From 9e856d0c190a5f5f0670e895b3e927fcf695500e Mon Sep 17 00:00:00 2001 From: Kieran Hejmadi Date: Mon, 27 Apr 2026 08:53:41 +0100 Subject: [PATCH 01/37] initial draft of learning path demonstrating the memory access recipe with the MCP server --- .gitignore | 2 + assets/contributors.csv | 2 +- .../performix-memory-access/_index.md | 73 ++++++++ .../performix-memory-access/_next-steps.md | 8 + .../agent_screen_shot.png | Bin 0 -> 31925 bytes .../performix-memory-access/codex_prompt.png | Bin 0 -> 49274 bytes .../data_layout_comparison_compressed.gif | Bin 0 -> 171615 bytes .../galaxy_compressed.gif | Bin 0 -> 927943 bytes .../performix-memory-access/how-to-0.md | 76 ++++++++ .../performix-memory-access/how-to-1.md | 76 ++++++++ .../performix-memory-access/how-to-2.md | 97 +++++++++++ .../performix-memory-access/how-to-3.md | 163 ++++++++++++++++++ .../performix_after_optimization.png | Bin 0 -> 82482 bytes .../performix_before_optimizations.png | Bin 0 -> 63181 bytes .../performix-memory-access/setup.png | Bin 0 -> 132706 bytes .../performix-memory-access/source_code.png | Bin 0 -> 59235 bytes .../performix-memory-access/topology.png | Bin 0 -> 24144 bytes 17 files changed, 496 insertions(+), 1 deletion(-) create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/_next-steps.md create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/codex_prompt.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/data_layout_comparison_compressed.gif create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/galaxy_compressed.gif create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.png diff --git a/.gitignore b/.gitignore index 261203bea1..b4599a76fb 100644 --- a/.gitignore +++ b/.gitignore @@ -27,3 +27,5 @@ tags # Generated spell check config .spellcheck-non-draft.yml + +.github/prompts diff --git a/assets/contributors.csv b/assets/contributors.csv index 6c417f27e0..59299b6a24 100644 --- a/assets/contributors.csv +++ b/assets/contributors.csv @@ -66,7 +66,7 @@ Daniel Nguyen,,,,, Joe Stech,Arm,JoeStech,joestech,, visualSilicon,,,,, Konstantinos Margaritis,VectorCamp,,,, -Kieran Hejmadi,,,,, +Kieran Hejmadi,Arm,kieranhejmadi01,kieran-hejmadi-88920815b,, Alex Su,,,,, Chaodong Gong,,,,, Owen Wu,Arm,,,, diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md new file mode 100644 index 0000000000..38912d494f --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -0,0 +1,73 @@ +--- +title: Run memory access analysis with Arm Performix and the Arm MCP Server + +description: Learn how to profile memory access behavior in a C++ particle simulation on Arm Linux using the Arm Performix Memory Access recipe through the Arm MCP Server. + +minutes_to_complete: 45 + +who_is_this_for: This is an advanced topic for intermediate C++ developers who want to use Arm Performix and the Arm MCP Server to diagnose cache and translation behavior in applications running on Arm Neoverse systems. + +learning_objectives: + - Explain how L1 cache hits, TLB misses, and page walks affect C++ application runtime. + - Build and visualize the orbiting galaxies example on an Arm Linux target. + - Inspect a particle data structure for memory access risks before making code changes. + - Run the Arm Performix Memory Access recipe through the Arm MCP Server. + +prerequisites: + - Access to an Arm Neoverse-based Linux server. + - Arm Performix installed and configured for the remote target. See the [Arm Performix install guide](https://learn.arm.com/install-guides/performix/). + - Arm MCP Server configured in your AI coding assistant. + - Basic C++ development experience. + - Familiarity with the Linux command line. + +author: Kieran Hejmadi + +### Tags +skilllevels: Advanced +subjects: Performance and Architecture +armips: + - Neoverse +tools_software_languages: + - Arm Performix + - MCP + - C++ + - CMake + - Python + - Linux perf +operatingsystems: + - Linux + +further_reading: + - resource: + title: Identify code hotspots using Arm Performix through the Arm MCP Server + link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-mcp-agent/ + type: learning-path + - resource: + title: Find Code Hotspots with Arm Performix + link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/cpu_hotspot_performix/ + type: learning-path + - resource: + title: Optimize application performance using Arm Performix CPU microarchitecture analysis + link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-microarchitecture/ + type: learning-path + - resource: + title: Automate x86-to-Arm application migration using Arm MCP Server + link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-mcp-server/ + type: learning-path + - resource: + title: Arm Performix + link: https://developer.arm.com/servers-and-cloud-computing/arm-performix + type: website + +### FIXED, DO NOT MODIFY +# ================================================================================ +weight: 1 # _index.md always has weight of 1 to order correctly +layout: "learningpathall" # All files under learning paths have this same wrapper +learning_path_main_page: "yes" # This should be surfaced when looking for related content. Only set for _index.md of learning path content. +--- + +Memory-bound code can look computationally simple while still spending most of its time waiting for data. In this Learning Path, you build a C++ particle simulation, inspect the data structure used by the hot loop, and run the Arm Performix Memory Access recipe through the Arm MCP Server. + +The workload stores particles for an orbiting galaxies simulation. You use it to connect memory hierarchy concepts to source code: how cache line use, pointer indirection, TLB behavior, and page walks can affect runtime even when each loop iteration performs only a few arithmetic operations. + +You start with manual Linux inspection techniques such as `perf`, then use Arm MCP to run the Performix Memory Access recipe on a remote Arm target. Stop after collecting the first memory access profile so you can assess the results before applying improvements. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_next-steps.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_next-steps.md new file mode 100644 index 0000000000..727b395ddd --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_next-steps.md @@ -0,0 +1,8 @@ +--- +# ================================================================================ +# FIXED, DO NOT MODIFY THIS FILE +# ================================================================================ +weight: 21 # The weight controls the order of the pages. _index.md always has weight 1. +title: "Next Steps" # Always the same, html page title. +layout: "learningpathall" # All files under learning paths have this same wrapper for Hugo processing. +--- diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.png new file mode 100644 index 0000000000000000000000000000000000000000..f3fb21f93aeaef3f1d9a4b7580ba50308eb05b79 GIT binary patch literal 31925 zcmd@41y^0s)-8zQ?gV$2;O_1oT!Xv2ySuvw0zm@=4ess`+%34f)gtHId%spy@4X-J zpzXHj+SA9B-bWuRQb|D)5e^p)1Ox<8T1reA1O!wI_^`u30l&!iB|m|Hz*Sm`iYiHq ziV`b1*_&C~n1X;vMW&`htEwzvhE28~k`#u16}6wy0ih`jU(fy#LY|-`f&hWq%EFa` zDlQI@3QAB+&4szFi2{!)*7cPt;>V92gYK}A)-KYqF`e`F+dJ)pGyBt%)=7bbb>{^l zkRe*RKw|JTNaEytvY3nO;(>lDB}YaOTxxJWVlaBj&pJZL@bF*}Y<`qfv_0^Kh#(i_lqwl;Aj8;^D$ZJEQUpnYJ?cIj@$n9XJ$9LyS~elPC>#<_ z5HN}hr4;Yq6^=HnC}pi!GRx5N^hRU0+C7(o5cZ?qoq6AyOwA(p_nAbXB0t~63-Mh+ z6jB{(1)}X!g@;Tq$MYu(_Ub13-{AkMYe(DX;w4LB9<(WOFDO=!keb3Tz3`#nZo`+D z!*{OpB|Xs0z#z%w6#pxpZ(QQg0sY0Ro_u1DiTw7ua{k}ud3&nF+&Ut=s>Eyy#T=LDpzQ^;}ftc(SBzIm? z3j~f~l8-`IK6zd)9!(1;v?uq$Ib!mOAucPiO`I?`3>Zfj5*LYvKT1;X@Mz}O5REj0 z(1i4n@xqzJ$s~rzh5zXA@(dAt@Kv%+>55cjhP$z5;3A;Do5I zUcOIG4#vnPV&;K3G)7RM?N1C$&0-;3(IHi-Z$6Io6GHGx_ZVjDud3JfZMp(d0GQYH}~4^kJ#D@6N&Umj#tDDhY02RaY9 zUJz7a>l70kRC{Pg7j*{2=dP?85*yfA10H-B$?oVaRS%pTWUQ|2EtzH{0hp$4^Uco} z@|p;pAyi5r6rsu@hXrF_*ix`)Kcxo92*ZA{R_gx&r%F%`IUjl?t|uA!<)>2qv?d#* zym)qz-qhP)3pV(6gmx&ssA>_;f|aR*sfFp@zm7NV2slN7%)MO3*cn`Mv}W8TC@O(v zgZP6vgR6ZpMgj)4niQ3&e^8I(V+TtNHH>6yy=$r#?M{f@Ab10Nw^SX?xHNRB<0419 zF}B^dkhT?e!W@d46+LL$IM$)gqZPZZFYzug9w=XEUQpg}{E~=enTWa2MPO}u;6!i? z1q-7cVwq$z$VX6PBdYtTjc^_LYm*j5_!NDFe5fcWzJJ~$$6)AB)}~UUan(HfHdixe zp2RntvMVk_9x0VA4K1}++*<5z!m^ZbBCJ4skieOYH*7u}Ka^igGlMyUVA*)1eQ0&a zaY%Bwzyg5-j`MpAEz>6xF0+Vb!Q|^OnhBz5yGdr9wMm63uc`g0!qAu9$~}=imOYuh ztX+m-{`A3NypiXjUwiPo_rv+AM1=*^UY{7@qU#dt@}2Tn$^+DxlntnhX;P^1mH%pB zYout@tHgX6Q>j$vE2CByp~0bLPGLzINr|IgQ-1nZSth5kPmM*>M2$@2ulhyfQfceQ zr;7UWRn^CDGHSP9MOZGSF%HfS8d9Wfly-5TAJ9o@4TAgaW| z#HQjtvpum1vO#9GvQ1ib%qY)XP07qISG&qs%VmE%Eg7F(ulCh`hEz+GDK%62 zTz2qdhXJJ&B)T90haVh!k1$s`s4{2AoyW7s!|7A#g6KFj>vh^1=bGed zR;`w-AJ<0KX?v|Y=Y6d`k3o(R|LFa(x0SQi9&fXtcKFwb@wATyi|QTVAUz zU4&k-uRE`O-{1U8>|)`F?L6l$=d^n2kzFDLUz9q-z+;%hm-~k&*Wu~pWHV>Sr|(e_ z%Q@X8oihCZJ{Hpn^Gu&>yZm^>rOFkf^~+k)s-GKr>v1#d+VLup_g~K%{v-apY5BjF zH^DaxdFpv0lRJ4t?K$o0-mcz7ZLe+7?a#iuzTbSyeFz_qo=ToLp5vaEo~v$-?*<>B zpX_ft$EQqcuw!E`K?VcnK@Y&B0}}()0^@__fP1GAC`*=2Dk$bDkt)6x&k=_ye&09LM?Szd;1hEj zM<0(ds5MX(*NXNNb29o|s*9qJe2z+v?ndm%UlUaBluU=fwWgwOe#hGpR0ZN5-nxCv z+M-&4R!z0RE_5eR7W{Yk(9kB%7Mt=%)K{|e!8g*CZ+hYz(M$d5vXwHlG977kGK}vg zuPS?rD%mO=_vzdzr)xoLJsVEe70-XdoLa74t`cp#SC$)9ny~EsJB<(HWHH<@*m)y) z#d-Tvg;NPyZ`^H{ZX2R>Tz@V9`t8~@aQ1DD=)UG2;q-QKMY%{zMfrNqe0|d0>eXuH z2;rFa&hUQk%=@>Xng2Osy*}>o{E_TYC&4BW3a1!bjBHa;eS-=+1;&!#vC!b5Hu-esq;&Be2wl%0NCrIo10OE-SH{l#?Yk>BeEsEUZl41$ zxZp2v@zM|9fi-bAg?-SP09*lF zFBl$L5wQh1x8=sd!jy0`t++i&O$=ze5V zB6YqQ57qnD;qxjZ=*wZl^R14-#Q5|08i}t0!+uw;^_w)0mi?@!=CPBudHLAa1b7~` zfBXN+c8?Bgg!&J?);>2}9vl06y)1DOatb_2JeVEX9`eq+L$9y2pJ&2kd)$y*_wEjE zE0*Wu3d{=J`$fK9**HCFtS*e$Q*Qk3fcEoeO66v!Fo4TsRR#$~;G%#GXo3bI9t0P{ z0SRcfP}i8mW_#8*2! zA@Nf&drJ)@gE@k4+GDY}6X~Vbtl>rf>8%txsoeki9V}@FhFL{Us0X00My8t5X7chN zv_KjL1Pl}n1RO|#0{g&3qA4%OV{C8BU}$1*WXj-S>+n$pgwKNq zNZOjZ7!rHf+Sobsc<__{E5QS#KYnH;CH_~$#hRZ~Q(lQ!)ZWRIn1g|dfr(TAj+mI3 z&&kA$M_Ekbztw>!eo_k;7Y80jMt66226t8ldna>7W^Qh7MkW?U78ZJ-1iiDTor|Fd zy`3}Je;WB;?TDE=8#`G#xLDfT5r4F6Xk_o|!cR*2(b50@`_DK{JuLrEPj=4#ofa@b z#*Z9EW(Fq4|F>!`mS+DSs(s}Ar`o@H{ii#=kH&bEEImwZw8SiJ0jmN-6JTZH=KI&p z|0C!B4D>%W)tpV8MD1;XiY@~GXIcJR`G02q-z)y>QuBXw$;SRayZj$H|D)!|6nGS! zEP>t(KWr$#%*Xiu`0c;t`4~S8{67r-pVj>LE3ljbaD0sadus^5*2D z09X?aiku2mIOyemMcH~|bGM)`Oq(>ezKPYqO1vL(JCYiYcH zEs$ILc6}5GUqUB?QW;5-APbREiA9gK&~!u<(b!EJ ziNhx`ri%g|w^sfeW=zirLdR9-=TS z%`r$W|H-=L*sYKc?7Z!&&4>MD_KI_+Svj%Ul04rnVPk(Hk(sO`fvEFcA&p)q%dJfn zblhE-Hsr)_nCxP;=zf&p`7X7Zzwxt*29*CbW|iq=M|f(Bo!|&rS4chSB_m#$)T+%D zd^GD-G|AP~Y`n~x*X>?>f3(SXSnTe@FUF*&ifT+uz9Q?AVKazyNDg2%mBluz0w<-L zPQ6AU-&?*;G(X5>a=JIhJRM!kx?AZQ0iFBT6@9PMj(C^9a}D@%y#jvv zVSZdgh(`nR*~1;sL^Sl;O^#av9?xnxcb5jGTI|}bW%w8I#-_QLRlDJr8zWt%gozAm zO^GB#ZRt}TM=fpMck2zhPw^Yx6>PTaB5q5iKU{QYRaS<1icp~dD88Y-4CT$opD6I}gUPXnvWG zOC?-F4cFg{a_S=`H|Z-_D6QN%S#sFT&R;5f7y%37~;R7kgTei zCvo}(!t(8M(1^a8PTEKRV#R)VqnpuK!sig?^a6b{C9A<|*g1avAV}$*>a26k(BT9J zt9g$%E9$|N-n zoi#(`iA58VbKQtU8wRC%wsJl&eJT#yJUj>eOu@7mS~3Bmq$#ncgsR3visMFY{U<`l zwz*0z*$yJk0n3oix0j*<)L1-rWezzDv0vtL=^I!K2}B*w>VGtU6_T0C%L)$v;>UFm zDGCaCCUnd>akmiEYIG?h>-N`k&bC?qp3SCUQA@z%=DHhOQaN)lRh0W@#XH_N_Ya5P zm{fb}%SrwGpE$0m^#s&j!DM-k)0C;FBPre7Bv_LR)8ug;?jA|e)0SQa7I(KGG4wrx z=Wz|B3Iewk-oh;oM{WLL1#Dg(HrI=ll6$*qJKy*hyo0H($Y^gOmk>7lC2cRtZQ|B* z|A^UwrlrfD8_s5vDTlC#S$C^cwaOrh4)$wiWH^Z#e7>F!cgJhHuG`%2NfNOOclM^Q zYh#dFqUNZwuz_n&__}sG$ALOO<<%2Q5xnZxXdYY5M4q)O9ML&Fc->C-tBd;M2wod* z)_wI$<>j$?W&E)3ZG%F1DRv(9rDij+)xTD%wKm!;KQbnR;aID1U(Qv#0mqL_X&LEhH zLN1GG-7<_*-?O%Lz~3Ux*=$1U?XI&jSrg|+z;#wE?(mJ}w4!HCy`&Y@h3L_rs&fHm zEG}u3*PF8BHH|SG+LS;x|^J(hG_8E)RI1Il^6q6BG+!8WpOGcWf$=2%L3yKsGLVrm2taCX(&2^qr3>jGU z*aQ+>1vh=gkV7ohb?_vOH@mVG!SfNg{3OOP({ONiHG_^k`h?fu+PZgaUsEefS*-vO zu&L=)L8o1>)M<7TnI_=9@5251?Y$Vo{?C}Df4Hmxi@h7z0j2zVM_PZA#OIy-h4=Ry zL|(ec->%0z=#U&Ix>1?%PLUXKn5UgWQQ3lz4IOQqZ6dbEJ^*ys@a@~KFeL}a!=aB`g?T)r$ zs1j#(_jLgps;Km})iykifi9lf_3V!ddEp~z+0k6_AM5o;Lkq1)bDlOYQ92O)o@yO0wdti8ELcg>oHCrHkU|4!`sMSPB-A{}7^A+ClgY z?@}hh4_>i>0NV{mcxcE``LyeCG;P#uA;UVgNdh$OWxA#v#6%%5XhPSZ=%&{R?~&p@ zq-Wdr)-lTzzRWHtwEnWKH)Lr?Q>|e4DJf5p&Cx=lQOva_`E>=gQayCuvy;1xWRH;m zHjc&O;1|BjXOoxB^dC-_VtszF&&=6A!5d!v;zehte5_GKSSt*gb;8h;zG#XF7cSyT zFI;c@V^k4-EM*2!hv|z_#wy2+6^zdJwZnFuqj_h%@8gO#zYX&;uSON?48K*kB;j5k zOunxq%<>!{5wC0zMyOI2;@lLPEV9LA*_z#LMb*%~ z;;#eM&nIN}&4{^0iu{~>no&G^Nq@O;Pc6;=kxt}qJ4LdUpGh(#XeC%P&qY$ z^PgGb28Ox5vBfsZG#SiO^WoC@(kqO)3*+;+{gfdKaQpI89Z{>TEsRb&CV1~N>8h&Q zp|}<%J?u}Ms5gfh(m;sq>5&>9~LM~&cf4dp%{Gtv6lIu z-^w;>70G}-J|P0sQ+)Q5Itsuxsl_2;Ok``-suTdSsl*1bcT9N|O<{n_7kolxN}}&q zZ{WcJ3lo|qHXzqwlQ)E9{>SqG6MoW}KQaMKC>{*3)&IZk$a${(vwG#w7n!sez_cl7 zV5u^7#)EOGg`(kUz2~P*8)?JIROzjGr=j_NPtw)DkIIMs{xY9TOaJO64WscztJ$G& z)oGO8sUJgQD1}CaHY=x}^J9~W7AQ;K4HEgMOczO}2VYeD>`204HA?{+f~+4g9Zd_B zc;Aj@-2J0tp9+AWa*2F4CN5=iwDCX;YQ!ColeRyeZH_kI1GpDL>_P=@l&&E#3tzoY zoxT7WRJX?q={&ASDXr;;kVB|oVk^4lxvs@3r3%VL5{T(zW0|aw$`x9_N?iU<3FER` zrN|M|qk)y;8=8`D68XQ7{A|C=!guULWpUW-GSPj9Hw;6-Ab&PeAZ>JjiUB@(4ZMW@u zA~}|0ncCy?qxbYT@vC+3^I@`hK2qm{iPXK(^j5y!tFVO3PcXq8(NF{$6YlGtl7v1N z!saE!NS4>#nRcFA706 zz_w{k-EGxT66>xgULXnJ4kN=<`6u4eR#eSohZp`u?eBYpuuh zOI8(CtL`(T4B1{5r!dK+=%D*h=pUo;fncH3ifRT94mUj-OLU!on40N0`+|#`!h0S= zLreHc-6(^?N^c35#T0QVMV{~7Qr%H`h0H>=-Wt)CX4dCK1LwZRvTgqbYmCR3QQizY zN<)$_CoSRlPEwgBb5K?Jt2dpjEp(bS#5mAKdy2L{i%UI%lD{fS)G&T*XG<6pljK|3 z{<`!%8%i*m$$UY5C}cu9*)%#wj$tf)pJ`i@+AVNyU`5yL7V;^sF?DRV*qE;jl3}u$ zvW0=A{q1wn4c(&xI~0az_jjfbN&0C~)tSc86Z(3XoG#niVhhErHwaxB;WjS<69AnhcMH zA61S+5Sb!Oiad=?!J^`$FVJi236l!nWgoiJ>+M481`3}xV-SBzEN%NBIw*=0$F_A0 zt{{Vb&x50K=seq_%|=K2>~a}nmPNbQ?QTskk}TBato&CwpCw?stxDkF#le(>VDU6I41T}aUj^j!66S)#=l*!%x?2OE#^hHU8-_<(L3qs#UaC)_*KYKMGS)l@X#@KcIdEmWKl1H*dxGxeB=bRha=St#F&magWvqe2s|ILcOSFFs)OA0$l{So6$7QHD-`D%TTq5Mr?ElJYDdGW5 zES}6!>E(0jGD|3=h2-$v6ItxCe>9B|?-hLKj&r;FPMZEPnt51IUmf(0K0HJ0>98#L zDFYJCuh#5ARSJ3oM^-?8nZzK1J;@i}&v7Od$x=+1Q8T>xh$x@!fUGbfHn0ndHXO=A z@@P04TpMg%w{gG*2!U5HUFl!EH44df1Ylb~ZX95?2_IZxsld$fpU@|T4$Oiru+9L; zF@Q1o0Dg`iTKNBrG$RJcRPqIM8UMz&M4Z5ylq=w$_)=@**}@{1{eDkVw`aEu`LC=D ze&7^mM_t+VqUEo>%Pr%*%CCCGy*#nIP5rXF)$tNCuRINVV+1_rDdY$Kj@wq}>+PbG z$J=7s3U0aF&L#DBYua3p8j~&CTI^?#p(?ryz-^Vu@7*Yu$EU@GxPYZFLLlhZ<^V%> zD3NcLt^Vl|*$2F-ajz>l!4xfgx?IP&o;*INLzbsQJ z{q3=!=bp=Zm`2u!`juINjX!Qj05~(I+kKH|)OKf8?RU#(*jMxFI`R{O?>-uY)d$KQ z&u6?E8@eTymLIh24RwfS*ve5-A+JoI^=NrD~)fOP>xv-|7540ezoK@x!UYU^eSNm8!9)hXuDTG2sHcktn=OPUZ92$ zPr&2Cz;eB<<)rnzW0-RWAQ0pqXw~-q_AFh+s`f^AI30A}e*d*)H%S&>t27F|P0)6k zt;t6Nu}L@>%IR*&eDrE>?{ucGeJ@QXN80e_@ASkY5=7@HL+elgC^*DvD?ospMrcZ5 z4v8&h076pBi`(vfe|DDjYW{K7kORMwX+=PS^_aooAmMS)m8sQr#~tr{{51lgZ_F|AazRdkQSE z%>G2~u^fUNVVmE57dZ0JVy*Fa{Z79L`DH!#H46LA*T&f(=G25cP-y(klOc=oMPK=k zt#m}9WSErO;7}WrEg(5S_10r@wF-H4)|_urrFJa6pf2AVME1H!_?yx{M|uyTN*aVdoIx7kDy452fz&-RYY9+s;=2k&-)4 zqk(%wl>mbFCC8>Ji+#68uQ7#QCw)T*ER6klKJlFrrg2`|e+hS|pu0M%V9k(W5dgt8 z`+BWn`D~7>CG&iW_B8|bMS$L|sX(rprwghGKZoYjzL$Jn)LY_G8AtyG6%xCTD6Fo! zsFW?>>&1e@0q&_g_JJtngkTtyTIIUDhC6K@3suD`+tc*=f22@O)L?^bbD_FLXg#n5 zcVbvqi`4kYMmMTk&uB%%kzD&ml89C)?__%zb(@*Wghd zewkUUBHrrp{#!>fGM*-~z(c`oV>+D{>0-cil&2XMi9W}lIugk-EQJ>2CzpxINF1PBvyZ!E8g2w4GKNborJFVXh2)8$-y6=ET1>nLE9UzCwO_$Bdr#SqqW4&tv#OE zfPJ$qSs-D=TDD3PX$3xB@(`WIkbJ!UDiU|}=j$??LcGDRVQ55Dc}#TByKxa%4&#Uv zijEG~5>w%41Txq5{3CQ$sFFyZcJVY?|5kh8^d6F-^k;KZE!{+$ko=33P!m9WlWKff zZgDxXVF$cV;8<;bxT$Thl^`E@JOVtVIUQ@S{r}1dNurxHmdGXfdV!_`3KRyMUlxeX z(H{qkqS9#xES_((AFB^!5VM0_n9g0F008-}PIxzH7-?Bw2HJ@7(HlQ%0MVB8gYxTF z=tLM_oIs(r(N2SIumi)92o9L+S0D-kDk_u{34(|jqz3&atV=4*fj#B-pQsm%Nu1D+ z7UF9Yy0CvB8771cpeqngV*iJVP9XrE#s$=y{2LpLD1fJccJQH6gbBp~q+=X4;h&R< z4Q2>TIjqoV;a@?(f0L-=2AfIxXB*-VqQRtklJ&0#ZV{jnNg-{Pe}D~$A>?>rQF{MK z4zVQA$Ucme?7%*R=&OeEt8=>b>R&5uSeRp|qCTE9gC3Rx`O49e6ATm%SH&)Q_&g ze|-QFd%(Fz{HpNieYHD$1zc@I;Y5DaDkXB#I09=Rz^haDCE0dKE=P%WPmeH?{slSp zrb=%QJID)|AB?)GL@}RXXCM|HYV^Tft(&sasA<(H`UPm#uu1uAh16izZ8{^g z+89ryRMH2@O%@v<-oD@NkN!0=6z>6G+KB)Av%cr`I46POw2=FTZ`0p^T^HT_sh0b_ zbbZQXY;LDwzMCo0;f<$IP$_P9f_B0?>D+;MA|kiXH@K!jO2FaM#^Lj*X}cW2a{}vzr9p`(;&A~$1%e$TO3U{baldQbK@zSFH;$WjOMxG$Yo2ypoYN26Q2L>Xe2805>Z0pySJW9=cF|%<1>YWuTGQH;0vH+FZ<5GTSSPqd z0p?_^0akyJuJ5O{++a;*yIfzUR2JkqL0)UrMWyC>DBAK@u4%S;qD`OPK^5@|Sb}_g393L#(NSskHaUNq-q& zE%i{w!0Eb?xpz_S@lG!zsqzvGd&8t(pKeW`Pn**D?-t4ExE~*O;!Oc39OxqO;dPX; zvsq9IbNuYEG(QcMOk$|cbX0c{@bs0{0rwb(*R7K8>2FcptOD<__0RVGtG|FJ{jx*! zo{+_E9i@L@0NS-zJ4onkNNo-{f#2;nI?l%KZ7w_kCx{^J12O@jW@K8Dh#o*?nY3E- z$vhF>`3en1uiK-&i`X5Sdz$>JOk5h z!`EHQIF@}E;BYB`A~FJaeI%0jjv>92bkq0i-jh{97L#^szlXb_iB2vy?^P7}DfE4B zQ=_2NgXK1?+SpujGM2;rn7qc-bV1A9q z=sNc84MYuN?sAkj+)oF9A4&b;>{S9n76Za(a)*O;C_EctNdngtHk-v7IUhf!H|-`n z`izXf{^MEf$-p8haV(i6vlw~v@?(Ocmm#UG}=n0ed z@IjQHMUxdZJ`@;EC78)wiIo5huG5x-Jh02o+dn#XPGO(A!y03gfR$2L;5}vgaFGGK z2_)KgJPtsH8f5NbH@_r8iv?M{`n}$26f)X2%&W&46!o-9eSSCIoR!Q#nG|@oIb3b| zb$kHmRHfMkA1p8&3!;bo6NTL01gh74U_wb6`o8m!uOA}ghwS3X6h>{GVi|Nf=m&*9 z1dQfb>JDH&PH=Jgj5|=K5dx(wE`OCuT`D`Cj%r`ob1#c5p#*o916~m#-inhIoNOm| z*&H^7(#15N|2F&(z!_`B_AeE$8}mSr(QjNb!;?${bg`CW6Tn$=B8bm~MMGRc2y{U) z^T8N;e1AKCU)=z-)avx){IMB;HKu)tey)`5pofL0PyUM@tf){3$q?Gq%k01S@r;Bs z0VlDw7}xPappyjYByJOeGUHPm|D9&wkSlni1E8w5wGM&^qld_ChbRo~hIm4bhkIDO zYEMx6e47zlX#w;>(^2{+7j3#jW(%55xaIq&8is9D(qcU`dkN$@@iTh9GRY!y40Hbn_0=qVB= zWW_iY-4!Kx6@ajO=p&NTfsH@*ffgN!C_pt5m853vfs+xxmd3~vz@(B3sAt~O_`;g? zhUE9OXEyUEQY>;{Bbu1u-uJuMEEy3-O_BbLMo>@4q=$(}7k+RUTzBcwPrs*bwjICH zo=?|dSr{~&r@f_&%K~o=H3EkljQi*Qta217Xx|EU>e^;wNgMQQ+4=;qDR?x$ok9O( zl|oJXo5es0(+PTrf?z^GZjoz9fSZkTIYk&u32yV<;+(GPkj|pr!WQPvD&(b9A@``G zXue!R&Tn%Iy&Zn{RZ{n;10aQx9;+g)BzcN8hugh%IV?t_6t;xpJCQM}Js{!{(SJ%d z*3wBI6-Of|i#djxznS6+WMD#6?Ebj7z&o|~qR&-i>Su_9%8q-$W$?}L!$@QFMayPi z=1azHw%CX~{A@cAu*&x6|dxxR@>9>=IB3~I?J-T07@olA?-Ip0aeY-UcL zRVwv&?WaNY5gSAtW@8nk&THpbZx=d_F3r1s*k$(MAP)rcZ9^(?(J!#u!Q-FD8s$9Z zv!?BcJ!fPjyOM?>=ur`o5TjvBGD0}IVlG#mCtFx%^t)mQ&w9vbFQ{Q}a5!2ueQQ@s ziI^M{v67iyGbsE^g4`lcQy!?nZ&u(Lnu+TsS-EG34qI=yN6=RvW>{=mPa7xF6g)b} z%ATxwb|h!-1yu~ADCM!A(7DQ&Miq{D*v&_M8!1>=y7;{l$D35#pNy7JwSIpM*Sf!P z;LRjgzR~?)*h#a)f4`bcN7ff%77a0bpsnk1_6!zjNNRWv;?1H+SraL)ZzdQJ3GcI{ z6rEJVf|BMpI1=twaw-*FYCz13A;>TS@+dMS*OStlKgN!fPxlHNJS;{exa(E^mSy#l z5XPw8!6jFQ{<$=ov173c2?xBK&+?^)?bX@`86FQog|5?@JZ;wh+(XrIuV87xvxB}u-ph@D#_ z`gnL`G>s%K&3e}PI8sqp7cyG(~+VZl)h0SR85{!Vf>x76{H(HOkv#d_)UJfL8w(ac6hL(r#rSm zPkIk{3~T&Uz>g0c^n?Ppd%p;cJaD=N6U+I*S|)`Kjpvap2{T&u6HCt}kvB|4@q2%7 zDq+?R1Ly(ZVs{al+io!ZqN&tbrsJBlNmc3psLNX^C7oU0DO&c(6TVm{D2#~|m{n<1M&Gb+zHEzvw>Q9g8+0={JGh2H zepr-ximeQnIcZ;2?k-lYk{|YS+&X@FJ_o6~tKwI%m@(cpaI#pdnvP6RTBkEjhoxV3 za=nC#=c0cHM;nE#NVdgXW^p|_mEamvovjL7AneD7^F3u%2VmcO?d#N3KRyvyF%(QY zR*ycPKhzf+JSg0ni$;KK@A=RP^(l-7fTlFFmTB%^l!|y zm8v-AKO`XSg1TfSU8_#L=t$#CJlCZd-zAX$P>y13~jg4kvj*9YdV785y^niP*@p?4W>|g|mqsE*yH`j0;@|K3#ZIAm+}zE6CI4g(2fw59_BpEk=wH z5xA7kBCIrafuI}WMAqz4bU8gT9dP*aMgx6V9PSpRVhS;yT|ZUx_afi-F7tDIYvx1z z651&uDAq{#VFyfX+}|>kv%!&fVuE@$zTj!tZuG$cixP{$6gO(o#ko!J3D&2m}( zu3m59(8o!;?3{sFaqykSu^?u14qsQ*L0K`IG=axfv30g2#JooYTNHl)o3fJ0LU1{S zS)|jPy}&PaX9Sg_gv&fyPzwG<3ld7vW6G%@aP~Yihq`IQymx>$nReNW2Q0sUu0ZLK z9B%&xa;D@Y!b#Xc1bLJ!LvSbbib;#iVp}fbcM_5;*}{T|H0DL-(%~l;V%O6FcZ_!g z;#;UHI)BE;bQ}aUNNx7#1*SzpT=Z&yTS zzah@|Q!KOE_7X$Mo^;fs;?j%gn<>wBe76)rDVva0`9_TNnUTWtB-5`2+xRVGn(v`_ zBd{qyP4I1oCOn@oxz_5qSaxHZRW4&{3Mv!EQsoKkvu3VOu%k;7+*jo1s@s`bS?tpV z!>!qt{eyTKut=Wk*eBI6K&t&k&k91zmjwcFHi{YYNkmF)_otG~Vp`~1QDTvq0tGKOtWjtEpj?!36fn^W(a*x( zFj;UB$SuM(77mMA(+MQx7*)u@sYv3y2KGVJDRcF5eTG^x&jlD(tJHKCH~ z)5-;KITta#_)n5+a_K z9a-rmDGzL>&nhebUQ_F3l>D{+9fg?2{=jS3Hml#TE)#cyL%G4ELSji0L*!3aM+%27 z&$`CC(K9pD-!OFuFOONM?81?jBiub8abR2&td%I-djjWqk!!u0owA5=H(4xFVLW9h z`AtQbwu34A*Gsq<%e>8t%S|gGWRM%oRzYm7oZP+5XZdhNT=Zn{o+64(Fhka_P>oM|d^9~^^7)g%+f<_*MHw#ue*=eb%v=&7?A*39v&_9^rkha}* zh+qSAV2>pA6xx^^EzT3%gNSSqDjJ*}nA@Zt@4_QFP=&A1*I|t`;IOT9cud06pnV~I zMBmV1pzV~Y)WscdVM{X4?3bbOxv*j)!AK>0j>$=L4f0;jV8l0woRcn!8czC>ix0Mx|v1pbw?be z1kK{Iq%HhaSn5WGSbF%^T-9q1{hL|PG=avI!PLVe)NFTKm$Is@{s~ez?5Hyj-eJ*~ zx+DXU8K=6ffV)YM`Elg>ugeikC?wg=`1Rpa%!)jR$w6i9`y*M1d~c>1 z7?wdoBHc!bJPqwtui*cL?s1teI0ZZsdY^2~e5))DgbFL^E4Y=1J^?jQHh}Cg!*OGq zF-ldDv(e^NLj*Df31_A?oQHN&X}p$;&9;Yqi|HaWci47(^2! z4Jm>gc0gz=+F7KRdD0c_2!a6=BY#H$q6~ zzv>|w8T=Vraj_p&DzQ<#3nJ-mQni<_pL}#z>|OPH_=Vx)U@oUb&Pc+LWb;r?Ccbbs zEV>yEjNIwBZl=CcQ490?b7Q3g9z>i^^#o?-xy-@$zaHhYED+dY7Gx&9X{m8nTA&h%$@BYBINf*43IhUZs?_4( z;Cv|0X$ApGFTra3xj`b87xmwvS7|w}QYj%6QzE6v{V>hp)&q zdIDs^4Th0V)$+|D80+U%lge3@@|m)$OS0iMxaj86zFR)#)17~_G4SJhC7g%GW_#(6 zM4}axn`>x(dbpf@RS>YEmBOI1Lnw~QMndw#b@c3CD-w9i*mnQ@n*LG*L!VKtum0|> z>rbw$D!7%WZ|9e6uIkxLM47pbpC-|`V8p&;gWlj_iYi35ok$S#m~)A-P&hJB>D4(U z<)NM=jL}GiaMVYN^5i0HgV1XE5di`sLL5MB%2L!6^j{=z z2p{OrAwp+-)Sl&0JZJn`_3(C|vsy^XJ_yL7{||9J_8&q#Tpj^mrCA%6*;EkkVb z6}+0RTOZQ)pwn{z9_}HA8fq8d+^waE#o@)QtfLmYRo@?3ZP`X%Kr!c*? z!Rb*w^{cjVao^r!OxIOy>9eO>QW+aix>n=G<-jQXcO-;o?lC@eYEd)yM@iW7xxTA0 zBW47anE@-G3xn>i#p$v2RA0y);c7alw3)8FN7nif;QlwNw#`24U8BO>cGYF_{~}zF!WGzAoBefYpnY!oP*lWrd0IbVw1fN|l$B3x32{F-MJ4y}>Yc zPsQ?GmWui|f=C~($^7IpPx-HD1IbmHthFdZ!v{P_1(EJ_e<#c9&|G8Q<%uQA_^pb^ zi(Val(OANIaR~dNcbDP~k)a#w50gnifqc9hD-p{y#86recZ!k88mRoF=eOLI8Y5QW zJWsw;1KaR*EFxGbA`S3Gqn=3=lhwZ!$B*^Jv|JN2WqZ%3o-mDXyedOfs#Sp*5#fVn z2!Bv;sY_H?AQB)XYotSmx~?3Vq8j`5+E_1Np@*37q=pxzln*>Y?rWd^_R31M$%!VO z-UhPzJk>tJKaiDILO65{cCz*tfU!PK3aOZl;t~+L(xWz=Zh2TgrQ^pH^hb0d5dUzY z>BF)hfgKu8=jeAa!5%N>j#o*&-$!dWZ@lH2E-UR=a4@OXc-?jYW{Z{35uz=BMoGvzxGvFajAdN}*jb#ttbx)m+#EgiB1$xIz4o*iAy}N*`z1O-lZwRYvpX*LAn{JPKQAhX~h4m1V zQi2R6l@cR(?ERxuN~1qZ{QXd_JkQ6Fg+Dv_N{pRWtgf4c)su6f3Z|GS+4gKs`Qi{U zi`Ec_l1BbO%4M>c)YRhkT+37Ea2gGbQX z^+LNzq;&~A;2rFlwK16dd|7hsFhWmFW_4NV-Kw+c#<3fkz9Q7F7pN|LY&+>j2_<@Q zqdKZJ{AE)iSf<}!I8c$r8U3+T2(1zsn++_u6T)k_VGBXUic)zW8K=-moPFNoRYd0> zBM>Y=#A2;QB{5dc7^L&ety}eNQ67X4*QM7tc>U`V?6T=zT~eP%#5XIrQ{D)b4ZVs> zjb5QgtL*K3L`h8^A&pa+u2HX(Ii0&bBW;6`#W8;~Us9P?_DOk%^>7N7X3lIFwf0t6 zHN(zp>z~+oHpJF6h31JYV(GCW)KBU>T{*Vjh!h$KHaR(?E(a23x@SpGl2Tcq35*RB zSC40T2EU|uNEsQ?JQSrdt;(imBcE@wl93HMl05s7@Co~Pw)T15IJ^*5hvG0o3zsj%lc`TK|#BG*#pWtX-CJC!#~Obx~p$?6vJ)K)W5Y!p1)h~W%%t7kCS-W0d(0N!s;F(L;q5+VnKGg_`ddVMougdS7g+JDJD5c)JfwmI zb3^%Em@%tX_PTT8e*YStjD?h4FzWy!;ALu6Suf$1S!ZVN~xE9 z<+ZU2ow{1&ddCyrt4qc6r|V7>_@b1sIPp-2iH4J}zf2Sm$X94mH3*v0REAn&{pMZo zW--Yu-p#9Off%3I{FNiPF2c*)=OYP*Dq-c$sXe7DA53?$d{3Lx2{RhR5x+rhcT;(6 zNrRowYIS*Bv3jBVflI?BSY8mdRvk;>C?T<+a7de?gOYIeV%FprbN;o0y#a%(wLLb4 zpY=D}EY+fdf-;9;=h$BPQoHoi49)d0GPwZS&Y(q#EhtKV>U`~0Z%n9VJh=1)? zGW}>yh4oF#$si|ffns_hX0{wl=&$Hsam}c2APG%9Ny^Ie3@Il9?qiFyOBBYqkp0ul z#7tv-^(l81xNlW8gi+`(UmQQh;=}O7V>8)4^Lnbn0KG2McUQ5`Fud|RioV;b7Qd=( zF1ecgJ2o};Vy+1%1>7e7sWH+>n#|7F*OdyIv@hZ{&ek8TrFrb;RqL*vM01)MTj*Pa ziRzjzH`bR$JFV23MOdH)dj^VrsOflP_(llf8yM1 ze!&>c9RCGYS}FakRLkwj&p*9H_PRT1V+t@g2hVgq7_QWCXR;pk952RkXov9UrZxV~ zC~eenhD3pL&K_O@r<)y&4ne{!rA*D*$~rTGl}PnkZcouAoymkPs|3y(`l!E}PhmOE zT|3Qo%l#+MTs~9vjVjhC(>gxJ)yT>uobz)0H`ej@?TqKu)ZQ$qi3>k_fmfY-zrkbw zrG#!D5p;2Xvc)pt-Pc(c4I|3e9EfPJ)w(@pY{n}Yoy>htL^u+x1%QbQn1+a=N4;rM7CIH zPDp^sE)mNtdxPeJ;&Z(Nof^k$bqP=WrSy%`kaH~)eZO}XYui3TEOdP<@A*W8`*FB2 zZ|tWg-Zharz0>?z*?Q;BDhdm{)!{>W`?dV~;`Z+pC5?auS}k^{d6pZIkd7gD+X~st zrgfCJc5^00SXW@Lx;a%(!GimpU}p6_OCX)1T@g9MNR*wKNC#IH>Rj7%uTPwsOF?^4 zXB~ouy6;12kV~HBSeHANvFxEFRwTRAa>fqbp1!`KwN;*sPPS%5?JxFOU%Mn72x|TTOIASLOaukx*uuGDKaF}o8?WcJP)=l z8Tu)BoLt^?4wSiTLhQK6RZO*7g-8wRnVMZfRb8o7O|O4A45Aa73f_rM4i67j=gb>^ z>F(27NVBM}y{-K`!P@OyYqL`M^J|q_V@vS!Ge9STdPpJW?e`ml@l>w%{|~wo2b9`R zd0X=T(Q~vQLuu}w&=>gcWEya^0r`USUxu=d5Au}-8z=Vv=r&!%kw@a}{}6VMD3HAz z);6U6Hwqi#NL+0{^uL#AMxc8>#->mH8zmJSHPSG7!~fM+NHBo{aHe_78U!V$nH zZngdom^(y3ezfW7$^VVA0gkvaVl4iLB>Es|J$wy~f&WJF07vOzJv{$QvLq4MUDT&f z2pca_?*GxhC&x4pPbY2aFq&(@Q~I~#!BPxIhW-Sw?)~cnDgTlhH2$TVxw>z4Z83(i zwVfmxNjULXwVS)P?672sxR^@7e@0xL|9-WB5Y&)R&{JC-5$`u75S2mw9Dqrw{Lgz+ zHFf}5k_h(xYZuPU%_+p(@)5d9vl@pG9!vDqzpbc64X{-p!MO+di-v1Jm`NdQW6 zj+lEP7hr5FKLY=Rt{iA;&fm{|nf&;s2Hx)@a^xf?Gt6K^6MIqs*lR=Uw6nGnWbfI4 zsHH_&{TLa@Hgfm3|8xK<7-$E?Af5;g6I$GmP^fNep*R7Zlre%h>$p4r;9Ltw_n6XC zRR=t>{XjCa$DDnJxYl<4s7#9CXVU?|hwNax;WKH8L)C2r|G>ny>8?(**cRpz|23&1q*asFQ)&-L?mEDBtLCcG z`4v~@(H|iYq2I2p!xmlUW9@-&q7E*P*ERr>=DGRt>x`wD_oClcak_>$I|(QKu0H@G zZ`20?!NUWPzeMmJELoIRS^I7mL=A%Qp9f5@_C4|*=7kUpIyS%%y4%z=Z&J;<_tAbb z`{sHmS{VcEBt-;w=i5i_az`|+7UBCVDRzL9;ow!U8_~X`%hwQ2;kSI-pp@bxpAaxS$dAMN0)3l7N zN~Za!rAPJk{dQ4;U4rzv+eR0eb{k)ab(UPbm|*lL1zUc`^Rz?gr?DRptPyj4x|2 z4_DrskHc?H$;JvP@|6PcO!r_1?+D-9&S3;Uok_| zUE6DmJ~LJ3EhOL&3|u2O%LRi^Ig?QjU4#kW{kluetiWHjFYvVxkVF9gx!X&zHIa778;l% znLBO=f}@byNj-SBYNseZSNa`lXR>H})4iDyU+WwdK9&jH08Z85#$Mmqz-R~E1?}fV zU&0(>qGAv@pU1I8Q6k|H{DUi#TRhG%-x56=c#JNh$Z$Y4AXnsF0JUD+>reNFmteFSwq6 z`C1+qhliW)|3VN4IZ@p=z0Anc?-O+}p?H{{@OSGLSdCOQs-L_eA=U>;XO8l61`5_o zYTzcs$q(yOnAPzTl2S|RdHw6YUgDROyC#r6O_XznZD~FZBcYD0NUKAN98Slpbq*I$ zG@b1me>6T~f>frD@D}K#QS9NWITO$)n#h{gH68aYm9n#An=e=<0#;?b>Wa)W zk)Cq0;IUB6V>`oxv8d{ak>?6`ijGfI=_d!`)lUJv>f;dI)OL^y)m1|UiltZZ>EWN> zL>RO=@dQ|ffdanIQl@L43h)FFqVD_7YC=uJh0d@-t&Pzcl+c?Mj4^xU0{(pZB^Km& zN|l%T!O?=Z{n9prOb2Xn4wm45P@R1g*18oW0sou21(t%eH-Ep+9F)Dz+u%=7)g#+q zbUuarcCL@RnG#UQz0RS&_aPsEOhk_@BppO0jRqV!lE@#v=$f6eNd<95@dhg@oXopR#5P&Hd(IKkrdwhAscDd zx4SU_!L?%%o;>?Z^_p;f$bh?o@@31p6Xs(aWMN{BFQla0xYV4UzUd)wB&u|8mX&cs zh?_|L39#|vh^cLjrP(lSQu_tD2}lU2Vem@{=&`Snazuk#UO*S>0VTKW?>6J=fBj}6 z9tgyCT4k1nrOB2j=E;ZqA4=FJHwqt6L6URO3e|<7dMMOIREKX^Enr%|w*T7ALak$x z@0U%1JdFk-z1@ikw5rmMsu{e`$YgzWV5gfD{Pao0ZvliXwHqmCf@0)V`F(okzkp1N z5rlP)!Q6fbYG)Ba?fgCeHjkioasj9_EZCXe272qTS>g0-$QA9{bX|1sc zMyL=4f#-DV-RE-;$}~?so)Gw0Q99D`M#X>wl+0YTzEMnbWOk|IFWXiy{VNPLR_}+y^ZL?16=myc2wn z2zf$rcoG5ND_&QCPz(Kb%S-L9PBxNkV$XWPk9P*|fr3n09KEyrp(ZpCL<<7m`?C!x zc>?ya3!al&lotgJf@OtB9l(8T26fo*#wrfbG~ru6XeIFRnL8)3XeI7s^i#<=K0llj za4X>`)xpLK?dX6wkPehNHL!9d&lI*3z5?Ny0EjQjASZyqZw~nej6@9(A~AH6uEl{M z(HJrdViZf@+r~ZNwUxNsEYigx<4U|aY#n6|1VUg*8XA*;`>K-37h7f16%FCBO#bKV z2+1B%-+V?S#bE}=Ootj&0m1W4mh9W0l5z9P*q&jIZXpKJ_jb@kgtATQ4uaJbgf}0K zMS{9&(dPSw#(UO={oPWN`}3=djtB0u-DwTVU&uffDmbDQaW<~2g$W^af%`_@W6Yrs zqB=pKD}Y^oqs#9><_z=XTMJ67Q2Vm?Qt!kQLKC^__g;@mZ@GzY=ZDz=VDj~n$@~JM z{{Wz~#g~Io!r_r6KkxqdEd7aS24JGyT%CQ_R#ybh20)xMK$`}M`jCPJ=)SN{|8N<_=qJlZ(s{JfjR?@{K<9>LGXw%TnT`({FYL^I zDXK*IX)07h#%`irNxVX!0n`nGmOvn8Vn9475m=`}bFSYeB_+RY zxaZ$R3$RFWiheNq2v=-%t{id~e0nmOR>UTjDT{iBM-|a_TIMwl~ z9|kf-a0kJZJs9)=!LbHtc#!gK=Xt~0rwmID(2T)t21~=t+P`oCvEEmjA>x%tM5xBe zIllvf(DeL@u0&KX>0e;b`F4KNl5jsO za_zW1d1r=aUGbld3tqVn7@?nNU0^zI!JmCLF`P7n?18+^4rd7?Css2)nUTltbUN| zSg7WAv%!h;LPk#rsX4Q`nFj0NRuX&~CuSM)0gj!FHEk!cf&_#$dPOQH6B@kD0Sm)D zZxI1DBc24IToH6UrrWtih{}n8QlLkf^{_vQ@sIG~xI0vP5DtkFLu7oai%R)|FU7Au zd+FV9p!VK@wP%Kih!&!)pO#a{pHJBYJY6M_Y!z@a?t~Iu$)9=}vaob{9Dt0)gM_MB z_~kDyKk%vLU`5%pT##C!i*^8-%AkN20#!>n>fatO`m>HyUR6IL5s&&<7h!3v9 zZS&=`ek4ep`ax>Ijqqja@CF_b4Mk9gnSO?!k0}zQ2@>(~*W1YeqwFUk*Oj0(d=pT% z%cUeN=<|dgw))UKgfWH4KUAj@(G_URzVSBH{~GSlmfmIr&!i-f*XW4MTBFR+QPI;} z89-kR3C7}};;7TV9^yYt2&xe4xZbU-?vO7A;Z;RQ5)QH9&hjf0;Not8W7<%*TE5hfEc2`H2@L>b)XdVz;a)d?4#yJ%{M}7ig)F z)#C+n9G{M?worxNd@F+TId2Y|}Wn^ZAv%4_xFN2c?zEc$M^OJ`^aI z>a$w-)lV9S8%<@55h7KZm1q^==US=my3?;I%ylx9NM;OIb;J-58IAmoYk8rQXO8F`=USIlh77si)lg%_qcJ zoA6*cPw_{`mkQ4rVYo1^_S%nQ9_~5t{+^KZFp+a$P_`_?jGi=kvRQac%n?ltC~c$e zs8!SzVHIucpq4m=e&W@nlP{oqG2?KBHW2CLNTq|pN5vnOP)i80dzb$eTHJg-|C05~ z8r6EgRp!_|Y$>{9B_a}kK;cnl285bLX#So2Chs)hU}(wn(lk@~D4+z_^i&2v)4Bf) zV*JB6(3attO1m#at(h?hoUq!SyhrEZWNoN>S~$<+K*aJ&={HdobP4PQVg9rke76&; zu9Y#Vw=?<5V0x4uB^K&8(V=gX=hAL-2j|5|spde<#LjF8loXuZe!*#st|`PZl_Rlp zIlXsvKa_2kwJ~N*^wp%q%otrjVQqZCWKqCa_v(ucgQu=TkP?y|+4RV!E12#7Y?kHJ zURF0dWWlv`CzK#o)2WnFFf^Oi3z%r)KIs2)kj^edoL$PZGuB^*q7;UOIxdB&VFKks zuh4$Pqf7SS)S_qa=!6Zo{kMUIC-g#-Nd6cj@W@j6EoY2%tFl?~pT`-V6Dr+u{>(y} zw049vXN3n)BFtpjiAZNC^|WvF&$>kB6|mZJ12xToGI>p=tMmD?zV<5 zwLtg~HjlRcG%pX&MPcpCiOP=}SbIEY zRjwLV0Sl38A!i|sd=Yah8h*OtLnxXJB@yusYJe#T`!>MRKfwM>@eiQ}f6u(vl0_jm zR6La&EOpZJzGmBbVbav66dgxlfOV%ftk=NpKzRN5Lt`d`u`pk5gVlr;I|)@@b+vh9 z%!B^4PIpA$Jt%9lf0^-x3p{1A(lU^xTzl1a99e5JP?1cE!YMZY4zDvm9}*&XBVFZ@ znd$k78uvrZl1YlQGENV^WO!dZOZ^vYYP$VR2Ch##&bUt`*wLLG-ZDRqD?*`cr4&qy zEG3#vojgk9$i@%<{8L|I8^oFx@z%mF=;HQDYC33ItDt$57qx|u(2g~${&1K|2QWew z&?!{sJF=#5Ll8Op+@n7O84yuXIyG=H6%6sAh+CMz}gM z<~p3K)=$2nf#d*fL{mST&fb<-4D81YCNgqj?`LwU2Zl&_o`hRNq#B-v-=mCJui>OH zHd^%)e<(>Vqen+WvMu@!F+^RRxQEBa`cJw_K;;rob)qw5_y6@ww_NR{@ZKd&(}l}X zjyH`D5vkG9Y%@l`I$6E|8*^JC`qPWp?geuU?`c`6_g66eb|ys$F%R6po=j`0s;4c) zyy9Aqpo8b$2UC)Ee}L5(J@;`;cbb^|@xSxGU#Hqij>Ae ztEY`DW{h9DvvQdiYn<>qiqP_pzpQC&>|n~=(vPUbUOz3aZXj7d5nR7w&5N|cty|j1d z9JoNfZ4)}d*`$a2iw^bonWr53GOGqU785u2Y8R6BMVkACis|xj+($7{X(>U9Z|!Zh zm`{<=#q8~Ci--h>%E!{ziKdMPqOjP87O`yvE!iA(*%&VZx{kYhrbh|LZ*#HEZS4C+ zmaN4u@v0l-jj7%9w9Huyt{H45HwacY^#=t_c?@(Ixh3Q)vXn*bC)7sJu=YIRO~qLp z7GH11qFXd*G^0Mfpnwy{w-kh|o30MhiBP=GdHd8qQwTyVWR!l-vH$*tLKzPmFK;*H zk`!tz1fe?!G4IAqzkSw<$BA>tnIofOel2HiVsIuOEueV}IS@dqDeI-H;-V{Z$b)|J6u+MQOrjL~|r7UT6F#E**-; zDb{PMl0CR9zhD2eP~nrmK_yAKW$dg7!E@W6k9f>Dr%?FH50QZmFzR~meOs@5N&3Gc zj0YmSG;iY;MdZhzrNMw5BmPr6AR< zzTXCUE;h-zv7Z!@d!0J0`b+Fja2bbzuP~V`PMg1}9{dWsI4&{wy0Q$`LiWIm>WfEN zDi}db^YOJuxc_?PkVm3udwG3YXoukk7dW@2D^Vvi^si4wsGCHvx)ZeXL%3$4UN!T( z=0-HAiFxOW`+!d>Jc-yBw@WzZZ6raBoyTUXf9I<2^S0~dFfzCoooVLZ9wVf_H)MyH zP81Dt=9|a((p!uLS4Z=#?M7FMz8gvZI*#h%*T@%tY+Vv8zERo3mNdfZqYK}F5w^LE zQyv9JltNaIuQx&3z#_R{8}=rTJ__P%-j!oD`)0wHy88$1;x#*GkoWOzv4V6z&X#an zuDT3xL&Ws943b#zCA&say9`ounIlR$rC87sy5$9@81*_yoR2J3DA(MI7Q!$HyxWo4 z1b0?3Z0~x$Ksm(HY+`ii8aPX7%bt_0u9^~l3u`*-ey7jzmawVDE+%T!+Vc3*A2%&E ziA(Hl;IL1awg1xC%NsE<)f+KyknuMp^PSAt=}x5{)q@?LO17O=zJA@&fiYUur4(+& zf6bITe1sjziz)R!gw+*QM|>l-_!VY=Krm%|Omq}0pA^hV){e%;5FSI|LLrL(RmLXo z^5jPji;K=f5%1Al$J@6veN&udccibp-XjHYE5(t_lSfIv*9*iW`-gfE)+aFZq(4q{ zaoe0K)bV4_nYs)3PK#3l-#*!&xSw-m!U*s!OSh`pV%6k_(3&*EZl?+a9~qb|GM9!D z^5g{9Cmj`{9PhaEdeTKdiTK+?Kq4f#fRjwNn4T@ zWgXOhyhjSB`Ng%B*#w!^^D33vKZYq$iD|LWS^j7+7)ulq>x+?_ZMy8fV@Ofd#k}Ze zOc3i^)|A8b#ZUPstci)W`bh@Y79Gl@`OFP53$Ek`)3?CPo~t!Th<&z$b^E6nd!a>V$R!xl%zB z`p>NgbY5wTV6mwWjcW@$*CejkXPRs|VglkCKSw$DC9f1?2^mPp4tn@iZ%ZtoCf7m; ze7Zh1hQ#Ve)5AKSd@t6yd@2#2P22Kw6gZOjogXN+dl)Mco)S!q1*yFmi`2ApUmIhl zIHo`37)TKqFJU8TvQ%;ko;}{FQm~2=a!)1^)!vSprx&h1H@U{GrYGv9xRXsod?mLKdiEJMMpI;M7D6GD;4PBjN3waBUyA=JWO|B8aGP?OVvopq zLP+xDw1ZKv!8^*_My(l9!L=Vf&+RI+2jp<{SmWm~o(2*(zCGr#k+W@W< zhK@$;D2_%~Twc9;S&dA_(NYy^x6_k4ZS_Pk6Nce=8H>42Tg7-bF7abUWp0W_k&=Q> zo^?JO|Kh3|wTi@i>@li$qA?5d0Q8izfx}R+;-HXwZvZt`INST_htf6e37=PLIe{c7 z2T#lxGqJZ7gJ{{qI^b)qF-+Vnilh^^0&<<%Sh^ASa#qhZ**EWfA?8zJQ$k%b(5Kq; z@Kd74EXaf5bxM{~DQ(@?iL%4(|BOg5yjEnW=yQ94*MJB)m+JmJeT4h)@`ZD8XZ5amQNG66OjgaZ+a`FAPuFt8Wlsr_O$SXBJ5A zNGwW0rWxq5DMMBNA_RVP8&4HwV{=AzZhX>wI-y}9xjJc#77VsF+4{0DR9uKIv36JZTJ3Hlwu;IH*PkIRR+r(L(*5jIsvyI%W2p4b&d_$GIzghdA{TQLj5!87X0x4Cuq0 zg@b!avD11S`mDos%lP_K-LBa~wJ^GcMu+4hJ@fN7E1kw`Z_8_^x^xLl&VfH}(Hm60 zHT1m3R;46GFw8>-!*ike$!zP;g_q@opeFX>o#s zL&cpekvvNl$V3k|4#B~`UxH&&+vO}PLePuYwXX*PA6n@xYaHLCr_*)r$X*rfq%@Y$ z8=@bUZ}#@k`#6vWO7U>Z-dV;BD<6eII;pgXe>1S4Ftf;VbHADun|gE4YA;Wb@ZPN9 zRW(25wYSGL{()xh3m!(x3imEQmnym}CN|00vP8OYyu(cP?F(l*+n*{XI8V&;P*LbH z9wezmonBuH(#Yo(#oZ0JSzDF|kxw~^Qd1|gXQM#SBbYyrSi|46q>e=rEb5$nz<<=# z{`tKa%)Mp(96obu+@<&;nEtVYj>A=L3u<@o-7h4fH2iQy@xtiX%T!)mYUd<#f?pp_ zbbSWt4Mn+mFUlQjoy*!d!ft0 z?}jk<9hB4OnohHIMMKbHQqlA~&+c{uS-vV*9%m-YPoy_PkwOY?oi8HRB-BO1o=t8D za_Bs=CyPrKqbADXo?R)Nh-syJCK89D-a9SJ6O_qqI{E3)9aTe&g<|@nFkK$F_8{}D zyN1xE7;53|P@DQY+Go5IIE~_A8O+=ocjiwTFHwI!vUGpmN02uncG`Wj)IInvD{RXw ztHC#wOLMhXy`u5gaYRm@cMOB^3G?TsFEoZC52nULXMyx)E2`K{-gECK5x%wA8`}`1CjmNh|>lrB7q7QEh_f8r@TZ&Js$|} zLHWxIQU3DBF}*^RqRK!@z`eWqr3=x=@)@E-d&Rf>v?WlnilqXztU^~h&X525qbIR; z$09wyt=p)al4+4irC%`SnEO%3h`u?3@;iNch5548GqIlU8Bs_w!yMSW?E5}kjNe{q z8)m2Pu;?{>1CO?5^f*!M zUToUnY4tz0##7%)bXM_eD%US*ycJSypC?&X0-so^e~xz{kBGD2l}5!r5kUSM{h9_1 zKUth3OujdN4HM@qYLN4ruV0^}{%jIWlTwcX!Kk%34=WbS8rSRYO_xvI@ zs*^`gAh`|3Bg7eE?tPKrwD1svcb*ASP}#xv|Lmm)BY4nR%Hz#fK2vF9jY+JTqhnAn z@6z*!*5fQ{cQKOGgr0!Ckt7Kb_@3cWSsY^jJIjI%=h8!VzlrWJ3hQr)Dy?AXYdYzx z;28$@%kGz%rUdi&rQ9FYjzJ}-sqv8k%~aVh>hx032`-j2#Ps2MrsLYkdu6N>!q(>K zj*J}7bVL||qxcbXZ9J+z;7HkTOddm=IMVIdV4$;ygh0demTs8{lX&w?Vs*`rJ{kUo zj4Aw`jMT}|h|EY9Wo;9r$DYbhLEBe_6%W0`-=j~Ee98U0%GLGh&e};h#dxRN26|GW z$X}QNxf;@_9wFqXO#tTdE3&tbd>?oFux>;(xZOovFjprLZ0OO{8m$g}R7Vnh%T*KD zH`74AQIw3@LM;BuerH?1Jo#TYvnel)mhC8l)_FH*jAq zZ{Rp*F?D_`bmUe}o2jNozEaB17cmjySbT6u%ndRUKkD^rI(_Rv!$ zB1EzrrpzSNTi_RgsrU=U`F~P)qqQ}g*u*H-0Pl*If;VIKO)JrEBp)VmiV0!;GWi#A zc@|B?7cDWtGOb6gN#@>nmVY3KwN2ly{543g@BMNFT_1HKmy*_1=$UTR>THw~Df`F9GL!Qg}$ub)PX z&}N6$3pENS@lxmeWtk&%p}xST2wEs!$;ZC!PQFV$QzN-DcAxoZf~do?#Z%RQ$!a(F zi1rOncJ=14SBDnFL@CGkUyd(Tu6_IU?+v;XlI)kYK@BJh{{B-@t%S$)rlLCH`9vvX zB(iDB@8kJpgC8LosY3A0O4%*L z>!)iK7^QvQYh!zqu!ptz)RpgTqS2-MFi(%O}3xfL!`0nCUkyemxh?%sh9_lT*H=>{bg&tc2Me zSfy7Hffe4g-a0j(7+Rj5sgYX!JCOecWBr@8#-T1`p#uoH8 zKV5%6*yIYV9DsB{4GB$jWff}&>Q>`ED@++iC}QTsVT%+kgb4o><*d?M0ol_~spBQ2X0*};0x>>=84^w}YEsh@+MM!k|i zN5F34;ETh4@d6?K9!V}8AO5rk78?HZc0JnnpFb}fbiC_tYNs3=)ZS}3In`RprKXlPH z6QT{5aymIwV10A7cQ?NBGtCAc?iFEY-!B_An$F&+gA8h{HMlocVoP2F&IqHkA?1Ns zmRN=dTm{32SC$GHhFpF$v<#hSh8S@BPia(=P~rLrKd3lsevu}L5$#m-;faiNAnmkE zPS&&u62#(>bV5K@oGhTe%Tw5zx1y1=;z<62lc75hzS!b96^OnTdgm;7TW4zaer=6S z0`UXmaio~gAwo9ore*-n8f{3>FngqMtZ0``wEyvws>&9eH9kSA81`P9eD|ze1xe}e zPYU*ZsQH_pNRB;muJol`*GR&nNalU9@gmbW-=P&r$*cP5@G9HWlcNTu3g@(eFqG)y z1X3ct%w_5iXfLp1Y8=k}GLDWeWlt$MuUM_u*`J=RIpkbZU$v+0Wp)*eOb&jGJ?>fa zxEfr4E_e8VKO?3Afygk%N8w%O(~NXt`UYMkPyY2ijM!g>k2%S0K8h0}!}GL17HGZ@64Eeg>RF?R#pRwc(!cqXg)O%u)AH#qccd2^*jfMh`!E zgSHPRLJk)cNQZ@)0EfR2_>vr9po5{D^id#A`Ga3@s#%D??qe)q@xf1bpg17vz^S*x z)uZg*XD58X+QD}YM?-5CYS;%yxvVqDJB2NR=#EG+U zK0hf8w91y;Q2&f8a9=kNF}vwI8y8|raBDkV5&~m;N;!oM%BX?B6J)85u*KINL}{1= z?Wv2h^$$gm>pILA829Bh(A$D&U%^oaD@$x<4JvWP5imT8eZ(7DV09QVHIyneXf0Cx3KpI3ByB6XgW3 zckvk$Ch@&wFyqh1QVICd`=mFmclK+zk%&Qs26Zv^1on1hL~p*Kx{+LkcX`QAyI1jW9#QV~(bViRIg)3ryN(d?Xi22Y`Q|B?R zKE-3{j@6=7rFYfX`ZQKPW*#Hd7q{|4_UQ-dR2d{`Xl_%ky9vis)Gu)b^7Sa*SmHkO zzQ}Kxx%3cx2)bqMvDT*5CeJ3t<|GFK(S4%EL7ZftWYpvwj!6@}J{%Ja(-xEDN^6rM zQ$bVv0flc$E5)l4s~oGct0^lieZq;oeZ>7&->O#8R?hk|T7fa^mTNY^!~4v)DK=QetuL`T{!#t;*+fEiITiJv~arg@)bsjSs{LDt&VNkv}cX_ z7U~wu7SoB*3DwpamjQ-K1ad_D<14O9E*h>Ht{bigDNS4>R;>_a$l-U{(dklGS?ian zpLX(xM(0X>wXPnhM#~nMy<+^b{&`v8vB0eWWx7_nU%HGg71RQX(OA-mdGg+itL0J4 zj+e04^5yhp$7RuR>d77v7PBf?c;Zen3J8sa8m zR?bq+R>MHCui|cPVT0Vo!jaH<%>AX)?2bojz8G3gJcLES zFij|ZLLlAY^4G70v}K>K7m5VVi7tsWiR)+)_)hq{`g}`;+x;#ju6RvK(3n|2H{7P} zdQRx}ESdL)XSwi}aK;b$4a?)V$CDXq84@GQ8DuSKEo$Db-Z{-T&0#H9zAL_;d<%U@ zFSai8FL|y$UQJz<9B-fYo+Dk_pR^5qHz_BK2tR=9eKUS<9bP6NIzTlb^6ksFLE^d{ z4h~}bwF^iTh!odRr?0U3k)imPY=d+*nm_Fqf9{v>Z|xU=16M@pMMWPiN0mw``rK18 z{slCW=Og}$v#;O2KJDS^@d-cq$Q+5+tJzcXu?eRPe1R z`5GB6m2^vn9pUS1eX4zG+}D@KA(t!{Nn;pe6q^#$%JD4Ob?}3U|U9>>)<=Zw7i{I~)kMOS%ffTyGq2^XCATHn=(ADGTt(BbX4Pg( zoUt5&7l+p_w+&1s#m&Xy0m)gf$o1BmZF(ym4YSHci2L=@pwT&RkaI<%D>jgRIFxGJ zx$YLMvJXVA^{pNpU8*IO(rFzq&GX(R#&5(I#|sy^sFmn*H>b2Vx?xn)c*>7xwbVSY zmYTdMvDQ%3$!xvdLM*~qC7!bnhyGN}(kw4ESV3wdOF_#+3l6U1ZLlf4z`mi{>%FC% z`K0?|K5VKxQLb2)LAEuaQkM13zBip1JrRt&&+Hz~g|@n`yDixs zkesHkyL0ZgHY9r6AKo@1B_VZVnv$srK|EfcHTCV47$F_>8SX8%_C`nUMV3qIiS+p$ zx>hgHUs!f??wCi6*k)uB9+41xRBUu_$aM_#sR#RiyQ#RUIoLM#_qv|qCFK>llsq@v zvfUIMcSo9=Y1vCgPW3pZIOMhjNM+mvD^bOv%`!8wk2phk5`m%>;pmiEd z)oMmUX)O#FCGJDGlp_RZW6en9{MbXXOfhv)6)uVWz0ePjpSf)hue;1@uJtc(3y@+8 z{g3Y8W0sNGRbGm9g7DSIR71v0ULKAC+#|!m-@}2s5AN=Pzi=Uza0vh0!@<#jD;(VY zn0IhU;EDtOy~=|B^Y-3m*8RWtKClnPRi4SnfUAnJlc}klvxU8jBmI*=I5>D=%hwt% z8uBj%jO}e%3{C8fOj$f^9biS^gggYmt*xnxA-RXGjh(ZAhcM+oUkHGE*ke{o@_#;Y zu@4}k@8aNp!ju*+E)D{$tnTjaEbg2v z_D<%k?EL)vtZW>t930Hx3ub3eI~PL_W;h#Rs78G<5`OmWaF8tpw|M!Cb zG^z2QCb{_d|GUZmdh=f;VM7p5bg~4k8N%jJgk6aBe?0sBy$~yGg8ys6|6R?0o`U5R zK^0>CyEQ~mz2wrr!oi8b$vhW-?Q!oH6e-E%#R>0%1hzN=_6Jn>PFkf(O7e1Y8HA_i z_xeJgqflNb#xW5+LXe5!lpcQnCMH%E3rjqZZtZ+WTVokIw>u-u3FWM6S{G6*@MeVS ztERsmcct-KPj|nK4TKL6BgaBU02hO=6#E(2lb)#v2|i=0X(cXk`1PNVj`=dTXK3?8DwdIW2-=K%upvXO=rYrsvU|20+H zyTTh`JV?;t)%@M)PxY>AQS0+I2Cp3;f_`<5JwkO$#ggC5#eDVpW(8?5hL zJZ7Jkeoqs{^Eb`gtA0hLD4UfkGml;VP8M4>`KuMZ=(kXxUD&&@)G`seKlLTO!XiJr z4*PNqtxp|+a#NHjJtq1)8!s)8k7aLN<)ufTdTl0VeisnR;QigrS@Ad5+rhLAMG{`K z0i0To|4g6@K>!vc=iqu>^e)-&YG(fQ>)AYXHx%-F&S;(@cv0jwohtsiZEQrDv8|n= zIh#M|CCd~!@4!4gSylAE90fzB&5QI|q1yaL6*)M0w;v*!yZlj*rDeYp?V|2dO~Wv_ zdd_Qm)%i7R{X(G2s66jUJo}VMY+g6MHk0qgfc{6$&Z}1+SpQk2a32Ieu$;6)J~1*h zo7PN3`>FHSG(-IBX}*(^(}}nJ9SYO)+!Vq|CF^Ii&Wc)=dGVLi-bX{c>w9@`k&o^D zuVxzFid;>NtSK~}OlXf{@Xkgl`fA$Nj9)TskNEC7Z+4O0Iy9cmd5`YY&1cYL`W#lD zPFtVFlj#2*vLp?>`>dnX+P44Aw!ZUy^AyYcYEV-FeSQ+9@ZI&%CPa=^{_f2Gj+cX2 zv{ChK^xG2BLThVC3B$(9rK-B_c;YXxy^OuqlFcvut`5gk6i-krCeAnpm|{<7?Av@; z&YA0GIV7i5)ikL~8rD)a-`s!rZPNd=Dl@`S)bICZ4HrTn^*dj5S&diEA6M5GCUN|V zog7m2Qc>vOYxLw#3LB+KrpLfu!bnpLS?|np1!Elv!$?^DsYc%h9l)G52i;64}d1 zeShDj$C+TY4D z`T$=e%S*5o>EGE87emnVJsGcN;~_3L;-+kRCjjHS^+V7s{LaL;Or zYUipP97A;cLtS@hyq?!)UbD0JlxZT#{Q@HMH1<2ci z=c53_5Lor8&e}MuNStJe-S;Nr_07{VH_wvIenO$76OXIp4cuI2e(;V69fb$nQ%C%S zJ;Xh!bJ4Usc{=Mn(rj4#3(nm*QutJwbCB)XM6*`~iHJI>{ckg?`>dVDFhl7bVZii9 z5A}l!2^D#6)!WNy>#{uR1Pw~zt6x={LAVOvunY0^eGZQESbgbXz2wK>SIJWdZ?n40 zz7?Si;wrb~d86;xjn_L(!3$2*`qdfKUB4&9?Q03fY`nUjC;Fg^+GaVs-Pg$9W(zwE zj;LKi&m{WA<@AQVI)Sc>l9vC?$yMov(dN;~r2byhX@Tesz5iLAZl_;SNv$lC<*F{& z2b;!ZR~lLl9S@vSTF&MK?^^0ukC5*;e(mlCDmpq=6%zN+u&Gtan<3P=K1hLlR?2~Z zbsJ3*^82$jjFHcYcfoWdoIP^XyxVnelQYloG^}yS5-7R?8+mAZa=cP%`s{<`)&AXRgrq7a)uyCp zNq-heMV6)R8_eH6gHRN!oVTx)5~PEPk!{fF4>!QVg&&A+65BVk^Q&};`gkbjQ3dsd zs3`DLqj{QYh=9{4Ulm1j4rOH74aV1^vu!@;(T%6Rm7JA-ydLDjOD59)r*2PV4bj>! z1EhHZmArlVRX8IJDG6EY!M3%$eZrFi`mRM6h*!cv#|GHp*MA*rB-Tc4)I)#ANCAdW zj6Z%2F-#13vxAcG;{KoSNGY%+8l~DLEB-uaH^4@w5Y|AT^8f4MsDM8{L;gv}^T)Fg zG69c_6lSo3`KMy9AW$*sJ>u@aZu#vC^8e8zWC|#iLC(*=zP}tfD2kLRF#4|x+`tAE zdn4F9BL3ra(D8xOdHaIx@b}Upzza)|2f0MPi7@&*h7L+B39oWw$=g2_XGwvIcd^Tr zZ2pXaO#_Sp6Tjmd*`JD!kwL}6@I3!dlOrW|+e_-r)N;^6OqE5w?1!7-we{tAtElYb z6()`%7IOGHa`X98*yfaZrtM|ii0GXU%)=aQ10Sd|%C*BX=RWVd$?AV0*JL8xMkdj? zj>TIBY!s=qwoS#0#@)v46j}?Xle|Pd*@ASpX$^Ol#*I(MgPbGbuD%k@-%)cED(aU) z8FBJxVa~oWtQ}anWKYsobv@b)kEJ(^4OhEOqqcR>39dU}nquR3oJWLtTR;!wN2{AW zz)r{Hvu~=ra`s=kefqH)`fPz#^g_l9_|i%(+H zQP)F3CVAkR`@U+MC7Z^0fhc4?pDI#_qYdUU3ZQN?%rIAQp}DX}6z>k4I?b->$O)K4 z{t~d}zB?BuW&Y_3e2YOk6ConU*~jB$e%zb)zoLnUofbO;K`VMmQy+?)FC-BDSTei; z@u~=O^M0pgy6c1th^BOVuAAm>>{wKUFUetB$14PGZbEvERqytEIWn@lYnHJGMdYxi z%$M1Bg^H~2MHHssZoTmuS?1mK`sh1iyPq1z8g2f^Ib^1D#-*|J*2NW)JW2bAu8uh) zAnY<;B`!tl+S;YT!W6yUclkyUViHyV7!CU?Av+dSANbHw*z_}LAVU-N{rF+w+%SnY zf^XlTd4kQC&YYhD*F{Zx18 zA~<>FgsM48^9s9}j&_S2d9QK1)CWr5dJK^pWoh~q16Fr$weJul4uU~*AW{)hdOD`) zM-{51BoQao(72XjeJC6__mrv{c)t;o!_W7XAauy{7sKul;Knvx<~-L|x95s+H^VFo z(s@XHkAG->aA`hd-tQ>Ym#B#J zyP8mV8hO%ze`gwRDb_$E@)#^s8(CjX)Nh?7-L4{h@?w+LozThy-IRo^M{!?NvP(M4 z5Er8JsX7M)Bcj>^uwZ^Sh=EQZD_X-Nn9YiH;_(?ZT4{8sx7Vi+H2s!xUY=On(KSEA zbK^0;5UA`S3ZE~$)wHmw8CUaFt8#N7&MBmZTKbxnTbuXkCr&zptl+L+CYN5r z=JsO5e{JBfT&H1z9-j+h{E?rA5otHxD|P2R(})_gVz%lp-w;Pj#Xc1gIl&d<=4R4DMyc^K=3 zGICPQclUDz0WdnL(A>f8+0GR zL3w0}=4ij`WwLbvVB{F>~FtZQYw`99VMF@(iwwzN`?=RxRg38tcg7aOt30wJ$B9=P>2MdQUmt zqjzvmqS#d^NvsDg&T^Nk8E(WBoom@JFFgD936GrDNB%Ww&JiK!rH>PaOgWO`KSHtH zadS-*b$QZ#4*U9g==%eQOqg_@duTO{WfKY}o*DGz)22LC=TPo#J{nHtWl_?w2t(iv zl!>qRwDGD`lF%+$C+Ha0FRnjfZTeMNy;D15c2A>*ZCsPNY_{s-O^LlPqwm6fvTw3M zZm`_8;R9kDxB1)DcDtu<+locwsgW&T;#}Q3ZZT&pEgo0XX4c-(QQDp2n?R}Qv;dZS z$nF$$my?lZdN|$gEpoRV2n_mtvxUV$-1c1%0o7mizIsi|)6f0RhrvJW<4!cCSVL^v zZcaVtmY7woiO86*-@dV{hInd>fKb^5q=DwGA3``e>Su>sd!iybgZMQK>_a0ey9@0n z@*%a^muVK&_y?u)?or(M*`xDD#hf^NT|0UP6gY^c@{mhT3bRqd#jna_3`P|=;oYk9 z174n7p;>#mq=Y|o7GJw^_ibm~+#9bjz`-i#dGq7dxN1=A9h;LVEXKX4dKnJ+s7&xH zOs;U2_#15rG$o-==ErB8C&liVXMDxA^so%Cy$N|?#Lb^KHPZuK1oBOEtGp}BV{|`< zfvk&4r`H*gA**R|v$)pxC(|b6eI@qiYtqt@LW3{00b)e5_e$*EI)45v3a^#Apmclt z{io!a)}lo_uN^wm1-+$S#A|hR<7ovy>t{u^X9OV%TVY(VNhCqgI>5`TTOxDi#y#z} zR+m@rEhyZ4cX$Od)n^ywH($bdR_?}T=f&?!y)m;Q=@W3t;kHphwoWdh{}*yOxEElj z4WY>G4N<}#`5h{=QNqG-(po5#3Vz7q`QLCf5Ef(y3eu+F{~M388B&25wsZH+S4>{R<@ZELym+H@)kAFm^hX5~ia$7* z8w8I?Y@g&{e10<}vKpsyS`;Y#xAK>tk;^}MX6%f50rcXCqk?)#;Y&#r02}Yp9vp{r z4ktlp((#{c{ziphm(?4sQ+w>6z^`iQ7443FD#e4CVt^c>;Nd+Is^5zN5I+QXCW~Er zeC~n9SbyR1+b;t&6@9dsLf8=4vHm@WYs zCGVgA`LG=!upLC-vCLNf<5p74!POB)s9Rs3*sIIT{>{?h1KhF8d3N-b@8d&Yapz^r zedhN6dOM7@@6I&0ybLC2ia+9uK9(;mD`WI{j=34ws8gmD~);L>2R6@smY3Dc;wX&Y{@9L4> zbDFrz+n&hp#ev`qJo@jFFWUQzZ*U-PZXr>-wgt~O{|p!o;nG$nESNvaLF=CTpDx0D zEGNE`s|I; z%iY>f6+zWOxR=9rQlGpYL_9%w{_&vTt`P(O+0=COL`JsHsotb%-wp`6c3ruZ{K&x} zw=jRiiwC)Hd65$-l0xdU-*J7pspy{q1E>NXab^j%-JX<?a z!{*|^`cB}zQ={IvRao>cS3Ibk{RF_6`If%Veq^j?`iqcwu0+dkmo@#|xp<|n&bkYO zN;iq;&m}KGI58Kt)XQ+RS&*r4wb$k^wN4iq?@7q&1C~~y?Q*=V5fTVXQ(=hUCM@os zIrIZbS3V57AJq^R`2s?7na?U?gW~OBV%u@EBr$*Z7d6uOY>UWO6$sM)mgPs;j(#U~x3{^X z0Lp_X`W?oyR}KPzYtuRNN~aMFxwn3ts3erERyD zHkL#V|6rgdvGRusu5JGNZ^?4O4iTlj0jW|t&x}pgbd7sLwR$!zLvH~{1wY~j3`1D9 zu?N}vW*{2NH++J{16Xc(({^`u=Y&5^Ew=!}BRGe+RA3n1sL;`1?4F~_5V&rFU|z<) z`9Sh=tUx4QP17{~xMk0m6$T-0!cb?oI>AXi$F_NpQF+Qw2&3DaPMMDg!Y@i*wQQF* z9U@$<(26F*Fzj&KVWG>NB;$`VWLH0XorwFnGvU9a`JPTSkT9VPI?dSD?FiQ00DmB> zH_f#i&S@s6*7EI0*X73xBHWQ%7;MR0HOO(1(YmT+_@GfrhB5T9kkC2|@1{w$sl1-e zAgTCl@QwmyIX`kO-F?odteM+*V>LtZ#s%ODE9_id=$ub|xdxc3asiG)IoSmA!UAHu zdWy-GPE^K~%hjqT4fzAMUn+!6i#0Em@~?nlb`_D6}M3GF&G#o%K`6dOjRz_B1-0 z?rOptQ*;;uEVSR)2ArRvj8K5ib3whfOQxV&)4Ods5x)An7h@wjEo^2=PU^<{B|Ygv zB|S$VIE=*z-Sb%&^j$Uqslc%7w*oQ`$9_GMRl;XIUoJ}hi<%`eBuX6I+V<~VuK+}1 zV5A99EqRfC$2rvAw?P;p#x{$dU_I>Sbz;u|aNuVb*09%#OQl4+Q(fIY6j6=D3d7W6 zordg>TtNydr+?l_5YsUFQEL?hyaR{lYCIgnbb&o^|6u6NT}L3B>TRACH?#=B&ah*; zKCNpT62jJB)ulUG>6ALxZi7OhUZnSv;22(#IH*pB_sJ0w@W$=|WXyfqu4xC72tXqk zEOU%9Zk3Au3LVbaU`Ii4r`orU-AKZETvdGt|N0rGaNHjD^CTLItry>npWIN`DYDRp zFKf?VsyX%WySIwB%==xL8s?Ikv}1*5_-6W^_GJQ#Xw%bmQ#a?u2*4IwO%(Po)icvM zD2?F7N{0`C)umG$$?K8%PZR)SvAN%cxfhlOUk4yHR@;hh{13Fo0T1w{Y33Nqnq!W( zkye}Lq-QS(XF=EE+yDZ=IIGM==LuuYBMV(@&smLgNOJ77h`oRbVFp^`N#@wnS1Y!3JIL(}ovjpAiy7ksUN`kmdc$eJSecVP z;8VT<(#o#oH1aJNEDx;C+hFXLRGTD z*YjBX>csV3(~yRhL$gMuA)asZyglgYGw z-d>})^>QmY`wLPI#rg4rcO~eL{W@lHzy6Htx^IvZ>c`epTlAfUHOB1W= z8OGY`@#%GY#EGWv9=)v|2qCK06r!EU?o-U3AiW5e%5KYjGWd@Ai)h?4EF#X&rL3Av zameVndU8w^&ujH$iKiE}AgZF;Lm`cBT&em(EOC~;#!MRo%N1BJPQvuBjY!eP4>b4b z>QhGJ$c>vk%srULEQ^m5kE}$CpV$8wynKeJL1BuGki_-r#%Z4X?E@mh8-DnB!4j<1tdvOuR=s<6 zdag4RdeZ6RA9T83Xwtl(FvaWW?B{An`;m`fcaHzyn^*}>aDeMGWZa1$Lrz2U%5rjc zqE#zn$IUN^g7r~6372C-p`{5Q`m!j)F$ry5@s#a0i3cOcZEe~WwNYN~N@T#LCRFQs z^+%XSD#++pwMMk51@V*HP9nu2rquChCC~*CohHiiKgy8kF(jIF^+jmTHy@kkt7DkS$(ikwsa>bXzm7TDSM!g-a?Y5ghKaJUaFift6$dT1p>_sxAP}rNU-2R}%L`W9XN#kUFPOR(mAK&#%>ORZ- zl;+YMK$s1CguJV7OCFA5!`hE-IK;5lS;(>6b6D6`2H@{-Jo}GshZb1VJD=mq^uiIi zjpj4{UJ8`yvU^bQ#U!I+t;J zr3NO&1RM(e=S&{;_MWJCIs-@bYLArXk!16l)s{8`H}e}Q?S!`A z7VGd%|MtkuZFNu9ujViKSOauj}yGPEWBtc$L1Pe=7aA6lJB-KA}`+0)P~lio8QYQR0bPPmUu zx~!Ut^63_b$@7sABNJOKjJ3X_R?>9!wd{M|M6cjbmHeeqL^H(Ne@1iip(*z;tAA`| zZP^}kghA=J$5BrW`G^O_btKMX#Ti2P$uF2%j+OHSnn z0oB5v>{P6d%kxNHkBsHoY{x#txynmhca%1c@90tM&S%(W4x33lx)NW{`2L}04sXVy_%qY%@x|{u-nuopMG;lF`+)o2akia) zV&ogQ7L?M!&OX49yfXCuDq+Fs-UP}_OeUVZL437NQAzQD*-1mb?f7YYrJPq=m{^BH ziLa3YqJR+vzFe!;NAID2hROOgO|qnSeSOr`z^$8{VHrj|9&olDvxt0$f^nwy^|65^ z&c|XsH9JEdo^T~DWX6*e^d#&D?E@(#&(ME4skXUJc7C&&?i{l%7Vod2g)^?B*a8HD ze6e0GtNg2x?JAo}%JN_2EW4X&^+TyQ_n3T6tYR^E37Hu@c<_}6Ql529~8fLBc z%CGErA8$q`L9v{IBV|EE%R`PwVH1(!s_kHE>-kZ_4P!>9cE+yBw7XQt{_Kl?(Q@m* z%cZ+k9`WVdc};7i%>ozeF>dyk%)y+ch`tZER}&A{t*%VzZ&a9be9SG_T*8%7ulhwo zoZ1dxW~g|wGEZcz03Bn*LO10V)9WFXj2vAN-^h`D4m>@X#e$Wo?eF2TQ>%J4dd>F~ z&2=1Vte1hNd)bIEL1_7M{do@5+W5)iQ1%-5Vq#2dTPY+}?t_51fx!G=BC+(CV+3tY zxoxg_1BjsxQ)Exa#5{*ED|5wYZDO0PK`Eg*qq3c2g&M7x%$|t5GNa+|RBaG{- zb9^Qibs#R6GKTL|ngrxLw|1-3sTEJE>SKx~1ujIs`=rO|La+wokiG5cx-JLanR=TG zXnv$y4G&T@hks?1@?(KdsS0OC$GTQwibig92GKHJlS_Wgp@Mj@F8f=ps5W~^EfFz} z$DG0gF56T*+d5-TL=|SOhH-hDaqre9{WEmeGn#Z4NYB!xUmZ?oT(a8PB}d(b@?<`b zriyOr%xcM88L{=wWu@*_(|Av#Tm2+o8(pgF>&aa(vI~RwpH@v<`JMXO^(IQ^S0 zX<#@dWwCn^z7Q5g|LLjXVg*kHx--fYQNiERr94uo%;4VG~+8mNUu0(g}( zyXWO?4j1y#P!YU7ylFv5h}7Eg-Y|u>(9P(f-L)~_scpO!s)M6KpZ9& zh=P+m{aaKWCKbS|RI>X6A+brrqyjkY-~OUg$EW~#ZIR&V|BsI1LwgjN8D#!cKucvM z&Fo(9_U=hthLzWPU|7+wq@JulwZp-GB*CjMc&_du`KCOtYFNN}1n%*H#IzyG$69Mi z*Rzzoz2lUlqTp2YztThUeQ@;iV0joi8^WO@*CsTu zfJVA^u4jm0(&|i`11wEUQs_9gs6a4a$uAw)HT**}r|Uhxvm1~q4V%lNInvqWip_so zc%)u?KAJL_Ro(VP~E?TPpgHh^Hz0#Q-BCXujt2(}En81_M+F(CWmE$57 zxq_wAQrkb0VE6-)EG;?^DgAtkp2ijnLns7*^vGFn6C|P~Pl{9tYpwVM&)zt+-$Pny zCblULkTd=cFqK#qKw&?TRhR?#lK=_83HUQNge8PoD!)-$0*YfmB58?SAbdjzp-mB~ z1}#teC(>^~90C5pJ*8SLC1{J9r$Eab=+zr{_!Me}xD@H9lt0SfqnIpGJU}40uk|z? zhPg*FcnGS>jb^7*DHx;p#kDL7zvMIMUx_pn{&)#s7Rk9*gq*hP%gHu{xL^s1 z`7i3}#VauN9THN(%Qy#np4>iK=6kvpKs?Bzzs&h(+XEFTXsaf}fF=&)zB@3@o@tn- zj;>_W3;8;6=jBYBfA_dSJ@!U_N_7bNdyrmFH6y;nx|}COOTg0! z;!3QmS%o1?7pb_sXF%fsam$&2$wt(4UB`=&pEwV)d+s!1^Of2KYWVio%7mx-f|zDN zLgVrbF!7p%P3rFjGfZuVF2Ujq?w%EuHWtnfXYw>oMg7qy0{)j8UbiY&vrlJsb}opb za(FN_9T2OB_JXA#!QXc2ctEgnmw^2-Xm2TuHDk|NkT++Eblxo0_OOSwsU1`J_ex%dAHhpJFQl)zx7&pMM;8hoKuXE>!-98@kT&>dfNqc#=Jt^FIE>$(EGi!! zOotZRByd;0n+yMSnox#(8|h7zimD)|Gdi)jPnR~Jl&^GDbP-}M$0TI>+E`fL2AfemeBejfeD zU}6!H!Yn4{u9EeiN8e$pEnA9Egg^DR?~?<=>){Zo_16^F0>f*Eru6g=2Y~Pn2^8vj z>pk{Yaa;{FWG>q8DaHTP%O(U0k&@2lO#B%_7Bf(c%}6{#`AfbmiUW#ke}S~-uN2J| zkZn->Ptt#m2r@b*C=`Np_L=+7qyJx~Mj#0J8VDlf?Sb9Hn&4YhJLwg@W%v9?cj}In zR4>^5oW4bJ;fEBNJPbmGNQoRqAA@wB672M6|At`@@#zC1G#p@5nVava zK1%Cf^s7Svc*&>c`Hy04B}NXi+q5S#(Gu;o2+JF!NIgxafs||%$i@2DQ!e)W?*xSp zzfoOinkN~)YxPFBf@!>uVOk~T+Mh<2{qzODnkLUz-P^8oA)=208rCzsiv?saffkbn zCL!L0$qHbyGkq4?i%h_d=}g{T`QNd^^iRHLkK3w?ipGz=ox!x4FacSEFWKFBFL9Vc z+s%&sD8N7XCR|7K98_+>S&24)kp%1PnnMo2-Q@!^Qv`;US%ULgG8eiBwjmoF!rT>L z;kVydiD>NuskLqk*HW9l=W6`sVhEW6Aok|p+i!~z*WcY<6#&kWWeDJyo1pDs_!S_k zl7k7l8Ud>hfeC^WfK%Y=dm4*g9hw#yC9l*q*D6^+0K^LiBQm%I1&k$Bnhzo{ykR9F!YTD2oZ|ml;K;zGPmmN z0U>RSP=CYXJ7Ne>twxsu<(<$R9e(gyn)C2K0y)z+oj`mM&WgNH;~HfCFm4~FbpK>| zde9kjJ7n({%T|jL>_Wq62Gn~a;jzJP$3LVB&{&(jHF^hUqEA#4rl|xvAT)16AZgOgXth$ z079D!Q%JO|3-6WEV8fIUS}8#HgroR8-h&$X7)(C*dI4J+V1q4B#?{G+bX{GsQ%W*I z7IcB6cyzM$v__{Fh=MX6fXzr;V;PL6_N@#ef;t08urz!vi)^1wa5o5l74__)O!LD> zF|g3e7Z67BFv7|C@#+ph&nuc=iG`1d8AKtwypX=zvG*TH=mi8+JhQ;yd+N?$DTii2 z9!!zIWKjh$8B6>zpcr&&jjnsffNBqO^%!hr(MoEmg{0#<;No$5`flDk8dw3ORMpHV zX&%r%QHJN>MFtTb?~Xh#G>-cgs2R^bcjAYSfFa84ic|cpPAyGPL zXcM5#!?v(VizVpX(1@QNMx6%q6Aq#;&_SNDtK;9o7>Jp%%u0=+q1ot$rFXn6b{^lC z7NFrkkCvHtG$JZ0iaEIoc&qqhJc!@O2<`z)^a%U;f$<~pdjf!VsdQMhx&uTK)V=N4 zxZs9m8OGPm_Flg5bVvo0UKNu^vQJ4!plK3a4Gz-BMf}|&4>B}RLdKhqf z*YW{I^tSaH1P)TIm@_eLCZCInc0Glt(CVsxK#=Qd8eXq^X0u6G0r}=S&4ysVp(Z{X zK`ChPm*ZzII^+#K=zi8P5BLf8LNn&xis0^Q;n9^Xp=maddIWMa_pZbcX zd3t;amBbr^m4~LLhCdOUD9|69#nEmz6m#Dw=iMGRwT|M4!fg*suL33^W|CFYB#yMy zST7oE0ue@^{SurPE1z>d7V2$X*)cr|fVfw5CsOV|wpSrNR(I9anEwP+{iaM5H{Gm$ zj^UJml1NC)N7k@on&1d_KJ23(y1AxkL3w;d38`#2HK8*VEIjslD>fNay@nmiW&0Jchms+IXgeaS zhb}?KsV~h8NJ0m~yAkOmQn-hp_(y*o zOx!pRSU#EBpn5*`c!nwR zXX1p7;{x_WB$Gvpl8QFd6TIn_uv%rTdNOwX1P)$?Jqaq9ZcDl#!^_Go%v;TtO1gR^ zg`%h;6gUIBnS#N64v%-fXHecfm2%Gw@B^HoQizps`l`ASCB*8jo*zWJ=)S>ieE;=?8_w_Ip)J+{ewRN?zgSfe=EAr>IyI9MUi0FpU5P(_-JM-J?@3V~&3qpVzC5=X z+W=&B;!_@#KbyGoW~Eda>vZ-e%pJ{fg;oV$AiG5v7iiH=mal&ro0<(_ z8fkw^5DdQ*JcxF_E#-|8PHerl7C`c|R0%aqIhIp(E@fP`0eW0yz8LTw5%m~^3iX;%864)(@eecdc_u#C;B;`mfTsdp0$VvvZfdHdxpu%UQ;xMV+d{~P7A%;;NErJySHqS`zOWUy`xfjHbTRVQL z;%7t0@YAbjD}@UU1%D#iP|TqQCn`_a^+sWz@O}`RX@0$HO@!%sTg_#V!%Dt=trRaP zS%|;su)1o9&>{J1w4Kg&PqP@0``vT>X)l&c-yi3sHNL8st(>UXAK<9-Fl&(rBGPYb zOwvDr7%EF;iA%t@Xj4TzF#B%ckSStw879y|Ck^-@sjYtZ1^=yhVq3uLGR!r>lGIfd z)3y8bBbSB$i@mRGsA}uN6$GS9q`Ra;N>aMJJEcoNx+FzfN$KwHPHB+tZUJeKhC8?C zocI2M`|WV5V0}OF1(7R)Uo_DCT^ZC6-DEWtGK>0 z#ihMjOTD?N=xPX4q}Y6nX)sWO&7Y#UgeY>lrSvv+<3|=f(}fi=F}%0tVc-5k=6zYj z(s4xdPOWc+N#iN^MU=*TzS5CvHPg0AG=amhJ<$#xRfAiVv<@fmV*uyBze~96VXp#ua#&q~@6R`OrJEXWM$S!F(E|NgJhHAIKBzA$cI|JSqrq5@s4=NG$JqW=zr z3=KNyfM?8A|7(3)ML`G6JYGt>I6t=CKEyE~eo=b5jwjCEG2Q@`Nf#>sImhQCYC)5`O8#*Xa%OkoI?n-Qw3+~ zauqpf#hwVoWY`&Y9p3?)68B>zDP9&c85Dx(t1A6{!uO}4ut9=LJzY|W(QChrz6L`S zNlTncX@T`vuZmOBy@2*+J8>jU;eB3d{R&Ut)JTx?dMPVswF|F~JJ@$eb3NgpaADeM z97@(n1#12v3X{cVQ{XRNLNVy9gW@hf7gVF9vwQbi-tGV%tF;Y7ju?$b`cnVzS5-zj z_KJ-0R}i`@>I$={1$xe}sv)MKu6Xp<6=F4@Ol)>+5WsK_EZ^c0%TIBXM%@rpL>N1n zGl|;%NdEGR{qH2j&snE#2&pvWQT@{XZ1BZ20_AgE5DPOzS>w1xwJRBRy-9iw^oIiV zhma1{-v^w>h`AIAs9L#YSH%fzV@-seo|NDGz`!=Yg|wLxgbt#1=I-a=S>7BJWSpQq zoi(dZ(%&3p!sw!;X}D#eoMG-{_=YJKvf(hLB;nXOVfSAaz-6xO^b6;P(&nQkJdJBe zwQLEl!HC_Zi!H5f=zowEC_i2SpND1QJ0TIlunM&ZYVsdja0E8d0Bft$MIM^DwWy?S zR0XQFZq}k}P;RAkBQ!~Npg%6vW`(4H-e2ok*ghru4lq1_W0XAo^i?sUXFtvPu-EMzGf2g|G}aGLCvS}fZ9F0-XiB1^Vf!da4mzioLbIz*UR?2d1$K&d z!61szco`QPVo#qPe4w|@jfVNpnu`n*EGqf3YiYSez|Mv>sIew2x7WB8l#g%7msShz z`3qU$YCKE&g?msK`02mVUjx14VHgFYp4umDjk<%Z8`W&4FIj36j~h7c(Ui^Y=Lt`3 zN^nKO3#N8wnORnPSh%8+VO&d*+Uqk+2LDNK0YU~q*-|!&qXo>a$Z1^|QlYyDdoPN< zo$Vq4&{3Vq8<(m5cmOar((ZA9`zELP_hYcxTY^r1@GtV}ASkANOoiUqd=R3zYiuvh za0y&9h4ZC(vum2mts~FJB_UGdRVo=o_?^Ss3}%(j20WHBpT)$g{=F%o$j9Q^4KcbH z-V>DCxR8gW0~vK2HNbQo{yKl-t5GxquP9?=zs;tVE-tWK0_Xbnh{EavST66Hn4R9W zVbQ020%kZ@$Hs?#0dZx5xg!7@UjTK~?&Si+*hgJ0cBnYE5ot$Ti+S z%h{MIOp~#cb)G$RguF7e{SPs-sBZcppxb+WCHC6( zEAzkTeugW&Ec?QSmn+gA-vdLb`6Ui?W50PZz8)+U_K~07*2}ZSUrS!=XfP2Z;vZk_ zx@wIcl~XO2M4ri(Y?F5+=N{~E@NT<5cOyu`h=O8Bw#BAD1kc;ZApPvtG}`o|YWHsU#td{ci*rv9365Z`$+SeDNrU2N{Rk8hc? z$lHY51%4H&*^yE3xRlhrRd-;6Vw^Nwptn~Oq%YUg$wBy+bozw?ZF2j~Q$-^7f5vp^zo-3~*uw(ViCcN`t*RTh+%9li6BhH3iC>n+{1T;iO1qIHH7V8d zBv|D9wxGK}jd~4QG!38LU3kHc25h#rXa{B&-tF31O5E`PG=aH`?Zj=n36RCGN%*-f z*;HJsRV>5$btFc|G`xJo2sOF{KDYikF!PQ`eCO#b*02p6Qj#Ew8>O^I24}!>1A+vS z0D@8e*P@H@2U7qfTFI>Q5)tuW!k^PAb?h%p4sjw;0{7Z%4nQDvoaJygiFbStO6&80 z;@3C);MBwogEYq+U|enDd;qDH`b1!4Sij^r)OOH%O)lPQ$lZV4kuW&m+qG90hEDTo z9KvQ`19x5BNVd(p%PAGxNiqMgkY4)ZG6gr?1wgI}W#0V0@|f=hpNYi1D(by!)!Y=s zRU28Pc8HA8m_oZalC566jds!OG6KY-&qr3`ykcRLhHgcG=2BPwaX`VR>fJoKEgA+X z)};x;ZFUi)yqxXdtOU^IRgnLo7#n11{|Gz{J6W_o(5MjKlnE@3m0Eor(g*>&4>{;Z zM>cpM*l4nS+jr5XEWc1^8_bYTRCyN=+wVOD=-B;2`YFId0f=mkuwkGjAX;CDns`7v zx3eB}Q#;i~=^$FA!~u~4vej-&IfMNj*vNU=?qx19hMYw#V@hjL0dSm;fvDz3lK-N`7v|?PgVf~ z;1X{2<+30!y$*b=cpbl{K-N+zd*&f6guA%GDgDXvHY7(cW zKCmgRwSepitqhS*+pW4)B2(L34Wg_YF z88QuPyU#lYt}!`&y0O*A1Fq91_m1(5P}WFNioI=EVz;e&CS2`w);%hGy0mVgXpfNK z*IaROUz*qxK7DVXiw{7;rGcnAT*qXX?QJDygr|^s(RrQ&sv|-75eSGGwH)F2x*nTp zU86By&m0yTa;J+7rA?f2>E`5uB7 z8e0?eJuHvzC?emIzgV^G5xG;cr6eMQ|7a_>aIV?ST8Mxq4D<3$M}s7S$uRT{6T=2j z{U&^$g%Ha}?N5(h5Et;!(KO)AX%E4k=8kFLI6!rihS23a3>)PBod#FSIaO6_65vOg z(ArScEWOre7)+4d6Q)@m6M|JhUF#kV(wCkWdxjUVOlxH$Z<;5uljhJ-A-@_yrvdY^!T}9w-ebd zTLi7De>FY%o9c(DZvlL_6;WD(e-N!h55o4BhVe)M8$xvITOSf2EV_Cf%iEmN5}5F> zo^zU{@Cekxuey6Q(XZ0$9N!_P?y1bPh%vmd?N)^#&1Su+_V-tEtBv}S$$*bJ(v63= zUnpt)1**xP-r5s`yZCeuh7UUL+^L77pHW@VKnJFo`itS{u}3*?W;fXg)2Jr+6-h_A zD09*l;I?|s%+CV#J6~_jS6(8FH#4)e)V=99rhM4S<-6?6@GU?j{YDRb;u|iicri&g zve3Mm-VkocT6r0#mex32`54|hft~Jrehop+9%K+Wu_2b{I5@;QpIpUG8(^wGNG3?j zUnXpUXw2Jir773NZpb7NjzI(fKRv74H&$0bGhK{OAwJ(ObqhNJ9mRcWvOADy_d8YJ z+EfJRH|lpy{dw_ZrIqSce!#q`+#D1?eN}*Z2l4$;Ao-O68SH`SXCjyWu7&sJP@I@U z@G+Nf)+{drk3hK{V}MI!n}S|frb#7SE;{w5)3P}+Y%DSnFRbP(JTr8FnI3}zHqS`) ztI7<`*CD-8+$zNISWJe_N{B2L(s0&=B_!YZW}Fb-_~YNy)P?PttN-28yQ{`gs=-hWllUl)X*JxiH_?*nCEeu1tF5<3p1$3mtjsZja|xZTkg_^bfK{N8 zNjgAa9e)ZAJGgG4psPz1HX(({39C_q|XmfxVoVor}Yj z8ZkV0lWFyG^~`nrA$oP{WAxF87OXg9#)MN_ z2D$<5W+UpIa+$(I-V>s`{^2Ng(wYNO?on0#aG5R*h9gbdQ09VSm7h) zaiO1FB04xES$_f`{Efnd83B!^#NY-GqiP~Z9=+xUHRz>Y7azKrx}-a<6m9c9(;u&C za|U-WW6rcM#Z}RDW4*;O^|vWA!&)_gY{9{miZDq^wIoT)K)}OuVZxzndiniAhivr6 znxxAn&n=jw&q`mC=@?%NBW~#$?&N5~~gU;(+xR(YL}<40$0_Pe)teJI zeVFs`o+12pkXqt2AImvpbCN5YU`p?%91icY8m1BGtT$0mYJ>dxAEu;V3r5Nb zRjiKN8nCWL4J@4{4~Ib1d`Mnnaa(FJWl=n|@Kz>it>DewHwhvZ8}US<;4xZ^VAJI? zJ!0(^DFdoe)ept`_E)KC$U#&h9XLD649VZ>HM6(teQ1S++SQiF zOG^Ee3k}>&m*~sk`J~bEw0*AfiDy_%v#p@w?;}Qa%DC=w+&s*#vDYKDG9E92pU{ug$d+B5o*6Klf0RDFEsj-j3tM%bOSllArPUXr zAn;?An-Z$KEGjM=3}09vi-;d9L@bmK?XwA^5|kV>T*QDQXRL2L9)UL@pOV$aM)9-4 zbd| zGX)J{(~FX2g=pQ@UWL^vZ}zn8Q?*NGj#&8Y)RE(p7n4Z2-ur$@#$j4|f=O$u9e(zX z7)3TN%RiLsM=%}JK$VMDY0P3Ol1g)l4qf#-n8?P| zWEN1h2z(H`HzK#Y*evi7*ou`g-ZH=@^T^W0OdF^TuF+c--FR_TB9LN>8LdQE0`4|a z;Pw|Jv}0$nM7pa^t1;s6oG=lV+Hezff;0JJ^rfw}#tZ_6nV|~mM4eK0+za78dF2Ix zJW77J3?|`6dV?Ej`PCABJINO&(D}auNAU1h2F>DwhaPU{X^>@h)NM_+=WT8Js&}`F zY6k`uh$sHgoF)vhhIwj2aZXUkm_S5zieb4x^1e#!j_Iq5U^Agr$Gf|ZR9=EEIhLCP##yPkUJ`Jljg+XplAJ5tm}BS_z+)40q$b%&u?Y7g}>!{^#@eA zqDC~%dx&8M=!AI7JW5rJN~X{GYKh-B|xawCJ zxpZdLmg*nftsmK|@Lnw;-&7fXiCDlXa9n21gpF?*Zv z>LKAbLVD|Mp58sIz<4>F=Tyi);3AFrQF929OB?)o@qW!jzzg^n+n^T}CvaGId7=bv z&6bH9WiZ%g#)V z?fxol2H_9IgS&+G9nB}_EfW0aR5EU{+h*)6w9_RyPx{@mFS-M<0&d29c*&R)@wvsd zTu|$WX7|e0)VHU$%U?eBD3`?RXsB}#)l7Ccu=HaDDoNADE5&r28f(rOUJ2v>@~-< zl@1YpTEy~PFo=K?mZx&mrF5LieTu3l&o}bwG(N{<&!JG?rg8A`EJjj4fLo%u zW+)SfoQ}JS^B5u|@n-o#=R z9^hV)N5Y4XQ~A8*?5Jyk9$@wTNbQMaaH0ittLNk4sK|vwI*j=`tHpEsXns0%=g@^`{LAf2+5)`?;RK#T>kQ&h zm+iiXzu%5W5Cm+f^@FMV1P`z{=SXN#NgbSz@O&E7!CK_Q{jWRx(4ChSC%6sMlbe^E zv|~swrr)IaZ?!B#BtSa*(5xQ_syATYtT8#iF9^|?p+XSOkFf>jV{UkuFg4y3!|i9@ zIpGjpElCwKd2|glE6wEmn*2THQWx2Mn$(A2NAY^6vet&1RQO&G`f(RsS8PseEj?(Z zSj`ETKBVmIr?>0HV<40(KAVHPO40Dyp3!Z`bF>`b_9iEC>?fnLL`AL~q$}R~^LAGI zQ;69*4SzBf!Y)42;k@L@>F~C@X0>^$vw9>VjP-+-{}*_38vjHWnevtiv=*q6nLZL< zz8AxqAlT56<@sLG!|YqQqCJG`&?2V>s0lhcnX!u&6vw<;w7&cY# zhszMrz1|*`!J5DFU}_tfraJ0n`0VR))KO;aVW2*Z4@!nthM55ScVbYa7eqG}$r!?C_ch*zX592F$~E6gLu z79dJ4KNTb)ax|?I>4SSqC|E>{;r}eQj`VuKsR>N@>qD(jrNWY$u$k; zim%%IGZF(LLeK7ek%YMRqN`?eu0JM@hQ~oMj9#4KE{|jRJP%Wk@OwJj4@dQUKTXP% zH?@{G?m{=|A8u$778<6b0gu&a{#Dz#M1d~6cW$7)&!4c<(Z@S01SObjlAk9Sw1Xo@LN@|Kd1@}N$-WEay-#1Kxs z2qaT@n>xL6twym5M6gzAhM(QPJpnS6^dMS4tAJNB%O2chkd&-HS`~poo-9fvxgFl3 zjTtuR-xkyv?yWkW8Qq6EAGo_P*JIbbl9oRyjLqdy)dbx|S z2CWgfJN+W$8Kcmi)-)eMMRl62)`y>N+|p4J*~_>z&Rlm`O%u0OCjrJt?*QUAUoGU2 z^&^f71G}ywHbSW?DGqP;FV2d)2met{(o=E$y1`k@vnvCEzAK(ZyrftdMug+jb29@8 z82(PBr5_Vj4O$Hh%%V^hIaX5y(D@BcxtqdF1hJZ#8=6i5^;tkV-*h}vGbx|UW!`A0 z;ezqWr?`)YhVGyl0`olTt=PoU2{$?LYqu;5LqI5XLK>RqR7aL8fx>Ccp%hR>?}}zx z?$WZOIhEd`lMNiAdU})FE1AK|9$CuZ9y!c9y(1v_^(l!p`elt9{rETOkLg7kes7$| z#c;M$7QjfA>9(IZoBsr#I3W8yIjjqD5^gdR^x=nXJc_wkqkVK`48woUpa+Fc%M7)a)iP=F5V~o%M@bbgRoVM8!-LE~5;7M^%p1~b zD|Nf-gJ!0u8v6MqbBKl=wL~@c%#UvbdS*_<4f=t@;A38>@sXFzVkfCshi}Ghv|SA2ms9(2r5ITx61`g>sf+VC42noXXA`! z>pA2Jy0rt==Br_W6Z zhtq)d^9_A-ZtHiM)?D|HJ*xGr_m&dL*Rz+8XNf=wN|<8SdDI0Ya9~5cMHSDSDO2e?}J5vlx6EQrcHov8>ejC<)oGNRqUZY2Fv3cF-^|JEz!AZv*h)yG>vI~ zz0%@o*A?jUeQFNuUr^bt_%M3aE;_DxnyRz;api<%f5c(4r)-~p_tKA;ieMenG;99D zo)@+Hw|2RB;a7!Frcvvj%cJk2iQdY`j|MIE6+`jkL3rp46EOSoHblGAFlsZ2C#TR3MT5`jr%y7 zhJHpx55ChpdyM}QScdP(S^h+pex3hmq4qzHrW3@%diWolxvl+Mi#fmoX~Cwnf*9|= z0)FbZK=iNhL5~>i-z@$*tAs@5hLl~zc{iztub_a`Z^~Vak-Y3J>@jYwW ztQ4WY-wZ3$ZrGEQYvEPO9i#HJ;eg;Prb&#f{$qU<{Z1B0hGbhsQh=>z{W_+)Ao67|F9=;N{bJKFga) zmzJ6n#V!&cxao!oRY536D=%0sMM^CG+!495nrP5rVD)~7ONSVNp>^$DBo;PaB@xCo zh_w0MceubibtNK+#tIZ%wE`KL5(t6sciSh7J)*s1-t@WN^#V{0^ka zTCS<%Ep+mdo8%xHnWirxmk}Nd0bB~hXAGE>P8Y~h{lOpP*ME-(dDr24k9WuE*>sE` zWc8-r5h6#2r2d%K|AcsRD3>-NrPT~zM^di-=CNe4bI0mZmH>{7f7d+I;&TVae^iFf z8+prG8A-`qjj%zr4dU5aEinia()93WF-8!RTvYAL_Rxd()5F#7&;nYN8I%x<$|y~2 zE?Z-dW!X1U!Y;{BzDuC5=H({)4RrWJWRyXsHFoqh+mH;{bfFx&a^cd71rQopUCWg8 zs`vsp8TuWHYLkCZEIj2*d(MxFt%m?>Sl|YvKgaNo9&#{^^CW*6){7 z<*K{50qXW>h?|M;g(&MJ^`X$xz(j1rMoBQ(E9gI?PnUtT+cIXll(FOr20snHZV+ak z+?~#2qSs=_+J6i}%WX=%Ai{D8{}uW9r)>x-_f~XGKY3UVDE65pREw=;UX9ur8S7f- z@4jif$0kF`+j(s&Y+wVFxbFHDJ30}q$}j3utBRF$g2H zg1f-It7S1IR#egv1kVFb0TFo$+9sBM)=q9S335skI+dLdv2e+VVY6( zJ;j$<2FA?SfmwZ3AbNB0NjWaMU|MZ8^X{~oO54b*((jd9wUBEnA2wt59y9RQs71A>i~k(v#rD{>X(vuExovZ04}GSnKq9%+EiUTe?Yefe zcziMpX!&nNf6cs!_tSOc#35%4a6A!n9j_JLUb&I8*d7*l zOKZp90Y6acxh0agfh|%Gl#`M~rjF)iarj zEsIuJsgc9E@}hZU*jW*gk<|1UUUhwa6^chb>d#u4hjE}qoP#VI(erstm(#75K&J;2 zXFbd{m*}*}FeMhzL_w5&6Y=>`Ad54iUxL@prxqBFvqF2;eIBb|b1oLz6)Nb?^Dp%B z@SXAIT?c^e|LO0qtjhH#v^FUJmo@kYUv;BW|8=#mpK;&a*7wV=+`{Wz>igGz4x(Dr zAKVZyyzsCJ?AnSyI|gz6WbGsLwjMkih;rS~6T5DTEZQ8f4~8m7&hFCPwIw^j(Y7F~ zXHz?+oy8>y8vV(mZDIB9@r!PL3hCu5fus6edXs@;y4uZG`!wfC_0LPe(sm=}5QIR# zl4wt9I~GsZSsL!Qe~GZ|sS(HyC)rFD@>_HUOo`zl)QI#m&BB^+(5*{V#u%HJqzU_Q zK@bB}3q4*VOa{->cJ%uL-@|e!SGyQt!@n%IJ_l^!#O`21S_Qpu$9r+=cN#nsa6j-F znY7!rl#d*SaOeV>?(ObVtcnV6nT&`-NEvflx+M22==O%pEoG)#k)Oj93s1M9d%WDF zNTH=0oIc6yRj&2Du&&f+ zd_5Jx7@ljjoWNOgJ4Jo@%AXfDQ^m^5OnqFi055I1OVo4FO#0lwKvg6?UQY6`SN{u^ z#M@Uz1fC3az_L|OIg-ASTOH_r&0xx|O!SVWt+sWT-W`E&%C1di#(hY0XpmIZ9Rr>f zkr|DkJl#QpcI)Ajnlm3psP08UQHM@Z5#k=50Qc#ydjIy-ULEI0{MAA6z&0P6_wJ=M z#oO99HnRq5DbmE=%1ggLuzdFB{3h_NOgcPc->ZBj8NKZ(N(TAN5`~2s`fEjAC8R~2 zm!1?-`xcyxzgJLXUEbhQyjQ%c^+_%GeKdx8jQ~C`PAS58WUPs8zI2Urz+7t+XEl3~ z|LP}`%1m-mxsI$$je`Oo<``+Mo_(K(%h_Tnt9BgZ2f5P&l%xfCB zik4v>G}I%2rjgS#Fv+P|Hj9xWiWf=x+Qbql|AqV$g6em<;+EdPwo3Xscw$YHknJ0t zZQB-ot~$Q-j6>a{0(g?mCQXW7=h~6PW-l@KAkRI8n_{P|mqRU;t+@t^wYl%yIA@eT zBLvl`SaJQ)j+?al&5GKBzXudu{Re+^XK#aC1INUj?>|*(@3?)hhIu7cP7_qR(_CqW z7wq4cZLYxyyW$ua5f!h&!1}>Jrzop}ji+d{kO2YLK5Y@C3*)pX zIqk!~qvB+lZx!W}Xk}VpO}n-85AjwfBT5I6*S<6|Ht3=VlP0&o2cSn{h-~bW_ct^) zS~es_53J)Cj}D2yewp=Zps&@uRK|S<2aWHfgU_hJzGSf?kd=F(z{LTU^IOeCg-cwv zECHcDZtG3HUb1C*jWyGo(VcR{+>u0xsxFyBB}Q^Sa1QDP;n-Xt0~P{DOuU%L&96}d zdib}pf;USIXT_h@!}lv3NxIj^$9gA@Ca}B0#p&fR*w5IN$G1wA9E7klRpfT@q2whw z+G^V0xOMBh?3u+4#q``MF>oS^UYFhokMe;u)Pk@D-%ATfM@WJU$&m zLI?sth{WbQ&NWkG5B!a7?j}Dul8+yEES8f6cQ?2mX+wO@ujeVP!{aNnZ6h}KK=|V5 zk&*R~sY$`@CH)Hb)RdGj#@2_f7@BZC>`2rfpN6!9F_c-Ynf16(7=W` zuMTH%oR&OkJGB6JqvP@nb*Wxv6Q>SZu3{{T^im4@(uBS?2Scdg&O*)OTzJhgs$D3Y zu^RqdE<++#k&kNxoNbjcG^ao5LZci{0V@3!|BH1iHe?}t?{qc&1z|sB0lLG1cXakZ zLD0rgUB%Ys*nC{P9o_kD;Ac0hRn4V-uDWdiT2Gjn-E3o>_QZ+(vn|(Glf91jOz|{+ zt5!A-za-ubGF?`o=G$zh*9v|$;U4DE&Md;TNA5xVvtWo)|9i0h`{)YvCNxJiV)0>o zUd^%>E(bn|(}+Q_rbFq%1Tv@+mE&J(*Qz8JgWW;8skiF>=>6}w`=$C8^PSKZmjs+B zOZpbUwDtuAn(_vBqD5Hj-5~5^d>pF=gp_ujkCY2wSAf&C#bD28O*)LJh;nYv%ho& zC@2XAEKmRgyvAB{80M3lj39c`bFvwzD;Wny&iHlxxUXu*PB&w3il1kCw4d_AWw#h} zv#%U0xKCJVR72^^nk6+Rj0lhP^T(7-vuT`Hc)-W`HI;46`p7nY-LIH1*Pr&NO$H2H zNpICd9%bSO>i5iFf{eOUK51Wi7T>N1R66stX~%7PY|fF((prvi!bvY$3D6APzU`?E zZ9nMemlpQbJ3mur#A%Q4>#akEQ!rI8#E98%ee@y;t;{cl5mV~GU)=Sf_fdrKIlNaj zK7Xtzhgf@^*58%(s+hEWJ!vj$59hubV!P9ePaCX`3^e~$gL1fZQi@zDKUm+=Nn<6h zSD7QziEBtCQuI>&!L*5|kx5~>bzE2m$uUfow z+Ok=TtObE{`I=s-{7Z89U0qqbc5NnVy1Kizo_$IBZvJnk@*O|VWv}SEd3}Fn@#WTU zdDG_E&#Y$RJJ;ql?J1}uu6Q5#u}pxv^WbPUBD<-MO;B5D6W5X>O?#W<=YjL6&G0Lz z(g+_7t|}Ds=DysfX1bid+!s-GsKij=eP-Bc3F_KwYt}ag2)ffFoOut-J!8I`L2I}4 z)}bP+{(iG>F;9PASO$Cic3vp!%p*wXn>0-4KjV@BE(0gs4XYRM6>kSUG+zw7NX@yY zvKfPQu6(8sPk_=VhX2LQC3I6Us#SiGWA5YTnH&D^YKg}k_e0ZGLmN9~>(nmlnpMSb z6iCxif$$8kYf$P?n8O8{rlqtac8k&Kmi`$Y(;+F6VeQ)q5jLJxbLSQjmL0#9@6*41 zc_-M<>hZcr;)RSc4KyX-uu>IJS^QpALSv53#p~HXlo1)#J(n7#LoQl7#8$TA zdZyyrMd)&y^3zWI=KztNqrNAX6rY8}-aiAVSOh4>ILP#1zjR>F2?yeg`@&m}`@lGz zERIJ~C53rG+q~8E^VH$_JfF}|c*Ko2K=uc4GjF#(c?~D!GG)Nkv(l##d;}f&=y;H5 zf};eRg-0NTP78(UUs-Okr)bea*$+C9Eg&A%%LNtE&I_%7>ZpD2GR@tO4 z{>j!3AB89cn=mMqJ`k!#IhZs79A6XLj(iMVQa7$kE(?+mTAmOpOtt?_(VNN&IkQ_> zqZc^nV~6ga4wqjv*ory7IEi>AmE}+V1$JE1pNuAyd`?gZOI1)&RS_N9ILsf@AI_3o zG6oBS7al(s0XrO}L^BIoT6KzM23?4qI+QA@Wi`<`wSL|+-RX$`s_pKl&cWT$^6qbb z&q3dr5>6*G$Q&0lpvGkw99D{x)QY_af=*5OA_vZL&qxHy;cb~yZmzfq*Zue=ZYFdk ziyb*yeapl7!?h67(D_297la=KxyO5y;xa{tTa(V6_opEF(?4MaK*Dn92A0%`Y;r9T zQw4lhL(Paw0;Kg*(&n^sjfTl3>XUb=jZ)@VZ2_ZJ*qOc7k%smR9WcM&({?Y2e6D9} zBMLO4S8)0vJRzx%m2NJ-gh3tkSXs%J?cZ4gnrEDVPFln4+uHZ{Pft_tgl~}%`vTt- zT~GydRQgp$3Z=8~;VM2(1x(0G!(jS}8p??nTBWhW_CMb`MDKObr-_PrA^wavFWh*` zQdu8MFNJ=jc*FZekNy~+&}(FjUuPUI@bnA#hz9yLMfl{U>!^t-wxfnk^nqqGVskV4 z%-HCqshJ;s&*l&O%PidkcU{ELHkr zXT5j67WotB^y}fbl~ls*69_|n#?(eSyQ#t7tamr>fc%up)e{ux>F2`kab2}SgY(8= zjDxdp2^OJ_IZh2lq(0Xl*yx7FX&{jdhAHDXN;u!$!${%puE7-=OnrsEY!QeSjwS2I z@}q@wmWa)9vRy|oKMwXYF7kUlWbuh)(+pq+j1Py)nLd{-Q5!XxZ;3v$W{{vi-vcNP zQ~ES4E9w3tJ=eJbc{DsFG+TJbRP4vr4IosRkOL7DNuwgPSea08G6Tra7CP(_7 zQP{Ys%j=r`mSZr)8rK>*AO!tKbqh807eVrhJhBQ4rwNW|Y(b^Gu7R#>ETm)l9i4+3 z?{xQ=uaKdB8hrZai2(4^TBU!vT;G7q%1OiK9wj5Z*|oYOAGAf=0^*FS+^*AZyw3oH zrXRcXLg2*jteSm~#xYoe(CK>Rs;z$5QYCFc2BAm+=Tv}J6IZ{LoMFU}8#vaIfta|I z5=VR$9<%z=Pm~lRQ4J<#hfXAqqs2DcgwsJw_6C@ zoY}+o0=jQ!>0Cw`CbFVwxmK#iILcM8SI9Zum(8}6^q5QH6H{5$_wduVuNy@Ye6Ozi z6#m&R=nhopdPjZlBS;9e;y8PAf} zzaw*&!6ytg%#~ht75Fh|OT^tZcduE3`|-E=JNm)K)Lu4sm8HyZd7ix-%x^&L-l`$} z)00C(;ArX-&8G`LTC`aI>|e$!^-O~NxNu5QZqy{_ZAR=r9vYIY3JyrF^zz5coqYtN ziWGRgeH8vau$Aa*=qTgDgb0&qm6}a@z2Dp>oHNx~nPc<5N*E9|#cCTY{PC79KlUEo z7qeNZEf@|x=al2=V;WpzmMlodSD{~6ko%D(4E|of zYSj23-XS@#t<)!qd&N?Hnq9E9$TP{^Tpzpx@^Hy~7NpzD?e@t17Pvox!3=j}siyq* z2VXk&qdFoqY)T((2eBz32mJdi`hmB9|J7?F`tO?<$fKn_ust~zW5K~7fAuAN&bPEL zcEjTT{?0HtbYYHprAD>f|3Ae4n`_ZA6?f78bl1)W8R(G=>?98(Xg((a-=ERqpH`#L84t4SSKkR0;!$@IsMoz9a{={LjXJE@}(!e|Ff ztmxG|W@D*YhkSgAyeD9v)Wo{&4>X}vw8Q1f{^SAYe879pfUd+{=`k!|1(U z8wfz-LRJbaH~3SP!13;W9ZjOGJ`v&Z{M}PE#CFw`C>GoDdVTapH4kajavhGEL2Gt`*@gP+QInfSuvw0kYc1O z$yq$o9CNbkg`_aPl@*}%aE2o_-VxTWxz;|{Dy^Y?q{kCyJeFVV$; z7qfkF36R}Pp-&(jK*1gRDfV>M_hEJfq<>E@0g(W6y;ew<1SH@dfV2nf_TZ37kPLb% z8#%m(ZG%VC^UuE5pHZkzz(uLy-Uy*cg4`6_dSt@thu}-Q*xBJ~cW>MsOnU6|z3CzyXcX>~K1VlkCEgkz@S?k{| z%yK@RF+V9+DKb5FB(UZNm>;>1dU8Tsb(Zy4wP@lAx{gwXPmn78h<}GQiq>>s*r^4j zyUcZ}811}FplESU&3x4NJb9HJl3BIx-BJSrJzm-HcW-)cyAxxXXr_Asx1RlxOMP=3 zD?dA@m}$6<<}&y%earc-@8d4)ED}>g1_;M8A-~&TJO;*YF{U4KU-4APB^O@stwF&a zw|Q;0Havn^oc0j&(GEaJX>f7RM?Ge$2OEg?J&)O3R<3)wus0Q#FLg);hCaRw?@s}e zua^EoCS6)7M?|zWHmo;db6W3UeLZIS?6=UkCEC_jfkm=m9u%6%ef&ob`qro*Os*G~ zg3JH*q0o6~uG5lMnQ^=^tp>&r53d~48fRTn}O)!7> zS{H?^FTKY->Mnl{7X5nn)w>n0gjg2ulw!ZtzU^SB{^zJUpD|zS8Z0x-HCsP!oJGNLguQqXeVbte zN~uY7!Y{HL3jUkv&(;Yk#upa!0%bQ&A*)A@3C+V1^+5L1)MD;M@o;!deAOUvL;Tcq z5^fH0{W)mkHfM1F3$2ekd)a;59B=rmpQr)f9CB5|Q zRIv(AI2|__=F^V|ZwAjnGNiXsAPl(|JlD3Ybc=6G&@l}+v>y)a3)8}6M|+p*B8|F5GM}yif3s2wQz!|_rGu2>gUPjn+ePDPPP>=_4xR5SrA^=}oQ*#%^ZoTw zN$V@qrG&^_0!;BhdtqR+yI;SR9a(0QaZvrqN5v6#EGDB6H%#Fjp+tmg(oE7}!j)7{ z+-mIbBQnIqtV}_-c3g1*$k5x2#lsf(0LL*`4jgp(22hI4gAt3H{t+=tx!0rd+h<5 z#ML6!^=wN9zYt$Muvu5*k`0FJ1qtNJkev@Q@afP@^Wi<@c&CG^RF++8Og9^*NN9<*DKPro`ffPe6aT3>N8R0>teU_ zRBZ9bD14;0Mn3(4j4Qeqy!{g&d0mTG{fUJ@e5VlUi62~iCWY;w;ed1fV98{WLJ6Mu ziZ|0xDo>!i(Lk8?{7LhrPW1MVGh}t`%W6;zC!2HkW9>6Y$S;AU0=KC#+{D@4KPBKA zE_7u4pT5pADysJX`YIjLDP026(k(414T9v*NQ2DKDcz~042X31&@dnf2+}DnAPhC6 z$aChtfB*aC!zvPp!xN~iz`8qp%M@G$Kpz=df%6bD#N{g$YR7FoFK6yiLT7xM6&eD67D@u&*35sbZY3TjcJ-&(3 zAqgBOw!~M|Z+Yc9gETuT2zJxrt^F(?6j7`sOSKRpM5qpVEyPcNgQn&-{^)q;Hwut@ z)LxqiIlP4JN-M?SZfApHwIP!CRYu^pso@Fx0aIIuH5HS-kIl)RrTi*6>FeTNl736> zVJ4FN`od6o9Iot#FCLI8qc_O)S43*&G{))lsL$9T$?Mzvl(N6lI&MJ^(c>`8pp~0C z+l1?tLGJu!g)*TZ+6A+hfAAj4&C<4Fq0J>#W@izOcC&u@+iPh2>^Lg!A+1dh)1w@# zDR|uXH05rR2e224wd>;Z)9C7slxic}WncI{ValG3qJOGoCY)@HxgaFA4c$Fwfr+em z{}|tb@?Yw%sF;0dJXp?ndX%7NUVPY2ke~^(%zdJcPu54jw;5eDulF#K41D~egI4Ro z^VKn1!tJG?EaJk1D?-`$kG!#$39_(~wRjNxSH~){8Z31xK~QazR`=OV#&?n<2qa}H zrTQU_vP+O6fq1hjZV~*hqznP9GI`_n-M{KYBI<2kxQkKUhpNQiM~+x%k+2VwQC~a6 zo8(v%d!^5?w=DXYkFUACg-e1DyHk?@NqLmo*D(?x<%6idj=6;q@d*p zGVX=3K&V7mIY!8j>fQP<;07o?!CJX_R|r4MY@A z3fxHc-1!{w_Xx2=)}ReC{v~C7cFu440`fT#{3-6dG-D>T8;O<9K>s}}LQPR!-T@<+ zzZUx)B1aU}#cNSS#Q**=%hw)4iNL`=j<`VU#Ainxvr@mj?xaWJ&JCZR9Yd_+Nx2+P z_JDNT{UZHy$(oNFZ@XzAtt2-TolJj-?&gu>L_4c)mnr_jO$WbUufSi@*d{&Wn;L2w zSMPWae+nhJXEde;34BgqfM;}P4<$T*0}X;d59$G-pvcj%;;w*$%fMMtX6|?lc{6b< z?Z-&zLF<(KAUJ5Bz$gdlts}|jsJ#AUvQ^t5#Vr9r)U8U0MUWs&5*>wOF&Q4MosKor zEs`&_#`I)n2-yK=`#`S44-an=abP-aN#GM#kxAX%Vqs>n?wsQIJ&IS++udXc=H{xZ zXX0O~c*yP&m5i1Y-jh!V$x0q_FdNvn%bST`)*2e^15}4a51; zjqlJkjl>UO8IJpm=z4c=WQeP45J@*u`oQ4s=;NvH%X|$q zf2184Uq_5r!SN=4;ZIEeyprBo@xeC`@8>SjulC_zUdfHx|N5{iuOg*~R$#QK6o@Nt zvh9nLRvn1IVL334nm8Yt{yXz2e4UD4~CG%wah zZ&NU`mUchG2c=Y=5ZC@NV|Xlm;BUWtE4Zhcv~;DB^{>>Hj2#~yg5my-`kd?Y6`cs- zVpwN_GB-ax`+b*CS@CW1*W3RoZZR(+AK1dOaoe6b9c^m7@7OiTVgNoB<3Cd93{|N9 zRE5W`?aV)#?@M$$8sI>~O7}wh|K}C9WyLNX_G^g9R87swfrFcd+Z5;{7r!Z$<{TOc zS&>yQlSGBR!=Og(`iF5Ys&rJc<4h0mc-%C>Ya-C`mP6*-yL=!@+bn5BeBd2!j&1#z zYv9EVcZ-jvu9Pn}+P1xK(Y)1A z?`87~mx31tS=39svzP5MdRJuSF1HkFB2m7p4V$YQtXYveZJ)alU*w~*y;G!fZwYiJ z@0)pZ$-{bM*z=7q%v#n7J+%jguHG5)e~f&`oh8F&N?AX;Bo9OOfH|xP4Sn))rUUsXBm24)`Z5FsA^BouoUR;MbpZ<;fQX! zj9)fc0F~K!W&^#hEo&Fw*PwgL)DCRtGtykQwj0@Y8zjn9ho`md65AVub9q!;q@P4( z&e=+q?XqwszV(jP&sC?Jh^lpW%G@MO8C&eMxPLlvU7I+o&!_XyR*X2_*XACyYcHvK z0L1e?D+P;x*6gmeqkF!A&VZ0mjV(?5t#p7+%}%=TN&PP>qc=uuUTNs=!h8|67mAS= zv&HPZXsY3fVn@NK+qZjMS_QfVKxhb5@frM3QYGTXi@Q*|C69z$g{E)CBOe?>`HSpJ z6rit_NF7cm0wEe50dqS57+aa!XuyDtU}71TqwHJG7w@b}S_O2dEbsV^o*tCU2w>C_BykF=hFAO$mecaVwCMyW)T!qxB(GZhURFWr_)bDzU{d z9a7yl+J<@znKwGp25gy*;*~~;?|lWZjdwswc=``G)hwVVbsX~|q~J%2i!@sXCu15Rx(v~RVXY8ro+Y+Bo!me@IiS-LF# z9c$*$d9?rLb;n_mXCO%X*SztR1=trrY@d04srCxURF;(#_y+cHdXr1#VBrsX(WtwU z>v+g2>2F74F*3w=(G}GpE2Qr>@s;^Gj_WCHkp!RT9L_r(tm_{A2rP>fBdrFnH+GtF zV?TUeSDc>d?-WO32t<5G8{By7n72KzrU;Q_`KY~~r|XGQ^C0kgRLE1Dy9ZgJoDG5a z@MJh9vDJ3l0ZQU{4rUpXuRd*wEIw|j=cLkj&z~w6j%tBr)~4%Mb^s+;H`uN~i#ZpX z!!jp`D6-REFl*2{QUQ}V!Ztz>E~Yr&LX1!Z26F(_<9!7Fo3JZeKL6J`ii>PjAeu2b z<>)hDu9nmB>iS~`TP^3Cz8H7sG(Qfm&uHgay<4nL&KD+vnz5%;Z^myPc&RdDFLw1} z(g+RF`M%KslU2z0zM-dQe1JW{?_jyX7yY6Wps!rX%Iz5G0nu+z+a{apO2L`nr_wyr zBMa*Eh|QDZ*iFh6J$B`?o2abvfIl^_IC0tgIXlMj5PBl3CBJYiV@Cu^0iMF#QI>w% z9K6kP;=tI+Uw^ztVv6K%jQ$?A z>;V~sP8u0v8>!1hVq&Dj*V|jEC!f2UfgSrs^h;S*LY1aYH~dru_&JLa?Zjv_6FY4; zwbW#_BsX9U+w9B1R}91zRg}{kzsh6^1Tvr|toUw*ll3v7k$nTD(0v!W6q(5^n=+XJ zSu@rephLQSm`)}1eV6<4)8|LIvaT?i(p-GKEEkiv`L0K@Jr`q7 zhp{O&6dh>X$EDefb2;O`;z+55*^W3f|AEvuUA}yH42N*;IBd?V=7~MF<~e=Fd4J5? zR2s(-1(Y-t;Sze3Rw=nUT@|DlA~6o;1(LbdaX``xzh-FiQ=FQ9t5I2$9%`0(& z8d3i3SHCo;eB&Q39mJS$EVVTh@$|h0E9QVlz!8kvSh0a5Q#I+&WJ+uxfl~9T*aiDb z;G|?0jlQK;ASGzG9*W(BGr<5vgksR_YGdhqT0O(^9Ic7|ST`e!Q_?76Y>O!R-1 zl=66FDqcj0p6@Y3k(};El~5fY!gyDM@8jW=E3q-7dc$}61d9Q)T0*U2e7{<@kt=$t zf9Z;P6<=#_nDX)~p-_bB*0z+R%e1R`tH-;&lB~?3c-lW)Ya%I1@d}eTDfkFw1}ZNw zNm44^xccYeZQ=i2a`>J){BzLU)6KNYB_(ilrMGQivKO3~xqwO%A3u=y*^s*&zKboj zFEi128hf1bOb$~-uu|&J6F{Qv-kL)a%EUvdqE-bBi(bL{wHeR8KGJy*D;Xa@>{SMq z7%?@N1LO>!!bJEVIZTQo7>>6FJsFcVqHZdn=7XlmWy-Pm`*jcWuQfao8w6&xs1CmGa6!H;$c6VA+zBi_( zVfZgFiTl`H=$XWR^5bwSbU0xcoNbFi93^oznmYaxY!*r&qGKbl*dH@76uaKAy_8=6 za@cp1Pi#$w@dm=hk*+K)v&{Y-CQC2_o{l32ZcGk)+JHW6iaMOWQsMhKyu@Sq1oGc# zyG+Yr!4c`s){U`++I{>b@lMyIj?{&4v~c<0FHo-i4OI{!wdvH%Ar6G<{Y#6bTR3CM zAR}3xjxR*7kG6=nk6muj?oSWy2igWH$n!Wx1XUa!A|Rv^b8F(`HjC89>-h7>>;D>az7%tfr= zlE8dIM&~m<*rU?R(E0l;7mSRe-oATQc_vK>AC$;a%MMO z@?$Xqtlw0k;Xs5BW0=7H_K}JWjCCS*;NEiaF6I0x-HMpKcm_6$9G5>@H>HB|KjR!X z(NX!kPqE2-bmGu|J7a&-|MZ@W3PEtK#duZ;FCiL+PQ986hMtxesB~Y)fT+ZgXR0zu zeN|k1I^jU=QR%T5J*h5&dEFKi+ZQIjO)eWZkR~ujhS*@+w0udQ=ydy?s+j+7oo!^1 zieif30}ayM{V#|87Oe-vh%=vg4);CY=Eky)ums~`c(pi^Q5>F|t>M_H zse+BMlc%C;1{FThK7PPT7inWaK7i_0Hijur>OMl(S}RP!3T4xkCw7!1 z%s(NzPTKEi*OE7vx7(RIekkV&SfDc7e-dw_Ct-W#@LdvEM{bJ4*3BNZ#wjuwUq$dC zqCMuDstXTRu9y4K_9J(##u#y}=Eh%{QW+lqzzl?Y)w&b+>UTd;sT2Deh1=;Lpa zlzrxu=b(P7ep6tRDY8X;jpht`j?EYryE`lxX%<0Z>Xat?`}$fin@@<*$kM3&*6;RuC&iIaevZ+3McE=T>%a4VKH5j{T1V<`yqurjcoLSu zO!3I-1Sf}?&S^Euow=CUIh8%?o9}3i^HC$94_SQ^@mawuF_5j09c7tnJcBA$ePjy( zi|-IPKk1W~*lrvxUo+w@QBoazQBoNhghp!Q^_Dnr-Y=5!ebM--D1$T6+@rN3v9mYp zJ{8?<&Aega{Tla?g^aBn56)gX=&#LOoABH9oKoNrhG*9cVBhtoZ@^h1-a{Pms=ou% zU%etMDabVCBO7<@LsP~6?9?P}cG`B1hj&?Mb zZvxXPhxM8LmrUHB4Z4YR&A_C|=!x3qIT3M>-v<9Es_r@%@h4;WnQ}o3*#c?B^?u*I zQ;{%2rc78LKVGJ$ig?1J+P3X#;FxCAUijQlk`H5H#WV0wBiE&hPn8Dr;P~2xSg8 z1znCdOFsFH&aDANnRL0+b{i~y&g63v(wb}1b7RkN27Yq`+VgVp*lzZ8ru#{u<}8Pwx1%S92he(#5>l zIbJcp`gD7cV3J5g;gH5}RuuE(N9$eXc%TmrTk!i4s`AS(0ZU>8+cR2{=YirU=i1V{ zXK(k_{A4nQeKQFjhObSBIK(9TOq~<|q|Sa`8^Ymu&18wIX8ig}f|JIPUHe;2~MpV(vx1$Y4MLs?^dzf~AI3>GeCw9G5Q z_Wiswy0!6tKl&v$zpYH5H%VFdW3v_6uorW==zoxO8)VUbJzL7xJ#+oHh|>}G;rGqt z!vp^NM#s9-1iwXo2Y^k~d_20DZA+IF)Vs!=(ob#}Srh^7Ogv;2 zj-?nWxJapfOnj>{q^brTp+_!5eqNlmD3v5|G>%s5U{@dZb183&R_*#o|MoqUdPnmB zLo-Zn?l%3yZN^zhEM?n8{6co~K$L2_J%TlyFg zv4F8_L~kD4c1c!k@$W=LQmEs-*DVrG->0mC~l38i}X(Et3#%w z--BJWU#g>|r)LD4=kgkZ@B)LUPM@l-WhQ9-@VuERwz01V$_(wM=3LXe#wyOLCK8_K zhtdFqiNwk}HfD3e%w|MU&+s0HR-1=>tjh&$m(|%jdnUk^;GO^<`e$K-;zJmOTAkJ+1mF&-m3MH4V{&w^)rh(E3!Rz>0V0 zHFPlAWve)aD5_yBpY^iG`)ty91*sk{;sS^1b}UKn9SUTcd>bUz^FCd09I$W^wA7Z? zhx5YOV28g~O_EQ>8yDmlM^+u63An*~crZlI2QkwpH9c@nqs2l(=Y1NZI#Hjo0)m~N zpCt0|s=;oTE4~F>72}sct@5+gb_J>}AHYPNH59@5_o6GDI#;%GLVJvl;L80fs#`?7 zR-QFvGMbX^$@&(X6irmeGy;F7&F#+|Vu|4fRitzsE<892Hpny^0*|QB`RIEAHECIC z!_(mbu^b<|1TSb$!`|~pdwzv>UAn05r*m9$6#R*r;&rfAhC=d+^aJ^E`z*!FI9z; ziC?b@&iIyeGhDI5)A4jsSj*pKNkT0#26G*fow~Q>9C+blHn)8x?n`T$*qQ3{52MXU zYz!hArW=~gt{#8?4?vrY{f*>NT(kSz%oiig{}G23k5KyLBP6%rKXN6od{ChQM?fLz zs{gGn1}G}gAk;7O!~d;E@u(vLFGg7ZPXg^Jf5Dh>Uj9OQR0Bm`qE12CeBy9f3td4Zv zvl2Ax=s{FVQ?kN)SR_ucz;>*Y&d?5EGm|LDi--QA7(vLnmz$PPHl|SkoPcob<3b}} zjH=MZLLSwIq>u(uTK?x27>}6{BP`=q*%VG?#ifxpJ88g66U2XcBu>6DE1aTmQTu3y z&S4OhDCXesiIotdsi#w#YVJ_8g;J6Eqe7Id8yjpp7q`Fg>r`Zi~%n6S(U>SAVCiQEo_W+gWRdxWPKg*7s zg_tAsMhN&-CIt*PrEeD|@{NMhy0&^wP?>dObO5&qxyL+1;euXKlFOgk4qeGZJ9sfY0YrrX-KQBfLO^tG;Kv+*E;{>a zz2WO5?%mR{QuW&4)O{nC5LT#(!t~Tl`>taUXf;)*DnWL_ygK7eVO>DS!jK;j1bOY4 zDL;$->SO2&K$b}gI)~DXKspYaxfuN^;)Nq_P@vw^zvic@Swc0zcL#A(bbjplsHQeo zRQR&BfzIq%2@qr8Ki*R~4e%qEW1bu5b{^qTP)Xqfx* z55D#XDE`ZzI3Vp*fWvl#YdAfl@rw$(kyUQO>oAS+y|BFMW$11YhnogDS}EThkh=V1K8E8ROZ_xGROaCI#Iu?JprVv-mB;P%{5v4h z-JuJBQ8U@DNoav8=rN$ZVG2Os2pv$C=N&wYD|yJotY;8g|%ipEWa|A|eY%Rh;?Prsb$ca=n$ZhE)!5CQgH zai+^f3qTtgP5xih?LVLvfSa0+ghcX69*g^sNtIZMl*Ps{>2 z&Qbq~Z08f&F&7=|PN%@QwY+Vv^JvE53N3C$I->+iJ0Jyu0|N#$DDXZyL{+YyxHFs=VhO(r*dX1# z%B(-bU)y*Hrvs`ryO$I(|eU}47_qzX8d&QXkUNdjX4`?S->L+y)~`4mEpG0$N@%Sc?v z5+L6`nO#H8{!`@#*Us`UzeSSZ_@%I&1*3AqsVyx2 zo@R~u$ID6$JkY0K?Q;g>bo0UYS9OnLgUQmL6DNtM=OFTxu$Re}Ie<&?BxSfu!hie$ zlQZXUCKK|*ddf?pCUS2{9woY1$#fq{O@KU`<@jq#_Nv`(;0s3_u8%a0t(-D_nt28} zS}u}yy||TE|266Xaf~nMB<}ezr}(GiW9;-^Q!ucUyrJ+f^9S3Y7;;_cDTY=lx+`I$mmNAMj0Usp!FK@<@ zT=4H4aGU|gn-&hO*ze{|F9$+;Tu37|v6&rN0@vG34W;uX(1lC496w<<3u_`Xrn(GUA44so#pfp{@@k&Vr3 zZ6Nr?D6@%KZR4Tow@7-Ri8Tv5E;{iSu1svu2G86l#Z?b(sew^^JtGLC4k;)hr6`tLubwzGZI`J%d&UzU$r^wu7(4hGt8YTs z=Pp1&;*({pI0u!`S?k)-))7FsKg!n7p^}vx0HfJvjFq`(qw0z`k9M0 zK5U!E%@ME(7?H(en`3IAPFEbyv?zyR!_u`XnC#@2&U8*GtCL*xStX7&F{XKw%sw+h zw=cd-dwS~n+k@ju#7gy_(^Us_YY-9KfXJ5GyvE-umKu3*Fo}XXG&@&4ko={SxsT<+6lfhfp+;*R zkYG>rzSg1_3Oa)H2VIXrx<_z*s<#pM3iPMR^`AkhsVJ^IlOtm|UYHbiWuQuS9^lw^ z>Z}N4KsT4TW}WU2F9+O$axay?rs!a9YPRE2BX#E_M^Ey#b-(!#FDqcmyWAn0B9Hm) zpAPJ>8%uRz1F^>^@a--lnwoLg#|)_1mbjIb9O(q(J_iqB$SEae_eLz2A2p{$e%ALn z3#o0fiL6j-CUV_5)a{i(B!KaSM}GbXYYHCKaSu(($={g^F4ihe^CO?%QPZ#LtN-(VoE%;|T! zF<6d)CxA|kOIp8QpVSZ>Y(TCNqDY9G0_W>{DQ>Hah2e(71S-mA`WV z2yGV1#u=o^u)Xc$lqM2l)kC#8NWM@~SgELH5&mSW;Y{NQft>*MqHVm!| zskRTgr+Wn8(tGpT$L^5XrVt>q4jOAU*m|^SDs|vSLOpnbo#gi$*AS;vKv;1#f~2CJ z7tU1DBBA@Orb6;{`5G15;@)Cr+h|FG2$lHtRvLS`7O-{jroRF9!%zO?HF9baFB<#* zsGd$Jxs4@@SY|~l%-i$4NxXjTRcWB1_<9b_R#)9Ew>be?xGk9O`s=k>6fcIE?C#(N zr#K?fuY25Crr>sQ(zn}8*4r?b2nkApPO zwFh@CFQc?M9Bs9k-2c+qQB_yydrO-|1DT3w*WThLDUlkDZ98fx$@Q%m9RmzTkG52( zZW_WApR_kjrE#@{pEk09I^BJ@$+&`Z6vh4Zeg&t8Woothb6C&sf#zf%rmFsH-`iy5 zkAtssH#_Eby&;{NSNUX4Do`ads<#Rq9&zoqr2g2or$6<)d6@ZML!>HEZF|tH1I3b% zbD+@Lg)yWvIXv`cBxCoB!OH5kQchBHNPUt-Mk5AYqyN8ekj7}qlKuJyC#Ts#Z|XO* zr5pP01C4%YW)y5ooFK-8kf$(xD1joeZO@)h{TcrWvhN*Qdi#-Zx)&2gO;Q#%5aXn$J5#f~5fhc!RtpNbV7P|F;%`K=;EcK6Gy zxqo)=i`d%JL7H{#)o$x@rZyjO+gBPI?pMm)I)oE%&$wk9JneeK;s%_~-zFSfP9n{b z$g`{EJym~)WE{xSyv@r|6=jGfN(m@Tc=1;KfIW0{rC~?hl+}(vLSgwZ|IJxf9OlBK zk5Py2nfzkZ?zG1A4J#+gcLeQt;yEW`HRk3}{9bc59+1D}D62>x;u$yMKjAZ`=L-9H zN|S4;9ZcrKOBF5og@3(qGUF15< z8?*ZoId;Cdcy5GTywRAA)c@BUj#4~=l7LOtFRh9;$oDi3hcZ?pqrrled_z zNT`8hS>+PP_T~THUzqM;cR0oBg_m77ZS4bp8Jf=;#l>jeX{&!Z4p9$P#+dIksTYHV zR>z$GHG={=K^(RiTAum&nJocN-tY%Hq+kUT_fAPMi$Z1?#EHqhz+m`8mBsxp|y<0#DDc?5j{e{ z%!l^!^uP01Nq{}Q?o>c0K%MxdqW0pu74@0prZL_S{HyWcXR|hskujnFB%n%W{!@12 zhQ;HzM*sJLYnO>%vUM)|a~%8+s;h;g46O-=H*dlJbGUk{0K$r|cY>i(Q>i;Dl`;?})FM*y!x0W0PXn=NjND!QwUE*UT_151_MM+Kfl~)Ab<}y}hFDNK*ef6&jZa7qA zBPu2#7Lin{s=M7E7wD+8(Bf)m_$#y3#WyHcNkPg$T@3D{@kK;()X+*KFiPqxcZj6I z(f+z*Vm6nNb!Ld3g{_BdZn@)kiJae>`DIOw>1MyHTKR0-dD*0B6GL^;Ut+wWwf4PvR#6Gr&Y2cxt8E{@OHq90KAI^_@YiV{8r<65@v>2Z zSjqS1S-NCdd=!?F5#!w-NjY0;)zC2wuD0);7&{nEH&hdi3(!;L5j@}MTie{q3e{DV zmpk0uzTBO$wN)LRpJ5l4k~37PNVmMYx>S&tbIr2c8G!%WnV4N&$}ex~o0x=E*?&|} zQ{@&s*x9UV?bz7dQc#c!t8>V&X!@w2dN_eNU+b>v=(Mp_8=IRyTWR|I-vC{=`r~0$ zcE_{jF#&%zwzn;8)vG((Ay#sUQ6|v=f6Qz(W>;2^CJWBjx-9KoGV`io5lQ)#jcVM2 z``eoxgTwMhD&Iw=E$v+7u9>f(%#v~Ruf_+YiOs*O-22YSH#NRIi$vZbZ&Nk zH0^A$#me4^^&=M-6*W7r$o2qSgIn-obEu-NmHi_(C-plvUXkyjGV%%vpA=N~cQ>#0 z=8!#IUq5kQUH+?#*JtGwVPg6yA}V8G_B4C_4Apkx zmieKm@Lfpu$0t^H5Zcp;sc+Dqy#a^WBY0|mi_`uO_!2LuMefX!XqN1 zqGMv?;^7I2Ny#axY3YA6GPAOCauIp?1%*Y$C8cHM6_r)hHMMof`i91)=9bpB_Kwc3 z?w;Ph{(-@v;gQj?@rlW)>6zKN`Gv)$<(1X7^`{B2y|cTwe{gtod~$kre(~?}>iXvP z?*8Es1pr}@i53r3-WQHbHIY~g13eXT;*J=duQ^XLLYIZw#XT}^wCs^eEe3_ z_JPkhO@gac@pAS$S+O5tCNc!|1_N$|Ral6wrk7*lwZkmIr+=TdhU1jWh@Gw+ue1lh zwc6RA#_jx(@zsLV+$J<8^gv1*!@puzKU63*U!I95dBAmzsa(EH8Lx-p zdUQezZ2#5*0>C@ln!XqxsO0aO9K{G?X4gj~cC9aYIIprsuEE!eA{$@O;_t9=PL}=tLkFq3O=wz^(Iz z@YlAvDe;M`U$-OepV1pQvNPoF{tBh8LHIf_I?$Qu^NZ0*sYKl%Eag*4Olf}8axnU9 z3d6*be>6_NG0J`&Mfc0yGHx-ylOJZ5(L-BsP`=CKbqVxHW?bYC}ymdTXZ>RezkV??m0XeYi8ujkA>mPnZ?T`_p8IJWe5iA z^@=Z%<@IVHUGZxxt>^z78IMh-b5@@hs)fDtcPU#l#@fUB{k6O>CnEYl zeR*hnPrUc|l1HBJ{ip&{5b9rNjhfE!PHu@Ob(MoUT{@}Ekh@V^&CN`gz0K}Ugwm^C zJ~7NcK_Ibe>KSz0*KtCL*FcUUWr9t|U|GPxt1KEUOGCSePidg_oSMUHa|tS9P02Q+ zz)O-KZ=wqVlN`~n2OssA$7jW37dl9VS#kknQ7e)?zXN+Gd~G@8mTvvUI+}%y(R74X zpNrcH-hSPYi4P8KU_^W)T3soz#=c@gmH`$)97Uc7o-5Y%tTz2*bArts(qSuvpn<%;& z4y}DIwhaCTU0hZPBu%jNJ}>)2fvK`&?5<78n}K&r`a-8MWv9I^ECze;E4zigi-Yk0 zel~a1;>Ftb`&CmYU2OYdOYI6%HZv`-$cUe$Q|-&4B>zD~O1c~7QrB=goA@DJBAMKg zZCh=K{9oz#{-sOgRpUu$iTk$X^6lJJ)AeA9=T-mmq?&2CM3v(J+r@XuF7JOA65g@feLw3_6CQ}|2Kd?c|d($f$RvwcpwaKV{ z)2A|29#=E4$=d7#B!UY9_^4i?2dW0fr3(U>S2oLNbkOxuTi6Hq(7tpV3~F5p0xr#s z6gy^tH0&Ko?R?(YA%G9MTL8M1fh}cgDgbOqGP!pFjHR+N9OK`T%`mbBqiO;9a(qc) z<%j-QPatrmguEbS*%6;#8;x}A%f^0bEQ+f$Tu9iFQ_r{maaeCSSpXgTQfdc4MLL!< z^p9}|(I$2Y;!<&`XxXKdz^+=z$3(IINHBBH& zOR#(52w{3fI|I8F4;tAT-dl*M2)h~fm-#j89EY}fpoM11%{sKUw(nV_X?$Vw@N`@t z{2f0#n2UUd2H*()C41^MuJN4l_+KjM<#{$)!{Yb&e*^QM%-rkmS2i4P3Wef!tl1vM z^ox-%fDZtB4Bj0F%8LozXBL@W`nc5e+|BYSJHjg({Z~iVbyXI}_5~EXudSTxSu7n< zy1Dg3akLzDyXLk@!6}2Fv|1#SmP7CQ+=eUL-O4*{BP6~nU2^zW8p_4vMjzEh+;Hb) zrzlgLVut^Upr69Z+}F1;$97XS-|<_DE%F|HM(rOxc_(oZJyl?xV|ox487DH zOd8t>vp>U*wAF}Dd&rA7neR3{f9^qWWlve-aw2NX|LxnsDsS;m!>WsT8ofH^6V z4LTJcfZpxpN9z+K&u7z~AC>K2i#j8=Ut8w7v~JlOciSCsnyYe}F$UUU7=zz9qny%e zoJfppssqfaah>g}@o(+j430*0+`gmeG4+02z^ zB&~Z}fE$mqDLaP$M2@{a284+Vk{3^b0e5*@1N|myp67&CRRc!bhWxs=r{gr2xdu?F z7y)XmDR*$+cUx))y8grPY;=Me*Vw8UyV4UI2M0p!z-W{JfBkB^C>5Io72g9<_Y5Ma zX@EmCu`g82$q4~=*?Hql?;PXr`EwffBhcWX+ug^>&obAh4Z};<-!l=z{*M@>qsB`} z*v*w5Y{uo{{5&M2$J81D@#3;_H1>bniuNHOK-AcSuqS}^Dj-BGP(cM1_`)V6H!dKS zI0$tacu!~5AsXb=9XvJTmE9GzWDH#t3$0bLrhvOM7zOlzZ5oNqTH-?s16>b^0dy^p zF9CKFL`JM1!xZAYUn!d+cf#txUc=ABRKZ?1H37hGhrJws7AG_FF6Z~ec9FFKvt1_j z#^ExpCYbSI{>rWoS9VY*Z$ed1#lTiOKCk$JYGM^h!8m8U|V~p@JIw*&c zvkct!E8HQEGk`n6(={+Ej@a$9YRp$mC(pL9@i;uU{qxyUtcy;7@Ggo*%bO z17%(QfP?JvybG>E31v;0c3gHiVs^V+VNNlpgaItMu;lA-v|f~>OizRxk#We44Ma6Y z=O!9VZE-^64(9R<$PJn5HbEE%@ao2QD#!E$M5G1eMUPQ44Tr^|zt1cZ7$|8(r1fUTSAN9*}}I$@OyXi1kc zFHZL`9pL8=lVKoV4~l;)=aAs&lUiqczyMVXvc0?FY?nyrdi$D|J@-ds4sJwloM3)B7NrLdIKma2 zXNq8_LKNHr*#yCPSfFn!_)&~+ypZ`Za|IaQIkf4(r0+mSo_vSIF9~~j&=yb}X+EK7 zem@o=lMV=cl0yFt?HdFIV225M;Xn+CAvC#NWay|Bn{b9w7yagA1#s0U&?1JE6 zB*GUL!KqVl(3i(~0zA2W4N@`DN)WNTW+2Y^3ee*7L?5-`el%o z{bnk1LIP<^b7vFLxNxhW?B(Qcx$;64(3SF&x!h{fimOirClVEw^`KKz1ZM;h?@Dn% zBH=m=!8l)YWoi=)L(t*YG)SOICFg6eMk-&|mm0dUCBQ(v`M@+-+0bp7W`EtN1SpIE zjb^@xmMM>+z8rU?d@!!uy1XE8ucVBz;%u(EJPFCkTWm{KDY##A2E!A*E3eqEZM&;g zH!IUmDkV^_>T+x7Q+q?iTQ+o;$01l~1uGgWDAPB~|9x7tN?N-~TFMRqvL_*V)e#H9 z6@jERK2%LDcOYO=$x31gN}~9tuc?8j;o1$CBngW$nBLnJdp)Tc$k&3d(em8A1)SW1 z)zI={q2*6L(806_kFWKOMk}FvD{*owX+tadLM!EcE0t914_WkG^|q(yHGOg$V?!JB zLL2LS8#{UXC%*PC8mM*-_jWF+cAotfO~O{{`*uO{4q?6yk^A;{$?amv9TE*4QVSh2 z_Z_k!ZM*~R>RkY?6g`FY1U5ZLw>o#4w$z7(* z2IkC^mgc&8Ei>+{58F)$$!AIK;fjUG>ty`YEU(4Q^jj*=+_I>#u5*YSdFNeB;)j zf0x&vKWyYS2xltnDJb%70nIb!zfSM2K6s5&&~VpKHCf*f#l4#K zwAApff2N=a#4^;DR1)C|q!UC`LHhhmv8(noKOVl~XYYK6Rj0CFIrRd0u~1Y;KKN$8 zF4+wD8ZzE@SNg7CT#I+e?Y5K_0+@5}pOKmnUM!8`E#o0 zh!H8XKdBhf*Ka=Ne^QfpQpCJC#-WM1b?vq^$QNu`VH_?1i+tC6L}|J3J0 z7>ngSIZBc?VWkm|ECmmy3u-cmE7ukKl!Z;&RXAiI<6ufzVtJ4pYrAoysu1&u-^_Rf z@{^kkSuyFYLG&Jo;JvN(#hQEmV!cQ3D%om>#b%#7@KG93f`#d&)vPbD5(g=7NSXJL zneGeOSivriOx=-17TE}3E%SlWgHu<08qEYoOx5{2JZd$Tl4+$742u=CizOMJJ4sF8 zyNBY(hp|Wqf?skgVrjSK5gC*?VCuQ0`)V(rXIB6@5MR2J#(J3R`3Jobh3R&`=OTk? zD={npXceO@)Ri16Coj`A+f%SSkP{eR&m4H!6u~6D7i5jlURpj@n?Fq@ylw&qx$R!w z*00#j-?JPaQ#SRvcSq|StV*t2ldfPL|2{%)&NUr=CVWq7xjoH~>GXIwiT}Pz3Mihk z>mUIVNZ+%UKEvh*vEm*D1DYFO?VY&oK0Jc=k;}DO`!L8fpY~~J>1NLn;)B#N$MA9@ zy!`D4XH{z2%;g$Pw&bMdLLKZvOWSm23iVR}Y#2#zz``%?mL#VRBU-O&A3 z4r4hFjkv_5IQKl-ms$otzN{5FIcR^_33R*aPd!MJ!F(O|Pw^N9{@V~y!gR=#GH~H} z$kJad;Ki0vIN;NK0`gfH!c8jbCjISg#<$xn?b{r$TSVIJ0|dZ<+ghk)f}1>I zHdLk?yc}H$)Wo^s3o9EStB!@-IThc14xfgV9A0UyLcG97^XIB;znow0khWZTEN=;y zY_3S`L@ZYrdvZXVmQiZ+H~A0dp_?Px4@(>Ed1;S(&5sAmk4LD-leZ{J_w7drz@cfY z!?iF$=gb}l{J+2!%EgEi5E2UJVf@Sr2GhO{h5H5tCxp>|paZ95;)2;f`k$;y2Nd(pWTB^Q{jVeC zcNn>Nc~)<9iC~6?Nti!o9Qz-nkK^|oQT=x&a|^w8nSH5(K3EhIF^e@BVkC!>eKEV8 zIkKYsp%PVl!}%%|ri;i!#_1BBb{K_Zb)gdJmw|lE{y4h1YU}mB6v>+6#d_!Sy~X~T zlK%l)N~zk?)%HMqCar*A=@XuyT19cVK!|C6HDW#E>yWcD{eZ-P;|T=D?ieHZ#qw1 zwCUmLWpl9AY50|=tIPR7cl5SE5AycPZzve$>B;MUF>_im-R$`d^$2)Qyy9{BFs=Qg z^8;c9$`oYX>Vqr56^QX#*tnI7T=9Cv52}w?1rwV(qha`{P|*ZI;fTK&K7r2OU>2B| zPzdP|ePD1;opW*+l#71Nm&O*1=J(B!SU>PBjVd(^7okEO%m4$ghsuws{0+r90k>kR z$)_8Dwf$A!qf;u0L84wmi4CI61WXKkWrbJPV!+0#xgl1<@ISt@A9uFXAjRvM{>Ex5 zJN^M-C^&tzOiseKkIm4{&NGfB)%7el)7o{oj}jaaA%bW6K1n~db|))RY1Yt}T4!%B zPS14iPhn~pqiJ4N-0n_3?x%dy=w=Ct&FprqoBVk9=lKWa1GevUy`TSd)2^IQGPCeF z*9<PnWGM zlNNL$^OIIEUExXF3(kX+C$T+Xiyl-vU%@5NFFfrccRH}aA_#a9*5IIu+tN#)TX@#T zTyt>N&)&^^KJaDQ{CtpWyYPI7@9N-uSP+BdVuT%=;p_{MSK-ANN&NQ3xUA?y%LjR7 zl*NByTl8;A!S3+iv`zra<&3_U^e0VPtMn(atvS4$x9(=STCktCxLS1HF1q?Z#g=OU zA6@5SwD~w1JJ>&-?Kr{?7*+^G0wOH*O+W;@-D@^&XBSQ-;*lRbE`S6Fj&yI)AXPE5A~0t~b65c;2k0g$rEol^na@9Vxu(zy(ZLp&qWc)4aNFua27^?(fn7SIXXK zq@|u{d@BHagdpl;srQ2$75XV%E9O!Oln`C83z|y~&*&+qOoZSnN&OOFLrj>&=k>?iX#(KOw%oP#XypWu|(~fav(3RT?BS zLG>mxPz0 z1L75Vhig?Uihns8?y|A^cHQa6Gr}`SfQUX}5L^tzArA@n-JtnQ+>84C2}-cC62T0C z;7063cYl_n_~H0dNC^;zkTM|u-P`xOdd$=)ssF_&yh|`KDsHr56URZkT?ly`^&?py zFY{VNk46^W{)Lv^$3%*OV?3d6;5|`|2o1UhSOjHoAj|M`hMDIRPQ0mmHdnX!kZtv+ zINOA5N|#wlN4&9=;|>FsO$P6quXYJi?z95IF2D5k195Z0 zI!u-F)P5I9$mfh|Aiitc@Z>Zd$NY%>qc+{A6m0m0RebRS|DfwsokUfh<0j*~#@k6_ zXl#ya_Iqs>ZWSq*Ltz2^ChL6POc#$*vXuo&Qsc&1xdB>HKAg$)YSZLbv+HGrA~Q2B zh)HFPwjw*=2Q#%fJBW;`z{`Z!tT;hTv3yp>j@U629Vha0J$$< z=&yjx^Zk9-1I8Te%BBZsIP^zAUVpj9>NolqYh^v6)unEyQvGW(E>I}O9f62Y%W(0ZQI-it0 z$SM(PmHdY*TKSD&b#=qGCQ8?`{dUqrsl4V?@~DX;c?8F42oNGrwkzn})dSm2{RP-_M>19eR)^w43?7pFZx=Cq& z{8v!&u;YZfTfzBu)%or5FnIZX=U4M>|M27G_vQOpy5_s}=Es}nxBqnH9u!njw+UCv zF=aIl6+hjaL?NE>ZqO>(4_j_baX`TlG+bhDTw-oKdha(gXr|FzJ>y?FbG%7=faE*g zZ^gcbW_Y(%ThhR}WTQSXh*@M!K{YO+3_E7TBT!Zq9~NgXZmzF?X`q_pKBV*@>RKP1 zbf$M)U%!q(zxhKMoS`2OP|eSDa$p|?E}!4@(4_z$C3+u$9v_ZtAMG7K5o6z=Xag~X zukwz!OrXEQI}}K<$B(iW%0UcN{2X9{@K&Ai`*3bM`_l=v9e`)(@O;L}`)6Re6C`fh z1zc;^+GTmsMl&^Glke~mN5vZ-%pK<(6b|wxQStvy52bSUmllJX_xRG#2Uzt$)e$fi z=YXK-01+^)2-uet?EgmvreEuw0frR^{%M4Rnu$ZK0|Oet!RqwE493B|^#1)SzO~mO znYF>D^dULK0Tadn?boo*o{;M+f?H1cd!oQ%y0B8tz<|I&SwhI3aTpd@*pS|roc zHV4#Bc%*gBCw7V)i{9@bVwl*AS;&JcndG|z}b)JBPi08c#k6a$um|mdW2psN6 zv{_WB#%ZV=L6{t87=>zBjguO6p2I#@l!j3h+ho`QE!Ke{Tho^8KQMX&e&mB#^jDW? zE)ul&5z#z#(R?@2{FpJq+%aECVnkeGeg?&e=fz0&#z^nR$mYe!smABq9 zhPa9aBX>e-xZn-+p`t3Gw9cV<^nSC>J~IfvB4RYpUGKi@cwKt9Ur++2v45fqoLLt3 zYbV$r(=Rj#R&WhRh{NOZ5(5%~lV`mXZW2ZV;aTEIAV9ozm0WX0Qp0Rg(@jzf2`agb zJGnzOxw1Vjc|tZ)#hl=r%04d$&pO^EFFuSUI35!&I+>8lmFT^jn8p>lQ0HIK3$G^e z*{ll<%`=Er4PFpSIP6WGn@t%ZPD)ozTd#v(yM*M;hNP^eo+hL~ZW7NiQ>*KI|1zYy z8jCvXC%>3WZwr!tMfw+y=kFWFzmRSSGktV>yyhF12t4r!ioL&tK@rqy8MG1^bhm$B zCS<&WWw6fuWkzPahw(&xmChmJc_$0Xt;pn?%M`fH6eP_O=E?eg3lMS55=+ebnfSlK z_J`}=7xb%)h4{=dQ2&^5<6F-Hf9N+EUyE8QxpB|6&VXWNTpYKnhx zPRw;h=DN@2dfw(jNDN?i;SEI(!5AD|0uP*IM+OQVjj_S z&L2@UmTH+`(tNu)gf4ZyY1LP5#_W7#e&Jkx@oj!7X+im1mPT(L&NC-LgM6f`V-^-+ zJr73(X<-{rVFxnn>GQ6~G`HHd!0@tQ2k>Vfh4$a{mQ*nd_Pz6cv~XhSCs!- zGeZ#cncXkVRN@9%YT{U;)>^6rD(%85#gjyp;m?-1QhL0r+ zz@-Ab(gEWW*&qm5m z(JD=pLCk^`GIy1-Oobf0O0hpn`R>Xj)Js&E6m`7Os7|VI*ef*^D{-wWS?jCBRJ7#k ztIgfY%q6oF_GL?A^+e=8Kw9&v6QqCX zmd;Zf;U<@USuF02MjH&!;jM-QS3#Jds;mWT|4nW0`NyzKC6t%LN_aikT z^>s$U)ly{0YPWjJ{o+iwFHtQxhjJ)){{FxDybbGL%IR0DbeO8O>H$x!c zG#-K6Pinqps+yj!I}S#kk+sl@Hanr!F^^QRuVw4j;p$kTm<|!Ax)D$VVb+Mus3IkBvodiBRipU3ZA-C zm+C#6b`q2lo7ZvC+kx(iO4mq+Yb|s|?50HrCD})|^J#SR4z$`}c8sZZh%^NKH19Go zPctg)+^*}iY)F%P(baXHdZyYL%Gcu^(q*pE6BE*7ZQlDws&fzy5;yOJlJ`dN^=<_9 z&N=rS3(p9d}xhtXhUOY%YA4k zWT=Cjz&>Q)sG(`V{Y&Y6Ya;Ccl6>G}a$Bub^xZ-Kb>VQM`|u;*$fd@}8<%#(!q9QU zNbP>RuWa~mP`tYa%6q&wNOT}R{-6gi*Bkz#kCMOF)VwG5MJLHa$9-OJ0ZCsfUs8GA zSO)i4ltv#rMFLEtE8(CA2peCR;)zL`D`q^M&xm**S&WZ-;eG{BwTTvx7G+$%nJ~7X14!2=b)nN?DMJ7L=`$It3o{ z#6Mc?%m>OAQS&lpbJXX}wfqZax%2fbPi!~eXWm%Bvd~dfHQe~MXz>kJ%EHuONlPR1 zQsUg`;^MNwg5BxdH2=~J|9sM+-crg^5XO>i>-@&U(thG1R-0Ospdn?lDxh%b)qA|?$Wd)h1~X9TksOtfG)ijE#AOwX-Ht&`tzzXWNBA)Z^sk38~JL-duT~Yw>e&5 z8?p}w9NJBN+!Msw!vtDq2<#CH?2>!$HB&8>F75L&?qf!6ebwLp7`Fc%tq!)d-=DJG zqD9^&quwF2S731juc_Y;Cl1Dw+2q}SJ!+g@9ha~kw+S65aCN-V?64=9GM!#|aI zaEcn5Uxje;ld}bb+&SsSe_;oJzaEf1YPWCWystPhYI1w5?RVkXx)o6)KI(V;r zW^5T=b}$2FX83(l!<+Kp+-xhQHXZTW=#?X9HtITz~oXURzlP7>R<$w$`iRsPy{DAe_U z=ReV+i8!m{8-a^w+T$Vaw*<}S*v+>xC8tu$ojp;LIc#^&hkN*}PWhK_1yN`A*B9en z_Y=)GlW7)i48NgF*e;E=QK6wTn&GGm95C@4A731Q zzrcVXC@dHj8uZlI`o%m!?*Eb4riA|=iESD9ePj-W^W$9rgk&qk)X3 z?=4#IDc9+bXaCceEN({t6@vfVn^3LD{iR08EJ7wxiIB@24x^OLuQVAo;r*|%ty1r` zVW>z{zo{trAF(aMcx5_SG24}2#L(t5Uh}`i_DG@fNo-?XqoLwOkh)@u{}J2Uz9UUO ztg`iB$9JNJjQ@#k-N2{+#5T_X0;+J6`cG_43EVD2kpFmJ!2g%nR!-L1Z9k{rDbShz z4{TX~RULJ9MCW3e*4No>$E30G%QU+F)@X3cyf12~zd9}sRTst9asj^{8!ym)`dYib zIuZA8&wqG-b#{Hek3umDG)+9TSJACN&^dAwyudWZP#pLOd%F*~klp7MQ1kb)VOT?xXImz&0-N@<<<;ssXEouRHYsjeO|61R4^ZrFJUhIqsjEJ>iJYYivrXezdC+|J0mvQbCxe= zEkJ60;331>kO*z{#gyA@;rv$rG?mu_V{6Unb7uCR8^uAz^@GAX`SoM37NQz)Mfr%D zZj~Ao9Gig$Ctc)3PH3G%iIT#|?9^M<1`4Bz{0`HL+E@3zn4ni*`2O*q(>{T%$tMd( zu|;9c^J#NQ&8leSKjYN``qP@6Jx1FW(sOSwG~X)6s?a#EguQqKzl(ljiMi&_dE~qn z{++UJ0~PUE>t-|VSJ=&#uTe4gc8U)rawjcX;07Ik#o}^7C))UGU$mh3>L4=)T?C_c zJFK1?xj*EFL1qrQMJFWx)OONSp~H999xfR1Y#?)}^=#D58q77R{q_N!#yIT(L~Q;I zZEfu>p74#oGvpDpC&~u;H$Y?s#&}wRXgv29L_L6RKd1RzJ%XstkVfFssshOTJ8j@I zF23`k5|2?{kym@7tvizd&z>Z$$D?k+2~`~LyU$cYB4FVy25aXx>6-K^+fmNMFCE!^ z;RlLh-^u*e9UJF0xor{OZC6;G+oP93VManPIF4P&7j(ciSFIQkBSF~A)Mqk1d>B7p zqoBW~w4bdTiA-RQdj3$<19ZY$U)c_ap!=@jO~Zej@SlV#FX)j4as7P!FdAmgocShT zx`Qr?-Q7lH>BXO}HrGOC|G>g&Dl@U~STA${YbpWn>BM^_)NH?Ge%9Q5l`AgcTpXSB z!hlv(yiY#vC^}tnfkB*`OEJ+lw&cwRX6jRpMuIWQpn(t7guP;O+;~y(FLKz?L?iV` z&*42%IiKQt2Ml@66GlREzT{&5&{8^xJLk$`t;wS|yZmI;j1Kg;kITM8oF(r_8SqT@ z4mozo$DL^SGA)~MyW;7k9*1o6EcS|f8sa%D4G?i`o(fx%z7b!RLeP6+iYy;S1Zm)IQ*E^&FYYdq0D@E6{8Yo0fSA{c}4n57Vg2_Vb3_n zIK!!GaLNc~Y>2iCLSm z!cM_UYqzqwHNfz7kIYA#Q1y!pVuO}v^)y1^57|)!7&m>sE~j68n04Q~ag$1DeR4>D zpG}}5fq`AV>f#l$$r0bxD44nzzx^VVJy?~~!WBOxwQ!w5VHRom%3gT|#!d=xltS>S>$W4^V=9$#OaE9U8K_GC;)Uy_c;`N1n zQ?}h{f@s-LE?q6X<*S*MOY!p6cb}qC_Gd@pE-U|-A3DaroHyz(g|$l`CxqPbV|(EGK8SWOIyO1?j1425QL7Zy)K^P9LF9lL96>hYZ z3~PIOKW(V7%o`=`ICZiN>2e$KO^|KZI>;xVM1QJb}G)b8|}7I^l=YLemaq;SUGKoECG_ zT9^I18tQ^wT$9b_{|eT-9Qh7fj%}~&i#$(D%pA`R@sNGlU(gZAiycTD$Qy^=`?-+!GhJ_@KySi8E>gHR#kDsTF%+L3 z`dSS7!5B&&2&D^zQi8o%xS*_JxXjm3_FCv?#1q{@(u_QrX`RsN|2P;yLRw|jvz@dj zc{QIYwSD$XGjb0OaE~HzF?;qC^4o7@+CARMV|?3J8tm8C?Uq5OD&^po}X7qhKU(rx+8*jR|(H~8=GA8=nWXWy0zUo~(*O1wunr(bk{Yty#- zDqVodjH{`$T!2_$3?lH)PT=BnpmJc46hhwoIw*t_r60oSY7-c!U(4@OOSA11U>^r_ zg%hdfI%LKIA4R=x0=$A1f~ygZHOAf#xxw|}%&mMx!NE}j0K5XIGyCSAL+>rf7F{0U;cX++4J7}EkAZv-565GXhsXthibe#RA! zKN_}d6Xw2Vx83t`h%-Ea=qtDiu$P7c8JYBVfn04a-Z3Z1(hPbR!V|H5x9x8*+b>U_~F&4eL z-Pdt%2;*(Jv9guoKkgb8#KpSxT6;YG5dnr{e1QAZy;M$k2djgxJ~!*jW{EQdV9J{L zt$p19Cs=bQbgCq%J0-v|ExE)gX#Wt>RajbzCysnb$Z>gj3x^lfMHKCl&|Q6|Vt-l2 zkVJ7AU#Xf{<6>>XZB@S;u5m+;yUo093wVKV|Kbwfogi7AkUT9LnK7C?RF^^>X~kcG zSz?kR?37%VA-UF@k`VFgQNR8j{_!61E z)SCSpiJ7rZozWtnaoY(G)P`ZW9V0;4tEP0=iXl)HHs(0ZNJDI zCC)n=pC%$NksX%Fn4fUszaj`o6cn}27Qz(-#P8)VbR%$O z{fCLns$BChd;tk+d45j71Z!Z9D{Fh7Uj|oUmTP`|etsWM-n-KLvN@(`iGm8oq8ihp z7+BHFdO`bM-pqJjC#-OdC+`e|hHyn2o+})tD;Q10T;R<9UYik~pAyNK7vEQOm0y&< zT6D)#9IckWfmMpiFShP1ESW3D*e|?wMVrVkz^*T7M3%Nl6y8Xbfy~N==}Ji?OJ@{{ zw@pjmVi#fU7lYM{e(aXUsg*UTmHBbLywA^jM3xcHmyt?VkSFES)E8s-7ZdgSPM=t!_>Iw*0f`$o7)Dcy|lu- z)k3H@{Y^qOU8py!{7y$iv0`jA9T#XltuCA~am<-DKQ*>Ix@k#|g-;;! zmZ!${Q84vR$>yoL-MwkSmHMx-?Zr!eXP1hR_*C6$qxxIRK>szi($MDHE&$lI4HetQ zxX{X)+|CnXB|B}GOx5(TkKk-b4aRHbb?=}g=VWwk?N!siVi|WZt?hBmn$&u>Hzwa{`=qoztE7j!l zR+0~GNg-1h=&^7Ug$lL4OAKwg51nb$VdA5Wd`gaH?l=jNJzp4(3T}QR{BkYTboXNL z(S0PqEKMaEAH+ZOY;YJ%G3spA3Or?fSrm=)auly|)S_VI-feUtd9;0C^!?&!KhzeC zHRjJe*8F>nl_HOD4wGbVXzf`xGru-l%J@-Uhab5fw(B@c(YUZhE%nQZs8iJ7_mqiH z#fhKNeOCuBV)*|)}l;*-BaC$%0Lqy{H#bSJenr@YCg^j;F_TTGb` z()A=yO)pH@N)Iw$j$0oN+NDhE1x>ZNPdDXELmpu6htp!OXZ#04Qj%w2jZ)!vy=FEu z5f%_)=@~AH**FV(AL&^(yV>N2`h=ochpE|&!&&*4bFut$2#*FK!|9yH{=A1dy35(3 zq8DZ_=c`%p%K7KLJmwobs*MZg(WmCy4(A;jCtEa0s`wZBiZJ7Tn)$R1ePPk+KAh{< zTy!tD!hZLEG53~DaW>$VF5v}&ySpT~li-%%?ye!Y6Wk@ZySq2;H16*1?(QxUgkNuay!+BGv5y+RR*uxYhDPh_&zwmq}8 z{iUMMhGFNE?hdzZ-8af@&h~X4;@u|je~tC+?_Mj+?>k&xyVAs!9p$@H>${3x*mi-$ z@|lK8nR~n6cIm8lHP@FUy!JfXR`hiDiS2gOkavyS_f6Utt>5?2&~zh_hWWeporqDj z`L}hw4t$CB&G>gbh!0nN_PyJe{JainbPZco4$UJEBiC_VD-NRgkD|{H!1aju%%j_K zknWM^(M91=cKgvH)=sAEeva%>4C7G|@^PZ>aZcN@#`TDYgjB7pZh<(>*X2U<&Mg^u9vQy26*UBJ{Q*M!7<( zT*nZ&zP7v~+qj|zUCFgy({Egh>0VPZ-RL17aAw^gvmE^RalX<62DbuJ81AAmdJRV?-NeRTp$u&%2~Fv2Dn- zt44DDGwa@n{scP%f)#P2VgI7p@m~4jKH8I(;{(Gf-4|Mu2j{4VG{8eT(j@iSi8smP zotJhQ-<_4sqj>oFLpa=9|6@d@)(-z^4AT?O>DiI>lfU0niom14-eacsVm!&DkKRLp z&2!Pl6X2rzv6LP`fBo0Qv!8%`6v=IkzzcorMYiBWi-3Gu)=3A-D~a|cAJJxe<*O>m zeQn0;q};Hg+~cg?n?vh8Vb19qx@?}@C%QOiirMS?Fb2||95tT>de1( zge2I1?FcBd|J{zT7}WpY> zB1?((P))(#k|_%*1@IU@(ihe%eFIM z6x8lBHuf{*Jpr(0sVnr~vaQKLwh&JZIJz~5Y4+K+3}sF9yE9I@xS=)~<|c{fTauBRNRq+FPHxaRrOL<%wn; zU!On_Fw~p!N8d>G+^0j(H#{1b4zkr>MX0yT-jPhV0&tB@ zqdYFj9*Ln43?4RvIb^`et-D$Ab|`%VP}cWT-DVERFUOXeJcRSPhbWZy{!uA_5r$?r zT6n#1-F~j15d!v-rZe9ckv(}Q{&lv~FG}550zF#9>1Z$MU~9MgU(>_4U|DVsMxDaUIou^<2UJ&#YZvz)PU}{kP8d?>k5kWpXyBG<)1fSZ zbBo5L&Zr+&Bgu-N!#mv7$d0W|0vs9Ui6@PZ(sCc;t*69KO0+WwqiM- zUPa@Ogxd5km}_GXkQ9}%29gmhmku%OHC%(swoBJJEC=-VW4sTD*JEzS^tZ~?FP67c zagZ4Y1wtHWN>k!u3}1gp7CqI>s7FEF&1yTJsmz%hGu$WYCRsI@>nm~HFH>iLySBjv z85A>?wK~_FT0P*d?MW}YmQ^-$v>+rI?x7FF=CIYqoFj*>?7D{-V-pkGG$+A!2%T=$ zPI}fqPrKPc?~-mOD#VhGkouWT`ybfmpH5uDz+KzZPU^fp--pC!aQ{{p$E)h&#n?d| zjvP-AY#G>p5%JN#hUcP`YyN?*|jaxSNA&bl5WqQSBonZSXN{F&Ud!!A~+g7cylK7v*p-L_R(jn?byf#DFDC z3vuVP`LLPEPa)h?I;Us;->$8#FfQ4k_&`ezxtaD3h5T^=H@?T*&L_ zX>`yhe^^&RVeT5sP=`?ymneZ~@M%hSeHWpGp`Tn(D**GUIg1XhJY+)J-=j@KhbVlGYWdXP6MV}Mnd zt)Nk2TKkmI(Nwmap|QFAC_bRQoWr)sn8mYD;u7I9d&`jQxFw2n52E(h5wmg6Q`QU_ zEfb!H6x>~!3BJ5+V~CRwL=OX*tXFC3AL~uLBQbHAP*#E8G6LlTG;bL;q!l3-sW{n& z?6cA4ptz}?yY*CVbE)s(L4%({fBJpNPX-+t zO)6zU-W3BeOISrUl|AP$0rCZ@ib-UUC|?o^6~;=E3TdYb6KB=r=1SCs`sVmt=L~-k zm1;IBsv0uim7GhSXdaZrH@M}N*uIsN?Mg1RWA{}+x0UGr>{IK&XQ%W*qSuyiTI^4x zs!nq`F{o8hAJA+dw;L@p<`~f!ckBEo8tKSL>?C#4n!M8VbGiAHv8IeZL_I*K+%j%{ zSxVfgW~}7Y(wQe}S(6-!+=t<(tJG@GBQ`0J$l5LmA!$bu@}EkuC?Q2kr-mB`y)ofj zw{%43ME3!$bMCywVP)-F@uVdm{Q@{>v3~D`+7|9p;WpH#`{1OO?1RvEw%7wweB>r? zxfxUTJk!#dsSZkhySpIoCeXJ;O73hKqdwQv&r7GpRYe+S@aLdM353MVhV=s2?4|uc zvVZKYkCVBkU4RtwSMM!{whb`}*v2pI>47uPa>JJAM9|}GXJfC92zo_;BZ%}wy1R

iP8Gcw1w_uh1?BryPZMglj5{{7YV#`{Cwy z?&-MkI%Wu>6sez@GuiunIe8~$B0szB^|{ZFws3sr=dMb!$c>J3aw!sI;j*L8vx0q-dow|Vm zc_GWUIRbpMjTOyvl@(^ZBg!XN`)-AmNcXH^L?@AqElU&YcXg$Fpi@h|x`py*C*Z)^ zxM3wvz&YcC-O1Xy$HA|8PQ_~3|zKNd%rD~Ydcn(c%E;0zpILBJ2jDeSzdX+2Trt|J5RiDmU# zy>1hL9tXj%r%4m9`#hkh$tZBwR_^Us3-r7=(SF}J@pkV1r)%5sI3V|aod){bwOs&T zZ(Bfbmr)(B2Xdh270~b}@6zPQQ0_&{I6MPK5-$t^jj-zRlcKS~!r>SRA!pdbCB-wZnJe@L>B|9452 z*#Dm;Srj{+zNEC8i228hA^9}4x-c={YzGY~Xg^XiC_n_gxvJ zP0l%TKN#Dn@Rzw_qGg4&#-2NZHiIlTKzdZRtPzxpB}#&5r#U<&jWvk-)wg<6r3n4I z4l@H^BJ5|UpNlLOUvjuOgZbyYK*A-u)#}(@#^$tUd+m?>Vl#<43#g_-4FG%w`A+#C z9g}%dS+Z;L^JTgvwyG_gwW@I|33LmtsvKmomIvGUI+!d&J7W4PbCN@K4=aABVG~jM z*25#jEL7sZ#IRyDOe#JEXvq?*%x!o8zEbI`KoO%Q+q00F%zh|og3@y&4W!-0e7~^_n2A$=RC_|p*60np^BKy+!Q5EET;A*ID z5`2jp5|0mQ8gC?bAHN$U#IiK+&1MaZ)%i}w{3*n=5U`*6kPMsd0=Zp;X~a72DxA(3 zXomAo0-St`dawe_Runz7E2bZ;F)n`W1sTmoG%+Kf$RteORo~=09#B6)s2p~y2!gSM z#xuYY-`pRXa%jJ#tl_wXWA6azkbE-Ts`siNA)8!d`;sW>Of(>I)+} z$2JWumw?hK1z*zj?Ub_Ge~D-nr=KD+iJVO2aSq958JBf8L3!+-@2kAd%r}MFovwPMsdMs@86|6i(ur6iwYWa#1We)>{+zZ#Bv}K;Hde1 zb4-CDi#$uHlC1T$yC|M_|W zDZ;PiGD3o-#oiy9MZJgajp=LX^h^gjR^i2|)Ng>Igk40#GPQU=D>0Iy ztT{Qh)ZXXsh|!b*VJl&>hs~L0;gMJ`o20^v<$TZ;bfO=|-u;5Jc-H$x`L+m286J8* zm7InKT85D!nq{)kLPk8>lLzMaK?wJwfoykZHnr#-;|@}!q5vuR{>cPBz4f824;&6Y1#Rgss z(J{A&*ObiIy&B{|v%ueogeQY)_ySMS3~lkM#`}d#tudd&J$p^a_J?|{vE{NCprWxX z?r2ulA~K_yQP6SlClZ_Eg=`N))uc5;4kg#N%IQgZILMLH4ayiU0zq-7ONw$Zf^ zMzO{nlowCFV3;$71Rs#5udxYA2m$D)LL5*QBas?bK zw{{*`S%1E7>_n=t4U$^j#(w|~g5Uj;MppN^ADSj3DjbTW){ZqFnit0^z{u5~1AfaU zQl-m))cSSmL+hbTrQ5>)7m}<8*dE+uR0x{je?HK|9DMFZ^`XvQEP(Za3`=1~#AW-| zpO{@8Ax9qofr~c?ShU0J)DI@COosdE1F5CD3MG5!GFV~yJq&JZhk=6}Q9-^Y3>s~p zc@;+Yq+1V=a6SVPPBW{T#z6s6^aj>4L>Aqxb&Hb zR>)AJAzVGc6Y2*>%Xph^{jW^I04=)IexPb-ZVSJMnlR?N;IeSXXI;3WK zRUJfjbZqU?nDxGsBfzzkLg_~CLhKy0fPX+G*HC?+0}H|qOW#ENVYdj!chA7gyNiax zQLjcANExlQj+gY(-}ve>?3@YM@%yC$B;A+c(7sTl65MyDhsJmJ9H9B;t|FQN-A3Ve zus;9u;On>xHKyyaKeI;&g^YuP7|$5)$AxAIkZ~H_#t6|7+XcdhfG!W6i@bTZWi>00 z;{$^86b}1)lyRurbo~8Bd%^N029rzzjpqvX#^c{nro9}7vpNf2?Rf9bLq*)rM_pdG zNw(<^Ub|GTsrM%IzV-;oHi6leyw1)a)va$;35)ij#b7KBlX&azp?HjaC~>^$7M!&@ zl^Z@9*izXY8e4gM{Pnxb@G$YGE;jTRaVPCAN1;NH-Pc1ioFJ>k1D}-xa|dIBZER=p z8f)H0hn0D+ng*9}Rd3-&Ya%KqKm&AQqm^T|@BIPlC5)dbl~oyr>o4|zq1WVaD#Q2Zr-Fe)>MX0x*FZ2mWem-m27&Oq_PLRIXE$PHxx+ zJ`cXeFkX-@K3Df9{EG(Njc!18e{SF3pMpb3{B3O>f2%CI8<_kSe)N2W2`a`l;ej<5 zlXn&TC{9#t3nLzw&k=gd?&SsyK>H9HOzi+r55=JJpTPd@Q@3FJx$TMgS^BCws z?GsBz#|8)c|W?C*+s&yObITLH+-ozEOkN!!GVTVqs#5 zu9qB9i}N9A&MvJks4{{sra_LK$<{rbj{NuD$2dO8PFB&Q$pX!trsR#BWP|H0-4OR% z-t%-Y!dN5VmuuV$XH2bXV#Jf73!MKGyDbse?J#d}d+38qWz+gGRn*ybD>)cWBAzuV z#!4(a@6b|))LIbF=2h7%dCE*_(Ajd(Epa~JrUTD#aw1u1arK+FPeGmZlFBQ)I9Fy|Bbm4*31|E%Uu1JBnw#*Gei&?Gk{R_ z_WKqaZc-IR3jjxhmeDi6Ky|u6P{<|7Hqslaz+4kmkygx334BQsw3Ecr;wGKBDj59n z+3pyN+c&4$n9aVq(9ax|bO*v-sd$Hs&&9l0Z@5UUB=B^qNM#u_dYLrDT%i*ZFR{O9 zEuZzEn04n0AmRXU;w~=aMpeYeagfAnH;^tZDbZ+_4?GqTb|?<#F7j$dHC<+ij-gV_ zFQ^?Zs?o$ec!WYBF9b?5eibP!S}waIEoe(E)^8@6dM+yECZ!M|i&8FWDnVtb0VKkM zgjC2Wx}LvhXbNX@N8=Y`ywt#SmE}$rT27be>en)-)pEDg@~+hKztjp6)P3iv6JE)qbFULm ztCIv@?^o*nAXfzSiahnoTJ@^#_3Gg3eM`NfRvmSJy*@#M0Z)UWR)ev7gK1iWIZwT= zy8&kynoX&;-AV%zdn4A5#({uFhctaRIy6ryZSR&wXlx+LH(-|$(2qbrcm#wRcA^!L z27J2%!jUz#h%`mJHzlY2z2L7jWrCS2g63TC1z)SV(7m}ht+}M-&jr8YrMZd#36>+b zTC3$Tpr#?M<@IYxv)0$z8PYgfp?p6MAYE z?mUAdng>_k=nJY6Hd}>;D>hHQRxQPxT~%tA)O>hBTjnkur7O>=Yl~T~F3?oi>sDql ztQ^J%s5Mva(TQzdRi3(6Fy?lgbX9+sDnq`6>eEDkrAM%T={UOVY^AQ8hQ}lADW|6B zP{A)#<`zm~A;Vx*bn7O5Rcb9u?WRF!#SZTpx@o^DY0XhAXYK_NTa^YnV02-=!tVahLa*g&?-*HFMkOGG{BcrjTT&6bbMOr{lHsDO$X>|u0D~ficYN@ z;;AO;>ZB*=5AkU!!4NXDEX@7gzn52WSyjFzQF}{3@eo?@4`S6hPqzbMw=`k(N4kOS zZv&lDm9Tx?E|&emmf*g2>7`bu5CXuG7cQ5!OEjRzYP7Si6!uID?oDCH_!a4lV3>lk zP-K$8xA-bdXiL?;>ra`BdM{qA~w8A(wl| zjD9dCJ8P_DTzoV~XIYJ1-o0+9>f!QEclF z;&wl)!>EB{omOZg_iF1Xeg67sGc87|=~l&&$=J#0IBR}I-|>Vh`q(0Ge^l#e)Tfd+ z#I_Bovg20RtkfQ;w+SqwHjmOVhMb9wktv(9Q4)qR{`AQYIzv~dfVtJtg;Rj7Dd z4E>~7#OyMC`#$32o5v_x+n7puC!f{S&gl$h;mlqww5R3xRaq}SLm%nRR8m>*^2r>+ z>YRb+B(SHGnQtsR9en5Sw;>p#vYOWm9D>&wa$f^UTC^;NuPsKtEk+Y9#p=|*WzQio z%)Z_(ke`iyGa9!=5;sbRLuy@0l3q+IUy^>CLX?^M;n|OnQ5rb5RIVc$r?b-FxdO~s zX>MCdltHmam{n=3{wXv5-D<|hq81fgv3{KdWXy%MP3N!8rcJIWAdClC5Litrl3V*Pbo+oDDf4Ee}T!U+93l1R85&`44NzPZ^Xae8?|r zBfsu8#A!D%coz&XR)VX)+swo}to)#zFXOeAw$PlJJKXI%yz4uhx;ujFw94GO z!n(Vn*1P~(&+ett=O zam{~mt9xPx_;qyelqm;a1SMS3hjLfW3zu*b^5%1i43|#CAmT;Ir!po zf$e>Tn{|Z;I>+C*BDlCB^uBmPzIr{sct^g3&AO)T_;b7er}7ko`1ckkr|ZK?Md=nZ-dCON#ieE7BT7zw(^ns|tvcyJeZO5C{ladGL(^azrD4Ea}* zwQ+dd`4|P3WHH^K>pdmeJe6%cSCPDUR(>s%J4>5*YCC_*%ersbcxjKiw9b0&7I-aX zdg=Fm9n5;w7x-2$aMl?0Vhnl#AM0l~?iJ)-7qi~xWFLk%-qt~HPTrf=tFP1VujwRj zb6`nU*5%2>URUKCSd!&P{IsbDy7vZsV|o{mexF2!RZ|oHyJ`^Zr}h87YLG4Vzam!v zc<5p&I1@2MgoqMliGNoOOa}j~8i4+tHR#on{P%D_zxsF9V14J$tij>l@gL^uqV9jr z8dM{L%Ka4BD5+z*eg|NuX#USx0|kSQFx;chokmu0VyciI|3i{BzSyVrpNISOCDy#L zG*0{D)sWC(fsY^Lu!Y5Mqq{@FhkKpjKZ$LEi)1~==Y{?VFdOY>7KawnbMzf{}uq2D&?f`9}(;pe0{xKA^{a2Dzo_wb>2>j$-hgeg4wKFJ| z%0JfHbaOCy@SG{z#x2@G{$WOxGr95M&#b|Op^o_+g$cR6F!K}Z^X}!&2uA~BUVkcBnBu!xe|ZQ@Y;`@=kOJzKPGPjYOte9teGfL&!? z*}U!0KwRpbcx6?Mz1SBBXSp~5r=!no!o)QD$%Z8Xdnu;6y+&W;zDoqhtM*F-q&v7J z?c3<>1E`XX?vG5eenh$)Wcv@-P=2v$2EmzRgtH$PD+RDN9puMT=7Ru zC8sN`8R`FWTC2W4JX!&DkAGUf_zYhzGmU>@r7=29dkz%0wqOidqsJP5t&KseU9B7(gsdx=L5tBGBS^R|QuX-`n=&w3(O?XW* zkalKzO-N11t_MFQSziC|lC0W6X=b$R|1QY_2e!9U;#B3gCNd7Eb>@%}pYLXsl|WWk zbLx7nSM&ds*e)6-S=}$0{+%`W4@s8uirfl@2*m#>$@)8M@VFh$asK$PBrE$N zx-_QS+1i|d!$p%U{p+ga%)5upAg1@n-6Wg$r^BKcnCH{Ri}#ny0VWXmacy(8Hb8>b zZ}Q`|*I$i2>^lf3)|m}kY@ZpX7*;pXS@9K>1==#;0ez4hUUkwB?i(o#pq>cX8YJck z0hO96LJgDAAvjn`fk$gWI=Y@ggsbRF%_|GEYHn_3tG z7Sg*|5aI(cHZ;l=8oqc?4~hcVWZ+W8jxw5yjrT=FRT}lT&2%<&r8*{SqCz;_7Yc=7 zYGL+wFkTb>1MLT=7)CcskaKSyIP2`@yN(I;+TB6>$F`MOaEndaVOuR52rcSV?W6K3 z5Ff>$oI&$C7MZt?Lgh+?SvEG-^mdgB0aH>WVLIOX^e63yCP~!_)+l!W0z@OO5yAPG zM2@;W!jG=J%s%}HG6<9q7wnxfznEfsaQ6LLWfLHgG20&awb)YDnl;Vr@dJZ~$4};vfYlI+naL`Ijgf0&CUj6bPi^ zs&JYy7K7T~AIp(AVzQ<4K7CqNBo_obo9(4kETXd|AA+y= zo&Acf19*T9NgWVhQkS*-S|r_gJnA|BC4yV$r~0?0nd;b@GEzQs&CjXI1r7Bof z@iR@CDvtC|pN!I0dHwGgm?7|RBWw`Z#Ec$0Jcd=+OZE|SOqQUeGDFIn#$H)3*3cX0 zL27Yd@8=gpT*+lA`dSxxHx~WyJ)Rx>G&~hVx=KuP!T=VJzJcd|YTN=^e;_X`Ws8Xx zgcR@?7OWY1>7?AvW6 z#aPmhIN^Q--iB6ibPuuXGLV7Iw4M!n#ufIwTvSn5e^v$>v$WUh-I_ma)LXF<~(&e-&IM*(I!8@pbWtxav zurvGkcH)3;Ri7rC)~%R!TE_xxEcd#jq7*MQQ9Bv=hx1Yds=KBWS?;FJWu^h-1ajvXL<)(FKb};69Y<_ zJb@m&p4OAYE$bplVlCgnlB~{wh1=3Vu2F%F$9m92+u7^aqfnKLy4DIQx5t{K>o`z_ zXWRP|Y$)H^NTlmZZPH~22k#Nyx_gjw$Nmyi(Pf6IQ3RdBPA`e-!okP4`yjFB`HuHn z6B2KZlppmgS#Iy8#P3rN9k(wFVml_*Z*kD~vjQ^m(nlX@Rc3sUlM(OOIR4w=9yeK0 zg2SbTO7)+CUqJ!xzxSP}2VH0m-9aCP{z*1%!e(t~@F^vCh1>Vy1QI|c{PJG-?W^WZ zs_yrp*oAJ;L}<``!`YtUQHjZgH!05NOR-lOjvkkKKpUA88MWU{qmq_5rn!l~M6tgJ zSX6cB`3onIWZqwU%U>P~6o6=oJ}SibfX-)+%XD+it18Ge|1-b?_8Ski`aMRlA7`*X zC(DCcaBy;PC@?sDF?j37#oCmS{n6f2JtX>ec4452NWy+hc?x6&$3cw8ys}4<23h#FbA50D( z28NF=hL1mn51Fd9QHOL4>UO(CV1JMy$qQRuj9AD0l71ht%^A6?9=V_VMTRW`@n@)V zaK!l`s*6epEOXSYdeps3)Z-!2BQWZ9G3xy=>iIDW5-%E3BO1mv8a5>wz9||J5PhB# zIV)~f^cab$0S|5xMaeoh+}t+{%jVjNF8$qjOAZ~V@Ua}xM?7)5ifd#&yf-@*%U907b`s!#RZ5n`5w=F zZ>{?fr!GPKO(Q@KEHimZ(8o(erb)=k#UWrb>t%P0S*q3-IC1aT;J_085nk%c8CUXbysn{&yfGgu@DOLRnMM{wH z{3%mgA`8YX+rcdBL4x8bCH7?~>qFjW4POdCHpM_lI&5kV{&NC+b9RA7CgVdksv9GE z^XHYO9O~3u_N5%+Wl|*bO!DU>t&ratDY>$MTu#YYhGQBg{9G2=Jho#mF7ABck~|(w zYCbm^0r-4tnluscs=;xx7&o;i8El>BkP<}X9-<;@#O2E81){-{gwz)`%w#Z(RNa4oE58n5-$2ZWeI5@R9v>D9% z6&u7AojJ$H(gHY!ixO#5z2PlMOY)sdVxu)(wcG%?ZrNU`fU+MRWA;HN!yZnig$7kY z8Imzsny&h&S$S@yw;Cmd@L$u+3#y+ZYmeQ4+-28*(w1dh6-mzy_%fN};_>G)Y+zZU za~a}t=`d~i0&bZ*PD$@_d4pNmY$z3PO6nqh_;QJJ{c-tmYWgOAg=0*ax^l(7TZLO= z#l2?Mxn}uJN!E2}=q_zHCO%p*xED_$x8ph63h>9?fFHrHG8RE;gw^ZZEFCrD{cA!^rXFb?BV@4{;N znyvREK*_e&S_?=%RQKxyUfHbCfUb_Ev~dC_{T%@BJ<>pB4oqH&2~GoQkk?=%G`Y7# zMpb9(^ZfSF3eiYwDzV5;8;stnVyLOM-qHDhqY|nORpG(U;DbWfxaUE5l#+bba#ahf z_ebc2pzr*L5CJ+}{iC!ioQLJwNN4LwC(0{)KS$wAUWw6gi5Yj-;YyjxU@OvSCwT6F zX(jDctXp5L>$HBsKab*(O0ZWeoc*;Jv*9MQ*3a|7IAIkws`rgRb9)gxZZHGbo zv_Tm9p#jRlud0LN1Ox261IPhGDP=<&SRLuD&6%U!*{6!R9%lKkI{qHR5^2K(U}x6s zaK-CzXTm^@C9v+bvtd*X=waOas?!!e9B+xjfKbm6-WSC)3a>iaVKh9T4eXFE?^10P z{H8xP+N*&$w()r^3u|QVw0c3hT%N#qO&W>#%$#O)WEp&^nD1G4*gc z%{(?P!#neZp}C(<4zg_G%kb9H zC2ge^G1r$yyeI{OW;Lz*=CMmSzs@~ht~GDuG{31bqZUK)d2P<-&5e&?fkGAa)%XQY^=6KXBDzwjrA*FUnXHKBX6Uv#t^aF z@VTo3zI5AaHKMHLsJ!9?sb-6Bqf2D{!(QP-#737V#>?1->)8fm-`a=sf+xOeXzR_7 zx*PXxn?1{$FfW^^?IH{zYlIcWc;j&Yco8Micaac-?N`zevRhch+jzcPpT`BMh~?oc zw(W+u$#ubhYPRu-cRq;hteI~;9dC1I@`1x!{`PJ5arlw+2`TB>4cMQjaAa?MbRr=0An1MkopnF7JtsVJ zj6!xG&ic@#Wz5ga!s5LnWxXKHtIYZRXt2K#=-vzta1~OITblm_xSzP2^h>dpUuLb` z);p0=Yt}RBtV_U2ZYOz@#2eN}pO$vy5?a2~;`4)N+ta}c1`Vr>Qc^;2PCq@qIh%ncgrm0uA<$m)ZIv+U z#0}ZgYLbjhE+4P*%C-k4!0nnk>)LkglB{EO^XZxboY*pjU~gRG58nvr-HM{nf*C6q z$y>1vaAM1#3j8Svx{%YmQ|<84482hjxK#ruwjFj79d~`tcZPcR#2q49l{Xthx5i-U zmE5Mn#I-@?k&WJi6NxKP<^#cEAe8rm7wADSD#u>#!3Uh!M&0@eJZgJChHpH|Ph9+} ze9S+7jMsZQGzc&!{S@2rn7Hwj>0R=pTQ2ZY z$Hbgm`BW{CWeF|-w~}lZXT3ZwzjVtz`{HGzp3S~wK6c8T_H4XnMqwdl&v><+CwzPv z>9`-ydJ6=Ry7T3HTAN*yb(PPCS?IV~_I~%O%#1~=(qws?Wh&d7cs&#VS)&jxw>PL% zA%KSt+&{v?{#&ut3i|Imv|(Ce|5rP-9ZFJSCMs|lDkfr5uwu|kdFg*8S;|ZQbBA_T z-aPfcc4$NAy8qh_ZF1ORtl>~3srq)OFRNMZu*APRwCJFTp_RevJg_8dZ;C?v&#VEp z(qGg{%1a5}g`5H-9*1?5++eoh4{9aI74R==bt&4e{Wr1wGeoP&YFw86hqQ7-0{oF= zxv5D0C9P(_iS7L71u$u4EKJq#XV!ov#_B(34H)Sf!LtT)se(gk!FKBd(a>i^|2bRHr9iiZvXDkdQWi6-Rw8n+m!LQIA4PU+blT}%;%T+m6HvS&5P&T zU)0L{5erw#?)7sqsqQ<{;pT5t(cna1Ot-)_KU`xM<=^N|hv38(-eEoX(;rC|b>Uys z>Q7?ZtiBcgWj@D7*gPfp#yu;jZc6_XyXs4Ucx$&WZVlZh{0Sjw2+*l==T zx6w~`+4(`U9<_en?Uz;a%Q{V84M_5d=_eGpgazy)6auqatgDx)7*f1fIv@1FiS2ky z3v_+|{>jwv4Es zKwtOyXkE0f{cHu~u|TMJ+_py3ecXyJisRe?#jA}2cG!oBp7s-@t--Sf55Z4S9`@GU z={exURw)nU@_Z8Q(*Ar}w=vy(QgyIya@P8QEFb$Sl}dbj*j&kdyI+&D@q9ci;`j1RO+tBjIvUV>dVZ7uXSde}l^ve9 zI4&LMmn&HiYx5m1(q}%f`OBb1tj-VI@|Mu_3YN=_onv1weQ|j;q00Y(p;1Ql#zV~6 z^mB}Z63;VwUD5aAH*H1;y$q<99Gu}!{Emfe0#9#AhUiSqo-kBJ)@QpkV!4P1zdvaM zhOW^6`C6I$$q*hv9YPqJU6`D>5cFHDZWF!Hlu!(Hm52SL~Gam+GlT*kX7==H7*>c%y%i_z z8x}PYor-J5WTSZt5m&>nPFjvnVM*8&{vtV}U4L6B_$DRm&N`FH%3LhIHZ5=Tb2gRo z4q&8pEZaJ%T=e~}q=oDUWMVcF=DR}4?xvXv-JMcdsv{}fkKpR!N0q9`yyBm8DjE}# z3m&IaMmB~PT5GhCK*`z)pSDr_nP)_UCp!s`3~~0i;j$)}`|9?~ZHy#+AJSv2>JWw? zb-Wg;f$#UV&_lQcSd^lp#`op@yY!{J2+Q-++ZE9A7G|Z6%OS<86%}Jvn&=uB_HEUn z^<(`8HUzZu$M?X}PD2o#A5Y{M`hwzM#JN#29Ws!gLt%RCT)&tn@&sG0WfP0mxr0Uf z!hoao&}hV^V@vx+l&0-6W74hdo8*JyFz{-O$z&e^`Gp+5;~9zB_Gu*K`guVH0=vo& zeA>JxcKHUUTjdWo8Zpa{+l(=ODe*k?cZZfHw~F$sv_WhzE`fUMWg5Bm_G9KFKCbb4DI@DI;3t1b0N2myfI^1? z0D+10OyGDbW04`xm{^dw<}6}i6~H;cTr5m=5{2bU?$5OY4LaDl`tyCAB8Xmge1!Sd zhPscQ8Atjr$&H1RH^mZXlExE@OB3e|<-NSd7XKiwY-X}Mw|Sn~rlmE=wSQ?^b3C`# zYnnZ2K&V==QnDUc(Yj@CY`fsw^Z3a#ril!Md?Jc*ggtW?_=BfG z9J9c%2cCrA#2S5v~LS=td6(Z?CS?FwL~bj zrsTb)C#oxiwFy=*hD9D?sEqFN;)t4})*-dV-W|{JX-~g zKvx5@{BbIJo;zB42B{%UmxTb$>c#sx0QBY;r1vT~FaBiW?L`pw`iHcV#nS5pLsuIw zdwQ=F**4yvWxd}{7reLTJRrn9z`)g`noq2~&qI+L{2|)wfDietH%hVxda#d$nmrcK z6Ng#{4(OYR3RYzalEC`KlloC`3Syf2Z6^5%7C82+noh&G6sfq<0|^;nl^u#uZTu|( z2RA+m@0xCtjd zXvGfnPl*oD#O0KucAlGN{Q)MIf&)wr{XZ%&_RCu)IHFEW23kJ`rlAHQ8M);%|5g$Y zfFB4lIt)U*a~mme2n6~B!)mxM1_$T|M!E3CP>1{$3`tnzl?w_{s}1oL0r_Mua%ID+ zCmn{Qs)x4PhbAY7mWcCYaE4NW1z4X$Yl6A!TvW=aLn@NPj%&jL7sJ|3xvtg1`ycHF zg}m=L!o{I&A&ZRE)IGZg!*Bix_u!0}9ps#MiC9_;mxHk>UX1u=6xN8#v#oBkG8l0X z94V+C2?R#M;)I<8y)PdXcR8cNeIo9tnVH2cH9rS{BkD)f$d_a(o??qHxY}Sh7POg! z2rPUIO!NmDgU!WIq$de8aS_ODaks%>ge4-Jqi9w;=9nVp<;j?{#~4rC*r52BY-Uq* zfD0{LEWMd{>H$RGB%4BVbc#w$t9l&!l9nz9JUG;@FR*4y2@y;IiG>crui!?E7ez?{ zz8TzyPl^XBawUjTL`i7yX+GH-BpT{)h3LU09s&I|G!kojt+?0|%>aoOu7>s^EK)1!)NCLoEZ>Yfp&?H77 zmso|Amo_QLrOCPD$(%kZ42sSi1gY7nQ9!N1+kub%3rLl>rSWi>6dG#7CRZ}r72a=*o&7*wbq%o0B$(!+%0u3_Rfb@Qca7KB)Jx@3G$x2}NTv`uonS1B{KrdxOHiR8gu)&N*jpm4! zdDsH5F6}ZVvTNTaUCM;ZM)S0=+qL=R2rXwJ;N=cnh+0B2M+w-i*fS@gK0}JRvoOwi z>bym?JpA_bRi8W_z8t&CyaM^WbCmpj>ih}q+#_nzai8>aA-~x1)T6=t`y2&GN(B#W z3qUaiXjKImlLc6p1=xgzI2?tzN`+5t3-MwK391T-CJRX}3&{wJ$T^B$Diu-K7E#6& zQCAhwP8QK$7BSql8oW~~X0|P6{ZET6Ak5xcY^DD9@=O@Yn*i1^^`MvdoyU z{1->L*&QUyDyH0~s@x8MWckWCBm4=PVj$2`0L*g&B)R(tC~&9$Eod5rh4B|}B-uR9 zJTo^hFCjfAza;HGRz-1X60|DOyaMZfzDb%1YDMj>Z|S#f=^s?|%&l!{qHqxsx4cpm z=OG2+2VqHduGjAFp-XoiZ(IYYXvDvHBh;y*)NzQ29e6{<S_?KOmnZ-jxQYRBI8R z%g}~zjtWR)(bD0cP)D@}CZ2g?Jo!4?cxPL>aS=)-oT>$)cob zkX{krp~-Qz_c!ePtK6^p>*AvtQ>6=Vnp~<>ugpE$CXopVC zujo&=-=y+~l(c*Z_`@;ozM=WL7>)&!1{1Z59=$s8242dwEukx`tI{rAcnSMig`C& z**o3{NZhU8SO@HJ7c_ktk%?_b@y`<6O1TIu!8(incS|tm$=YHdUB}BH&%r4<{Exh^ z1OnhnpH2=5eFm^mmjK@qWL`uvo>$RF;nz~yPgSkKv~Z0GT`lz;cSwK84=V3jPd5na zYi99ZUsNJ0U-D{z8%kNyO1lfPQ! z3ef+{q0*C z5MkNA+kye#(tid`{~O!V|Jd#KpSC4Aqx0Y0ezBH2z!L09f3cPtX>{=)wk5|GZG<0S z5|=x#HolpYq*pgI?CBLHV(;vG&(EQoU z13wwI%O^j7-T8C%%?%l@!!O zJ~Ub<_0AY~4N-NBT&E6Us>iuhC*k10*bVI)HZDwxj68LfOZ%O;V_#?jNFu5p`N5p+ zw67W!i9i~Q@>d&%FJzQIDADi_j6Eg1$SyAUKkvL3$3k3+f8=`V_ps+HK4X~L*u?AF z*H3>U{L*QB*k*}EJyGDY@c8@l)N(GCvqo4lq(F*-t{@kig@qPjRiqss@&vk(!-lD+Bt+|W# z$W9?i*YHZ*X4F?5A5Px(yPfK5&^o8qKQD7}E%4(b%ja)akN9Nc%Bl&MUx!I<9fZ^z z5fD(V`$*a_gkrx-e`Q%HDotb(55eVslwqCn+ygLinNghbfdtI-Bt3J&v-(@YVi!!4@Tz5$Rrk4hTJv+#ULrk_+2}87 zEQaWGB0dA72)a_gaF?ywAWT%_{}iO;U$L zSTUbKqa;lWCSkuK zwkrp^^9%!UP;#)XtSw~cHs zC+D!rE80YNe#Kl)t%;RGN4s|{sxGJZ0?MmbMR#o`2`S^&nx33=?>byw&LZqK)u8O? zQ{!FDfxcEWKEvAc;JBJa3S>=t9OvevbhUuj%i4PC?-pQt1#H1=?Wc76A%mY5DZie# z=93*nR8=p&{7Kv*BX$U$yjo%Ht?ZF7`UTsHT_JL;?Bgae9qGPW75EArh|D{P|LU<$ zLkb-V7C#y$Cf<;1gN_u}0zqW0O+nDbkm@({VH4slov*e7H6-{2zV=&mZ)`Vu@=lBA8EGj&ecQPk0r%}G1!K=Ajw`ospr}F368y?^6>#u#g-?c~&nG zem;l6oe5Z71QSt+)^y0NOb~P&@8em$ z)NyzX!X;s~AOo>eow=}3!tLL#J!WDxe}Bft=H;qb?#hYhCTENy7UX83h9bCzBs}J3 z?1W_8=SIx$Zjp$r$m8&-!u_4L%a<`suT$e6AmacgkaWGf&Y6`>B8t%6&TEVZI607i z$$MH@d0Itz+EjSjjd?npc{<_U*_Nz4UH6!oBLCQy0sulZp7)Kchl{a?u9de1zo+}( zwk15DWL6(@D=)7>SIJXX2X&9AF(2Iw@6^9-ORPTWR;+5HD2j=0k~;47Yrf)??(zcO z^7~%@)wa|J^4G6G9+LM5*59!xe^7@1t!?Sde-1BTffau1Tbk4fSc?kSs0f(WLEYAN zn}6+)HO7*&=5qov*SGQoI{j{aOJ2S^0xX%VW{2%8$5w%$XtRQ|K#Yzc^zk6qw>zdWP+&DO#1QX*4b7_sMy3xY6xqL$lC>ANx`TB zpxe(nG{lLel`Y>Rc=*mz(p0!v4<&Chdj;XQE~ggE(z zn1>575W%<~(Q#Yj@fQ_wUhR>TsNf&!LaF!%@FacT$4>-xDGU7R!-3ur)3p*K$X7aZ{TzW_O#O1>GuTE zH78Q_*fWU0AVbCAeVtTef{a{Hn%PB$mM%zI&rN{R53nuCtogRAMTNI#AwcM&d-4paR5FD(y&@MHB&2 z21c#`XG5Xc)xg$!kzN10+fOm473lUu%PEKEbWP*{wxvFT+yVAnVCDVY?Kc66wcYR+-)%zxo7>uL|;K{zD? zm9iHrAt1{?LT2eSV-t4eKxdT?%HW%bM58Ws5G<9UDHYBxMkoO2(6>vlYSmAmich1n z^oLTJ4q=&GP?P?_n8VzpPUwh4R>G^wgAKD!*qn%V)gh1gcpMpespqL>vx zwK%Hc39C$nYYg>kMrmpseQOLlYjieiX0vNjII1Pogyt@ad2NxrmAv^bi)&-d>L()t zJ6W2Ps_pUXR643JZ0lgQ!F`)$3o+$$N@a+4<@adoQIu;?bL!!pP|U4*IAO&-@!CD{ zT7{P=2ST%S-?Z`|3acUjM10A<{QH%{v} zu~aw8@zlDKAqTM+ZweO&Q6m#wnUWa9_`hhR;!L0rsiZUjevC?X&K7Bm8YYpZM}AEv z*)2$2Eh;%pOEIiPXpJ^0&EnO~627ew!lgY*Er3DT484s`xyk6N)!Yv%M^y9O&S%jk zxKX%TbgSZPSDkBD^DDcyL7Fzx*cP*{cCYFhAEG9O>NZ>NjMmGx6a98Qzv`Ik>W<6y zl*x8kq7HdZSh7J|qF;TONNPk^ox>o~W=d@nV%`%o-e}rncfZa!yI=`FWC(3lhF@E1 zEEH(?3$W|@+0_&f#EY06>O2*u5zFj3iS$_WBS?+A?5e9Two})x)vXKOYA4?HhO?`m zrf1QhXWX}kjkDwN6-YrNagV4s$SKjjE7V$@Tf81gG?6!;h3nxHgz@Um>aFfs2jJ1#2ii}89Omua_zn7>Mbzi&UPDBFz=ie8ICs?PU&v;5$%Gg^kh%>YOk-e9 zc5pWQ*qRJOpW5Rof#8?e*iSg945xnRlZ+YevF{ne9O;dlSr?hkCQ3KT%@DMk>bf4a z`!JI>9qIgG`sR8TwPxo2&I}9DtSkGhy5elI|Ll49+=bx`3g(>3hdCUvLEHdXiou+v z&3InU+(c|0Y`gh6eS3n)+(Y~Mdq4~|Z^1QgeyqCL@qnNy*3!qB8I`=5 z4>K*r-CcZnB^h7{lf&$i|6)h(3hmhT#@oY))2HTtWX#{J2 zRx3I^tP-^=1`dtyYP(;3TivufN1xIuc8K1Yt+^JL1(v& z(Xv!+Wv#)wyXZPs-bPy2hAPJF<7;u78?0!f>~DQt;&KI|wM#-Xo9LHIKBjAcsj21L zh9TD2{MJTR_tpUBCL`u59oN#l^kxkGCs5+1R=~Ii7QEdJ2%3`YEc_0dI_#_gDbw29 zl<7|VP88O7z;!Wq&bA-T1}V|TZtd>X%7W_$SQ=+iUP&rUWE;k0IN&RUI6`*P0a`OX5~7zUA^x35?T+_=?}_zBW)g(Vn9 z>g~jR)p6mvV9MA@>NN~?ynsYpWO3_NjrrC)6o3QI8{*w_0}XQ=FQXzZp>K4nXD=;J zF6$p^H9pkzCcS9kzEX;~f;nn-&0fizT!~m*J&IJ$rMT{UqX}e9#mlazX0=x4uC<#O zK7PIqdvh~er?IB0A-{XJnQ$X;a`Q#&Cio3psfi%@9-L1de!;DARrg;0KF9>a^)7De z{qN=_a7^q!=A|S-6G(PWZeBi+PAx7eEh{f8%&4lasl99X3$Si(gWqwY0o^t>e_$}T zuwrzq7}_^AeW%+l-c|gq2MuivjEwJnr3eflZYunv^&8OeSG>Y5a~n6k(`~6;(NuJce{-T$ zVAA~p&btdOF{33}G6A-E04Dl)X3)vLgvgE+D0B39NMixSO>Z&L;|_+;Wb~M`Oz!xA z`Lm{`A9lLGEP+h4S!Kg`u3c3MH<#}?|`@|(D3IMJKb@i z%zCswS^x(s{^Drg=M3k(u1fE&D&L*0Cmpv~W@A~NyX8b1SzEoIs{F{5AXWoCF7HA4 z6qsjtdVH(fs#0W%pG%I*J<+zetG+zlTZ|M=(7RqeIXK*$?VWvg{qjW6L)8)KsSeq% zRs4{-*KlNkF((v0%6Yd3%oW6z*pit*!=HopbIVGr(If_QKft`CZx14;!%x07FEOu5 zsbNhF|L|kQTHp)dEK6JP5ttfFQU46YP5HR4M+ z*8(unYU#zAW>Q+~2;}Cm_$y$89maGMm9ks&(#-*dt;q;rUa~X#F)!{EKLo^0;ZLbi zp8&e;t$Rs`m(-b0F+C|vR&PBGa4)T=$KG6W?uElZQS$$jRCg}hW=JzJ4N5tp0ZCnAW8qc*0^cSNN3! z%}zy)r0`B9?=RmS=+=e0X4PJ6XSd5PR6DQw%mUBI?sR4Ijq}FS1)duCQ-i$*(CaI` zIy9E8y(Vn_ySS;reoONYK(-|UFwt#fp0o$;eT*Xi7B@WvFwsE6AM0w)Vb8zIwxQ6U ze`H%YKk=`6$vfRvKl=DKZd%GD%@njUs$p8A{;zS<|3lsOo0@FMt!|sz>SjG8{PQo} z_E<;Ertf<~o{hk6dhNw#LEDV#n0lQybgN=DkHhZQ)(#Lim9wA%EHfyV8vs$pv&Zu+op^I#M{eSET-&s~PJ zy9aC7rd@S_yZPz6D_&rLW1!- zZVKL$C*w>)le2mcE8KHu@Jqtb7Wn*4oK6`rXMSZSqiJlvz>^1Kq052tOWPwqFJ4?? zoY3|PBF1`e5x->I41pGE#eE-nAZ}WoSzBzf@2iH9g4YHB0>S$LCpv{-^baT6FNJ7T zppAXvt?kAygz`kIHm-~PKqrh;GL(+2n@2@~6dW%@6Dz*(vL6Ho`K8+7Pyr2p2O&{i z8iSOO4l$d9Q01kUlnE3t3GhK!X6$z=sScPd^dP)IV}x2=uv2m3Afn>kFs&&nsgZd= zV0A1$gR5ZI4}!k*IiD0*$;vsmfE1kK#qua>lFlG)TgSAbt z=NFhs@f&9b`zTQH2R)42^UL5|73{V71v4KkxpOaBEEgvryrN)2L@VUO2~!#1%>49B zi0~QXQPQNy^DnQ3`h65j0&!|G`B-560X9b|WSR*`pM?fwwMtScMIl0RS@oesM`;ZH zkb2zxuh9!VY0TXaF-zE>3T8|h%^B_f1Ls`|2hTA-bVnz5ePv<|Jm9qP?!v~w*DFEo)`gMM1r?|RDL`= z>9dR^Sor-6)+k+shUUn}{M4EE@BFB)XvBY^|8EHbQh{`#3w9fCU&6BGzfKq!FV#yY z@?+D!6<-Do|31b2A^*n_nl8$@TCP*rMW3dO)qX$+QHoorOV|7!>4l4JL4{sEQ=IT8NM@C4$Gbh%TMKYPv$~z=8a7rTqIuhyS-D9YFs-{kM@$vt2Uud!z%WH~{^>T|ValjP#`l z{hi7?=Id73Cg4YH1ssY$bcQ_6i^f)cptf|6fMBnfrcnE1u;RQ5(?ONZt+# z-rDcbjizNx&Gv8(A${HG$Cyj;P@$NQaS@LX;a-m27_1mG?2uP&&)}&0BGR#^pG@t7FQDoBw zk3AfwJO27v9lr8T+`A5^&xNOT&t8t5yuSiYG zmT1|`&XzE*MXefAn5Hc@?yCfhgb7m_sSk7fB!-&sJ8jvlC!*hkuIoNrW}K)>pr_eH zdY-`98%u-vV2t3pfsLQ($CavvL6vja&?AuZW70<@JyQXq*YGw`tx^= z604)ZHzhR_Yi$=6+Y_U`Ro9KapqZse4ulU#b|;5mI8gngpwLUMXd8dL;~8HS7wC-k zcGlcMmOaI~K)a&T=MEqM-gBcAdA>=hQ{V8Y&(s;_zeaGD)4Ggl6$DLk zbKn20d~W0U@!m{cz;F8_ z4}sFw|Cs0#hw;DtsPJBgi^BwfAix6%*)9Y}i6Bv6q{I3=*pHI1{WE`$bf5~f`=61H z2@&8I8VCU&{T}JCfe7f`NEgu-8U#-qrL+DX>G2mw89bO-;=C|k9_9JJMtTa?lQe0s zyOExySPGHv){{)I8F<;;kgbN9E#JmIl0rV8qa&KFI0}``_*I&!0U%$S^kmB>j`Ot5 zHCy`3PZ3f06TmYNOT`%dVzeTc84 zN--ibT}eeILHuToxZetxPz~n8)y^6Sb{M$1W9P7a(@f& zf!`U`!ZLE7Ol+zTQUAD2c)8HJPU!a~?m$hT+WetZK7#(uV#!j(zR>qmlU(H_S)@a zB$T7C@$8!R9nh5|9eS@_QQP#N8XP&2Vy@c=DZ*NQsHX9ouh&ml4=!!J)1<=GW8uax zlQ?+?5&p0$mBKunqV?WK1yfO;#&URYsUYVO`G(RiK|;+6ZQjqcbyX$mu_5BJ!d`EK z0T-#!P7;CQw(Kn(Pw+@oX=y=joR-07*~yNTGS1woWje?4sbve7fEL4zL;CaSEss^m zs{MxL8@8ET3l^7dWkVHzH?)&ui+U8XJr`07bRhxY64wJ<;)v$40xOzdi|zY-t_Ch~ z6|F3J`@W{Pm$=II&s;c8qJ)hw_(gexTn})H<3y9dtL)MSPI04Ci_GP0J*GW}F}}@9 z_qlU?itTpH9#5}*{}usL={ZX0ATF2D`P5@MbC{)cy&>PrJ_6x7pefp1+T6CxixAr_ ziUCSnzgA6*_MDWJ+p`)6R!yynokAzCcdUA=W=?xfYcH>NogP-tp?tM!klWw<_;9;+ zl-5Ey_O`9IJkKOcSTiCCoo0@wLKOzkqmYV`(9{vG+BxSV|9SaiPc z_2zyCK>jZzG#|U1InD932ducJ7MVV3gD2@7PuZ0U4M5Qs8HU3-I0X~WNB^Ki^L{h9LO%F>jVelsCR2Mhl0!WhA^y9YK&Bhvn48Ahua~UuI#C|EZM>_D zZpFWdQ{N)X%(=fXK`_DgKy-H1tnlnJ_s|0_aZ%<5I`l@AG@}v-wI4m3ojva-dD;QY zt;BHTx6i!7%-k0%iI|YolQZWFN58zE8K#td|Hp)A}V}xGRD|v9 zlq-jD?_oJ_w192tszdlMuNVDf6oq6z+MR3g{JoBS z8|D2QtX!^ed<&BOsF3`D(pHmK-Xj1(V9fd=(jRQ4Tsmrx!Rj%07NC*lv&hu<~t-Gcpuemwc^c$0PW3LV5R^v;&@P_m;Zz4!0{Guw~>IE%%C~S z0IbU3Y^x_1pN!~QHThXWWSunG%G3$0g7K*Q588w2QN1W11z%|WU_2_|JSqr3I)p7cOd&eLIyx#k8eAD2J05*U5CBIgV81+y>>CanTA`IM z0OyQ@flFKgeoWCFL7>b!25^HyD`Tq1V`|T1>hWV6flHi1Y^!x_K?hPQ+oyD0vWk#dYT+Y$hS8xY(8}`!dzS@F!^;Eb@Z;O$<3mfq2nF%LDGp!+>{?6j zu_YXJ#2+XmoZ%fz=_+Hi5O@I{_Y4!*rYG+ zh5tf9Cd5N7ZVOxU*6lioTcV2Z#kU}zNXnv!cg6-iL`%SeCDLsqUsfig5u`9qBm&r1 zY?~C;i{uBeln+@cj5g8)Xk_9+HiSA!aE~P5B1Gt;@bI7df$W(w1;BPmNABpEK(3RHW1hNBSX?A zO`1JT7VU>TyPo1kf&n;DPcgyUCeah_lj(nv7KjFM2d9JzLENcR?_nd4_DAACQ{zpO zzR#y`y$+t^jqhyCaHTeI+{kcN`~lIE+pvZNv!{ncGilkgOQ^F;eX{StvTN8OQCW~A zFo!5loJ4dgc`&l54LE-ztivTMcO$DG_H&T>8x>kkZC2)ZR_+)yd-@_*Q7^mPC)a{H zM-9=`BqKE?GETA}r)N9|0-^0g%RHja%+||aLe1lV<|4uJ7qjx;Q|Dcv7Tnv+zfj2I z(e{(G$-38_bCFGxEkl6==a9YROJ@;HrxmVkiP&VxQ{OVusuJ$3GD9%r z748GkzSz3s)U8Y!fel9aOC%5(@;x3L)yo1k;WC_TZB5%^02AvSQ|4P$<~3OnpqOXE zQNEL$kt6x;_U_`8NRZDGM=x(y#6g;4!xf5CLv#mICpB!Qz9zJ2o~*tH@D%rcI&g4y$K>?d zLi^Ec9&gs!jMNlW)kIv>2E-0ss*IUzILfY!i>XuOXiQgX92BkzpooW5HA*YDpm#OC@oSmMZV6JXif@Xn$cD5k zeqo!6)OM?Sc9n-u+idJvI;w!3t|1{?zit$0Tx$=0((&Pyjr&mBpA-<4W5eNz`Q9l^au?F6rySxtYa<-eE!5 zA$HXa5z$H5>WG`lkB-gG@5(I9sR5GKDP2F)Xgfmf8Y#CrW8Swo8MMfWbOl_tHN|$p zste0$LucQcJ@+>KnR=JXxsbZeb- zw*w5;>Bh6E!Y76)rBm4(21(y(k&}E{&CoT|?V^ep+oqQ_7Iaw&sW1t zR>NA3>y~Q5fr2Mdu7c{kEZrW_eN_GfR#$ZbacNR2^%C|yx*w`UYDNr*YguCl_md!8 z-Ay}+kUQgjk;?@4aZ#L`tN-hm943DaLQA>*0WV9nzinWupf_# z8wb~ni7%jr4d znMt~=3cL0XmtnvWZlh-A7o>XYdS;J!_Ta;;RYy;Dq3iLIfux#kh{GwgS5zOBtj$mE8L`MBwwQ1&%GhIwj2V`Q zx%4r<(=TIb`il`KNw*tYl;G;pq}!q_mIy$7tu0wr?h*cWvkb*u`4J!tP+!Z;R&>OK z^=em&hE|NQgaPVn-n&(^9w7?{pgwKYCP2t;W;Ok2HSnPR{)06d@-+`Qy%2zXO)OdS z+Yt=7S&PM856Ke*u&+^O>z%8G!jJr78WH>z4Ui z#I;%SZF3vZuq=KPV7^w*Y}Vdv){|^Ca&0wZF;slpYLDN7)oyh;h_uaY_0?|Dk!&|K zuMc5~3_5I2)B?=c?HMD^k(=%Eul10 z3-Z62uMeda;m1F?PXK}d#gh}Qgj?pT!K^sp?1^!&(NEG-vpNG)fce_12QXj58gB^# zPQ45|q_+*M9*$?R_m5c^&%ADtuV+D|LVl#@VZGY2s^?Lv-$E14V*!Ey{QS|2<3#QY zfFO`wN1yC?kp&P0W-s#K7yIdF1^F}>1*gT_v_+1WRX;AFvow{nmnD*y^>66wxUb~Z zZ;`LCx+~xe*8{)mBfY*wzN%i2I9>y1xPFTL3HTlJb&m7~(`*m8+O9a>ta0PQ<8QWR zZvbAv$B#FA@cqME=Iix=BmANcel-iff&a&^+3)9n{_Nts_Xa%#q5AHvd)=R}h4oyr zg#7bepBk_KdGr7F3RCI|K1=cYfxy?2gk1doj`D;*FK*xN3Pl1RNf#l%KgWF;^ZUia z>pw4cH>>Mj+&(1XETR!8GJ`{#?>_S1{RX^Gto!pL^gVp=FHcbw{kKQ|`RwdE@I**2 z9C#=v4)&jz$scVw9_h#bk+!Vv%183qr^HL=W%CPuY*u4qjd|Aq3Tey^DFgx_tMt$4>>><)wf?Ho!Uv z>{6*HpPQ=S${>pRQMxecDPQ`_psMUvTYe!Nf5$qY$0y|jjj6A?IbF(LWs4ux*Z5gx zec`dv?~S6#FuwAuEc=u4sA8EIBDjaRD$;k<%opeUf?FpxX+#+`yD7rUyyLx=l)_HfP&qg+Gk?>8G6ggePh+r zRDJP`arL=4;Zs=^&qu@zkNxNYI_<5tycDW0F&5<~E~^Wi3$-9=KGNi`($rN*o~%Rw zDUX%tyE-vITV9DVZoNGhj@)X?eD5g~)xmg+633!cT6fxV()u=j5|6;h(={=lcs#0P z;995~qe?!s7D!}|GL`;76#O_-`CNxug(-kSBHhmWrJg{}w>xcFQ4pMM5e&w5SLaHj z5zqgnHIV{NRt(N8U%}n_Z0L?RolwdLXv;EXD7nG}EqVr->~tKH5QlxYoN}ydq2PQo zRH{dnL$}&8RH4e~a}SrTMEdh0+u&Nfe!i_TLVu-xpp3cPt@2A__Ff}~X9k@Y@dxD@ z+XvT5K?xrOF^rplbK%=Gg0Iise)cEZ`X-6jtMu06VH$?M@$=_OTW!F(u-Ndq+{T;E zkHazQJuE16M}3+O3Jg{hC>YWGU*^r;^#iPf|GSh2eEW3P35EV_&h44e|9#A36e!mP z&V`pdK%dwjI_=-*!hR-9Y!JO<#MS?^Dg5)02A=CB1ZfE%o)@lP0dr4rgYQ zk7^$mP(B_mzp=&Z3PvJ5Na{tnd=?)`8hR|d1* z$In7O)Pt~nWvi3W5G#1Y8+bLoXeem|nZ80ZWEYh4p^xpuX>VE?%+!~}@LO2hD9_%a zB_t&xFCX&r5NP^w5Rq9nm$tbaz44a`RU_ne@#1qy4^9>$F!7M9=X}s+r-{3Cj#J6Y zK)>R>_BoLXxF85T5VeseiV~*v4i=(jlp#t@!@g`06wWFL)dH@UKRa>*+yebGH6m($ zcr>a$)dgg>&I>5EN2Og+hA;|~+T@lV;H;APZ(=Ga((`X+XTgNm0P z&8X;}e->!~C`&ZA`7m*|`RS)=^+xA+LdlOs1E2Hh*8lI?vghr&&^+Vk5lkrBYABuk z7$Odw3-u?S2E=z{QFUk0mcoYfNI+@dZnb5hks|Q%Z*3ViQU*QFH3qchRiRNRpe+FK^A@_n9HW97qUrZg6 zC&fb>U!%z81=_iu`b3J-CUYwFXj7X>B>EeMUVTx-g^vIT+~^@g{nm*Q*hzU9POh%! zW{>amQc0lU)};&T)QYTLadY^0ZH7%z6!uf7v6NAXjqm?|ePV8}Mds0z&i*Ckk(a|Y ze18NxW=wp77cE@KZsDoi11NfBKjS*1Iwcwsj*0UZ{|{2iAv+P3@S**{nlsfMzV7zW z_q2YKknuGvq_)rZXuIrur(SdWw$S%5Dmd6F(<6?PiF*j>r5UKlMR~Q$o)qbI`e@KK z>BBo-&_7c9z`D$sU)dw`?Ptt1Cmpv$o96d2Z6AI+Wvv~YPK(cG56^R0-oxcu*nX22{gd)|SaGK<6aGng^cYWGOXGNY{nnP1lyRiG0d2Ww z|98rxvYlV-ASC8$i4y*`66Oxmr>?kKW(fSPE&qvmXgci2Un(!$!+`dAiX9~rUa#H7 zJZ`n+>vi!!=un2(aTZI>yra4~PFc@!p6&If+QX``wmkEq82imf{4RIea#hXtqjKnf z)s_?Tq_jvk?twtJ+VWW=A<3S{*Xo65y=Sd2YWHuo<=5QjZBjt1?5gS}%;Ds&RTgeD zF)Ma4@Z$N7?LV!uA63y-KmTr(jXOnK2(SO$Dht2fasAyY+e*rH5Sf3q{8y{&?rF~A z&BYkY<(g>kb!iI83D7DFKWlqvda$W-GXAyhVwBWk`YZf;$n)=7+2;J(S*_li8&8MJ z={EaWZHGU#vYC$079DSEWvwi_Jstm{(}L{K+F7nnok-Tqfg0L07AI8syH;6w^R-iF zpjCGBnKM3~D?Z4TQQnoA(vh%&g?P>7A)X8QnZ?T}mrty2Us&B}+Fb?49Cs`MZP`ui z%x$RLT5!yT>&(^I62u$ju2|uYY~?0(<~~~PCeG@iA@3m?ygGAn4cFkVC-TgM@ zVdapP?g6Ac-U)bEXL@Rld5U{^SQoomM%f#Td1Rad!M59!huEsSE1)gYRd_nEdWW!j zJIH(Yp?F!n@CvfBbszKi*zN_yJp9(Y;;ejBUVGeX%VRzruiZ1F91?WglLUMKI<2CP zPob4h7SPFY<{OdeZQ0~qb!J_B=346I3*`7;wTu0HF3~LSHvqDU0{Pv>JShFXNd4$% z_1CcUBaiay0<>jHhX7tpqJICGihv(-{$pnWdw6~Y?E!F0kcWWHf_wmw@_?Kw&RFOl zfxK(*0+AGgPBQ!@5sg4e0r$qu=kT1)+XHdff`4U@ur&l>o;xAx20d60Ac7!)*xpr^ zJ;DR{wBz=V1cRw7L*!T_je>(2*epoKgGm)aaq&V-;Zh-()*<)3ylBrudB#K1OZlGR zhw`19GwFr`blN@7&|fK`_c}t;BSStaILHVF-&kosy%)|O?LgQOrlt@ohR>qh5g^It z!et!}Xvz6pVBejIuaq{<-dN zgX(6t9vR>rZjKlAmMzL%AzH*b$|y8yup-KcKRoa}x&jmx(&4148=cv_fpipP5!gF?yT_5^)I z`s0SFEYhOm&a7Q0qnVGaeYj5(o<2*sujmu3kbr5G0KjvZDA_be6R|E5u?doJ*pqM- zlb$LjA%K%`%H^(g6EUsg&Cyi6qqiWYo!wFt?XB%oG=1 z0mh&$!T62w6s`>?4#`k} zsGCC6q98Hgtn5)pJb|~%MOK(jW{Y=LmSVPbTUPFcb23_XHMM;zHFNrfdx>6lvydf_ z{ZK>6s)6QIpJso5oFm1W)54xBZJE=)VGe`k)NJJJ9tiY--3Ekm7cR_z?8i-c_5?Vu zp)I#GIS6AvR{$?>kv(6ijh5qH{t9*I1~eb9Jr5uhp|2+$2<0OwnXOvopWE1u!}49J zvy0gZkO>R#r2_xP^Q|fiFlf?mCf+|4b_d|jagYogjv^F&EmU96D{2TvRbfA42ws07 zEvWE?Qo$>wu-9<(463T4Fg;d;7;J`1XGV_Vql>^bP!J2D4FFAGgcX$x6su7bkfImW zQ5Ag>E>IYM%&i|Lm|gN5R-zbM`T?(0GA0@589Rj0ZXAU0qi3>BmYuGaDj=3&;gx6! z=PpCbMm_VCJ9CVE-~XC)0_X=VHsveOQrnmWd)xPpoled)6=gydqk0vdF>&7d?|nBN z{WmMJ&?>EzY;8Cy3luA5Oe?P=fr2qeEWkKEtxQCRU~zzFE8`bBQdZ7W7CYj1tfB8> zpt;nQiP=TDlu+r<(5;Llf~=}4U&gE$+tP7pHFY%|dfEU-%@AQyYfKUmw3@RW+QX6F z7ZW57=O~l%t(M(Pp4fDrnyg{EsFC-O|gw$r&hIiD8FV=QPr*PQBmvU5H z`^JAFs9R)DSQWN7*01w8hlZfmA$6tkE7ss}HsC5Z3|`ht>!kr$TMgd^3;kM@t0Xke z#v0GMFDZ3Jlx6DK=_H(KhrW$R(e*DeA}DA>2)i0+ry9RpG&)i@F)2r45Jh3-G||GE zo?}?7Up9piHe0bZf8k8zvupkq*(?+r`=0h4gP%R1^6uleyxC}yxeAsedZ%D#uhi8t zu--y~)(Ys)A+Tm+>sB3u@IXkbWGs>)QEQnlYxPRe8{4LZm?qQMRx-P`H<@ic9Ick{ zg*K0S?KH||uF9!~x+NZ6<_3Q4`W?ymaIE01Eg zys2qRU9LI`&J}g|I#TW0GwdqB%1pTiw(+!`0Sb@B(jV0rBwELInpSqclj>^F+ZassM5q3@!-6}!E&OIsC zT}v3vIWKzS+PclAdLH9<>)Ccz*mWP#Mi@_p12G70-8O#Z?m>xOM0*cp`!E#$J{m~h zFk8>kRbRVy4~c89HcLM)W;6^Ps1xhGg!L0I_D^K=oVNEoR|$Vg+(?|%PXW(Ocw`tx zc0F)~H@Mo_N3_&e;XOc{L@$P?L`1n zi!0k9C%XF2)T3@9j|e44Gvq;%L8CU?1U`eK-=B@T)%cnDkHwu0tHmYSUXKM}bOv#b z+bfJ~-f7FvFea#@rJTpcH?PJs?ZcA|$1SZ!{rtPKYP@r%2lB2bKH^Un<$Czss?Ac_ zhKV8FlPPPHb(kK2QhjDU*%USDu{O}I5&)>pQmn|0_OL!fmLNE$MVrdBuhsNew`58kTunE-7QJxwGyD;_5kv@j0v=r&Z#48Id`!!|7ztxsuE|qP#$$ zWDJ9K7AP4DxPD(s)br4Hp*?efhHKO+2?5y{3Aq3Xl>wP2kJxH|mOj9(n|LuoVIHUx zqZ`(cr6gln9;9%FkjV-U$n=Xbc)CM zl(*~-^o;em2-mKe>aMb#ui28U*ANp6V-q_Yt$SdtM&HcEep~gwS#Ql<#qL;57W2`i zUozl&@=0tdGH)XrYr$%I<79LFE9yq^w@q$q9_|1ftb#3z1_Ugp^|~1+2KucY;RR3E zRV=DaO2N(c9xs@f?%<76jM27`_co{g*7VIb&G^D%fUTO*PNMG)BxmPC$IkWk>~4>f zDgCae@UC0RwzBpR0@0XoT-6y#%o7v9Q{gzgvkQ-ZHjY)QJ#C809lSHMS0cBA{WFL) z8Jtdh@K|}DD^e08e}BUhv_AtBjQPJGX1O0|F$H(nebzg75pb|Ex{Ez~K>t;WNM~1S zef#}GPZneece7D}yFM{MTNZ;KiIX1x?h})BJeF`g`qL){KUO0>`K>K$IiBd;Y0LVv zNKD6v4=zT9?W>TvPZ2qfmc1S&mYmwn-f7FEX8@G;x3=t+aOP8YOQ*flmd``D&jC8E zt131F@+nH*yrR#k_0LBlbI0<(wPnYP%&!*)e`(7=omdg~r9(4P6kHOVFi#*h9skws zSrX_a=@n2X)(k+o9Zh@?uG;>qw*1v(YMvimnyW{WYs7K37|wq9|1kHK;Z1dm+HQfm zL#ekwp{_uIx=^>&-KnMS-lXpC?(XjH?oC~(ySwFtcfD)vy}m8yJO9qVnM@gDj`=6o zeD2)O&((*`+lMKh=goh-TZZ+CwLKqdox|Wecz06O7c%o$2;SXKETebLSkD@$*ckAb zGkHue|P!$z2(bRj>r%QBK#x?nR|^Q6h`#ZcbNKhyJ$3xLaDk@H)QStF6(TgW6+_W~ZxOQqeb=-AEn?Sd{8>pJTcLa6f4- z&7JA?M^H%Rs?VS64=3PO0d{9~w8n_}<>0yQKMGIf$qB35zBQ1|EZ2Q+{S;*nHOr{8 z!k=y-HnLc)^g>;2i2e{yjg0-BZPI&xx>zFfb41t7z1`t_jm6IB%(3R_@1C$cHRo^I zBYV?jz}1x}m)kQ6-5jme=ci9o9A%0lZEbEB5@?^RU+~Kbyk2z_KdnO`G!3s`cVEQd zOQzlw?L_%fY*ql5**;kC3EQ8Ku4s2ktovA2-bxTpP5q4HTqoK}s2-IZh3n25VkP{} zMQ>R6!x_#w_mi~Rh)`QNy66B!h(w5J7=5tl;Ow`haj~58;mV(I`NfgqOlGex!uL4Q zC;0O=-S;t=>pBOq@i(GvB-wYoBZN3FhS3HiF<+dIy?=pgE6wLcaz6g}at?~cOO3fiyPIfo^D02YJwWY|ZF@pEc>%3--D{&FHw!QsYyJggVFd?MC$nBVIjxm!2EFb98&^Id?VtJNla zDDAglPQb>D3Yx8kon)|N;*@DzuRNqiEl|z8Zk2m_$?;;w#iI4$+U3OAsN~+b^ME!< zzYGUU-m3R|RapQWqQ9gy+s8OBZcjpmq~9Y`2GgSveT`%59^TI7Dy^6VRr;EY#|4H(3QW2QD1req*lbu4$ z`H;!%BONGLJdG@B_#G!#I!MiQ{_*8TC-xT)+OOWY(64d)B+q3w!%1&<16hg5B1ip9 zU9y(<^9zu51X2CRKgn};3v6cx0HiZ?$S?*z(rKRQschM%6zYzGa zo=$A)Bx#!{7}o&7VRE~Zbgbrpr#HS?uKYV=#U5C1yTI_q&{N zx0euhCUZ`K9XY#<*430L!IqKK&QvM$59W|WlD!byL2T*9%S5JSSqZg9`5gN){_i=) z3N}7dmkN+PwXJ>OXyt70T|lb6KC3iZ7;49YDUpWd#+H*>#4 zaU3!Ec-t7>#_d@az}ijT=&W2?icqYJOUL_)NKvRD23lYlZ7NT8D_`)k62*Fp9$+Ch zdnO`Kokd}01fWyx&aKVU<|q^;rjxA{DyR{$+|WBRRO8gSu8i?9HrU%}97V)evL`dQ z3UN{2q*Q8v^?2E&6fI2&DK%!|n%k9#_w=yOM1?Oi>OMt5R*q{+FuRZT=!+)L4aQs~ z?>1O+EGhXkm0CZ-oBggXRDI-*tf`1$aC6w!5KIy|<8K9M~1 zJ%jxs$Fh%GP3x3(9ouW!M4RjJ7u5%k*CG8D0pJ2|#^-cjG-kZS1p z@_g~OMr}iMt-dcrGv5Jhvn~#Fo=SPP%@@|#m&owioO4M<`+?8gP?r`3~flg1?Q&o?EjA^z}N6=j2t;-UaPT`LIVdUPROO?SnRG5U(dPFFJ8Myacz`=eEhDHne8+ zQyX4v^q;RUsZr=Vywcn6E88)>Tguxx;MF?@Z`)rd|0LSv!D;Sjc*9L3^OInhv&ymK zU3M@L3ExNhPUEhhBmzIj*E>FtG<)8*Ab#fhVA|RLnUAiylhB)&oRfzln~pM@uX3op zES~SPIyzxD-!}<{cjacOesfSJuN%%xHe*rO+oiey*i13*D|C-pwrC1+3Lw zp;efCw&>gv0)m^IJda%^Xx#xs-TZpB$4T9t$^sI@-E}4c!tm@OdQ>u10!KvxGMnA+ zAp-L9-Ae~til%}}-_km6U#lbwsul~XH4CZ_3u-L&s6~5A)AjUJaLT^zVU`forSDV# z3F@m08JG$IK|+SXLPp6##-@VW--30Ah0Gwedc{H(k3yE{!d4{0*7U+Qhb<<}-Dc{- z_LuoKAYsQ~VW(ta=VD@<3uHoP*iP zVjuNH^P9zrhs8>U#S**u3m?UVmc%Mx#rE_=aff0@yrSjm;x$!bRUq;DVDW~x!UeF8 zdgAWM;w?+!t%pMf#p2EA5)T*Ro%9l2oWpHDhYst-J4_`kY{a{RB?gj*TjeDVwI%w7 zhfTdC1`j319wkboB)W#$k(7Yba;tL5TKVCFr5roC>}Ye96o55m?H+f;HVm~>V`at{J9R~y}FmOLCD^*;~Xjg~x- z;5dLto{>nMgZM7K@%j`GoD2`2(o5Zd#&)6s8+vH_>Qc3)Qn$lWPqvZ*mT-Le{1equ zFBn)Jm!w{Cjc*^0zR(!ohX){mrI9g4Y~`g8Yle_pq|rylBa+8z^2bmG#YQ30uSsRz zkP0I_NxzM0eWM|RXC`CKIq?=Sfo&&4R3bx6@g7qF4J%|Kq*>a(oPsQO>C<5xJk= zd%3>L3xgqf-BW^sqe4FN;w_NaXo#rKh**!j)RTOm07PyHl6@#I&7~kuDk8HiEXy!0 z4^~j75CxbijC`9`Zc$K2=u^p2=&PPqe^Su4>s6pY6Wp2>(39f;DC%?Ze1#YK_YLO-`$2O*e34MhBt8j7!NeWVTRj zR#bh~N~7B$MhUz;i{;6;o~2UgB|q0Co3>$BVi z_4QE>9#IY>oT)IJ4gAihg`pThs$z>i9<~LD1gOO1h(~eFt7@pkho~5CDp#B;$CY%1 z$Ec(%tJr1CmzU2cjqs(Cs%EA%!Tv@PGd!QEp_<91ntddb8=_hu*m{W$$(t6)Nl`7K zP)YmVUL@F4ysTRBq>%TtV2{370Z>!s5-s|!rT|f{4^eB-c+Cc=Y-mwyM#v~7<*!0m zKoC%?!BCfGP^;6B>)=`{&|j=RRFi;L?*^;$FRLBvse^pfhqhD(j!@gK7CV=hhMtz< zDV91%g!&LPreb6#NHv7GG-hB0@(hxL3OzF^8tUL>^x$RP5w+#zWjr#;J8@;Gm4ZfL zv+@dq=Ejo-MWu%4ocdBt#|Bt)w`Bec{EBS0@^6fv>miy)K579q{0A+XNW&{fq^o{M zntbr91#h*^HCBy%Iz2yYv6-q}w(wo)Ydt6^dgo}`#jM^T%s)J>9{Ff}zFgio)S@re zf|Jy?0cgD1?wZWeK+cuv(HKU|T}5tP>nK_1DbWt^(Z*_(4<^^X-(16d*2W1{N2L7y ziu)JdwcM75CT{5(r*}uLZObT6O4Sc?ICS8U-uqpLI4EbZB!skbHHR8O3ROe?z};H-F{U zWr>yMU0(Z+xz19m%c#&#!|Tnasljoqi;TO$m8;A1PHznT7Z;{pF@>HWH-t4;TR>6w zR9#P0NP=HzQy^7O;#!>7S5G{2Q{q{#rFc`=T>Ueneh98M?c<81CMVqweI-UId2>Dm z&8=>eEu~id#o^UWGZobtezjhG?P~xHL`(ebZ_Fe8vxhBhO@m*Q+s;qF^h&w(4GfHD zM5##(fT_xcp$79w+s4n^JdiC7MP+kEehWmP?e>5&CZF!igtcqCZ7A?@T3gt4XA)i? z6gu>+c4yIK1N6M(zNF{c3Up^QWR>i*zn=7v;%oa+LJi|qnr&i%$)kH=dpbB% zMrlIh;L^RhV57{~{&YO!o~+$W&Hd%1y;!0BYy;y0#py6#D`!d&{w_2k!*7MuAAx3|SZuIfdug<`A4vnKxb%*n{1#S0eEMLbiu)!MlgGXyu& zRK^MfH_MUdlUHd!Anz;-Voy=xYEkP>a|}+^v{x5KMo%XK#%fXU(8gM=@qWKX$}`b-{mNZT)Orxoril)jS$7u=e?3vxj5Dn#T08 z?bmU&^^yGr(CeIa^&(|v=_Ai6sqjVMvkfo4EeX)(ThE0J^X2oX6#?*4=*C)b$6UnE zf{*D^tj<S})Ijz4lt6 z@7fr8b%AMbUZ-mTy|$DxH$%GCl)Bj$+qJQT{|Jy<1ClN?rYx z)@PQEbx$~R7r}C$%HpJRbeXAikMr(6SaT!K?;b1Gd8+m{bk*5n+U{}Pxm=hErmibW zGcLY4EM$5><8~QRbSZxK5bNMlm3H;R!Lgz3)Vb~kuI&L6=+deH ze!_C;k#cN%Z&IQK0#RLbl>s^3K>dAoK532}Wh!}Xps_rhfilhRG|M3yszMM1-moF>vNSfpHLkd}KL9)J7ot+PCDq@69^ zs77nKZdZIrUzhq|7|Jr9t&om=c4`0XD`L94f( zIc{8UkPPeN?v~r2>sQXxoo>%%QCGtI*J;oaA2-!F=-t@PJ@oEQ2^xv$%4`9>TU~(S z|FyRSnwI8vh2C*c2DcH4N7&>*!@ARD$FPmRhws~fohg>)cK`SM+%9I-J7LoubD1uy z{m(b^k9#}avAu*H4BN}o`F!HmFb#$5L!aZK{?EPt-MMqHHOl+vxJ*WCEEj*)4z@b5 z`wYXm&AS?eZQM+HFxgD|HNh^fqp{+V1{%bI*`M5)NN)%79@qYH0F@)`%RhI1G6yZ& zn>=wNyWzKo&Hv9jx*hL66(j#yYxVya3<^y&|MNipZI)P2-@hK(fBTe9EgbLCprB{B zjQ=>%%|{RSNvh|f6CRwY6_=|{*q-tO(MmRBx4>gP|LA-P4Y8bes8(X{T13fiF#PM+CO9#Rs(J1bQJaCy>L?q zZcI$Lf%DnYBS5ksbQGf9oR>K#q3Z03-x89N1({-4>ljC~N>zBc8}!6xszbfd-b*&u zpTWx2=%gfl#V*7YSk>&%R2og=i^}@cpCVlb#6bgaP%Smt`{O=gai+QXsmG(JV*oAh z6MNzH)<0wxZBQtj;&iffg^`ew43k3MB+$@9KnZlth8*MYK{S`phwPWgJA?Wh+YbVu zqZoHMfXvJ<2Sjg{6|gGm|0T0vlkrRUJ9&YysM0Jrmms=_OG7RehkUsnME3$g zB_jMax%&$WZi-Z11bLZp@Xz&Kn4id(W;91Gc~aG5(M)$MT;tu0zx71>yIJ8vw0qfq>4^}ZD58BJ6v%l%%)r`@hIlg_ zDbB1Zh^j8OvdU2oM;_4bbo=+*0$O0S?OZy)gp_JvF@J>uQlb98WEM{Y39EVXKNl&g z{+3yAkW~1w75#5A3)!O7YK`A6@vRyf>ob5QRMzDvcO#-x`Nx?*z_A;hT4&&kI-SyI zhCSTwsZ=0kxcaZ9Q<$H~G^;ShpgFaVp)r0kUrxkeHo`oy*edE3(0_CIO(n9NOWC_e zQgF6aGbG?85(9Gt*GSxk30D^VIjmewgTxn0s)uGmXq99N{AL4^r={`}#l}R}=7-g= zF|A#;U^2nOc2XP#M13VnAN1z0YlGDEp3;IEC{z3^;Z< zsJ;L=C(|^Q&VW6Y%&P_o@uk?hljKsruM1C=zFBTkvUs{ujCgFm&>Gl2q5u+){fcpM zkm9;ojO(v9L4I2X9xc!f`FxLwnoZbwKX(K36SW^`C`T)mc2VRy?V$~IeeP*T zg!zfEgVSMtq7GEma1Wx7b8u*1i+2SNHQ#jyB03nvqN8HbBfd&URqF4=Yy794sEcUf z)R%QQ1Jj|u>)rh+Oiz@F4fPZ0{z!D@FCvloCa%AmlKm_|`v33~{hQ3 z_1%cMuU^~>5g)*+HCpr=w z8=Z6jK@lVjl!zPjPWl1P=Pn^=bz8qoeTB@ABTy*k|FSyvJbH*NWqmA+Qa(X89VlkE zEmtCNk;dMTu1LHto@viWMLv?plJ;gMQ>d3-BSuWpA+ft=1&4B!-bB=6eI{>oy43Ln zu2OQtuo|Vp2Rl+F*1iwe&WP^WkI@He4+YWfo(j2?UrgDl(8lw+af`(Di{7=c%T;LR zyxI2#>b(exigm^-1N;OEk#aCORaRGrgwRWb8Z8t;%jM$n1ZngV*rP2*y{i+qjOa-d z7pfR%>N62g4Y4>Dtp+#iM@WOXREij5x39}N_$c`XX=exd@Z$yrOSv@EVk3O<8alpj z5ZqP{m8j!oDtYYjHYZIVM&h;(R+ovrB`%wFWvOivq;!S`Erhm}Xv|4UhivdKJ z3NctZ{|Zn^Nw1Ct>3f>k6^%a`*wcQdIQ1h8#wl3A$ph7>`PZ1pWUJye-vSs-wI(5% zu2GFoj!yI)R!i5#K*_3UYvpWk8_<~FcIqjo1w_5ED2 zZaDvp^-fo-wK5*q9RE4&ZrD(=Dsgsr`$y9qbi^{WDtSj@hkfyG)N!;b^=5d7`{8cP z9kV(e39!pYd_V3lS)GYLvMa=~;2iH*oqb1QL{KM37n53@`!it=;Br4DyZ0?$7_cv! zbPvgwtSM9)*;j13pDqurDFy-#R2T1O>PKrz9Yzi`AMR({F>A~H0Earn4|DyJwUu!r zhXx!E^W*^UgFkK%fw`L04G z9j(wyPknbnfB)KJ=_Zvt>yT*f!!P?!!0}z@SH{19;|3@>+u&a^i~j-~JB(hWK0NO5 zV*O9RaZC4WG4 zF!s33mgWe1jlP%B_qZ$S<~WtMvRmNxxUX_@L)ZN7(lV@N4JhR@xcGdX5A#|ax%#Zc zJ>RtZwVe8C-L4b2UG+!cnJZk`_2PuT7n zEWj5#q)&URclSvr&n;a%&w+|}729QZ*R#;)TL+uR8~bG-2u2crXK@#mc5iWTM`pD_ z?RT%?eCu;YhI`Er*XVQ32Iweoa zThGsq)?W!czbSiB;Cm#k!E^h=E3SD-YNNz{@K$t(7ee-iIpyQl7}yEC=tRIKEIt}H z-aq18l>Y*b8-#r{`|TA)Y*=pHs0n=E6Zj0zqQsqg2~vBD_4|q=`$^QJ7$AEXvVs^y zoY|E9NLYMHlzlXuscD(N0tCY<$zdZ z>-ahM#QK1DvjI4_0qJvo4*4$Lb57aHfkae+jP-%`8+eRefk~Tz&d5R4bC$Kr{`K)e zD0M-FyFre*ZV&c>6>)))NCBOO=I!ypE%m`SGr@gGAsL3j1%AO({v4Us9FTnBNq@(| zxsc!2A>&k`#KNIFH^JNe!7~KTbI5=E@|(V)b5vm=bD^2DUe>JMX8mDS$bJCBup3r? zty`a$1wrcZ;ixL%h)&^c{$Yi69)Sd5n0scIhHh_FB9?O9jqAfKPko37`-JFEkURr&l}t$5>DwKC6%BlOG7C+&-2?M#-chVq!)#NAZFubtmd7Wfm7^q zY;65h3@t?4n2^LY!BB@V4$UvxJ1=_AFb*#u&MPnODxM9mKLj){XcJ&)sS+P(74N4Q z7q~|dd>1b)8lylM9eHOGp<)=|l;G3h1r_mz-bPrKd%xH-3>`=a$nZdC^T{`gLcL2= ztxuGnOPr2P@UBg$Mj;?+@Fi;q`+$;Yt(@4vmT-X-Pr#NuX^_;fVme4;Sl^JWH<3I} zXgbN362BKWtrWwl65VB(g5;MHJ{uVgy)_)$OVN@^*={h|O-S{Lj!{KP-BLbn zuyQr>h%CF;I~x;w)Fyp|vL%KPCEND%84Tt|s}{sM7uY)F`8O6MFBGKS7o-yv zX0jJL7UsJP<$h!?h;J+`UML(^LXP1rtb}PSREuhziz$K;T5eqar(8|E0=}sLdB^~D z=rj65IjmeQLAV(AALVLE`MAG}jf|728~8}k{*uyRxjs8y#FRvGtJp>9<1E>=GiRR|H+$a2)U6&AVXR$p~iOE%TC(^kqq)bKsj z2$|GKzcu2xr%)DWQXQ%>9V+}r_orM<*9G1yw)Ud3)-0(mhN#vWR<6cTp(k!c*OZR4=>uG#3p~PULkL}Cqj-UZS|iA%u|24QIHKB1Ez4o5QTQ{0 z0(R4YcvFo_Q+iX=WRZItar2Bzi|63$?t>gw!+xr}>PzSYXqel~vM4jOs=j%PS z&aa#fM@gO3pib+iPUo4{U3|rzFJ89(&nLv6YHSlpT9z zX$y>pdwEE@EtmS_IbPfJb{%&1IFmHWul4yq))YX|fWd*;3c)?x`8{v~{XUQNzmogo z)hmLEE0@H586fa7*n{2dgW2kXxuC)P z$B{LX(RI$zP4&@j(CBXR=zjC)y!so=iQ$w-KPGR4OZBm9(AaJA*nRWZpk;}{(2 z_)D&Fc#UyH@HleHIBLr{`tmsD(>Qj?n1r;U=Mtl`b{|2?1X0Tb$@0Xzr-=`wlOMSz z$u%Z{Bq|xn@>uQgSlYP~;giY5>AeSh_)v|kg@%+LDN|a`Q;F#)aHmteq!2zX2tU|P z01OeqfC!~PBs3sO;}GemDRI(i0N1p92t*M)Eu1o~$^cPcp8okXt&IVf>jwv)j{oY# zAVW#7G@Lrh!Ema?ls88p%Sa`&%B;;(APZnj7XZ=0m~q3HlUknD7~pC zlFq3f&4rE3d4ug_unDEH2c6I0jLmY*V3|*gtG!tagZ$Kaz$|;qRE|bgUo)cI%(wPFdLiEbc5XyK1Z^!y35{C~!*{$3j+{cUR%wtwBjWK_hFlt?MBeznd9;Gmb8QIbO!V+~^1V7XE;c zVY+mFG?_t!{)^k9x*pTTtl zi%kC1bYCQxEeSloJcwT^`KChhVA6cu={TS+b-S5+cV2UM(RFwE-Mqi%A;9u5{b_ez znWYpHL1G+!h*6wNQ@8wh*G2MZO7bM~ohSJDsEzS3ZS=(a_@Ex+utRdKn-M#X6oI`| zcHm)y;27!cyCvG1mj35q`;C3s4+sYUCA)wt(~EIFz{36SUIv z7bhnzn5VBXFPfnmr(Gef@Rsnbp}*M}5e!;>>k94kukSCbN)hpB4WXY*xSojdL`0aM z=uuyMJw9I;J^vzg#e{jK3`RhBukbSB^f2W@cojaMeDICdF>}cA3(GUY)hiMnIN7zc z4<}oaJU3OECw9+C);r+9?%n~v@6-MqpY!;ytFlh_p2G8`SfO($>TNv>&$%Z z_6B?{`{`1H2Tnp8yY%^tEaKAE?MC9{&bc&&di5qH^?vC6J=55ukH-BPVBZt*vM=+& z<=0Y3(NiZ>>oK`35ODIORroj|_1uK{v~%((SN7ccwBOXYtG=>p&Gc;V_PC0*R~YhK z%lRVFw80*>|O zCt<+x7yZ#}m8oq&GGi3>!u-^ZR5~vXCWR_wS02qHb$VZ+SQ*D) zYhij{vFulwC$1VEib|E{MD9@`&6JQo(eID)tZ}*;O|}<|(M_`-HQO*>ARQmnS+0b> zPh&Lr8#r#umi-Gj{w~M2FmJ;r79|))$?$bwzSdYK@3=AcYIeG;rZ-k&+74<)p0I+5 zH{4Wb;o*0L`ks5P{A{BgN~?v*X%+oxqU)Q{o8`ZO=VHDT$DO1+FFdZsQQh-Tiv(eH4O9nlSBA&4__JTJU2u7-i>fh^#zWb_5)hy zOyx#{OHYy6KZc-h_|u0P>WuM}y@dhCXx}fT1#oJhOmGDToOBXj$N(l1Rn)jcvK6*+ z%ng7WPv%ict{mnO>7XW@u8(&D?o!-YmNjn#bz|%lVZib9482_Uw_**oDBDS`q5bJu zSq73Ad9pCDoQibN$izIn)QFsd;;WV`Rnw|zdo}aBc%4B%0K+{SxEjb^@llT;Bn? zUukzLWCs1XH_VPwbT-OO`U4zi#X1`o7S%%Ujf<;hoMFK6_5DG1!Y#64<tW_ukj*GZUt_=|A3oT2Qk><<79ytvwwqCNc(R+*jRV^+nAAPlFWJn3VZiatlf#-9 zzN_PU5X-aUW|Wev({_@>v(s)?oU8MGQQfoiVb!dw%W>1qv&-o}fMXUY=yFQQ4Sc=m z0Q+|_9oZ|_`-3{D>*K}jY7YDL4b%+|QQG}gvnB?`g4ZEqDB;K=tjSK5cw>4WHI9Unojv@dh^FAOtBev)lz zKaR~`Sm0a!4~R1U{Ny^XLmUOjDP;o0^>lDjZUv}?WCG=~b#O}@1?dfBg48y3@LO&L zKl{oA>yqmdjyMW^%asW+(bFYfz7=Bal?k=U)+If16z1HPfxY6;egAYT%!?=+?nSOg zhT$Y4Kq(s$q^I|Z^iD)XNH#JmTaSXlNmOE`!kcwdfRgJ@R2l{xXOZjE07TpHQe|U` z^z`X8?gpm_v16-Xz_FQ=xO%QEx!pJgBlu2S8&NL4i`?K#h?9gKrCh?0o&j^porIx~ zT;f!=!S@m;fGN~KE@^SofTiUQVCgHDyg?3R8-W4GxpFB7dO(h47;xMxmwJ&6uxv0O@_Y!bqhBECO8AlQ!`hhRg!35+0T!AwS6Vuo-PjTr>_1l$sW| z%pF=DG){e$nl~scoJL$UFLRYz4)iTtmLD{4dzD(t4mLqYE?SSy^;S`M8yJe6_>nt`Pk>7zEXuyQBPJ4^9o@n7gbdOuwV3==hIJ`z5=KA<-||#OObl$2mLCmR`&344 za&1zMKtRqNm9ag&qUf7PATN@0ohzPg1_pR{Qj=f;uEg37|H<%w0gihEbVb3&@<=Sx zMFw_78c+L^Y(#$n#}sowwLGPnhHbkt@RP~-F}rssqJ0ISnx0@;_*}0+ZARR(sUh@k zej?YtrUZQSPKx;7fnyfc8Vz$>j(NzQfkWchvbp1{n0DMyhn5BjLzk&Ht9RQhVK>Vs z3a!Lz;ii}H?J9)-gNfpz68NUgifDKLIm#{mCv#1#vTsL1xo# zDi1utW!_r300h)wL{!xpi&YFnJl6K_=G!~tS>k{7w*2YaPJ0^YcqNeT$PcA(asleB zu1EOMYbCbG-!S2nQ5K#%PR@{FK`=4mn?%p3r^(+cJeUFhHZh_9*j@9|c2a^+HBEQ2+BDK!?9|bpNdWsy3)odLBLm{)!wg=Nq)J%@DS|zC_%tziA_y7gY-L$ z_bDG10>#-$;;ug|NQy&GKAKpwN7tzQ}KsO}P+xl75V!XidgQCN1Ijd-Jfw?q8OFGXrPFdbdVH+@{@sS^oRi7h}`z|5wYu=0t2F%;<}n zV)|HHGasmD*B8^%@@qKObTyFTYY%hP4*da=11n=e=K7{{l0OR)Gq2dB-D|oO zM0Jd$3OJ&z1hO`Pvf?8pKNiJr{xUIjU81B*Vy)x_sC?W>8qt;a)8SkS4h%-)qt8tXLbj^57QW^6X@ez?PRk(Kb~ID{c{A0?lwt8d48ku`yQzp12FPoe%%&vO31f>FzwZ5QD0H5upic83U{>DgH# zG&48#c5jciu>$WUlwhsv`*#L!q3AV4L1iKjQv>ogub`C~p%T15#VsVVdz5+Xq^V|h^Ta1aS|l0ETZKz5~KUd>L+vsWIhrj{eKKb z|9@lougNBRQ^>>!G0C8^qUNWf#q&27%-o396!~0;7b1I^MO(3J&l>n9qBKYNokpGz zAP_gU)+bxj%1BHbRaPb!!v5_kP|$)_E_$;%m;8=K+Rynz20Nk|3q_$quvld3WKe-v zj)CmR*XjJ&o`TOF#sbrs(F`>H0baLhFdQ zr4JNI2>mPumC<9kxKwdlCJY8&0;sOA>7?$4v@xsV`y{r%CfyC2pP%bMlJ$tQV8Q6m z$S+Ag=zj&H{mIOpm%)Drqu+e)=>I(!y`KmVtRM!+h%E2Iy!P*{FjMIpTlSWCiB<{qD{^Jv0~Ev&+N|Bs2OM&s(GC+DPcm`y{? zv1O?Pc*T$4kLBM17`MC+7Uu|`)3mN@)7Y~56O8g)HEn1ZIYVEsiXPvz$#I@~!%R%S z%x}9sF`Qwmf)=rU-}<|O&(pD5TItGKs`!a6uqHuW#L%0upyw+lKdu^4i#vama9=dJ zmI1caJI5x?>vpW?s@X|q$gHbmuf_R-orU>K+tW>FnCq#L8_0)@?Pdt*`X+hRZdaV= zdi6ag^hzIiFHDv8bHR=E#06@8;sGO#j5L#q+Ru!_cKn7F{{ctD90{iQkN2Rw zwbAt;8I7buhF1x=_Ha>jZ)EYLQSzj6^rFXiC!PEJ+3^FJh{waMYq+160IMx~y;lR3 z$E~mz7mK&xt@jrPZ#RC_v>7kNb1w;2s~^Zd>W&t&tUf4t-g|LAk~`iSj=m&)1d9IN z2~@rd!oI0MUqe>EtUO=SxvwVqq&&!PGTq@NPyGVc{M_fvy{J)P#oGa=et94KZ0G#t zpnk8NSQ+IBeCJp^`t1Yyw*3?REwtuXvOfnTUz?b)1j6#rT*tut_`t%yOiZP>f#rsQ z@vK3m_LeXc6D$&KtPg4?unc$fqsIxD^YFp#cU7wo=-;)lM-ImM6g*o28_C~G+24;k zL{d8>M;djYK7G`IrMYl#guo=kh$*rN zwgrqb^9>M*Q{kxG&P$Q-2(fvI%scZmMBC0qv(Yed+>vn6gee%s7!vT4 zd3;Zdin+m$DMa$qyou4C_fZ!8B7hPTQ|~Qz2ZBleKQ;s-UPdR@#w1L{JUhlY&PV?G z;$|@5Wmw>3yyxP{7SDPc>!-r#8bIit5FN4?FQF2Tna{`QZy4o77$X`JPZ;g2!V5|; zN;4wNFpA6C^QYNmrzc22iAs#ANL+SEC~0sHr%B?BjSs4ew~R|tQc28B2&-xcV?|2l zqfUMyn%pe<+oqTJd}oNk%rJ^4i2mw5^(D` z6Q2s%g%3hbb-WAOQ2D$?NZ2hBR85_xPMwM+=Nd{GxXqdlE8IrB54ya% zo;6dPCc{9oWpAzpd^-}VjS^%FM07*ddPN;v2so@e(nleE+KM`dZH~GY8Z}a zgk@op0ejw6X0AzZZjwWuSVEpBRUW9(!EP|jb0NzcO6%$(#$h;U=t`^S-so%|m=SXC z2Fp!RKk`O7<4Y9!1Sb~2-R36;GN#euXQ=vSJEs_aVeN4!{G5$KkcwhtB#5`lpe%xa3fQ8BrF3%LWT zCB%gZBZ0il#>vQ4g;vO=zYB}T3S*Xu@^RSm_X|B_UL~o_lpYh62;Y@l+-K#|axBso zoER6tLek8-0u;GYO1APQrE)|x7@<(c-Cut2qh#;C9OugXA!nljYNeV9WYEz2J{i@C5y zz_E%?oKf2aPkAWbnAq*-Vy)$QtrTVLUTu~md!3JJov%Qy>qDKBP=$+0g$hT#r+C@n z0+;54r*DxfW>LLPUyZ$*dPI_2lz4+Supy2(B4H8aPgj>r=aBl)Kuy^Ak+rcyrBTuB=YYFQllczptsdDYVJXPd_;t~0QOfV8mJJi{6_-}C{^r2FX3oae zVDVx^ffir;7P6?8#G=+qn43JY8jBTop#V@dyp44@u{XbyQ2%?}Iz=3Ol~B zby1Tv|7dPvLeKni*u<`G_Wh8FjNb4QIv%}R?bnA)07)7@y0hsJ7XxP#&#=AdL6wYp z$I)U}igUF#Nv}?`y$UEm+NIYpx!0K9RIZpy!L;WdITxq7r`@D&VWG%MBF;vlFL|y< z=*h|V zy1CIMd0_cEM;8{1s#p7;l4YY;`?&P56Lpg`*E4etgrFD3k;In_Thtaa#RPXZm?kte zTeN_fQqT?4nkh2Wn~*q%?ShBuNIc3-^PUfeuM~$Tnkzf#6K4*6T$4xUBZk#wI(rvK zW*kd@`dUVe9vpx($SgDo!wR zL1><)yhtGN><})}u`1mu$6Sbf#?*!Qw7}t%G)7|eke`owzaM&!=Cbww!`xj*MZLd$ zqX!8=X#tf~K|oSelF$#5l3vtg{~e zm>GtdAzTafx<2pMJCI-!oH`*LnyiarY{=%IF)%qA+iRORwf15vwz|{#cFOg(+!(dk z)-mCm$*3jjm^ESGy8V04n^JmksSiP#OH8+4;#UvTsUeDqD*G9m@6YRgdHh!X5k&2EWAgQk-TUZk4N4inCe zf@T30s@3T~mH##;$THjfav}t+8ZxjulT7n`h;42kQ2qyO7TFd~R2R;i7B1KpRvQ*> z_9)lq@;4h=fF=O5BZ$4zA`)#d9GWB06o95i3BA>ZO=^2u7`RJAc9gh;*SI9)I(vD$ z^onR1K$jM77s;HL6R?)N>6b!OmU`DAF9w%Bu&-pO&XGE=Fea@q2d_}fudq8~QV!Bk z2lvnhTknBZ0BfoLIhX}ljNYwE5J5QD*JP5OB@pKGp{=l`uByzhnRKm+qpfQatpUV; zo)cyi_Nx2G)!Kx$6v7oXqK$9Cz<=A<0pj0QY}r6f$mkABg$DQv*D5}5coJ=VPTKH= zCT;r9&pD_G%HrxE(G-9N#@y95qxRRd8aLw_w-U_2aH+yhNpDPO`^}t}l%2P-gI8nc zxANz=VM04_v#aCcEmdF`h`keE9Y3Q;GZQudBUk`@;>}!@>JQh5I{=bK`gW zqh@0{a zm(x|k6AAhg1+^1?7k0LzUn1yCpU_YB)W1oop90Fie(_4Q)t zb=sS2tDdPIxorfs%WCsWkAC0}+IxwK z#~1UhSh~W zy3oU7bW1vwI72MsVKJ&$VFoNl?A60Av4GN!>PbxRCV^ma6Cu0NN;ZT)Ofl?cPLX8 zYy;hfsj)s-p97zpFSdB0ldC~4zOME}(&^7bE-g1lGQ_jg2rqPfssM@U-;2@9DTkxN zza*yDLs@{tvU5C9C&h z%sW<=Vl2mw&&1iTdELc1_TWDaGZVru0*g^usMQD`s_u!TAiDJ@DPf$%@=;;BjtD8x z7pHP*@s|h;5?ewz~ezrzW1p5}?xs9m}a$PFTyUIjot0xDnV$r&%Ar zJsZ^gkuj#A3l*)LVMAxa8I=(#m{c;%!eLN0#b2vbmT5wem-^b$@Oj+wi|WLO_dhvd zFngBQe)ToP#7I&*9#4E%cYctVfW>GY#UmKp+0U`2a!cAT%`Ox@6N9D)FuG_eAZBB- z&$Ue%I>)uenD!NPWQAyFmMxwJbH9@RQ7tt|k`nWLo$7JrrCx&Na{Wo=KatUGC!_c)_Bx?iPKdfmpPbO)`J&l-!>+Zj~hx^eJ(atY3EMH1I*@5J87I9!PB}N2}T|IRVOx(WZZa@k-rwB^QNOB z9IDe3(R3%L>GA@thFx|(^){9TO^sKOiu1~AAa>ylNKE&O(T~E;S{u<`?89d(fgDO( zIaP$$yGKLQ*K;lBiO{=S@o!rs8nCFqV${aWiN}HX25&m+azxw?-SZVpTSil;riD^% zT@1833(94J`reI%R1+Cw+Zz1o^%q(XcePd+Z%Dtfn@HN?LYzF$_?(12LH#0>)s_Q8 zi^f-_OancSoZGt`#p_`)%Gjuw^BzUoQ65Ie;5`AmxsRgN0w&+1j`ivU4> zVl+$>qnqj1A=Maf*?%uaEfL#rKWhSc?orNGjSjc|_vR|Q%kT{bg71UfgM5{Bx_e`q z_|IsA1hA7i)o>7c`84?r;NWJvCuu>mk`If~tVcZW1T{^xF$5dB&$_6d1bO@D5Wim2 z7eN+#A2!asvP^c#rGYpW_ye*4v&4rH153v*0ONseB==GJVKKVSrE%ek2MuzI6tH;x ztRB9PQ|l-Hat? z?f%wyi=tMcJJULi0KwE?>1q<=%|z+_VwBBirgiy4v|h(MQ<5{q5q6vMnh6?15wP+? zp=@d4TR>t8_&9AQS5}B`tY_S#P?=OxVwzZJm4@Hw=zdatzZh)^Q(6Bu36zEGT1ry2 zA7e>o8>=1|g5qZ#?d2PfGY({$@u}O$L@TdM%}jQ(x=#w}n@vsVDxU<-pDTep3tPz* zKYf2IIw{}!EVGzvAD`{$>PuU1;tR7G7L7+9F`>x(?=4*78xTG+M3@-21}dp&zUZ2+ zdv2rQ!X!F>G>TFCSneR$iCQZ+<3+M!YnI~nJ8e?(*osfkd9d?k9prE_%8i4p#5IpV z>(y~s7yh#kLOgh74wte$+GJ(2u_|2n0*bwB4K%Jrtjk|m!g}j&EutDGb-z2kY;C5p zOuj`Ku9FlR_8>cX9VcVJORh8$pm%a`cVi$p#xNZ8kHkbl*;r#m;U+tQ2)OGFMeQ$oOc4+w+(B_?O zz0m=QN#AkBIQYBGOQNIjg{l=A7rTD_`CZd2#|^$hyI~)-leC4%dHOb(u`%!Cq;u9S zRjB=Rm)c^UKHHkEivwgs?Y#P@(;gJCvTg+0l2o-V44vA)dQE&T_e}K!aW! zK<=(LT%e}G&>IIPC_d*S>gGVWW*8I>I2Ax*;yhAdL<;0YPT+i!&-t{T6Q!RM6~c+O z%lXt36<(ARNXH&oaz0~i89?H~a%99d;d<`a@gsJTg4Tc*Fpnp+yDaDy z=_unKZM-O)U#R)y9XsNl@_q8WmzaveJKmQA5))r$8z0Rop9Ttl@^OdkNtGNnzm6!s zElKBV89-v{grnxa_24(k?{wGhBrNAQh49|baNg~5MCk%t4m*PGk}?4g6f8IF77rCcZ{8oCqRrlb z#B>wvgVO9*F9;2kVRM&hor38Oyy^DJ@4kT(3Zw2B#pt=%5e!!mvghqN(FPahb$%ahdaukl zZ`DbCQMpKyOj}KULlc3h28!q;iD-K{Uzn)$@#k`DscgCPB&rx20(T@YIW zDC-0St%eg@Zs%U|tXUQnBlR5Elos27=U%s}+ejEB3KZK*6Whh^TOn=T-4(+wA9Ozv zJCYgLTdg``6^DZ#!r~P_Tje;-uRRMK>Sy6gPwyqA7N3j|zwKv6WCUTfi#vhEVLMpU z>jhv;t6)JAHQIfBhvJjA;-}IQ$T;i$knmmbydI{HO zlGxVF*ZnMy`GU|Ro3MjMAP$mA;ga}~YOIOa-RKX9m)x9GVI)yat zhdT9TP9b=2dNyAnB%?3Ty2*#IDwIv}snb*dpJG%-VA$qYjrH7&_nu+^g3`}hlvKjLpCF}vMx_kX*$h<0AJ>XmZ^y=Y8sH5&j1y=46K5?3 zW@R%J3$2whQNi*cIdm^2-!|FO$f*)luq1S7Bfd;<2YPgrhKw zIwyXrFvg}j?lpGJt2`MgGm10X;xv~Mq&mYlJyI}d)1V4rlb@SY{ko?LUD%UbM4j)+ zP+hK=T4Gasr8-h;Ex95)4>6r%_fiuEscqwo=vc#4-_8~^sB!SknnWreIF0U21b5+# z9T7@kF$}wd)F~#E8yQe{tkvZc)vpL;uN&0G2h?vnWbXDBgl^SgY-C`G7I|qj;K*d) z#TE~o)DR~p5S$m8gEWwnhQ}K;Q0Au@Bh}FOho8)|KEBhC%Fw_(lft51qGnTP(XR70whl{DDjSLdcQ#H%v1R-*)p|W5bfmh?TIG6SbweR!i3ZE=_Jz1hhXs!W-Az~ z8lSzjPaL(GD;MA31~D~iAC+sfi%D?YX~UxGa7~JnnpLyW>g-xnKWTlk zUDv-s&*byU&@>nev~CtGX-KruL#=OVCTb<7->#x>LnNwfHvXMf?0b@aUB13Uu!!TJ zetDq&)Y`@*MBf!r#Er-xzg^!YO4@@q{BI)TuTH)f@N)mpI{Dye?mPJu3`u!m(WEFD zHGVC6ynV;@+CZo*b0D7aKRWqj^m~2^hU2lep7?saV~R#%bbr+%neiV)M*LB(e8`It zS{daK)4@zn-2V2ObeM@O{DH8!zN(^yrh6izUbaY~3LBGH=H_e4QWOYvdf@V#oBJcr zkH+);HDwz^DLmwkkkFIaKws34dMe@X9syN)tJE4*xte1riUIQjbyWuo%^pt$K&+{_ znRyN$_K+*U6ic4iat5y@(ABb+ya{YJmwaA%Q!M+E zMj0&s>Ezq|>9N#6u@d-c(tw0tU?wZp<;&UT$`4Mg$k*J=Htn;f&N%Ndf1th-8V(V6 zkA4}!b>GRCwX~YfB|{mZZQx6z~7qKTxJmAT5vJ_#4xJ`h_@Q+AmVaxVP)!>f9&Wy$~+{#X$ zMcR)0hGuP)lV7==%a_**?b@;`X*Aj?s9w+ADXc%+-YIHEq}nZR|C`9@|GcwXHhka7 z_ZN|ow^s?V+4-M{j7j5zhKu#QgT|Zx@gx|wyvb3=3;q0~PN0+T2p}@3e|3{aoBZmb z$U@n}r>xrj=5PM~^+zu1CX+H=`XN#20d`&b7egzZDj37Fx?Cp%eNR-!Mo_Ozwj|A6 zTTX`2K~AIGlFA?qN>1Y-iAhvD(~#*;Bm;#Ls`|V(+^j{n6+BEV10mo?m~0h_KSt(K zC+Xv%6BT3j=sMqFVByuyxy-0kL+3>CgGR=^<4sLM{iRLq;JoG4YPgxw+>h4;s%Wb0 zf_=&_r{6!_mtUo^qm=^x5DBK<$<+p7&gHi`Gx7<>VKYN=j!CQd%E1w5dl-at*EL$t zi80qq;C|S{*{MfZE{&?!*etfu1v82@L3OO(f|#1>Gw8n)OCGm#6iF^C+L^NZK&sLm zXTA)$IJcO;a^)N(X;BrJmamHnA#*e}N;oBZ)O7F~&CStaaeBO~=G3V`?+Q$uK~c>z zsA*w8PNH(e$oRRnrqF4|GG$RPyA?+b!;@+>eom{aIhW1TSTkTA{K&S3$Y@yMYntX` z=muf~fxWqJWgjut(OKIR!;znpre=s9LI-6og@+taf>-tb50UYI%t zRE(g_z&P#^f2EV3pwxDp&%GnT_9tnt8XmnRRT>hHIZ3Ag z$?BbmlRE`ug4XPrxB-+yP;L3M|i9j@3hdi zBNwRWn{2$2&5}nlQF<(*P>Xj~ECkBeTIrqcOnO%861l5$Y^2zwb(ZOxn6JV@H8}Lf zri_b_#<0auY1jz2f=zbMs9|Qd8`^r7Rhmfi#dv38YW{Oo?F5;*KAuv?qc7Fd1ZG(N z_|q$Irs8^aY1I;`N@Q5&K_jO$COHnOhI;3f?tA-Rnx3j<$=PVA_5+*KfMo;9XdHRYV)vH>i?Gk9J3n~Cc{21b z;r0o3WET{*ecsi^gS9K;rY(K{gIWof>ay{+Bj0K%PRASbvWHfy^lPGH36*v%pOP7E zbdzKMd-3o6I<%RwIe~iqc1+L#3Z;)qdG*CaZI`^?5UCOm9Q#;(Dh66o-y}<~>*wt= zX_^zA_&#Y+K&8SPlJwq<*g)A7I0zdNWh>9n^fT;bwjT=!KG7sE*bo-zA51xu$dWcT zT0ml+c&*H!ui2m@c^x_Ka`&k~)^w+Kc@_vpTT|->fi<39N4BFKlsM%;pp(8LfVA!7d~cAY zVBe37O}eyxE#2|5BOS?dyBnhQu87Ietnk=19Fjka`k~W- zRwzk2aGm#Y@CbR-ak{qtmRJ+%c$!*I4iCzf%mSzkR&)jEho7IQ{L&nkbh@R(0->dG zXlfcb!$@-i8=c#Acm%JelB4W=JrAsF5Zl8a1JBxZoe#|kpOZaK3YX)!dGqYxeLWTX z$3T~x*Cce8+)|CdJnHLP34Yi$8#Erf+^}w5Q(TQ4l$;>0)Nh@;Urj8OoE8?5>}qp# z%{&!7Eq@%a2Y0*;DKb89G$%RqXzE*_~+< z^9!SANu`IB?zenBPYW4O(M@_WUs~=9&zG29GTHQUjM$vEUd>@%DhBjwg0w(0A2z19 z4h21!+;!oLs}Y5>z99d`xik5h_vn=KF1Zg)hOrfeyP&U(Fr%@9f|HZ2%==7lSR_}o z7ryE`-pkxJ{!qbZfiGyaFMOY3`bF5jkFxbc2=|*`_Kkail`u^ce&L6R>7RZ<2OI{w z4fCH}_RG!2%#Wc-yYNTF2q?Fu0}g|oh6PM6``0R9)?Wl1VFkV}@oJ5sXtxdA3k&Sc z_OO&!+nEe}!RQ-{5Ok&Yee{C9KPG6SGzg+VJAVl?J`OHXwg zeCR8MR}oCeAhl=v<09q<(8<^T=y@++5cEX|aP;d74uWI~JW_1PlbR5enGp2h5R8|h zKqnu7W8m6_0u6k?(Jg|RP@>CFEI-LNOkt#oVPtk;6tQ7ICm;1p80}@)`oDa8~iqZlb? z7pV{%sZD~8$j zL^r=o;8BceS4`-%OX!%1@2yGbpGg?JO!#sc-^!FY-lMGJmoOch2t>jOkrU@H6Bl15 zEko_%M->y-?UHmWG$D40kebBZnWR~!q+d+QCyL2uIpJ%5Nmn(=Um~BV6esOnCLJ=R zblW8(+NU7Jr96&HzL`n6dY1zK(8;HtlY(oX`XVm1rY8k$Hgz016&vs8>nA_o2#4a? z|D=ffNtqi-u$@W^pa+USKQO0#vJa)QPh*TrW8Mym%mJ{{=f zW0_6km`&#pO6SAN;Cqtcm6I-KpP_J-5Y2^ySPcKz0zNW?2&W@mOeqs8m?2G>VdS5v zIGbs9l^GNZ(?^ehEem7CoT(R=#rXum7$7ow6D=Ny3kRI3v)nS=fA; z_INoyIO#3`k-;3}8J81Ro5Nt3tx=o32{bst651F^hEV2YE6Ewy=Kw?oUr$akUS8>T zdYO|D!|3-}EGten}r$*tVH?c7%X&@!d`PRhI_VWgDYyqa40YNOmnyn8{c`SoTXH^T%yDHv5MwB{?AiYwg43j@yy~HcH>n(a>obw1=j0Vm`bSTd8FMO(8GI>=DROyLO zmJkF;V;h&e0_WlZM25ppOmInPT=DC=Qm9fX?RDw7T`5I;7G+=QXQ)W(`}i_uswAL| zPwcAX3w}9wZ5eP9tbeAA{W^^kznp=pyvMLy0>9#iU%Aju8fd3np)XUau0lm58l(}T zVf;yprBX+^QqQ5%AimP5uF?ctX?A^2WEkOB0u6jN4pp}CRrYmNjsTHyUFC{j?aor| zsa);NQVmK8i{fVt1Xl-NSBK!&gaJf`a!r&&O-ww{z*hq_@Byd4Qt)ekvec&E6B)JP z${6H^h6=;A!0E4I{JK(>x^m^ZN{71Y_`2Gre0^CT z{9_-4lZ*Oc{D%8ZKII00$e50An5_f)`6v)yBCbK7;jbMxc&yh?UijEqH?mdhZW{+p zA;BEtH~nI1IuU8YmuVCcbomRH`CO(ulp1@{(>Sn|IPF>L!V}fRLNYhv9E>o2@c>)Ac zSj5MQ$bR51@qT!Dltx+BZqL9l`Gk&>(+&-&Nvpr8A!U85Hfyu>ZnI^6Q)GX0xM)vo zATYY^3Egc=M(GVTX@Pa^(uk{miP9kk!Ins9@dAhpM@b(@x669RkA&{31odRc9(qU* zLVq6=zqdKCt#!B0!lb{ezE9qwtI(}WhyYQuuU9Gop+se%gtf1xUTcQh3S6(K#oF5~ z+SQTYzk)Kj#@g8?+P~P}Z&x2naMOkO4q=jY$TM&t(4_AiIH6=5RCw6B4iFir?Mu{y zur$M~j>DVv{TZS|0Fi;KJEW99q~$$?Ina${I{dt#ZL7ZRWx)tsVly%7Xm9@@n(F8Y z%1AZ!h(7-apw%Oow!aSQAw(Vf2sQ1bC+uf1?RsiD%Bng*k*H3MI!@WpJ$x~MoH)i1 zI3AZj&f7npR6ocvHzt)>2I6EC7_QESLG z7^9Ans)h-%PJC-9AiQZoPnpnkg;5%qP!R2F#vNBn9Ku2EG2H9?5;P{DI@yyyjp#VN zoiJ<;3j4}76)}*bgnF+eSPx*w3}9|r}mKE%sx-V}@5^x>}>|` z%@yn~4D2rvPK596{YuJMM4L=Y+F4`Yw~pSQOxnJo-5o&uG77lUw%l0r@() ztiQp=<=i&;+`j3dlP|fUnEl+H?!@W#+}q{iWV+V(cPHNup9qW#4~|P^aYi49%b4WL zxTZ_jc=iP7WeV}t&xcOFXu6LbVwbt}+PQG&W>q?jF(&VeWrt6iowz_RlA%`%T4znrJE-j~6beoL{?8@wE)+^X@o)uPh|Ao6=;4j` zzq|9#2mjaWiP8Ie{HN|ObssJxA1?3T|MS-Mjr-5dKi3>WjTe7z|2Nkv*=K*<``z2< zuUkXjMk!e;$GU&m-=iX8!u`Z|Sd>P{;k}bJ6kt*RLSN>c4!U|2*NZ zTg?CE+xssMfkGE3|Nhkf?N3vA97_K1gR^^hwSQmUzZ$Xh-%tPh#f``R+Z+;EBzc^{$XhT?0H%JV@T%5KbfN3wU@|T^fK0rMd_J*qwQXFM@C!B zV6fu;;XBc!0&WW?90Hlrx?u>`GNXmnN5if1uJrnap zuWnjnFx1H=+Alt{d>{_=QpEU&2Un2Dgg0V%rO}*v(hQ46V9`uP0Zg)Z z?+P~l49$Z#l6aA6BVrBe*UpK*3RqEu1P;&(j$^SAa{0m``;m`xKh5-9;eFSrupBB# zma`fr`gum)l0efyDiprJc81f>Yw8XEr$OIj_dZQMY$g4Sig80}YKcT%ROYSqc#F<= z8wvJ%<*!3~b+d*OjrZgQqA{#vQmEC#KBsZXVablUX5~c0r@lmfzet`T^mx+GN-uZo zK0f^}(UnMOEh|0BXgeo6b5jcn%gv&Z3)R&8eH?bq&B?(Ekc{vDtG*UwA+pFn_X>XXB9GU zCw%ER1;5dabp;b@Hh%44?t1a83$0?mrV~B&l!>P;%jD*$n`-S^s>p>cZ63u=Gqv5n2b<3%9rAN7BMiXyNQ=6JK1yR>~LYQoi4RI*q%gof;AkCQI?v)IpjphM1A z$H_3L*_@Ashu!f`Qjq>VG|%RRWqRr^WA*a|+a}+~UP(8z^0ZfLYXZ;SO9kMirwel# z3d#$2h2=(Myf_%Ep{yNerS%GE8!zN{u3CQ3xaZ`qI<_PnNM>h zf^ucDgeP*9PIDE2NqJT8M4|m@o(5{3LYMGlY20bP0Vq#ts&}%o_O!qvC{JZWc&c_5 zn3NCX0h98n#;emJSJZqB;^{F=T$^HFU{ZemZMuUw$|J}rUx!>|rdR2#w8)S8AwIn< zQFaMepf3=BITChOp74RjNWO1&(q5vX*uB75Uj#h+CqDhX4?KVMSA1FovW$0L-3==I z7TpI~XFjhP4l1~KZfcW&>TXV~B zPNYBa>6!q~-|^}9t~FHZ>)YqeNS$;p2ta(A#I4zkRm06NX7LHJZ4269vCC^#%~hp~ zw)2i+?~naUX!y_DDR7T`@l~{*J$v5qO76%X0iwkqJl#R(dE}$Zx&ll5sEfR?C>XPU zg~}U5L zFsN*8rYEm}_JjB>T}$$#p*69&7K25RL82RV?ONRA)^KsZQ^)^m;9G$6{wFFn9 zr`(T=iBck(0@DIbm5ti6y5RBzr`w$YMEnuxTbmL(2NNA~rT#uM)3U^ZT?6T;$f@;x@zH!%UEANcf^`}eGJFC;_h@&Opo@h z&!1p`7)p1k4&+ZF^6HDIn?CfY)6T>k+pT~4o^W*Uwo4k)hwa zAKNT~KYw4xNwV<#t~M9-*re_hSkXLTKAD=W-aY_bIi@+Ug^8CGOEz9il}#M=6gKQl z_+Pr4&mYGf+_Zw4u5Xv_x;qwjj*=4{8)%^|wdT%>$;szbNorS(Kb=oX=;Zb+7YgU0 z>`>LVh0dJ-4*69M4wbPY=c>|Vx+q1Fd~nm?`9a3s$xznq(TDRJax19qlJ(tp37Bq| zN1wRYKDky(x!SyTeIh7>w`a1PCoaF8zkpYio)?a{*N-eOl?->)a!-xwcUlVGxi*GsF%AaR zvij5B{HNYZyxtZR`e}Wly9Hhb94!3vIqCgTPICd#)F1 z!?rRUwn1YTK$s?Q!honDo3~>+XyYhIs6A+zk*NEH*N2$ECttiaE~J4O`T-L8ku5L4 z4pvJ3;P*sY_x(|l`r|I!rFm0#u+tIzA_Vj(gxBf^kdcNn)I&gaLd}tW!W4Qe6N;JOpSnC59V!5 zqt<*LjLwZN zV#T_mQ@29W-bG{~yCvns<;{FAm%jO*8lW%v|ZZirnO8*f)0UvDSSco}bvozTi8 z&~8Ym;7&p<>GPRg9b(AtSlrjzC?pe4Ghf_t~7Ip z;RCm`Lzr{Zm2xxfb2BM(Egy#Fg;%-7c<Xx%TM8d5sUQbgREw8!$Bg z?Mm0?_s`}J3g-{u6+F1o`6c!R)4Ja7p$xb)<-gcQFF7?Qt=2ZrVj zWsG?RR6C`t0mYIS2%mtVIZOFnTp7PZxnNxu3%E=azp$venD@bzeqWa<KLYdKWi z56!`Z$tCb2DKA{Ofxhah;JO^~r`5pF+&r()6BwF1RKA-nKuk%48>#+*Uu(uv0}RdI z#MflU*S=#x@HI9fmxPgCta$`m`%}42TB#;8zAiJMPA9h(7@EWP)jkPNBU^&W(j+Sb z7gW~Or%YDWUe^z^lr#fF^S%OU2^fK53W?d8(s-EiJ|GkW)(w5yP>AJ27 zg}MTY--5L(Hl4`%PO`Su10GJ#&8>KWhbNLc1_4BR6aN&!?>d1Rb?? z?J_DIGGhQUU7hy|K?>3#ZPEe6r-eK^6nCrnb~_9lYqjb-P4ekW3F??h0e=iBRc@a_oso z=!vWENr3bu-Sngo^!@~TX;peT!0@|TcCf|&a-~`O%Kt}Kx>N;Y>t}D&Zuj6#|1iP5 zD?Mb=`)^lzsvo{LkTxm{2~p`ES9%vRxPLQvNHDbRD8+$~IM)l04wDf|fS_q%yGs4w zO5d9K9}dC&aizHw?$;C_^1Ch}1riqU=okohqH$u+Lx(y?;$j_$3PwmOkpf^~$ee(D z^eAP)D5PSP_I8wfZuC9d7&X)h>66nK8O<0YXbgax>E_1R_eKF)`W@RiZ_p^e(>P4C z>Wc;fiQy_-nh^=55p)=YmxQAPs7?wE6Q!{eLQdoApm9x_$P#r=j7h^-q|;b*(2P~kWbD9Lyy>JUA&jI1mZobjy6OZ#Jv#=?qSH(lCboN;PWw4c zLo25P*}#~J!(nqX?+3sQw==?fU=CD>1_;v80PX}$c7vwV5*yM~XEmF#Mbgqd;V7Ki z6gvCZli+dUJ22t?(%Zoq66g7T&=R#;2X5gKKH3V#^F{GYFq-pnO5!qN(jv3-B%?Eg zLu`_2ewi1ooleYjwqfph@aiWsoh7Fg38FQ4AYZLEFVnclRR}?2U*(%$YX-yT<-a$_ z=s|)(%oD{BAX@o=wg@7!3ZhvfOIq8a**E}gFcL1mAzIp&npK?>0l&*TNgujuL4d_cs!P%k&Gh9#D{^967(`oPW;;w`JFlGAEC$xZ2@#G5hMpXkX<*E$NNl&!?j|#B??oIEgvUkZrio^^a&f_yc>g(G%kAJJm#xdiI%>!nF;eaofA;n0bhu z6IM3O(n!I371r5;f!zzVV!ipi5jCt($2}?6?cCr^|E$eITFZGg>soe5H0}Nt`v$uD z2Byn~&-+!W5Rw-5*i3hKS3J1~lByJB`%%eih zx9FQz7}VF$IM#UX_63H;j)KVu&~xE2e(^38CKGK-p(1Jr?@qBF(iN@J3|Wc~X_Sf` zGnt<%B%fBXA4L|PGVSkVq3jNUb{z*dG+Y<>lFv$N58lGAi-ut71@Apd-MeEuMKC{S zN8Eoqa9S~VUdMj?b^n~y`S|JJnvu%|Zr|BV-xOBsh1J5gq`4L1&?*7#1&a8EUGU|u z+2x0#OH0!WU*ao;>x-h`^H-)<0%ried778JlhictI&`HbzMn#ORcT(H{^KxvVWh5T zf+mRyc>PB^T%=PkNqj=&@H%V zA18V1B)E4#{qFhojTG@Myvup0xm8iq{`%eRqWH}rI<%wcX1Qq#V94R0Vn{xsVD@Z( zh)+|p%2)vL>Bso|>D|Mce1U>wdim9%Bpu!`5Ao^ro)B``LhRVEwZ1S~&DIE}V_i@@ z<=1uAns9QVWDWsDoLLEt2oj;TPh5CjIT0jC)r_G3B|hB|{8o8#_dnv(r8t6zB;5hu ziS5UYOXzqTUEZ$aI7)=RNu~0;Q|Z5u&`SLA`aFX5rGaiA552xwe_0tQ4K{>Q*Pc}P z#h5@`iW=M0-|^`)s41kza_X%LqlIQr0|NAn=7#QTO8~BJW4}t-@y0NR$GnN%RsYVH zJmm#6rjtz)k@z=)gdI1AbN{%~W5~}H6QEcO8Y#e)K9y6^jsFCr=5Tr{ zui=4Xqo5VQaHgOWE^DKx7jJ#0Xpk0ZqhypP>}25fzTj1FrP4BWBBkD}A9I!t>je zzSN13esHC2E_Gx6a;5){PunPJCwt)98~krw>1|iH&fl)Iad8{2gUN#{T|Rd2O4Co) z{&A&~p5xkUr&giWU7!7Sr4OA>$!;v#A6)6w;5FDb{AkB-y;M~H(zp)uwQ*G??|gDd@=nEik2O7HG1M7#X$O1rq+ zUH@^VNq@(uf4kCfgctvfD?Oz*^4pdE9iM)1rKxl@pWb>^Id(j6u z0av==d!5t3un!OE&r_wUB0^limF6WvJMRQs=_6Z#@@TXSz?I%d^F5|aL@5JYXoQl5+%mC%2!H7sYBj0YB7nZ2#5Ng*Xq(b)wIi> z{fcheU83E4E2>3S<^?RxDI+iY-`ivUzjmb&Wm4eY8gTvXN@w>Z)Kn=5mZd(ECH(Nt zeq?xJH0s5g!Dir$WJuiL&)09?t+4lYgk_e0?UykWk^RCS{f{f1urBi-uJl_Y$)JC^ z(pNIs{12|QY=QlQE3Ld{B;Rl~0n7f$oCLvG5tU!AER#VK4{)W)ZAQs!Websbc2xFe z>8j^tiymoj)o&Mj*6zy|U%78-pgJhDXC8R?>6&O0KDg5TrT6ja|K63RQB)ZF<4QXS zjW^0wmSvcl8j?>|&)Vd;@u`_uEAv#YpH&GC>{xscD4KftC8q=AYVNe5vX)s~G%}FO z8~s>y8*rtk+xKk%S6a*F`QNVepjiFZKd$s~hPl(dEA4IGaQVlTexY%VW8sD>`Uyf5 z^Rr&In8O3S=>6e&E0XS^=lMI$r|4F-#pPz+bix|w#I_}`KWlLQDUL;fp(cSrhQa%5 z!S{dbBf}ve!8?y?rI7HzSu;-}8)7YGslX8yQ~Ul}%7Vkfd||Pe(%kwM9j!3kc87%4 zz1sHblWlnBqsQ>(zdZe3we&~*M=D07^1(+oN}#mR7b<38V!l|#af3CRb^GEnERv8n*(KgfJavC0PA@R-&SDLQFF}wJFFrOD z+Ay8LgBITqu*`czkkDQ#cYSF+UDD?Hp*jycKX+Dy#%dA^d!2?L8xwxX^i)ie9@wNMjk^w;K*CzYo1&AY=9MEO@ucEksXl~ z43V3nmixOJVpBIsp`|#JzkTFK1G10Ry(2#ni!)>jtQ#{Drpy>i)U2;zx{pST!aY7j z9wYaPDqnt-49QjvRuqFL`We@97HY!<>!0SsuQin}!u&x-T}t|cd{#=T7F3V&n~xE> zOpJDI)q>PxEL+ly3jddsiGNZtCMA|7xQ4}VFgNv6Jf!qC0~sj&vvm_H8TQPhq;g2Y zL8HRMnG}jfTbYPNO9VO8Hg&`PBT@J<+UHp5>)yk2Z%h*J+-D#Kx0mE0sq=B~R-033 zcMjVy1gMYNu^mX`oA9t6?RtCCqHG4dp76Ags_!(O6P%z8(fGe;JFBR;7In>%pg|LY zI|K;910f+ngS)%CTY|g02X}XOcXxMpcbB4ik?eh>`}DoHANsW(Yt*PQ)|&q}C$J!f zS@(^VL)#3>w5i+6lzc+}DI`%GZCLU(>(FU^TD!e(U1TZ0G8SJo1uI2G z>;~|wS?BRly~(sAjMPlpUS6VJi(kt*a2o?f$%sQ&QC+=EtdUEtOLw8U{{#5a4Ub

g6m)+Cgkv9$8(ZXSxmchdqYfPz=@yZH?Gc5_Oe?hk8Do*qtn=)jMcGv;8>?K9wed=AG#Af`gV z3ba1^k>NyAUt;$D9gcOi7$bzf4D~o@fWD=!WknnoN3i^$AX!=3s%#hLdD;LC4|>=3 z&u}a^q(iAEdfRK-pJ|*(E}>pSkn7iAC*~$}zA(Q5ZmsJ`I5zpK=OeD8+4c>n-IrVM9q5ogT=3Dd_c4?fCezo{ z3@WQhg$YS!!!79!($J!i77CIv5E}9il#UY@R-R!7qtgg zF<4t$Tv@OZXXp{J9fix}Ut>k?tuO7$v@@{W{5%K>rVaw zd|EGX&cBt5+&UbDoU!x?`lKy&c+Z(Id`KB(}=Xr3JAv{v8kddd+joQE{j1j(q#m~ zvBxPD8KOr<$`A9i!`0O_Lq}%7DrObArnX1)_-{Y*%+T>4KXOguZ@~8tKeEfi!^%JX z$g6PTwe6V0r#>u?Yp+9VJKu|)1^nel{xWzJ*#Sqs&zoAWv9|n zcpYnr8taOl>vECdj=O7#&+PEB))iAhyfGY)Bvuuc*#lP2qnh8Hu+|Y2^F1#TjXqXQ z;YOWd)(MEnez+Bfp73C~{mF4_|DM8?n?kHp$BWJ~j$AcDFtN4Sz9>z{pv@S_PPhS_B8OK$Z7?1_FMqb~fz_ z?qv!=inc*Wu|fR`)`QG$!?!`wn86eRL6a0V)4g7^vB4TO!E&>~%e&UASU&5_A#Jk( zCpQ5jUxIfPeD)1o4&j`4ZbJsJLKnY;cI||ek@6Gkgu=*&lq!VoPIwr@gNM0&zthj&hSJ~D+r^oD5*@S%E#zvu~nln?K<3J2yfw*t=h3crpb zys13pd!v6r@c*jo37r9ROaJ1FIM$0;-3d49jX>UsK!%It`e4QL%7gz^FqNXSzF!bu zUF5fzNDQnfsaKZ1v3`NMflm4{Vr?(olq{-3>Izi(#FOT)K%IGKliZ`(dl-8yII5Ea(<+7mJA* zXK$!(C>TemAG_llJI)*zFZd(+Reaiq9~p}Aq`h%%GrztF#@|K7<=&~}U?;3)ApirQ zd_~8?yNF6bwVF8fia2?qxr7sp#8XJ`=`I9Eg9LcJ#C^z!&adXfaqR3mT)o&y+n0e4cq&r$8aOPWJZ-iAz~^GH6(PQKbq9*;|Su^TsI@N07`={zp{ zvd+zFHx|hT7%IeZ)F$wLO~r;yf%_H-`sxn;5QmbTf^e^_7#A468>3;Ert9YK`891! zHrhPSoT3JhZRj~5rfjQvC7XVAgZLaYqbyFptl~a#<=q_D ztAwBMz|%$cHW=Mf&Or%Ebs;`WAz^|q_*?m8bm=L2J_U;s<%1f`f^D}? z?!#62F_^5J20`g_LPb+`h3IDJE{+QIK*gd`xr<%-oHmOkT4gJG1<$}wJ{CU%odV*z zIPrl3NtU1_p=3Z$;00yf31zXV zVqGj|T5O=A??YX-TnV;Ai8HqUJ!Sn2M*SvPYCe@>A&Z*VLp>u}L*;`ZFpNoxZdl!_ zuSZa549shxQfOmojFD^XRyOP%P;GAT{Df<*h!B;W(CCZPM#)>-TPCzy9*cfii1?rAN&6RzNDGP+TY>W zMG{nLf&4Zg9LqYW_!?R$Y_Pv^aBy*OSmo33Z@@PxGBm0(Gz+w2Ri4|i{|v__4u;u0 zhhu3a2mb)Rj2;9jiQzxtSYQ=%+ch&*4}$2L!f%hGPev#sI)44%HsN@C^9q@h2GACicO0gWf+Tn3JCA z9xFiiK!1f}c~mC>x+jn{DbzH{Uo&NEMgE$+sG#dh%T@ac5#WrWE1z@{5d*`XJrn$tWIY-gCRQ!2lt+`m$d414K za?*Tq@O=K!U^-~Nlnp1-biR^ps>pevHfiAs@7a%R^l_mIe-XB6wjS^!J1-U=E%Y}n zYP?u%2Q40%AY243PO2`|4lM$!n4-dDr~!T275L^=lA{&m!NrXpacTK$Zogz8=M52;i4Nnw6hS$%$`zf-)NWFmN(O5R=Ehaq>2Z5)wX`J zty@bmq%f|q9B-?O-Es*|G0FEbaKv&bfk-cVP*(y_R?HoOi>-X8enHVTyM`mUpAs$HJTU zwAl6{)mCg>_R^7e64mx8kM>fKmps__3!8VcpZ3v%_w#5MgO>NJm*-295B3(JBu5W= z9uEK$Z#(;8r`ln+%VBTwVSn@C;PT;c@?kT<(K!3jB#?1+IhsvAnr}W@Ts~TUI$9+- zUS~hvJU#*{%kkI{`_0FP%g4u0$EO4*=jmv|sh?rEo?)e&;k2CLt(*}6eq_RP5{`3H^>cF9 za|*gMkuaVn0vM7usE%_85%B1Fpg;6Grwitki*GF#tScAn;0sQ|OD>K}))rO(oXfWz zd_;i;_I;8P7ihwvD3oy?->y)UqvTwnAxf`QR<6{*SL)_=8o(rG5az8jg$FZOv`oT$_+4#(ObDo4!yIdySEg-&qBFRFt_tC$JTHgtg|>SCA?r9 zfub!rs19WT)`Fi2@AwBEJa-=mdry-`?mEDCUFMHH=JysQk0v9JL!tMPCyzf+K&~bC zKpgqy8<-uJ%K)$|ltk%efjg*%<0(7hq2Z(?EcB^0C01?)p$Fymgbrjt2euLiO__r; zLcw>0;Co=R_3THMSdF5BL8txXM=#_?!5>28hm|cDOCh<;6L|{}&`FK@e-Fq0_9Fw~ z*hG{vmG4qOI5tx-f<$J1a!)c_Jc}gw+Z5%meEAf;seLqJ?oxynA2JpTleu#JF%Q{> zXieoBq_^F=EHTAgwYEd^Q^KRfJmFFd?5|&WTkw-(XF=%x6^<3p2K>ld16=+#OZ9OT z@*^oRJ{Y1=R(t6xKsa_vzWBhy{-M8FxZyKceYSdU-)5lUi`k6pS1s~?`jPRnwx_az zq#R)PFq+D($msTfu2x^I=m-Qi*8r1<=9zqP7BxD@^7f>E_>mX9)bJ0ik08)Y8^+-t z2U{VPg-4o}uuM)_AyxxN+E$2y!rHIs2VZmDU0?hij#b?+`3Ch>Sh4_J5$&`UQ*%?I zAd^WJ2!#Nw`k*u?(6_u7Z>LV0FR!ab#hjph8b z0~1oz)ISc-8<4~Q06ytD@|Reve)P*4>HhCpEh1j9VoNZ5qhz@_Y2kQrRU)2KkIPs? z-*pLQ7^A_w{4vJg*Z5K(hFa<358(5UxAQFhlG;n=M*q5$QJf7DYhRoz!N|IjQ$5RU zR23O1M3UaLNml+GZ|mx_kaBsX^fTa_y*u>M5)*$94}l2vGLORvt z-74jRW~U+fpJc&kW0tm{sy2;KH?Fdvb~ovdLA9%JL3ZK4{m4UoVjnWyc9Hbyeqjt7 zT{M1fRcI?3U-NB2vciNWrkPm`92-(l4gBI_F4el9X_@|x^_v!R5Kp!N3GJixGvF&` zbb}?ps-1Wd8~aw%Sk@b>(uWKKrz-{FYItK|{0Myyb|zSO@dqZ7T!6~AAut6=WKNSo zMv%_+y>TfWw1P%3sl)m!mRA|oJF>7e^HVjN_zr!wG5Jw@IX}9DPiAkA7xo%ol$`d2 zSz>=Bji``|b1TKQef&Wjr5mkbYYo$J=yj%2+gh)m#bQu{i-AXz3+`q)oq#>Dv*uZF zzS-A1fbNhIJ_~+{-U|S}o9*%LIR9UVgRE24{xD0ob$5r4xoVW%vDU$9JGb_G9CG&? zHulfq*pmzA^mt*eR6Qu3d8gK`;9uzZmqo(t-?*jUFPWe6rK~*RY_+7E5;Z&nzT+Jy z`ftlS%RTgROGOTX9qQ4$zRA!G^d6!SO1&?i!?E;VA!Q^VpuEA2qu!&YNHUX9vij{v z;iZ!I2@=%Y*hjocxffCT+$N%f_G1}pC^&R&*4~;S4gT} z+)x3dZcqLxuP^vJQD2TZP!6JF-stg=G63ONw2Ze+)||uNKL)?L)S4`;&G;OT97yG) z{f5TiO(D~o4fVo1Y#V7lM>Xdu6|(G~>1=h(Pvvh5s%($zrUqf*@b3*s zNu3!K@sNF#o$K{vrH|`XAqVq#^e85aMAQS}*sCmTFR;%4EFAlV3VX;;LWh1D2*=KN z4LSU8fUjtWR%KV*kMEN-CzmWQ&7W{A?v?>R+r4Di?{KW4ps2&2aICJOu^}gXlpz54Q2VmY)}H~NY^jfIp*ESZ;?Q$AR<_7k*I0S! zUat0^;n=ckx&p^7Dwj(E*}ucF&w%ea9J^%rR_*?GIQG8)e4_szj_v*f_)Hy@7q{hV z8n#T$ogb7}VdQH&p8d#}L@+2iu#;eu|n$bVu z*k`~;H?SPI-QN6nIM(q7Lzw6k@-#v62IlW@?CK=>Ek-RfJ>M0=KfaW;*@~ z$DWhNzCf#{5BMt_+ktQ4{+1~Gh5V;Z#^-SCqc)MgTo(cUskf(-4(ac3EZqgYao)GK9yo880Dfe8 z;n*&$C8oqMkcok|eQ#a2bVU*#;77*oqg1=*Eh;j#@O|iM`%E9gEn*C#qP%#ZcjGtJ zBxzIw_>s*{8}^*dop%26BZJJ{{?(8CUS$nI|Jjdh;m5DC{`Q}KWZWIQp5K0CmCb+n zkyW;+^Z`He)6dwy{m3qsi90GgX#6!HZzY%yL3oumcf?YDTS_^O2y4^}tX=~ENK&}N?UY$eelbAs(0TpNWYeNM%cY=!yat2 zdi!CDg#ml=dsxSJB0MhEhwmh;T%;mglMGyB&wk|g0WF{m#zk4!9+A&U1!$2MxdMN2 z(LQnkTI7#_A35QZr;Oh%LtwPi7hy!%|;J(f`c5l%FQA{9Q=nomk4kW z#CK58Xb=EmCjtxTq?Y9LNrhn0 zK^$Z?(CGjE0)+xqC>0{7H;D~}#E;S<|0VP%cMN6*YlDFjjgA2PzYu%A>OghT!tV_& zF5`>AcQB}ttjZDZrpn-;m}O@%sb6wQ=dvrjE-!6MfQ!MBrLx6S{BC*3Z9&DgK zFv$`I5c@=~bb;E?pAD@zskFV3ds7Q41hft54>g7_?mjS-m%T@1l`);9Jf(VCsV{38 zFm~|_UM>g18hw{=dw=S$1kVZ10W>D9rw*8>)OAVsxABVuj`)7|TFx7eG3192mbR|* z-BB@-8nA~plN#c@pRvEsktvMIl=J=(Pp)}m=>g(N-50Qlde)JZG6L_evLVcu$Ydil zf=#FJg;$pNRfVWUv$U*K=L|?*A`y%&+oE~D$2X^*dQa*yPfU+)V3#G+YCx=aEpI-p zSR?=arilT^3qH9A0#az5DNgSdyoHtjP$GmjvtiG zDM>SOWnm5uI3;NVMoXKfUaS_S-Df6RU0m%Gi6X$WoaX)HEBISH$&H&K8CxA^mWCqV zt(Ch}|7E^8Urs1b0D*LsCQ1ln!H}10{+6Z;3->VN7sSu5^NtHuYDwqq>RRlPt#6U78Gp6pmEyE1oZe?}n>;TNj2}KkcRSCqNL*vA{ zG4QmS>!6^Q+E|If)N$EQww1Jsyq(CiCP5KGHJY5MI)%qfSh7U_<-fRWlIjC zSOhrON$7(e2H)Yu@eraO^SS=i(S{{s6rjEjMO^=pDpE|r$pka*9#a{DL2KU*N1p9w zwwMyV+{Gc}^7_{sC}JG>zJ9s-^Qh9GENXqh0j2HGFUFM{^SSTZnq~W3xzMuSX8h_! zX5aG@b9(n4p|_L&i6PF9m54zUn}a%=!Mj!^do#fByWMw27f(bo#)}x-pGp(%)gn3H zX8MM0{vdW_OaH#dwXu-pL*18k*kJy6C&7@LMH03i#X(zp-xSD9QZ9V#9%z`e2ui$N z*qAszJK_qD*TE^%4$`75->kyV5%UE2g~ory1L8^9Y%qn8BX6@}xdJsDu+57o3X$COB)qoYAZ3k?V z=aoA0rf@x_KhM*ByfifKzD&A{*(9Q~W{PhGh`lu;i+T_-rVKO^m*tYo$6<3eo zyWxuDo58;l#FeQztUh$Fv`78KE|XC}{U7Pq#%`!C1+i(q3sKGYwOf43)MtjNR&a1j zq0Pvo6K$6WbeL4V9p|}Z=)PJ%MYdSQ8Nbw`!x+C1ZkC$wilj*HoG{sK^GPS% zl-7bJVV3x?szEo&lpB@^;?l*oY0a5~PhEMQpP(Az!r8>Rfn~fG=B5pS;8^D2e$fSQ zwf*eI$U_=$#gBlg7CgimLU=kuz)#%6jeKa6GCD>IhGh=1HEq`uUtF6Fsp-=Uk+j5_ z_pX$)gOEbriSZ5FL8ZGY3_U%fIDK3_+$J2AUDk=Ikie4kbI64@qs zQd_l~U<5T+L-B7N`l>hGH>!g1$AksoU@MGopi{a{$6`OoDepa zaZavxC0njT0~6NsqA!=ex^6^HI9_aOu_5W7+_~E}+@$g|m;P|w^A3I3j0*8sVF5q< zVoC8CJ!U@gE;NkRcO)XNX+DTsvVj?Vm|8Ng1?LYGUAl;a-PSl-?q@>vnk&E{+HJPS zs@SKy1@P1DNXygB2>9s%ICR2td&%qurQil*=LQ$+24CxjIO~Rd>-HMU9hKP~O~D<* z&K+x4#ehteTMjWc%AE+y19ID)M8U(e+nturgS^&5s$0+i9T8DhjzmY3a#r#q){n0; zp47FTWH6rJygd;+-Pr}SzV$-z_Ie7;>a@~(QF?h0QfTteiU=}$+mL&G5b##8(-ni$ zk&N|LyY<$<^3h`U(NXZxv-2^C^)adin!`Q-T(`jT{mJZWrQmC0=W7@13&3@!Szni1 zU!Xkf!R+Uy;OArK=NIc2Q0o^o>lXqB_&S#VFJ}Kp1%JRg85`>#Ukm67{gZF~Q?Ua6 zAojFad74W1?AidoYH!%gfI_T58XLjlT`rMcuMz`KK`5`C_P|$Lfe&vH@yG&I{j|FL z{Kvfm>th2MZUZ@(x!ZGtS}6i2vDC-yJn5~1QDp+>Yl9MHEfLUyP3?lFdUdL9gTCl^ z?<$0d_lDqQ^Y8d^En#_m&I*kAifKMck`3~tZ$Y*z?D zko$TfjFBhgHF@}}JfGK!VGRm=m~kqAgp$BeAO9}A3>Y+I1(AOEMPcYeT&G4A_gg%9 zr}-ZH-^G)xa}n&n#gklLBYFN^JSlb;`M-%L^(Ws%S^#moC=Kjrt*_CMsZl>_KRk;k z>!N|?@V|;DZR}(0ev2oa=AyOlV%$DNqtM5CDaQH$;>o;d|3Bi%yVx+rSiLzt#ylNC zPPmx3xcIs_U_Gnm4+V%P)4#@NevMbdj{8eISr>~l7xPCvS!oy(Vb2v6r;`MTC+p%; z6ypK$q<}?y(Qol&w;*3#oO+3bt3q8O|8&B5T|&!;#A)pKPX9zeJh^Be+i#yh50k_P z{+zU#7dK^}G#!_;1oRT;;#XcJ(~>9i$|YagC+}h>?$14oCxZdyWS`c#pw6XY^0j?R zR$R(sTq-5~!c~ftfF7h!GPF@@wmmdLd>Z_I%IkP7L`t2v-;&Uc(q{eB0P*Be zUmCuH79oxfF=f&_q4W;JbPA=6g}ihsB`q3w9lH61k3#8iMj2f7@ys}yDDfFsAN1Jz z6F7|0zJJSWx3ZD7D|#Q%4ogIl+2G+7mAe@%3?6oQ{0bJ?$65H%hH_B z{`HklUMTwlIuJD=PCq_Q)F{jGe!tN=`tz=rlYK@4nY6DoNR%0+OatL~n~lh%gipB73tjq)Dmvq10_UG=51RGN%b z+VlPJO7vv}EWm8HnlPaZ7q?vHq1s2ViVC3y5Ks2y>1pC>Lnq_~)K}REm#95dy^gL~ zdsTU5SgI0G>N*gAMOh2aS4&r2<5ZC6(ohReRT1J?B2QJ|N0kv^T$eXj8|SDIhMVFe zoSKA?8HG^4^r1dOStE-jFh@8o?;x{ap#BR^ZOKDz0zzR`K~7CzL+@UF1C>S@LTUw7 zdW&#D8&#uiU|rXOMo)tlFw;#rXawaoj2UZ86lhHi)Xabbn~L+A7KAmH4$}G%G6tv$ zhp3u)>ba9Q~DF#@ZfK zmydl&{$a3*Dlv2z zV7l{lj4Ff{{$)eE*cU0%Cza5j-`F2~*n1D%H$&NHfYZ)s)c1(cRQ%Yl^q8)ql3pDY zADcL^2R(rQxmwq_OuwMa(6QI2a4_I;;Qf66+w49Wp}`Z1fyB8162u`4#GI^0fWr>2 z7gj8)3}4jiO&1ohf0o5*!CXL?JL~+9jK^#36q((`aDYC~Lk)dv};ChLrDMM;*0wdR!eF&qMCL?%?{4f z>Pw32QB(d&<(@^2-uP3#_-Ro^YJturG)+Z(MOC5r4JmAfa;8x^_?p3NZCPv+Nx=#Q zY_(~k<0WiUS5&iRM-6eolco3zK1>TJpL@Lr2YnI;F&_rAf)mH7HQn(`+mAG;9s6k< z7ch|)nOKH_b?V~M(lQvdWFxdB($K%Dx?C~0s8O&$s505KG|>{gEou-poByoQLh{-BFU!Lkl_y-J_7s?oVle9Xl#+(bsuj?dOkQLL_j zw1h{{Mouuw!oDFRyHV=6F^xNM614CtdwrixkJe@K&G05qu`CzcSeFc;)A}Z!@I2mRm4Lt7tK<$qVW**$>V|PX4%nVl?4~|PSeG0mz8Uz z@`t3gBLC&rdWYi0nJ~1=?sJDqpN`kmIMM$g_Tr^WwWVz~AVC~+{G`#M(e4>=^1A6z z&*VfX>7=gfRO|560`W|M=d3;J^k@E=iO5QiQ<+J_U~kfjLBZl-b382FnfKP&+0@ZO z;S4u8MEz83C&z3jRc)AY>U#xv#2 zo3NGk#qAv4^>Xvg*GSH~wHD`=^~8~350v{apG-1S?%JI1uM_Wo49$?Bb-u;8Yy5WC zp>h}Ee21Mk&5@|2aD0D;^Z-xu;3N9*O7{VE`=-q7k(TCWl)9rVOR-4&u?u{qe0cW} z%<&N3^!Uj{v-TvvKBc_zWWJeD#hFJ;+Z&{Z0!pU=wJfe4%syt9fEouu4ksWdl-G#= zU4nRnKa3ba>>p4S1S3BH31aMzuhL>Z>JDcrUi71r{zmK(J43L462ugx8G=zHssLi2 zNT(r8j#Qd5>erAi{yRb36(TAS^}L}ao7P#d*+$nA+uV*k=nP4!w+L&^YXG)Z`Z+^ZOO8Nds^ml?7>C+jIAVx|7QP10ed9~Zk z{v?P?TLu1Of_TZ{e0r`bLvMcR!S-~mEA+kk@}vFbUKhXKO7aiW)w8YNh#lm8dUn!d zGT$N#JBUMS$OX*V} zLCiYHhCy8Mnj1?y@&_M|xnmh09^3e73&g9-AMYV$fdp|T*5DgP9V?dS4ejF*-}{Wj zfUii7k3g=*e^N^LUDodnZ4j!^$AQH$4yqDT`T?2+k+K1X781ti4ei_XuP0XLA`{~> z(wv`{&@MUWiy1F}Cx}1QfB(IqC7iO9@;J}D6kr#=xEM)(8GJdBz1nD%Mas`~H7Q8L zE88uyG#@EVR03fwm&>CHY-lZ~m|9eOGJo+WYCy}#DFw>*Ppds|Xjx=+ZCd0O9Ap(p zS(&C4bW)~ll+E<5su%9kb&ZuYi<+XRP1?M3WvmyhF$*=&?yr}YJF7k@7`c*MtGMjY z^r<@l31W>1nDW;e9xN3x6C9PomiGIwM_cjnYDij4>K=& z@_oiG3VzX9v+=FKU^Fw_PNwd@K2A!%)%}9(5 z%cH#Z%5J(w1ExnM_s;8*^nZ6`wb!d`#}^~?;0N{0mhu9um%oTx;heF}<8pa%=} zSHfl{3?^*jcMPbA;4z)|qW1mgg5yN3xLb}AcR~s{Kf+tJi6NCf#3^h`#e9{~Rm7WOiyDLVq!Xw*wm&!BiF#PSP23>W zujy12v&w$!zptauGGQZT+bx}}7q8EDBnTYFNvAvnNwVJo3F32p=0K9?4ejX8C&@Gf zbSX~!_%vTWne^QA9UdBou|XNM3;?l%zX6DSTp)v(%usMi4?ygf?C*l5Xk_ol>C4fw z8M8ic>nKSlZeRZTwq+>3bis%4_F2%NAz$Ijrnzrq)ie~q9%5p>wweS)8y4mHx<-S2CLGUb!gP)7a7_w-?sQ zYZ!WE%`BCB7eSldbrV?;L~kMFcctVT2nLUx%ga?y*Wrpakj(9Q5oA4SG+xYJ#eE!n zP(x&r&TsNGcOKfE@)*3y|MpPq3<^v+qrGZ@98On4Nnbgh?`eY4E4|{I)qqQ})dvMz zc)yF(0FbaTR`!So)1&4K4~0(XYiw_RC#_`*tS%}aQ%A+e_2I^xpN!c*f=%&?U@5-$ zu>3~s8+c%aUT*TA;lX%1?|vh8z4Kq;i+>P%^v}S;{{dpBLb>d=%(hH2Ohl*LQ5Jnf*3&T+V+dv+qNx?U50kBtgDAU zU%+k9%R5egBX;CH;A&$1t$E-_mme0-31XZtb`gZn3F2qOUZ+Fh@-wm`YXkQgu{WRn z`U|n^;-5wCB(5}=-Sw*j31anyZSMCDW5F($3>zvt!nU7VJ)f*{`IF|K6U0R>))`bu zd&)hZMzWr)OMTf!6y7_|0SRI!)QoQjby0I>_>A6e!&E*-HOS5>Hz**}1)RqkFyfR{i06-w{xdfbv+L5j(gM`-{Uer1mSAQ|A-umfNEqb(L6H zSI|-D>G_U2_<`>8gWpMj1o5W|g3GoeVNPNbE@)ORiXg5JL5yUD?QwA5-w(FeBmfCw zE?N;TDxD^*NiGHvb~;w>PlL}P;sMBZFoRRakT8JQx#3i}KQFS7dvUW}vV1$_=D_1% zY2o5#i}D_MkA}5p(1b2;vb062yf(!i_v4gFK>(JYqnCc#(%6kyjE( z5L5F?v+~M_@XD(2%9#KOVqS$HUd2RSC7mwvUIwg-RESw#wL@O@$L9pGCLW&_HJ>)? zbAnh`g-_1}ND%WG1o0Ur0tsS1<3>JBYB;I^UX=Ei=8t?9i2Oi;_$M{LCF^s7*jk0( z#so+Z^VKChEB$Qx;h+s5zAC-Y%>|<|K zP+xSSU_6gtLStXVpkNZ3VDe#K*rQ-7lv@G?925}*q7EXTj6k28$2&VW3JZaI_uin% z-u%k`pho=3If0I~evY&5G*ZDdsQxn2ffz*L6jtF%L?NJGl5QegLoJ*HOcT6>D;xcD z@%-rBJoq|WVHNssEc#m_h3?Y&3onHRzl$u^2^C$2cUy@xAPU!K_Vr~B_Tu&T2lWjW z_6>9n4j=XnZHm;$^ilN+yF+-2J$Ngth-Nzp`RI6f%J9r34#fs~K+q2cIt?;OiuCG; zEH8?#;E96c9tZ2uhSxp~kLvVob_%Xji>;}MZSxF|Bf3#21U0dGWIPVMbMu&<9L~rT zJw+Vxtq@%-6j;IwySVhflo?s!8M(#_3yBoFOB@;V8cs418~8L_lR0wVDL#}qyx%#z zzc}Dw)!C{NMEzPET6NU%-N=oO_)1~_Rc3ETqfn`n7}!hj0c`*gUGzz10Li)!1$qow zRt!S6pU*_}Sf!T_4F<+p66@+SY}6>M_b7apBwp6oo2WrlrZN1jF~X}sA|~Oz${~ng zNm9{qn5H3|sTjB>NeZSB@~IeNYca$kDXQQB0@1$Ly27ACsqs%zWcbny&^6e>QXhsS zKjFuNKP>s*HcBxEOVfbHX_~~pb&V%LO{}3!FdRv9uvIe-4Sk;Sf7R8?6czt{$RFWI zoOMY2YtjTi*%%*agd}U2qY3z>SCY?my@P-xhl8M3K-9$Y{Kzc8&MQGKEB#$|>Jys` zPm&Buundv6EMb-`ZILuf*Qm5^_`#rzI!Klpa*+NtjD)qQ=IrG7JGXai9-OAK@}kK+ zUH!6Cl8We3%E80NLsLd%<0f09s@9=u&~iWUXT*>oC^S6CAw;xk=Nq~f zhKq!pdFK?Pl!UI7^NZ$NMdyUrq&&BT`DA82p%;{`6lCmF7L$fj(5GH#yu_H31rOsV z7-Y@Fo-KwJ_5VU&oT5=3*Hzn6U3T$S8)Y3^ELs*`Qav;o5}H_E^_JT}Qmv0lSQAwp z-&|;pTHa$?X#p)kq1gk^R zF5E@+-gm7)U#pE>34n{H;F_m$c~@ermv_h%ir6%e`Bv+i)L~#WVKFo{;~=Rym*5Fj zcZW1Ex;3Wp7dxA}kdrkvL^aMp%dg4TaI@tQY$jiIPZLg06Rtez&pkVNBKlE#-Ut^`sgA_E++Cmd*w8E9UO$Wgi*at z{Io*dtTpAVJ-oO+>#WdW>X9Bi^zm4Go_eE*RU2ANn~`t%ZS+O~@8*-NPHUF-E1ON_ zD(%iL&Q5Ed;wxbE5%r?-cw=U7Qq_5YcKCjCbD|SF{=mzWR@NvUN5$T!f>AUC|gyzN(vnLlkGQmpC_?C_}QS+MH^{b6%49~}vOTNi!15PkdPovBo)ALRN@ z(Oas8ye`N3u21@I$Ob@v*n`%*Hb&cFn~nWAKaCFhY-4ip>yE#YUSM#$8ls=#}JtRx(mfvQZud`4ts8Xdf;&#Hc;hsN^~T zqQkFfdtd3!sAAc#^og>8*m#cFxCX=cl9H-R(>U41xFOoFa+$6z&3LxfxWy%D`iEcR zF_NMpQKySZ_0QyDtb=ZL_}*rdCYXbMcErJBlbbn{yla!OWRp?a zpfUC%#1BWse5TXah*JbX(;=o&sfROiALn2`&bu5fESpB;nu6c2o32h9t=I&t(wYVL znofN-+p31!q&?aSF@+5<+ee?Kfq71DdDpj zrG+t>p*KBAHcQzzS5FREy|8#+`eP=^vgW6OYp{{}&9;#3l>1FawC&IbTL*J`NB%@7 z%zbD51KShZwfmd$H+EJrmR{m^-twW^rnbI2gr2sTV2_-5zb_ZU9LE7QCH{2rLGK5H z!M9LlnIW!pVXo)lu9v=aK_B35BW#O)oy0`L_Qrsj!b9(l;_ocW?%>7kqx9{QTtDQ! zB$K;2O`)Sr89_;Y9~4jLkOF@ouaKD$6BDR^-{EmpJARhw8W5FpU#10z5paLrY*RdP zDau3w>%5KhjqX~>-&Zb@tG7<-~RSmiDMqbca69#5+lpIrX(THqJQp+&GSu&<&cW_oIM@aX@|_ zonzGPrp=vaPH-l7oWdkQEdI`dY0kkhpsF3mnZ+8)1>4AFOy?ze_-d4=o_lA%FHfgj zPfKfX%knPST2J}zPg{gfnG`PjfPLCF;*g_2yL?{))A#`MK&u=FPjp5F+jXygQ4zU!jn161}W9;ktA&B;nCGv-OgEOBJeF zUq)n(q;Pt|;|u+ty_hLtj}NU@s7Hbp@E-3dbMQ=TB=n{#3?}~N)>YVcgQ4Q(nHFh* z1l>#~%}I4)uKcQc2eLBlo7GdZrJk^N!pS0a@97@8zNCpL__7fActgBU>mlZD zKq`#VTx&+P_b_`@vff^(wLJI}S&yr0X7`KFFok9aWzlV_u(xbM^~L;jSCFZ=*IHq` zGThW~bF#W)113;hq-|>$u&dTRUc5UDoc&*{-Gx`%ZG-RYwm^#)C~hr~BrEc}ulw^wi7mD!(tA3)yF6SS zZEJ%x4lqwiI&9K1rD@;Z_h<{e#*fPawlyfOx}m<9{M)(`A}Xx`tg!k%$+M%l3QDQd z*#6}I%)+Ln#z6E+Lh91VbTgc7r)V>R>+i_=TdJ)nL2UNuP~m^=#q4jz$_i6$$0`09 zSyweK-cHbT-p{v&Nx52+{VeX6Cv2RrQV^~e^W9j4G2?#wk9DOmvL~mEeYmNu>`UnfjbZgI}ari1@5D zR~V*zWom#`1wkw+#>*C8N=^MUvc5Jip6$W(P|}_;a?WgC3cKDkR*HPjPKrlfH%nZd zaifH<{R`Cstrh{{F!mQb$^7SrmIRBF#-#g$ocieqBOU0&NkQv|%LRX}I?QlDo^0F+ z!C~EX4)s|(ETFf%?j*(!1FTq_@=fkFDPp0}FfN+iFStJ=>yJbrO3~NaM=7Sa;sfZN zI7BU0V3^>c^TBVup!Hsb?4u9$lEpNaBV4zZ`6JC$=9dz5xo|b5JpXMk=6YK7pPbaJ zZXoSH*0r$gX2G)l_-4_zm-cqaan|Z~*>$(?lz-D=HeLQg6_pU9DwRi9{#be){pZEe>&^JIh`Rm z#;g|#1g zQ3{e_F()@tg}?^N^=&gO751V*pWxDh`pE0C!~*?JfpWOySowFq+o4WnU@LFbFzC0w zydYv*SOH&UvV;I}M-ZkV2|=eCnxXk6*C_BaCTG%b1VlT>z+h6^{GyRpM={|fAd~lr z{g5b!k?71V!I1aayE10ji0l$-lJ&B#MC^ zdOv~@70=So!-@{RVsiLTpEO! z{lCjeY3`)d)&8fwnE%(D)J*@c*0XRMtqkhbf9=KCD9K)HNA2IXz0$^h2P3KbX7ct6 zoV2amed*d;&btn@h)O>S$#q1HyWhAYl>w~Kkr=?;-;wqIAFL}V8)g++vmw^}2};|h zv*_Ux{a|9A6H_SUem}IVrc&n9Dft-@7iwJtFcJx{cR2`#*eqVCQ;&ysiMeG*0iM-r z)T|~!m`$TWD@uA!fIUG@{IB6W)43GOHKGa+6FL*g`QL}lK2=#vJ~bH@iiBqhEn-i} zm04IvVvEZ+H%a8ji-UBe4jZ!E+iOQ^%Uy;KwI3g5+fku8DXAlUg2%Z&>AGKu!$-!P z(41669du;>n{>e$b{}H^?^tgN$@!xV%oz8ge@D1(nq|bbydollWP6|<{ zzK7NGgvR}8^V9prJ`w4QnAE2&N(jAMgF`wjf6deOx5&mJBW-K4xu+er(Z&%c?UT62 zr(M4HO=CiIOBxPlc==-gD<>rz+4MIjrSW{A`X?s^cFcWr-_d=~Ib;F8{FMqli~raJ z%}F`eij?8W%la(sO8?DCiMBPb+>StVQrxGW?_1X1$=r3ofdA&C9#5{dL!ZwXDIVu3 zA}?#|J=PLOxpwAX>N@FPF0RWb9WFBiJ!mo-( zTTfg@A6FhxlsgdX%lTjia0dW+ zR0B3cOp9b*E>a;+0XmHWmG9k-Z8CQQU$s4Luex3Rv98comD-8@jqmdFsfybzd?h5oBh?=BzpA&x#Xh4<9frAE;mu0DxN8JD&r{ESlGz zyEkQ!C|{6&kRKJ}w~)D@)V`qfz2L|`wCFi|n>$aafn{?IvZ@Q&y$BA!3#n9f^>8)I zO@hsD@F)xlAr}oS7G^HT4Q-$EsTMV>bq(!J3~f^NPBvw3!wnlr^3HBR>t+k~2@2~M z{fT=QHhdSBg&U6WJv@%`=WI~O{9f2%UpRm*EcR{0I-B>VYcQ25&K_GNS5ZV{PsFil z`01Sor)cC$gZIsz=^bvwpUriZ2uM;?1#VO@OH`a{)Z1bpd~pHPHXXr^GaXO+Jr>+@dhjd8myT+rhH)pC8d?}yg!;)qV+pwp8a@FJbzs?6BjiScSGoPZv9`{Z!r64G!IN1*noK&8ix+9WeN}k#vnp&Ie7FV3wrRGs-h6Z*EgVI;4 z`jl?yL)hL_lZ3QNoaCWmdmy{#SYx^aMSAK+x`IG@6{J3G)-6>gHfbq2!|7dy8hJ*n zN&2>!W2F+4i%-UZTjo))(Md3H3or8rYXHGy;w^htW@4sdT_($1=F7c93#Iv94)TIn zR+CwlLO|A1VHQ$}FVc5nOnl;-;LN4@Y&qj>;h=211z%kaa(*{v z>jyAXH|5Zj{G@v@{C40^{xz3uHj5r6`)g8ed1J2hOzsAJURr&;@IzjhOB!5up6^|* zB))woLcUB$o|JI@iEI8&BMWOuei~&y?0SB@X}<1(-Lq&xNPoU$K*1S8p4veH24bNE zc_DO1=9NmJGe?$diJ`t(f*E^^8A6QhS~OLEAp|mC;I$C%onkoI7bnqQ6#l^Ef=d_q zkQg0eD0W|*B@Q1q5GUPOtiDhzQc#${kt}UqqG4VDlMUTdcZfJB`HoQf=6jKmS= zqLz{bKvRKyY;l)f>5t$NVe-=I5c}W;&`49sWC3(CCa=sK7I zQ6NaDpllJ*o>q-|1~GO++z`4QW2s)YACfr-9gbNjJj1V83yC=7FuYQ)SjMk-;HbzB z@#s-a@AwLmg>iX>RP=@*7>+aJdZ6sKsdB8bLSDb>+hoPbK_Mn}3NDf%zDBv^TxjrI z)oPQ^$43K_=CXhtxi_20b|O{x1L0JhUzj1(->5mu_|27Bk?#p+Dtx~rn zBvL7WoFIoE5IYr=C=AFS3{pi$toadI%KiuveN=9FQ!UY)&fRRFb_n7`G7Y(@#agUU z7p-~1t5OwL7N@S346TKc09vMISzDCLlB$>c)Ttnq8Z?9CHf!yX>ddMATmac_)Bzt3 z>xlsk3`q@Nni@_QSa=T`%;6hJC>y_vH{Luj0Ut4v2*UJA4SWZp!QwHkO-<63MH$r0 zewo)YBIBPyv7Bi^yewJXCn2k@p@L zfKFrZA*@nH0sa=y@sp|@mbxuUtj*EA{S)vPQBueEx(<;;mM)~kgvmrW5XF;HWJV?Ln~YIbV#>F>kjR z>H-J#3Q2Yfg!Z%*_gHG?>O;7?e2{y874;sQ^bG{}z1Y+7gF1bVeC(I>9W7Hk`m2(k zTKtY`fN2GBAeIQi0U&&Tq)5Ax`+!7ei*e3?5!ZlvQFPH@)AVC$P)QLvFsJgcrzXuS zbx6OCpoJs3m6B`7NWAatvAA!@u2W*LIL)&ztRcp-vJ%Afiz{F%>=y{xdmg!Jz_M|* z<@Y+F^MnN)IHl=haI0rn>d;fY@j^e|K^v9B$gAWLM%4ia^JYW@C{oDihy2ko)v;8-n3cwe^yF~B&N#=wr~vLb zf)&fO|^qTdWwV4<>x#^x^i%gMcz>BM4ITn|cRqD*$=Dd_D3#WD^v ztqh|f^-H#FyF&DpC`JIjx;SwJ63WGNY&C$ zmm2@ZwYa6SNaozsoKgfD9HgWgCwQK3qMgd&{ym;HROzv>2v}l29vTgc8!WT?eL08x zW_hA_k<@uH9kSoP@LUE;hdo>x*+Bsn3^OH{Ez5DOFj)=kr!!RzuJ|H1Owx|Tw>DUC z&s;qNmT2`?Xp`5LR|{@eNwC)f=0PZ}YyEd){%NajoDHK=YqgfEXv4h_uJKi(u`tQC zjr1i=ICe%FVUtv;*u_b;2YS}cOnGr}i&;yj7E$Hp#_ z+mB0|(a75bsW~CQI>VQ7W$6Lch|NU5t?isjtBeWbl>rv*_JrqNJ(?{S?JODM-Qltw zDZ)J^i1z3$tqkZ)G=lD8#9JGoEip?AhJdf|C$*tzy19r3iHexGrwY_b2kLK|jv>(TQ}TOcn<^Hgr&3`_V7leZqj zOBFx>&J<6%mt^+BDWU>pA983@0L&`l?X3|n9c@G+m$;5nv@I$G&V&{dF_aC z&2M+D3Rzcg(~^-{*Zg=R&Uiy?eY3EAE%5%v+(wH%b3xT>)+STSbamB8=a$pq_A33> z{XL^4?``GF?KIZyJ6#47=$hOwg z$7GDBK<=k5FUp>Z`F2NkLr-LXD^?i?TaTXqG#Gu ziY?y#S+5u4iWea5ZP4foj?K$r+r9Pa^N(K&c8@R1HV~ON5P{cdgK@}Ys$1e*zW_M&s zRvH>GjHF*#{=;3TD`pqffvy+l+X99qIC zj->=2ENPrAKO%L@U=(G-xb43tV|4j2?F2C-n9iZxRnbleTf^~O2v@1bRv6!+=Da6* z$-!2Hm_QJjpV0SDQOe@Vu9uWZQojH5pUD`?T+JAfucc)0eUyJEW2_!g3#rO5WBcg_ z{}iRZOxj7ZEYi?Ov2DgVjO;GeT#kJEk?SA>os5Ys=Q_o#Y2ig;zLJFq3OrmC@V#@o zVy5{J?(xo+<5{wbTTG3R#`&NV%oXEq7*tAGZ;gJ zwG{bl`DQ7s=?io+2C`5qt7E}{qvifZzFrG>33sGTkqTF>{gZRj1v(k?V!rb8gK?;i zFM;!&UJjbFs$Kv|-JQPgX1>@)FibfvbTWo~R!5kV#cd{1NZD;$pPl7?J6zt_%{T?c z8E?nRsNBsY<9W)pAl0s1X*VO31z#%03(I{!Dbo4DOxD-f-5kQ5UH4$_oL}%Dms54~ zaERcQAa+>x?ik;)W|H`uaNVNwLCP1S0qi<#X z3t)SNHV&}QdQA+x0(_{~+%ceybIlqwd3d@y)QRwf$#w|_-sg6%dcMjr_8?a4d3fpl z@^T%i@!D{0A_A8nUN}lfi$}SB8_~<9r)+fmR)ocvBu`LS`l)Hvw@MCIQ`;r@y zYBGR?ITPWAa#s}$K@#QOAPLYaQmkk`5rbTa zAv-^ocQouD?y9k+kAtu-^eq5dl=^2f=6h(OyFLN4ybxQD++Xf`?E06x0=5i3Lb)s7 zTlpwoGD8v+D0d~7j}A37Bqh2R6@?b104+KAv~FUO#?Z-_8nS?;JFyT+`M6v%BPuEA zWK4m4e5s)kwbs43ymCyePMQ&|m79d-TLZ+bt$YF9dnk8RNa`dr{vPfoX-FO$Q)6h% zm=5Kx!V3SIjDfgGSwgw%I7ovP%3W;(6w;OzjoF9Ypxjj<{SeAs;ix1uq1^Q{&je?F zP69~WmHr4VNxWa#v_kN<}{|m)eMmJN<4vfCDa{G2cwe%3UE%y(*t`n~LrfVFI|LSS0Xg zGNwc_{zkD_f_anQ8-FVI-;*)u$%+NWN~K!Ro4;lMDoQDKA1Dt)e}M5QDH!}MO3j2M zT!S2z_fw`2#T#~%DgfIS?Azih?bcJpF5MP7e~VHxk(HF~=&*cmAux*QuiuIC5k-81 zV}RF<@ItXP`5->``>S$I?w4b|51;1WC|9AjvHiwCTT>mzn5wR}GE@IST{Q8hD3$)z zI5Fy{QQAyMwAHbN3ew{6gmNQ(?V(j{pT?h}6lM33Q7Xw2X~e z(+N~EYF`!LWGR>)8CI1p!{E9g_QjXE9z(x%6Y8Z7{!GSLj2vKWG}%s_*l9_up022L zGz?XE_Fn10i>UsldZxAY51ogjS%*KVrSU;%(M5Ck)rdN><|hTz#}tTZwIvfUI1N&p znPKf>JTb%+wOqm6Rqf>j7lk4qXydVKWA0TJAuK)J7Zu2;cpRZc zsd0;4&QMk=_mj*_6py`e7Vn|Z9@+mWN;&4!di+zA%1v&E75?88rPODj+ds*vYrRxE zO*F69phc-?3*G+`>gQVKdow`EgG`{U?sGY4+o^e2ve-)+Pk02X2Xznl;x(!=-UWNw3zJ_(BCB&k&r{*VV zmSb}p4~(%PBh%WKFmazuEw?EY(K?U_e3&X5xhm1oIuz}Dm?>Ows*uoHef8-tcdg0w zI5LA4rTW3n^}WwWwu#M4``Wh+t3;=kvyUs2D=uxRL}%Xgk821OHaT8o$g-a!~^Y)08?z6WrlJhiWW z_;J;VMwB;2U9}ci1n4$e0S1bHd6Mjn*L01P}7no?P1MTU@Cr}&eRr@DQ zehkAlQo-M7OdVfi-Y`h;KnU11e1Cie@&AnZaVF73xYa_u1*Vz$O{duY4YTv}R4Ykb zD+5y}*-$%#iK&g*P=M5spE^x|Baf11=r`?93;mEl6@kFJCw?+CUPP|WMt}e+li+7d zfxGH%Y(_yd(|Z6*d!y!&6n2x!?A0@K#-q|SCOfk zUsDKbW0lEx*;@qFK|)Rgg0N5+J0(+SRI(*Cy}SZ9vn5F4)7CCa3}B zu1xvlYqg}Wd}UyKzi#-*3<{h0k!t$2>rQoWBa6@xittGa=}QVb5%NOOE2*KdGoi3c zSg%?a>2s(saHyBZr{!Ce&#U$xbF!bW*?x#`^}xXPI*|49NQyc<@yi2yox((nG<$*+ zJ0ZbK&CZrx?!YRINs-8>K62#0jPNJdHcTIBl5i$E!1kp12?WtdRM+%XaS6IA3Xn5_Pe1=mIBJY270z#OO9zOzpZnoUJY~&b=PRNrXvqzICl0p4)sfR8RrR71%0O=t4{DEeU|88 zRqbdYl)?=gD1MTFh4=NsZ0sd?m1V&7I}Ka`Y?{v-?iLhH8TuU<*Vm`nwc^(e831-c zd+CEiZ4pd<*`X4fEgDIs!Y}+!K z^vaVI8uEy;qKuNE%p-w#j|P(v=K!VXfW{>6M(7*GpVBWta4WJHd0(y?jU+wt=o=!L zB}|E{ygs<@zTP3xEWfdL&;0^(eJ?GtMaVxP5QFC0PXH2r+j|Ma)MQ^wI-wL(W zUiD+e4}F;K%kF|E7v$a$$)R_*bk=|u1cy?9*t+95mC_)D21R~tXoB=w zo^4p<+p-Xb)EGspLWQORx0J%b(j=olFZ)q%M3@44p)`*x#D|BF&e|buROHmIr`Mq0#^BR27H6bB2s$eum%{;9nq~K0C;Mv9dJT(fM zQj~6;-n~?`(^M3Mn`RiE6z3M=wNet5Qo?dlP)#4Dykpz4^f|WV(F~svn4GrXnwF`Z z(PCE6&sQ|~GGRR}#~RYJ7V2BLPLChguRGI&6{}v?Y<+s+Oh%pSG-)ajcek zt(N|*mW`sGO{<>Et)3^Pp0A}|ptN8lIv*dtKp)Fv8_HVRst)p~ml;$qKUS}JR$rpTE?fui3jj*14?NrKLIgyi_mu7P&-okXCDw zTWd;6Yx-Dicw2K;h+!;TYu*YyytRXtCnz40Y_gJN0Cd|qDjSV5rH-cQ#?)zdy~)jk^5K6KLFJJyEeXrB>jk3Zua)9PGuuO4n|pK9r} znrA*E=-fRoEePp6l<7Q5EmM}Xd`StF4%UHOFFm5@z9!b)8P<8u&+cA}hiI)OebIgA zsSD4d1;e9@jsFSGSQq(i;eEI+>WS`Ex-MdQHqwYLMnNjdjV`A2`ZnA;+Q}y*y2Ln2 zJ-h+}ta3eq2wiOJb;N@Nyc4~KM!ip{`pZ%}M06XuXL@7-(H~It$*uKQne{1&L&!4p zvDNe`!1^?A)o+$JPV@EYrK4$34ZbUDU2p3%j+8;@r42ryZ;}ujuu3m5@EEWw(=eBB zzOUL~9WnS6vB`e23I1ikw}NJZtHn)cNU&qTD{a_-xP^vbDBx)*x}qkiY$#4lEo{6c zI_kwpfTNx_EM$__W! z*e0UHa>m%2*aWkD$A)LO0dbcYd)qF+$lhArLD{)kPF-a*g`8Z>LFDUz0@Db(Rd29q6y29w zxa=_U^#~rbBO+ttx=eJseK>2QxQP8srTzHw3|Mlr#22051hb5CwUqMxEw}Y3+)qP& z`;g_m4C#aEXS1xjj0Bd0J00+?L}US>_zI z;N(O(J(ULmZ&nxi-ML5)G##HtbPJzD987GY`RUZ0wl|XM4(w zP~$N)s!aP2FLu2 z8ypqZT%!)(RxiJ4+hL0w^F|VI<6H^QISR9$3PALP63zH+90xtG>cy@^W!A+C9ee5= z>pQL_RqUicI=#7ctb2Vei{m6;=&0b5s>pk&^zm9b5?#^D$s@u^IMeA1s-woKvF50g zmP@qy>GkWCE1kAI-9U8xdOIoNOCGPADbX8@z?+(co3A@g`Z`wzAMGr3qV-H}EO)gG zR&N4MoUzqz{D@ubDNG$?qHRW(96|4!nMcwoHXSQy~8;)P}ijJrp?Vf;x;Oh zVmAuMt&++^vP{J(?AE68<3p9rh9CW- z7SCgy^y9tpA`LceXv`f0h z>ehTg4EqdRh%1^d{hy{pOSGt?eu$ZIZ1$85d@EdPmP8TPaNa8ZnZ&ia;OEv})?p@D z7?ySrQ?~h^>?fne3Mk6Dqg~{kyYSk)E&rr6P8e!9-|GS4aYWH{(O+vdxg-`yafr=X z>#>e1iOB3$MP2hnv=1I^k6E@OW6&(IbQAd{zgxo1T5M=fRTcj?#KN#vn%P|A~K#NO8>>Q`z(% z`zcNyuJ=*eNzVTD4F#GESqAQ^#nrq^CjZ4bjyBVWf`)h<1`olg@bvvYSsjU|--P1G zlymFRqW`v^hK>`8-J60z{#z@exz7n>et`a6Vh^nTzD3}>4rK#Xww=4lIEDKnH1Rf? z4nn_C?teO`Kx26IkPjRt8shcqR|qml8VVd@^~9N@<&dSNdej{plvegYz8-?`re|@5rIhd{^xstlqqz(D3`B+b*E#Fz zJjc&q|59$O=Ti*o$Hv6#A@NJ9MB*Ws7DJZgM5!x#7C&s*`eQ%$3I@>==;{V@n$LQu zD@qK1mY%fU?UbH^pKhqtYzW^%&j4SrEzdgODL`kxky(%anG#j8JnzOe88WHLjZspn zijRJ0uX>mKwo-`;{Rpl1jfqf31#Uj*e28h*@>12iE^WFG=A2M2JL@+H&yogxxxCVw zwIk^^~HD)&F2WxnslbgDn)48-L9)7Poz^ge@B0w;VH<)DT+fZ_0qs ztXB%b!O<#X1t2aDrO1+5wXcl&9@U~enqx@h$qB-cJ414ufwGfd+&4PTy#>@SGnG$WoSkJ9M%@r=bm2^LZ z^}2UY@}hTqvgZFD*nH6Y%k*WDI*|(a;9fRW<|{I^lDm(6o(!xJ`A<`#d?j}8y)wte z?-JrM%%(!Q>Qefjoc*}qdr*H?N+fKqxxluKpHh}YhrT*3#Hk%GCnNA%G=XnLtb?NIQevs9!)l*!6kZp0#+QB+mTcigGen8g_Ke82e)T;=JX~vBn^HWgNHiyR+ zd{b5KuP(MCP@wmUUXF|n<|!M0wy%e!={(#Pb`hpyFTPF=@paIT_X~7y@V`6v_?pu6 zuaxiM-B^;bG|7J;BE7>+3iC4%3Cks;5bGCLzldS&(qI3@pR@VpmxXK>sm26u+vCq~ zVY%~L!^(d9GEIF zr@@!h{Y{lFK8<7jwnV<{>lvj%2C9@&>E%<2@vl!3mBxWy`rJ9ljlX%_@|`{zG9Ug} zZJMdBsV!3iNNZYA%vPk7N42#pr{|o9Nl+Dn1kF}HZZ}Cceb%iY^Z_|c9L!N-*M0@i z8Vcs1zwKAA1v(i9nKa9*^(a@@m{M7)2$!PG#9$ZyMh6)eEX0{Wz76`;Ymk{sl}gPs zs+qpHX$@_QJ>dYVOk9TQ$ir-qN_()p1;r$M!No>~5KXUM2 zj6TfiZkg61H|}PbQ?bHH`X*$fj{@i^+rh31tTA_)lo&f*AZzZlvex=h#IQ=tLh_*59Ndw%QnTdBRf*Kt9 zasKeRvBheS%D7SSP-{akW$w4F_DyQbIE$HKS8};-sl-`J=-GBl&3&T&s>o z@53zqB9p{>l>bxv`F}Yj8qq)zh8z2z?PnpOZLri?$os{O_d@ihip6IBhO)ln;SGI4 zCl(R%T=Rht;Zc=o;3|TR^VT;Twrrsf4lQXdX2Zgfm9zXUT5Xk+XIf(*9qr2;jftvn z!8Hb`)|shGTpThkzcTHPH8D2dD=NBt>vgc2YnOc3{7&L%WbyfijZuq&s%LC|SAI`b zD1GQgym55jLM?uhsNTxvn@{-2En7Lhisk(AVlvYm#VA)|#MPC>rKih+6ucz=uDfv8 z%I!ck`hIxg)e^}s=cvtr1E4sEYcx?3Gc~qd^5}JsRs=!gk>&-sy5&eI=jxK$VFMF9opw+8pz(fYh$XOrc5LF5vW?Nd=DMH5^`riB}4R zr^Ru_4flnrhQ)bd0y6gllb|5PqMpT_YF$~ z?&EkDCHnF=0JeoZ73Y3t?0P{=RF(I*HB^BjbBakK{;?Fy9VG11tjvyBKz%khEm!|_ z3Vf?Q|BG9HM^h5Jy`L@t0kWbj!m5GvaL({W0w%aYYMYLp|F@mf0@skDq>z$^5Ks|` zq5y&lTIesf&>GdyI#GnO217tqXvj>#Gk`o?jm2|MZK914VC}fIZcj2Y>Yylk3zkVLc@#3V2_5jO|jjg zag(F5#DaJfBY37GKHA@h7E!c zL*^F4g%?THAH&xlLsuNkC>A?u5X%`KD_$JIIUmb)ANvC@{+=x^Sv5`=k6W}@L838U zYCnz~AzmIYf!54N&@G-LE}p$MUSd98TP;$TD#126T(ME|d$NMESwg070$YB9cz=SG zS)>YDqEB(SgIlmmaAJCHB5QXd`+lO=eylfplCN4)f@@MxBYTLMLRfHY#C;MaUUCdx zVw_rVf?INOY%+6g^5^;F$oqtBy!c!mh)XRsad+rlC-o z>yK!jPgvehS5U(q)k{ZWOl1{H?}E+z=9EENoW4jEdDx$^zK6wgnIX6@^JI|e6%=uo z47ldM#vT4Tt_COvXB?9Rn4&@;0X%36j!97Vd8%vxWXF(p%J%V5% zmgpdRkrF%5A?Har=gU`ih9-Hck}POP^=vMO?rWkkdb*KX?mNfaukpFm4{=%dxexGZ zF`~JG>MX)3@}f<-TnD+52YJ!(`EndA3L)}J1G!I)d6FTK>WIOb3;BAN`4m_M`U|;+ z>IG}A1(8Vw<`2x4=JM7L1*#9ZjvU!8CERZ6@_?@e9tSyI3qj8KMVb)CBC`10@TfHD zZ^cu5D9{((*0xww7cRxTIL;l;_;VqzI&%bv%@w<3{#SV=^Kg)PXwE`LWOT{7b4dkL z6uf(BLrQ5=Q)$aWDfpqZ9Ut_Y1JtDs>Tw74rGN&SKy3>pBjTZT_+e z`OO2lg{I8FrV2x~_!)QZ=LI=PQ~K+}tktHVQ1wbxhf2cu%7Mnpm-)(&yGk?*W{hSz z%)?~t!3^BgApGVk#mOrC>#DN;vU`qSL8`yVshKHL<-QK4(m+Bh=m0_A2&%uK=b8C$-}{dKymn@xPUaTqe|TAX$=2_dKDbX^vV`53$X$w> z-O4mcPXn#J`>j9cyM`qyMJ#jF(^56L3bc=K#g43m3482|lq8;7O@^?|!YBkK6)c8& za8;FTmb%~4bbfd3wdCqWuI)8m>V*$0aJ9@efPhkrkdy6(97a<6w43@;=lg6Q`pilC zoaK8NyW3fF`w@luA}srKp4uL-?6T5ibAbJMVLdP*O`pSB$dGH2!myksdC3~`Ns!w} zp9(-jZJwIn$M_U8EE$W#WJ{ltYoELekY#&;vi)I=!w8MG8VxZt`Ef%@380~}A(k%~ z8LYxXvth$kG_BPwHG`6vPESJ;3_}8NeR@M9a9G1@)V~5X3pXWME@h?98 zTv@^QEd}#KiHkJDV7wvBP6GzGQIVF>*u~M(`%!0tF(Z<3k&O|4xN&CC_-mn2T$GF% z%`sh=i4n>1CbMzx#o?$WNy=qu;@02aA;&VGk0+9sBvFYJ7>~is%Q8`4i@CX`pu?^Y z1QjaCar|MDghYznnvA@|GBBWy8MXt_XdYa+-ddnNoL}RZqe!1uIviX=p3MhIW*y7_B5JOYlBo-?ZaA)N3NLISssope zRUj;4-A*CF_@WOe_S4o3rdK&Zj(fg_r;QKKPcAL9FfP#=Eh8y>B6VK6tXY<_SfPJh zb|+k!XJ1inMITEZG!He`yH3AYizDuz^)llk5Q6)&q-{28CichS`VUKW%6C=+}Th! z*f{swuqMcR3Lj+yufv185m8&PM}{g1wp4OA&$>2UB{l_1wH=C)-RXH!a7$sDmvugUv4st)AbPJ>}0MzGVxZZW*4Y zho3fqPMwzr52aU-o=?4i11xDLx6fzD8R*S|Yp4=?QvPS#WoMn3XXMOhI0k2%uovj` z7fuJ~37+6*&qYm$_xhCQiHODdp4*XR+EGiP4`F5%%W5^s=qc{#CE;r(l8B4g9~WP) zkI74~*7GhVY0pXat_YB>*T}AqQBxHmp33j5R3TF8^vS0@=|3V*x<~pr-uDW7O%HWl zkzHTI5!|dW-Nepchj`quX5OSywE;ZZ+_|SjXpiny_n(K));z!-(&2azEXVi8P;y~D6iyhhLFA#( zkZCf=2`U==e{@a}Qw4l7*<`M>Pj3UBOru(}2WNgSxR#Q2424sx_F*?Bdume`zv?|2p!9y5Y>M zC=jQ@xV6^KbdI>Xt3Yd!0b;z^xEnDo#$aT!+~F@kuJu%8HdUllZ#?pFZM!#~FT)y| z`f!~&gYu?#Wf>s4xgJeH-_mmL)-~EzVX{ix?0kF9Yo7>(pY3Noy|EuHiCb$RxPzhK zN6J_bA8fua{g1aqpDTaB=MPpiJm19*w7p`4wP=UuygCzz1a_MJFZem0_wI+|_ZkGT z(y`xD)ZLX?n(u^Txjs*mcQqQ&dl3 z{P-OIw{xl((@#5Sh$P;gmxdugJ=!@TSySNcFjCosc`40xIaU3IVgHJek_jRoE6lQJ zC{4)@rw*yi;(<6`jrSfcImnAs3;mK4W!wf8@xfS_4-_LZPqAlVOTjBhDJa!)NN6}+ zPh-ewIn4xdXdNiX7MIvhLC}c$6rW77oabuD{I69FW4Za2^;5s}&E&nUl~vTnk_hE9 zPM4yTv#MoQR(d zPILVbfo<0Z6`)-Y!AH5X-=y?sw!PH#PxeEM^aS?(oRN|C!vawFIU&&&>oBSSL3Nze zaCvr`GY~;=nzks6aGHlsiMp&j7qmL0mtlLlZiKdtJ8#9RfD2a>U5Hth0Ey7fX{k=b z{ciOtjr(Eq?F-Z;Du#uBMwU3F-5_!6p9 zDAA@}pLyg$6o#aKh`#AEk&_GM4*uIY4YLi^kb*V9W1SFUgmz95izQHe8-&^TVZ-g9 zol_4(5ia%bk$|mSl*gc6^bA=j{M-sjyA!#9`xW&Ee(Kqa3L48qN8}lPAwcLC<*`Q4yufptRNmJz)};Gm|n zbs`uFKSkaR=?YsX^+4e#LEw<#idFImv~zlY!z2wcQb=9gGX4jCLOZAI!)lnD`G4Ri zMRU&mh$;Vv4E59k=3_URx_*ZYmQo6y=ljvfeTU3%hZKC!&Z#YeV-`L&B|p)FtOS)~ z_InFTXy;V!TuLzns~b8cYTmb?CzngIz9%B(K9LrN8T>^EIwd+l5l;UtoT}*pl_vWV+*m>a2&EGWw`27 z1v6iAnXUYIO4a9XVrt8*#w-i~8Y&}oJk{C96}FEWV+RQVt=F`+;e)E{7_&Te+|~~C z#hOYSDou3VJM8~ViP9q4uun>#1*o)4`&hd%CTQNq)zuHBTLUD5v@d@Jww~lyyj@?+ zcpRt!KjvE=w=`?Nyq(Lse~xfB>uxBrKuFsq|v+($VlLTjsVnB&4D(sgil*Bu+H9qSx2#R5&(Pe(_6jmffLP;huYsE@}pUS-e6 z>c)!&yZba#kTrYli;Hm{6t`q4o^ zUuFUAoFes2H3vleKh(WtR9s8HuS>85f`lN!2~L80aCaJacL?s@K+xd9-Q5Z91b26L zcbBH=+iSgJ@4enL_CELC^X+__V|4v%&Z_DjWA>a+J->1fAfCosZD7Z%OGzNm`VxbH z!?U5hECy`t@TGN8C(yONfcotFMeox5enVMxhE1%i_G&e#!8{qfXcMiy<_!0su>iK6 zN@!gplHzPT1D1HqoUVg{3BojSXL-(>rk|*qAmZ`frT(C!Q6%}MHay#yAOYSnWxe3e z5V|WCF~S{#{;_Dn%oHa~wH<;5mJd_U4zXqId$bGW-I@&fF`aFr#^TMR8m6Mq9(OTF2r+Az56y>85$*OJ~btf?^0<; zbi(!4Yq5;qwd0bo+LRMCGiB@4(8zZ*w`aR{=Hu2D$GXt44vi9Br>%PHLvEMkvAW0a z+U?1Ov~gDZT0giL0s_fm!sBO5q<79)0yaz-1!_cZ{9FU=vXvn>2a**mqf@ zrL6YRS$4;{N}9(f?Hz>xY%rx;mdv(Won+F58pn0to4=gLv=oLEdw~(1jo0)Vz`X1GO+sC%1g`oG>Bv9}Z zMVPd_3!P3l?Ohk9tT3gHFjagPsrTQW)4!rbg=yQm@z{jv;qj`j}GcN9WdaPpqCwRDVJdE z6?g9)aGMQ49CJG$?{=v>9<6Pw}?-mL})U|u9oZ^@YW{_R6p?tIC3St-6c$;vc;O7|ht!$H%j!Ps9zUmgd=38gZ4 zyHqw|6QGh)UXetsR?1|l6dlA=Uf8r=seo0fBD$`hDAFbA(!_+)WvxSz-a`?*p#`@+ zMK8lXq0*&%UnX{G3{6_rUol}ys{%Z-pi z(C|0az$w&8Y~mfoJsN7&k?m(2XrtgRFCXeo&ww|8se*cD>Ck>#%Z{fH4yd#Y!gq}l zj!iAfj7;hdyA?8GB<5Sm2dij0dd2OE2FFth9|aiH=iyZoxf42x!-(;twz1D}OBO2|9QA#|ZhSbou9Uc~G1D%cwkfRsQu<9`Z5)a+ZHXqyS5=0LP~Q4^TkR zRY0^+cnef`7pZ`hp@1AYNtKO+Xi^KasDO5+fDTspfU1Z=r1+6u5tC053!sRttB7Nx z_zCJcja0^jbMpYsuQX->QBIi@004P!FDpA=eQ3I7| zpc>N*rLR!QX}c2Lm=Zmu64j()(xxJ`suWL|gh_204x-^02BYN(-}SlWqM3yzo`Ua_F0jFSW#eDXil;(mr5ZFj8uk-bcKpc z{j6lW3Sdn|YD`5AJS%;tqJW^PNHix;uc|z!q5_zc(N$F|P*DfYNkyt^nj+JZ!H^kF z2H_1YYtE_r=9?nmcm-7s#>+rtBtAI z1gYAd&1-_y>uovwq7ya2aocPoo&gKJ&=7Ra=f=m~GwyQZ)zJox4W&I|F$RKs9pRiP$%6D~~ z(e>(*rfPmq3ku9j&O(|l%=5+>8WunexrC*Zpe3#Pr8IU8nCvBsz9q-IrK~wkXH-8L znoyUuL7JZni{PJ%DHkQmSbOX>jO=l;^)XQC#dR$g}&oqZr z*XFSo2l{5``sNpi7HG3q$M;$$_;e@FbT<%mAW4yHKO$HAgVvS`bhiO|I~BU2eQT@r zEo%tt8}v(?^lR7E>nHSjE2erj*y~#^x@QR*=LL%^l*J?8G6TiYhr-4 zJ=OIm1pR01jmxw3ogke#m-QQ91J&Z>e<*MhISu?dH0|oWcN>Ygh9A#aVS{0*EMPJ960!PqsA!N}`H*lswvOw!5)!sL5p+mj z4L(=SGomdspc$dP8myWwjIAj{ngK#g*(>=(2JHMs=;Q`p1h-sWw&Bia-s@_8s@#Uk zPv1pt;&aR+pKqbwZ=n$zGpU&{Gwh@ltVSS6!MYo6OwPPX^oL@*T>VV24Ph{n1~?wu zrtSeBGL7OccXaS{r~9^5=C|>M*34aY#S-_##Z4H^c2(}y1J3ksh&J_$SMR+ITQjtk zI(7g)Oxz7SoHU^p@8IAPyWrPVl{;2$O-(E6_t_oxR1tM`&{k~uSL~=%iPpD7D)o1Q zcKP~OunSG{+9zG+Oi*~uq@}khIksTd6=>|u&=R)!EB6J7cad;RX!p&u#`hf7O`YT{ zL>LZ&Y!6A#P5Eu*?{#({V|>eb?Tcdx=I>5+hl%`XTtgA>5Bw0JZq&mV#AM;uEq{(f zdz^#B;Kd}h)uAAZ$bGh`^+DaexO5-G7=|N(SM#|0BOT@djRsQ|j$=*nV=Xm{1ihmg z%I(y7?G9ASoN+Tj{v*1m@4GIRN%NMks+NiOmPhk+D`Sp zWwNW4qnQPm@}!2iv9{s3j$yuoN=Kv6D$wj$G|?)B!+IY3R1U!~PGf;@+{$6as#4b~ z*37D&YB!haR9pPC0@2ED|FmlUR3g}dJowZ$?sNq4Sgp{yG|I4#Si9-fdIHgWGI4Fu z$8tLJkZpgpXv_jK6U;t)Z#5@=vbAqj4z$tLJ6#AqTW&bp_c=*H+j5~_rZLzo*qfn( zS=x}R-$Xp^#LDL!$83(NkdAF9^w(|A&yR-3FR~cU zhx)B|`7QST0zxex_)lRkG*>fhT^W{78|*gwFXp2z=U#1R_-x;ppTC#4Mfr4=XLfPl zum-2#Kza0XO43tsRGk=$;7xdo88C^5Py3%IDr zyQu2Bh+W*CfSeVg@5&5Zw5nXRJ6)i>r<&W{L4b>9w2Lmft09T25u>Z>!JQz)#r30$ zv7M{Ao3MGbtC583?v0D7TT#p}SDOu2+lzapqI+^sdrkGdm4K+7fSa?tn+vD2eF)3y zpNJju2S-S&OO=~fr<`;QH0AcVQ`V@=NCgTlo94?A}#?kUdb z4k6Iaxr%WMnqdDK;%+hV_#?@k0Q1X>@y~E|*C@U&ClN2bX3qw5P~?F}<3>|$ z2q=8&srdrbvhmb9(A2izRrw3lA>jQ7{UwCJyZaMvukTB)`b(dkH!ZXGV5j%bB=2Bj z@8M45kIBCo0sZrUkoAq$ zi2>lIzS~+Bc-hyZ1Hx$b;Tf9rJ@4KXu^7_s_3=%YSOK#YnY`n8Y(319F8WVh4# zb%WMH0wz%Y5hM`5v)~JEba|C8w`%rH`r!*+fZQGU&ImtVv_Nv8A1%1N4$%Iheh>NN zdAk64k$;srfPhwTYA$_q{KN|Sz-9SL{DA2CF4}1@`Jf@odvuB9z%|8kc z*#EN%B6IN1vj4H&-_8ELi%v-IBy?bIuN(i>-G9^UzXtHn6Zw8p2F^k6iqydwhG0;q zujax3{?z|Du>XCt|KC>#`D;!7eVTh)5S#nw@dk>8CaJOM()FePEh)`7Pufghq}`~5z3naY$#gYIqS`Q^xz@O$ z16Jsm(rI^dJ#M)WrgDkpejM=KNwMO1^x#q zZRou6YkteIi_&D;odAbXt_ z5psItf05F=&MR~-#$q8QZX2);NBc`cE4+Q=7TE3Yv|{R}g0-v;03Hc)CN%Mpa+XxL zrow`6*bN+c_)88lz3-0>vizQr7Jcou=YOfF?o*OQ6=Dy?dzF(eey~0Pv(4HVq4knP ztpl<0RDNIv6n+)!z@}i@^M8@js+uj^Ep*#`=TK6b zhq~o<-s<8nQrb?GyO6y+NL-2Ps004f|3pfEYExHy<5rJlk8_t+mTPo$u+~X%##Sv# zkVZZKtJx>%Z&JEeQ{1(UQvCA(PHw&fw_BRDNY%GXIkKDZU*kzcXV+tYlhPl6@2Qdy zrBZK&+Z%WkCL9^Sy3*RLs3-Os=5CYWs<|)D;#x5EELPw1Y|@r^g?hgZ!6QH_6jl}c zXdgENKiU5GmfX+58l!)NhFQ(4$$Ff@1rr&47yd7jZUWx{!^$?3m zHuBqw1<49>6X`s1re1}P0cz58A7>l+&QvGAXn2Od{8a61;i~dL&dnCtFCc1(_ywhq zb5PF2O5oL^JvO=14)NXL8*(na1mFqQA;>EDofc?r1+17NFJ{7f%=y7RtfU{9{W*Ig zY;3tHCeD}!`WQT~!VOUJa0ev&SyHbeEM&=B%M)uC6!Wd5PdAOqgXv-XPStmHbd9X6*j zE{YP_2#a7osl1TJ_pFQ#^X79unILX3y^R`{mj(~AF}v4X42N(UyA6aZuwFgyObpnJ z)g$Lx8p>>q>G0UocCBP$hLCOVMne&cw1d=wUBMDMm{|9y#AU3@AW}yVvk=B!%XDU3 z96O&@=#xm%bQfVt02Q)rH~O4Zu?ajaNp}3a+mFzp zQXZ<3Ib8*EW$OST0I;YCgRI|?!@O~qvdj?PLRR1F#*-U2C3RE-EA6&a_Azqhc?my7 zEp}kJGDT3+E#@awCy;#ktvbM}jnaeN>lEi81)?meHG}KHZD0y!N2w$y=hCKYxQNv* zOS$I08`c=FNo&^xZ{WkamU{Gnw)|zq7D?YyJ9*Lx)LXXufxu z#{2i2DhV9yEEv`pv*UB~>1Oq?T`g96{eg+$K6bHB!Lue3vh%}*Un|Jr&h2lI$`m;o zTVw#G#f92^_BOR`2Y?ID70~+QxLaFW-8uC2;06r(|BEFTccQ7Ebp1EOSVG3yH{|jS zUCUUzmt9=Q3R~;g5^8*FTZSUyt`djMb;#Juj$51Yh`=~O8p__jhj;U2PViR^#$5oL z5VJ_`yY_<9mmT@H>K5O})zUuJ;vK&^=E`x{+)y6?wYU9;AGU9tW*|s$y)+aymCt+=f4;YZTpGhZhJv!-ch(dZKlmhP>aFQU6&;EfZ! zqTjoBjNlL=^kVz1Eq4f|@3#<+@F@ZVS3a0WA0_i2V)L~VCk{t*z&1LB>R~Zkm+QTz2#Jj;NP9&$F!)9BKhf-om58S z6YHRBRfw2R5(eI)*7;nZ$pc?RAECUYzk#H`afpj2j>iNUvy`O$&VEpYAx({{1lv3R zSp+h1H;LYSKWrLb{!hW)iy^L!e!r+ObRTT>aebrWef=E$wKY7%Bus}Pib3JYVm1_^ z$h%n1U2Jx^q=R!I=@#F3Ec^p8-CQ(&ZYKq}{FL}nXI^3vmQQ0%F%?$ejxiJ)eDq-d z6PJZ=G+u2fzMtmXpU1EpbAR@d z1Z}Q3L8(OP=6Ho8WlgSxjNfrOy##s`(Ma!NagP$Go6Nr-h21XD_rEy(*CuCB?rWY*c+fNsuFT!$j2@57!!PN+zcWvl zGS8nfFY&Ujn=?l=v+g~z9`VE>G`dij9sHC9gP#riHM=7e9?>)VU1~ORYIX-#7TR<6 zhv&?nJDGc$IXIp;x16p zDp18QP)jY)NG(unDbRT?Fu*S~;x2@8(bCd+k7jwmf;?;PY~JTQd(Uhk>3nDDeDPy| zo@Jp&X_47-kSm$a02OJ`Ml6=~_kY)CDyN-ZB8(7yDcn}=_|82F6$i54q+-^9?py(28=A1 zZw!}jm6nf7mrZipO_!?74j0aQRyd|sth7|DA&cy2Ro+8M>9DH1)PjSrc1NiyC#893 z$CZM}Rae~QH`0Qj)GCyb>h~+vW6M=G_f?YE)m+@w=lJDs2}+P?1qX&1KM>TA@zm5j zn}?{_;g!ke2h}3u*9jBke6|WT*(sF;)f*5rm>kz7&Hg~-tbfx| z(-~H;3Cb3CPt>(4_aSX?)^5BHlULMMv1rXxwW@zN++f3#g<{D6CHJF8S+#3gQy5R# zwWx0hkBZkwG4P}j5xMCHK^FN_0LxPo3VCffs2OU&HI`}6>TedpZU&b$6j?SWfieS5 zu$aF$>Cv{-Y5$cCsBP9F7}Nq4HAfA%RIFs;JmRH+06A8zgP`Un?Ur`~tsMkKe+b%6 zG%+5P+uT#z7Sq}rTiVnMTLt#o;vh23Q?%_|N3j!5ZOdsL$DsVxaMSe@x|6idXP%a`GO3FdkXnr^v6+y2%X zfZEoHA5n#V+BtTTYXzRvU=`sa%#n5&OXm#OOf5XsW`a0Up zjncsIQpZHty|D=|9070txmV8Mt*b$=WO=XXXs=c^9i{aj4(m1^oj#fHMuCWiqvpOt zyuN$wZ=7`OT-JRi=_T&(yDifDE!+C7SNm;W`t1n^9C-(vbp~9$2i(&KJlh7mR|k9| z26PAqyHav?Jh~@Y`%TjaKR{M`7`^Q=={ng~TY|ki!gPiP!~3EL2f~lvX)*OmmG{c( z^kxzc%b)fs@%B|(4wtqKm#+?&jt)ZKMsVE?Zp(C6@D5D}4kosZ7$T1(P>g&N8}T6+ zij5e492ptZY3z`d`s1zKZC&3>*wnY`VJn>RHMK{)eTCu=8{yTLn zwr-4lZVVnYrpYrlsR9jm9N#CDI+RsDPXFEDJ+dWRb%io<^-^?$B6Y{B{4iSc)HZxh z$o~2=fnrnm1}q6juZ+;%@D@D$Ksye8nZVOYMknIJAX3I`Z^5>iGLY@V15W=qmXpbe zAVF0o1-Fu)^&tVAX&`HpAHs*s%ZA$VJ9-Fb6m@i2>n1t)X7$5nXv${hhG!;EXDG`# zO^v5TiRO&(uIr^`wbPX7p=Gk+O)m$`}Dv5B(2iT1krfq2X5bOQny+``*rciKRx9DLTD zf1$6IJ{v359i=3iCGgo+_FP}d7-A;eKH=Toj986}+!m?WHi%!R>1$0tT~~wIu;1K~ z;T^sKY_Jdu!o7aLm)kM2+R+c(p~hajK;CSp*izBkQ;Qnd%-EYO+0%)dmnBwT&8S%) zTT;^7eG|VcUD=}_wQgwp+c{dAS5d3C&3{N|6!8yA%)A~>FT%{1E2HwVdB|gJlqjE_HR3v0WTy3YfI%5+!=Tp~^c{YN2c0zS#0f2@# z#=trs?MJmW^K+G>DIK2=lYb{0MHAT*-@K|EykX$FdsTc`A3l|fX>mP+Ff6~hm|E+o z++bMSVpwA5y7aHPMA^8^y}g{pzf$DC!c=UpvD(JXTEvHZ!`V4bx2!f+_DdqdA zA)Qxr#N7;06I~3a@PTK{=nJeH-@Z&J(ne3Vv>)C6Y5kHk)L+dJC}gWNp*gc zsZs=7+=ej-GG-AfR_!ZSoe)lxh5T6;U>Lq28qPlLRXE)f6A!E zipfTO-~eu_uRr)e9{fli{RJLhH6MOhZ+%+7zo>jrg4~5&Y<0Yz#GTjR^0R6)QbbgB zIojEBuMe3|>Fg&v+{Bd@hIFI)R_R z5`eJyK(tDCp3{51`Y-+Z-Oc((1LGh*(8*7<7Z=hOfa8-)(o;(2i)QCWjC@xXMDA!< z9?)n9284r`(4ROiUgG4RHspu4NnY7xUiTPJM&;`dp`a4U@fgGF$$LoIzmd}aQsn-F zlqR7f?fsjS79r*i?EPDjTS$>I_Af>5s`$+Qn6-rSzewqf6*e?VEhs7N9~@?;JpC_4 zE=z*e++U=0iP_%r+{r?fc2^XoHV&=A-=y@){Mlcm^mu`GW068Wl$8EUk*oiQfG3PX z=Nr;cLMV2cb?D5M@gU3DYcIj#wdtrwU+UiKlGDLhwg6O-%Y9-3RpeHgtu4DO52u(; zKuPI)hz)$OOSov;BIj^_Ob~k35;uqK?hrvR$J*+X6O@#eFdx^1Dsofmu~#!M-CZxY z`l2^lSK0>FJAL0$ulqDPKoz-+S$cmfa`Pq*HhfEbVc@WsT5rZ>b zB=9ITQY65if1q9oM9M{P#k3gC=%u@n3#dMIger3B-pdOz#wwHYz(Ezc`QvO5IsiMK z@eF_y?>Q!0=m-UQ>MbRqw7dWhRFPYxhv}lCB*Q*eDa@?uG8c+PA2B7K66h=xTunM# zq@qa~tE}L4r#hk>fbFVbL^KN}rO6!=m^9|%UFPp`@Kv&<9RP^}dcJe6+O{I}_uBS7 z*p1^>BkT{^rXI8+q_0?G8N>%^egT9~s$ef=48-QEB%aZBQ zl$&<^?R+aTqP%kC?cRe?gv5Jy<0u{NhlysdD$3*sfTG1 z6{#WxX*ga-#UmVEizS_EX`N+LG8$WP4g1exxC@z)+Y#NwUUm@^P*VEG8BSYo0~hx$ z0rf`-*r?u&>Yk{6l4$R%q54T9+lMw{Ub7CKhnJEuH~^3Hv;*x6Q>>CY&}CjbiNI+{ zji4QxrTqHhx|){TKAMVn1BNPcKmA2YbH2JmNogOC{WP~%kHfsbNa-{;u;;1r1<>pK zU!?Sb-pv}%DEOsdgv819ZspL!S97wd z^z~5~7nUi2HGiu>%UxuI!v2SqlA+0Ih{*B_W3WiCJZj{(9#mMx&_M3YA6V}i5vMOg zWSk{m8OTJ*%%;9e?B>G6Ns2L{iH7hvtDpl1yP1@FBdkn}3DzF_SzQ&Q%t1!@CEvtZ z#1+FV>c~Z_A0_B5F~UhwjY;#=2KZqyqIqV?_Y0E;kr0()wOLFkoq{DL8|-7=Tj!HM zB})ZqOp*Den|$FimQry=iOY`Pq{+% zF4KMgE~7)mD$o%>R`+33mYGF4)d-#{HgJf+2!eAHH&b4~(jH1;>u;X0MVCPvf;6JR z|G|G3>n9DZzpNeF$4o6FY6C=$aZj}I^hHr~?#PshpQATva6wdpF)SrPn={##E9T|T zM-w)V%GvM*hvqn`A|G_wVo+V?MYb&1B9EhUG5bs<;}R9(3S;u9Zw?8BhUMH!9r9V} z#~5t5zXp0z7Z~c4OllqXhdenHu~5=T*>S0i(qNT*JSmy?S?+g7s?QX!uuvUvR4&Jn zDUqSnP~Lk`;gAmJ5!x#iDYjIVGE=SSTDFAh;O6f9Tp|@K;^hpFh3oe3;;r_|ikFX} zlC3$;C0RVpF=UPBL)G8Sr&h)%!5V1D91tN#_8plekNG|`wcw~dx;LZ*OP0Ausb~Om zSvt^CfPq>q_Nld%V$d?2v>J1u&7uG+-pq1^TBE9ijose0`eLbc18uG~y3L8&+&PC^ zhiRp@AAyc&7rFy=e&r60x^7&4b={rUsc8a8_du{Qaoa{8w$^QZ&L*i9BcqV%4@htN zm)n=QJUif-m;TGXdM5~~$V~{*gRzqLhNH6o(dxD;x~)bw6vViZ3NonYRqt@ew`~ox z(z%y*B0$}*)}(4HL7zDfAg!}SlCs$TXr@HUeu$d&uK>C&(rCK6aC{qy=m?V*K@TSaGsh&46B9fu zu3^!yEa=hJgpfkbF)P>ggtgIj&H;};gW&4qfz>>g0n`DnQ6^T8Q`1kFG2_e)HyP&f z2P~P*ty?Pgg6$FWLJLcit|Dx352FXOSe`aNe4KH}!3F?%Ptk-z8ynE6jGUY2&s?8< zaSbrLlKygB(fMAM>e-%pEBAtA_+5fadcQd6_e{zBd>L)PCt-2x1-_H|-0#3q!!pkW zd0{_pk#_4h>?=ztEvj^DIE}iuHRv21th&!6h)dXyZ4Eg%HfTjX&$sW`~%2cTeqQbQpmooX0nw z-#O<$Io-G4Ha4|0olgfXhG}_}E(Ag&$&#RYiS!Ehq2Er9*1MlW9A;E-O~nN`6FO(+n$%>ofOan`AA+q&nWWGGBdr{@JRSxThFHh@3^AGj?;EOtDJHLt6 zGpB`{6Kqy*EsQL8ICH(5v;*%0K8VL;h~8};HSh@F`+T9;eRWU(zuOGn>Q?6$Nh$)K z+4y?Z3F+Jq_W_|uGsJ7tSN5TG!R9j3*L!zI?+QN6d;KTl;jV=K^9` z<-q4bs`BCB(*|gV+V@HEJJ1W8AG9S9{q^CklG5G3X@zx5x^N=eGqicXt~P#I_3qKJ;kG&DHeo?@1H49u?=t7qhD4wRsV@Z^JX=#WFwb2fdeYmK|`w8vw8lSgA<3M@T3e zO4NUmaEs^i7?l9>a&nwV_`VEuy%YRFDCzGU2jrCul&zs_laQB@4Dpt1$R4QrEfFls z@v}`55>ZFmP&U{xBpK~38QO~()+X`!MKVrw@K;-0%&uf4msHZ|Ks?sB#NDK%aw+$S zA?7!|im6hmby8U`;^{ghnSmWybkg5ZhQ08Haap7bBgFHuQWBg86w;-ilv*p(s4~2% z3+OmXPo)RLBI|FOE4)do=teSzza)Bb|0a|{W|3)}EoO_4tEQ+bW*ca18}Uv}+)0)x z@1<>c!D>U1bsQeHY#shyI?{Rju}eqROnAgnal~GDw09J_zg*U}MtTs7amZVI@BuPfjf8Fx4a6VY8xYd!?jc{ z23aSRBf13;4~=d1N^I+lqqB|U361a8N$#i1p*xR%L~01}lRHcY9G{M()s26AGk)kT zaX~kM2tPrKH<8UMe@`cPONeoXGJc;f4=c*&2PLI%i9~+-`~OW!Bj(7z>Fa#J!njhA ze~+(#;L-_;Kmd z4fyLZegX?PwXQw&=C=YSKmoUXYB_ESrc182RPjTf;%6~lBGg|W?-cc~WGT)lNAo}0 zvQ67aDbduE+qlb8%?VPs|DqY2CKxXH;?nY!lA0J$PFwMTo?aP=OtvGi5=TrJ!fG>f ze9Br&!S9FmSIx?OR7k+ zXOr#`O3WpGZl9$p@0aG2kUg7KDKBD5hzHP<$DRcVb>rHuLJ%`4_r z!sZ_jRfSXLwd>XF_&Q(V6dZ`uAuno9>=f3K(fk>sPBse+(&{<8^R_PPo_(L)vC(br z&^$60JkQksG%qk}s(-vy_ecHghl>6KJmRmrXj7+TOD`21xhMlWC%m=*NsQNs*h>xo zi~)ldBfuJZT5914IKSwZT*~KSTzVvRmqK~{#pWc1b!*~@P!lVbGLMupM`YPEG*jy} zvjBoZrn7^)nx4;^d18sYVd`j$1?IIykOlteziYCXTg1ScX5SRQAa&rXB^1U8@76RqBA9iIs!nO z+#8w#tkH>Rjs=O&0d-MxHBxMJ`~7uS#{NX+uaUIst|P>}yy!wU3m6@tirl+Ss3Nx> zReP;Mcej0Qx({{KrD<;sns&KNnkeu5fz#Mggzwsu}0Ne0%7M%7;=(qI0m z_xVY0L2Tm|sQR#{{s_>$L(P4noO@PX17$>Bk8Omn>4OqZagDbP+hf?9Z#oPa&W#v}b-#?GP@x$g6B$Fs>38tzjo7Jn=*5lqfjd2> zJ0pX7iTOL@^*et)0J!c^`1FkD5jF)2b@7nMj>O z`!)e2a>{V5iob@7Ru0PD?|$>yeIVM42Jd!!9$j@bR$g45L9~CBY^o)0X2`Io&%a5RX*Pq@%ll*B!pG2ZeSaj| z02$F}tj@@m_#m#kyC+rq6P3A(co=bFDc6|Uu#UOM{7*dBgZe=8s$_Fu|4-NX`qjQI zAesfcr2$35mam-o54pnvNk8svEtQ^wDg}$sLJWv?u!XtYz7W-JxS5724!W6bYh=`7 z)H&5pxt(A43o#t2u^dNnl?(CXQPGG;iQ-2QnHwooi%FSl3H*C$91Awzh+5z*bBHZ- z(L$5Y`!mlMvKTB2Z7qvjElm}IGxm@2U*`*aEX&6&E7anPGc8Lik1gvbHi@jDTa|11 zt=_;}WvyE_*jhDmSXRAS){D=VK^3_jR)y!sO=e@w_wz0NR)5f}W2a8qqry7$th(f^ z`_$s|#E*L#<~#MEid^d^2J0Rl>%l_nvGr4m&(%8 z3iswu!g{7{Ise%Nu`L$Bk6Y?IBUxlG>by1E_R7|Bbsli42L*0m@5T|&(2&p9L+^25 zE(>F?Dlc*v>~8q&-T>^9x`OY|?J_^W?6@vHRbqnpFB_iDHgRmh=i^_P&beOfs@Bdk ze%T#~+oR|wGFbRSjk$>Ca<5eIkiyFYIga<}7f>NCYuAO^%OzOt0^Z;vTN0Yb>QBxD zvs)+v+i8z|;c#Q%fYT}TDQn_w$i*9p@LN|~tOo}w>Ij;j{%G=Nq;8kw)Y(*>*S{`z z5V9QA3T)^u96k?-GH|Lw$!IKeCkQjijU2rbtHdRBv?Dw8PnDe$X#Sc$`bH)LicH(F zNeJ@}s6dhFt8*s-h!d`jKehZVSm%ErrS+Yu3}D3|&I;%*ivLbZtJ%4z`?_dEyJ-4e zQ~8C5cDMw+gVEh^(YtWbhqxI02PthV;A$f8YO3#Q1|_9^T`i(rzh}8xR=HZC-AO)4y4G*HdVYFmtHI|z;Rf7r^SN;I zh5SuQleqgcx(5ijLvvlATY;$21F{YLzYHNl?9c-|2kyM&-6JO4BT3wO{{%!r+<&2a z#E^Kz9-zTiONvIj)7Yob6hCTry0J{xCPSYdMw1k!ddT#6P+SHZ!oXxfJhIU}b3S>- z;(F!@JZCX_=IeXr3cwfodS~S-0$|%N8(*W{f^1+TEF;?${zId!I{e5T_kIq<{eCP^iykeS=++XbQaxgw0DQ^ zONkqJ!5sKI1Xx@IEKLG04FD?}!H^aCmwbW1$!OS&Zy@qX#8({;8il9rPp=c^px$1dY)hSoRRomzxCZjhuP=!sW*QVHTTM3 z3fy<|nM(4RY4n*MfV{kYM*;ixBb~*s%^Z=ppI9gk#|Zp>exz0^*I>@+i@>KeT0Okl z&WR=?cO`uKoi7zhqim)#6q`GeglRks|BFf5k4C~3Is7B#$~d`#-}z{NZ&7u&bP|ir z@$Hw{Vx=Ob3d_5%^W|ENj%UYrw2Re71F`g0_jJp3mOb0Mh1I01{zyC1MBf^1S6kh; zj@MeNt2P4IOwoKa7wrdAKVw6*dDEw_c6uYYq%&n}u6NV8797t{pI8qkb0y*!Y@XSU zXNy-lQ0bcLtpfav-=_lzLeCbPU5w38Ja+9i+p*t%(p=qf*zK{R+E{GcBTeU4Rj#rH zbKjpXH#%LM^U9-w{gJ*leGbqIQrELN$e|{+`>-sQ5lp z@<c6;6p>>LW~P#Nq+Dt`%!*qN)E1Oypr0{ zN__X6xpHDZ(zi7gLpD+fd5USO2UY6#n#EoM!O)T&jO9SXcv1)PH$h5biH#Jx-q&{& zv3@My4FlC#77CJriA!nx$ZheqW%bo43sV!cJiipCSPo-HDKJgJrwQTJ@5n8$N>OAA z9ev5n^8L7MDN_APX`y?;Jp3^~W<88HcbIRv%;^szL3S9A(2sa|LqZHhrBTPLnaCkq zZufFMv`+s+QTQ0uG2)6xEi%G^`P=Vr6}LbX7U=ve$Z0O74Lg6wElKIy=ui7e#Xz) zzbe}s3N7@G?EqyyLTG=(A;X!}@naBT6&P__vG($TURWp5tw!i49FLR7FrBV-7-9%R ztak@$6M1W_6(?G1sx;8c>ZR##23!`HAq4grONT0#$wpL!Y%4ac;D(e8AN*1Uc0?F4 zT;bQ^-_3_%*6c&R@~DsQlq+G3iA>~~kK4T-s53ji!ii>oyJ_jM;&MepANARLy>cDq zm{T*$Z%b2}lmbAgcboDTQs0EDdEgayBIotU7WEGpw$IvdXt^)D-V40A8EY zy*jRHWN13UMC)kXojtJxx3?>Yf=xRyA$*Tp;n8cQ(3l&7In}IapWUT{vd58CCnN~y z8pOl@`gGC>@zvU^h47xtCz1AaNqB)Rvq0r00`SY!K8RRR50BJcNJ`cIvRC>+@VLph z*l3f^pVs!EqPvFR-`bLs@}U zU+l*H`1_}L;35hqP3!x)$zbBZRJ6QDk))sxL8`s6A13AlX(;+sWO>MNduaM`DW^i^ zP3At5&-S(xo`*%PY!MV3_KP7nNE&gc)f~^lo1QsD_`HyRMpfw-T>B6i#J2JFJEz17 z{YN+D*)?*H1<8#ihj4i9^(F6*2&o7)ahWf>-w{JUq4nEF=E;(OVWg12sHsWdP2asI zLu#heyM~wn;VBuMN=E8`Iw}a5^bzKoZ_=`fo*V&wp^~K_R zUzOrYXA4;BOXPrGRr0>hl_;qev$cOwt6d(V@2@M<1Ao=vrW}h0k1F$VYFfT(&${dS6=!q_;LE&>k6fZKyA> zvC${cn!avm#5AF|51?J$`sh}voZM{_SGKyx(%3u>WN>mjSvgYr_a9yYV#rP%|yY=yLU|-(_ZC+S-xonZtOx+yKq3I+d@)q>P{e{3uZ0fLUn5DA%120DMGi65!cj9#m@{0 zQ!d}eu5IdL@L`THrrW`rY3k?bV2*Ms-{~?ku3kF43<#jxwSjMJ#o=d(jnmm6xo8@a z^I?h4qucwU+&rw-!ID^8Zi;OcFvO2`^{a=@Y^Fnf$c&#gHSJ`NzP5SH)`vBHhwgxD zrg>aT?T?Vkjg5`G`q|0{tWD%+TIQt@*-M=&PIPZt7CK(p zgGnP{bbPyFO5i7If}Mb6;B{-teu0r;(-^;`>HzHNut{8yg{noh7)+b)$G-GD&lb%K|~E`vP% zA9;qG6t|Q;j!use{mPq8%hY{-PLE*+hTEKQvjcI+$wXY`RW@e(k(|WHR9>cfEN%Po zn%VPAZKX?9z`*uo6)LS}gTSv?hKX@|kBpg3dD(v4^RJL*I8 z&DyCegl7|u@v#fD<1$!)cN??nu@9OT8}Jqm_n6^nsI1{4vC~_ThQtL@eW1JUQFOV^ z%;=eJ#eZxK;XR%re4eV++bc-&JT|U+o}b}Asp90GGp+JMs_MA!V0=7t8-H5E6!_B) z;k&*e@Xk2scpQ(uxQb&0A2awKOmx1+7FB^m)i?IW2KXOy2*77?kczcWPnSJaKI|8* z;B#MrmmU4Rn{dMBlg`e^y($R!rW0~;Q4>0qHMm9crX~wQ^cj{a8#Wg|6CoSsE8#A7 zHvB#g3_~`8-e*L!%`~L6B>L!5>=igFooB#jBullX@1Kzivym%5Csp8w01XO)47!)} zk>(A|Gd{oH&qjkr%s74y_V|qVXES&xyL%}c!xjhaI{PC7DdzPb{g1GC7%kfH#H84I z8kl;dIA%F$;yJC62G~AZn3g%XQKWeL1fN>8IlXhB8-^bfvIvak@LE>z$F~gYw+Pk^ zMf-9ZY~B-j>Y*-^5+fS%A8q~iASHUu`AkJ-hmqTGXGrpuj3SkU96ybm--tqwj8Ja7 z;L4D)l=QO^8BJ6Sl~F3GtI-=DBbq{^?~%Eip($VdbH4U(f3C?bXeXl^CS%zDNdJsS zy_}1YYs7%K^LlEO^#spMyz>hwkHzQzq3#~L>uMXn-zRO-IBo1Uw(Z8YZQHip7%OaS z+qP|+jh(eu&-1$Oaqqpyz5kE*8<>ygSYwWL9G~A;mJbY!;28oE6%6YCo`3lIKja^X z%I!pB!p_8y35Wm9Kh%;)*zZG!^sy@tHj`8vh4i}{?XU-JQy=28Bci9}ktw6Yhu-du z6&RT$|DRA3v|(<+No|E@ib)^R3kSUs-e(!jMX6VnD;@v6+*Tz`*No=hLh_Z`A>8CQewQgre>0D-UoEO zMEIR4NLwoS@~7?Qq@L`MNvZ$jAGRht+FWD0dhmdBG|2SjfZh}tD6Q}M3XG%LTs%`6 zHrD&-fmOUCYaQke6VWDezUCu|VC*wA7z#QHJWDzj^%IR+_RiH1N>(}c4;vx4F2_5e z_#x!GVTl(c`uf=D>~Rj&VC?C(JtIL|5s*kBYF><)Pwq!n? zyAbf-MT-)L%ZX4NBr2(xA0$OrEXG=l?KF1l7c-zPThJdC2nR~=qW*}z4ps-moVP4& zC9og|&B<#(4O^)Y;3Tgb7C3`I-bo2%pjLaoMdjizJMdRf8 z0GgyO#kK!MO;=?__63@{U{KV5x^09>7Tr27%KnpoSTx3|>Vo*2f3U?0NlX9cdVW2G zA4+{QOq^nMGeTZeeltqlbbd2NKSa%_%@(|dHiRn9og?y?B#f=iZmOg>%?+z`>w~GP zh3dtm!csr}4{G8SEh9Cwh%*G6iKMWYjYGr9F_UJ1wRTn!^2q$AXowR{uwXYt^SI6m zo)ll9b#@+`j>`oMe+-sBTIDl zrU<{t==q$~v71tU#Ca_s^74giAFeaT^#+1bH1@VQl~+d-i`fbMoGQE}3{=kfdaGNAEg9XMf^hym0pGT-{iY*4n&_!rr%+C!2 zAERoql>=91&%x{-7Q)0-bO?|J&9xmn*6ft4P~b%|iP5tcfTj1<-PC#}GzyCgt2fXN zEV`)O9%`BX5U`yrR{S3x9ec+NRh1KF>Vj)(0ag!SUhkIa*t;wAMg(Bsu~s(uf!ck% zNd$Vr1qDtn+UFJxjU&Qm=0#kp%jhV4+7aho2(xQcH;;|i-j=VUmK(zn4c%@91Om0+ zw%ZhQFmp~Gy_MHn)7AWHzVz?knUJE4U8JT+1!OF!1IMkl9+X<M;;eZzC`LDxINgAv7Guan8^+>Q%j9OHv9vi88emGz^@p-0x$vIO zzo}N6FC2p;@jE$P%GnZDu0v^6TZIFSXDntU=a7{Nf%rqY<%Wt!`Z(lSAhnkzF3MVU zOAC=5!m)Y-_9Nj_g{Iegn#>=;S*zBPDg>~f;55-8Ae?A%t#tP&sa)`1t-EHHWJAsEb9XpRIa*kfxfWl_9lFYiM@t4xo zvfqKyS+zd5T1D3;QB%gJ4#phHJ3r~_GUy!c^10qmudIYoQ>Fol4bkol+S2@?98+!2sM4}0zM7Ne%z!3-;QOwUY4dl9@>EKe|~kn9mxVg zsOjSg^oja71^jpg0>Lo-KC%1#n}2{#^@DBpgJ1STeDeE->5t6rkE-U6?&gn~>W|&* zZ%w8dD6EE$82~~}#A*SgZUN+}0hG-F)XM?1PXY9pfsE{d%xZzGZh`Enft<~OpXWSq zL3-xEn-5xAK+Uo^SHc<8q|m2z8w!+p3X;PNR%i}_Q4TsX4dzmH6Bg7zG_Yq9@K(eO zF<=idIu7_nW^bGt!jw#{_T=oVZz=ddIVz7hOy)%r%2Y6@QB6kRnHofr5*mu??H3ke zp%xYb%0H-ulKP9eE-2vxi-QMeLo{98@>3iF0`+5|G5LqQnf!yILVt8%&_hk@H>QN2 z|8}oOb1x)!`2kJevV>Pb9%1T69lz{6BdVWLFLr=$pgzn3D6*IS994KERwooXL&g>U zPyT^h%u*u+T}>^rpDh_ys*V4ONc#t3`b9625-3%1BDU_*O4HTx%lw#aG&8MdYI@zwp3LPHy-y? zSvDOfm=tNORAU%5%;&W4<}tBxDd@dFACHZGucSFr0I&i8^@QosO#lFvTxN0nzL-Uo zJ3}>;(eYkl5Hz6g1Te)87*bEkH&3cJx7RjL8&C%{VFk^=WKy*xur31_)iM`B>+)`7dhX z41^{`WY)-I^~eLECQeY-0fd@f^7ydxL8wVcBVWWLUks4{FKQA52U|oGQQ)Lew4BDQa+>ea zTI97_B<6wahg}@NSsbKM9O6+N7Eyc@UmOl>EslCAj>RsC=PXIoC`leI)&-OtjJTMu zmSkBJT4ERFa+X?g7P)woDscwrmx^!aKvcez{)?I_ILjLU%|B?Awf>ubfGuyw{wMzc zC<6e>eK=gQSIf<@OY^ZSY%EHPBT7qQrTaX}S6eIATPs#hD>kqzcR4FtOUnVRr8-CD zry7ORlohiQ6$=(cOA`EB691qkK-EiY)r&^ess*S;P}wL}c(z&&qD}cA+9XkQ%gO&S zTJ;U52AQh{RkNl8wpy36`bn%B@~i|ZvO2f48qTu-VNL3*Wes_HEoEEnV?>QkX^rMm z&E!iBK2?z_kiPbYGJqaOlx(b)r>*v9SuOuq?e1x;NEVz5!pORk(mFxr zdLhuw0?!7uwF;530Dd2RBuEZbJ{wqJkHPs^?9fL8{@cI^EF%7UK*`SbUa;KEC4M4t_ruY79~!xjFaH~z2?Hmwt}*@ zHp$B3v1G@lR@|}HFsjCgw&n;$^(phV(f+o=*Y@eisuQIa<)Kznjdp3zcJ@dCq1yIz zfYc-qr(>6^bM-~K3x?aqv?J%VwMw(JhN{g3j=8WYVZM!VN3!$Dv+GF`q?hvUxtveO zD$mzCSKB&9EQ3~`yVjbz;4`|c*ShFRyJa!D4I?^OG`ry<1v-+W?;#i@rIEb9Yyb z^-IGC7~}Hl;|?mo581wT8**n`TRE7nciNT?a^M8GQZqVo4+P-$I$I5?T6L(O*J}dD z2Yjeo1K);Yy=sEt+e61&HF6+j@V^*rLu9~1iGe|7zK#5DANjpLa$G%}u{JP)Gg407 zIj1?2LRC+ftn+QG8+W{yd%Rz3e9&urIAeUYeSCa8*dOeNyplbkA!1%wr@A zel&x6w7_fX-U>34I=8`U>|Cts9e4T@&oqSg^cU}G=!xN-sAS(a%YCg$vF;)7w<*%G z$usJq&bDdumFa7ksZ+o(jOXNV`XuuF1iJUETGLq^ei**y@zsQ znwqDH*1PFb$HXw`xCn2)%VW-TWXAYm`T%~8VPfz*^}LLAjgWP+NQHq|#gN2CiA`Xt1>OUHtXD8OSw*(ufM~V?~8( zCHQQHDRR);dgb~hhNZuK`)s9Lx_nnjHMBx0F|(s^qVJ3&41gd~w!YdKgzTELqbuwLJ137ySdAL`${*ck1ah^?Vf>Z|Cz=b6EQ zNV_!SeB0P6f8T<`+U953=G5B$Qn{A5KMbF>qj9!<3cbTevLh+ABbmA2U$L_}v7-l= z(`}oxKVABe+C{V89gp6{tK5|s+fBFJjOO8mv)Se8>|)M}`Tn7ZUpc_pxwlTeC!tf$ z9}^>ZsYpgW1y~=sjhaf68dbF!CFI@p!`qXbT)m>%V2_$u_S)B$S<*#3Jl-!_SUNePB3wCa;v*@m!|w~sI<8yYA9p+EW;rI% zJ~oXUi}={%n>-#lKITF@NVS?$w>ikVJb9x&89W(CvRO*4i~>|D#(vCdek^@+KdR+D ztIryT@jh$LI&1AbYnM4K;SDLvQmmMq>qJav@;;5I%0I&&Td`4G>l~W-*cIzs5C49N&T|=}cFE#=S*>|KxOsGu zbv}xC#Yld|EPQonb=50=@f>sdrW5kPs|aSh@o7s%TKkVV-myi~pSz7eh*b*uKBKx*tc#(ezn|6-;l^+81CJ2BVN9AUPIgN zF-GnkSKb+>b)zynarE7Pxw_ZKykRJ~4c_E=p12v~O(QfPF?AdN6bKh0=Dfnk_C{Q81>M8n{;9lSZRqn&$_h$w6XIkZFScE+m z;1mDFb9UDwx$0euszZQtJ~#u|7(_H{oFeLs$~ zKc?H?>(28xeK=piKj35DMyg)UMql7pg(Ff%p zQk2gYL8vK?M7D6f?$~%-pi0Yr^>6;+H(MZycI(-0T{IOa|DbrOvt08JYH9=u%(pmS z9d4{W+IE#{ekIdcf3n|COTyT|U46ct%#)V=I;M#$cfQhKd$hUn>iQQok?C%}xnIpM zfbtKU@19TBRbxe<{Db$Kj{nus))o*r5F}{B_X&>qPj^zXB7N~;j^iJulRvl8d=OOS z)RE0Lb9RD=Tz9bqV1j>96IuNqAyh>r`C3TO>=8dEQQ~wfnxzw5WxCF*o#=PZJET11 zKvV}YLae%LQ2s%QF&`bx3rPgZxPGdiq%1>x=*K^(>4fq|lD-cjMu2LJ`F4B(pmixu zo}J(zfjyI$knb>fa`QL;kbuwddUq?^JDlMtCjb{ME`6|U1yro3y7?R`AqY1>Kg2`T za5ozUw&0{F0~vj%C@07RHZzW@joK@68>lqTWM2;>DP@?{pde$}fF>oYzTmt>DLybh zub3z4Jjm`&gR-cepzNX^66NetV87w4AHsa#W0BVz(WO$JUcO%XhV#|>CA?|Utu*8&7xXGnM`8W(WZr)}px%eXbYF32XeAOxod zQls~Vr`<@xLG+B6?-eSBv4SQPI=Ps<3p-Dr0tfQ!*>6(I1B4694I<44pAMIeTpBat z4HlnGgT%j&?hDI@&=vR>Z5$ueczs!=aj;MJut3N*0V3GODJnnsF zzl63doZD?>@unzzv2K2DceZI2p7*c@y>S43P$9y_s!oHK&n{UTk^5?tv~c9G8Rw|U zW|-&)iv8%u#w%Iw8uJTJ09)_sZOqpyEyh7Sws)s>VpZ?^{>$(0_Z)PxgpTBFM_Nwi z1F#!n%R3Dy&f9^qna;bBP~-QT30KPc7_Sd&Yx?2AD+j-zWnZE9lT=GC27(`T)c5)@ zvRyC6*pysW4Wquxtc$nudfrOc24`HILHT&S^@aZQ`9Koda_?HHf&G~W6UYH&AQxnAkd*+2*$7*Cq(fu`^H|x> zk7;uf$dsW8t?t%0G<-=epC+N0yen7+5l3;X_T$ybP!MU7E<~~(6R{#lh)l$u47etR zR^cX0ZNd;t*`9+cufRzfGNYg)HS0C)D8dZNKm3cDMA!%AV;u7hUFzLH`G=V(&waxm z&&>jiF+sRpD24M%=A0v^_JoPI|6qFT+gf+n@B%=<<~l+WVBVs-&C zar?w=(4#T%3JGQPN@Uv4WWu=$$vS5Tj zkECa%ieql`O?gh(#YEE>vS0U2f4)D<`hB_cI3XtYtsR+^Xl3#f_QGU06_;@oaiW7P zF!M!>m=>l)4TiTqMq=;)GnY`x$1XJ!_jR246)&F`w{JG;5vXtxK1cEm&zwWrV@|hF zsfb+NylGn_Vx;$-yWW|70$?mAU9g0fl^-#C*Zcz9ZB!<$dkT zLd;#gzI=za9DhkO2D);^XK+iv>Z(djR#dt1J-LYSOMJuOeTDrB^pqPZa_Z%RpFPd0 z7LD1WEFw!)^D5I2Z4$5=z;v#E7BN%Cs8WX=UM|zm-#uCARNGKSjRCB!J&n`H zz0f4nU}#y13wcn!OsFtR*C;KDS&*kB0EITnCfaI=>#Cy(6rx`>H5MQ8@|3gbikg`D z30;#TNNk)zE5QvA=xx=8mw`U8^GC=wb_)rYf)$>dA-Jj?fissbqDvd(NsIMU@9Re@ zlDsahE*ZxSCm!!OxQ~@6ozu^iKEsE~$B32f#qgIBA!A!F@2b5}h}CkouVw3_3oX)u z^kSESDrUh`w^&gE>+g(gN<)IKoreB4WHkkzX zkOo+u-1__H=@44sYp20(JWiy62NT9_gM z!V^Okh1by-O?%)_9B{%uc0uXsndGw1Up6+BNgKR^=&IN~Q?wlsPv5FImN>q+Z{BvN z;+kQy!A$s1mix1b(1`ch&b+!hos4*8%J{xK@@2&q_%EKS(mhPaNNePiWln0-l`e$p zG}nA>JlDl3=$Z3r&#vq6u}@*xdJerWPvO4u07-V+Ql~Co*gqoYa26cMd$r(LiCScD zNeH@f{bV0rjz^js6j?tgk19_!tKP)ubZ5scv*aR8-y+A7*QA*9Co^aQ)D;%#2Sy#{XGab+JD{}7*GIwR1pSi{ck^ZDz!TxVnLgE=h65JG-H*8YlLelF(GWF#WZ$fhL z!VP(pV&|;#+`>vy!sqVY3Q8QxAk<{kFCdjAXf+TXA*?k%z?CtuSu&tv#I6l5qR%X- zV}+qxKfs0cH~&CEJ?O_TqG}{!o-sJ*I5@*0Vs?jYu`Xhx#b#NKYc)O?bu8jQJ%sZ* z7>zW9z$ofsC2A-@Q%(T2P%0n-E9!iXggh>KfI6Z;GC+r%#B z82qS5LdC?>GQ^$Zhbs(5lrscV-vj~Y;@RW%*QZ?LtKws?;(6Q>##HzU#G|=F5=CC4 zDIP+FUgG|K5@qcY73n;MQbOhD5>@rh1?!`-uM)M?k{(+5Dfto&xTJMfV~s*XIw)f* z4w9{R63yf34T)o=<&vHCqitTv_48wz=aRkLqg_tP-KbJ})KY_YBYpdT_W7~FjPW$D z@rrP%k$kC%b1}ktwyFFk8F=X#TAH+^`=prsX4&YG$xI{JXD7j-HRvHC-b^W3+8NQ0 zdG3Yoso(QcoFMEJ+#49wHjFcJj3SpoAqT}G7tWm?WF?LoIQ8Tu2T$@dR%m+J^Jj|D z^rvw-q*aqSu;RWG zmSoHryvP%=@I4Zv-Vx7AaVU@pcM{_zk{HjXdMQw`w39;$QablgT`2gCDFp7!e7{#< zgj7&jpADf_WD#Zr(hDb02+uicC~~}4v9h2Po?)@m%yMkZ*^W(dTMP0cD22g|{e=9% z&!dz~G%s)5ai)JS>B^fTT1pd?2A9 zt&IILZ^)r6sI07}jjvJ>&*l6>wINz) zJVw?ktyqi1B@5;1iz{|2mK6m2W8W-TN-ZxIk@#ucrNGW+X80%<6)$9+@Y?)W@KCi$ z1y)r`^EquZRmJpwRtn%a+!LBZmRldFfF_JfkgM#~{2(z^A&v9-Q7V1zRsF1&`SwcJ z^;M&!KutAOU}(p3=zG{yxIDP$Qn0j06oPuSR|hW7vheCsEVQybntJjvE5kdOC~xGTd~;L_+$-3b|nsL*B~ut$MC7yqPd^A|y;w$55{IYQ7M8S^*<~M5d@h zBZWozH=ah>hDOcVayg`WC4y!KLVo^xSb?!djr3YZkcRcU#Z}L zV-2xIt88K&6=pqVXT9lOD;rW96^3H=Kw*wXV_rCJ^nGs8dUdJco3e)XV&=wNM|0zV zw*UMFa089;*ZsyM@{TuQ_<=tCB8RfX)q#?jy+p!bLS=rkXLbc1p_@ z>4dH_!Yp)$jw_np3CXs+u(Uhx4lWTgVE&34+Zw#3Tz-RX9S z^XBK3b%a6<t<^ zVDQOZACuJpe{%5~sX?ILu8pw4KG=4Fzrl}W1HFP>Xlz|V6@8k`-F`enMjtIEUPETq z2_U_Q3N334_9Q!X%r1+`9-d1&dvZDl;vy?;3_+)1=kOklipoz~13q3|vcnyI+I_yp zvh!#|VIN)o??wVXMlu_FyK)Ak1^a3Z`%G9`y$kzF2S$zNMxtL1$SS4~ne^ms5S(re zL(X*6zBgQLgkkn^#4o6eXBjDem%nRJjf5yC2;S9xkbkoNS;Z)is7*#io38cU1ZQIl z@zprD??7wO*pyaIS*8G5+9aaF#Ip17*-L)MvQ-b=#138lGwqCfyPh|Ru_Nyhy!6p@ zpN8#+p&R17vI&CJopeIQY_xZozC8{KOXB+~C91Pvj)7v!B_=JT=B#*2tWU|kHT*qq{zmB+{W2F7r5+?lLFq^LYv4U^y%VC^Ca}0 zvgFh9#nTFzlOWa;@DGbUp@Yv^CRk`^QQ^joo3-j$2RZvD6~q>`Arm@Z4l}gHS}QH* zsZBl>4ne=X4UMLqmuJ?Esx4U-jl~vawC79XCiNd@Eiy(!K2{JYbarZ=)YJk*VH5^< zkp@lrMjNeUBF}BUpVxf1o=7~JMYNosG+019s#Mut9-N+%+3cvaer~tUg0=>3nMiI7 z9{%#NUPipU2HjqLwkBh?`6O(EF=>5xD04Ikb1*r6tTT1uV!BIvdFC>CE@N*lj zy^3yoLTh-Jtdyo>>uqqA!g{s${qiE&@Tqe0>U-?zm!6l+$ybq>x5caX@3u=>w%mwz zd*@e|1a^q5e|ClJKqrUKhJOy7{zxL)!myo#tJ=AD*sbONd7rhzJ^X`6cJ+#OUCVr? z1gmSf$q1d&+2~`Bnr{3HhSB1S{R``LQTy3qr9BRv9j>TE*QUwv&78u=HSW)IcN2R! zwwuw6!|_IAf~7+AB^gpS3425s%?CTeGyBU*heV@`c|s`Yk5Y;%9y&HDAUDws;m_N_ zc?W^L8ywTyUMI)k;9K^T+s^#k1#(BGp<52JYvf1A-g(E8hFdO-yQW0jZ=!enDVcAM zfAbGwzXHhV?*vVqYTFUTx140IoMbUzt;{}2KH5vMNlF8q{^lPZ(RhE%DY%X)>N=}u zJ8OK60EHh^>Bc6dY;}Hqm2kDy`})8%>8w`eZ20p*_UpYonX|#rsG8_s)Kt}SpJe?Y zmEvMG<)Whd&{6+T<>g}i7d63396caBK9oT`+UvSnhkntgcXa}~xMV-t7d=?~a_!1@ z^`3I^6xH;Sef0k7W>lo)2GUI!Zb8}3t{~k+CZ-0$8Q;KwjP!o>AjRhQQP08mE!AO zTIG?;_EOIFENbqN1oUX!dMNqvx|i_`QS6?k>laZTm=@|*sr%Y^^$H38(iG~cU;k3J z8po&=X)vKpTrVpxaAlqvk`ZdzW3!vmWTI4k}aq|4o9;UmXEZX?f5lXCufgz+uZ?BD702j^t=5L7(gZ)_@{M_ zp?EUIN~>qa!*KwcqY4(OL?S&=4+FSpJo7QVhiaY8#S6>%a;@o{&IAU`<$9~@?cqif z+n?=LUpTtX^yce*u~;gM$#(ZYonVE3QPYd_$#Ropc4Y^b+u2rM=nvWN?a#Msb7e!5 zo!Gv6y zJYQU#vV}N7n)8`BQC@6QNctBwnWV`>eA5qWaX#Kj z#~h>}3$ykyE3%QCA>Yel`8%A?d1+=C6%cPq?h%AudK~cx`E5WmHyh(g-wQ+4{ts%ZPCVER$7w_Fl|1T4 z)x|v<#NG2G>N;Ja(isl)fxj7ve0e1o@AXpw8a3oGfCK2it$8s`a-6j@O>s(c+Yg|a z;5s?sEddyiJ-%o-xJ$8R)=b$+j7rF2#1> zDZ%612?5o~ag_NNH6c}vG!KZ8U6P&@(Am6%CFM~+&sFQva8P1?xRCFDVOT{lLw-^>(p4;<+@Zv-s4m3XTxQLJ>{pjp&6B zLDXEgOJgf`mwh7rs#d=)U^xbUu4^z$P+)((s~?Sl3w^YfQKLF7_;d1~ZD6Yu1( zv~URZW~|jfvu~luZv@{0$%PcrWHB$-w#_#&ViqN+F>7h(iBurrS6Ji~YzOc}!U=j2;qH-((x83C1xOIy5I6KAiXa6Yoo26s zl{8a+Aek@X7^3$z^DxjN$7$c~&O(#II|#ut$4VF$tTy$PPt<@=Q$B8_o6y&g9XA0& zv56dLdJ2WO*em4URD1Ws!z4FA7v1s#8dLGH@so)t(cyp|dYB4{3#i0FZc;`9v7V2fs34%BxR2uQM`iy^3 zlSgHYEG`&I7BTnNkN6~&_FXFQ*57k2C%&!RsF-LawKk-8=}^MQpH3)d!WHgZA8@7P z0Esg`FAO;~{i%HXoHc^UivI8&2ZDy8lfgIf31}eHWO&N=ipH3a+jscW-()&z@LK`* zg}H?3<6N_FygTDx)bzpu@K8!;c|VqJ!I~e+tS?o>+m=&AE!AnyXt6Z?L25uB+Y(>aTG*l_*{zXlc?7lX2<)U>ZLC_I6@wLpAAvEXu(jLkX zw5)zkpr;T~t&HSSmJ{-nsoAfpeyA%~Qr?%#@uznT#-G=u+{sSdeU=@qZEUDqh&P^y zSQ$I4ZzLtAITVsqUZ+H@>3p|_mwuI;0aMgV-krDni<$t$jsAF4r(myICzF&FB#@N0 zcz_N2Q}nWM1lrqGSMd+6+4w{wT93IgjiZl+s*t&J#cLt80UwOEdlC!R4mhpX0I6nc z?n)03YU-$c?3kCvaAI-MgK&N5w3@Jm!|~cEeNJf?@mTR=D%Vd-j%50Op{Dbc3L6k= z60rzX2BD@ROh)E^Q4?O(axvWpLo7vUVVZjFu*hH3RK8Eb)bhVj6VZyB(m$x_fX1<9 zOy`3!wa@ARKcQv(2Despw)~Lge@9I#__QocS+{Q@z@U~XpO3$&>6jm-^&iv}2d~Zp zLQQ=2MEOKCC*q2&v&o&zg-jJEe^FD`$6fwN9REk`Kd7k$Jm^%pu63c(rJ+=p=1gs@ zb+NINrSc!tq_KqK%v>E9%`1n}wmitoTAN^Pg@50=GWi!Z;aO`)wyiGuJX8f&Tv%Vp ztZaU;HunK(Y{W%xS3$U_b*|#lxejM(<&d>~@4d->u5I(7)3so&;>!EBZEOCLt!<0u z${z)EU5uB#7sbX({`2}4f-ieN(dAiyV*BnFRS;^bycT29-2Dz@9~P{%@z(^QCJZ!c zJx0W2tM&t0(I<8x5NeuhKdkflHtAS-n|a%Q#Jl9q-YuVyg3@uk3*9u4PkL#%uiCmB_FUxA`YECu9T?u)T05(S~As@eG>oBP<<7ZNSd<`ct)ea&3Q zrArsf%2efJ2c7xpj@Zb;?Oc2_2sOpVfCv%@H9>`6#rU>AsZBn_#qL~DvvD8pOg_C$ zIDS8O59L12t9&Rc!#fL{;y#VMyq~P=ye9;D9UJQ2%nljh8nIttDOSBEPi@?H0z3MQ z>AX7Tc*)v+b`E|8dpltIx!vc>dzTsXc0$$u47A~WNJn@*cHFw22X=Nuo4sEr{8(MP z;(eJw{J4*7dprQ4CSC83yE)+gdDqX`JrHUtYW?_t;`xBotG)gKj=cT${^QeVIv6c} zakwrxFa8^z-Y1!yMur?n2f!_=lX3mF=0D?J+O{B=nt{XMAK*)&GE?7cj{Gf*|8h zV9-D?xc>nJMok425>%>;8w-Nh! zYXVQYwfdi#UaKaJRIt;{2rE9N(Ry;C;~@@4P+mf?WTGD9G*xt786Av4@pCo(;*v^9DJ6XmB$PJv;v8Q+v2 zZC#*?z+cF>{UFfIw*4Jz4AV?}{P$D2RE1Myba&02gMuP1L}P6k)E6@^rLv7 z6pbdW8x1gV*n93*SGl#p;agF%^yKkS&`dcC2^t%X2KQ^bC9mRCWJIX^Zfv>^}K z-w1_VN8j~=;1N}i{0u36Zgvu=$r|%BS^_1#jmJjOrp`jfd#{#PX zN}4{9MfpGS+cerP{|kbwFx_yVihlpLSe2p+Lpepg;)kPCC2szngtgieFTRo)xZPvq z1VEZ7-0MdZpO11v zX|AL_6qRN-kie4q9eg7o&7GXZd{U#y#Pos-+2PcQ@5veX0PNL!O#5Ctj{Ko_e zIFMiIoItVW_q+K%mglK&c)X8u77yCladm7w0Io^Vhu3aLq6Q;@7@ESFd$+-?xUDAL z3f{+N|FE}@x5q2c8wd}o9Eo**!v5n2EtT^LW4QYZ@1(GjJgj?i=+BFj0tKwvsjSf; z(g(R}%QdWDm-s?xfc8;NiR&ndVN>4ielv4SIHjkTeR{OfV>e793Fna7oSWYe0nxhv z(4qNLYvT440ZK2D(Xmm5D|IBid^|E@pGXKE`i#HYcrJR=@c&*p;)byjUWOz5eM8nW zPG6?({haf~S1>66Awn?iIcs5mE>WF9NPtU`sG_-6;Ab+uB6r}{K>>niH=df`9tzbQLt)KD9?0+M3U)>`6qN_2_#UfOlV51+eDep63=KG-9n@aet&5pze`z(xAx-^Yx&&jb#e_PWP>NpY3 z%XBQA3cwXsY|Sn<8TQ-qrdAorZM$53?0lN2@_8KF`gnQl0z<6!gOb|*g!9x5EmIwU zF~0qU>#65kOmz^M)DEoXQ!nOZbqL$|4x;B%A3kDDn5fh)a{5z0xlB!j>i8~t+tUDj zOih%j)E@TQ(;)j~O^oaK-uKt1AwI;~*ifl`LY(JeF`3%yXFy z6^0Ww4xz+*;Oy(YOL&e7ZQMJ6MeQzrf$JD1qaBQ`ByNw)6aPSri6)z;b{GX)f3w%M zAF9wLb>F`TR=*Jqj1kFXp*K(QCvv@A`aUFo6}=b6LRHj(|?#h38MGTVD* z&+mlOs(E8uoiWecKR~BZH?3wugZxUp;b;ud%&a z@EC_OfJpTN7TWKLc%zAV=M)H(un`}+xT3Lm$BTNIGdrCRdQ=rU{K5EoI^-P2hGITs zP7md>pXl)O$ltDzYuVJb!^H0f+>!rL$E3*YM^O+uaS(c{Ey1!ib*fE3sLPvbFgp|y z5vDUqGd)zZKckW|87ZAhidObgh&6Kn8iCyciKEf5!DUE@8?=k* zu`fxnNQtOpM`%D%p~n_R_)4CCLXxxTupfhe_+dRgnHxmjvL&p3q`pgloM2G0n`QaZ zH^UTy9x`(?Q=1reo7_T6PE}WTXyhrkPI zH^uJ;KNKZ5^s|3N#%_eH>o;CDE}4@mCr^zJD|iWpeHu z^lKdQ@)qMfc#2m!L6Lt(S2lM$8eolo@OVmzHQ-1#Qcu zcHl^HQcrPlPjO32@n}i$T1oMFPVvJ^4d6%(Qcn$WPYp{;jc7@YT1kz0PK|BxzjdZm zPcyiSWxfMbzv@GYTS+rk<3KAhNIOZ(KQYux3;T&e`^gnho(FIv_qJjNG^(m=$5FXK z0}9g8KZ{`DFLAmZ#Z#%t{Kn$hAxv*H%~v-2WE7aq)$`u)G>YSOaqLh+FT#& zHjB#)gl7iihw~f#>H%V9?u%!<2&CENX-$=APmW{^jsQLvs2p%)KcVqh;*@nB3o=q-_rCzMyzykq+9wQw_r)VC21}|0Kt5k_^;Nip5s{d<3?AT47v?|4dOQ3&8(0t#l>3he7~9FfXvugufOe!T zDnc@SwW8jr?1Te*RH7WfR2k=!OC%FbX^0LTwaV(r!t-Dk&elAVi;i$%n$48^W98{@?hpm-Y#Fvt+Cx=YF zRIUcoEH=TZjbLcV^T56vt*aBQbKq(MRgMxd>lHL>0dDne54?CNWftj)+k^7zp5>b9 zO*lPG`fK&XZAd8`Y}=y^Atw#07?rY~MRGVfb`iCu*rje%%^F;dS(26UYiac(&EaDe zzcri7BAaK8o4Wzn5meltIN5-(O*vf62FBmKF3y0PsGYUgfb-SJr4VtVri zS9v&9`qgVK=WEA9din4k$t@S=YkJpXWa^G_Q^snS^I8qivl}|28@9b0e!UyETTs#XuWR}V=2V7K?+uJ?Qgfgs#oLhfE-tzJ^EUh<4y%JyFB^KF0q7t83EXz!O=@0WS&m&5&=8B)?3Q1Kd2 z%NUT0>eE^uU|R3f!yPne*YsQa4U%!D|E(M`f;vh6R*txb7^Ap z)ejYy;qUmA%qUnrT3x~5$VzdLhl`EQUXfvp@o{zdkHm!o*VqWv(Mh+ zo_p_)J4SwFyqW7=bI$c=jgj}6&)=3KO}~I3%HB^fo?t+4m|t&rdT#`}r8g4R8-3Lq zg4Y)>(ibDrU8&VgIoqAu(r0(o?S9pl6^Z4!+eVc{@b*JLhS|Bb9NG7mUG-N{4*U=q zs1O;zD2RTh4>SS>nqap;Q1!cCN$Ce1m}t;hq(4q`a0cn|3j+k<4YmM= zrXq)+EkiKa(0t24$L`ya^z2^1ux;7kV9Vez?8n`tp@pmA14_t|2;@Wrg0LT2g1udd z%wC5E$lxix;LJKHvwTYk&c?s13?Y&$KQe{uE!^EzILnb zb#K!`Gs{N3{+fK~0X2kAI$lo}inI_~RWh+pn#21n9VXo(Cv`53Iq|20sHQ)Ghg|SY ziE<~2eWv=-r+nCZ{H~>6wFBn|jO|6Ill*6r;7}lb<42{O2<6Er@R&6#BRFKbSaT)? zG+R;*O$E=yaea5cp4k|j&K89lScWEO%+iF-rVP!2!LzlI<^|VTKcc4UuE!hLqZ{G$ zcTT5%UBgE9=J1WC@w!`Tzvgs_&SB=$`+>Dd(5oUH{z7B;@Kw?I)xCl8z1iJJxCi^3 z`rbIaJTq?y=Hxwp>c7AZn%@SGGN;0AuI67+Ekt4XAMo6n|01@^z~!~<5}taJ8FR9jbNvfK?r_bzk-M6Py)P7QvTAEUz2v zn4k@ntPQ^mY=sXS-mM$n6$C?TOV80^D-Nxj*vfD+rj6s7RiMZgA8d@eU^6mf>u7hA zbh6XzdMk^1J4b9g54c?ruw9g~UDCQ;HoskQvt32Ka|;9kcj^Ona#XgOZn})-jZ-SN zzTfN|Uafy{tgZ&ZB`b!t!1MeByTicwcK_Wjs*XVF&0vmAf0fM{;9lp4O+JnZZ%V|n z7-AKOSPwvKW+1j(5xesU#0}y=tn*N8|70G~H7^kh%&-oC*+j2BW7>sKAGE#OMYaB5 zY1*%Y@0aha-CH<#4m`k3*kAo}pxV0o7kHf@^YEkc0g=;^e)RUu?rK!|!7j#b9C(BS zKkQ`NL$DwDC?7dHF1|z)9^A=XrmQ^jWX&NJKY9XLz^gpuQ$2pkxh|k8K|%u(Mjwf0 zPCg|(k)}DB_dAviJQ?|ZVugR~BZ)*Yp75YgWSt}oGShT8p?Xfc$u}qO7lzU^Oo|N( zclQ?hsQWF^&En!GDlrpwoTjF2WwcJC9DztBaU-bd^P0rt^DZQF%$Wqu-opjd%WITH zCBe+`V`;3{z7V4bClo~{>JihM(F_&g0-}t;pb;hXeN*;dcI&?%Qc10p~@z(jW z&p524?Q(qgiU56j4x+f|%!IuRr7tABVuD=F#z4xA$D%l|48@l8?{n7roM8|lE_S5A z{&gJA%{U>EJQe}zCW1;b1c&$s>&VEG^uJk-_#9WKiOqx<>HYvg3<}>^v@0xTNGz37 zFhEekdHf$BXxYASWJ5LU76`hv9OWq{a%lIDtY{Xg=d0xZZ8@rQTzkZYlU-@rg#m(e zKtc>QPz(^1w5MMn2J-j=1Qqjp{;?b_wEEnA_yER(xCMeZtzc)HfRAV|lO9b-9i7WOiWm2Qn( z8lnu)V|QM;&|B@->pEMGFz(h|iMFfv1|+#o3i8DdX&_eXHLPscKzm>Ht@6ILepydT z^SGGI$xV7znbF6Mrg)#7{KCh!DO$(Crm_uqVe?}kEY+@dyrN`#HHhHNvL#fE-M)IK zJ`E9{!tc9Z*pPJTR525J>vn1uY!5fab;S#|hBl!7XT%(> zzOsbczvD}_z>-6WswD-sq6492g zgPu=7?r;{Nv)268Lbgn^{z`NGxkyI)iFA|(Ew@RG@1hn4>4zii1UxT+Ufj@SPc%cfBYLU)2Yqgm9vVE;6_Vaok*P zW)y~h$+8s0NobLpKW816rg3rhBeJ1;`mnwGEDi$%xsg1Bp2;6Bjz$Hy;8H4M|MnDN zh$AUpq{6Ww7ClmrXS-*?Xv5emZ>7N+=0^KMxUesr4Ku(CD~(b4JIlLI8i|@qt4}_L zmuP!1#^>cRDqVTK1-#%$YL-!Eg(tQ292|MpF|2R8cn?ZE()^xu$T$i7!eja)H)Y%p z${y#fJdI}8OpCW!U(YD!HjRi+tzocwQ0+ZDm*7n*UXOKx7@O0^_Cr4qM%isTMY?@*@3K6759rUk-LQJOvlDp^@j`1Zrmkx~W79?}dkyXl-%>nPllk-l9&T)8_0}O75?jAN!hI-%E)jw6Sa1{G>7g0#r1`=E17=#;L7d9af|cuF8rl&v5s< z!_WhVl*bKsyq}KtDBPrdH1@NEQOqqopRa-or3uJd-NsGd(qw4&dK$VO zHS{B3{Btsrz^fW3KqHtr}cUnHBI?GeV(RZZ&IG5+S@b29rfNv2-=^H4wx&C^x7 z{pWprHZFQM?$a!~h<^R~+PG#w0QeMI2^P%pd}y?(SJD883UJF~Hri5pb1?+@?h3NQ zT_2I*8ydHBEmY;$4oMdhAm<<~#TD7fgZr3yBiJ)l-RDEFyr#v!BCDP7wk@Z$rz|hr z8?4C@&dk%Wt=3;PZ`k(CjD+cgGf>@$&ujK}3K!5fEX|(o$xykgId{ZaPa4Mox%lI{ubWib5y~6XC3)qs8E}Jbgy(=pXWiF_54*H0<>=zxqV_h?M|h+ zN(D>a<2b~-8O0#NqvZi}_MGy91C4ifrreka2?M_qw;kp_SxggWk!*WyUbVL)E|nv4 zXQJY+Nd7%u2?j}V|4Yy#b8)h?;)j%AY!U89Ews39+%Lu?gje49?ntDO{32}0BhsS9 z(#n%blL$E%C*v)60;nN>M~h_vUTgkMHYiC2`+Y;v+8r-Q8zMn>!t;Wy{o*<0TyPC! zpo~;Y^0^z?6M)pa?B7hhah5edtvY^YwG;WagSnO3SqGnd{`o-&jcLbDJV~ z-?i&Cwqy@Ti^8PEcBRGqI-GcVq zwqAlPiBJ2WpzIuX<%MmhpIsAIYbroYd(l}RdZlo{pBR4dr{NaH zl10__0#kdykGcg&bG0KCcoS;ffB#yb?~~x^^I@w@sLe^l>k<7Zvy`K7KcP=Cx9??M z<;Mgr5FS;AR#hBUe;jfDWphv1>Mt|AMPdpDESY4E%_UBxc|x4OXnT=S;#IK*lS@l@90$52!@&kfdjT zYh`~@G6rA`rjZVUc)GI7Y9Ht2Rx&8Gu`&193-;nsw!7ss?QjY;50)6dQ?wl%()u}^ zklGyCDk%J^llSd7TmD1~MH67CBK)_MIl}`=hLi8gFG`isbDheQSMO4|`PyD7FXE{z z?WW8z3@dZ1m?+7j4OQ}ORmy{hLC(?=r13p~;?~+>vEM2iB5#gGR8QWiA_1zW_Npj9 z)w4*|^K{jVGSy3rcQ=jB*0fEhL3C{klec-VSc8Lfq?F_tFu(Ak=Btu0jWPz zRwj=kc^WmUSFBFGr|#0C9*3h!HN;KBu0ii0c^N6k$oH7^w;Z#-#>=QNW>F2yY@zDE z#_0P-=^SJ+KoDma9~+#Q9X{rKrNJXQKK*F?3$X^8TU3qLUsHhnDWCRJez?Y)C{2-} zasBU_loXo6?0BO1T9V}qV&%l*R2u8gv}BDYdRZnMiZx{{wG=^G!wJgV*D`O1w3HJy zt6H=+XSCGtwc%M+9z- z^pyg1RCq|+EPsq_tWDbRQ${Qlu_B{`uaogo#|ESmdXR(jtVUn7!yt6BI$OsHq;vgP z*~&qDb9s`GYSKx0ibz?U1SbC2P0N963RhOwy?hFX51V3e(ulF!nvBY)PB%zfjZ;W! ztqj_Us~1wI>oxSm+kGTZSub3BG}JOFjC}YdG7v1zz!1_H2`dHaB@u6Jl*E14O{ah}+45WUR=YYlEu$Ps^z0=o1Yh=nMiG4eR#Q zYuHIk_7qBu3>*D_)-xtFu=oB18G`TEHHpSF@6E*a&Vi`_^gD*fXNJGX0PRMwQEu3# zfcmd|WsKzr%N-^z3DD8H*Od<#c6c?wNHB5iN+Uu3*XwO;G{!Wmd*Qf3kak!mRR9O%g!S{lc$O%*a)5}B+bJlICkseLh9n; zYvbrH6GBHoahXZVxd{mq8@?O~L47+3aLHWQh`506NwjIW>k@ed6Gf}(56!`6VWyM_ zQ=HWSs%|wJYBMJL5!!mw7b<27xl8o*+Kd5ax^o6BD#?tG3|*?t*oK#@Ld`fFwP+p9 zDE7>_n9?5KM3FjuN_<)r!&`DqrLDGK(!@pn4K0 z=?*2J1D&2GLN zFlOpmjeH_oUtqVgp41(qTfktR+Q2pI0ISQocd9BcqAje*8`td~EGngi?_Nt9)LVVv zSifJV)j75XDJTR6x2FT;^06`K!R-+vn39F*8pz)b3VuvOr;De}=e{s#E1 z9xr13Jsoh%O=XOwVvCJMh<(@wG;d>@VB_a#GeBfxirn&jVB4=?nSywq^T0YcBQjZK z8)Gf~E+<%2z);+}UXX#8O}$;}v0fI97goCMgs`o2w5YCs|D$!Sviob5n4OKHof*)s zW!jch+vX<%&{+R9%44Ufb%%G-qLO#>F1tx{VPjt z_uZZ_dz#@jsKUeh2Wy&>dEk0`rS4riv2{c{+@j*0nvZRdiq;rn3F*#lBWG#*WKT4} zfzokamOFCh0VBFeOc%!C@UEkF>S|XR_x)V!-eUBU`;DBx3ZfN=kR0A=lCa%e*VxKH zh^shG4Lb@HI5uHBARcJ#Bg_vFk0x6YpsJlCrnzIs*jb%@ZioH-dB^h`rHcxumgfD@ z;eD=v{bM@&n{Fqxius+G;k!MEduXRL#}99oY_MZK;24+QfAgV4Hg!bAK9r^ov`q^gIC1=5eL_n&;8A#Qs_XzXm5ddOVi{1knFH+A@Y z-MRE^&-?xn!xNW9T9?sp&h%(KhRlfPJOq3-3Q?+Z!VtPz#Pdcoq<0YeG-;e4B@!2TY(3 zo`IfTh2(DJo@8i`ArR_@3N=&h>Cof34@G4~I|pVO2SLJZHc+lKUT@jYB447Cw7pI& z&(P~jsDRIBGl^%HL|$JDfsvKr!40U81uxmXvxpC8sbt=Dbw?@ag2GhZ3ujyD#?F1 zD`D-n66^y#-7DTlmVBO(rMXBa-wl$wNYK2foEmvcZhT*DlK!QSRhv_->ZLCgA`*72 zweO=*=vy`Aqm}FfuJmZ_+4-5g-$--C!ROQb+BZhnud`C4%R28D`BjfKtarb%k9n-$ z7&eg17`5QnzUNnAauw$4H-b_hZTmJzjx#RqPpy1yYH$tq^aqDtm(gAa+4;|As-x!$ zS0M}jb=oL*W0V(Xz)GO!Vy59-&-Ebadew8kUDpX77(l#tO$~9|{v2SRd9?)zh=Skz z!eBuVwH=zH1)9J-c65o!jq~HclbDgUWdDu8z^tgibI-sFT{UD+)-eQaqwQTC^Fub~ zX6M0tYUR0Pqjw6YTSZ$SI$0;XEz<|>afL!-+xwK!Y}kLj+35~M$NVZKza%f>P|0`7B zQSF~gm{q6IXSeapkn2F?4GNuH_s{y@Vd$ff>zLaN0*_#5-TnXJ`X!nh7Dv>I_|3|K z4O)Emf86E&xydv+QvKhOFw;JN;_?|wAt+ey1XKTF`FSc$LYnUSziP{t$G-04uOYzn zXtJQ^V*2l1fPJbt-Q+heE>VFt_`V?{nfCwm;#VE>i>>jc!GG^d8|!HU|7~YQ+&>NZ zf^YAx`cG>@{4o-;+mb`B(Sp3_8&qJze|2TL!SV0V|H@c(n%pVkPwK9$8Otn~5A~oa zW{lu%NB?_;<*?#EV}29=U9jqH`<^^76}VXu55PvDb445eY?873oAML_xJ^RjUn}V( z`#%4%LQMHjqW_8^raUb0`j43ZzkSgEcKiQRLTJVb3+_Ag_CcTN-+Pyf|5v*IB!^~v z7bGl{ljM}0!geeClwdEcnbN>5R9Na&Zqp`8DJ(Z$=b|fug zx4RvXv}=Y}(YA-nPcs((&C208>~0>?_r|`Ek7u(v$`NM#o0YR{O8(zjIi5L1HVi8_ zmiK=bfbBi1hQ|lv5t}J(#4ZZwlB%Nrf#uxr%O7w53zpMk8vPML&f~ay#nrD~H&-#ISO0_Y3@4Km7hxm-ltp zXzxn!WRu){vf_^bEW`wcCg&@jkE1!mzdi*u|P?!u=eEaXk$DvSwr~d>H=lA z;dmn+boY?}?Z^A6pEI=)()BWGDFE6=x^Ioqx;E;)bQE$x@Nv+?5( zD<=Z2jwm{Q-ASw@!qr7)=*QJffwpVm>Y?(z;_9XQD#G2znC8db&r;gL-PQB#U2MK7 zL#K>TNNaQSAnq+I_mO{)dqfgfl(+kITAFuEkrm84uKab^MGEVKuFa6T>WK?PAH&MU zi_;(SO`CodJ)I`}=FdNCng-&ZGpmI2!xUPmJZD|Uqv~Ho+^PD*%Apnr{}K~e^1}rR zEPpKhCa~g5Gw-z=Bdzjt^&26uaV@|+!+RmkmEc#0+GDKHe3^V{zHGI3c|ud=%{M-u zfeS_rLNzrG4STjz8J9CZk2z3?wq_&9Mv(9D`C%_7uw{LKXQA;J5=;#~=`(b^Mo#e1 z`25E1a;*^g#qaC`eT)VV$P8DNwuxPKKUl0f=;+}@Um0VNyX(e{%C^%kbHa1L$fyWJo@7j@vs$ZLAA z?kUwovG+0B(Bu?wCPl$d5BF~S)s`- z>Jh!?@~zf2?_L)=Tw(J|d>lXT8jB=FKb2H`e1#t)Te4Z7*gX<2P$vV9^Otsm`q;!0 zt$9w0@P6tCt}eL@jI6Tc1D4$5i8ZSr=Fun0Ka{_vVy5=;^(4s}V+3H(=S*A!di`e4 z9;b(DS@Db)tAP0K>dS{e{Js1!)`E%{1i|%Xm@T)(>ez5trts#;vDw9S4P zp(Ww?xMU8uNaFfJw?v1ms@J0UHRI+8ZL59wen{@`pC2asG?F9^+;9!yui{=~Nmxlm zVXJ$7p904}iD+QhCD(j4omf$yk0rY&`0-`rXk?vR)cr}U-%Z{97y;Ol;*NpmfWGO^ z(4T^g{nk->Q=>_z(LP9P4b$h-laDm(DrL(Estr}Tp2byv`M&ioe|_#SUROW>%CbHC zh3#ct2hqDbucYEJZv|%K6`l?iu7|8G1wf1djH=8n%^F^0s~gnM0MCB~g;p*<(OWR= z;pt~x!ZAm$|2U)y0wkJ2*0z(AsKN^TeaV+=kjS>Od`Ay;!0_F_e*UtKWC_Ixz!voc z=+?|3QCqkp8>y!qRHEfy32iXv49_~TbgCtT@y5%BF#@pR*ywTrGdphbCb415pf3Om z6RYzQBg}D-!iOu&7*-AuypZ@+Xf42?aR|AxAGgA0O%Iu=Gpuk-Y5dH`gAstizi=yJ z&SqZ~G`7~UIfEL@R*N~Bs@Mu#zqS<*;&4o21YmBKcfb=;`xsZlsddKZT}uXL%-L&xQ`xGFI*)g1-t!~(g^&lHmj&mFmMBm=1O$-|l~5W~q{9H|66x;l?(S5&LAtw3M37MTT)*Gv z_dMtM51#Fud+ynGckem-ywBpkrl_nSCjL?vtPB2y0YSi65G*h@7=(?51qOq_z!D1t z24P`gfq*L(=-&kg8w-LB!o>zd!PwZ?AP5A60|vvev2meT*kCMRBWw^D3B`tj!FUkh znLub<2sRc74;KrLgAD;epb#uP954<9gvN$bz)%Pr2owhk3C6?00ns9nL{K~w4ip~+ zW+Xr`663*ev5;^qLOfufU??`27(|JHfl;^+JZuOQgog)05F-8^0s#~T2g4v(*bv}Y zL0}vZ4k;dt9TWxz;Su2=2+&|sD4GBV4uxU~fFcAyZ}9Q3Q6NGR6oix*n-m`#7Yspw z2xP%(G9UwDIFtfPKnDs|#nB>!LE&&LJTQ&~NQ)Lq4u|02g2>sy+$b#cJzQFLTt*Tw z86C*!8R(NLC|Cfb1p+}BXdw779723B3IfB0U?ISG5+HL9kT5YJm=;Dtg@VCwz(g?E zBTzIcaL6DCF*YFw4m&%@i5P;91H$J3$%=y_8F8r~AYel;#J@e_ap03u6GBmVU{YKJ z3rK*G2u?u=f#ZVF2rwlM2?`0O#HOSK(NjQ38L`-jap9zJTnadx5l$*jNsfaBK|-Js zSPJ+MJQ5JYBajU{NDCk2Nep7A1IaLw;>v>zh`@w&_;3;=4harE0f+(@3x^5`mmp?j zBZJeT5ELjV6&%S(fy06#p{If{;-jeW(D-0{N(7t=B)|k=pu&gJ5yC{E_bG`XbR@=)Ot2%;IN zNU@nvg!FI%0g#s#u`~k;g$5&7@u;XkZ1;(&X|Wi2;Eep(!W;-1x_`${{s<}$1L428 z$05%|A$|`fN5aX&0_CK`)c3DJFxJ1}{#O_(A z&xB(^z+fOiAgX`qfpCGR00IOG0SbbGU{DYN6blEa56BY={+Aoj7f>rMu!Lg4KyVm{ z5r)MI14DskVGuAdkT56~9ted8BEbXW;$h?9K_Eb_crYwD1RD+o14D?w!3H`-;DUkr z5O`P!I2ICwj|7n+v5-KyNNijr4h|9uK_anGp!+BY9tsy51;a*zNYS7VXb22=#nHGp zXgq9uYy>_IEZCi9k@{p{S5})F4)B7y>E>IaYF@%~F zLQMgofs)X`(KILo4H}OYkB}CLq5}y5$dla}p%Pe3H79p1`~qu2qD>o@EL^&Y3}2Qh=9~Y z!7^f?mtvp@ageJxo{%__TbzJJoRn6aid+)(R0{G~ihxrZ6!8#bDg$zrL5MsCYd*$N zeGHd*Ov)ioAfx~?Q~=p1fIJjH5z2H7s&FM$Do!9AHITI$C_o*e`xNA=4RY5eP|zlo z(u0`m!S(b(-Y^UZ3r3?DVEb{sIGXb@M*3} zx=MY?OsQ_I^~z9v>0G60cL=R&L)k*DPo3*j_ z)?a7q-JuxzCmn4!7yDDCCgUCLcfY=G4QD>-?D%tceQ~rl-r0%4fS~N_J`gg?bzc~3 z(fTK($o{$?fdc!+XOicZ8~zmLMH>M$ANMx`83NchgYG3*ZU(a#6m5oZH|%eQ^7pZC zg$d7EZiS2O7HvgHUhQv1%0M}`qaKr4ZAUAy7H`L>i5zUlK2_k@iPL^=wG*#vUc8fF z`0-#T(KLW#H_0r)YB$-kpm;aMw&7qm^=%)=UYg^q)n2;GZt-4*$JN1JrVo^JKkGA@ z^?r5`Ysr32n8@LNZj=I*Z(iJU>x29x^OE9%VB5ok!mJK+RR+9ps>5OhX>71kNlr;} zaYYKIK^cl&A40@XdPrdN%HgN!(c`L5HAkheOC}%Lz9H@5%I?`-TiL;s?^uwB{3IuJ zfiz3phT|HVWk{W$C4MD8_+N%VXS{59Dr7$+%Bz+VSdg3$CwCQw3npsYhUwjw&o~JX zLu($c=~UiMJtb;B{hykTj=Hh2(<)m}uH1QBDfry&dSKX^_LXB@rR4+Ek=1W?H|iuD z#K;UB1t>W%OVwW~m(EW|y|3MWXit!YT_DkZsRKQ5$J^R2MJ<{tN%~mEx-P~@LmL5g zV#!Oqdy478OzZn?wa>1o+MEVg70TZYzgA6$4&q;ayPVU!^r&ok-G8js{PAJ>)r>_Y zMqN~@_j|eMvPv(qtV#c_)M=_$(Cz|f;VRr|J(7*Pslv*Dr)(QHR=r8>(&dh~EWq8k ze(5RO-cs8z-%eUq9XF#{Veh zEM?wJo>k(9U=j@c?}Npp^hu)JV&+q^$l1HFAK82Vq7I()sR~?^Liwz68TD%yR-d>& zbwBVk!5mhJbg831vuZ!WrXE0(Nx${KXG?d&G{C7~W=~9&w$u~!TqMdh%u`ElZ3UxX z8A#G`=KWYQ3lA6e_1Jg9SB={kOgP`+cfj{aBy6B8NmP{g^sQgl>lOTQww`49ajL&Z zDJOC45A`7e!8~SL2uAY$8-ce0AG8@sn}d4UWw_Cw*yYGv2jo)9xm?VKmq-jm9~91< zzAhBn+>fH@W&I`xeUhioavapR$nzt_^K;O0nW;4Bvwf&2ckcX|0F7cPpF0pB9;-(%st#FYa*nsAEY-aw=_OR`$Ok4@gb zC-PcX*0AtU~HK1K-Pe{qjHO5l-zXiM86!J&a*4cJoM!Kw-2sTGZzIgzK{IN0=yelaFz^>17J?PAx%6hqZa}3`~+YV&6Pn$6sLI zFSyZn>v7e57rroUsnFVtAX=;|kxsYLQB9d4iKqi9`@i9g#nlEskIvB2S<`ti2rBO* zKw8b4RYjqo;JDwjJ2Yk08pf%Hy3;(Ld5+AA=Yj_;Ew$Ne zTHCV(8oE>Z?Sm7G=Kh@KSF8)h#WYxQ-_Ms7WnK9kGTl)dmv0d|XYiiJrY%3|@XarS zN9pz=1s{a@KMBYfyyrcRgMY4icA+Q~AOFtd(Mc)RCz~boQG6EzU8Q-iyXl(XMB6Ha z*Wv+kAy%)d&i5qF-DY;^j_QTUW%)^9?4il=kA?~o_Aik_s)ivV^T8cFTy8@5UprFO z_uY?8dYo!KyR1%Dcgs`Z7EHZKO58--_NHIj2O-8Ennc5SC1@OZXUY~Ri^(q}W z*m!#>+Ip~49jT0b!I+v<<2mb>g=2^^O>ym#9y|8IYd1sHia!~$qsHmK3v|ma>z951O0B%+WJ~S_Bzdh&MzPD(EQ7zo3fWU)$;_j5AVn7 z&tL~VE^c3b{y6q}&U>~-Bpy|)og_31(veHUyIGD}bt@9Ns>`aUwLFnXtSOSNS0CiI z*ZGiAFf#i(UxDjHyJ7mp+?Ye1?4aGtEgAAFUI;Bknu7=8!Sde(u4e4jEjb~H8H0rB z(lyl+hfeO*vys}|59u}xY#UR$AQ9T4cl!){RP)Y8LbV2->{BU{v$Ys>?so#}Gq=5- zP5Qv@ ze`qv7=UGQ?a^mnrH1pW&CV$Il^TkUHanO12SSQo&v&45NRrp^_EhTZiNql^k6x^)W zU21dO-_AbBAbvCZ%ZY4&MCrTpWy8k`a;MC~clC1~Oa5#oW;pVSFXICBUpacSe|Yzz z7R|r!1`)$;HuKqHbz)Sq-7a)8sS^}P__X`UD@BB&yWcwp>aBR~yZ-Ar|DKVfpfk6N zF0q)e_qq3)D6Rs9pGcy=fU^%1`Kv_>Z&M=F<%}Cu@`SIvn2$n`pGBcP z(={vFk|)0LQ}|2&1@gc@B7W3~{wlBlGa^JNxqp10p+!?rrrM?sQ842pb)16k4Rp-`N#$4Y*-Vkje* zkdc9a`<5Tmby>_T!?&-4QW!$!=L5TZ{09dj1}q(fEIkk|AgmyFbHNBkQ@M$%NCd9$ zfp&Ouwy$hJ#8DEWVBfp{SAcSVsNxmN^*|&$o5l2XWX`#BZ&LW-fa@Q&pcR-C^L%K> zJnW?39`%8bs|HLKq2o$LdGk;AM+g9Xf@F`Ln!*3O`7kLf#G+=Wreiwbv z6oH)_Mk^jW%pOSH7bWuu(iIfUKa0(y!1_ ztB4Nxm4MqHgtq99wr_TQZyqU%7p4$MnX&%K!!nGrIR4DV{}?wx?nmeejL+gBF~BW&#{9c(#eMA&B5_o)Lb0tc158pnDvnA(TZ4ReE8U3lU0q>EXdq^f!>k=9dG5_k8M7 zci6H!&(oP1;=1vYmn~iHtb&yv#gsIsjEZMk4kjybWWWytRURe()ypOi&I}oh$F&Yc z3}vb8Weo-gh3L|JjtZEoN|Fu<<3EH7g?zYw%S=*|&P0{SzMmsSW!t0+R-nu@d77t! zm+hCA7uTGzut1%ylrz4Ni=&dGm6ALg%uK|IDjkePI@4g^=6G6Wrdy?29A=Bxq)xe{ zFb?H9D;GGZ>RDjM&_B(OvQI4DQ>wm3Q^&rLtjBP0m|PyYidy=C)> z3d#^8f?o!@O%fLTu!^c0Dvb;-&bqy)56>wGE-AUq3!zG8Pbs4a&J~eh=5`DED#39q zk8M!m;@-kH5{+VB2fu7d8nVt`P0C#z@?&FuIyf;+&ORtJXSBmPVam7@}2h-JN6~jW&t%ntz z)&)O))qYU4a80V&bEf4kO%9{UB6OzgduG<*G8i=D8No|qis&=5xOD*=e z;b@sVpiK$IH@&O=nVe+{3u;$k#&FVmt>b9<)%s91h95OW4KvlLU?-K`E>%=h zw(``pjfNI+ry@&_TIi{3B93aEFw~W@)O0CJg^NoqbBi(OdJR&76#=DmyP+L_-gXQv zCS;Yi#i~@~FXh*}wbR-_%8$TlrR~J-oi)_8en*`v?>aKp8zHuB{YS;w`pp3nbmyfB z>0B9?Twj#An&8K6$lqOx2Gvv40ZUZO&ZV7tbDcl?>Ap~ZT`H~ReNdmx#hgEsXJb%l zq8jNn(ejh)>%L76_5l-#VM{b?If>O5x~!JNs3z<*)WuSXsr6U3uul5l_2g+^njX}g zQFRbzrE+_8Kh&e=^FT=E>--?Z{0DEXgaDOdL=aN|5V?sZ$DrwD;x3ONjL$&v z$UvVY{Em9q<=JqB%-F#CIL2^tUvd;X+;!M=^h+5Um#14!Wt>_NcE1XT{ix4hV2q^w z8`+=n_ApnAu%Yg-i7<>?m(%f3qH4(nd@Lpmk7)E85AF03_XIy`Jb7f$z$R@S!4!Wq zVU0EU5Cz;m%^N-`@?|nG4V|Jk^+j@A?Px&b&vawkII+g$2cnAy$#p_$0Do#CXN=2ItrV>_ttIi!y4)~3puNo`!UZRSGO zheeM+`!jb!Gmk4UYhyI|*ppbdeUd?HF_U_bC}ysTX4WQq+$(&+f0ST&d0`(ppLK%h zDw`2H!KYXMs%$q>vO-q2vbgtqk$`cj_Rm59Pup9DE=Q@ax#go+hcmg<3!Ecuv42KG zux1E(mUq;a^)Y74a-K8UD|o@`i}J(WrH0*9nmwrk^UEvnWFx|AqZtRIrB@PDwCPn^ z$4lJbhvwB+r0f>X(uXN|*49r}_+O45RF%pdE$gYz-Pv_nKIp(-!AbO-ylf}Ll^)tm zU;BF8{$z2U`0tXXz?$dDTwVD_P5LHY#Nb@o(2wP%PrqRi47m5`$eTPixGOf(!`Hb8 zr*hP%&fC5`R_PWCUli3K6PI3penQwsyT&W9D!aNI$}>(lHoaB?R_2`@eY9I5xzC@n3`dqCgs*OUm1NHS}i;8jg{MaMjDRo_0(My47V!l3IAvH6saNUCCi$9~D#YtYqr=dpc5 zq576V26=MD!RxUDo0aX%iv8iNz329QaS>l*j22kYdnRKWERzR=qm!Hb$GIAZp++4d z?W?v?hlZ;=ZL3GAe+j$jj?C@%nA?`fkLMSqw?Ohe<0^6$Zp^wGnS zmUpx(V9sv{@a#Q*!*4F38eUfIt%!FM0<9?cfR?cb1*pU$HVcH z6LiR##&^XhM0A*QKJ?*W)Dm)a&pCYOqiU^t)8V++B~$dJK7QA>)KQr6afi=Z(^0S8 z>O_nE6^{4C^LJ;4k)xIsdkfMlop=||Bd@yHaBMp-ZqZl7kKj@Km!$R^%im9aXpjzv z?}cElTBYU)>934!6Xog8;`vC2J@-5-uj#xJ2mjuz4^0JPO=8nuK{db6>pSGkTJ_)rWW4_+tNAzBLX$tKt0jmp#Fm zt2FN4ju#RIra0;F8h15pKc3%i4~z4^naGxpELc>6SxqyyI$HgvsEK9fgXMJuiCIK2K)r8v;y<;g7e)8C$NEuxju-gs@kHItLjrf@ZrdK=YXf0k(4J6X`lC zq(++R=AwoW(vBJ)43cWrctjwltrlc&WGohvdZ%2j8Te?o@$k{N|obs;`DexrT(^G30D<>#U*ExxGmdsSWpSGDSouCxy(R7(blAT`i zm6~@@_-QrNA3Z7juBKX>HrXgdM>OHbN8`JS`XMHq15(?Hz9g);WtML3dxqwU>cX|J z<57IY*gu^pX07Or5tHi9;d`%qOwz)IUwXz*KTZ2)m}mqqbrjVM)}pH#2<&+Lbf*Gs zKPo>TLi$6?QE`^C`(vsdnR(XmmeBt6-`|Ob6jIVedwx5M$$PCH-A`sRgBvg@O}gYY z_rbQ60Ygs(BJGRwtA&kk3mS-?|2imYyZ{Zq;h;djsXQVZ-6=gSe;J3Cc$F;G+6ld( zF@Eug%e1G!Uc2>kHm{D3@D9r3ec61-y)dWx4ZdBIOCb&lh2#T z8AwJ9C03yH<}2Ehq*6Z?6o`N-Ta#QytkZDtcKB5 za;vFJ_wnDie)4=wxd$Zuee0w@=z=`7*w@UmmF&KUjK$m|V-(=>m2~j&v0;(VfJLhA zYKEPMGBPT&tK7xE4G`HL3;)=o6o8kXFl<&}9U%Hx^>1lpx$H}RT)dHIn40qNgGZ?} zOPZf_4y%%5KEG)oVz9bWMT^0Qb!^S72d+o&iIHR9CB z>}&9B*l{A1DtYG2u3Gy1a~2i1rB?f)wns~J<{g6VxFki#+?eEZqK$cflZwhqugfS^ zoD5}ms>!D0%S=l<*5?N76Kgj$iQk(njM5j2h~8iLv;EoC8y$8l1c=GXqAXfN4zBNT?kTah;a_im zA8Pe;>g>6d*}_psqYbQpU*Tp*`26&u0cmgR!Zs8K&m?2oqdoVO3mfrex$d^b6L@AJ zze!SeT^Whu^n4TcoOn&QpH$>6aY_Aa23)-XIaWdIxuIF6Ik7<}Ox|f&;_vMl1@a*+ zR=zND;f<-Mdc#q@24JzOH~hdXzwV2VAM`M1NYR5xvBsoK{x-)Kp&a{Ak)L|tVIjGv zH}1OlA@k2~3mIyKF-5dv_Dge%pS$xDq2`Xc{gRf11T8)h1&+zZ4}|Z%(4R`(b<8JR zv3eS~KgES|D(1Rxl#rr7Q)=#1YV^liw_ks@w!o>}?u4acS$}SRa;d^IoI*+UcCH&u zRvm6+n@}S@)o(81_EgFj#MinoRq(OC-19`?6;=EEZo_j}O}%~K10Txsj|ev&dq*3y z=>v1;)|Ef@E(o603z5m%VRZ+$O6s+{D}l}%T3c^i!*%RAI?R`9)LTC`nnk!nV+ZBm zw?T@Ao81l0b!=Ym!YmB8e0ab1o%6hjT%+39MvJ%58viiyTiRr|_%*1<`@<{qZbzt4 zJcG;lL)xClIPaY6xaZ#wSwd&=qWEr;;a-k;iJ}Mm-c}zH{yG*Z8XamCN{q+KIh9$g z#52#i6*u!9R|Fazzh-k^81?#CS7>xXdB!vNrQ@R@G3{w;!|n3kZ>QG&_7hj!x|y9Z z=Pq31?|y6^8z^s=9ya6i(0;)!T8ztpqVbPd(UxeAHRm=HuOZv#S7_lU+aun_1NP*e z2kPE#(}l*Dr52ubkJjAg`;D()6?eyWmA8v)t3}>(o@btY825Etlk09auk&zkk8L)S zn_&yDi*$^~zM{$PRH4^pxwq%Bg~{F0p4YE-jOX`2liyox-Z!J(UOx*>{v26&->qQ0 zuKP{?UKD!&Iq~-Xy=Q{C+w;c!!FYp^GFUV+U~U;~Ng0Tm4341;)K&)9Lk1QmgO?@) zFOxyE$sk8$P|GstV;TJ4G6YCjLK;~jZdqbUSrRo_QbSoXTUl}sS&A@O$~0N3GFj?2 zS(*`9+GSa~V_Ev&vJA*aj5Lp!xWD=!06FnLv_lN!0kMr0RHMf zv;#m*fDr;<65w_K$n;NoK>jN|@c#i1Kz9I^1B3t+6M&`wkpe z1i(lD%K;P(fQtYf1aKq3K>^O{Kg@#yz*m6L0w5MZs{ZK?1ol7O0VV`=79hR=5CzCC zfF%9X9T0qgFaZh+5K{nH0)!QylKx>20Bb?ffPezr6o9(`;{?DhfNufn3Gi9~Bm>A3 zK$QR)1yHDe#sh~05J~_^0t6A@lmKM}uq6O80kjEFSb$jq#L++RL4gf`CBPQ}1PCBr zfYAaF8lay3BR#YL+yzLm|6&h-HUT^d5KsVZ0(cSty#U<=fGYrN0n`d$QUAmm;5~@( z096HWDL_U6q6u(f|Ck4Y4A4^mX98pt;Gh7W1lTG7Vgc?8P-=iE11uSU!~p#TU@*Wq z0rms1OaNp8)Dys#07(VtCV)!;fC@lR09XQ;6X4AN$p&yKfV2Ua3NTavlma*t0I>i< z26(4`>WPvZz)^r+0}vX($p8ihkS9QP0nQE3Zh(ved=x;!0F4HCDgZ4%+hCd@~ux`Z{mZ;o7?0M_|;Ybvl~k2HtfN2|^Uk1`wD zxn4Rfkc+O+jeV;(8^LzsAffxB_+zmrS9QCNhRAV!Mo}nn%&2vLx+|O>vo`{DcU^s2 zgVDg8KrXJfTDf-RA2K<8r`{A=k5!`c-oDM=U8XyWE?jnnxUpvHuakhjxnbToW?BCZ zB7cd7M@%MrQ?$v1vW&;$(sT5CP%wRB<5ijsT9uD^<%QJ{^h%I4MJzjj%)XE^bZRCk zBP0$>3pl1M6w|ur#wUHCA14trmmedN0Zxx& zU^)Orh&74srt0Vy>qNZmF#qgBO_r1uCQlJ$o@wZ&{3eB7gt9R0xt$){djgS^%^*i} zCClUmkp4mbCrOL3ya4#8V&PQi9&3)$%VIkCtUT+z!01ye#!{^e%)*B4r;MN{$+aE9 z9PXhpEphDcQrtK_fODGb35_wZ-DH^8Vj7X(=6l;h&w#_Ax(NjvyrL%7YYQ5RTewbw zs+#M*YZWvlFL)4rV;30U#aS*s__ek?_QzQ3LE~&d>1p$30u`5+v&7+P?ZXB)in3*@ zEUQk@T|{+#W5eC&4!5_Q0$oZRO`cR3B` z^_H_`CxR9dt#5q8_}b%qWu6Hsyv7x6v$|<=r(9a0Sy~KPN_p`| zXxt97a5L1@O?|Wb;E3j;RXS3`O-1*k)YiOUq4lpXD~oLk3)R2I#8Zi<>^&Qz`aNaZ zC%Nvv_s%08wq5&Cui4~IQzbS3)Y786-)Y%BcGvJ@-22ZTA)7V9?X7<8-=b@ey+THL(-EJxc zhc~`148++@!epFLfi1G}tB;hJQ=U1P*0;{0-ne|Bu>by%=Cdi4)j;39lBa>X+`;&f z4Z;uN%PfzBsiHsj1D{%}33p3Yq(hX7WMd}XnnMkCNUV@l0sIl=8;jsBsNkpgN>yCQ zt1-2Y@}h3`k#s+q;rMzF;j<3W;mF)w$pfVY9Q+t>?1b-e7GQPWCm?v+80k^p@O>h| zaCgTo4(#m5ww7P12OjSbF0Oy4ax(=hMsC(WUDW$aUQrn3qcEo#D6GIe5W#0T5u9m$jw#w-qDLa6)2tppqtfw6nfCwHcJ!hYZy;p# zBA-eg!ZaN{6K1bX`%=C{@akFhh+u4KVEuu(MQ9NeGfE15D`g|r?fCU`Z-R1?ou!fL zkk&9&V`18fth`*v%(%#0<>dB}(#yNy4KzMk?X(@kWJ=xc%2m_0yZt*kcU0t}PV;m< z8(~QDVpqzGkP#<3Zr{6y3?)aZVYd~>`$L3#0dsAhJPszs>-wBgS1-Y{T(0shBkd(3 zg>!Y9+#hO3yKvq{{2}~i{ZU*N_A93I-Hho0)ME)EG~fQMH$ZBT>ZJ)sLIi~PrSH?Z z*~5zBn!9#e7kQS&%|5cO-w-RS4G``$+No5oVZpCjTT`C10u#dEaz7xc9)Dy1As|(xXA)c6Yk&}^S34CM>AJmi9UT&deARNCH@spyMbI5%7J^v4#H2++gGg+HO!7$S5>S)>( zpW&8SV-Yd`Uc(Be!KMub;Y;1CKZmYiPNd|RLg6T_w&O2QWg?(>cDKK5Sl+*m1^>7ak%{Ho?pK%V=` zfy=6mfg z3EZFeuN&R9UW~D`=TZvRR)OYDsIGs2y=K`PC3o?c9SOEr4s&5G`z*;$bMok=N{p;o5@6vxfh*x z!3K2SISQq3cgC`Q@vTW_?|Q!%a9xXa{e|n{_v>Tt?)y$0?=?9`ur5U}feV7d8=B+| zn}7eQ+G{OQY^&#ORUL{<$?M*{HHWD2LuazAUpQlAs&&pU7cXU_**@*R=YR5Hdd^>fik99 zPOuwMZ<0Cp-*e8AeZCQail%+;=ZWae!T{VLpZoi-n+r_@T#THe9E^ejZIgVDdOsrB z-yO_)o5*~YZ?cJyw_I=3R(0|0_~j;rQS|sQ&p>nS%OxLtTA<1J?Q^_^r-YbSq^@a` zuMw_jFi6)S(JUlyGhj16SfeR;B=n)QEMjbbO?h3NU7mrkQ!CumhW@wIrK6j}Oaxs1uj;*ZB z;~zrI;cZ3W$uu9v&>R6Dh)mdZ{eXECmM0d{{mqjnIaIMW_ju}`(r+iwm5`d zJdP>Y^F?xOjib|!%hRC!_~oAo0#=?(3x1BpblcZfZiD8Y!I38*&5+`x+rG$s=a_oM zB>x-2#p{^R=7`4&K@s!r1<%55#gpj|uwZ1Unvcncmhp-f9}TU7XP_xp)&93hNo+3B z+6OV_jKQIE@h@B~@9(DkqKI{xzz^hz-&qenQwj}r3i{lX(t&5#yAUxUj)>q0NNu*H z_d_=5I>y{2>(4{KfZ|PEqo*)8k!Zby<%P5?`LvpY#I52`Jzo#MpwvCRB%$D>Z+MBP zx^cnI4i@~G`v=jW!<+B`*65-s*B~z2RzKbPQ@PzOC#PzUf9mP_r=zQIl48M}nKL{@5;+**a&*=3H`7O8I^XOLK6gH>dj7kkVxs%s-_t zAD%hXQg#YY#ZyiFMwLXGAOXFLUmeUAx-P4hC|8UwQi#f-Zp}#z0d-eZIJT4+9##=@ zeUO*%XM5npiwQ-4Er$O&%)J!-6jTE42uZkKT7lJ4LFMQ z%W$pOZ)!Un?tm_LoZNN%xD!xx@5E%)NtJ#E*>vc9fsML%QG|6Jm3Gnlwc8)nEYDZD zgf!EDI!Jz#l8v-cmVMz)Yb{U(i9hSqR7GF6<~o^{{w^&XJYv8~OUGFv4`0G-FzDhs zZj)=nQA+DkId1z--A%{cb|coTDH*@1?`vR_b5+uIV9>*x)&c+Bp-R(d(Dj9Oxk9U~ z{b^a}y<=Q~s4}TC4#kj&M{1~4&7G$G z>X;D%_qHB0TjEfH<`<>4Uc<$th%}OxQrVX!x@F~I0uV)86vgiW{K)|owISijYDepa zSk5v&@kagDK6~yuHX73Gv@f2Lgau(eMcl-5Tn+D*+AHtO)l0is%9{JR+3HdUxR!?r z0bbwMCBoRyX;|N#+VId|Sl@RbXL)oYb@;jv|+QfmAw@#faT_ELC571!{h8tEg+ z{#Dzq^)Nz@u>KNGh>&6TN9&>#$)+<8(sY@wCdo09je$_Lv53Pj!Zag2p@Taqjacr~ zg{u7*zel0!`LJ|Q@o~c!wPwbnv2E%J<#%7m)mvOg2&vPDX2aTdN5-A6(~i@;m@w+! z_S}arj+>dPzwr|eULAe8k}X zXEUNKHN0i>)!{eA59G`EXNiouw$ye!ef`>g=PM^YwlJh?$L}t-(p9`pFjAN&r_)GNhY>3>U=_IygccK zS~`?mjJ2Eo92VCYPLh?jSYk(%Te=`_-RTHg3YEcs`(SBdsdz$vsh4Lmk!Ow#V>iq2 zY*uP?lEri;+H>ZJrrSLPr{9jW$a8XxwyYKPNT(eBT6HB_sv+;BeYzz!K(f?s1L`EX zK4jE?o=%9HAs?-_auvEZV>gO6>J`Sye>lB5z_X5%v9WHq!O}Grg<6dAT%Ar^T?~J7 zG`gX?(G1DhxIm3tqDuCvYS0mVe~{(#+{4MO(}6Uz!{OE0sD*Os?QHew6Pn3)YLt>= zn~v(MXIAh`+AX1o)kK4ZcPEG^<=d(mn^}ibjM7^#3|1Vhw(e{qmC9l49i&;dt&|l@ zdKEhwf49H7_dP}r`x#DY7BUs4ZtHd|@{aA;5$tpsb(=}=gJ?S}I!HJ$ZJRi&yPjh^ z^yqzFsqL?}TcRC(bQpKL_>7v%;f%NF%Bcs92(!6ZF{Z9c$Bz8L?6$fq7yqBmEBkA7A z@<8#_eE_9*v#OT<;Tl97(&*`4m zk$%}xaM)qK{#yFqgRkhKUX3H)6Rzd9U1-Hwi92?5$M~ZL#i_g3)b7cS zQt6tY;k2;bB0=>2(dy~x*!je^MfyiE#;d)HZs(ELO77?n zV*7mq+H<0_71DHMJ|rVj)VR-7w}_qdS5WmEq9NdYp6y}M;)j? zTsP=EnQh&1$iQJUxrni=>oGcbaCR}Kac*?>GpB?2^+Qyg$HkYwXL?=dx|I#Ke8Qxo zKi``CI6wWi=G8ZCd=h7W%xrqb-XLpuf;?+0zox2F!2 zzk2+{K8oEk+Gj&C3e`QqXl0!;_;z!)ysS`g?V%gb)@YdMaWapkI6jVQ?xAl#meV6N zi~i5ZFmuZQrf%lmqI*J5@-_1HXG&xhI_gxm^(UDgKbfXMGrHFw>c(+R6?}HBU>Ru; zw!4pKUWBM3QRgoNZmcAJ;P}eTSD2IeozYbH&YKTIB@9WbIx>BhoXTGip zKbYDbO-=Iu%lca)+hlIK-XSquth9A`!x__(uJ_~nx*JF8p3Cp#q0xc0KD*T`S1U3) zkKLWsHQ{q8U?Q^V zdtt&=RI5x{-^+%X?h%%4uZBjK-|^<**1!C@$oG(NGzO=N&X1&~rrMB`zl}uaSiJ-? zDS?)pU=4e(V7JNKA4Oz8z@(T}K>b6NzuWO`z(`iz-UxH6%KKav%ExbeV}e2_+KIwF z-m7pWmPS`hbFZI8@%CyDwD^s6MPSPkmt#grdJoOG)hY0`H8oVY>dV>!Y096fAQb&7 z!rP9&5AHzBmu_c>XfUIo-wF?L?iU8{vziBN1OcaQgJ2;YE{0 zPPo3vt7Mbsi#til1=p+YI+K)Q;X=HaTkA4>o1aE0saK0fuALRG24U%;5qqqX1B-jg z(o}Ekn%e7~Xvfn|Z%>o6E5tgU-R)K%hHtTIM?+nL?%tLKiAPQb&cK)KtCs;{@8H8L457^MW%ilu|ONklSOl`@dSyCkzc8yhYvAO&*f-YlclzpD1}(ZDYh38 zzcl8)iT8VyUnQ<MrtxQ%Gx?{*3fm zlCm*vDg6d#S@%1Fg6hrlEk5UA-zw1x{r3FM42`|!eb1{>TC6YqO@537Zg<4SZF#$r zucBEs`f{_d;srl7V2yqXw9y1Jx?qI&`JZ|>6R$_y>O|pxbucZSH%0W5NMD9OHC~X* zno-*?v}epR5arhYVR+rWE2R{4FKq*tl&ypceXdfyl!mXDFUw%hFDt8@<2W1Gz@EeT z;2yuyU_wl98EP`<6*mLL!-mA0)7biiJSnJ-&DGwT zc+A1CS)dtTYW9Z9=!S>Y=P17R=M&lkSn88+nu&5XJG`E*+&ddT61(r23xvC>nXzgm zGclQwKX@MWMxjyBRl~7BEBy#!J~4lz z;SwX1be?A+RlcC={*^fGX2e3Me*cLVR67fsrRd&h^OGkHtl3`N%Y+e{PlFV+bBO)T z_Bc(S1w4w)DV5w&hzuT=x|+J)#9InZofm`;_@DbdO=5hK*s(Ro!^th;0VqWs&l zN^{L94wQ}FD3zvghEBQ7nJ%UC`%Mek`^x zJB8;ush(H!%O5_fZ_-uyMA}gkn{WGuCv~LR_<3#W4)+_urG<~5L_%Un%TJ^Y7AJB< z3YvQgUe^}u|1ak5vMH{%VcT@$bmQ(8+%336f@^S>;O_434#6Q1+}+(ZxI;*A3mTj- zO>*7xJT+4@U#9B)(!XGJ)v9w}$966csWsIX+Su55X|E5}*S7B3*!etaZ^611e^EVD z2+3UCuCi|)HKEc^f7H=U#A=%>v~@{u*Eu#-Z-=7%>Du|IdmgIZv28-^I_jl&U8LT5 zY+~oN@wgeDgWYviXyE8D`+tE2V4wj0{|+ob{|77pdm{g# z3gBTNp#Gy3{L{0+_yF{Oz=FS80RSEjfc77=;NMiit5X010+4|KEFc8wzqA6VSFqr3 z)drBiCT&@Q+r2iU@H0M=OAa`J)v;A;LlZ0SmB^p#D^CSeQR%0q<+l zhJ!`{V57kPp$foG0VFCa6yhsV00WN-2a5_1g9?O3MSwy@fkXq4zXohLcyu5v1^^cW z5)%U&6$1tl0~P@TT(yy*Fi^o6n;a7ai-`b(i3p7e21lULu>tPb;9oc-Y#<055f&R2 z3I_KyxBxy}2tr&KjMu7-0FR3ZkBbV82Z@gdi-v~|jfV+^hXaKVjY|NJ zMgT%0Kmrk9Q6u8e;KS3QqtgR~=wWH; zfp6#$2^o-a8PTv9G0_;YQJBDB0g##*k&KxH$V?6QY8C(jSO9S>uuQCgcdP(aRsv); zG=jGXv~RI-IAORsQOUUgvVXt=1Mnlt3*_L%Cgg*9$A`!a1`GHJaQ|opZbGQ^!T6M3N|F*w(_#Oi3PQkCfgFOA90A=2Y#wERy$afU zH9)8)vdqu#oruM*_P- z$WB1S};&U18K_!7+28}P?surDU35>@Zw$#f=<0zF>4@7^>**5E< zItB~5JZp-_Qk=Z?RjP*H&lxE-X{-so@u-1bUt&GlGKd>TZI76m=S*>#i5EY36}R67 zv>kYshVEB>5PYCFblynxtggRf8@8=Pc!4`=9~z)LBfSd6KkH9^SUv6*Oo1)WF7wsd z>pePpH13C|*Qp-GRIjM3OHv`Q8Co$~vzs79!D7MP9s0gMNm?gSSjgb`P-XNXHSA)H zwT1tpP^{kDVSpVWz-a)ors85D$ei9`Dpw>QFye`L{IQ0DdEY2aq5$zMK;Ftnc#=t? za-Z4Ft;}uH{pIBnILXfU%rUJUbUKUoh~+EtBTe ze45Q^gKfj{<7VqfAc1doPkYS=iZX}bwU1v()W-JLTH=^$zqQ%@ZWUDa)BV+zemmv0 zaO%6#ctnfKRG0UqkvZ{cr~X%C z_Jie!aG-B#|M#$*^NSuCMvf(!{w%sgagHfNQvbcHZ-Ra8~SN}Ae>fcW48S!_{P$W!A$c!ip5&{ z!Du-gMo=kohAtl;$AxE0y7^OMJ@5`1@ZRSKfAnXo7aLlwOa5q|Uq3y3s>DOlUVA0IaGpB9DC zn;cSDP$|)Y5o3~7Okr6W#3KiDVq9bl5%S)vdjr%X^vH8D6XCmWBxvH4JxSBUvI;3` zTv~lp$pY%$nc!oY$>c=@dZI^fVB;l^=AV}ON+9mA@R&F9R3(|vIh(M5_K4-qV96=2 zC>A{Qc!^b8ol7qm(7`lW>9y5LWJ96QW}aJsbJk;1Z%h0R^BZ?sB118Ah=H6P7~Us- zl7wJ3kSTO~uOyLJhp_&IY!x|DCJYH8LBN>w9lPa>*^l}>@11>m**0a3RL3uKIz@^e z`0TM%7Vh1agIB-B-p#YVH9`4R&W)qm#!AgU|5uHQPk~4+{?hP! zEP=0)--ZAwd}&D4X^YSmcoC7|T}GT0FFVw1&lU>Pm)p^K91Ii}?tI~kF8MdC8F+N% zOL#A)sr4&_!unXelU9ouaPaUpstcq#W)G@0&xCaP>KcoDn~SM7HWez$AXS%B?B;A$ zHfZ@N&6~M1|RglfOy23vNe9AVxbFlO7Rjh529^_I@FWWE&&kXUjH_te? z@OiNY)FZT)(O}ilpS`R3&^qSk_f*rT2F)EwYd=){oNgx=XZE9SGkgXE2G2wlmaLvD z>(b8eFtC@F-2uV(A3nU_@;bp`I?-S*8XY9osf3!0`Uv^$dswkBt%_AFKd$uB z&vJ3$+wQd$9oagft!t;%%x@+x^0glYw9H+(W{5GoGVYIkWGurZ1e@EqR#s|U;5J0RIBHRg6xI7y ze>Z>&OYE--{RPDsqsSo2@}4qjF+~BUQ9hN@VAj} z6nx&}sZAP!Tw2Io<{nYMralh-v|6{kNa8yDW|MkhTEFg)fa5xkn(7Ag&KoYV&2xYa zMfO_br&B<88)FXqW&1aqzy$TjEmD0B)A17pzb2QT_Df9YjJX6aX&Ft+u1qD|m%lpwbZZ`U>NM_=fS|I1Q z{hEI59{uL~v=CX>&X%g-QGi?ii%mtxbQYTS%MkVvsbh86@AheESCLk^w9@iUhqw%b zZ{vv`y6w-y=bVkbDJY(`bDfto`W{zPu{VxQUAIR+*_M@J?)thrizAw4UdF0Fx?y*7 zECMSZ43?{&t4TI*ruTfVXHG5!es8i_e}dg#ct)~t7reQ;Mw!QUlOFy^lj7z0S;bsJ zzMRzK2*=5ai=?jD<n1<=DgX1pu~VE)Hei!wx_B2`wxQDGv1gvwq zLhVCxlt^ICJEo6B1eJu>EF-5D@-%29)dkm@N7Ej}e3Oi89RY1iI4m@CgJ`XxJ>pN&;?`&!;a6ORaU=90!Vlr% zd)-x5^88?>5;rBio=T$8fGngI){wLzA?`6t8i_AU&V9>q125D*2rY@pi$J!+q%f9f zI*o+9;TWoexWqf7U9(tb3({rogixAf0C%WIc&yg99{%7pdee zkl6Pqky23?CDA4=@ukbq2sA>$_f+gW33^h=lIhV-=_zu+WGKAkleBc2@aWz}2jlxs zDN<02?s1_!iGvy$jcJLIiLS-nmC0@%U^tC6l#eTHj}w z3uj=oy40&jZgDuPDrF^cyHq-5K8N~_S&;r_Nff(J&UgX3DoKT3sb#N5WNzTWkJ%dt zN5o*^cp#P!)5my{vD?y=@!W@(qK)!$ zk`HA_S2NNy^Lh?*d`sB_X=AuDNWQatN!R?`br>GEj7e*jeT4S~JuR(=Cxy~7cOu-% z*&~$ZC{O+f?Q{hQbyS#ro{gOmN8z5#!i(`B4nc<>v({QDf1h*9lJ}&MxNDJv&{ia( z1)A|d2q4WA2c?Fs6tH+;XsjfX92KRG=8T~tzkTUJjs+D*d*sPQ7AHrRnD=CI;}^d> zD&dvRgDd+i+xw-mC$uCWH_@c@{vziSFw>VeYMQ5%Eg_%XysX4iMz5{(w6wH8{&PTN zo*5`DMXNkS3Nos!B+{eY$ny&~OCb?{Mc)ynentVfVLyahc1vS^Es1>FlB;!8ajaS4 zhhJsu;fyL#GPPa#m6tGjwfIE1a-}8>uPxOwqSE)=h8e`0g>*jMG z3G1CvE_PJ)Mmp>}JWE|e#~-AtejAl;@0lbB zsuyanZ5u0n)8;HLgJA)xmq=?6&nv-?D*xS6ZoFFe!9h%THCKqQ0ve&#VYOPJw1%HI z8+24qHx_C*j@ChnIEUJ7TwXes;iDr{9RU3Nc;7^F0jCbgOAu~WFGqZ~j2<5iwj58~ zfp7A)Du4dm&|%-g;nnQ0*wW`vwRG5MOdA|$Rc>I}9M%rgCS4mvkBKc)m;cbJqt%!w z)A}yzi)U2BVOg!ZaC5$PlM#O0wq=`uQc0S2U2?JtmjQ&JeTPbX2Z}+*L^*qKd#NTu zJ2`K)Rpyt;)p{haI=6rhK^BCp^Ulqewa(G%@+2g%N?)|#IM zofvLV{#%{3@!hU9-49;S5853&UY%9tT_bdDFyrO*$Dm%B2tV;|Aa~buCJ>FG7jvR} zo1kYm%IeUn;<%OYz4@4>wUxe;%)5btKbDgp z+ut6F#u~xkWWdN9dhoHI6RjC4y2d4{#RgbLXHkXFF{m>!V5l?vaiUvcy@UIrucaO3 ziLP@&y1)LohwEw3Rj2okpv(B>q}#otPcaL_pMH>Nz3YUpG6%QYUbfCL8v8~DCN!&W zYrNBQq9bR0Bz(P3YccER7BV42Ynf-IgLq$gdux4Ls9_ZS4r7`)P0k#%op z$MDzjV%Um0bFUo8tWIQ}4r#>RX;h?H?-5u3F(inIn5U7qwY@1FLlfQ)gN2$vOib?GtSp<26N7 zw+y`p)@Y9teJ1=EYMEWnEThR2;daqQ1;SsQm8Rwi5$?T-kmQEU7)FEW`;{xop^(xn z@Ed)HW`Ld3xSyv`e9RSI{M)Oon#^QI@MAn~o@VnW(2$;Ia+M~gwLeE3x07eV^FH?o z#C&BxMSEnJrw!=B<3lR9Zt;IAygaVce2PS2L6~`(W$8p)wuVA|p4zBrH+`I}$r|N* zcDo^1G_n~Ysr}luKIK<~^vizXNM`0Zvo@l9f^TMFg)ZGr0PA+GTTpIEadPB?4f;#g zqVH4HyX*;DqG1`Nns4+=xBQDS&&$*aUEVgc+%_vx0tLZ7%bGLuhEH>EzIW%H3VvK0 z_GD~kdm0OmC@rq+Q7;?yp${}*T+G=(i{_tjXI!n&nN1Q{V<%kZ7b$=9m=~C^46K|6 z0_p}BXNM=(3w%&8UVPSyCTr@SCgvxR1c}ygAlBAo=Vy*Lj1iXAy;tls#`ZQ=zIknY zexCo#+4SqY z{xP7wN%fmiC40%sX1frfh<0+Jl)hu*0e3ULnR*`fFDhrV;er{Xhh$_wqfYZ zy&Wu~pHRM&FgXW9j6WNZPL7yPcmxkg1@{Sj4qRAl6P|U`wUtaM5llDd1_09{_A|#XvieZR{$J^J~E}ku8iS@%JU(V{yB`_ z**)>4Aw<`5&Z&&|))c|0BVW&f|F#0kuOh+a4`)A~Y_HR8ul!4|1I91;zTG@#>|`+| z2>aepbsuPdy|L-O%FP*SL%KTs`P0PiX2SP!$`q=H>3m~zA2068VeH~j0QMpF$mYoN zJ@cJg?9IUXAj$0_q>{6~P<@2*+`Gu?i)FiGKa>WhjkA&5Z`W17%k5Cq zI-kHvd+i3et*W@f9rP9x(%`?ef;aEgLkVXy=XQR)Y6Yqr?Um17T!6<+*_W@t{U*6H(leUF z(DM#3l2&WT9-}-jy*?-{qSoTDJJrdZj4uZUW1AY%uf!pti4H=qGcihL`{iTUd@NB7 zn;3y`3QWRZ!Zki%HY5+ou3VW-Qz)-`t6gbsb}~Hv057#0j{BgE`lUL)62E+OYXWkH z@}4SW2!F5WDnj54SK~^FU^d%)BHNrR`8AfzQ@)2JT$BE_OS_zAX0XXYXra?an_@&T zfX^*%j7rl!sPIll65%@JJv~+@%0W8#MEQ< zl#VNn*n}TQ<9(w+)74d3GqFO~0GDlo?~0x9=zO)2SR; zuEC!iI4fzj5x)AdBgYMmr}Gt><-Mb6Xg$?QMFBrl2nuD{P;jEG?HKDz(n#O*PW8~+ zq%UPk*YeI7(&q!p49eGf!DUk+RhZ5yA7naNgq={c<;C8}D36MvY6{PZX@!WQEzl?v znn@3}tpR2FJ2zd^ z4OOm<2irDPz2xNuH-4VxjYfS7k@p&Xf=Mzv9}{6x8$XDxsNQRJ9{4P0y*Ko|ANBgQ zz&WL0fp|+N`CJ(v+u9~=Xe_iucW)k%oU;7Zi$D*r5s}sAb~6L!=ml1OlQ(C63O0dw zc?Y!vn@^kyp>f3`bj~)Tw#?4=guhbYx2tvAanAUMRAuo;i_|4-)Z;Hb%G|bwK26#Z zgedCXR%~rf_a~i?H+)N6pDJ;_1>)u^?dL#DIRwX(uR1x*`lw`>jwAO|wq& zFlTSASow**8FrHBELl*!&3+#fag_404@uuUS%|fEOF3n-~krAZ5~}Fkj`Bg(bOIQ$Wnp6FnuYHfQbtlT+=*=mEc1v zI_J@b`dsI1Rt|qO77|4M9ZTAw->6d|1Rs74;HJR@YEtk{J(7cLR}!0AI1fX07&`FA z?WXhvhVh(eu4}pXqnXxn5FW3ihhV=)gq;ap)s2v6Wu8V!1gjXcZbeRlgqQHG!ahd#I3GvO9Iu85oU|$O2xvW|9!#j% z;|7eW`!%3tJU=8G$m&o?c#NGnSSWY|bS>QZ0zN~M(b=0-fglJ0C+$9c zSmm^SiXt5iDH-`Gh4ew=qSlcGS#xpajAZ`3x0S6jOfLaHW9UluI6Co21bmgV^pB`e z5zCk60Fg6qB`t=J!VTp(gFO)`A zavG8kjhsH+oW~Gm@m<5AJl+FjF05*a7-bntz2>}WK4$5y%FzeSGU?(_=X9{jqH5-$ zQeIVGitJ*cW_F}n6RKMAkgIddwOR07WIB9z>WzS+&_hD)& z+~Q9Js9jdmS(oa=5y*7s{Hi&F-Zdh6)UX%*@KhKNPTI_68sqtnXr8}_HIqMSPKT;B zMDL!M%N;Mz=D1essM=WRKK@DCJ;CPEX5cf=y+w_*-JbU@GR^b9)mr)~f7(WQ>FoG2 zwvw=)IA)Kk?O)cm&M`zO_7d_s!|4?{oRW3+%s>_Vg4^?~rcIKK}no+8X@?H${OwPll*r8Uy514iR$R zMwrDKgY>2jQ8PzIxWgJl>_rYSHr^iz_cez3_8j7Tp8nAa91~)qNB#ec@Be=Y;{R*o z4Tkz*{y)#WQU1rw`+qq8;Bhw)1_JWmWAE3cH@J-db^QO1y_i-AH1Lqm^?$N(Z^KqO*7#%F?IX2!r`LBsn~!2j;LV_88|tjMHn z03S9YBsMY-8!a3=qyRfK7dtLGCmcH$h=~iCiW?x#jYiImLHuXqZOjYs;RVF=LJJGv z5($BLgpk<&S$d<>ivrw50l{JbYcW8A7~H$}04+(PH`0irG63*>7>?lkOTZg%8EQO5 zT(&zUn0?88nG&8RbP;Q=HPg?f94aE*4rted_PsF! zY@H0VkqCDCJblLXhx0^d9VYSe)?Cc+sv^3}@SQ=r!xe2@P|xv0RWo06awDbDaOh?n z`5fM_>XyO(tcm+Ql0qlk==~%&cXpVq%~FSKZZqZJ3#Pu-Xcndln+R#L?&vUC(uEv%ek7``1?eZb zS&RK(rwk9u1Y`d`vox6eQmpV80bt&zg5CTtoL-zIluV{YZZvWG7b}z)(y?3nML&Lx zmKL&u+OWbY@GTDt974y8LR~~7Kj)amzPJMrH8{5q6C0=6OtbT2Bg;HL-Ml}_tN}fe zehJC3uu2>^rK74GbOe73XmV4gQaT{mJ`#J);i+4$>Ns9lIW8SVQ!-Mt_P#ajC)ZeY zuedg2$s$!Dl^wz+A48#IAOTt7o}3JG+RsZI^49+I68pY`H%~TXQLs9ag{wo_%!-^h ztaj2PBx$)kZ`#+d z2B?dzs~9=`BFCd7wHfMV-=YwlRlkos{y6<(4}-Pmvd-&jkuQ`nVo|vI<0TEzsuAZZ z&9Ln0t24SLrrq2-8-*i}%!c~4Sc`gC_o6#YI9SM%_B=d`hBv(Ic5WJ0X)Hw#+D zf0^TbI~!_?h)as~&pw{mrM(dFgAjBuke0!L*@qkwH<;OKk8PzS9-iUJ08 z+CC08n#6Ga?Ok3MCYRbWgN%G~ln_Aw=`Y79KZZi?+T|GX^vSGZ*51i&N!$$JxDT9aVt+`Ovbcjw$-3zRf{rBu8C? z9)43cno*L>JITSb9G*-5UXbZy-)b*rd>-ce}C<_lhWmkP?yn1M0O4w4WWT z4NL@PmNDU{SU88jpa<`&#FdS=Z2l^B+TAtYXq#f<->N$5x0H9FE3rI}3rDP3-yqhM z>-$ZgdUsN64O2$@@#RNd?XWYo?PMG51Ugnx27Dk!=~z!&j%{*Yr##fICf{AwjbCkw zB1X4_%W{vb^FTp4O=C$j~QL=%>qSavWj74r8Am)gP5Lb zdq?L_SDVbuE!W%nZ;Z?i$`2c3q6zH@Sd1dK(pnQwzuufyYKTKgO65)6bRsRPIw?hd zbC-tdPzSKsD$xBvw}K>^g+FJSIo1w~-vdytWo-?-AsAsAiT!{ znapcMMvz_#iOeL*KK`SK%B3^QqYAaTtny}&y$zQb#3*XL@}@ell$MD_N2z0nwE%zz z&^8;uO$!a*cI%*8%Rl^H|?(&r(nh!7@a&HG>@J+ znW+tOIx>jE@H$9^F8GQB+t4&Lfh2V(tAwD+VzG{@IfYpKw*$DV@1T0L~?MRcpQtz9bC zhK>Af{8^XI~ z2u`PK?8Vn5u%T=LQpbDQX@Mhus|0UgIq< z7b6KN#hKa-sJ?X}atO4x=Hmoyym4gtm8&u6IY1J+)^9}o&1nZmURxX|!>3qC=pQV( z9#7djyv?qo9zMs-R>kF$G4?Yq!`8LoKPrWBe$F4uMTNX%pHaej>&u|vj#A28pB}QF zs&{!NhWTG6d~2UXsj_h^N;!^uLHIe$=t(rU{ATp*%9U^DFW}EDr)u7* zNCoeg>B8!V4+LU2wM*W=pa?H2lLqlU0DZO;6QR3&Lfh@15LPKso&x&=@A^L31X24o znz=*c`d)?jg*x~i5BYO{@=Z1IScUT%3^QNZ_2ppmtZLNXYr@ap@^4A?d6VXYVeZ&= zOXebB2Ir28Z0_+0=U)lu(gy3WzT{$kVSo{U-(u!>lkBJ0jMNPmWJDT(iK{LU7Qm(9 z4x6UMpbqinCYXNNE|}UjXe+Q>J+RX(uvQ#Lkp}9z88{v$HCLAV;on0m_g+}>RhL8tqndFIY(_CU2Ear~fTrAjQ|iUAH{te~T>jN} zQ5H4y^0=YOrjdd;!KKYe-fkf@sZrUtPJZx41_3dSRMrPH5j9tSNw?0z2QfZ0aj^%H zY8P+Q(F5+*WwWtq2hquZxT%qFR*g6gTuNCN7c#G>t84vB? z9__Li|0td;dLQ6L6V!g7Pt8Rm2m~tKC5ZrS6z=`5G(rwYW7Supir^yi;iL10<1H`~ z+0w%xc)~2~) zr?*K_e&7kNqfJ(h@W@O{((a9`0;c-6qAatdEw5xw(gg3pV`WL1eDlaEez}Zy)Pw{7 z(Yjm1c1zNur69ZyQ~V;#{H1boTeBQ3KJ~8H;9|g5orj3L%c@X~{4px6Y93MFnspbE z-VeUii6;*q9`Q*%q|7|jNi*Xf4~uVwsti^N8Ki+>=>Z(`G%vNoZOgC%`Vwi8?ndNw zSfr|lr%8@t;*|-V0`uZT!lysw=Q`vttY)s3=4pQZ6es1tT~?s2irkEwL2{ITGFbQ#84pzB{X860h;!yxo) zi|i_1yMl~joO?_~t!O>ZN(p?JM9}AbPn1xL+_|M<3QNrImhSWEbUS0^RrqCLys6$9 zo|e*31E5MC{KA`~@@~4cuO67}ycGuah^O~Z7nUD)%JN6sDxvv4H(HcFj;6eut|3II zK_keVY^(fXo=_ZF%hFo{q8FI=^dh*cMQ=wqIxnp*t6<+Sq|NkVva-lot*`d1 zhCYrVgHQU_R_|GhFcDeB7FAutn@ZJQB0i4J_86OFnU;4{@g_Z9fVJvjyOvKTSCF7S zhpx``J~=WHL+7|r$qJ?huSujFc_Xs%U1l`v7{)s;sF-s{Ez3$P1PvtIQX_=Y#n!4( z+UEDi#fKW@VN1>T+f5(KEAPjOUDIk2yvi-dTSgtB{o7mj@W9jYs*_tBj6Jj(P68MZwGn!6D? zh)&R#@<93RE!PORl6l?f=Lob<{lZVchwK7dS-7Besr}fez4mE22W;vCElPT1f1GQzXsv34r(tmD!%`C zNB&rq8DiV~BcAG0k3GY%6aPqX)*!v?fTC09#}|ec6VLjeS{;$&LteE#0w)Lo-lKs! zBN?*85P2AzEC{-YJyF&zz3Kzy8SNn#!)e}wx9xrV?V};yBa^UWGLNH8vh}xPoylI! zi8?sR)}!UtBTwyvd*eMd6EJnM7*Opap4LOUD5b!5CM2r+6mJF8DcL|k`50(#+zf59N5+Ti@zuVk+~2Y)Bz`pAA&S< zR54GJ;bxfaM#6q(Sfo~3hn^gnc#&JU>Zl-GU*r{;JM-AkyMUiISe9g5&w56iKba$V zUWQ>@D99R5iHW0$+O(Nj4L|L#*%+l_U7raWP=4O{%DAEt)1-wO9k8+WREhoj`CEj* zR&MrE(fJ@tdxI)c#-3(gduR0Xr*HV}bsh+_`<-|za^KJ7u;ToCp8*|N^gjwS7xpGs zPbPmbGGQ@Stsg3)-1xMy5w}>!WFU;La@fyf5^rfLjsNo5VqqBi9`l9hIo2l&V8hpo z;kyj|yLT-6yJGCtmQACTKp}@OdL;lJO>ce|adCBH2RCa#%r?7NuG}hzO1f)DMu6rz z8(Hmq`%~f z0nXo@)J(HP^mrMSr(T;U^0AACRcnS?$H~X>)A9Q+x=Ry+?DD^NH<^xq5GQqIXV_S- z=y;rB6d#@Z{L#3ve}r^uB)_xWHEtJvo-}iKCy$Jvfc4d2`YZ7TJJUvq4=addQFh89 z`Q%L4cWnyr(^KFA>MS1NrQ?{&?~>+hnNc5Q%4eF1q<(gDO}vZvICh@X?~0-NN(6bg zfN}nYzx&fho21?)l|Izk)LD1V4rAq&CDLVr{8{l7&@qFsa~feg{`B|yv8Clq9KuE1 z&sNi)zn&k|QRJh-t1eutFFtl}Ys!5iIXl!rxtg0ocVhN4ID;4WKXN7erL6y}EB5L; z@_>y3-wZI|$}r(G}3(@}HhW&GDG;O})s)Vox_<5HnzT>pEM>U-{u zd&c#1q8G&c>R$nZWBw@DpZV^}QP$JJ(e&qi-QGo?;6wh|`L^7)x;#N-_x;0WclXr6 z2+6&G(9h1XCpMxhvX_`1I=!ym>ib*4ryLZx&wh`?%qN#!kNRiH$3(vmbgun2_J3?0 z5HWrI-9DUR2hsh%H{R3V`-7$_y2#bRe7_zZYlr{x47nJ0Tt)Csio6cD8`bg5+>%|P zv>mJ4C}QnIOkNz1%TJ1fG9`3b0Rp`rn)3%rUr@daAJ3O>v=n19f4CZS7Wq)22AhF@ zKcpgV#$woHteL9UkYv|TTVno@hyh-P)79b($N0Ip zUOsS`j1DJ!O^n$`KV@LI;b>M}=TXqZ%Y6Z)ydSu>pkCmwHqCCNo$sw3#am2k;dmJt zG9=?m<-f7k+S0A3ZPnE&ao8Ef=`NycXK5@V!;w_4S||@E*MSm}X-%xtv||b=kD`ag zHQRL$gLG8ccz*1jDB!Km7!^ccJFm=I-^f0>P3yU$V$VXYp@n|NM4%Ia-5@Wmy+3GY z<{h$BjO{Zc^*ZdX>A*lK{02)ApLmIXJwly}sl|d7c&<6~4i{_3hVY)kJDzv3YP?bi zmCsv>q1F`Nwj9FfcR+0|F3RDqoP*7b%5YO>8o$($%-3FHDqtEt~VlEw>)6nc+v%eNx3>oRhrR%c6)X7%Z-0%7-xrL3#&dtSM44J6pm7v1@+7Z@LpmHp!f*RM`~PlcVMd(Xk! z5?B6nw7Rf#UT(L_f@RB@Ttc3E4lfStL^8|-PZ+nse)cr+*{oMrE1`Nmzb|rrm1{42 z@w_76x`1!yzAjV<7>6Q=FWc`TH&6(awo;IfRu``S9?caeNjiNq{L<6@ENe|suLs;u z^q;RS4wSR%7g3Suz%yV8x(V8d#^vfd@UVB@b`XDdZ?-p;nD5`2o5(QHv>V}#!FQoCUijl1C9k6{i{(TB zVin$g{}tTA_A9H_MNW1Td3pHV?>h!{eZrj`)ICapGE@bo;O{UPnhf82-p8bEe~0=E zM!M@5l3@AeUG?_qID1(GlNgMtw0ryHY-gPXJB)D$HHKA~c0x9yOzzYyB#A7J?as<~ zJ&TrQAloiedsM=s)Wl^GjnGpY-;#eYjgU1rV$GQQvd1JMJZ|}7%AOztHj!h~OY1F^ zvx*4Kcxv6pOnv9FjwwvBc8BHNMbWb(2lm*vJrq(Vof24+-v~Z?(8_AYN3K7biQr%> z2H(u(A()tp5k36fcn?y&X9OuC+$AP}I?W{nUW54c=XIUWl5!cCiE7C?YF{9P{5(FS zX(?v27Fx*JfY^OD|8Bf}w0e?%Ug8Q-mPtpo%>~Qn=dvU1-^6OoS_w!a(i z_XIN8(i%a$z*?dWOI;ipr6Swwms%LPBV$Id6+R>ETtAlzat?&a5nr{20)Y}VUKy?V zA~h2^mr_fv`=zlq@W#7S&OEA*cXdy#xfo_$#?4B8{WXZ6R$4^JXwEq{6%NBxIi_d! zVT<3E$N1QCW^3!7n7S3NE!c|Ltm&S!xmC?0*}d(yn!GH+sb2yIaj9{=+adL?os|E% z@g|UYNL49#87y@`lKr#s9tk)LeBF5S)o1R<)RfTZe1~+p?XhWL358iQMEUr3U_Y73 zPU1C)yED^)gShUK5iUFC04q3%`w?gpuuJyy6s=R3R;Uwmg_m+8*CmAO7`LY4j>?#s zUK&8H8`DU5)C#3Krc`>*Q|oJvYwtOJ>U=Ue2n6%}R8HxW-llJhH7Bi1oiaBj7Py8r zr<{tMvQPi={dlg+vA1BpA5LpJh|2jhl8^a2YOR@9zMtsXTv9@7Hi^nv_`llw|G&Qa z{|@h9W&K~_{V%cp-{Bnw;t#P7hSFjF3s=W^P418|f2#X`DeC}KAi(1vXdRr{0YZPE zb?ASu(m~)oI)MBYS_f~_UzK&VKgv4H-|&uz0P%-d|5M#TkVpuSui+g61sMwAHN1m0 z^}op-EUSZiI{@cDtU4s>pWY7hA6y-r+~MKTK``iuP=BgB2?l@~10a9_@cBns2j_S2 zW*w}oLt?$QcknzN8S0<*{+C$)o8Qr)aNv+$^E(9o>m(f(4fk(*2QSe9q zN;qOlG-N6eJ~cAtzgTtpe@u0N$}6i5M@9!Cp+m)>!$6@&BA`dXVZcFR#6V{Th%tjF z>2UPSsCdi-h%6u~7Gz=;N_bX)${%0dAMC5MV&JgjV7!G8dkf9UfkDIxV&p`o;(~k2 z1CV^R)}e&|`s#cDWj=74#3d90aSI`{h(O7R0<=T{ZlZvYS7IGbOblT8x=lxC5+^2+ zKopV!7)#OMNCVuY0g=+s%JR6(iU2=FC_NPjXB7+)bp&Od|AX4Q`_<9L_c@ ze|`1WF?!s)byoG5(L{EM2+}WM#X)j!qXav?f8HH0Q0~5T_arr83KQhB-iSyz4R5qX z7@5>;v!-nCBF8)6vcBylZr`ST4~Kb= z|KR;_s?*~FbwY6F?wnrWKI0uJ#{GNl{J;`TN$k+e&xr})PaGN(VNg@>`7!;yBLK0f z18${2I$s!rSVl_?vKUN|F?k})<^hGXY$Eyq5yIxaLHq~G0$p?Ldyy@8E&0}hfGwD` z95(Y*TD_zyP2eu4;26zbN~R{WkspEO#IV1TQ7;T3o#k(R}5rreuhk#PWh9kPXq@tGt#DugDCR9Gr zwpzu7HC=RvNj+2PWm)x?ilD6Qo1>4F%1DPs2_+g4%T_c;;talfh0^&Y_fp4zonc*4T|L`;oz1%BOy8gT;m&5b=*?-_ znBsog^}G{JjPr~oXBJyT)@N($K121+B#JPjjnzh!?sU_k?xq);u@&NitlOGEawu0j z(@)k7*iab!w*7AiH@Vjws|RQ|)UEK>Gt%Rvs-4XpPix9>Upkmqqa@f}mnEn-3ucYQ z(7v94`X}%D#MI>z88vDu?k6?j%-p8fm$)rG2*1g{Bhe%N$;Y$!ApB*%8Gk9ykqE0*4N|He)b+4oNG2a$t6 zb=Q_=1+TZ*bhVx`!X6{7ONrO&jZRoM=!n^GIw@qdvqJPSFdWb1x03 z9w?#EDkNT%AnPE~ucnd$D0M#r>w`$1Ef46IN~3*Q8Z@t77-;&?Il~aW*p+P(&H1gB z%&V5zaix#a#S#97NfwIx@+geu4dmMz{32>-G)#X8~1Db z|6=a0y5d^cHfnD8?+%aa9e3JyB~8@^lw*&-&HyP7bK zb{!gDE(y8=1=pf+3ZNpKcuB>ePo|$f!3#${_fDnlTHXFGz*&_3ge-aga)`>cc}!iR z&U2jNz>SDDOT4fuji5f8$3OHdlN+0Lo6;WBn<fcu6m@+>c`jD%*t%G+?+0j+n8UPa6DGKh zKG;Uw6S(E|=@|QvJnbP!jJ@+|#cMkf-;>KDD_JuLFpnpb;FvWy*m9ri^W|r_0S<1n znEgw}3iJ{k={x9zqRLs!iImbU{JTXMx+RB}PBNw&aM85j+XE;o3O-1HBIa{w_Hx?A zFdaQOImcohvnFXbj`~WE3SDix6U7?+%HrEv19ePuk-j_mY{kgqOXIXfnpuY;_m>07 zm$c|2 z#)S+XL;AX1JyCMo-L_4>(Fd=OqJvdXVzNh-O^gwJX`0w)(EX0Tmg1-sNf)vp3X}G^ z?t^nhZ2hTg)$?MZzO(ZAK>3)G+j5ISL+#c4g*NZGeliJ@3^nOqH%OY!kts}y8G)3 z*p~}wSlLa$$&kLPQBqUY##n^Oe*oFolM}Qt%8)u#_S|m{RTL-5q6EgQ&E1_Yuk@T$ z5kFHVe~$b9WccKozWw+_HAJ-T^O^8*=Ak{c=!<_vNaRNoz`}AZy4No%jG9Be%hZmq z(Dh1@499|9E+JzdBNEESKQl)!bd#2{dx(EOz6aMp!a=&B(LON=$x3bP*7>ft;-Mu{ z#o`XDgan_>sEVXu$*$9}(7ke2az7n{0h;T^osn#NJ@KO*~| zpTzX#Aix8jBNLf)qc+=)f0A)lO_BaCSLNH8@j9iN$f89Ove?BhdJa6(BG!{5*g+e5 zT4gQ2uYt9lRB&*uV9s>pRmDE_*>s8z{*#?tH^t@(qr9J4c^9M~d+r+e#O){Z20qhda)Fqe?n`@i=@%!{*L}Br5wgv z$5_^3Rp{F}-R8^V%&*5s@5j%cY`UeS@a@JhbBnH7gJz$o9n*}>ZBacw#kp=Qa&wu8 zri*&_+PeET*;sJe6Qx*m9b&C5>NzU1{-$>KqW1dSrgXASR0i7k;NbLMq@4T{r|f6o*RRhh?Z)_9?4j?D`471o#j8AcjZ??!bz$OR>>t zm~nk~8}?{rgVl2JDLO(d84jaT3AtUw=)DjBC>Cjf67glhW1YjxzdOQ9)tji;XZyj` zF$J@1!LsmU*jv2cx>{&$b%Y;IV3Dd%da}h;3 zU_awV!!Kzu4~J{(#c>t}a3n=TD(Hq%3l`bB?+wS3w1n-z`jeT)ui_vj49CmhMoo*k z9+)NxKqb{DyF1y26D-Go)5cN2C6CW0{v3>P9*Ouu8*sZ6uILnV8JwsI2qg|q;5vry z^g&i3Nm;2+vfz#udc+7;)rS`M(C73en06E6mN{RFe^pB@7PmIyaq0{lGaT_6F!_AwQOiw0+#?6ZBP=fES3=L8XaMlt__|#z7?~=l3B7G z)*P6c3WtFLn=v^;zMYe1?waQNhU+ty4PCdDhHc4=q;nXZr{U{qVHy&IgXV*2=n=?+`FD3IaJ#r}n z!Ohl=C6kaYSsOO@)hP#aB^9b97vIfxyc)UxF^9}8v`s9RawT0Hbb8<^gXhtI{xNP> zJX&oai!L??+~tS05xDko-g-*xx1rgG%D$dr z`6FOCGvYbVTX{RUZWK>x)wl((4*B}6dGu*%yWCM`rG+)>iRCw`x)NwaJQ<9wKlEs` z_qpSRz<`#mxz=e&Od6SmZ?vA(rr9zzsjhCtrzyo==7qjI#eqDLBH|^qj}A?81#xDD z_P|)v6TjIZbc-~|#iNp*638SvXojaO4GH%H@#3jQUBQ!5PTb5(lG1u$5o&8eC!7x5 z4L@{Kk*Hxwm_%8_O4^s2%*;{BhLZ9P+)}vD1w|-XJ$SKFg<_LI=ozCW?V~x|trbQm zWqfpb2_dDfxD{O^-?N&_7Q%iMEaw@GR&2Q@H)*JsYPeLXRuO2VC8t$AjaG5HmI-dd z_KH>p(Us^8mG0BYl|+vgAdl5xltC=()-*rn!LH_} z28BdDP=c@KRBO~sya8*8p32iDs;Wct*vj%IfJGOVaRp(?%to2Hebn5bT6@knwOHBCk!PhcCBQL7;pS~>jep5+gaD?nH zyrl+j5+xxqt*+&r?&CvWEm5rzhG@ZBoOnC0Pa_vJ6Ru8%Rx`Gho8~HE;%|y_;r`heW0EVSe3%BN3R^}g} zH%6K<<|PFn>=~mfAKTs?2x#k1JB!Uf&9RhdK*OJ`N5JHk8lAT6CuZ$m7%$qUAMZOu z;yy`~@#uUAk6zv$KWy(!(3;Tvg9hf&h=G8dSJqe+;q$w_WS4JX$`a9hZHlaCN-JWb z5)`|i)#{UY9j3>bjrW~Op`x5m8Kqa8#7tm@S;rE5sX8; ztxf1<#6xG!z^!A%j?Z{&p%G8?(n!vdpO2!iSJY^YZ?(^f`%W=R_cE{Nu=39_0>FhC zOY`05ZPMm1N9QGc2lxNX%bic3F-#~~4O4i|t25>R+=d4Jps1c=F z#FQTNq^}e+fzBE)wUfr-mtNGVAOSE=TM*V;bzlthL5^)h!!s_Vd|nte1HaH34kt|2 zI$x0WSdy;jYm!=a^jxNtMmo8i>~)*wL0oCZM~Hu!@03dTrq%PvlbvbRhj+H}&2yky zdYLSv&mUo=TVh5;d*=FV5l?HX6Lz_suxkl^EoBT-Tx$NNdWp0wQ}J?*k8m~UtsJ-U_WiA}e&P4xDPF_sOeiF)ab9uuF1VzGTsh)A^++sddLm*<;= zlS|g-n@1hs;itQ-q`)r3wJQ3#IzGezO((Z&t=eD^gB6gi+YZQPA6DIk~ zrsZd(P?k;G$`Pc_pChp7{@UQXt)+5ALtmKonk;wuw4v^?7i=f@SIQ^g-o{pLGB#rQ z7a0+cd^fh#vUboXCOD)s4Kil8%V&eRN9RB9n&_;=dhHcQt_N1`9abFYw$CbF9Lh4T znSoa7iv#V-MZ3|3(8@LU3k-$HjmptMmsRH% zznI!`qb8ffCwE?uAfk_qPHSM^mKM0c$^@K%d`L3uzYwx7eg0Zy+uE3Cv&~fdGHWb%k!&ATaJ64WI3DYe2eMgd*9Z^#U(`7%5i10 z@9e448q&<`jUaOOHqycl;J2ylH5>8OKx93J%~kv4FDBWxJefOXxyhTXyFi^|a;v76 z$|G-^Eq3^Ed*VB#Z|FMA*T_|O3zK)6$PY3a2C4FQ*+jRxpY9!rdwThQ?VxOcf7I6M9M?XkRzFd+La!~1Rx8Rh2T>RBWvqtym36;a;> z2Fq1#`pnO#<{~q zxkv?dmHZdS_E=Q??wMp-a%I$?<|Pqna~sk>O=Po`N}*AK!Y*Mt9KnEIGcrvqGlhB| ziF~8gg>%hjJ7O(M;4M{K24By1KGpn$BGiZdMp`;_1tr~`1zH`;pLQx0+Q>|81t7;n z7}GPAaLtvn+(d{kno3)Pwz@dd^JJiHv1qf)C(=nIBjxJNV6B;2apU}_Ox`#ZMcN%h zh5w42NvkQljQ%M2gm;K+kqrLrX!Z-F-J>4|1Z__0#E~^3PAN4Gqrj)jbuk zMc+D%t`jI(4_HSwU%dgVVTffvf6qo$b?U-ParCf&msh5cScZLGRhqLZ8@7JjXW80& zw&Fs8Fbqv319sbB9sp77zG5wxo;NNawTHH~CdI{+Tmi|)c`wZkBLs&R>P$HAHw^mV z$2Ba+&@0H!3lSpZ2O-VMXPB-B`(}rjio_W?Nn7YQJec`2N9!S2<&j3xO>;%3YMr#5 zSof!=ZF&-&SM?7ABf7mi$%dN9Ii)!Jof6?)bon_wXEfb+5mogJu&p2HN@z}@uuB=nNFX{9&$zZ+&qFR0ffxVqoh z65x_HzqLfsYT3No*|_O{^_AC3=@(P2d{}Hmv{4HL_8J@8YH_NG!fwadg@LQVuk}v) zi>HYm`X(*D5kw9GkwM%~%N&+=4)aFgEly7sbV(|nXJZi9{EJ||?M=4*1zs?nGqLmQ z6YI=be{R&NSDGDn%4pJjQp-I$tOpf8-kkJmBX#tNcCmImP}M97P_)9G6WLW{275eR z&~CnZ+^{B_J{=`vcNrUvsOm3oM9aQ;{h46)e!JS|Z0c#^@AtarMLiLT`_!{f;|h-< zbsz@wx%&mlw=8|@Ztbvp{EM8=5&nif-NReY+&pr?-J`I#h*%>6w5<;o@AlUR@<^mc zxgfTBF$6OgA@IB?KMpN_7`unQ(O6is&lF@R{;I+hlhZz!C_02mb^R0~tloSPxClAq zUm3t%eEiE-SI5|aF?V5)vApt$-=lzPSrnI(F^Q0p zGNh4ql~4lt>c05Yg#@_oE4YBGimQ%RR0MR~gzQ^uJ>C^%02= zJXe`L5x(q)W+INSzq1lD=04uGfRg-KaR8<17eu$|W(xG&;)Gej#wP`N2S^_W@P<6^I7ZD6V_k8dWAb^dsl5+{VPUa zPa(o?-=(y1o%nZOUFQL`z5ng2Z_YwO{tHa!0yu+ifEWMw4RDZr{%<$HL7&0Ez`+3! z0B{HZNK1$QM@#>Y1K<#l0MOBHu=h9|1g8JTIt>E_K>aT^9U1^K)1m$;!@(h;|G5MX zfQI_(5;*7pIOqd3*grw|`}J?o>P!p=4*g$XIuL*i1YiLH6n}&1@6$BMOoxPepQd5J z|IyMxO*qs)>-75#Z~!(UfcG6t|4U2%s|l*H9RC5;$KTO7|2LRL5G9EfQEk$!jT~`P$4h@6rdFR z-Aso@#DYe7XVZbOSQrr406uJhGd36=HUu^{ECMz>EH)xENKwZ|g~S0+g2rk*I7B=k zA|5H@+Is|+=R17*yBzkBX z2EZ2vJa`b2&IFpHp_!QBsF)E*m@&~<045+O{hdb#M6(jXe*k=C!^CEXr(;JZWk)4s z$3y)H$;}0j<|0Gp2Iz4ET)6>J+z5=^D3m;K>^zu6yx?E?pal5w@B{$z0x0wX^hloo zuAcx=p8?a(2$!DvuJ00=aDj&kF+X2p$W9atSusIW zeE^q%#i<>qj3M!8N?y#}02f6Bx1gCJ9WBRER=j9jfd+KVMDli$bZ7FnRAegCgH$Gg zl)mV#P~7!+nl%@rWDQ5t{S;;;+6_umg(BljSSH*|X6sV5;w1gzFD6NA+-_1IV^#WS zlJ>S+(Ak|)%!;f%yjp22sj|8^6VXI~Jp~pDbdDNV za04U`5=zk0C^BG5M+`%wdAMi`8+uDm%BWj|O{-KM@Aiep!E(+l3ocyGY6n(;H0ATX zYUY)POheYK2gdrA4Q)ItXEjR)AcK2Ty%^8Tzjm3frSlIReY-c)Fp|Ko2pm%DdQBRz z4d!~qxMN4q&!+PWZUnL0kCP+TF86YLn*4SF55~OY-yxU%h#&qO3@~)jUYBzj@UV6C zQQ5N&Jwd0Z24<&4ToF8^@YVL691#5Ojmb%`A5|bnxEn38r zU(x?Z36X68k9Wd}3T0^ZZdB{pP|N)`X)HG?JMzs^pLuuv%>IXwjrQ>hXBDGOAM~Dl zO_C~`B;`)1klw?LBTNeZ!TBRSv4!C-;fGB(Hb(HDP(pt$){5aT9Cnk?1swNVa5~)< z)E3hoC5VC;yFchg;}(u>&f@<$kDt@Hp0a_z;5lztl|($9qyIJWt4hNCRZtW~{H`?&!OFdfV!ZY$-oWRNW-;Z@K)OPxnkE;H8URJnL5N$t*Y9GF}2g z_|R!wC@=XfC@1D>+Ze&Q9C}?z7f3Hr#ymaJc%e}~R_BRzj z2}Cs1eP&n)OHf9}VNKXV8CU6gu8A?>9V0n>6SRfOwUcuYi-^t|ZD9AiigD$sOBmgw z`UHz7Ze?~oh^PnMX5So!r+%aVXO`sa{<&?qX~ZgW(;*uvlDxn3^(H=4AU~=^p-WiW z56)h-zNUc-xB1f_AF>L+(j(bhd*o-s|M=R&Iy(_b%&q@xa**>r)!H_KS1)AN+2{A| zbj;(ber6VD*F(!LD51-T`~ug7+gKYJ<6-c?QBT+HSf)*bm(7TNOTH>^Z}$MdxAP!2 zEEvX$=-s~!`pZj#anvG}ojqqwA5K(uLLsT3?O=fjR?IY(6`4W*8=Y^ps?Rp*J+`d5#x>AxJbj4C^{o^Z>)01zs}S)MEsI^_bnLAXG_QPUD4)+& z!noEUZQt~G*yME9XOh{gxChCvdLQB`8M1-!JQG8#^}(3zM}l@Ua;Acy=irw+l8kOr zpnKuzI6qAUs6!=rWmr8|`xB|Lk43`~uksnBX(8fDh7(0FGG(+&;=|~Kxpmmoui+9r z3X`hi+&+dW-58^2V#p`veaH(d@BLyXAs^EEG1D!ERxf>!<+k`8gvO)kSlRTj(@(PRy?sx@;D44Z1#H|oRNtPb4d2? zqeJ{RM9{?@x(PzBxrXGgg+?Z2b4zbX_Jt9SW(p$@3TrZVO;P)3c20Ec{t|J9D<=gi z+_yYJ2yI>|70ocqt|0Nj-=SmB+YG2Cb9k zK7*SbpR7NbM|NI%SgqfU>gY1Y@=Kr5;ZJ~`y63SsLZpyeVoHTUrvs1@63?04RwGkn z9xA@?Ul?7rZT&$k!Xn-~LbL7b|4o!+`>Bm?3gr~-_zoLs{fNnuS?e3Fw{t^oJ@)jI zhBTMNhnCj{RIv_?(Hbh1V!#@S6(PagvCKnFlr3}6R0ts5TD1@3pj`VrY*)wgMvxin z%55T`H?}#sN6w1{XW`F|p)l85-^W4QNPJDjmlGGA1~69A9Qdu9yhe=Y_Qm~aEwGh1 zNaUW159wV8t7=L(y@*l2xb1qjVV&8!#PC=-yd$)B&uhn;UXMU@YN+VYc9rcL z>~p%(kK{|WbKhZxQ{#x4pcd%GTU*9NcT`bAv~d^3>v}*cC^@FZQ@>Y(0^ckEPomeA z!QvhQ-ZQAk5W-pz`;LsfZ8?n^@R>bNx_al8lg9C{QTEVX^%Hz+QYF!f)=Ws-j-Ist z!OHj>qNrt4XtxTBVZ)eD;b<=cDPUApz_AoL=OosO-t>I@_Shq@Ibf1%GPn4;cul|6 zlo)!{m1)z=fd8o6=`n8%Xwi-VzCCrpzM%}2Tvyb(cikx5>8+#Z*w26Qn8hu1TY>E@ zyLGkS=rRcJMGtY9vDvP3GTD{mLJdI#XZ~$y^N{g|zHNOvMY?*NGv01|X>9=_$SBN6 z_Nw7C;cRxa!%>-)TVGelOtEUmdP}u+SJ?90Fwd`yQ6wzGHJx+%->$j-+BT(cL`SG1 zJT387I*P2HqMdy^-$uFsmV7sz^C7?P`dYk<`_5c{k=eV6{*rR93h&zf{3bHx>HT`! z^>`%Ggq_)Iux28>J?ok4gqvaO)ZFBLV(ZN~uc@r-XiMc0p^78bB&;p$ip}D^Qe>JW z2Qho^5q0O21)|6oU6+G#cneJMjr1Wo1#7TjJor#8*|R5kEfx8l7r8bL(Fz@XGcd(d zI27=vb~|45E>hK&bi#^Kbt2%h-QqN?EAm7!4fHedQl)XDJaX@a4v}&3&8UI0?DqJi zLQEfILR@G}@|NOGBj)ln6qM8Cqzw}cq2^(D?RUgM9ulOj@nCH}960afCy3)@sG_wT zKrMRY>`oK%Y~q=~Wfgry8EqF*<`X7ZXsJ}}1CJB#84`F~9Ym`Z+R=;&=@LO~j4(Gu zHF*f$^AP5(=B0h)Pwx_{9UH+%VqLc7!elDG74K_g`X#l|hxaJ#$FRK@Y{VPMH;j-- zJyS^cLKBZ^H$F_s1026tSQ|6gaQ zi?kTr5R!+V?!eBZER4D^r`E*C=&XB8yi-l^rW+p|?B#oy zz~1EA@G&XBE_R+G9;-QE$0up8D1gi~(tZ2;?(N`*CauTOmV#y&T zUut+$v!^#^vNZKEYW4Ld|-`khz8-4smTl`H!5!BV=24H=RIpN3P(lb<)|z_4cym-AOQ!j9pv_fE66)!8DPUB3X${gi!b42giux_)n!J_+dq&Te)0m*^ig` zQm&5iJY^cF#UFtQx_)_KT%bO>=-w=f5wD#2B$(*3$jywCTn=EbR#}YV`ahOsoRmBlM<=XA7Cn7ilORgmDw`Wk$bJfyy2BGot8Bc= z*bYmZ3#LAl13a}Od?smjt7h~ zuhxby`D#(ms+Y$!RzLaFFaxZwa48oJuMdogplhjS;BE*TZTMn=(2CL^v>FqfTFptC zuQXh4EUB`!Qj%HPluK8NonB+J3YC4_D9PJwEP|kcU+Kmhp_5*V)z*SzkrAhv%?95f z*wz%f8j)#%!K>NmxC+TnQiqC<)J2m!zY;c;Qs)eXsqb3C|J-sWQJn07vYIV-Lx)vo$V-U3XGjj+E->3xCxfP3_m1xLDxTt&49SK<-G<~9 zyoYDtkLhlK>TZ(L)7lmLzQEN~^Yk;Q)1cr9voFUV|$3>ZT z%ZvLA(&K%)1afB#8MhB9O%L%$407fUe)VXwC~sUF>zY07@qJ?*Z0{a2J{yWb81Z31 z*BonA_o(Wz@Yg=;l=*|@Ts{;zKJ=NOR~BU?mT!c8rtNUGeF{I4fDglNX~a@~w18n$ ziKK_Px(mq`rNMHvn6EKG5=n#rxRO4?&fVT0-rD@&l?b%0&A^l+7&ZDc)}}Yw)IL_C z)w9G>cWU004Brt}9uf0AZcx*mBQ@|CK8(0M){-&NbJi71l4}M(nLggU-Hx5jFnS(= z8kaGdz&F(y-YFi@Wbr(D*B)ue+X?5Efq=-HPL6ZHFoE_0(_D`F@@ER;&*UmW>wsl* zL-=^8)TH?~jF;`?Y(y_+CMve{$et}M{=_I@NB;NYAGdEF)4Lw+e&JJOd^3D!Q^Ym1 z%%sCTTH_UeGEOY#$fU74#^*3HX9;J9=Er$g_{Mw3X9A_B`GI5No>-6L^YRm@a*;Di z+CNiQn`|=1MQdvA&#)-1X8Enq^bpZI-8zLLJHgKCKfW~eH~ln5ok2hErbb;<;74&} z9G5g(v?eGgc1scEZ`2)M+;5+ox?B{HM)M<_e}$i$gr7!UZJZ$JN+MlOSYINtn_%o| zs5qT9u+{y;ShAe#BjP#sq#p2-$=F|BCdHWQ( zYI!N&`dv<^6Jqnb|_~fXF)rL6!;MR2&&%~CDC+0;Y zRHybfg-q+h#K|X5+VX$VkN=(Vgy-%-uiGOCd7`N8i2dWVXi}0D{9kcf!$$J!!8K4Yl)g59#Br%A*;XGnS3jqo@l9tEQy0AB0lJE%ax>OurOz zkI5&GR)O7x^ITqJrrFo4IOg<9E&LNT?nGMuGK{>LlsVAay!!CzjQQ>6HvL9{_~wx5 z=2l>TJ<1=pDu$oy zVbNQj#LF_s52-TH5@C13vX9n8Yuw(MeFdA|$dCPqHw%@B{+q|DRd+N~_e<+L(XuDh z8Hd88kBXT{1vU>NQ=sF;4>-iLR^7MS-fK?d2;Egfwo^}}(KCv&x3#j*&Ru8Y*^h>s z&wW={wz3zWV^0>N{+N7v9*bVge>-2oM`r)g^%Q^p^pp5$IP1kM`r&|givGECg&Ro1 z@H&BVE%(->fV{O7{W=zXU-EB#c#tl|-fYaaPzWleOg?C%9td#~>DXyL$K;7w6OLLF zI~YR82V<#hcNq>vx0-a~P8U_&Z1=jeKB2&3)R3{~r~lb}cK|D&B(84EW?E^M%pn0P zy)}NGe2FJ)3fz;3GZ-yXc5kNOMK_Vk;r;p4E{oxN@z%KT5Q7!n3l(_VZ)**XXR1p|Z`(!Bey>Jji|#v$_Awsgm1 z^3>64Z3T#y0D%G>BHeZ(BrkLpT}L_=5v;>) z)_cFlx(s)##K`5zBu8ee+mJq|=-Z=@qW@5`;LFjvvFb&+hC~ObJYiUe^FwIQ29t9~ z1dsRs`TT~)0H$qvEJX=lA&r4Cx5C(t!S-E9Qf6^gL5}DPW}@H+6#Q{^GDV1Ea`I1d zN?W%G%C;Fcc0<+Y@1tAiAUe{xXbNy+IZW5y?SQXiuD+R!&YDwWXv5zfed zfugFwfgFu?9aE8(bw8rX)T?h!(U_BEp+wFC!!!v$Ja$VoAVuO{2Qgg=b49tp@oojV z!81-1tqUr7k@vjcW{LmBFc%^?7uc(YN6G33;lY-5#H#g}I5~eTfbj6mZ#!UaYwfIL zc9P+vKyfr1POURnvPENvf#(pP!{O^4{iBI@ll|R-&93kxM=r-X##n)Nmf(7rNu#T| z-m1sj9YGfVU8-1x98_9YeDv$20v4yGhBW_`bdq@^bJ}qM+WkZ;OUv%wlibk(RqIjn zDTBL~n7@@~?;bSgnw9viiice}K5?D(P^1dW7aP^ey~XY>z{j27g+hswzAv8Tahli0 z8Fs^tNglTn*jl!A<1>xn=i*5A5*sW0$et&p9Z?>ObN(iTMm5YY_}9yG8=kHQ*O?y= zH-oWt&W@%&yguy?fj7FQwA{av@(!**U7(gFdp%VTIF&3~jS0R!mu}m1D%A z7QJS5($;-)PXasjLoON5~2NJ z#t&%WE*MMLO^d}Mf^qtSOS;sYCE}b&tX_di8dTWO5=waraZ>GCl()rMN^t;8)*C|* zm_C+Va~18=Z^Z2RD5=|sirJ0;+Nd9?afuXDFa1@|lOD$*olw%|5DLIbT%{x5;Bxtw z_KagpLwgiKtFC{%abOf|t6kxD^9uzN-j*9_=Rr21?F1A4kw>wJ`Pr=Ja%BE7*BaL= z#hmQN!#*W%pZvGw`S;3732{8F%_2v zN$-X11_%R1Y|2jx`jvKIvL!fDilYkY2N>*#Kh0##P84(g0@F`S1?dzWu#|Ji&&i<^ zHD-SdZUxGo)5?^%DHn-gmTB(ODLrz{RXHUVGwqkCO-Ri8WHscWEC1bx6UmgxhL@?H z;whC4o>e|)l%n>us#YCfzTW^xJ$#z$rBbO0H?r)zSyr?DfcaK?%y(vJ1FS)a>#lWL zf8VH=`+*BpIR#XL;_e#r3dOYwKP}C*pI2}zuo{OLPAx$T9J6)s4G8~xohuTBsDBG>>ITFeFHpFnF(+3?~OX0(n50a z`G0TJW~M9tNsFC%Y5U*r-*13Fe4NGn>jro#nVQvuay7i@sxGYRZ8NG*^zHqL;%`Cnjqt+}?AA;tH( zTyY6w`*_MTP#>;7s#y5mhZ`}#I}WIC*e8MdaF*czZy)~WAgcF2`f&Gy@7XVFWB<;t z|NqSE|Cjta7{q@p>`;&Z*#D!wj`FVr{GY?*|IM$%0O0-yUjJ)e2jKoI0fz$rM_mW? z-w=>+kP!deBL{~CLO{L8-!R~RmES1ukz z9CVKyfR7H2h7JRKhu1;nH-P#bUI&%mAaxxa`=9t51|Aa@?wwx;!v15g1L5BLZ%E9) z>~*BS`foTKR8ap-j0=H_3x)Ad|NU;S)8YZx@L*B?>A(LL*nx-yi14734BE$Vp_AN&Qa3BJN5<%m<-zG;yB1Q%hqX3D~U`YTUNZ?UPkP!bt*uiK>(SW4H zkYtdgWH9(3ik%#Y`98P|LMPl1<~k*02V?3 zS79)95keAB0xkhCkOVkL0>VK2x*Whq9zs_hO+X%pO`eKK1wla#(o_TB|Nq*&4th25 zU-LS>fJFpq{J=ZEewJclFq)#NGdbQ;cUZHGC#{5 zQwW22@0v$K_b`8x$It^q{bDhA#K_~A$%gZzSw3*!S+ikM48qqiIKt4 z(hq?dICP=Z`Lx!H`}uC4S>a+Er-RK>vU$>u()BxIa*N$gwhTk+CPLS}UyR$=^a9e=c3!NQ*fzW#Tb7SVt)3>No0poGW{I@r zG=A0RJ(E3S9EC9}mJrp?k8yj}DQn4k`keCs2RsXH*eEk^Sa2#W%$L!yIBWh)>295= zRCw?$#$%8(v*~fe*tF`+%YvTeC9LPP(Clf9IsW2d>}(j4dY`EP?jE%wA23E=QJzSn zx!0j;zEXokzo~XG$rJ2x731mTaXocCYx^6FlI^FC(VE6FOETXee0TpxQNH@IH>7py zDO|R-j}6aHYYhuz)Gui4u_5jVnXUC6dePjU;;TA^<1=fPgvqVy)`@?;Ne|Pgd!O4a z2Y6dFO4w$xUd~N`ULqZ1H2A}|?s>Y*Ho;}XS2(!tAoa))GY+iS^LG|F5Xf$FeONXV z;>-;W7vy{L|0e6nnC7J-z=5Cbedd0WQB~u<;awHgOdBFNxqqfRn#p~^f{pqZpEb08 zur=;n={_)L&*;$|WBTpn8qY+|WqS}grO_+mlX-Pz71P-9$g2A<)`O1pO3&#Yhz-t- z9dsSWG&_EKbkN!8tyFtMV~v!TpBFX&sZ0G!^g zeOXHc@_0C37$!SbIZp^S)pBJ0^kynGL_4 zs`)oA42PHAqs6FoIv$x)WOlAq|+anLUnsRfh z*7za^d>f5YPUYh$)In_hF`wVmcDBr96NP|<+7k51IVUPsXU`982xm~e5;gWUzMGP@ zrL*7*l9T8U(p#jZuWvQ-iNOH{6kklol}-$BKIQKN@LPr_9(9$i*7gZv7h#B4a+0ms zV&K;cS!fk56>!(oJ_-#BeiTuNgYFk%fT<0sTzsKL{9` znF&OHpXSL;9%X)w&l=b*;-`EP6Vp)2LRl~Ra7`j9c2bvn*?)inaZ>CzDjy%5H$Y4n zEE$Xy?ZI3@K*H>nA0w!gEznHE4)TqRPZ9#=JoaTbTc*+C9Qaf*4xu^fM4hE05*Ws) zu)}GD6T+s!e`OfU(Q16oL-I>=aOst^G9UM8nN1SmH@B2p?raob$jxJqXQ^@iDOmdx z^dGh+Ll|)EJHl@6@X?XlTdP$4lVYSf<{>pdTzYAb1v0&rg2K8>TRqubf!!G$sx8l~ z`=n2G-sP#V5buhc-%Yi60x6Md-;)2wNhQ0)Em$(%;j}je$rP80(~o^avh`TP^{oSa z06ILiuOSV@3pCbt_a!qG_PH&tjCv}(=}UehcNt22#RoJN3j<%V!8rHLT(X}bFO%-u z2O@u%#+NDI391$sMOq7&q<1cGoFrt_o6qOeuYZYEY)qltFe)3B+&#IigFz~Dhl5{_ zKuW?#B-;93qM`DHWD%XT+HGEtqoJ=K3Ri!w;=QlBykgwg-KcEs7Kk5?1(94>Sb)pU zh^JSfGTRII0E5st(rzOt*XEQ)+I#X{wIpo5$!s0gR5?TICTh2DVMZsH`6(f%%p|Td z&^d`yFxiptD!|8ufP;G)+h-PWAk%d<5r4$`l?jJH^gV>T3y@VF&lb5{fTPw0QG6YL z_+@1pxG=-kX_{|Wen^(gJ%NSrGZbCwcw*&Xu3d@UO#HiF!YlNi~K6~R%ScL>crX|Lw z`Dxhx2G^Fp()Invl!ds`Z4xIY&Xo>QM?kzqBmX1&nYTj~ry zHz+oIIU^6xh>`P!N^o}nm66xCqI%gds~%B8mCS|mP zjdSV`yOHMfVCM20a)F2IUN83{ht?){Oc+P-A@d3oOUp#tw|iF?FjxH|NPSVy$RfmZ zRnHX>?_byk9wqCc6mz*wsx!yTR zt`|Sdf`r`T^xSiu{F%AjIyrrqP3+)sY)J0027;k-VZN64T8_oSF}nn^aQT;U=mfHQ zRV9B{9fGadRgr`6ZGiSu;qv{;1IL@>XA=xX@!%spOpv-|k7??x z=Hk}b6nJ;%=}PLiXB?cW=L<{eWAPT^7BlGEwP+oo3KIqki*)3nm<(&k86sNjd1xdp z8G@aejOmW}@mq?Bb0;Er;&Q;fez%V5-1m7!*VrAk67zCKgaJ z97NOPR<0WESZv$4WO4*!!O|Q00v%GW7V+Q|@xvvAa@fpU#2yeA6!8#@W*P|+#2L=WpGU~ADB*0y0rtKj-@%xB7VOG#qg_m#ZAY%90h(B4?McJBQkRrqX}W>4%y!Knr;G4 zJP_OJ38^H0U5=JpM$%|WY@v=}8xGKF#%w9JOST2d7=D*^2_rnFLgKc$R*THQ z35Qx%bQZ<*$`MdXNnTg`1~?9_7K_3fN$B56I29w9t7D-EL_`-y(0GIvdyK`z_0KU0 z<@;aEy;W2k|Ke}i5VX5#+&#EUa0`S$a0vwW5Q0lWaCdiicXxMhoZ#+GAPH{M{LWeD zf9}kkHS>61>$PgFs`cHq_ovx1?l#t9IPnW!P?YI6UFm3E!UTM2EBvYVpAREuFC$Mk zk|6U zi7$>~V~A_D&*)rC(o4>q8pgYm%HZxv1Ed5<7iZ4VdFLKR+H7UaI;W+eX6-EoE;A%9 zI=JR6W~|vK{N;~(3V!v;3x!Mop&TRUIyjSPD7}|IslPbO8xYsyn6QVeFxZfdl49dN zoJ~a(HAf%IQ^eJt|lcBbY@ADWeu0%Txg*Ayg$rp9CtW53BMH^X5t_Aoi6X&8ria z%B%sE_l%{#wY(c>lbVh`FA`-cIt5ZcFNe~~=Ds7U>@F$XPtK!rtw4un@e5L}V}MbK zv$`~6sa>i_iLt*+)d`zdH*Fw^mDbdx6gtlr@oAP@=9WunlggIX1EJMom@vV*kXul} zkT~xXsBF?ak7u#)V<1r=1qk6s36!xuIJgQjQp4O@{j5>O(b^zvmNLv(Yjuwyec!Mr z9b?y;PR3OC<_O!>wM=EXJR-HOgRtpdry@Ew=a5xpt#ei3 zYPY3AE18yS3S5O6Ly4M+o1>qZP?nKfa)=OCK{l+7#i*s#t)NyGsYYE;o11Ivz;TH< zQRDMuQ?-RR=3-lZN<*bsn;ZQrX{9bo+b$5rtN8n>!O(W+mTK+h0Kpb)Q{tLwSz@HL zZo~&vwaIR>vMy9+oZ{t{)8$$KVFY_AcAadJ7-LPrW;Y2*Zx(xRwo>n#hi(cT_7AS@ zi=eE@vMe$BT*WS{Mc4k5t@H~+^MPK8sIi$bkZGMHi+bgO$ge#k7%S zH%!Nq5q7)wrmmL7O;j1#0!l`%o@ zLD8d@jn*dvO(V1jkXuZ^# z3HvauL<%G+1JG~I;FZs5vVe8aCOmZ;VjlVo8-9XM@$BX11j6TzFTGA_mJ+#@?7{_*z1ELFYyVb`hbc=)B+5(&ZR#Z1_6sX-CoO8eSOGu7u#X z`#h2d^v-2%F@3gnWk}Mh5o;WuQemC_Y4Vd5?suha6pvN3v{fILCg0q-gewQv;|S&1t6rdk+iM}t@;gg@rUpR2kW-8)#fGBBrjPRTq_R;-3ge>;M>Xx?LCgRf)SH>%k@(oMKxXMFGvJB%lGQ96X>t94x9V-xh zpVPPNABTil_q-$Uj9FK76L;d)b_iDoZ56snMUetr8&$1m%7k~+S+@f^@=FB~tixAj zN^5hD<18NzzFutklP!O$-tlsuI=4Km)>%NWID~AhGOrwVksfkb?`ba$@nxI{=&c^D z9yF$46B3@ZlWrKJuJc;VsEHg6C~P}huexNcE39plkqsp}kG$`gc*9x}e|9R6aWZUG zl}tLS50X%h6KDskQm` zamL13$2JFH4)GfH8`8FRmRFaw7G37$X1c2ie6y`p#O#4(|FiB;}k@4hdwFOyP0HXZ1^DYG_pH0%84xd18h1 zX%+l-j6?qZCmsL2KAd27L``kc`tyg?T2lr=4^^-+bj@!^leE9Zqfap zkcwX_m77Pd^)lk80_gYvwm&l8H@{3=n>?SHp&v{guN3OsaAch6MZQwbyh+kWzh(Ma zzj~u|cA)-tH(GJW80~_b39Tt(?@;LqA@a(}{O`%>lpVQujLnT6+q!Y(jf!X6towNq z(XXsdl6sqK$LH#x&YRNpYlEk|?&s}Rvu$nt>jJi(?<7~B+5RSX?r)ym^F7;~CUrx9 zkUuF1KPsX>8fD(oE25{eP4b}MKPh0&D(?4-p!H9z9B2G?pLklzY*_$e01zP58j~Ah zeyF&tI0P*6VPvRdV!i`PA^%dqVfpo5#kQWy9G;IW!{!XG{&Ce5eoz4U7YBP)iBK*R zzV*YhYjpjIjQNiKKOYo}I8&Rn(w$xz?Wq(6f@S;<*v;V-)a$KxkLay-)r*Z z6(;J=z8>BTD6UEub00tivg(cJSo^R@*arSuswm?zg4bC%-z+o|k6~WEv6Sr#p8CCI zHh(senc$1qUV4_AOzB}I*6%>739l6xUvW>JAn4t!e9SKufMjU)?UkB zpM8=$!Vd-d$q}Ig?NQUCpRgae3iWhrwyJAn6dc2Xw8=O;!aqwUn5SJBg8GSVpy(J(xBD{RwTSE06BV-)5M{W#l{ZK9UpHELi|hg4aGQLPQHdC@=AHe(BWILaX63r;;{LhCMn%0C#|D(_dm zC-A$FqK9@ip5E!Vmm2PGwmwq%cDSYU$ z)^l#0!CrSgUA@%zq(ijU!ITF7UAc~PzcG&E2Y%ZXX21)a3uQRIWO?k!#~q9qgmd2a zx~0C{Fn%R(a1fXJ<7bDr5|fsemEqOGmx$wC`*HL6;OE4zW$v_dI*nLrmy14K3HjO8 zs3BD+xrq+5dxhB!T1GC{t#^$fwc~dw-r?Lyl~-g)+O$1C9rz|nj~$$QrN6pq?Ki*` zSQxzZL|U>KAvEDR^)143vu!|o`=B);j$ZwB2t6*%c=FC@+=jn~fcbn(5yIJ(@D_j7 zuJt>caIMcNC;ugfvZSEH7Jf?0`LdXzo+H}~Qw45CD^iBjn{?t1r_Bioe_rQk@e=wf}5}LySVK*}6026)Z{w+#ddXU36AmlEH=78MARW`o8+WQ&=9~ zZX(-ck#^HXS5i(YM?ds#{ukJ(`__uhTf}E$m1N=hP5Nn=>R`?K$=y6}j^R1Kigyq& z)UgLJ0v03vyH?33Re@o~?m}DF6d!GWGgj7qo#>R)p5_k?%=UhL`4b}vnGh~i({D5VroIy_VddFDMG2N)7$C2} z)FMSmB~#oR_=8yE;o|$5Qt?30{&6DGRBK)wZc%Pv&n{mu?^($ELJU(p18+oZ3! zY81^m;toM;wEMA=DkbtEo58Ou29gF<)gmpAsk9l<7G%U?s(te6V0c|~L|-z%y_?#E zLwmjik4PmsiL1a2g&-R1+%9?M?=JgSX_x|T9g(oOv&YuBC~wR9C)EV>m4B?+7c)&I z{f4lRd;V5|U>GaoPnfRY{Ch<=;CROE&VKIIqM}!ck{KM0shjcbgb(e{Z&fO$;wrfX z0hDhnQGS?8*!l7V>8YgP?a~Xb2G&Kq?2(7l{0pzE=C27Ad=P2*m}G9xq((?D_1Q%w zZLcm`V3$FC2h}U3r_w9M*i;cDGlgq3UL-ko@G<>PwaA65gxbnnw$NoZPYb~v8}%UUfpZPlEwEtsn- zY(IhFb=V&H71C$-^cTFoLdH|mylZ7cTBp5kQd8$?YGoVlx{{2C4^zNd{dPhm9kr^P zXY#FoXdY`Er~I)b2Ut6_A8Y=czH0q>a^@7QsrLssk*_XikHe+bS4d=j(u{{Rgij&?S8Wny{~azf-Ji z9=Q?pUA(t)S`;v{%F)oJ72)vzq*H)gdesj~|IZ%zO#fNLzxT+w$ZA9+bc~Nk2!~4z zm4C;a9vRb5)DA1d@cRAI*1pzDe*L%I#KQjruRpP+u0ELX{jd4;fAISMOMd;J73u%4 z)D8y^fT`>-NBzI0cFcbp?J&n39u8)>BLHBM{D0}}uq&_NV3!a9FfaWTB0SuGCeC4# z=Pxch0ONnr*%9DgME3t!>;P0003`|>?SJX)Xs7_3|I*nJUSK=oD^wJ?7m*!ivBRVM zx5)laW*q|zzyrg9{%hj=&5Om3i1Z?|!zRvONIPuh9QVa#M|p(~pg@Pi{0Fcjqr!`RuWLyXW9)Rn`ZU-a%BelQAN5sTO zLdVB?MF3AkfP(gd+=0NC#d9z+0R)Ng6#*dzA`v1!5f&mbfcC{`N5vopq7j3E#JC8= zc&}b|&mlk(bQBU|1X2_%QXmE?2ttYmCdEP~1Bj6U0>}ZJDUtNJ@c% zM*+g30HeR~b_~!8K$sH{8yd0u!?UPNAA0(@Rl zOkO$=AHa|g5Wx>{;fF8^1C)gk-V3Ah3S-l}1sJ^rM8d-BZwbgn0WK1VGXJ>j?*F*# zA0@HbUvzd<2`Px63@Nodz(OA2r+}cTKu4@dz@Y?^RROrEV87J_c*3N19gx=l+0;FN z$+G$-ygn25MZRVinzTCL5(T5~6UIyolhH>$QmV9~rFt4mlVXOoXMAZ5Wx@RhHR{J5 zO`1m8RJcBgT}{r~N2~tfu>okb;edT~S7MXD$|E=u2x03g0b>29rA4G73H%laQL|VE?algU!qhOvtOw_Ti zUkzOKLGAgVhykIEn{Z>dq}TTll_Jn^-lU|?vN>WPP!6E2`5}eCmJns+(3#Cg0eSrt z5a~|=lro6;Sss)cIw(rN;;P1V=*@i?CPfaB8sJl>5&ec|fUV?UMjgR!ewc@>N+gOR zMxMd1<5Q*jh8mfX(QH?(w~v-6ctM)?ich>EQ z=EzlrV3%aeWI306maeOjz{-K$pe4I**%hV0{(BG0if;K;LZmi`Npo<$#GMoy5i$8v zRmW6N==UZ;HX>GJTKxy6Q7BN>wuJuLKDW|Q$wX_S#!x7&3^$a%I_G_$Kv2EeJG5`H zA3RCfn|JMntGasU((05LSli3nNG9$%`*cP2e+(d&lKvf{419j5UBsJ6Q_|*!%oj?z&x^jhLq-3zT}ZCHKZU7CI?x zO+Iz|+M;qH0Eb6$N zq+OZ@mlnz8fxHgSw71WDLUJHG5`P^iZ~-eX0*wF68?IUD%W^`;*6G}}s(j%ew~}|x z8LZ%gXNwwdY{W36IjA&O6_%4$;FK`HrFF;tzLwy*se;KOQK_TC|J_sr^i)3p1;`+~%=2 zC$7u)tGln&iKfF@Iio0>R@CqdJcCNOs4a$Jn_9U-KgcopHCCEdD5s5!?}jIqZX4$YUjadp;v^x z+Jovu54-$#&u)IQulUlI0F-*r8S?GpW7>+yhm?vq+8O|r+pN4J?bx+ycXl!F&_|Uj z!#!M91H=M7)+0Y0*PzQp>8gG86_si!Pt?#enyKSuh)^et) z9&M#8)-)lxUp#ykUFIA9L}Rb?X{N*=krk^(=hCUMM5sbadqSwAPW4&GSoy@E{@l98 z8=pjjkEtbW*x|3SF`ATSuRwEKghL+7O*^p??RLhiWSFiK{cJFUg%T)t$cCmStZ!R;9}-pbEs7yh3YIlR;62++&f zH_tRw%kD!u%^p-tK0j>D-#A)G$o)y3XkMXvSIa=Cd%{zyb8z9$)fJiXSHk|`_&DIW z9Q62YFi0q{n+*NS-iL+KH_nUa=FZcR3Rb!{ZmYmSxuxv3wT8;o+@XkCmg+TqZG7Kj zy~;`}t5A!AuR;T%)qb&p=W<=G>F2Kvc&2n&&smRsNpv%tGckW5Vg-`K7gF=*(0SaJ z*{>p1X6~@YJ=sjwYL5y)xDtn-u8OF-;qD@u&J}U)S=%!H=J7dZX$u~w{tCoKtE_EO z5xKEimpBW|eB7szzt^SrxbJ`K^qf$M;LfgP1eYG)a+Ddyf(W_@1H-~5EnTu7BxU)^lo*cS{Two(n3F&Fz#aO*^T$`Yuz8R@ zuaCBZ6_o;g6c)bsn0zDR z(@LPTmM`$MzX^~`atb}LMtnwgMQ!wwFZvSUAa%jz76TXf{>C}&;G2VnuM2H}iMsmVj+ZJ#Yx-6VBtSWciSLIm8xn`qA?{e0I*{@Y8GxkwglKDnhRh@M{~y zH(Ll$qerjD$cQ}e| z4gt|FojXas`N)uWCtu*MhF_1V+tye7#sl(AZ?EeD)|8;g!=d2XFA=c0&|Hm>3;M`p zUbvE*Fa%T=%w}X#$8edZz_RIxS}Cf%c`Hyc@xmZDlOVj}!1^XB@<+Ar<=<%3BF9mU zuyMTTrE~B7peXZbht+3O21J4&l_2H4em=Ivun_tfD$Ur+#t54!+uxrfxDS=TZe&NNAZ&vvXri{gecfS`7XwC$AR-ib17zSKBM#luXFc&kb<$$@aq7-jK zr}<(V5`zw#zVSP;PZa_i7GjGF#3ubf3aHWI{L#-F{!fX1mxYO{)p163@qZ;PpY22R z-$!htguf|H>Y(@LHj7pg165Rc|1u5nUW`j=f^1X7WN&yQHS0(Q$5g1oTrT^w7M{y41{hze^Ol&Een#;)W#eI%hsr zWv3m&BJwzJB~fw1xr6+P*U4zVY?DTv6XZ(ZV$TI;_;bFXZqYpP~3F%iiRIHAh(#-!&4L?kgYg3ZxB@k~sVj~Ne{O6}k zUQyx6HnPYwQJ!~8@?KNU(_#|x=c16MT#hAp|JyuH7xc7)d@?O35z3S@44p(GJ>-o7 zkCt@gyA+)R9O)yVE`KJIbXLiJq~%gU*j>@RbEFFat~>vax)4R*q*5I3@DR0CEZ} z`NUt84f{GbDDGqQ7mlxpA4K%oC`!MpfC~;%KuyC%PFF@LcO^p9Z>icV2H%>M`?UCX zninb?7F}s2Ck_>ej8qokvg4zo_jk3U{KZl!aDVOVbj(4jt<~V; zVhw1W!$BP^TO&?UFST5&dXm-Kbf}Jm z*4m}keL1e0OUZf+X|5uwz-S3~cBx1QNi9rPYPQz-f{Mqb>-eMdTwPPKmRcBJH)r3s z{vfLSa%Y-**boUVYQ3xRCa!&B-Z&5n*BsTfYzNZ{WdvID+e%A;+70#=Nq>SG`=0OH z7NONCjO8MrDt5t|l*HyRiqbsB4u)HJt_^q@(atMbz>O@F!IRa!5FPS5SVK<0VwkRWhDpn;*RgZ4pSBc<<^ zTWy73`x~8Jp0Hj4q5jvFT^e`Iae}QJp=klca{i1Jge$mLvi-(718Qm5vD(@8pemO0 zPBHJ6vZR`%3wR)Nze8FtsocQVHk-^z@MTro>TwS)QKG0u4S5yax062KXUu-bwBFyY zT~6AApTNUzE8v9D>RrO2a+K79WvpMRt%Uc!GF?OA4@0oc&X`do*RsZM%OhB2!^sSl z5}?5(tO0qr{&2Y-bP@ng^hn|8h>>7ZwO}qEFsok>`LA&)Cka8W+{j1Ekq>1Uu_PTG zP{?c>Bpa015H`BZJW%{FI+=z!_R!t=fVEYHv}G`M2yVl0&BYgjDld;s_&^&e`oSb) zSk=9|ZCGlqW4)toLyVq;VJ&*izG=|W%T(w!Gu9n=^e_zV$g%@UJh?7dlJ7F~y9{?c ztoQx|b0=(q!nD(rulIcceWacPtJx?23~?^v4Oh$MHtc2ueB>qJz~kI$<%1f}RGJm9Os^{i(Au z{GqfjsC8Nz^QZXfG^sF_gw^cZvT@$k+3$i=T|*tl>A0x6BWCir>g}^s<+H}JecyCj zQp~65&&&0-Lyd&Xemr7xyUo2P9cQSXV}xtmv*@rTU3ewfv9*F4@wm`tY0dRGXpL55 zJC^d3aq?~Zg51=?SC&Ps=${^A^GQ~=29H>$%PzrT)!)Rx>Fz(XNJn$q#}`~0aLT8> zG@-Y5eG^^F<-)U-EK~CNL?W?GN z?w1otrtZ5S>!+P!!43Bg3rbcMF5OGw?W=C6tJW+_a!d=hi6*i-6~2aZ;-^dZy7g!7 z<4>f^WXE~+|*dQ}`7+*&5?28ge_q-q^}*`n-x5f@}L) z1N&0GRYouA`k$1d5O)GP2pWCF9EI-MFw@F9TC2uNPx0e$u$4bc_!^P5HE?Ymb9G+G zJtLWA{e-E@Dzs>5tkJ`JU9e)^r5wa^HgUo--2iRa(Vf%D*g8t@S2){5bIrzl`YEJT ztK_6< z|G2ij2~BtPp5M`Lq;4={Ccz6yIEs95in z>e)$G>;i$96XX+|AOd2iA~7WLOwPg#}|tPdKOee5Gn#H05z(l>zj zEiIFqqEA~GW2HqA2mNP+$`5D}XS>iju*S)T)zc(K#u1w4PTk3&V8_YP*>)A=?CkLb z?QC95Xo%ZmC)w%j5OQ>UwzWF`tJ`Bd+BJQhXt=?U+%qyIkm(h|P)Q@o(nFmFw|kTK!dts&ll=KXl=Tfv&r*bR+EK ze?{MGQh zkoNquhH+x`YcJDv$@c9H>f7r8&zr;WJ=LfSe)4Sv&qFQ!(~pXo)Gh?C-~Nuz-2XAL z;J7{*I&qg;IU{ybxubXXqv8--;cvdp)z`=yOX5A}%HOYg@dU_UdAA4)>9x1NV~L7TS?~QJM z_;In$o=XOUr72ro~MjXi`jxXcP>}DpsDX`J=oyD2`aql*y*YAsLvqLcnJz3+M zCGiIfPtz8O7bA_O*4RSN>dI1`DM!5G~?Pc(yrCM#g!b*q6agk3Cm6CAVNM%i@W zU!+U(*(mSllsZI*02H0in1Vmmc-WS-!VFqmg0R1i4JLEjL=*+iuY9);CY3LVdow1f zNPK}Se?)x8k%u?g1^7f4Hkme$V9CJnX&$$x< z)mK!8W3pLUuLe>~yPpA6M5sS-ShhrBzm3pmUVx?AkHWYrZa(IX%yczrjj@ABT~)D& zznq+^swun5OiMGAgC@vhd*cA=zw)@J6}0bFC4lOmy~-+L(y~5p8XA%N({9%`B8wi+{E3pRz=$3Td#jWn-A{%mf|hH1nw!6>Z(D8` z`^3>PFUoSUYm*73NOzfrs9pk?Kb{(ef1=U~D&;dM&Neb| zX143j{!UkQJdkK~sVee`fJ4bPbcms(V`%n5);j>^J5&GFt+_kV zZ?!YR74Ial4bZwx`toPbsL+oRAdU;A$`9;;dKM5YLR<=_4n=Lb6X;{h4GjaQ9U88s zA!fO08?#BZTBF(8xxpJoRvksvZ*Qo;GdBXG6iS+omW%B*$R9Y6zJ;<-&V!JHIG;r& zeKmHr*PjkBo0`t;d`NOJn&*cQhtOl0u?>#Z=%im;|8~W~pus9N9l{_hk0TiQ%%pZW zBu)m6iI3Z5A~X>dUiz5$gZWGDw`N%bB$cFI>OHp4s&d8|Q;EaIdyM$Ok`Nx1f5PjD zJ7N~F(eqUEDHC4u0U*>#B`v6LuVlb^{7XD6ypE%ojWw*`)N+=7kw?eR?IosaR+Di* z8YU1qsOSa%HF|*BR1__w>RHDw3;Bzw;OD}!TW-}HYvbS_gMhIfVpyYx(dP<`aK zIPyqoVBz(p_HebcJSGWMU|TONysldCE`Lv~)Q^2JydCbgHDd@6-4ShX~`Oy_yT7k|LD5MLz>tkH`vGlPwu zZ=-%{9QagmqQfNhK|sA~>m|Hyq5pWN-tZH*>T~PlhZ^+m>ozLvSJez3@wT{W{^%PZTcxUgtnky=6w&$P6UAYJ7&-`WtNR*k~cU z<-yz9fXil`uC4dCK)wBV)zWG4f24L8b&uat@4Vl&@qC0y?VTv~f?30MuhNwJ$TYe^ zChS(ku+j533+)&Y1gq#b6n|2r0sj)91RfrN|!qw6rP4tR};0LDZ?dg;agi?JiU0QMKU z{;y0tBHI6;byzGOi2MTB(GXzOcw7J#E)p09*kNeEU0nn1XA|?SsUeG!& z!V6tT#rii|hpm~v(DguAM4lY*9){K_0L&Bs9ttGl7l|G1AFhrLqQF6hh2tqv2q=NL zFX4E6q}MnoQ~*nAfEqPA1~nNX^=m{LBuW|}!Am$E9|cC*|BcyS(bJ-m(qf^(NIL_N zoB>Sm(vF8`V??53!o+66`A296yk!Q2u%c44qLHzp6S2W_zZB%LaXA2L8~`g0LJUrr z#105~gHFx`Wafs@aAT5j!x%dmIyW6E4-Bva*OOa8?0nFt90djOi zuxh*#SVkG(qD;v72}eu=;Gv1|RR^T~e+*+sKR;Rxg%3gN_;0gaZ`A4I_F!PASVo&F zCycSbu~-{*E~R2i7Y`+~x3Nw}-|hRpSW8-K&qYPN90{VPS%8aB4T4Y?n@M(!HQ zJ=_q5*<5`hiT&|m9jOim{6VzQ>*V6%(2!kXm*|=jvuGl%XO{zS6TKd}kRgsnv!aB_oS+Iz z)m+o4HmuN+%BTXFpQ-$uuIAr$l z&SYH$_iCkL=rDtMDxnKLgBT*t~OC=8>H{l}VDtzd(^ELB-y z2QTMC&36pw9rv1`>vC;z^7nM7StCbb+fFO&wkFw6jFxvZl#;9VyQF`F5BDoNS;J5D z6ovb<1$>2C4r;*>`o-CqdRWki_zI_yCW~>S)l65k2Y*qJ{=;8&^exBzK&syFXe-Yd zAvb=B=55jwWf7bO>-nQ*qv8d(jI%A*^7kFyo-6Gec)vQ`pEO^s&lkb9oJ3c;xt6Zq zO1-ObN~U%H>1~j=5m+w39bq(eJhz#G-*sik^3{N8;~8LDe|QTa^rOlyqEC27!5l?3 zoU0T^!b`_Td17E-L^`^_Be=h4;Z7*mKl?0N)Dv;h>$xqSgC!^>`ha`kH}6U*Ia1K} zskzk7Bp-DLUYRrtA|CJ|W}7-FYa z^-2e$nXgA??-zNXkP#J~=7_35j6v!9jlHd=;oM2S6(2^Mr^o|sQ`CR1BVt4&!Edzf2%?tLq7(wimWp2Cy&Li4F) zgGWt{-r>hs<_OH+NWr;ar-a5Dz^OVu%L?vECYrQj|K6J;veY{JLpEWZ7>i|E^$;4&TI z5>1Yj*`CYS;6DcM9~YMTsv17I0+eW!2rcByi(=BK0oyu-W;8>F(ODipir;Som8)NG z#PX4rT@4LMA#ic1oVPJ+61HmDKJz)$NYq<95PY6J;x8y&=(~z*X_hD@?7mqLkgQF?F(zNF2w_RK=133dr^^G#Y9G`z!YO|0 zHUDbxvsdJ*3_FHdp_)m%N8xAZE{PXICukOaS&92qIt9Dl#zL@dDFSFHN@!O0sQoq69iE;;wZpmAFpgGqdlmtz8ye=b1g1JI?1L8_tBGj_8+Gfx1OT zvsX7g+D>d9hsy(34QhRqB7xecrMl3O1TRHAJI6r6cbAg;L_;coI!W`fA2b?zj|gv; z$3qvJYWVti+okB4h1T~H@Sa85>eeT_U|{6>nKh13YFF0w|d93Ba374wYsKSHaLnM*Ux zY~jU`L}Jh1v^>nYO3Y2+`CCxQ{PF8>u?YSsZI*YQ>N_>qA@So_&~B?Cp}|70BMN8v zwvgG)7SCLbBxgM8*s1tiT4=s-6?Z*#=Ud;e0wSPGl^kJBu=vtYaC<|Za`EZnQImWG z94|=$(ZQR)w>rAfi2jsKB38wv_e6-=d8Nc_WHb^@BcR|IdL;#}0kDEYd%d#p7k zw8oX!%+eiGO~y*@xIaE$7Uq@`Su57BFv3S7MD7TiQEA`Ra1Ay@YL9I~M=$n~0x(*N zZ}_H4?$?SJ?M5-J&yN+EJ^tt)cZvh(h4I}%|gHR9>% z7eD8-AHo+pl^=uOHuh27@V`$4ctI&Z+WAHgK>Eb6V ziSL3&k3PfejdJZ$ndlKbh_^t2{NC24XO_ni-vPbA;|}>%Aig)`#_Q(?58)tBMxHOw zJ)HtP{Nch+_jBIAr)=8$yuVYrUE@35vU?Qa{HU6@WGwPd!1vm^@>VeQ?ZyvSoJ2mu z1F8-A?$9{}T>FPjyQ}!y%NG&e;rl}tkOiB3X_Fi*lKkCJ@R#WvPX4(69SoR6_EzEZ z#|jF7#{&yDd6GRl8dD<&7!|tu(g#YPo0;BN_a*wO(gmO4>&Tco#=HxP#B?|23oKYb zPA#%~LiYMK@82Zm`)82wb};BOUm$f-;QXM=w|xHyZypXLS#1*+Z;jwO(?BEBkme#^ znx@cj6F(Z!5R9(?AHEQ9kC&)v5OgT4oIW@QADQF8ZJOR^WWkFsC=jaTKYkOIwnv)+ z2;4ReEAsXN@%bDM`8F3th&Y9)>|61?4q3Sl)=N^f4+=eK3codt`q_ZTDi!qLU^g!n z$)^#iu0#=N8k%exY8Gg*N`Pk!h@`?LMn%%YNM^)MMnVk=!4Hm#Ac!=;j6k4AdRAkl z9rn5r4Pbr_j)v9InQmfOi=;oiau66NU9 znGa^rjA}CV2{Mh8TZ}BhLcH8JgO?WPkPeqPG~6>AC5JAnY03D>e8VB}i@}D@i8M2+h7GQ({6giy z&ehMsVINSz?fhwVi!rU5IKzR-&CThi%^8SPD2b*?yk=1`$ro#OS$X_vfnQTx6HzRSzHM-4VG^c{08)V|fxzMrB@}%)bwCqCHqECT zJfe)*X0&PNjFzGBBj@BL=N$Tx$gJiB)TJ!N+pH4}!uvXJ3e?Y8H@V}@Xp?5KU1qsN z$wBgj0Zk^!jr<6rIC*4Ju@J7@{=*dMt{mc)?C^seh2~r`&4lk?^BZvdiBdox7}79q z@_B!Boo>h$rN~9qjGB%9TgQ62YH8tq^Jj;|0X zo*0JIq-2hp=n4qno;urmyCj@V75kSYn3m*xZHbW<@RJKEp1R2`8Y%gPlMYTPta8b7 zy(>r=DI>Paif)OUJVMtG4%u`prI2wLX7mj|(rq;_FQO^qCMrig${r-DK#EPw-!J?e zl6b&Kvs(@EPsujz%6~jh{NPqXB2N)3q}$OnMN!c-<8SiB0X(7dQE{$3#}SVU-1cj8junwwaNy0&{lVGYh7R>momZv^aIHXmsZ-My^ zRLsy)n^O{R+0y9Nnigac?oJH<_pn-9rcrg-5y`xsV>6RdxgxN&=|rqCjVAA2omel8#BqY;z4$(RZ zB8c-*6CkzmHB&p4YpZuPydZn0tWxJC6z*?mCnT#;AiJfXyF88;T4WML;L%#yA09mv#znc5WxPb@Mkx3s%2HEgT^3yjkwTYD1-U>!Ek+!ENj0 z6+^x}===~`OW2mU74j-swypmY0rd)yCap(grI#rUd$FY3_`a+=q;Xva2U({Jywdwt zs9TAoADyI+N37_58|2ih|1dNUi@0@%xK6gKSK*-#19oUB)Q=~Gt$g2^9@>@(ZM8hi zD;exiUv8Mf9QaJqtr~{mMA8ozHDDgreE=Feenzp-jUId*~eoV+}nF zj=1%&gw>9>R!QqL6R?jJw{(TB3^TZmy^bDZ=NL|Ng<7~FO1KTZmaR>99#^m&CF&k$ z5koc%?LQSQ`T(sFI__^T8@?_h=t-Mcvc&o_3I*?2mxe-dgeN8#qQ6_FCGd^*h4tj5 zVWG1Oe_tN;O>J1e??5>nAz7WGeVAhGMqmxc@{&c)e+G9^vviRQVpjoBlC>)w%BGpi zd%T!u?%bLum1Y3CQ|zw6NN7`B)qMp-vs9p-DCMzttCQLsGYvZE&nZ9G<$CRPdiB}k zfmXBXq&bf*vykOk|Fo$9+40H1@vo$|)(_+6?frhsP)%rGN8>cl+ZFO4V|6=YfzuMsUJ<8w~++9j>DAE?EKyjBsaVzfD z;$GaPxVyVM6nA%bOK^uWq0c$@o_j~unm4oN56J5zzy00&Q#Sb%G=7jdr%n1>7c>{f zfdIr*If2M=_ilj7yCGzFHSTei)1giJ<0_rmBe zAIZ$8c&wCxmKq4=3}lzh6c-C+=YN8hgR~n$P>a0~mQP#cb0IHqFCI&xvbe04(`P4* zE~DvV+RL7#t5d6e2bD{>X*C_Li>|Ay##IPz3X3=+-5~ASmhc5>_4I_WJW2fJ!*IMi z?L{`LmDJVc5yo*0xs5k4vwT(?8x|GbRcj~O#r|zAWo;E|+|e^U*=OowonZthW$Ql7 z3z-|^Z_-vCH8O14=C2b7?yZ1a>D$EVv&5Op)7q;#+6|f7@4;>xdgrS=awD6hxTmPd z;{3Hcpfy$ZwV0OrXZ4*ppBX9vYr<-hDK`z&14I4KdWHY(Z;7;XC;vG*%wFsbW!4FlCX zefDH+BQJd!-{UwWVmCPIB-H2hF=COYvoYA?$bW3s3Uv-%W4+4iOt9>fU>vkX3ep3g zos#XHk5t1E;d+!Gs(^qa>8FI_yNc(#>tHlAmYwYvmKCfjFlYG%Qpfp}!2X%%J}2YW zM?2)VHsJ4*dqk%=;E_w#jw^EV(`>XWWcf4o^z$!X%Z*1Msr4&=vJ1x0wINS$`p8QH zn`?>F-Q2Ki8Lt&`a&Rxkrp~7&5#8lux$AEkV53iLKzI5f_n#^0@m(_i19}Fiohd zxZ@%r!!9ZEwyNTKCAD{8c%^)NwNdvhH|y!=%lcz!B#MMk7hY$XhE#6l<+(aSWiI zFOnlalda}o(5dj=jHY4TMUhKIkjq3rB7@4+Mr zquj{U58w)`;yVN>q%CVeU5^Q31{|N$)u9vkaIa}uaob(Fq(GC%USfW#KzU#O@#aRr zF!Qub1^)e+V0JtMi@^O%Y;k!@dX4zU61<#IHX}N3CU#gC2Sz;LlzGW#ENPjjHn`E? z@!Dy77?_r6p5Lc+5p+AqRhs4~p$ypgzPp$iW73q!@UHKtMCVS--@VU`akpz92E$+4&1Tq&zM&B?;qn}6eu$e z5F;lM-?rMT5Z6?*yh&u3byU@8lAcw*yHT?DSD0V%o0-kVnwt-g>!h0%SFgh$eW~xM zQKfK*p$b$6(4Vy+wzlADSlcL7Dr-es$w?^&`bVv>^OwZTs$@(TXGj>4SSX>kjAqej z3Q$uixW7&8Sz}vwx7o10^mRaR?DtS!$a}x_Wzg~Jo6{I_f`>}K2^0$j73Cntd(H6A zYhhfzC~L=U+JxGTn~uwVYFk0y(w!N<5<1|iN{gx<%SXr_a%rkMg6EnNWYOl!sdR){L^1DTh?3;=8xXY$`WbiB#8YusnQS7=wKiPDXA7W^(}$2NPoEpO||YBwRSykW&DA?pj<|fT5ZJ-dvzg0 zSf64yL5a_AFJTohc@e#gN7QQmN#N8(R*)`hV4Vv+abcX8+{0@myICz05k-aG>ct+Firddg=K|dhMF>SY1+ZZR1B!*0cs}{|;@jcA)?7ma$hf)dxnCBw5q(|Ir*x#LxDr^k z+R|N8qCO?`977{!D;H@kdyro(P@m;B91mafxdk$L?y@MYPou0Hsz*~FcQ0cqrkq@C zx%$40a6tY=M>$1|VaK`tesp)oB5H%0)=BUx);wN0Es1-dXVonG$JS}uWv)EssJOg4 z+5p6CH{nThsqnZ^&fH|$6GUzPV0Jy?TES=fSqQPv+0*g|THe7YOrptes$X*OR!zk} z#41L*zR#q5OOG$Ft`ukQm|FQIXHF?uULZ}6IiB!P+UnJ8cg#Gz+LuxpQb-fv$h0;! zQy?aq3{0LWlr}mN6AEe1XQ+XUn;!{#NvYUsTo+4yfKqKUAFSB2FVxELyQ>3X?49tckZ^pd+_=Vqr#WtwQd@zBdb8Sq zSpAD@%wNW?{)48rBC#!xn%iRZx2I}pI4(#|8WN7DDomufHZ#{J_&U}6<5$)%D=RCv z<@_VuhO}G|k<+8*23BE1*IR2la*GwEZb&#DGH&kD!m%Hr+7Q8S?N}zQ7KV1)ygLp4 z(blpI_WauF6MpE}&nR`taMOBh1TovCm73ab>)3zUc!XQ%JnsFQv9B8mHu#SMZ~(&h1thn`Oc*@7;5rw*^7yVEMq|5B z?I(l2W~@Gr{Bx^djc<_oj(Ylh)rcmSZ{%KTeL^($_HdAJJneM1q!NU&+wd6DLc;Ox zqUUk1;dqn(X6%04J^B%>Nu%z@?+esNEsP!hZMHZ1U!;QEP5AcJ$Nz(|`_VXhz(D^e zX8!@f>_z|DXGeen0H6SnZFUGX|9{wLhlK$k!T_-TFP!%O+Gqby*!~|v`(KqE>wl>1 z|98vm{{y)rBLUEm0B?|>-u|zBb|lDj`#;nj5|IDLZ2zx)c0{Ou@3a3MXGeemLfAVH z>fhAe9u*ehUvfJl3>tv@RcnXTDfhQWkTcO1Z**K|C@W{2#v|Ch=R0q@u_ zcu)j*FgSP!s1WM@%G=>F@gWU)h`tUX?Es#Ck@kO7c62yGEI2|)Iv(M5tDP8zkQg49 z7!mW8w`0RXkUKFEWS^bx6}dwI`#-Q92qZ;EB*jD^gQk2PYJWA@87TlCC;*=+;7KTu z{(9{H#oHkgJA}7mB0)TM2yCYYe5D51{@Z59pvD4HlR|hq*(+m*W~9MK`m3^kejR6r zdrM1t($7KbWvcj|e-DmfO6yqWL z?Cb`t#M?a;#9*c3cy41Dkc{Ky{# z07`!uJL@NG+P|3HMUa5vGn}|6jN)IL9fH~a3hmhM#F0eAQTe2431tALG5~)WvNy7? zm|YsO&;A8l=nKI|^;gXP|9_QTXQc65+3YQev?>o{ZY68%D`tnN>@fylcQOxU$LNV% zz>-s-$$Yg&ab+_J~(C2kDNP@`Fd>T!`fm@nrsj$QHx~Q-HH%|xeSvcZU*;# z*vbfrX9~*FEpYzQ7sM=QO2y8mgP0TfX{->>j^q#iy3q;T0Y%K62OUP}I~K%Uyu0T@ z5=>zzMn|q8~8c06QHCne5db@ee=lR_-Zp9t^je1e0wS9e1vxfJja#AV50s~J@W_i{06EzDLW#u zC6j_F&$A4B$?V|09OSHIn2_~kXf*h$yrjWwUaA(R^fG7%=!QI?^eQ)RJ)&ie#N;%s z!-gwuTIC24BP~~~L8uANZb*u4%Q?|gann&Bac{ylp0G`NEREY)3pmCN(Egb;5QE?G zMuW)-DueO752lZ(iWE5QX4lWy(P~}#)M$A*Li8DnW#B!%+Ht^5h|^vmz~cBc6)l6& z(wl9c>9kqbH;ZGGZ+V41vC97B?L;1F!|B8`Re4Z=UJ;pb$p> zX-os3?CzNUgQtc^;$Gp|wOj+UKFtumP4Ms4Y0~k-yg)etf_|2ar!x+eQ;#{O3bIdE z)WI_KgY)JU_F#pzXQzj9V&Ti;5A6cLag#y|btrwfj+kGkE>|!}A9pwy=E5bsLP|E~ z=IT2rf6DuuNs&J(iMMvXJ$2t!*5T_e5ICJ3b=Q5P346aw-$QS$N0F`lBQD_6py;Mw z2M;C6%VgjOtl~(IJ-(S;vcighEyr2+2&_sv-iKWDanI$8}lfp2*$XXhoim7AS#LrYNeP^x^%4O zZeMJaO-V;}I`?x>{$`)*dj=V4E+oN1QfvmPMUbsSB2@0(lr!rG1IaKe5OxXyhw@GIFTsNbMi>imyK{M!thl{jzwXfuHk6y!mjnZLg zac3M1!+gg#=uL= zY}KX0v4&GiXF)keNT(?CWK!wMAl=TShFM-dYPF^CEdeJoyTvks6fm_m{NU4Ju58}wNNMawmz zb<_03>J~*M%lfw0&7e|$+L-9i`2@y;pEciit(6f5wXPgfD~&4i4e%IVF9CA}x3l!X zvq3{Y+n9yh8_Oopb7c1?9Sw5*FkKdlo&jOG<3PXEjkgI4_0tseK5cG$ID3~b31slB z#Ve*d?HH1BxBMvIj5!BMuFg&pFF-WfV72y_!{1Lty%j7_s)+9oo6i*Ka1@pxsx)AKxsw zg3q&`o|@U5?%LV_m!cI*yOi(`eQ>{#Q#eUKRO_&OEdm?lYw_>e=yI=6rl9K#Xzr;8 z9jYj73R(WMb|`|AE+8fA6tzLd6eou*iDGjW+a9aFV((8>$tZUK&XAMU_w zi6Qp4cKn9E?@3t0youl>p&EbaW$`==;Hhx}BYWzKWc?J1&uP zuYNJRoCu%;w@o3HfBJI|`Fd%qLu)#GXZ=UMGAmHJNf_=LSm0LRxf< zTTfzBAJ&8KB?)d4&UmI9-l;0Ql(#1DYkU>x{MK&V?myTlaQTJe{kW#ZuZ%|~s;69| z^~84mXvpPnM(220;3Gn3?b@KBq2?!*=F-tpK4*>zTyT)ISeC`IL-K_!9{*CMB%?rI_`}7xtQFUXdm~1W>_tW>cC|%DXC>J zPR<3zj62>$(((75tw&(ufV0`cM1&n-)baaB#b9)&7y8t4mtSM~zeJl--_ItjN_>*x z_D-uryD*D1ABdSz53zK?y8pKQakj{``Q(R=QsUCsv>Wvc^`Z$oyaF;W|m3R`B)ozw^M{lk^ z`D>sjSA{Cmk0M8hCnNGcR1*=mjWtDU!lAAxuU-*JBa^QFEbp8}W+qUcJ{|W6y^An8KqHU0EAl1rSJ1>y zc1W)M0p44x#GWXpWYNMgDMPah$$Y5*@35fwKF@(C+%cqd$h@EoGujTRv>dtU7elBL zQJk4+9_bKH$%D%%krD2FHZx(KUvZXOVeGsH&VKVR|ztdxb*50|!d)ik-m93#fvj&dS-LOxdgwze~sJ+f2Miqo^V6 zr{b#KkocKf+r|0#JpGEAgs+2nUT>BQTVIfhrk5(Gi<0S@s+pFn96L*JQYt1lvLlO8 zCo^lLc#AJ3@{NkimNjbdDG{QN@_@tz2t>h`uEkgoN4>aE@T^3Uv949IHc~2k?WkN? zBSUk!juoZOtAMfCw6a;fX2P{r!@E|Bx6E#+>hmy^H!(lEMetyc9t>~2A&SQb+bGr0 z>P_S-CCWhZKawSyqKKJXdu>-=cxMXqgYI0C!wy=D&AJ1 zrJ6$N;#!MRmW6tzXq3^AFc*fl%$K43nBw}=;`;Q*nnmQ6_Tx6Hlt9iiz$c83j{vAE zX~5+%wu)w3@^HlvZ{eUuIrn+34|E%>4Af*O-l--WG7t{9(&=^9sgT);Oai!;?s_+z z;yj$+$J_p-+48%nv6=WI|3u`0RA5SFT0EnX-Z23Ruq*wnn+5orjj8K`vHMF(NAY9% z>|t%JbPXk4Yba$G8`EzQz8(y|u3NXR-pZyahSHbiYQfDazM~eG17uaL9<`HB4Za>p zEo`o^-`vX;d@eo+TFn)_M9itZ9AQ0psePJH?RY1>#w8skEfp^oQ3oj{)Fd^zl*lT2 zJt8B0z|B5Ptu7AAc9)deotKi|a3TF;!U!fz^+uMsUrYOZNic1I=8mmBy{rY#wsme% zjyuKux5bD`D@=daXN^1All2^IHmCH~V~m9VDBb zmF`>*!-LH$U5m#x;%rT-*Y$;|gyke7-6xo+mILqfhnq@A27winBlNrvBf==7aJ&Sa zOuuJIu;x=o>6$v0!>SY{^G0Nb#0aZ*WqiHP`_;5Y$g{>5m>N?ohXaksm5M+ak&g#P0Mp^lW=@kbS-A5uyYQiig z%6vlFTDr?dChStNFkhG_#obzy-G=GQCckmFDathSNR4fUjZ+`A32NbIpCPv>^t^;& zebB~IDVc6usT5}zHz2|;VCqzU`t2J%qqZ`Gl!iHBUSF3wz1li*(cGdRj{DF$a}XA8 zxiq%yJ~`+1T0mAt?F=vB1Pt7o^9A15q+M;k$pO`eSB7`UfnKvhm(c_yvdrAq? z9uFGo9dbSQ3U4Yzcn!TjS(kNpEZBL&+VGT~}mVMlJKKx0*CWEf{y5 z&tuwv0oQd%Z}QrWd7aIuMlX${F0PXnPxEh5m*XIV=cu)pAIchFv}f0W+u2r~pHZi) zJr=_}HkY;0gGbhwJy*zdI)zDhM#8tgW}(onuC6exlA?8!@r;mn8v0}$CfF{daTnAf&vU84dyQh2$Y66>Mr35;tsQF|2 zBY^{1to!LY)hys8KFS&@;R6C`A-x(i)g!tymKpO zCmU!B*$kj^X^=ePUPUI@m1Xx~1GEm_uOKVKYTs7Z0keA^-0J+cMD0*U1B1slp+14I zr8np?&SAZ}ZamKrD-J@}4%@&7-^-6S`Omb~&Xue74wIqi?LoXd(|R%eGp^j=-fIl=7D~I)`vN1YbhIv=!$}6PKspi#6s_GWY$9G3;Fa zBLwgcZRExA+6f4Ju{kzaPkdEqejQ3V#glQtKYrzi3Yug%j6PnLusOQ3#_=4v29*yy zqpd>z)@Gr#e~h^_=>Vff+`8!Q8$F*v>w-Va_lkg`jLGlz$`4c4u1L`@B^j@UKfwsK z-8XCwsgvI`nB3}+gTGqWCdps8lHO*J-#e{e)iBPcwT=p;?U@%BxfDJKLjwA@uqe8B zB&Vx&Og9Dcr-i2utG4GNYdAl~FE&}g#9>jy{3i!e$7-jja~%(3RPEZQk8v+A7se?o zy#m2+BH>JsH^cy2*cG$AFWB`Fj|u#@_$zRR>1boD56qFRvyTNH9Xs1Vj9@H)o@i7c zP(%s{ul{e${<_aD8ipa-0x zc=cK{rG~V*q1SR0BoY^(0PBR{y<1WcA@Uv@2dZy&{!G6IZ`ZOlWR`6nGq@w5c$2-X zrrLadY3He)T$@wFH=w=+-^M_L(X5DS`nN%as*4h$oQiksi{VPs+kQi)i}Shi=(e&DS1!#k!J9GP#0zxz?Nmx4>Oz{&f0ulZ4|_MhvN8v<&&cempdDG`zhgNk zwjf7ZymAZt>1jX{sm1+pHB*Apv6BDhOz@^>I6~kNqm+`}M2ASe1}PRsff!2Mf%O9d z@6}n+o$Fg5TUyJBDGz@a3mpmXptj&@mYQ*2T89MG z(h*l?O6{+mRYT8faAflbxVK)87f!$`kAS53>^M)y3}31~z5KDb9Gy5wt?K)vJ{%)G z2bg`&Q(mf3IS_M&;;r;s1Q$m}Z2sptO?~pPf*gY739E9)$2#0kYkQ1=3XweihZBPg z9MjWZh-cx&L^n$>=W?G6Zx$+Z=BxT=abGa;C0n08N?~?g|3Baw$~eYc`>u?c_oZQsC^M-8CPty z6tdZrrQN*z@GJCVStF}94UTbs3jDops$GEizL=TRi$lJjsN3wp{DyYOfeQQ4X2LHu!xBD_w^(vGUtz*`6x;VA)h==nc9P&oTi8P4(fAuN!-<)9atL}qYtBpIs@<5IA2wO&R(>d=kb)y)+${WC z10kNqC_iK2CF}wF8t){3qly;&Xk4hd_zZ~)*0Jn z9T~R!$&UIqlf6 zfD1Ku})QnV`@o2o2CVe8^}KU5$uWKJ4iI$xTY%Uc~_46QGEgpqb4hy!OUTCVKR9xR^O=b zn@Wq!c)MzSO`eq|C*#7*oN7bMFJucBx249{efHi+8+j=$sy)1>Z*_b2;!c`_Je<{$ zzsiR)kEf4}zqUZHmNR}^Ue$TPYu$d!Y*8V-MxPB)*>No`V1{+>=H^OYspo-5;DT6tWYiV?wRapK)CiskZ*i?wg4`1g`=4z-uWaIE#hf z#LcHcUepHI(yYDb4Cf&xvp-vX7kdAs{wpA#Sixic)zRhY8wG;;z~}e`J53ow_XmQ( zU;5dnF%Xsg?>;+Te#|$SznHz1{~|t?Pw(C9K6`pu*xV<-|KAz;e}nh`9&Cps<>8?a{}q#mM}(sOkDfdPzhfgo!~NHC`>W#q4|0d#cSuhj z3i)qR9u5WJpV@YFAOIH#`0zU04iEcE-Jy|Dp;2FZ@{pK3BIGa+5_CsIgNOU;w^O{r zc0^bRZ~vF#4vYL(aYuwG?w9~=OlS;D7_?W*9iq5HmfIm2c>q2Zzz>p&$AU-x7kh_r zcueTmfIKoBHVP~bfD#9?&<>4<3yb-xxI+fpF=1W<@^Bb<@aTBRhNN zg^vitM|x%N_&@|gcx*xhbV48!5e&hr+>U}wgoZ$b2}gtjO9Ub90NPj49g>kpMJ9nJ zCxOQyA%rCb1ibp~khOLUBr+sSG9Zu)6M-DSKn~y_2MCe_bjjg~$k9>Aao{Ons3=g; zAjSAs-j0Mv3B;mAL#4z(d9~be5UGgZsL0{oAdpZ40;qA2sqqos!qC1&$9#*4Mgw4@ z0SMB-Q_&z1(*W^k0h;t^cnrv-44Bvqxaf?4U`BX4MpR-(B4j3j05c*DBp}a>LBIn2 z{vAN^FLi&%N`t@#_{;_fX2Zc}$HQSK19G6yy;65fQVt?aPJlEgAc7N)iwmF!@!Pq8 zOs{@B5(f_k4G%6E9}(eeLmm*p4=XAF&=bI5`UG(Ogz`}sSwIAXLj;#z6re2%un+}! zhyo%+|LX3Nba+z8V$x((fBklUS=g`gL@W@wT^U161(#n9Sxp__4FT`}-^=YOc}$Bn zrqjjR!}Vp$4Yo+;2XZoDT2hu~gZJ^?DK0dAtw;PfvQ$>e!&(`!4n}cJw`QyFd0rH5%9G zcs%$$DHQ0sKanQLIM5Bu6Vc+A8R+~-s6)u`*}R`mqb6_-9Q;{FkCtAVjLbRWBy7JJA4IPm^r7FLc#g@%Olkd4gZ2oO5IJpl+$-Ri)mbS<%Pbr65$N3gMCZ*2^iOm$JUGm2oI8x&6awsvds>ppBS zG?9fUq^rQ#pqTD!7}im--=xY55^-L!dB0Ji^GtGBW}#R%ZN3Mdt9}s?S=2#g(?#Qv zB2_v!W+{H_kXWVrRx@LruyHadsOK6=HIF~1Hf!quR<+rH^UK3eMNu*4B;0;2k% z%CM1t4XtVFwno&?So9q7P|>iA)?(6$8**$>nP0AnQ|9rW9^~=Cw3xXF<%!oSd2ddt zk|E1{gf+1~nU^&NI`DR@hmn^LoADD)36sx_j=EK^J9O$rC;7L@%P|!Elap4`$Wrz} zR9?4I$RcF2aP8=pGxa3TQkazsRiHG>EV4=3P`%!|-2ml=d)iS;AHy>HG!gE$lo&>h zR$T~*#dFEn9kfR++NaPLRO?0sjL*P%-$;hLOhj~r9}}XtX;)dnHP1>OZG$7haVq`c z#w(M~9>&e>KS$~i2oN-^H!YZS?zRd_B6!xz`^WC8#H9bkOxyN^5S67mAX~2fTn07G z3-Xc`F3y&E%3X+1Jo8+9d$h6~GGhz}Z`Y^5-SR1Hp^@xixkoezMjDmgH7Z*AdrLerXq?n9v2xVcF_dNI8;?cVcb#T;InEXa@#bPRCxH;|? zwm~r>#>GhvKjESivw(Dp*nmj!?rXa5oDhf;M%Y^thi3;eyTA9WfOUir7q2 z&+GsiN@(|e!!~j^U=XE6evM_^QC2k>Y?zacidrT9`OFGk$vqpkD@#;Zbv#P1lmyYf zA6DcCy!-~rX2OF*m5kNcPsf#c8e$0%M6q|V7Ed`O>WyeSlb8{QB?fz1CK9N|wt_{q za#X}fY@?#=DqM}AZ+ar$MBwn&!2lhTL~u84%Ub(?QHCa08TpN`)n>; zqRG#j$2p@oIaC}Udr}XrVql=Z2-9*+YU@M;h(F{58KnZkiv@Z9AyjyW%$Z5pSvok+G(peRr{T+{GKB959WRY~< zL3~s0Eg7he#);Uaa5H5yiQ)}8XX$1$rgf`wUAts)Y0-tRzWc%X1#AAcj8v?;wzEZ( zX`Jh&(*rsOJB4N(NHYK???^W79l)ts$PZLHEf=F|c~d-HUBQ-|IX3r2i#&%)RM(FSKI}TtA@M8f*Wib!PuX zhpRh9QA4}%&DQz>Lc#YmEBijz?hL3ZjxJE1CIi;a=vYV>whUbYZ|bJ}L4S)!+m*92 z?-GL7b&(5r!3#xe;|A?s$=vENuA#nfUBYEF1$<>S%-!&7@;+HI%$y#9e=61(fBtym z+CQ)jEN9a=s4w8Cgq|{LmLW=$?kAt|jU_(6)71-C?4r-f=+wc>Wzk{PB>D1g%0!oS zh`F7h2U=)5Btc`a5G-0N*p9PT-?}%hNcOQJC57gaTZ)AJn$FaWB zs+mXofPeE1_LCu5z4j0n@nOwoIbJzR#`V^?TP5SR3vtw%y~X7Z`Ww8XIXA}w4~BmG zBMNx88xKu*&jX_$5sGdiHzYF&^4C!`S%I{s2;R>6-sY7q>rg(OoDSk9P8o6TJoTP_ zw_cGd#^FA$b*!*Sw0;vmy$r>D6ARRJ_g#lg;JP<`mF5}A4*aC4{9?ZPZgRRyIr|nQ zcpuHXFgs(;iqmXE`RW&-zAyZ_9cXeG@0IltwhO^c>CRnvkG6*Pjje%nb%BS)SCnss zu5zYcjL!C+n5rQkykLxs1qv9GCx4m)g6`)X-Beu;IPFLe46ns~LT4rRUzENFi*u4V zf7Ho!qq@VFAP90x__^EQI``3niRQa`SC9=h!f1m$)ds={r`xyhD6A43u7xhHn{Myb zyz7I0qA&P6J9#P=k_aEThxG(12;0UE_?{K`=_ZB(Io-8Q0wXv>i|<0K?gA+agOMA5 z4lVdEA%5p;q&P8A#c}re^pzv7kmV}@495Z#HARqLqMu!m3wbs)i$sW&QnJ*cC1|1(YLE}O%YWm?rT;aU6|duq-kA9Fs4@=KCDh{< zw}3AGNhGAy)C2$Pn<4MGclU{0bU{c-9?*+0x@L*W9Ae*^*e(KvSm^}CFI@C%nrd3P9Z z}k2>5((C4r8+EGrjLpKKmpV#Rt$OXLC{|Q_!P>@8dVsalFo; zd8l)FUA=4WGo*_h0Yh<_10El_bM(}c5|h-vnd?fp1}6<9tW@T2+~!c;r_+4(Dk6;E zmCRe@K={y@{k6G(e<}DB$yDqvS6~wetc<0VOrH(TT~tS~d?`+2Axe}t!yPY*W+Dvh zbA3T%{6po^VL-MICm1<6JXGmfn`Xw)vlege|`n8lOq=Y0S zt#v5Bg(oGsIs3a)u+LGdvAXjI^O6RQIJD%vM#5|vxME46GW)aG?4?-a;&Q&)h{B^X zE99(g2D~fR1XyB$hat#_V)^((nF4{y4nyiCPZ1$S#Jy`}LvgA5LwWmBv5-bNgl6`d ze^E{<=P|EB(*u5WEhaq9r)uB(QYke|ZmFcw4d}#G{)Zm} zr7CfU8*sX_eOgL*P;wFOYNCm%!h>=i`x=RSP?!i29L5-O{VO z8`XxIJWFzYP-3<;>f?#Oo4REuACnA)z{{Yt#7z`HNjoY)8C*s+!<96fB()45HJTGO zu?yke47w*iP%1L3?O4@ zkK~PwA#O!0!Bz|@GaPEiN`gTbgn4F!0X%h7e}toTYs*@$@MA0$5kl@UheKtGbdiM7 zXYG<=?J~3N!jtKOZtcp?s$Dp4m2Rm-daAnP4NEhF+!1sWhIKKmbTg%PBT)cIEQxGF zVa_Wnxl7VwiG72EVvE0YduDaB@b!qSbpJuIVpv979In3N&1U1Rc?bV@EX zsEMwTqhVNTx_k}q9@%e)+f#i?-6?w#D*HsjdJ%hBr-GXec#OusROdhPkR9W6T-UNWl?WPD9Zl7A8T;f?h9X#w!hyE&e)$}P~P zS_jvcN@cZLu%rtt-CF%H2eJeQ6Gt#hn6SqydsAC#s4RaaA>g=^^wKd6*vSl#`E(_< zVrf4Cb$Lge_`2QPksDV6te%F6^}C?L21b?#^+Wqph}x*_h6VW;?FEMxW$>GyMyRWX zna`1y9_pvVtWg>I`hh*s?nALMgMlPtW}PD`LSxQEqjV+cI;p>FPkIhZpm-!v&_{^O zf#dO|SX+E!6=CDmsg=AZd?lklThNFG=%p%LA{`bUx}(9rKJt%fRw zN!;*BOOkQ=tS%VLqX|~#mE#Q>KF+>0)rA%h zFbqi=-70=z>5#tQcuaF^$O(D|aUZ>OlV-!HtQEd|+N8tDbV^nfux$Vpl%w!CpmgL3 zN*!icoi^~P>e8Co2M!@75<9z1O(4X_tCv(WXbO!0ZQ3RyIosJtyV;*}YAi-%V`H_S z7xeWf8AxZ1K(V}^$cUhYSkK16Za;LdNrC1jXm>qAJW|VCgRJG^QG#j(SGE`9( z?U)w{WEZV28bm#2GgD^5_;J-zMl>l01X1xsNQaHfmNqm-r=+?C?-o0sackSA5ImOe zPLKkhCqJal939}epq9wIl#TdVEyq6(O}VeW51(DOnhJVYA3-fLpFC%Mi(cOQZ*GW5j z-{`E_yR{Q~ZV6#bute46SZ?bocKPxzDwW}4gBz*Hwnb2P%C*~&&e!m@m-10Nq)NvV z+m`NH7mo{P4?=q|!gdz>w|;9cV0o^vfp+!46JN@E={#%A%J*aiW+k8Mnq{}fiFS@w zS2Vo$wwZweXzLm;;2j+Bey~-lp+&iW7DDFPCd=9$cw%2iVAKV8APkQE3C4>_-==Io z&_&ySY+XpT-dhK)Xe@8~c5P)v9ek|v6 ztX)y_u>3hRxRT{qg>AlA`-nOM=9cup({kt8;~)?`WodnA!vdPOD*h;IJ$`t!Q3g^^ z-~Xa`+--T3Kh`@}7*SY0*P4!3xwa+Q4g|NK-mvbjoV8=D9#)g~s97JJx9vV1gZ9oq zjo^kzYfyy3DVYCoA_{dGLfv1Gnrsi3Ck`h6?2{KoRcP;EkuS1W?i{r5xuR{8tY0*j ztu#lhqrB+s%&)nOT0^b=*?DL``%MOJ)c_gE?Ynz4xPT6^jtR0NzyaWsCZDCI%JZkO zGX~vg2lFA?Ru3w}<4sGS94BN*<1g;!xE^gCr&EL&Uk zw!s;-&OOS8Yk1v`Ok9s_T}8dSxn~*$=-xO>x0SUM=vtjScYt?+NGP8ktUF4B$Jb$O zF4Ir%wJN|_UT`(*H{R>py3(_-mb(=Cw=L)oh<|Qt(ZM~IPhU>43NtsHl3|BVAEZwo zMP9mYYvmt&PS2{i!CY#y7{o67w?X6E;Z$;V6~kG-g>=>x@I(ED2VJrml(g~T_s{pt#q(Ed@{)$UDs;}aFD*ZV zDd9q@c)!i@RQUhi0WLWQOeC|So2;eM&@~l-%Ja`Vn=dPDU#xT5&VH!$ba?c4T7RiF zO!i`Gz$s~Za=SZp%ZeZ45t!<*YuQiNSg2G%7;v+!dh|67#e-cXX5@fFab#`3--`v8 zA7j~qgc4Gh&>4cEYmSP~5qntKF~#1Wi)2uzM)72`@STUWx?hI!5;a}!i=9GWP7qK# zrwWT;>h_q0@(slN_Qnt4kd~m)Pq8b<1=VB@VyV56=qEDknf&B|Hasv)PMR~-O8lNq zaWJ9p3kNUgphRAZCTR&Z&F5n+hylapn`P^V$1CLl+MJ$}pY-B0Xn`M_{9a(w{J?fs zL(fcGv4B;w$4e!dO%xm{`!%MS-iumkoGFP8n2IS$jt@56oRHb}chA|_IC8>inn$XN zHKnM-BvtAXO5}DPbtSOUBsXfYRB?6FoMu+w2||!#+$6Kp4C?F`S;3penxi#+e!tGieCajcK~`~3&z9M>49;f#zE-YN6AS@(+R zLU1Uy3CUHv0mgSP1Altmh=c60ZD`vehgHWS9Cf|y79JOEMzTH*Loy?FUqg4SUDiFY z(8Y^koewg_)r73%7J)uzV9eaFv#7c0wY;XXFy%t6@Dn71)m-(jrHW4vM}X4=<|V%` z3CsElyj35wNn9kGEvztAo^n%P(g}we+2&NOjOXDRH6dRi%>1=J8t!5$5l@=40#AMS z7XvwI;G)^@*WCNrgXIaE-Gbe{3i?pu;H^nFtLVCs0+H3LfeL!Qn=FG!>Yu@5rz^^9 z@;-x7iPN!*w|dFwBj*kecSi{B{jt4% zpl?wkMy^iRRgv}ysXCX(ANe2N$-1~RR^}8LY4ikZe@^MP+Mi`VxM*)~KtNOH!?F{TpG6H0?nI3i4a!Ia*DNe6u&Sz{)Rxxum0FB?I;oJgGlF6M*_hOxcy zhs8F1C5r3RYB_>$E-h}Cvd?sxd|ABTL~6H^k-gN4i{8i!#kU51z=0G0V4Mgj=I+arTZJDj#fzQ&=&Y)WJBU6Q%jNP{i;bVIvo_J?0g#|mCshN+-Lo>48 z@Jg95Mql|ry?iTW;tt{g_UP4Oy?>eW?0K}56%?frDoz%5O94HzAq~6 zT69R975ZV-8(QW;Awe7?pCz115<=bC)D-hMcBta*O{df0arm^cP2~fr6>=z)!+I4= z6(LekfygzlT)e6B>ZSO^=wz|Rb%Ax#kaFeHOr{<=O)wwlRC$7OS>EQp`f5l_M!Ryk z0P2qBiG+&q)^)jKuc;% z5CKkE@=mEPx5i?;#7zx>N2xL4L+zvpPE8RcAb)?jl)fuhUukh{YT`CMm2y+xvU8&F zY1!Y4UAm#|#K_X#jUgoBC459AJJM?&dZtA&?c(q#& zruKtw+E))(jp}JR7Spc*`A;oB<0}MKB}X4peq-k1n|Yp?XurU#cEGUHdIL2lLQroz z{*l`^_^umrG5&yk4kYzZ`0v{B*>`_%N=>7BsrFpPTc?P)Zvg^9y)+c%K59?vgT;5f zES47rChpr$<#_#gy=M{2yLxY5sXMNMaj-i?ZogONt^N8pAW!KPHy8>wk1JbIFV@D- z6+x>=XnQhXRN)-?PQjAopt(zzgCB_W)h;z-*zl9=HR}2gJ21ZK|0TDlSGgES?IX;=hPK!rys#00uHN5E&K@84l)k8y*@71s49FXgvxL8U-05(PN^*AiYNG z;bBpcAUGcn4IqRDjrL0PU$@~sUUT)Zz}I1T6v!kz-m63p2gHDXCHjzPJq9W?CIaFs z&W9NEudDFLuhu+(^3|G$Lwn8DBO<=Cd}LTGOlWKXDK<0?HUbhPTK`v~M||CbM}fon z$D@Zs$3ue$K@o%C-hklWyo&S4KoBM@J}fRi0tP-11;X-Q-FW~N0f2=737G&DNPv#; z8m$MS6G4#@!4eX|;}Ria5h0@zp&}EZ0f{gWAW;9cTMw`&1_TqofhWd+eVv3yMkj$# ze1O7R2*QV=B!zuTihxgwghh&u^11|%1OE=d^6m}NI}+IUAo%x$aPLXs$dIrH5*3#Uz)A(_*27U!ArZcEeJl(b zq<1uE1hgPj23RHr1R6%b7e**fMwEAq7zB)1IE=(7f1$o16Ts`QO|Qs|M9B>4)TSRoXj1B-+c5XA|{%ZW+G1yJMy7;*u;xS&LM-@oAl5%VK)@}ojR^%{cEQi532 zp8;l{0Y5$?2nhjPgaFZB0NTRPisC4O5&(S(fTIMgq9h+e4en`X;wS|*8VzJa(L$yWI1#&qOX%cnCvn8rErmI7BCG!=!-66!1^`-wA ziUZUyV5X4u3%o?Vg`$3 zsWS2=d0=^RkjsD@M|MD)&8-7$v;O%4UI?Rlw&gcoaaUUm29%UM3TY_$ZX+~gg1R_x#jU8QuRLd?V6%4<}Du`4D zFcy91iK*_S=Za6@oT>FI`BR1!topuQAfR}IfQ~kQK+EkdePRgHPd1LNaIPrIOfS7( zAf&K?Oz1G;aajDJP(Lv!`Oxnfs`KD^2%j&UOe(r-e=l&b;5RfP)@y|;fDY`Um5rTgU z92a@Kny*AwxfV1sb#yS7X=yTBVRErsv5d;E*mGe58s%hD0kSADfyRS^J|;%m+!f{) zy((VYJNPCGTO^s3Q9dO4yeS#8xO%bDDER`)uHwChSvrlh=#8XBhMa|3$#X6!^yJDe zI{L?g7L4Ixtjcr(u1b6l1^4&u*4lTpE#bJy#XtAo;G1VX1)!7{BM&nd5d?@lmGyAd zeKrlcNh#S*+cc#;?;VdJf}dbOp<(SN>ltR8g8fKXRU=&@#bUzssj1i`#`XhHS zO@}C9*m-|{z103hG|0U)#86a=bWySU%NaI0vVL(t{#o(GBp3Dzup!>PA?n;)vhFcJadzu$^pZm;P>)I+--Sv)0j7) zKl_{3CA`6j|fQ8ODG z@6%85CMMI1p>M!?RXWrdQM0w-n3Lk%iqB{lL5@7RzfY4w@zT4ZH9=cs#0Oy#%nBHV zX76$EIR$x7I}Iy*I^VYS)|APQNy0$u&Yx3$$x~x8p+-rioiq}M1#g8Tx^2?#ISq0q zOvZX`{LSNj26ne z5}(hPB-glOlrm<&hWp1w)^+YTXntakC+%*)oLWAo9Zbo`pe|3ERGS8fS7qL(7~{~D z=D}at-0|I;n1Q+ofws_kLlx|ONrVv_2U|p5!6YsbMVoW8@{vD0M7lidDv`Yw4xe#S zSfM&j&=ch?f>Yqw8%G+$GJi@X*(I^C_mj|4I{}#Kl;imn4jFMlS#VdK=KAGX^;`}B%il+NN;dFvbI95>ciQzxAyVJAB=Yx;HaUAHRBm-dE)JG9pDu%uIZ{O1s1{*FX3@SYnv)Q}r2QE|TlMZJ#P3OQGj}OY0No z`?b|@_1J*dJ)+I`T|cWKL*U-y<}R+9FBkltSV7?wTv$!sA@8g-jK-?%tn=XefHRjY zBK;fJMpV|IO^pk;O|Gkj@^0l4vJ--Dzdc=EI=!Cd1WmrkAy~)?wfUNp2!nc3JQIgG z)|kSfmJJXin?|?-EF;6ghDdLlM?cQen=&T-BviT{({z~Z``SW5@xtb7L&91MkTz!g zR5z1D^DJNT%FcX(U_o;2jV13aD zJ4c=L8Ek06a=x(@zY+0~!H3lD0Y3J|Kole3cK#T>gKd4oO z_2=}uzR6?F`=zCg;;Nb^M^vkrd1vbUmv)DSrrop9=?-jTid!Cdl5;n#rlF52P2V&% z2n8imeTS~dq^|R`Hq_9TRRn9Db!3joJ~r?6p|Yzr`TNMti>}uGjvF*VK6V|KJa|i5 zLq)r08}{OiD>vR)Vuk-h$gX~4ZIT_2#$xX{U{b)Phf{q>`v$LvXEt<>qvM75ny@>K zr97|3xBOXODSe>>XgJ(^&xb5Dp}YH*w51(k{4CP%={HxwrH)j)CBvF{TkpQZ{G{y- zg51irahdxumF$fHc@N=!m*1M91hZl{6iu+6S@4K~;?K!Jp&5M={MxKxDoHV=E&Q@Mq zD*JBJ%esFCg;syth^k)BIScKnCc=4MiaIos)cHa%(E*I$ zeoXY8-*ROn<0nV4f$)(RRlE%j?^F=|WIjsxLe%j>)U%2Y1pZ5d?5Tpy=B81Y@I%Q= zLY#ekY=VNT$?SE4yrVu6_7(aHH3lql1dSlLA$}H87LT0H4rfHf9kxaJVI1ObsP#~GM`JL zA31QYFJorB4<^Tt$$a=EFpGYhM z6)8*K1Uw|3{mvy@R@?>EIbGETxyd;yTkRVmbp*GI6o4Xor75{c4GG3HYke?MA2aZV zESc3g0>c!%I+*hdBb~o6atqgnP6Dj(knyV{bu=Gu6l$Py?ospT|e5XpPt_%*! zX}yONcg>@0&i|F{l9`N6Ukus)PHzmzWlToD$B2P@h)2ImrXj$=U4(K>c6L~_V>SI) zADok}oG0_rRN#70pxBK4%vm6O7#b01@)DfyU0IYGl9wid=0Z?xS>$#0$=uJS@Xvjy zp?bRMQgK^R?jO<&sZU^0U?C_P7)$MkgjZCOk|W5Or9x1QzUW1pf-@+PE0Sp4Mj+8h zn$^&ZT!= zx}Ivei^URz zmD1EfNWoqbP<4&eQK;6KI+7*v5_Ka>r94Q8Z;py5hQJKK+JignvW>bQKgxqm>p8DV z&1j0vmuguh*_Z_i6o)G|B+xS-kgrk_EvXvrfDw}74bwpl#N5?9Ew#+zrP#xb-%{b` zxf*<^-6uGlVwN!%y}^9Q>FUdQb4yKr+|579tKWy#SstNPr6lPeb$A%dp1Qz6$fkkw8!kTHW1cev* zczo`}YdyGKGdOTmyLwc6PGx(Jb^GKa7Uv_}YD;|ubxpAbPIF6Tz(xCEOFMw51Nyjq zity($ZcBh<)6H;HMbOtW8mwKU{Nv)%$D>SFn|2s*Cjo5-yg3$nNzDaPyaYjl4059n zwbWKi=KFq7n0GtjNay)c7lAn(ECw{fQ)Q>=&vnyQDa=mvu)vpP;Af(aU9)a9rVdv3 zZpmV_OS$SKTJjX?rwV z-|UwRe#~l1cW;#88P=kyJ2Y)D4#O?x>6s22@FN}(03vomJV>c)tMe8a?_6U zZjJ!c#*H?Amhj*PqjW(_PpqIc8aGuqF^x@)OiVYy)62p3gS$VV4r;s*Vk?&hQIGa< z%8$jp>w~5n8q}O>TkbU-85a+16XUK9XqiDIstHq_Xmlf>J{bq#4@uHhOg9JO63#lr zrU$v!I7UyGqD+Zd%&xQyP#)%evKVh_?ZVTX(J6I5S(%YJo)NYgCX&XR9GU*sIf%JB z6M8&zb>xJ~3Px zxYX4#qq4e))jT4q6%?Yi;#D>?z}xj%tB;SV*NAp0LAsWwaen$`d9v?$oT8VkS#%ZZmC}X|x9HS`GiajKVSN&WpRXx-dvQgWa4ur#19I=hAhu zmWR6PIf`;cw~-+|E$`mt625^%-?NUIytz7N#9P6l)uofTim*2S^xRL_zC=V)okhDj zudzvHiL*wWgqprJT{c2%ImJ*u4{V>>(1M%Wm`9HoL0$=r;oZC{>~is0Om17al;cF=%Zt`OF(*>{?!| z7+$Q;32Yl#dz8Kx@5-XmNFKX<35v1?~=Uf!f!OOCxMQj-lO79FY7u&0LF-C9F>v`-M_*^4NY( zcYHwRu_rEFW*)JPZJGF70%#dK(!4mwI60eL>;Cxif-r9xRpN7caC#iPHt6WN+bM8b zX>oYtxgfBzcE`8EwSL%5dvS_(8t%E5WqCm<3H3wb+%s$HZ1tR%c4}?y^j*dZPTBuEuUgHf^amAkXWtmcw!_X+*DhNzPAvJ?sx&X`bS`sc zdaXzron+@kB5%YQ8qnWfV4R)W@m?A)FAK@v23u_sX5gTs|5iI)S~M$xvpU@{|1JFU zPIUcFvJ<}J^j7=qOs{lHp=BsM-(@^W_A{`UUo%foN#J3rZ{TAlJZ?S{~c zi#6{XlkrBrKNp>7_Y?e2J689JvakzhxJHmleKG0>4%0q#01$`%KPvUG-f%ULq9x&XS%)#lU z!ns9TS1jz}y9w<#&mCkypS$A-o;jLV5jxHE0gd8z>wBqtK$hUkhSK?c;E5lmB@p4P zuGv{7j8gi9kHKqXQjOHgt}3Cdv2hMGzFfLD^*^qQF25wQ;^po{GukbJVud3`Ty4rH zruiRYEHx%;H}b2vyF|?EkY3_qBJdtT9nJZ*%p~?}?@ue8hoRf!845VUPk(C{V=}Ls z(3P7nE$T_4;-S!BmwWdpew3awSG_!#t!VWmXvPsiaH|L${#`NC6;KvJgdZuheb#E{ z(|-9arn4iNOAixX`pYV5=yBJBEmtJU zD3>v`FzEW5MAr;;7?Y4TeRTw$8S5bi^$GSPS}REL5QdfdPIaJ_wh!rqr79$@nr+sZ zD6kKx(qbKb_h(z7`>o#<<(IQ&n93?D8@juzflbTVx_nWxo@ymUMddL{nx<~Fui{6W)8qZS%d-QY z@!cJlf=-{<7AA9B#N>IR<7;Jk#fhvmO>@|0YLqo;Gr=;$4k}rVhW>l%2XYoinMB)l zbIbZaO1tW%)`h2nNhYxFbWv{e=GpX|4(rn7%8qZA8B&WvR@9xs;Tol-DL;gNz{I^L zpLbWcSE9wAdjku7?7$8cz#MnRA1s`9r+VBv!-?PwgPXh^?N?sE8;keVWhdw2@N$zV zm@h$R$-Xvx$FKlD;<~963{0_kw|%2l5`C|I%erx#KMzNX36sT&yNv*ak(kr zOMbP%sHM$ycjUCbD$~Kicp#1{FmA?{x15eiTHqHcf(}~|Xo%j(H1!>7Vk2MV4xPS? zyBILH88-IwEdCE z&rm#Wd#t@M2>xm`@+2o^2;Tb3fpU3tYU#T_j)6iHe?$Uf!3iJHP1ps7%xQR`p=bt; zBowNPT&u8?sg!}kNt08W&Lf*Iu7$(4Wyb-5tQm-9eJuJ3=t&8{oDYeET$+5-$s<=f zod8`?la~j&l*M0$pW5!Ft*N6eH{-}TN0X&DgyjX_avO1ziH_R-nM(WZzrmL;F6%xQ z9eDq%U=k=Xd0rnDc-blylB$JsnDVF!=9Cq|#Z(2{tHTsQ9g3L|eFgNWrt)5X zqkaU+MTdI(3U(=D$z00C+KbytCMh$&{Np0O?i`*?B~O(H;1uhT9})jl|5{rfTzDyE zrm_0)wNV{gUmosAAeGCfw6CtvaOUq4e244rQoCmpz1iluj!Q*MO6gLC1FnTWk*_b+ zv3bXbmDJ#&5S*&yACy|0%ktxYuyQjj_6)>ZRJ3=mYYPqbOlgKxAu;?qS-3@W9W#xU zU5GvpS%NpCQD1jtsqOSAG^vx&v_`{wt<*QgE&pADPkyG;C*ynt`Em0WopPT_Rz-{F zG{<-7oiEgse?ykwt5<1V=grhE59#U;-Oup1xtAVZ_4!^(o_oTz7ryDn+cXAGQG8w4 zmbn(-sks(DWC>nWwJVOe(m9n=55-8edn}&8{1bQu{r0qR9rf=Lyk88cmx$s#1X8I7 zm2mW(fvdR7G`^Rvs`hd0+C+LhefM_(4G2Y)Mg&V`z-@PQb`qPIF2CB4B3fls zk@*Cr&V7#4N>xJJ$_9h%@Q`GmdGaFRE;6~=pz*&d^^Z0qHu-jGua$Z-&T-TfI|o#a zO}aUT)PM4)trmnGY^M7P^0n>%GrebrX!ur8|EBj4cn|zH!2hRz|G#MX|Db#5 z*YSB62%-nP5_(tw=Ks7j|DWRbkVg=X|El3b!Tz5F{_Ea61lj`;0GO}P{vQV)1_lup z8uAVZfRyk5$=<{NFMIQ7uaoot?9D?o{8wlXj|>Nk4F8wg1MFWD_^)I0u>UE3kBbW6 zLWPA#MSwwtl<#4HXs|#uICwM!h>Q=74vmHmgMy9#|BCMa*_(&Zdq@QzLhm8y9ue+U z!-qq{ga=|mw&(xZn}^1D1C9Fz5#g2L!=husqhKKbU+F!>&j-AJ9h*miebw+G4*q{6 z@X=s#Fd#m@BQ63Oq<@e52IjAc&y5FziwF1SUln{P0uTbmE6+zl20_GpINVo~j|Pwb zn!|^EZQ;NA_!NYYB0dm<5EYpa2bK`@m)pbR5d$%akx_{u6?{k$9}>cU15W~ACIJYL z00Ky0h~EOJ-U9SUp~*<$2}lufNs-==qWpV%9utWa3-KKe!aH1qcOdwGSMbpx6@19d zJUIy*1%R0XphW=)qJW{IfPeQ9Aovjv>EnAiN<>mhBqB;w5G6V`71pbgPYX}^s^OzR z68NCk1U`W0Zv`Kl5g@_{P+|m_Fv2l01AbLwo?4r22~-xK==fM`LXWAFoOWsiEN%ZUA* z8x|nP5)?ERl@Y%zN3(Ad>Fau0Q6Toc9!#2oyX8CR%~2cG7bY~mY73vCA)(v|UbmI) z^Z8WEg=c@4edm$=Phy^pcYd|M@Oqu&FhC@3r}u1ct&y2OE&HuiIi*>_R_CC2K~WTL zFo(O(XOZsv!xkW~Kc2tM?<{|s(Zy5; zjGT8yR2c?P#Z*E0Wg^C@0Wl%^uC=tTfZVvbVCv#0%@jtmxsmUK*9sfZew&sQTLSZQ+xuAi8nLu$(hAnO zlE`CuB}z)uICW#kTYc-*tjcD;W}lR{S{_lCEB})G*kOB$Y}v?VQzO>Z7!~q zK&@Sj9m!B@Cx3$YkksdkAH1x|oU27If{Y=j8JiD10MR7YGqy{EI_zzvw{lHind&TWXMW`FYPt;72)aX*U|o;=WJ>ok29@UFWkSPEHh!BvAoIPHC5L)*8rC%L|ST>D3-bEW=!jKt)B? zjQEZ>5rmS|nB$@a;WN;p1gt3ej%`cNznT>}3OR&V70&KXuZUp1JFAeQRC&8g+0)FOk9Z9Y)fnlWEM>+yP~~`@y*%*OD%Z zK}xfPAg*pim@je1u6M+AZOMgGTZctxtW)1+3K%v*zV6G3r8enTs1{jl~f894?&CQDrL2<;w27MfTKu()rz zv@uTX$YN3kp;g>elGZeW%vz4+R2~u=jvY8PD7v>CS?6OK99ZA99v#*rF?@~sflmtF zm8rPN=rq5nI&(WTQz@L~^)zj8Su@!`Z85E?zROEZFZ-bD(tT!mHmt6F>ZfL}BRP7% z17F`PBO^K4sr?&2P7Bp8tznS{{jnY3wn&3>cY@9!v%&V0uE6--TLW#IZ~E~zGva7e z$it=Ucx5J^oB0LFFR`z{A)YQTkq?|F@6`Hp`FSDH#cWXDq}F4-2A|Tw!{PD%6Jfyf zqP0hOziTv}SJa-a@{N;fzux;ex&AKcl0J9;8xs3@XP0`{c_Z%%6?YRTTW(T0LJH4N zZ0p(&%tQsIM5-n_{njUeKFfyQH}+apD$4L3dNg&Moo}3sVhrB|*|^I46ac)>K040g zq2a4~|K4!LY4B$W(t5vdl~w0wn&3N;=t+<3Au! zo0HOaFVLNDA;78%{xZ*g#?e1kMJe9sd*FrIPq_eh#2*izJOe-fuu6jadS~4lalCxEAK}8BIe8R*_>h@|A%wXfv$hBvssF>|3RI#w~z7joFncujTwiln+;+_zxk#& z7t}!TLcYa9pUHf^43mf#E6Dk6E;}V+kS_>i9Td{hXrH7Sc!A)c+vpQ6sPm!09cut| zwuk=BiH#=8DMmCfg~O~)46jd_K2yx{#NM_)fS_yt$7hbPFU}~X1x^EvzQl8Z8-e;! zl;(;-ZV8hp%Rhb`kh<>}haVb;E%*C-eAa*7iMU({rC#tqNp$T8w+5IsFBj?4;a5+r$4*#!b7$rVdUqEtY#6n57af7; zpWy72^it@fF5*DX88sO1_bbux%po{xJ}TBJLdDsB$=I(jFm!<2*;+B=DZw+(DRwU? z7MA0C=7)f{nSnVXF^ykh^aG;FKgCi4(a$rZx5c~}8X~aw)o@&*vu|L3g2HHA;xMS} z$`iunCQ&mx06kNBwg=vu`BCwH^VmS|@LXGXPIB}MpVVfx7qB#v>RC(GsH*?<+WPxx}5?8KQKW(+ca|jj)DRL<;a~^aX8HyFaL_Qkyp8JwCdzgiRRACWSq#Tm8 z>+I@IjdR#szWps`M!js4x_sdwx&EO@1uBopI{-5?`_o-H@ni;uMn#cn`hHV^24-37 ze&wKEJQjD=z)+dx5;kH>F5zJr0e4<6b$KCm%H2|-EL3SxlXt93^_6_l{L4_rGig=m zQUZfhrRE{x`CSQ&nfV_IMU zOouaI%?kY7^5`Bj`6o-D@oROFkZleOS&l$#0JvDmCN{{#fG$)D4S<&k;kSANr(1)V zMyiBc<0wH*2w}-Fb#aP(lh}E)2cV^jyG2a537p!*4V8N}fo3MzD6(H{@K~)_Srxn+ zh?okJ(?zP~MjBae9j0liZfWAcM4}=r|7F@(5>)>=HJjZzw5+6c?1iv>g1h~fTMLIx z%_%4Fhgl(Aq3gYbeGzx70CJ7ZGF}{V`xbIbJs|)wx^=tdCo5(pv0GajeyciRA?ZMy zZoHQ}%@3`|ggcsc01D8dybR9zLo&im9Z5M~?Dy3@3zhG?Zz3b`vH6h0F9bF?Jr4^1b!)*gPO73TAN!!{es6v5N{^Pte0 zuoQ`VQ0J+2(!DZ$c}S6`L(!}eXSvj9SZ)Oc$9H2i>Cs{9c<7gT#XL`UuldN)G43hK zxC`yLQi?qZxaAJqd*6zi&x5oM#LtZ;kMMcqDGV*aVu69E(M@_r zKdq|SXwLt++xfZ5+#HLIZotwUZ+saclXxln83he>DxbQdV6`tz3onLvfqE3D<{zah!N{S{er-e0h#|+<6ow{kVmx ztTcwF)dO|0hj(!#by-ia?XGQk)_j4eWpVqYz$+x1Y-Gu3bUJ5r#lmCEvaMr)yCqg@ z}I89-JPIDBRX7;Vrw!Y7nq{T+7$2`s2R!!@Mz!=Vz$9CE3G&l@Rw0za< zWMzSNO;ToU$D?U(by`toCy#fFgJ4ZNY*6~(f%^h-L#%Z1xw=*&AM`3Ga23=bgvZF01lif%G^U5!*Tl zsM%$^;Py^ol6@tnz4&(Q=80eV=f6@s7j+`qKOe5=oaPm!&3;B3A1YgqBH6`3Te)3< zt2$lGk7&6i-mItJL8sgLM&EjsIvV7&=i)g_LUJgae%R1H2ql>_dAnxvea|j>KP2KH zto*=a^+5N}!Li#(Ma0fv`6gg&bM*AMK7NESfQ&*DXDf*Ll ze7zY*Tl#B9&8=roe~x80_W?f-w|Od5m;3h0ok!MA3)UvjO^+go4pKQUNOUqM8Bw1+ zFF*`uJTgoDf7WW+HtQ?`YZ?1c#(l` zUyDD;7voxCeDZi?;=Al`dHRD-+`HltOD1PW?|-7=p54gtU#o{-iCZ0?gpa{U&+=59 z%0})7oL{@IpJ7K{_oQD_LAKCk(BL;wZdLj3*d@;&Qqm40c0AJ_^1%0Q zKkpTx?y_{y<796&)MwWx9wKG0Y5Mm>86H#3kH!b z=k^D~1&-G9#uMs%#-8{1pMG?ViFCmdm5EGltLKL-!a~%vEO8kLPAGvawQ?jJw)YDQ zliQ+E?}Q^@7sGRXV+jxZRg>P`+}4!9CCMjSd5 z@cq{>7rpS@rRDU0nEf#+gX(FHTcCRhtv z$W{txK&3*N#1r~_EMM;rGDRG~%CJX9t{hQ{<)yn$Wh$bs`hJcu)eM74&0{k>%7ZoU zUqO?sFOEshk31_Q`sudhrHT(tr{%Z&8_2p|1DpzJ#{}kkH&{iPpIeozho9??=s9*+ z9V+Is{qqZ(_@1WNnd}rxnckVz)lSz>bvewJElDZKE34gg@+-mEpAeHcJypxUr`egM ziHVY;FS|{zn#&U@E+AKzC%9k0Cx~|}@|%V9eWMPM9omGdSK6CKbu!h0~%X zNc`3LG#Bo^Pp0Pa&+TD#G@YAuVIz?luy|AgEa`23=V{$LD?e3QMNYraM}<$CI$39r@Kw zYP10B%DlVb<&t|a(d*@~m*mgLiva)?#$Tr(V23GRkIp_HIX3X}7uuKT19vznH7L5q zs(W#B*JhZN-yDc9yfe>1`ZF!MK8(IDkKNd2*R5tH%3V2^sAQS4iOT#3E` z4J3ZA+NY49pKL%EpFg-$JCe}yi#*HqUQ(tLIkDqI{sW1Uls-LL$e{kNhm5!wH^CI# zXf8#FYC-__OS*8%>?^$&mzKH|jH|daN0M( zgq88=Kg`0yCiA*6|J(!Fm|vpW9Kgy%U@PRuYnBNR!S?QnH5PtrDj)WS)fsr2_G=4=~_H#pH*Yd;#)e zu29#REE44+Ndr?wi;!R`kV72(K#}5bvQmkma>?yTkx+{@qvMoqNlR(5irOz__%Me| z2Iar>UZ+dB+|Iy2`Cw?oIX^xxu+@xta#6)P`#L}ZmR9>#eWAossUm2{m;>KTwUhql zr3zJfU!OZfdD!r4P3n%h5$~hgL_ob&E=I;!HVSb5pHH^#y3$lB96DHyRom zYFuBzjUIWHD#IEZ@QKo0J0CQ@i)w69s5Hea6xt*niM8};fe#gq|Ih6V7k4oz= z9BUs`cU`0Rs-2x4XO?)SYw7TJomlyh_`UfEve82I>2zfVcv%n8Pql}P0z&U;=kL=O z2Q_zPkG&D%@Rv92b93QZL;=#bM;v zW=K_^+@HvpqSuZ2`xeDH+r(E59}>U6zBmo+2amJ-*Nypkw%`B5#=KSCW#)g4-`_#d z_q%&oSVX`JfR-KL0HN+B|8nLb#2xkjfx5%L+VcMgxx@cYupI#ofcaOChk}ECHRS(0 zY5#Zd9v&jeL&N?x}3B(Z6hY$h15F`#)6qS3@2K?!Ra6A%^^a z3Ep#}z#zV=@(?Q?V2=uoj0%nNSCWS`?;#uW{~vL8+16(Ja0@;-1PC62yE`o|r7eXP zD-?=Dad&qp?(XjH?o!;{U5dL)TPF0r|ND7n&oMLmm>08OULPRWnPi>oxA6V}??FH~ z5bDd!JSG5)3827)17ZFP-Xr~!vA+z=!w|i&_t3B%8o5Jbb`UH!BI*lu4@AI*w&DR0 z9BAGS&Db&jX6%S)Q0@L@W*!snC22>%z=ICV19)Eob{GOM92ks*1_q*lQIYQD|7v$XK!P*#L%Yh^%b1NYJpI z10c!)2<8CeyqNcxQ1Bk}H3Anm7@r3q{lebEitqxop)orzA|EdXEiX1XAIfV!G!_9c zi4eS~5D|eeKu#DC{sy4+2H^Atl~)9V?JYLbdoZ0Stehx<#0P-d2UOt?m87bGO&E86 zTZ&9GVddB_aDxQ-e!Y|jd0ZL?{dSLH;W*YN@ozA?-Y-l zUxIzh5a`o`aXboBU%&1{>SUK_?%If%!E)YKjr!Q68brVi(FmZ6Hxv_Ir6Jh1mGXwH z#@ZZA!hsZ7_wwVZnt8KQb%3vRU6Cn+v>eUn7DO|Q{BI1n_}(RH!~&}Vjba|O_6^gd zMN|z4bPi#6t)4zE?c}>62FFEOJ&GH-lt%HTv;0ZoPfJ>3;6Lzl*?o34Bz+|a)G7UF z*KJHHHTFoCso^p-lLCjVTwL6PUi>Ym!T+2otI2I zv0QGk3T)*2OgPGV=O$Pkr*OaC#mx7z$)yNf7;k*iIszWHu7LY? zTtUPo`OBnk)xVU3juVI3M)m`2L4To%!DEGaNT2Cu6w&g-DO}i()}uB@#*>}V(qG;c zv((CIw!KWj%U2UD50DQ?Vz-|-rw0(bUT599GgK}3nf*3j<92-hZO`8!t8Tp^kdReZ z6KjylQEAj)kF@^aDtUI-x2myzuSaa zk1jH@72BdV{JEm}qkg*K@YUHXQ{m>7&Lbl0S)B?u(Y0YZVL?tWpHP>h^7j@;u+ePB zjsfnjQuh6?hnL${HXqZOI3;afVO-UTlKCI{UWMh(oxlI~=3%Vn^KY>hfX>3(MJ9r@ z+bbm{hr>heXEnDJIQDxGSIe0h!Ql znDi{$iv3p@&=xs0c`N;-+Ec>upc26!I7M>LjIo_Gfd(H-KmD}ClJEVz6V{t*keomJ+IiS}FB z!d7{Lq7N>g0+fAR!6a2$i?;zZUIuqrC-!t7NpHxKOG)0f9ao1~bP2#|{ zA7|5jn25zi!h~-=$Y8Ni0{cD8*ZE7f5KL6giRG{Kk zUZ27~KhHo!@|+IrKf%#HDTwO(2O@a(wtj|C7%6It20nC#9V9UK9b8Hh7ZUbvu~R7BNmM!Z}eXWSuu zW%E}@QaG66P#EPF6D1ZI`*KPzx~+{v7Ht(yyjy09z*=KlJ@y4$(ba@H_gdb)6Ow$TRijCTb z927CBW=lB2THtpOzvg?g94iy?YuIIX=a1enYg803v9H)W3viXl7AcLs59$xf8=yUT zS1d4xm7qT*X<;OPs4)=?mR%jS)K2nJwoR_Du%j_k{8qejTee@j@|DW+v44^$|3`!A zzPBEoV8b=zQQ-rc#UJh->0MH#cAEh<{hO4f=Xk|VH=zKf_g-27W3S7%!!C?ztq}*r z?yb2!n0@V9bLIi_>NOfUFmLWOf2}n%-AHprm+hhB2=Fy8hnbsno66(jTo+x&9)>y} zYma~ilzYCEu<{VEv*JK(Y60Dj??Vw(o2i~h4IQc+eiHwrpTGXTkZ0@J%cMI#!|MRz zuEq}Q8;tqM8KWZeI<#w$zxId9Xt*#^3XSvu|L3Nu={CFI3^#d4??&FZ8J2Jkmv^Kv zE-8uE^ij*Eh2qIg^}l>-@>y0_8J}}{Yc)Bd37%G1zQy{g|KYS;N0^{2WRpbDwwnZ9(QPxb z38F|d#L0ow4zz1H@;77Qm(TlO6kWBVa1EM`1GR>I&DkW~^sQq$z zQr$>q6`ku^CQSce+~Ydxfz+}iCkG_k#`!|ga`N!{kiY`a}>`0WJZ^Z2^zPm9cc*z+$gPeT0mCd8X-81oF zF#5PjWWR%NbQfNe%WivrkcZqQcnKKU>H1;(Imf6j@bvC?vkY*jiuXfIBpZu2z#8zH za5ViAXr64S(;|)nt8DV5U`82$@5t_=Om51}>;DVMZ@1q^B2bQc^G(~GDIpI!1la)J z-}lvy6a7bczkX1yVZfS~#`N>96_2CqK9&i|fatF(@22;j5m=zv2K1+SuVu{dla6+@ zi5?b>*004(8fjcg7i@`;1K1j^GGV-54+Li32k`|u`@gnza`L{qBS%9F=@Pd}s|6yOcvi*y&A)$RK#Alj&ZkQ16t58QyDJ_I<_L!71{K@O9_ zyMBJhfg}$-L^A-`A$-)yzM!mu(C^{_3iOuJykRcigJ0)|`#C76(Z43(i5Mz0xZ@4y zOEgw=3hx-ef8!**4h{^v4$q{G5IqkK9*Ek7g#F@j!c%fDxx?%FNQscdPDW3-Mi1Pa zh+^dnwx6?jGyu~LBB?&}`o_n_P*sMBAVqARyO0J&v>LhF!bHM4$0QcIn-5ryK~P!v z{N5LZAlwE%F9cwSVbqAaNe6{qDx)cGxUe@xkS~TJFUEbuLPjfy6I2Nj2%?or487k+ z$tVnYa`G%#h_Bp^Ki^ZP4nqC|h|}eZt1d8qjS^Z>?}W?1sf`k_1&IlEijXCUW^3>g zH*~YAgf$BaJ6#C>ROAjJptMXx+zdo#BZ&24h?8#$jc`hG%!)l;P%|O-O+rqP^$OGq zN)c6YUUv$y=5_E#^5R$sCcKLeVFh`v!GakoP1^+GReh|GjQx8Pm=7{%&eB!$+* z?&JlIF~mg@Bz}KR3ZVohs<;x6W=UlCkMq499jmd7CbOy`!IydFWUV=F7)Ov6l|grR>>*i z$E@9vaXUTa|y~ojHP#np${%L^~L2o(Mj(r7}t%tJNlKofuOR-SN%9cR0L;2|v z)wR#b*>4{6m_lNfK4}*`R^w>rak*AtB~~6B=B*fKN}$%hB`QC`ERU!xD3>V1Nr~*@ zW5#4hpq#G(0&9&QVUbHRw%Kc;E&p%GMPh2W1C05ygnDMKCT~KDrBLggmcr(=%I8d~ z=t?T(-=<>s)eZ19$TOC22UpNE7gU?1{dz3(KEfP*Xe=c}qdLk!BC2<5X+)4Hlpr#( zTWSnfYt#{F`l41vOO(L7++a%>YI;Qnl^zlu-rPP28g97=On7T(W<9$%}Gd!PikpKTMkc$fg64{ zMcNW*PmyikErH)pX%!;}OqAe6xHk9_)yxT0Zw5wk7S^M;#C3(C&zRQawKNo}g(bBF#4a_FJ>d@>bv&bX9;S4`g?4dn0C=qnPWWn$*gNc#^5_gp z-(7SD?m;$PyAE1lP6YDcezkJKG;_LkQ?9hkt9BSa;f!R~Sg2*PNdyfR`-)Bcz+dUA zqv(81jI$ltc`i_wjcR@|(5QIK?P(O|&!6Kf*Y#2MZO>OlJZI!ZdPZ;?;!5xpcrL}Lg`Z<-9||hRL{6?DH#dHA0zJP?rPl= zM4cmVLopl8Ypp<43%fY>A2S={emg!bIApK_nqh24=go8_o^Y8Q@=r~pD;@i#p7+OX zh_MTe_IqYuPz%<{$j+}WM00HJ)&b}g#iU8o!mlxNrU4nRLD-Was^_$-NYhEG*0F&R z9Ac7jPL{DN_38G|u?wcA*_Mf2{-nVDZmq*+8~z@))nTP9l-FTk?$jyAkQqMoVw2P# z?yaSaXj6`INR(k-+A94AspD#CeP36mSXbMK)Ou{>=1gFEb=5}d1S`dZQ@T<{qtPZW z)n^T)XL?ho5L_`Hi=#kkIMQJ-Lg)+hIE@Bx=k0}1m06m^!lw8S$2>-1iTMYtDJI9I zXnZyLl1JwXLU2S5D?XJ-=SnXc!!);+%w98P3rXR)xgp0h&t{=7`)DjVx(|PE3MHJF zbM0SlXI`iQrKX&9QLV2q^kMCq!uG!LGiR+Pumu zy#Z|OlO1h)gO0DTx=sYzc#Pae*Ibt`ox}*+h)^215}Khq*{mHMa~0YOX<3(hJ4YbA zqs1}&;dCW8Wk;BG^?amF$^s7v+88z8aVnWnD#ztdS$31%)cHLbQ-=2W4|p+bj^ATu zAAL}wd`V<&*<5pNRAfQieJ4?)G4*6tO%u$uwvLjyW&RwA9;^v+Dx0t&?NAinjm`SG ziq_@LG3GM1#~j{`+1}}Wx?qgF za>8TnKuT!es%y7Oc#Yxor{n6TfN*;A!?tQl2chIaeDAUG)=qBuUML8or+oVZ$$?#Z z3p&RHkIasx=7}>)z0TS^VtH08>5hgB*fo578iY~cad>v*DGE2vR2slyia!B5{?WdF zcDj*Te)O?q)XM#AjCIja4(Wk)Etz~KqT$qa?G!U({385BY;$do)uEmB$fs=o+n-ZE zq4EHki!}GW@p5zm3nVS6{iRhjOwS$2$?8>m7V~q;F5;V+m9cY8m~7(lvvZ67Z)$r~ zHA`jX$KN#0i_vTpL8})VQ5-e7=lBzg75ryKj!ce0Fw=e$HNg zNBjp(e*HxCV)p{`-gbQ-My7(|d0T^wAi49-%JNFk^A?WvqGV`Flkmp39fmgIUOVDS zIqM)S;?U@MuYuu`+Tva=?2N$kQD+`8;oI%01xD-heFW>WspaljFa*W&siET0@NB=c zV`hEzc8qKuTkuextvz^sr?&k;CF55lYLnzM>l0E2YMtfd>^D2b=kpS_dmqnEljj5c zjo*n6w@DrM1C}Ss-|kGx7EXRml%D=kM8~xE6>1Ti0F}zH!veJa+vGfDuT)K{@d)Dh znz;MeyB{^+%db^BAH0RCr;vs|yrk~Lu${`O80Au;D|I*^>CCr&AR1K#F;;VUR8XyM zu9sY)9EU?LA%{mp8-rDh5)SW6hTet> zUTR7j^Zm|N{Y=R~FM0m97QXp3Nd`N5^BpqFl<(`UKuH#na^jb!0z=r&+%!+p3cZ65Nvi(d~#8zKGN$(Y8!8$HXNXWj8g>-PY`7x~23(|JtWIVnrf~#zNg-_9R|0+!bZSMSCX)&&$?|YWCb<>wZN0+2cG@(S+T^La z(g3Aj6PGG3iQ0a*?fV)QS1zOfGwPZ*I`U|$73HyKj)ikp9e>ii=>*KbOWA9y{xkD; z@W=ic4W4pF3T!>I^6e#NPFOeK|u8r-mI3i=7N7B6`Z4?^_hOtmf_cEKHXHF z@`2U-BHS@e8<(}`bHgTux!W<{h(D*)?$ci2?LtrbmV>kw#d{O+W$@vTlDI6F71xlf z;-;zqY9d4L0$JtfSAH`5HR3i+elk37x$`kr>uHnU0vtvB2Phu1T#9p^POrF{F)hzx&^Jj+n^Vu7aN)A)i!<-;= zWN~A=k)$>M{FZ-o%oC3qnz{$lO}mNvMZL%G5V`-6e>3ikMXjAK<3tQcifJ$Xlzt?v z%>Ij_LYh5yyrfk=l}ReppGS`p*b)C8{!}_xRB){y=m$gg1&e27SnJWOv4>W3!fRB5 z5J{s@Q2w>7(pU8y@I(I(j%3zQK?w@nVJDHTrYK!B>jc8Z!v5<_DJprNOnf3bQjWEv z*BZcZ^z%ZVe3(mlFPv;@GCfjs(4|{A941{1Zy#sAg+V;^&z(aAaS+}Y9S6OvDFAr~ zIC(M}?OKZ=4?0v(9~oD8+)b`gB=T{IGfZVix6|xFEc9Ru26;uB`8~=jq1*F_y4;<_ zU%aCl&m=LLyeIH}?WaH%R+wH52d{e z^naa&k7xV|4j(xte}=oZ6z0eXg)6QPm!G*UU&>s9EP73$U}~@^QLtG)v%a9f+{{=u zta&PV?z&LY978@$6*pe^YjHyMoI)94tdHi`63;2z%=*XK41-QAZG;lJ16jpd8KyGR z50c_}N#Odv8{@aJM_-=yXPbBNO6qVEH7y?%tKZF3$dH&QAhpPMD^8_BgqT(PRcHFd zxSuPdXN`3jTvbN$ud9O7%nX=@5OJ;Q%II&*jHRKeyGcz>nsga83#xA~Y<=Bl_Y*U7 zSG7pctbF6wLNn)K#l-5{2CCT;D_vE!?eN&DAAZcXF)b56`)-?R+cG{Eq>L{~B-G5; zF=;kEX`K5jK_}-eokv~QYVN^pt9U0aCq!YS~ zmUUn8iKaMM1O6KV$3pL`eCseAG+m8a-P;U$+Jb}RYB8`gksHyWkDUL4wZi< z=gnptz;|OP!B^?#e!6c87KXor88h2N_VLf0CYav6{zCNI=%YBaGtXU+#o%r%1;y`E zNLi9^%r=E>o7=Nx>%X!1|Cfj#^*<5+|0fwA=Kq<+$9Q4! z|0e$bY1l(qe0W6I|6=i9Ond5S^R%`_V94X2(ZX6aX%^w0OP+_?x8sT3yY8N z@6bK;5!$ea%J=}9|KRxWP#hl>2!jTTf`$l(2K>w7Lrr`HgclYcTCYcg0RbQ&z$XyE z0|WyC!J)pC?18W^GCp+i9uW}(3E@9PKIC5_AG&W3t=B_wd}!|fKYV;xENo=tmwkIU z%oiLVh=2*iVVR- zfMCND09XiM$Oz!T1PHhU$eh>i>$y(a>KUi$PPATb^S3Bcin!iOUz zL4c4T1ad-n3M2vw zAT9+lJS7$oD&tcF*r*XGs6klNcqr5mBpM)u1`Y3J=pKYahYXeR-_QfT{EOqmGSdTz z7yz$cWPIr8J?4vy&j>+<;`q$yL~L-c*f0s$0q@w6nAt&O|Bc0mhW=0)-wP_^a{%c% zAeb*KJ~lBo(kpIsIvyY!A2uaFK;bWl@6Hd1fSUOHh=TkO!Z$$PHz25quOb4lc?&D~ z4&d_+5cv*C^c^;{=*!Bz71YERC!zR+_U;ocL;|2I0kD$*1WO>uOGDT`!)nU`e7@ia zE5Yk4p(&^WzW*;r{QrAcd_nKO`}S9Yv`y8LLt2E&P!|76izoek2V>! z<{L3xcd2p*=_gpTz#6PCCf9lOXWlaorc*Jt$>1sY}eD1N1J=sSP-nQX4wl)ykrCI)5%#a#wacBs&FB^3UP2zp}3MzYzS7U=8mkKNCgBeTG3>@}k@{-zrFz0&> zxfrL_+XOQy$ZO)~G<3adA+f3D=BLXTP#vbP``I2@zNnKC`y~rs&s|}}->F?lL zNYr^rTW)&@cC+Z3=`$s2oxPMhhadg&$VxU{opRFlMtfQ>Y$-j-s8fkwb*rwBKbX8( zpFH*amEh}^qnc7N$fsJ3p5e>*M(P!gJ~o1oWnB2D(7pys#bVA^v=ss(gRVc+Pns60 z&CauB#7Efu1*dB-f?)CiOF5L=4>s8xz|_;}`FJ(EG4W|MwxK(OQL81MevJzsmEqc( zvEb%sllmo`^|E)fhS%(l%R0p-mF(l(7B#i-fzJ2aT#_EvYZNyn6|ttbjp`-nQ#|ZZ zqVLR`Q|pCKox0`a+aGs+;j+38D=K+3^(VshJH~!j13vm{2{7fx#ELO<4~Alf7uNdr zpQ691c!T3EJih!Ec?mGGAlI5ESSh)oSb z&nMwZ1&6-7h{`lE1m(tks%os1MsL8Hz zo_Y6c;OB-MXIip)<^nnhbl8IiG5dyT_j?FsBF+CqQfw~xd;eJ+Qxon%2asKG(Aen& zp3CVpzRQ1uM_FM%HN8c$Mfc%;Qwr5SW$i|DzZSY}WWv|&#RNUw(GV}gBT;h*dHXqD zAu@dG;>Z~3#H-$jsxZF3+6J>Uir1@f*vK8{zCm>Uz{_qCBdbSDYMnShG6pi$)cbjk zJ6NI3ap_2XNffHiOG_((g_54Cv1;>ihz|BuB3rE{UWQTc7yqd^SG{#4V-;>S*b83d zS|VznjXs`ob|0UZZ@A@!tq=A#;ao@CoS&RQ4hB_ea)PUrsSQE)iW8B=q6Nab2hW@) z!p13jN7D$_K}g>&tF1hG3i!5Fq+HVt{m*?#@iGV|6~0`jcN5cM8trzsnI9)>Qjxyx zvh61Ih;e@iS;A*Y9{*+$n>Dw+B|I+Ik&vt##|~Y1+H?+Zcy}H9Q@v2kbwTdx`;24L z$^_D#FUu8iZJw-

%&jsN7|3;`~N0B|M5(Nw#gQ26e7b8{xYIkEjfiOHr;U6Q512 zkHX@scu9(gjY}u&S*5rp95|VNNQu+Au6b`2pPJ`O{?roPxf z*fr;-prl5nz5Xsh%o6rGg)ofqYYxf~t(!whp)`vCTk+RfM2B=MFC%Hk#|7Qz_V|Ft zyfMmdaWU60ZiO^~GOLSbg&LWdN)CH-MUobEM+Tibeho9*f|B{ccdr_9lYAXKQhspd z|L~Qh`i9RJth9w~pR?`f#U7Qi(zV9j7I^G$qZSgJ3jN~R+F79^ZHyH3sMI`5Vj@5N zs7RN3>t-Eh>FvBPxk;LU$o7HS>w0+&0}WgS$UnD%5&Z0u?#QpZ0t=^z8CdSOkVApD z`ceC9yEYz%eKig{g>3WZd(FGV4tI9X7?p4SW4bukZS2Y%rJF%t9P_7ItMq@0_$fmm z1kZNt!M}Uo*1ObeGU_ua#i{F}wA^}%q*o{gNv$&SkbzV-q^f!BP!E-T-&2OQ-x^1_)lW}MQXtNbyTBk)do%}gOBQxU-zQMio1;T zYh2+;noO{}^KZFmY|mVG-ytnR6+X2JNj}AA zUiY*rVz6|Y^(<*J2gTZ2e{>3G%_M>Nq$Y=G_25jOLbP^(tNhKAsTKwya`5eK(V&~r zu0P)5y}FH>eXoXcoWhV6^%fITXv}9*owBXdDswI=|2+rS?sv5IUa#7AK9MQUDQl*W zeF2&uU(PbDpW3%`!5mw`r9z&^?u)|8jQgY(Wv%9HhD3Qg$ChSw>YvBH61j|OE)Sjb zzdyYdz!0)cN)TA!)3C4pL}BCG&;K!69nyM6Z0^mbzx6x4vaNx_j1!f65!+-l`5Mv6Hl%A_Fc=q zb%H~V@!M77=MfC9ZnaA^>6(Cw+5O@X{jyTxGc8ZP#Zgv=kbsB&Co!IqwmFk@&tLE1 zE-l_(geK&@a^G@&BlHuW)32S|&9}L>aF2Fur5ZW)D(H_4vnXPmr3^%Sm7UI8>qeIKy?<`oM|IJ+5LKaeVmf3aB{05m82(8UJzS z`fQ$j_x`?TzSa07JaM^2^~g7%1s8m#e_GS=yK~Ru55SY-PM_2exY6Jy>}d7f+ETK> z1JlU;2a;!xgDs1==buT3=ncJ$1gF#nw`U#5t=N|x+0VM-UbBWK@FI$?iiALAr@I2m z=6N@7Iq&EMZ*ZXUrQ`Q89(=+DJ#t>3lW1;qCl5>~#*;|j-|X(Q2|h+V=2!i$C%4{f zJX!=F-6iks^t>=myxed593crV{fY*zSm?YPdK{S=QT6`pA2B}cu#p6MRv3DGDuB~4 z@{tPkllbVx!Q&?Q(OiGvyJ>(*7Jfhuhx@*`HD;f$<3~{Vb726Tk^4n~A4?&=!ADn9 zWPK`8F^i9ev3*Wt@iu=70wZyQ!UMfm{neQpT`jYMO!PfBZ%iJ=?d|Vf!;FFpoZKt* zy_WI)z99QjfjCzl{2=Y~S>%S$N> z>mVwyz5@N1k6Yhuo&02FfoMSy`3VuhBHyw0!i^~-t9krT0waxlX_*T`hbzOSjY5CX zf_>;C%IPC0;&hM~S%#WdULP`h5kW|d!-UqcCTlkqLYpvzL8*`J0H!m5iPtJhYN|n)DL1Ow|NK9oJ!>J zSbX8{=^(L@_g+-I3AFz9PD!3^lmQaGQ36(uPIn21>>$^TC{2RsN5uep?ZA!3q)J~V zwkB_B0*o+%XzM23^Fmxx_5i-5*bfNFGC?694P#8c`@=VV?=zNG8I0=gjHx_`D=ZAr zJ79oyRyPSEozV+(;sG6E#=15pb_69a8KkH`UxZF3815#e)*6Km8ykcU_|<*#pM0>_ zKoUta3Y<5FPa{alDoV>jNj&AVJ=s^o4mEk1M**M^ZBZ`>>dh$(Q^n zlKi{TCMGBbozQ#rRaW(2#$jgqdXnAazEet{e|T+{86TqgV#eEpMCU}01>|(&w~fMYD)U29MUh*_DP5zhSW@ga_*gB z51Vqy9x|wc?YtmP?=Dc37;@%4J_ED+AkLp3t%|LqAP+vK!FdYRxhsRYLcshl z+J(jp;fc;@v;jqv^MzT1MV%_y3VZ|!nX$gAiGzm4DfxxJgNh#k2{ijfw8e@>hb4-^ zg~B^ADNDI|d{M>L`BlxC#1j0qE|fKx7*omU)hJ2%K>_Xa#pV2Iu)f*Q_r5N4Q0&mS zCNkHHu;3eG(UNNB4}NI(8-7%zY%#M$gCIxzJ_oZOkQSKP=@PrnSaMp7WiC;Qr&`t& z903O@%=;N~T%6)yoB`vidc}{}`xqnQT;ZFIRNsm_@S^K&L zho`0J(j*HexRjA64~fzB3x8zQVYNR;t>|){=2M*}Q!RT64!LWM1Yt#Sa#(~!0qMJ< zipCU7Qx9?3S}nB(2cmk(5-u`Rgkioigpl%sN5hyU_r%147W<+LMc*uuh9ubrB`bJ| z6ioGy2AIqSgOGYp)W%z2-iIn636k&|0WfqdLkqPD?`@N+Pt)0XEuv}lmnU2WwZ>uo z5)y&n9LZ)4(`Lf&%^crLij!-o`0Ky~%{FpK4IwSfM_B3t^=udU#R6p-hs_l&W!f7} zLx%?JMv%~y7E}@JVN@JwvA!V5HR}jJI1RNplA}pX4M6|BmW88obGa}lsazPQxZBmA zy0YSahRt?{w@BDa`RlS6B?4&1u9a&^f%HVUdV~(YliT8#ybhll*}fw{ zMzGIQI+KPwp9reGRWt7-b+C_XzFW5*p|%r+V#Awhx1FOKg+x#vHB1S#iEh^aGHqF2 z{=t#e6(`V{tlGWo-0i*Gq^;Fa71EYHJK2!%)GCIS``$X}Q8HaM z_)khJH$|_9Vm$|O8P!q4u8EHrZ=*?I`?r-IW9u$wBCtVdr_)GL$8u)_iZ#uzin~TpU^KHy<;qR;)-1(jQz-dceP4TXcY!=esvcD zBEPiSNUsL5hb70LtzeH!XM~tJJ}vl zvk}ry!5`K89IS^454(V&or-QHn2&?*>ey4AuoYNc0&e&}LWfa<2DYSnLY>Vu2AV=! zM{otZXay1SyQ&&PTb?DU{6Z^ly!uSg+T4hTU0TQsTE_x_6E+t;*JiDVLZg?>egZ86 z8^ge>!IaToqh)Rbld1i4%{68zxV5Q6SkldLskBI8Aivg}{*esI(n-n8QH<5eT($mg z=e}*JvGAes>gQ6PIntxxqU zzlM3s@Wxuf2`kenq5X-eH9u3!8g7x48Oo)+XG|!j{90$E4+n=*d*7$=)tb&S9#4HT z@1+r%)=V2CEg{kqnpYVev>)x;7aZ1?XbgEfVeuWA%ye=)be6U)@;mzM)AA_8P^k?J zT6`J`nNa`Ir>fx5nYThec(Bkvj6yOo=L0mxNz}VjM`oe^Jojo@I&|}`3Ey>eJ}s@D zJ!oG3sDk?u-`{;n#blhcwKGe-BfPXK`uALb#&UNk^7OCy!^b7@<{o?PC9A60g|eme zvgH<*S>k8(`8oF`+_J$X>9O9jv1*}N-%Hel)kYn&<K#NM^su;HgV)A*6w(y*55;?#ZQZucXZ*$t`Jv*6B63cgmU_%g4k|d#yRP zte!zTiAOtkQX_`x%f{tX3?v)uYr8UCd+wkyNcvVNXrDrLH$EJT$2{LJd?zV<_%Utc zqHU4*bmo@iP&(^J;`z3o^{j39mi_PP>ZS&bKkHG#hhNhC?^up#gbRCH*X_c8?xq2< z`S!EW=lV5Z^VAQ+c67J7IrL(8iae!s?E8&v(O5V~S_MpLYq#PAg^35=k!-$?I|3PYxnCR-P^P z%1%#x(=WpV7GU2TU2AR*t{sGgZ998h#f4vqv7QNe9vy}M97mnzULVJ{E_f#0ob9|6 ze8!{GynO4q71=&Vbas*3cExI$4QaoA_4(?&`OE_C?3(!&{)}R#awlbN2jBBj%;H+X zy_Na-_RHo99_f{*$2lcS_uA>nJ9p%25qPI>M@*JCBS#FGfC_fcTLzELQ7sIIZ=>|j zo0DS~_e8gf>r+Z^FE-d8iaoa9dES|}KSotu#gE>#oUGV*06E!ql2bdweiRy??$@J$Tf`us%#bR_)kAM(s$d*z26U?|5@2mUWf;=9kFx`gC8# zt!zj366qs$1a4s2sh1~4YWu>(o8OvUyCe~ixwCumgqysKKd}+3rxBN}7?=Qf5Vi8e z##`UNEWRv7;kVfyl^kWP={PD@VvC&x4hl*p3W`Swan7_h*C&}`UnPv6wFc|Sao%5S z#~=}W_NTG5IXPut{dJD1RcH3)a*>Z@b@?Z^Dr5;!sq>nvKm*3C<>foU(fVvouhwUC zl8_4)i;ZUyZx%6C(kVoA%ktFbEdmiJ-+yu&;yIjYF@CEr@=J6Xd;ebc#Da?p{#wue&Qh9#v@xlE?Vd%@Q=CO-~&m zx%T^M*I&K@@oNE>n|DF!yrEQ!>By;ivoy>qa_4y6XY5uQpNl!GY*_gn@)Hr@Su_TJ z2zxT9BkKO@=ey_nm_hDpTBgc(_tc`+y`AOVk-|l=nHF!38ezp-jz!`7xzAm$qk4;d zB|Z)q`4Yi@q@KUDYRBgamE$9nj%MkJx0^W|>IV+643dvhu?n$vmk#&hGkF_zPiL!t zX<@JzrDGzkf>tEbyjn)y@?Qy>kG5;|l+^y#F^w4|LS5yM;XCkp7WteD*1MhrV`0@w zJt_}NR$?M<$4ES{5nHnllHZUAOkv~RD1@8DMi0`yx4vwr)0g_%{1s{RLh(I*4MS^< zoyd)n*1FHAqC`?Q$Fw9tal~9Z7 z;7-`^v{MP2AisE7W0F@oGM3}Irf+xt6gsX)6!K*&N^s!Xv3dU%s!>rwN`IYdycWi- z$&1Hjtz%hXKCvahwe7h5iyOUh!5a^pr0qrG&!aRD8X2S-{z}YfIbPQzaKy^QU{Ck^ z@8Uj<7&5U3ZacSQKb<7o=APkfHBjtMy0t^Iaf%_;#e{qz=`-!mTzs9MTQo~U@ol9( zadr!Z8QesNGEY8eazT6OPv(s!PqI_d0X5~lkmg^SK&B|9Ela+#`DzKaQ1+1Xa5<+$$j z46|MvCZ@zX$UTS1GO7*aiz65$apHYu-o^G?3`_$5MMTop#Oj%HD-%{-5P5t zNZX12#3nqcT`NBEOWawhW3_*&j$fz#ZCb0j-6Y%4$K$3tPgnaz{m|75<6w{P%imz` z<^}ZzQ9LenwNQ7s-oQzmc|4fNT2mI%J&#s=hg;G5%{uVxOJQB+P5FyFhjgLpgI}=E zHRI+@AbHmz48UM^S=I1bJdz+@HsIEF6WNiz5wG|>ATed_5HX>fjP}Auh&l^9?Ov1& zh!QNnlgP~dPH0q4E@WR`1LqrEFN?ois4lfG!KjlM2Zx-Hk=}OEOkgj4H6YYHSGUcC zzMsdTEZkKu9IphEn%X1EyL_684Bc2<@cT(*2>cWUa_xbPw96Fh&`iOj?@!r;B01>3eGv-|>5?pu^jA+km!zed>23EZ4>MX$1(hl2mKkd(V=euB zl*K1{iTK^R&OD&SdQH}#8dDwI0_9#Ng9~@HUpkO}<-V7Q-`q`?cu%=s;2#$MrC9%- z)+P#CtcUK~cf&x3;Qy!Md+C1_-$DOL#i4C>04(7DhMNaq{yP@`|5|_lZ`S-v_Z@)w zZwCHC%mZGOd1&kXpK17ilzC|D9TxH54E)8KM@Io*qW~ySU?~5~nn!>|L4bqK#G@d? z{FgEhuzCr=;h@kw!pk~500RwxhX&wAgZ;;vheJbxg>v&R#QfiN_`fkY-b(=f4>bR> z5f2Z7`tnd{9s%XWnukL3=+HJi1#}wzrSgu1h=q*!l79c=%LDMSp#eB7G`9v}BLK0X zxIBR3MVbGHm`6s&MSY3BaY697(8L?y2wjH<1GvHP*e|VjWK=K;5bDe011RxfA@~Sb z_=uQLUmhO~5g!*00;S}k>Gw*dAW);>P-9@e5c4l3co7;v01YBJ4H$)n5`h+$krqfmONc~=KueE8 zMvsOM_2ucYF&M$Rx{804=Au(?oJxv)vONI+b4KyH8(H!dL$AdDA*j}M^D2XKKZ^UyF{5bnJY zKu!pSM+ln^+I<(sqY@?{egk3?0ceQ;oIk+IeL$2D189f=EW`jF(8{|Qx_}rCn>fk` zNm42)fRPlySBjnh%FRQq`OgGwvH({_+;_?V59p0CHPrw0;`{%eRD7iIZz?XCF4a{1 zb6DlO_L^JF646*@0PNDo(l0M#@o=-Z?23gj_|hfms}uG|^FWp9HR)u{EYxaio~N6X zhKnWmAh?Lwg4Y)Qy-64fIM$QaZDX|j1=u7~IES$Aw$I|ormYW09_Ys7WpqIn%kMWZ z2%Jt=0+{=g-+c4PaXa_vR_|dk&qF3?e{}JQ37Nfn(*ooR*w*c+jurS zasXBfPe_zK%Rw2Nk2YC{HTyH;H|%V~OahySz2tPLMW@q;&Xg-sWaNV^m%He zCR>?K#LZcBzTjfo%p9PJ%y+l?Ao`py?zBa~%AjZLpQW{Z#d*eWmQ0G0w6Y0I2w{_5 z7>n}$Bo|`VM=vs!l!<*b&ZSd~F3EDnJz%h%$TyL$Y9%E)Zdd~@(ll)O6C8&IbDHAj zuZAVAmSbl(9>tz(?r(8)?-H?Abvu->G`*AQMr?l^<2$WBGdBa zmsKu@&cLvtYaR{(x6{AxKFl2dY@I29`XW%3?y6 zT5Q(Vf{4MZ5&oMjezwZF30L>~N1_&)GctbH^!uwTDpy-1z-zTz9V)tu$s$pqV*Cf( zea0hopdn%^q+zAu&0SNtcg+!Gdw0GA-2_t`j(THRQ&$*CBE*)GN)48ez6;b>;Z0Pk ziB{$xzLy4a#zlKKnOx9~3}p8OTgPHNGZX~mu}oO>ywcvtrF~yzTp4s9)Bi>mse6~; z)ElCp`Nv|QgAp;(y)Q+(IbW;~MpM^y^NBRhiiZKnlBuby@P5T=pp!_a+|_4T2d@gk zF?+M+M`DvEe>TH>B2h$cuz#Yy1 z!Q5Lv)xqX*bQgCgI0SbK5F7#t?gZBag1fuBySux)ySux)OK{8WCGYNbx1G+kzxA(p zW}fpspR-xTYW-YGfoXc&rd2SUT#HD~fx!io{O0gA_1cPp*7v7`;m%C-AG%!5`6g7_ zAWZ_M8i;3`0=c*Qw&>7=?d9jcCFidPD3KlYBBo>>=7jKO7L1Nx79nGyi zndVB!TgLRAjJK92)e^{A1$&2zZk$r`j{||9l^>HIuyBaZjF!>u= z_BMWHtw8r(CKZiFC>+=bdb)zP7}!Z5@M$iT=8nXm8lXO!GGE?CQLaV7v*y-v*GMmH z#OZw`C#fu^7D}ND5nrVGyzLOE7=f4)(|(}b!riMy6z;T9Ct9ELw)J8thJCJ zZz`EYa!b7@5GFeIB zkcFY8CjG*!o4et3n57j=q%_ENbq1}mzO4b4(Ku3L$ju4635iJ5$?)uF;lg9c#rlPx zr7^)m0T#p>g3T`!u`sc#gXC z_3ET=tl|>jy7fxG*M0V!Iucs0fElmuHNop5y3CbL1G3VWm=F9_01RACOBW~);jD+D61#_YLLoC z8kZwQxXETntqh`vDijTT>?G!|XS0DrSH5zwNrU#+<{&iV`LVo2o_<{|eX1hCbATlY zfA(`-U-ejKbOmLt@>4d#(VvlJGMYcNxOsA5dUW{R>;={>V2Cc7_MSQ&{! zVKjJ*Trrct_N3fyuO=&B=Le4;)54@}9fnsM)=McuE!xh+qCu1*5ptOURX0rs@QWs( z6b*0mwmK;ro4UoV9!gqqSb*$KJ*{CEiaXqkF~1OVrm4@no*xf*Z4AdEmM=3zg_j_h z?yJq2Bi$h9ju2#>YXqfDq$_de(SF#E+m|X`EX|eb?BfJ(j@v7gny<-YJr!6p{L0Qv zI~LtMEA*D!T4!tAz;L|t;$E&xylJB~KoMNhF~9Ff)H-$)u806@!{v&O-T8WpIHA@1 zNM?$!q$XRRl?^%|#(&)WIr%DwG-k&bxfq>ez@D7Hak4OTdwbse&_Fo)>r5T$rmFLG znJ~g`nf2E`{RYqWw+P&s-L@6$y1O+unfN8LY^dj5k@MI}yZDc<14I0G<=7aPjf3q4 zv+?KiXrq=Rk{jYFqL08DS!5@F1e{xspy%zt$<5zNH9h|A+_fcRPN0 z8$yA;06dytVUw>d8dNM27Xr*013eo!T>Gz3P>)c=3T?Iz?P5jU%Rk7f*1H=OxLhY< zHy#409N-Iodg^kZs07%dQLAMbdRxU4v2xf~q5Ccdxf8Gd53 z*y%XC7X_y-1=qubdOBI~>6x`H`U@mLTnpPy z%D-mFi~cZ-S2gHtn<≧=BgGb_nt8Dsn{CV@xcvSIpKy^+$@Gqdb*^b5Ou}Qt&!# zP-2tT!M-^bE;bu=_(`|=o?S?UYWRYa+YoaMN-&BCc2I*#=;obPDYfr2Y+%fh1B#kY zDy-`Wb`UtQ*wsxZ(oR|2o+=E1M&S>$1?6%enwkSamzOzC#BBjzmyuUicNC3y>?O5d zMpEpzhp?cbSSII?qwR>(s9*-K*lSLIZs$;(|%}k~&BqRbt$k zSd?~mtj&NQ9E~YdQIsG};>BZ#=u_YzmAg@Q5XDtuRY3yWlfy?RLej%1cP|u5@pzHo zSl1xGWHcDVWq)%`$MC|xMs8IgmiTY0| z-wZ=h8xyS)j2hs`h-y+()#8(k{YH*D-a05fAL;9U@Q-~o5n1lV6Qv|RR$kgJL zlj2=~%OCQyAT>FXi*Uushmq4%;@g}(ov_ljMD26o!s?S#SZF*>k5kLl{Js;Xnsz6y z9fT(MW*C2qxik)F=L+3lNH+Nt(hi%HPo-zaD$wklzTuplO5>d%9-5wzWT+O&`P=^k zylP8x`qor-Rddd3aa?!}JhWUID!2K3Fge66;tN;es9HkvVb+a!ZtGH9l$!mXSa>~n z++a7%c~A~sN*W=2Ru8WKfnqKtH^Sgix{P}4HBC;~aDrkAAN5HTy?Pu0ZAOTiGc#@e z6ppFHPXz^u@O$T6<>w6ap=^7T#FgL#X)yE8+z~?X@ejkaw%kRh&1sv>sRIwWKe+V} zfWkzuC22G+g~Q94uqu&E;%VW}sDA1`r(M~)CmH-J^mwSbpJwu#sk1^$GJ3M$YO_*z z1d3Ewa{7yktcddxQ;M;^Lz;G#NVMd3m=q=8mdJY}32LNUFJcNMr>+{u;$Ihr=rd;((WPmVYey@T3|P6Bn(m?z>vz6$C(Tdq#ZQDo=td z{yglEW8%n4n=WjUH``nxfd|leF71}6^yJ8h4=gjq3m-lyJmvm+^;`m(noq1!E}>JB zom_QqRLwtJiIhruQIhBTT$YxS%qUTc8B+YVQXN@SjB=Wu;N+nHoGo{P0Xte401T@5 z{E|T1T0>u&tczDl%~^rXRW>^i@6DYf)>`}USh0>*vGb6-B#|RpQYV#y)c#zCZW@5u z%4qCTZDtFrQ5<@70!Ecu6K)M@l-gjD3J{FWJqMIkb4Rm|Vjh^(@)P?Or(`%eK?+PY z+Fdnz;Wv4-HgI;=eRR#43dtAYY=q%yI4r6p7%g}i@pYqXN^ouVk!6qGREfM^A3f^NBuEMpsR1%_wuC?5>ImML)J0#aq10`6pVACZmEVLjp zwboz0ImxvZQK!x81;7^FI@Hz5*-`?|Qw~8BFGObvXBxFa+w7U$R=L_Z1f)Z&$M2w< zM%KS7IpS##z)SBb4Ru~^FMDbC)PMk-qLuTsGIiIq(p3h(6a~9f;+eWPN?>2VwC}Z| z#k+P1?NK6caB8<)Ll2+eOpR z1q3=JHG8Kt1|8Nqvr-D}LMx9=8lqoFGKo8F&Md9Rx+UEP4G0>8fa?7PqXUleeXN>I zmSJ6nKbv;0`siEI`OTQI5W!W(s+4C2HZ+EKJ`Lkd_c5jpk+1e*q_t=Ac3Ex1`?z5d zkCv2#)&HR@D~+zrJM2JjY1}X!f<5YM4H;54DGF^HplkDsD8-Iy!y0LK~YJYgSI}2tq8ozs+$AYuxC?-gwQb1C+MnR}QXq;+7P;(u#v2j!gF# zef~XWEI+!ViE>reDo@{7)`r=3HdNWz9rrT%f?7!~72k4Z84lO?1V3s@GFlnhxp~(2 zay9uXIaSt-5hhR~v^5kpiiLCDQtJ6K z~x^ zI65Q`hPN3Sm!@T$Y5Hmen<|Lg{BilxsyL_F>ayA6u33Wcr8C@_^0fX6x2YW7B|pAJ zPOafx`U#4#aQ?HULWCuW^cfMidDf~D#&hJLwt1P;`SfeZs`Y`I^1ei^0crCwS$F99 zG#)MPg-(VKc)UY(;mg-!%gtu(}(Kk7+(eo<*8cU*F_1UnhNA{D8RaoxZttzL~7GHdVSkG?i6a4Mi+7+ReAK zt+|84zbn~Q zc`b6htp9l^uY5CLeO)GEbth{TEIjuv9sRH!0&=79@pYW^&u-(}`tsI+hSs7BLmN>? zBVWZn{rZIT#eOlv0Y3kMcpXjy}_*_4LO?c zY-$Zx^0(j$9G$x3I7FQwm~UrA9H(mS=3Sh2BcE~LAIs>>OOzin;Gf`Xql{YYVIZBu z@g2`@?7L1J4NvrWb_}m&VAb%gmSoIs|5*nWy4pKN4=uKiBMvpXyS64yfNr}G7iT{F zmrjF|h3S{_GCR6Nmj{}2u7am0{8tMX7kJvkZPNP|-=pOaU;f$b9}LDD0qH!5|eF1HLr+s=Uj*Jxa zUNR+2Y>ea!aG~_PbGAuhkRMLugLA-!e4v*m2h<^2THx;1d~jeO&&`Q`ab;cHyyRZaMln@ylfDc3DmCJ*bSB z4h3R8SR{I9c_9ijL=ej9UCXouCn{Asojrca3-sw^puL2Alf!*VeQW=YTvIl!8HeSq z4)-N0c#STC%krj^YdEr=U_oeuwWaFxBvy(=8{yt-{cr*EiF()DiWy(I&uB}2Oq7*{ipt4fPgJEnvS5L$-B zP@(PI$fZvl;r|vZMm^YJ!pP+ozsSn`Xv{ zznS4FaS$m<qT#h1A2ddNbOiR$eXC_^Uml%-wbDP9ouOs}dP*_n1n@+I{z8 z$J?Ijtd8T(We`3NzARTer_+F%u@#sa5^4BY|QLH_;i*axE5hr~or zWk;LBe8aQ(O|a6t-GDQjM|&o(n^Yye0L3pJ(>W$OF&obgA1eR6NxJrt5rf5YbX-3n zSflN2J-0yvyPgoMe1w(>5-&LFS^NCGlT3(LxPwS=+ozPg74V@LintK@QOx&aw=Y$# z_+VSg0<|>0fjibBqB2@iBiCf2ai~_4{Mk}bGgZS37U3czLJdZmUF12VfdjE6 zi#kfp^yzD1kPOD|T;JiRZsPz$_`TVu37lS;a(W{`mUdQ%5_bjWNkjyAE;xh`J9|qx zzUZ17&LF5_&mw5lS@V^gV{Yg(qqKjZT^`=3fjH}qymU4s1<9y^SQm*|VCES)uH@4Q zvIV%L-fASh%8|J0_n!=3N_83Cal5MX6pcw-2qZxn~TA{WGdkj~?5B*ZY1Y4`ni4*q9kflQil zfAE-Gvh+M&ahLDGw6jQ>%<*64pT8#!+**WldQ0lNC{#~j7V?CTA3ej)Sb|3ueuJ74 z5=@cJ>0rwh*FTAum{%-v*ejIxFOfHwP%0~7EmfM|S8h)!uMDuaX87QzBuT3rs(dSZ zBUJi*b9ubsw_UMH_^I6CiG0gKd~Q3-=||xc(e?|>iYdf0O{#9+9?JVF=k+9A!WY#c zkoX?su5T7bJ}NU(fms>f{?FVzWo*p{;gcWVG(_rc?(2}G&3RQobMw0F4G`mJX0a

gMX+19`Dkp0S2g4LAKFg!nas5FHtq*hI+)WgwM#WNS)nmHcgq;u9(XiO2evvP zD6hUCtWEwQ;{w2PLWz;EiY-zfQG|k*&re|@y{U;U=S7NA8 zs6NlL|2tFVe`E1L&i@wQdnp~N^<52qQE4oX{#$(KiTQ7!{~2HhumY?27tn|Pe?jv> zy?D@)J>Y%J9t`|{_U!-Dj|YQ*1P6lzb>$(z-ox?$P!S#i3jAM__Wu^#VWGhxpur(Q zGx&ew@nkSyQ2%E<9smyuM*bhN4+lVgpRosrd0(=JfPw=7{r}K>CGpJqI0 z$sVM$!+{|JQ2zpbPDFs!U$q?)5fSWt%pL^vq29Cc?@RXJNbfWsq_cyD?Lpai0O>o* z2N~`EpnQ19_YHdh78=Cg4f}t9J|e_B$A?7v2jZi{L7}67zc=Fnq!{4X?_T@AfIi&6 zoAIdc&3HIC5YYdC0{M5(-VqBD4Ga3en(-i`9YBTyO2tEB;J~2az`^6dA%SY~IG|2E z1P(4L6dn{d9wPiZ&Bum(uf@Zlzt`g7k??UL2{8ZG;@?y8$b?9LQ}ORWABG4J_z}SR z5g_mpob)3U;YS!8VgT)b0ev{ojQu;xNBE2KF=0rsp-2IiWB^riB=mQVkAX-5{qfys zCxrf6iw~v*r=f(Rpu~oyB!!{^e5JyNp@t*+S1KM2jRq5m4w9B0hMFD+i2=a-?`AwM z0|q7|7&{X{i3#At1c+dQ{KO0pd(XzhQ+`4rV!=UYMI&Iv#9@P{XG0?Y49WHHY&`0} zv++)x;DVem?3_5*?@S+q1XPaagAfKWeSU!U-#vTBFUZUS7}SC|BtlT)f8+74!hmpL z@b4l3Q&Bh}QDkm043@wB_y8#)aw#eh&{qWkeR+U0C?2nj@l_4r2?F|>2pa$Y)ZEMR zVE%W>KEWkyVsA8w)wH3l`9@OmU2|txz&4sG@@(1RG}oz=DE<{%f(svdHdX7qgk`n8 zYqH+xi>(}0b=Nz~fsFpl(AF&CY6+dZt;GXLz6-6Y;K;8=7~oy5?F+nI4kj*5F2|igZJnRI|1iIXxuis@Lz8zy_x(G5GPVobAXR}QI48sU;BA;Lr zYgE4KuDhY{vuAn0lREvdzGcA9bUXy3-VTW5Ro(Hoe7YX-fV6?lcBAr9U1Qss4-)ie zTRGf;!@}Yu4f{m9lVc3Oa+4j6ngqLNBmX@36E{vMX${7<&WMN!U4oT7T1@2gNaA2P zu3t)I&{KNqoj4g)yylJ-eA<@+NBvX(99A44ANJ9#gN7AZ{QxDZ#1mF+ZC3=b zc}T79FZlZfX^gV$k46U$pk5pItJMVVLr&?;_XVxGX%`@n&ggT2Q##w$NPtw$qG6?+ z!%E%!v`9%9|CCj+r7hlF58@6%N&TLAnf<0JJ~DDu01)wZD{ibeax0K(q6su)dVe#7 zp8H^ssWwSex7T68czNtPtA%vcG5Gav^H(C#<2Hm<@$*5KW$W!J>9|vHcEBfi!pH=@ zw^h?Mh_T&!CUu6_rx#?PJz|cd+ugJP#ux7GvB9jtm(yH+zB?Me<|9m=miQjbgv=Xn zWV?%B>rmiw|K#Hid79<=34l$Rr z(0nRHs|-k$YvxQSFJDLWypklGQC{TUO}DWB{Y?`Ucw^{`Fd^%G4?%#2P4zYOagv>W zPHS7wvD{xA&AqWV8_Zv?^bL=qSnCE%rBdc6o?17mZpk41O#f zc}@8fb;vJ9y%pDTcF6Q(+$@}8jNCgCyiz_SxrKs=zpbtD$rtgdezR@Nn|v9(+E`;- z3#Z|Dg0_{ueZ7Kr4rL$2ERQSt$lFM?s;T%yDB!uFtIe~xPK%ZNajEsxB_l3~wW z+t4GXu-hj|?>1xjj>l!8dD2LmFvfla!s?RTJpo0XNNa;?$TM~f;6^O?uRRs}^aTTw zYgV=yEQfjzI+KE>XUn5gdVLH@Zq%e*M|v}`ga=u>y=9fZ#>N{e7SOgoiNxP+VKXYl zQSvF)ByF=KIcggI5jyUV%ZN!uk1ybjaGo@RzRR6w%jczAnuK6B&j+3zNa}>}>2l5K zaUre92RAF^OIT+S-x;y&Pt9s}lcJSNk*mRp&s2xR!~O6wfF&FT6ua08td%CO{Wkcd z!XH=6cSk4a9wHHbu#M}@S^E8jOELdDS+ucmv0Si=e38qQy;-eEE$x9^d9~S(<6kra zxhYFC3!lsEr0Kt-oG$g|%oh`ym;L%kx9S4Kvv0^lIwF%z2*=gK(t(Lj4*IDq18Hr6 z>@ug;KBqcYpRrJ$dsk>G&qJ~za#Lm`Z1%m{bfqq#p`l)y!h)w{Xr#d0ytkPSjG;7_ z>ms3Q2&3F~d{%wdWxKj4e*mY#bp1MHF0awtRAIDrqTqur=R?=V$l8FUe~y*p%qsaw zTq7I#3KPUnb8U;8Q#dsP&X%p|3XdO>x@fVxeGlmu4i9h}mn&HLCgoXyn;Hd}H5~1b zCBL*;oy(cUrQ2B(m;$)kexPnTl|MCEk-`#$%}3yr0|pE|w@;K2VAOg)TA;X?->TtL znJDeI(ypDwX|m&lC-}xOIUkl9V6Kt^TN#lpJvDf>PvCJs>loP%`_O2j>VI}1ZmY?< zbQ?v6$!)c;5J<~xJD^T_oTj-i!RO#jVfa{9vZ;y1Jsu@9`KLZWl$0%jRl=kxL_PZ3 zfkpKBsCxen$FLQ2RSC_y431h$w%lD_Szp`NH>YO^Z#R`>+4bmeOhZcr5%#>?yeBUm zD-D$aWsdmceG;+YUZ#>&KGo@?7QW8yS{00$o?3FcsjYpb{E$J(5}8pYXnK~jU5|_#u0i~f&FePtIMCFuwZ4a?lD1!e(MXOvs}Y^4 z(L=UrT0A#ApGNmo%$s~Sy*M65otLsv8*o?4h4-__(k=CmLt3IFCw$Dyy#T9zk-rz5 zIxpVap^T_FRZ*FC7*ET=L&0HMroP2OUPz5&a^4T_SzMxuRw;gF*JZ_$RpJkG4-$*vNuY)AI zt&-(vgSm80`msKgaos|i1bLr4^7D63UYqiQg_Gf6+I=8Grsl;gg%z+ya?{Z2K<#0B<1=hz>hJxX4f?L7j{Eq|lMAvhH#P?L zH<=T*B{`d(04D|5eU{lpY%hS)wWH@oqV;2;@d%id)y)6U>K%!Us3etE67{rO_@#=PNGD*PQ|L zE^Oy=FgL*_+j(eD+$4t@Y#$^i=X(|3rw0#cSQ|gAPcXt>w)-Av27cf+UJF|&3qO57 z8u=nnJ4qX9a5nmaH3r!9>31~Rcz0W*7P^lnc-0Nc8#bw%#{1et!&BL*2o}<}%nGV= z;)rwlJ}&xg4SG_GxwrrYtvram&0rmd(K*iiZ4eB-h@vcl#C+2^01{!M_87s<<1~rXbFq&5W+E$q<}gcde>*`F^G-WbJq(+TP&(_DO?UG1Vs${;So}i z7##IjgLsPg8P~?8a%7$R#=_+B#%iI zNQx?NognvR*no5|6qu)op+UP5qsW7#NSR`NV*u1pR5*BY0+E`vp;4T6R}@?p+7yoS zoEUZGk&$L_y!miETTv8ke2m4kEd^XKxRGK0j_Sp#)V9q~)Xd)dOR4t5`n%L$`1D@>Ql|3&aq$OJBX@Jw1Wl?; zAFfQOm;3bV#O7@dp)`d=d2A z28eiRHbhUaT=(X5U6YjSWHmb2EQ6;MW2@YCtE|+8@~=Iu^okk=^0ikA?%*Pao#PaA3MPY-Ig4G?T~Hy_b6mL*!cIcc zO^R8;O3>AcYgPiqjk7)DeL#nZ@OIBN|SB6X2hdvbjjJ=?+vUN%RdiawP z7>a6El1I~8swI)~owiI^rxIf|3R%K?KDeACG^r&d{AWpx%uB70ONAMAPI7V`+%)3& za~eGdbu9f* zNT;brkC#TT)kZUo#uWI*@U8N4+CWA5f)3m~X9O(QQaEp(W;cyyZv+TXSuZ@d+S)Z+ z_o#S~w2s-;IP&yEG+nbNPt$=;vqx!*#c2}nXzkldo~C4@->DE3Ml`Fb3yW!)lXXk+ zY6C)dOT`QBSya(kR!w?nm84ES^JKWbJ4Z7rSw3Tb>D`9whVj5B(V!iJDB8qDZ$`VnbU@O zx)-lXFP{5Q@M{p#KIn(GoNHhhoOV%+RRY%fvzvQ)*DxEmqM(@jdsX^hQ!zx``dn5j zAYSWkBs=s#n>L^Nc2CiT2+%F)ySUqGVB7}zJ`LE7eJJ&6Q8PtK&;V(z3bqIzWcm|ovupM|YQ=}4&ng_?X`rl{+oQHd) zJ`D$U!zY*Zn|Sw?rxmxIj0`T<^JgPD5W@x0jAcuV3i4tbrH!Pv)pfiUusjwCj>hQ| z3_G3LPN`rgxsBS;cI{UsKX)O!j}@&fIrgeUDW;Bn`aY!miX|0RKRFhytqNw1JMt~M z3yL)uWaY1oVTq6RZJ!N?B6ei81@qAl-JPZ_gpEH*wP2r4bf=QHy|!PUd3W)Sq8@j{ z^R_^@P9m;NT3k;Io%Umd$KxNdeLKy}Ps46ln?O&mfmk2@9p*j)q#do58jW`wJ}ZM8 zGfQqpoy8ifGy|<7o!Pi+g-*RIyKmWCG|F>xU%4)h5V^K-N1b!MapNVgV zCT;nWc2SvdNn2+~dVFEcb$R=Bp<1oUIvqnbJyIcm@+;!Z*RyfGw{~*)8iDLM{f_qG@ZHB^c){lBH;SY-9Ixjd&fA~Y z7iS1J4iaX$!`I8tSHRnms?1kF!w>z0o5@>&dh`urd@HSC%bn8QbYbDQ^i^}FTPtr9 z`3&>JAuEC}n`{|V1McHu_}l1zTEm%l$RoC)*0$ceiPpr5w-qul3+X|Xv@LApU3JEh+_E~b2{6VnY$ciPr0`8CizVC$ z+Jly+769Gxfae7o5CNK}%c-RMBL!jOUJ;=b?k=kRLu z7Zhd}L;H2tpXHWw{u{;`QeH&`4&2(Z4 zW@3&nd}yKqg&Oe!LVC5=W5IZ0zF_RUdgCZ%;;4%ut=Hr{Ci}u|_ZUXGAAvlaQ~wD@HLkHw-R(4S^AJ;_Wzq%HK?H*CA^ISe{cR8P{Uj zhoy25r)SsQjAx%J@Om}Z-!cqW)~-mTSDvMJI1rE1_-+I$@#HQifo{n3l{cy{>+=~< z5E*w+jN1g6qq=|YL_JUSJ?{F=@A<4@zM?E#46m1uU7VUeEPUu)l|%lD7U{i*r#d}#F;jDixO z{c0uqR%8a%etG(1Iw|kR^JM4o2jHI#SNs6U$SsS$G&mPKV2~urTC!vv*l41EV z>PzGXe2@vZiRTSw$rrb#>u+}h8!=rh(D_#IOl=k_h@?AT0VRIBqY*A1Uz5)hhoR)8 za;G~!GT-~Lkm3Xx8Sgv{&=dUO8-t16?reW_wnYlJ{pJ41k6E@YdbOeoB!sgg0a*3y zWdc$;CVKLoo6~v=!a+hnY6VbwKuJ`4q0sfTU>pMA*f1V#tV>nT2X?FvqtK63k^`3L6ZM~hSo_q_P3O-cHI5BoJg4j`^ z5PIIhk7zmhjv2#UU=wix0)1<#r=l4yF(U$L3ih$B}tX#}$p}TN!Zbdg`T()L5 z9aL|MtQ;2sx3q~B$Zx=^$>1o~sA+O0Ue*#g={AHGx=(#(lw^&5c5F=eA6OagdtU4K z#i@`mg+8z9%}&W&^3=n#QG1CA$!S!vc8eO?Pg24voJHq;lur*E{~9>Qto%ctWJehj z8eWN5`|_+<mY@zPWIXRp4R25CXk=g%(C-lJC z0XPt-?1jY7OHBw1Ql1NNW7~1_8XdAisvbb4L?Yw?lFM+dDqhWQUA7;+^s-XSNkuePoRTqNe? z@EQ-BPh*)K#nl8MGV6A45G)|=ijHYwX=_?%BYtE0o5R6mTff7b<2V!t-_NDxKfO%l zw%FtMxoFlMzmnsD_7Ane9EZWNz-Imh>~`bvI#= zM$Q*uZ8_iS2FU)Z6y-x8nF5O+(0FMc<*^NN;`Qg*8~x>eHJ^Umz190FsDz7Z1T&@nO7|!cC-L}4%@3`Kuk@ap ztl8uqa^LR2P(vdm)6r?Z#oTv)3ZrP=OgN!#)GfbOZioe3T;z+!su_m*mdS&LQU@I< zP@;~rQvu^nLIU8&K5}$>kGvfHLLyet2)nx(q`_nfBsG>cqvVvskHa5v(Bip-$W_r3 zKacLqTc>L3?-m7#YR(+SwUp_rxjc=s6jVFkfg5}}Jm{q3uK^rblN)miNa5otq)5Ok zkSD@N%1_ttNuemJkiOaE0qolNHjn&<&m!o+ikjt|O;>4f(e3q+Ji* zfj$-g%ag1{2y_-iISSdKxSU@BtI%&Lqi<@E!|2?KIsVlrMgvD(A?>0snaQ>Ii|w<5KDbg5*cml< zpo^lv!%U%A{;_m&iUJeVT`}EfTCPHF`B<0R5)G{$a+wq9Orf~aCp`n<-jm^K?fGJ3 zs3LiV5#^>9gJSD(LuE(d#a!k2vhVFA+IP(hjRoH;-S13wka(u*iSBcPl|Y(1kMzKO z9Z)gG-AtbWv}C`*TKk!>>@#kwniDiuovIeCz9?wPzCgKtBKXYYG(}?3WUh`j{G5r$ zRj$~hp@H-E#6nzMannMvuG_y1KTLye2cDyORNunZ*Hz4XT2+0WRH$jd8p=ApCwP+*I%|N{x?EsWV4HsKW(W(R z-{Ev%n<>Al{{?2HK^Cjd5sZO}6Px=}@J4YCA!y0IGGQvZfQ|M+^Y4;b z<7Ee8*%wQ@n<#>S{;8IIsn-7j{r_IFU#@lS*v1%QbHhVplh{;!A+ z3yJccr6)y&L`3~(i5?p6UB~~&#YY84e|Pb5(IHUZU3_>b3@F5R5g%ma!@*#Hvh<(= zJscb;LXY{LpZ|yjpuz%hV*wnoz_H(Td?++57^HU{A0F=A!iPotmxvFF(4#_v!t=P8 z5O@&y|MKq<;qd;c&Vv+u*uTUc0TCYwo&Xt+;Gg_F2-;&n69HI>0AE4Go(Kku2o8-1 z5s?TP;Uj?NBP6Im5BE=j{v)V5|4)P-37HrL>AgS?hfRX|?*cs{Iw(I+22dgcn7{k? zAaws;p#Mq<2%&_ad5_Q||2sktP5w7R4^NGW^xmNd@X;dTgCg{F(6n@L#PrBG3~-bT zXjtzNdXR_@iqKQQFabQ@(LE*x6E-R{;2SgGJ2OBZq~^1r;j`eOfNJ!gk;y^ao*n!P zNWtfT=HNgjPs{cm!xf|eE?=F54q0-P;@?P#l76{!-x73a5A`pLPA5R(dTBwR; zSMMJXIa`%Ot#IIU^)p8Z^ni^MIT5yssJBjJS25#A+O-OM5f|fawprRNKxzDJoYl6r zUTg|%Bto-yT3LjU#RBrQT3kU-(AW&im<5jT1xy=+*lk9f%g-kHCoEeZ6jVU!5pxJ}wY)ut^IOHWp$5ct!A z3%y06o|CQz>_EH%rK&+7%v1nnYVuKxY=Y{e0|cCO#2|5oHv3&5y!l=hSyGFY4#f~#id;dBbc@~=Y?wiNG1bg)#84lq~UxvOU7~4{2HhE^A-}u zwOPs%h7q~<*%XOdr0~U6tmZSBc54RR7T%W)rc=2b>Y=CgMGmVl?a$B8=QP>Ssnjh} z?hWLDz>8^Gni*08viO9aq|%B92g&NZDD5`$rcS%CbFU2D(bDui^fX2$Oq#LYkZDHA zqdG)|(EYx7T?y7lS zE8l?gsENQPj!4j-2o_*YtE#85gH3Z!5kYb7_ktbKRnUaP{R-MqkZ6anS*ch3BMxk@ zgTO{Ivo|5))**FbCA7y+AXPi(EM$az5|UWHCfLX@vSSls2+onhh!G{!kZ5!zYxDpF3nQ zdt%@*NbZSoDnxwUs0-b)7&5g}A##R|Ou7{@ZZ`z9;~b*mq%od-r~w>7PD13|EWu*0 z+Sn&Ye3!+{;rgXBluS|lx*-Dgd2VVrL<@C@Hir)RdGo%AG`yssje#XzQbO!u5iv?M z?>XiicCDvzrJeIc#lGE@0&ib|4+`ADH+ekqdinS*7N5C!3v&u!fI^HGw&Cl2zFUwX z0=5f3=BFR9;v?LTJlldAXxX-a zE1#p1f?D{lj(%Ihk5u?sUQMQgvL^eoY)9nNO8+pMf?9QKCe;3Cj??CNAH??JubEMm zB|Vr}On1kOR3j=r5g3K6`^R7Uf>l%keil$86=}hBspg!(nh8FbDq6r3=f*#T!9*}(6A^!I?{CZCgzDdn)$%2 zUTo649mm3Q)*Pz0WNYcUNfU+qJaO4gk0W=v@=3oU=GbhT`bS(l(rnFG9le2&FK)Xs zqM$cEgYgSDG2U;b+GNSIqbDMlM9zVm43Y7+S`)l(P5!>}%r+HmM|D#23{oiEawA0u z&Us52`@p+YJ=DtG<*5Kx6C@LDwMw(HraOQhu34L#57U@iTZ!ll?*SIU(X=vbK+ENp z*)P#uqN@nU)-Uv`$$uJWjv=dzVBO|ce{&(G45&cc@)>M`W73RZ+0-aWpE+heO`}lN zSKg%Knw6T2ym_d7Kb7drU~Cfc?_iaUa^KS#T@)(<5}DQPw_7MSa_`tLJQxACp>Zb^ z!b@m^icVEV(ewVOHP3AM&5cZNLAViIane<*du7MW35vQfBr!QEzbQ;Z(W*xDLQO z6WC?}WO=^AzZPQ)YhT(e`c(EyS+#mY96`kEWtaLjj@A0s>6;M^IH*x)y zxqZ8~6Jj=T+##Wo`=s;X?Uxh^L|N(SN$-~{Aj{`^Q>+XM=sg*BSagfGdko)wDQ)X! zlG*1d3#>)+)$*t0%GX**{`G@~Us)Vp8KPc`hChz(jWHHI{kNUA7j2gV-1K0uXH=Xf zV4SYx+!q`jBocqkMY-n}+J=J@_XIjSeXNvo(q;w zET0ntoX-6~x3bXFHqhgbaG+2UlA}}LXCS9Bu~C35C$*}wCwkGx!-gQ-rr@+Af88Q? zNEkO;L4EEccb5j=!3QTW1>6Ql*GDTqQw}?496QHtKV&wy+5p)CvR~OrA-naCAtb)u zg~8BA96z)!Ncb7nL4Fs1!2*D+|YjAgWhr-=0xVyUqhX4r__{AG)t5JJW{7E#adq@WtTKJ0Z%rTSEmR#hAMHMUc~b zpJDnv4Y^{-#{L|NZ&?g|pX{wqAHTJjP>x5}ni9`h3_Nm1(bP_SD;rP~;)T+Tt2yYP zG8}W?lkB^kjFXxe(~?MQ;_uiJk-HF~n!w|)a?o%>e_Z&a44d$B z8Uuc8+hUq6VoHDM*8n%XxTbJ+9&ZYBjtGJb{&mApC1 zi<`{{Ium7jUA6mk4L1~Vy0lkZZx}ZUAqwvJ9U)S}Z`o`H{w(|wZwe$_PB$O+6;snC z0STPgo6ww_Wi&DV0P=^t+!8l=bEDDaOez0-%hdcT{7f-|lpm?Ff;0tOO+vJB>8qhJ z(qRR1;JjM;w6|c~42e82B20^UUguOi(-7jRZ8oqqFIPJQl_BqgD+7;tzKBacfk3t{ zVJcl%U;{m_;DIQoySve`mZE);Nld}@aFM{vN($~>+y}6!@nRNrYue_0k-~9-w?&r7 zbheQ%v37Chww4QcF+C`)=x0jl^nEU>duA+QZk|qQaclfmcUn$MVe>1V0rk2Y6#-mY-BMo3K$MjhzqbT+ zk{YGbl4=4j41Y)~Z!PuS$^M#?j1K7p&N5Eb%7(ZX(Ichm4&}s*lwl4z&5V%VhE+YZ zg5{5s&*;i}zr$V;RzI^>16Ol*$!lQla?W&e_){{cN_bGqiY-P;?$dI#v}0$23)NJT zk;seoQxZI`vQXtoCSoc)-71jN{6H_a;M+y77~Xh5IzA^lz>NV05m5hb73+|&ZUMd4 zb0v-$P`u7SgfZobJ%a2nR~cvsD;?9|T-~5o)}SvBgN@!OAQnq@QZqfAH0S1sI#s32 zSahk=5a;f|l8z_k+wjq&Nk6^G%@X#r2Ua6ejFm+-5kvB|7PeGqTCiZQ5mJ+%Uz7V| z9ken4!LTWssD*Yno~*6N&!f89JQDA)s=Bq=nYYPNtR;D>!BZC_F`cEs0>oumk(OR6 zSyIh@S&=}O#3z$C-kR=i*s7P_N@UpDjf^FeUQwxAy&Benr3}d|VT=&L0;9FE;%x_} zh*7IeWMVC!Q?5t=Mw4SVleec zS9fsLe5bz5yt8NrkCdF6)D^Z=cWgComUK;X;0ZGIh@Uh;I7-+uv>L{?$Olg;jPHJ* zI$ywDH08ZQ8Q-}K2PoM4WW(!OPV@CgqC{8P!-W$dPjvZQMBkE4AwNECMb`x@p z8e;T^l@I%Pv>#;TX~ay}T4Cu6NfNBX1Q3IhJck>t(g?;zOg+Y}Wn*(Pn%jI+@<+N} zgvRrMHC5gD%P$Jku)-A^$3fdDZcrpMh2axepdq}D>h*FshL3Zor(Gf>Qzcdt+U>(P z8GQ)P{l%_xqj%$w89m$h+?VtbE2in8k)Bz)d1cMY_Ohrk|#6r58WVzU+));weQTUeUbg#Bun-k6K`Ts=%I7! z8|w-Q$Ae#ogAKK2(2XU|kD4M6g9zxD2*`RS9D_jb$0 zC%v?E8+#wi;H}q(f5mi1Yz7G#2FcGiS|$W~g`q#K_dcT#lWuaY zF57ucwp46>&Rwh!9Y>@`)~g1Q=&zw|Yz;pTCku*EiQpPDwfr0(I_n-KeOzMK#=21i zvj%KJKdk(D-el?AWmTHI;@^(f+qLZ2;@3y~p)gAY+6kd-$c@~`=3^0!G);jS|r0A)u&Ak^aDGaA3wat^_X@@QI_r6 zHg;c-`jKo__|FfjEX%nVBP`u&Yne*SGI0yX7p*Vn<@A5}+RV&ZA5uN-?aOz1Pw&%i z9Fm|OX`p5SfTLD018QMg7B+h|B(t9(e2D&`g!Mei(~ptr!*kGS)W%U`WXN0n1=%@i@3kpX%^9|B$saV{?inT#*~KHuC3OS7jyQ{O2LyqS0&ScH(3k zRh+;#{72;(Qq&;PpPynRJ9(Wy5-!^D&L;}X77@|bf3qAAo-V^yt_hQW&)0`Ok-18H z@gAXlf3QxJJ+yHNzd7}kb=-S)G-Ff2oB50H?EJ_pEtzFZIQkO1WQY6fs*3g514-F~ z&7get<+aGGD+CXh1jy}Nj zyHI$!CXBwKO*^Ihb9E2OaR%K!>0iwgZ!nA8u%09He7#|chGHZy^M5}wdU0wSy@EV> z0VxvS>0hiqPf&fm3x4_S`SY$is!o0Lw<}s#bHx3L$T|k|c8v&76>w)c`74p^CVgXP zBInL{vtDuIUSj-IvT`oz?L%kw-qq=nWYsVIqz86`yQG-g@v{e`?5pdEdntoQ>=*CH zG=!U$x4+&!peQQ-NcH)X?VZQB*+>z+@y+id&*1qmXQ%Tkn&{@8Q}$1mpO+6%=#@$1 zZ(N5zU;zFK_5Viq1$41W7y^@ABlf0~`64j~D}E09R#Dux>^d1ts?$H@Q&=Mv*{5P= zLO+7*JwulNM)&j!HFI*>VuF&$K;xA;`e|#z)!g(4l|32fDuu=jafw3JYIJR{yd}%P zQPENh9#vn4Q{84e0$gE%n4DOE{q;yif{Mj_)N_%*$w3*_2!q}&OQSh1KsYOs;C;~( zHu&Q=>?@7^Q_N!nutt6mw%by~;zZ)$LI%*y)MBZIdlo&U1?T16atqeO_2cR8*O^-7 zH-B0`xPfvDp1Z1?RBYb{rm(1ox2J9A)Qsx%+g%KA`SbvD!MLfvHd=6`lr5&d)@ zSgLE=#V2H2=%vT87A7GTS^M2bhurak6fsoNdMY3T4|6}FBsdNK7*%-5V0BS^;A?;K z4i(R0vZGMoi<}6{(+&$?uM9Ml-#8Pt3I_?SpDZo)i2LO`EHSG~scePvXu;ACYF3h@ z)AlSJp=0*U6>r?0lzWcTJdea|a+XnLHm{7P`i- zls(*xiIa3dj7Tu6(g#5!Xd->}#rP}*?XeP}*(OFQefl>H7Hr+F+#HLj*ggy$Gng@lYR)^{9 zWCQ&gufSOvE7>10Tn`UFSug)!6vrVl z**$E~(dM-U^IMlipWtyCf51%}DwE&)ZTY@*1vnRxyw7L&BdenIEHQGTwNkUCa?B>l zKM`lNqbEPfmf;JE=VTrJyYwqFc8(`oKba>N))vZ2Oe>~9E_}m}*+ql~G5oC69~J60 z9^N!#nm(P+_KOLtJn)3werjFq)Vq=E5YZE>_(AGr56>ttWZ5oU@m{4ioL5j=)pN!3 z!`^%wh;YNpptJE3Z;s?)nWvC6{n&?0#J;Py%fXiFjP|R`pyk^xx0XT$uckVU=^dAP z;ANy5ds+O=Z>Y6|1qPDRnHlxy4{7&hC8n2gec5u+cd{d?13R4UH2B^(>n!u8Z%q`&eTp+OK9iKP50|Yv zjpYF=7Yi;~yh~ao;?2)U!W0#D)-;uvTJwx;6mwa@{i(-PwL(0dLpE7C%H&G5qEgvD za<+>Pp%ZGwfT`9ZT= zDG|<(`c!q0?L!Z)MoqXeqr;e-;sB=l3#xeJ>F3Rmr4d}`+R#iBlh81&v5kbftY;=; zSt3otsGIsSCq~QuR>{&0^^7_vX7xv%)$$Z#Yqm zhi7(~j}W0g*(1NB!ci=3Ev?A8bm7e0;q?eTsao4Mh{X-&}X>LRSfz!O0`d!&L^1Qgib_=Q2%;_9>Jw2Fyg|A8}KPX z13woF_xKaPm8y(+N*w-1kE^8TXY8-)4fG~<;U5*2&N^MAs5DsAjG2ad2I_lxZK@(Q z$Bf8Fo4dI8Rb#m2cIyb;`eI(x?c-G=zN`qe41Un(NJQh`8`RPsWevKDZp!FoEe4Mo z(r|{q)iY6(!x^_svN4;?FyyhUiGx+L&q%iVEO@Xy);Grqu3j@0MbMe@mtx5Ut?xs* zNHqp0vF5)<_mCs>v>Lw(h^)&$gg_m+I^H&zpF)$K_d@y!ukF zGw;v3s|<=ajUCTtEjmPNqc>O0<6bt7#k%V!CN6F3&o-`ux*NZWTsqFYzIq<$Za(h2 zbUiVLHZ z{)_4V&r$&34G@YB2o3vRd;Y(7>iIi=0BKzUKA*l*LDCL z915ft0BHw6R{aPtAVg>o^S|DzxP!TMjf{Sc`i4iV#@ zg1|psKQb%^2nGXE6L|IdA&EXJ76AWWtp9IE0Q(i|hkw0O4~v0=jDUj)sR_8?!lU6L zApe#65pf|qe{>jJY>3xSi3i}tgTsV$1n{AW@Db4Q5s~pxfcPMI0$4l(1dP{hKM;)& z355_DnGl5diuM0H??)rXgnQlgL!^FqJQ5%#2@*O93Wx-ROoE0;g8n-1Cxsz??Faxk z{u%j`!xNGt;*cX_zTT`y1(Bm8lS8i9Lq`7CuTnn+K4ji+K?zW!L?EFgg`+~kr$R%c z!a{y!`eA5k0Gu@NZ)iX`ka<5XKn$|&r=^6WgPgEOBBn#bqQ}6b$3|m-r(*(yGU0)k zp*dgY{r_P703lX*7FH}=Hh>fxK%EU>!2t+)UG*a|aDu2f(a5+lNw~2IUx9u&ULIm} z9vUQGXi;8#JU)N{AH?fNrQ-*<2_fozF9+!bsJu@4#kF9KA=QBY-%k4f zM=yZ#U!&i-%@A_A-rxArDgpbOklSM>MMrpaNrvI_DlNeQ}~j-B-;+xWd)+@&VsW!c~YQ^jN7;NX zHgGy!H#3T$M&&o;|E;`46;7LWn-wCp5VEV@s|A%C7nw6i4SQeOWSB^Kp1hM<6hlu# zshf1SXF;NGz7YI@aA-UEOJhn=q7JrJ5w|b=NKu*usWwf5)yOh-bnsp9L6RXV-k7~d z-aRdGum+euQH(9dlwNfp^{^zckv=!?EdkabIlXNxwd5TH3Oxb!Ac~o1rg0D$7qJZZ zA2B6Agd$eAIx|p4nhAt4yl*(WJI;Se#G}t(L(1K&XzZjns}4LamE_*qu>IWJeTr0B z6!<0cIj_ej`&B-55Ab+?ZrvW?Hicwxo*(T~S(=h*7~9bszDJv3Q+0 zBYjmV`Ms5vxgx?q+^A@CvYx$Re^NAv;m=^laS)U;*o0O!#)jf0H}lm8i%h+ye`dr^ zvBL!^oUv*;uDzhLjpgX7`aDe@)J+>4D?QWq=41URJnfVH_@zb2&j`=0waDaS?s)bk z@rhQn=`4FNTggEh@M6`J6?8qimB8q*?%H&EvGN1+rQB{T6(y? z8v=CQc*`5bL*}|!DgVlV$*x%$cbOG7IokRlN}&_y&*2$+%^jT{4QFgsB$GF_g4QlS z_LYU(FxMDs1@DqMt*0dP~B(t{e=gM!+EGYvW4$+MN zJZ@|R42te=hj|sH`4bQymOt2@Iud`FqR+wu%WGSFsZk~0bTsAvZO3Y(j+~98j?4Xg z+3UMoM^sCgB8>M`AI4h$d2INzV-__GJs-P=Iz_H~w z%PKl^_(8Ytor?xXT&P^y^MnvESmusYEVFs{v}_Izlqe=SUD=L3=^^)*N}0>qk){e6 zaAqGW7`~~CD`2Cc18McTp4+>AbJQa*CU_CMSi=sWy?4M+cGPL&M<>7ZwEU*!hW7wtE(fXqkh&NB z4Gn6%FHa`ClF{XO6ubkWz&Itz;_x&kVNI@hgPD?Ki*&3#BG>h*;z>?{gmoUfFe~#8 zt0|qFr#nvG$cX;oIXY zGhGo(Z*)xAK`)cQ5!9$t!ftw(SuB+2p%LtUo9-lIW%*T3y!>eB^Y;ca8wro{VRlEy zB@(eWd5Cf`EY7XB<3BaAFg^|(-zN7dTR8Q|ub$^!ch^OlF+xd<9~33SQs5;1-qDd5 zU(xKToUaPvEr*8|xy5R6wIcncqWy4;TYIQrXPoT*5sge#Y54KfqE7qmlXhs;4s@!h zVe1y@+w1OlP)&^F*g6FzU&SC(4QXaLW&F(@Vw3e;^sq8dxCn|tO;c_iLa{;JveabnLo z{8%2xp{1NQs3Q2S1>p~FzF_D6>)>J?dBmTS?#TKV zFkK7g#pA%k^d!i0y6Z;Wo3izj0*>Q(2wl4~;CUG>;-_eSsI1q!{p_&W=%;~zS87T* zIOY0j$`wfGQ_bu1o7Q7Yq+>44I@ z@dFQsItefSPgDQ%ecusY4_z1hG-a*awU1VJi}JJfz7}`wm$|PMGY<)bTe6KVwz@g+ zEH!aaq6;zZ@z8r=a~Q{Tu;dMmU+{L5ff*bGeGNfN*ZLN-7$DbZFmvl@S{%$3{Gr1% zG$I7A%oG-k7o3>_LO*oD(6YFf_Q%mejx`G_;iNyhWehOVi!vdj2=Pb254T-%+71kU zbMx7MNZdolAtppDVZcut*R^U0q@My;o8r5^w>cN1WICA7o*AS_Rj=5i2&FCYfgo#@>X&);HWC>vzegQ!+& zIgA^3Itw35Zd;=j5kH)89g-T!=c+{?yYT(fpmfM+cM>(C-$)A2O^AUJe;`$%ajXVI zB#-|o9YHfXG$jxoZy>RM87*Ph|8r_;S}78;dDKTc<)`pA0}P{D*u#oRho`hogjG#OV=SCdq8g!Ue(@aZTBD4VN_VZ`+StELqYc#taa zV6;0`0D6eD-b$h-^wOtD;C4@(Yc9$hD98;(9yuz&z0WTuz{QnLKy)tzA<~qW7JI$4 zqWHL@Bp{m9A7wf`;LwE?Sv;iQgvu@77ab6kC?O>$u3&YDB0>j~>^u81pQu!=gL$G&{HG=O(u& z(}bC@@;!byIdj--q>_&WDUK`HJ?=r1n1K!{|BkCX2cyFhNbM1PkDla9}X+(i@Rv<9QlG&O-_{C zrIQQWnhs9I$7ZbKAgX87t(RJ@G>y_2-wG;wY%b`aL1s*fyFe*c&8^RE?Lv$*!ETm^evk>ri+vwtM)D` z%~x?8kC=L?Bac!79d(;9h%lwv8i#5UB~i`iH{XZD&6fV?e&ixQUY!KBkgo$4MG&HsHZjPLM=IjRTU}Kfg^G| zX{BaR--Tmq?;g8b!#a)#8VUpoOhv2stAWVjJ>|gOw-n!FPT)OTy1Z9V^}-r+bTR-a zmBJa|%rCs%97Bm@IZClcFM%u zMjdx|T~Dd<))PRFLVJRBd)Q!jl`H=M;%V)k<)C)PK$&h&!^=+Gy+w~H174o;KoBv~ z{bLn1aq0W=@1ddX@F-1$R)dj(!y^nmo*s>Z&4H<7b;iqs(uVyGV#9@2Bc5S=pGI;~YDP{+U)<|@%CQC8 zQw7FGDxQ$qn8p*z$K*YS6D&Nne~pPfjXU-rpMnQ@n4;<1yP10$MMlT95$eJ{@Ddd! zgpOOkqYTg!w)LOZY6=aXp29!0ja{Z;6|Nv0o({V(44H3_s9TLAl8owkRs&73tlGX) z{V*}Ks+}pHz{#A-$(cev!>Uj&3ql;H0!_@8_a(PSmcB4y|5j+%4H*6MG{fdKeKt0^ z;xQqNJa|supB7YNg)uBNJ_=->P!O7}PAP9L9T@;jrJFzEBv`zl$P$ZYLB*kv)wU&z86>Z9eyd3}v1xzT>7Yo|OzYuR@HCh>Kqhk{#%sYV z3^j1P%j~RAtY+z2FGr#RCIy7eg1%Us88|6AF1p^Yd^yk{j9u-!dL7=}R?(HczWj-~ z_IvwyVahCpmtWLJ+zqBh;mFqE@s($*(W@s6(983bkynoc3T|)a>cAOlt<~_z8Q5}s zofT>|lU~f{qo>I;-f8(t7V~J7&PbFM$qRKjB@xs2zpQ!TPmL2@x1gU-$~; zA0&}2p(-2Lo%39Oc8%NCd4#|J{)nQRg;%z|Dh#e%A8-3f)Gw%yjdhM_iMljPjHK_q z#3Zuv)dt(nW~~_czbrJ99c0iG5v=B#K`9Oe(c9c+KH>ko|4_+FU#ZVt=*RM*-ti{sy5KS zNH(w(*A~xD^Qs4aZXIQ29@BVLI8-imO&m1pZ}&|ci=qCoJlU53K+myEUCVAsIB_DJmt>2I0v%ax~0!4Od;JpjGx%LzF zfWT)A7eS%{bOxN*SUvB*JHKKtpBwvg(ER6cIkW7h6Z7H> z;e*X@@A8Z6u^uD4wnjiBq0hPK+rx*Gl@DGMot3{D$A7&y7^3-kK|*#ZZ*ff$b*lX7 zh;RK&=WQSLPj8~lqYtbXjM0_oJ=exrsp@1mcacjLZHwD2KOI@l^}kN3q21Pao;plk zSy%qfvbum-|23F_8b@}^;C;Q+ep6v}TeWo{6V-XgeEqBQHZtw53$&Ipxob!ID?fG6asVt z>JTdJnOCEq9Uc>IRD(T*^I_RGiqJuH`5tM?G=i*vmccMB%@J;Efy;AxbU-;)*koH z4Z3w^ze!?}Ul^uwuU&i|yUAR&gTqoXY=-jH>#MD8Y?Yxm>QJJG>(+R+^R!iIQjt{LJnyv)2WZEIm5Buug+G8tTqD_i+etwUahw= zyg7b{^LX3F+=ZzD%5pqC__{q~t+nnRLbcxmndNMXD4A^!461p*6>@hq^B7FM1}30# zjy{Qp@fPC~Bl4-g!DhyZAumxDL!rj}Ni-)x&)QoK$T*{gVULf3LK0mYN{pHqLIzK% zCDc%9@$8|a={}^hv)5lauyokr$A`C)> zURJ1p6Pu5CIg`djM&WFd;OB%Ikmyf{lS@H*WK+R_`HjsYjZyBX_MxeET3Hcpe5UYS zOW*g2Btiid1#M4?vdIrFUvOr5W(z7+1;qO~`}N$O>XuN7SLdh1y&@enr4WwI*=5R@ z=fw~>`J6v|F%?Q2QA4n8_!e#(oSy{y%V#TOB3@ ztK8?;G)?Mmr2-{SrnhgM*&jP=ShQ}IE%AKRS4Lk%Zl?Vk{y2uO?&>?8XESZMUi3(2 z**0_(zx5(NQ6m1B+EInM5}w`R{DH4x{=MJf?Aq@;=? zMfhauHBedjC$2Bl_X`6w=jb+(ztM?|;D+An|FjGW=tB}JB4F3Kit&lSq`55N(r=bF z|EflNP zbJ7f&nsBB)QI*8|HY52Q)#V_c6~7~Rn6eq4O+_y}jG{W8a!4!9BkHH&5lxK3i@zy;3V_R5(-)UKyY7 zo-C24K2}J5P?O8t%0~*MSF3PWFCPKss*E$J#R^QrJ=K*NUGJ;0mZ;Xo;Z&G=fd!2r zlYUHu61%`M-J|1~if`QIEW(Ee)8)~6lywWw{Dm%L;qu-yk20Y;CV;shI#|X8{7*4#);xeE1 zsCapMmGuw8o`%0LnDVzKO>q!pGVZZxa`YIIE``Th>2riT@K-826reoq^Nga8*%dh$ zALyA19cWKBg>huxj#YBLXixdmIOc+$jj~BwbHgg_Q3}T(y#Rq3gBZs`2O=|hQ}=SM z1;TglpV)TdFZD{X zq=kB&1~(EyjD8+B({(E|X^#fIBXMqPy(U&{ww)M1VD0q;C~YV{*n9vs7L^8Bv=?E zSlCz39|`I;`TxfS079bxgirwXC{W0MMF2?V4+8>VfB<-}l0PK>e~ta2L7=}h0EG01 zL3~yH;o%@U02%=Iuj-HR3i~6#qXA*jAv6Fa`G-M!P5%Eg_D6z!&HMrQm{6pc(3pRP ze?&}pWK0mutL+a-{(-<(AOH#eRq{uH$ARSk=rB01MgZSy{tttR3lG9YK>4=a!hc$ES`@c4)*_{c~EKvV)0AOQ&BHT;K20q_`vSg?PSe_A346M%?Hgak1H z5Q*?%iGi5J*l@2E0Aw^06qJ9%e+&c?Ob8heObU-j2H+wCyd#4ldA0rj)dBt^{KrQ4 z7x_oRqQHm$%lm6mVj)q%lTwkwQ=_53#{T~R0Z0TiD7dr$aaxEDfDQUL|3@UFL&K)S zL}$Q5VFZXU!PEUW)gPLh6=3{V^^azSV`BrTvI8VI5g9m9AhAC=Ck7Ej_2@M7NZi7J4-nNKlKj6#WfcW{76rJA z;lB}wla@r~m&9WJoBvz=&HtmMU_MA8ip!8tC;-e}Q2?m2awCZ*%>1ygu4gwb|thgG~B=k^iT>5RQzwF*YbUCn@QO37V-t+4{e{2-^}m5&o#F3yRzjxV`KjB{NcL|0DM6VjcmNrt|p` zB4j14xowOuZrTDxl*L&*QXwwOz& zqB+k4je@zO_zIFFlzamnWijcg{1^OMD4baanvHE>WJ_rfF2&qFCrUwuj38V62|jRv z;^B+VMA9pzMKX!HH~F@Yv$DY+G!eRl9iuD5{sGm_cY%4ca~3Sz>+ERjea zeujLyB(O!%`x$9-O>T>qWAp60So56l=*mzN>gJW>cim^xk*TZ zT1uJE1{8c^YWWSGkZZkC7#mp?NX?ZC48P>Uen7*d!IprMl>xjPukvIUGU#PV>`uKlv@Aee zHHF8k@H#s;5IaeH+ukIMXE6aBxEN%8YLXDRs)}+zAtgya{LWul9l;^7g)-jMVlZus z#b&0BmwX#U;%BFiIj1$ROpADng1%Yi z08TD=5n6hDWM6~}TGSn36z|~Ek|2FiZnDI0O4`emK__(8=o9=R@|in%rHL(j1>GM` zjfdS*pMf#;U@aK&8_rzgn7GwrQm!)>$tO3Z=v_xj;*Yjt#^QI!%)-x z6HK5n?_M~hc1mnT>Op&EnzFlI3h{7G2LzFbh;&>IB&gPA^vC?~zC>N63}=`U(d!6# zU2*b32}7gbVk#a>? zO5pf@j~g3ge4-lEnyF4bE?BZklqV9P&#+GjMZ(z^r({qlvv7>WF)q>Sb^pM0%;|Lc zOWcO)u>a7_*M>DcI4HL$?6i1Wd&pR%w@y z2$MWLT34vdjB^b)k($Oo_72yN<#$8&HS)MkSnPkMZ%;bAww`-cDa4nld+cKgwEI?% zU4*ihbpU%x0!;l?kF-vX`OphMutA}Es-9dhNV@s~$sJqU?CCdy`W38c(!}Z=#uYEn zbbrtZrp;#hw#UsMsqM1x*bRw1WJfho?NKa{_PGh&$3KcVl9n*)J(F{EFluCm>YyBi z#oEX*d_2nHj5DG+xE}TBU<+nF-4<)p#5Fm$PYEYBla8i{&C0@6ktL*(TRrGc*Z-8` zV)z5pS@VoXjS8jXsUMjM(bzTN13IElK`U=IL?jG**3l{?{d4i{2Xu6~!QsThEGCgV9 z)UUZO0=I99G+cvPNz@@5k&&T$-1@vor>s9h)>j8>Tb9Y^;QD z6E?|{6?PDjpQq9*Ao-PP?|Q&Bce*JY-@~tYhK*YqI}W{H;n4f&aAR{a1#RK?^9h&l zr)#HnIGVVwaQ@2%LyPV@{=m7mS0{bcOc$54+bAoORwr*xTcky~QOYJC-2H-};@S|~ z<8%!WX4+_c{Y)x79Z9z}LEZ`{MO^;a@-63t(}Zi&<5L4)5?eBv!>#dntMR8>)3(*} zmV#u>$w*vxH361w-6^3_<+tZu>9NO=Z?mQxqJ<8ND+q|_I6g01Cq0nfuj>jpt>d{M zts8EjER1$sn*C`!eI|Bq|3rB=o}`FRMpq(JwS8J&+^n<2a>{zrepc97^|GctzMQj2 z`csYvJdDHQr8$D>--xQNH#P+rHch|V)okaj-0=D#PI@yMjIZnKebVICbPcb=>5Ski z>lO=(>I$vWVV6Tzq@jF&gzCrw6#qQ0LiwlpNbu3Dpsk@H}h)2^M z)6DaQ$B%T-X|xaDHQ7Vz*6)*=^RlLkt%?J?v=76O>9Hu%=7P`jjl+tmU67rCN3yNJ zkjJIV7v@1cQCA-ZtpL_$_i$bt{19tsSKFw0Q30Snf+~T|&^JO;G__z)xw}Ba5}9Y} z;Fx)<&wGjlOYC-L@WU65;fwBUhrtiLo*suz3f0yau-0$)Y`ZksLSF0wSxby>V%)7| zP~OuTbS4EK&<1(ZYHt>Vcw>70lJ@bPLtFb4;Nxoc%`B91(dh9q;6&3=mOC)YjKxn4 z-yBb!`!*O{92SER+&m=tN8L?GRM8m7*C6$&T*A#VIjDH(n^kk*fTT$n~;=3l+ge&8rQ6l;e9=HZ*#vZ*OMAr@YpX2$!^APyj z!ixc+Z$n(Y@X>r1&?JTepMl=c%f1(U5hPau#z4=(Uf;af@V%*+37Js#d#_Y{U(isf zB#u|qZv)NHH|D8{lA+OLsVGH5L7pLDw!vClK*sB&NSGkoYPzT-ia2pCWV`za|0A!m z=BWK!|465=Lc`qi(zMa&slMIO<9sQdbg{JerWVu58)j|@#mVr%D3hZvRs;!XbOCo} zQ53SFf6P*SUE^GiaNzjU9q1B|H3;Fp+tS^p&}#T-4aMjZpaq6TVQ8xw(z}}&#>&{n zg6bqc;|F?#CRKg=R)Uby7n*Q@pP?9>!UY}PSn3=X zjL!|KBgt*s%pBH)sjN4o$AcMYuFqZ0A=4Dd!f^7wlfd951KwA>}jmA};%eWERKI5PYlGvX4WI zlRQp)_AQhZz)=JPg^zQR@rv*f3;Z>5q}`(&5tI7+Ese#})4EgT1ac*G3bnx5$0a$n zN4aF(vA{+8FYY9;BOvLKXa+*>GI*TIDL+_XvC)gbHx}6<9QVS2)WXE&MCOoGW(&ZC zMxvcSrUYc3!eGA|n*8S|catDdMJ`KRJr9qeBmkVHIaEwCV#6F4YlxTm`>q(1w_wFB z->kK8Xc#AAKBM;`%F8{b_9nkoClfXeHZH7yO8|`Q?lIw<6x~|R@0+Ghm^vAjYZ_Ks zrvnyjeeb?fTK1*zHyf%ne@XXBQ4($L`cT}J96pnB)y*;Bb_GlF9_2}=)EOy${}{7S z2W%^lhQW~M#tw@l50Ub#QBJDSC)o)O|+`!(&zMfFX z;uqBz;k68HwJ7p6T1If~E2#ADMU@N{Aun?91}iDRa6D$)TKd)6doa34SuG1A)?-@D zAw$NCa!M&eC2x40&`AsGi8LR#%YFPcC9z+))5&~#G{EZwtjI6 zJVoe41ZL{+Rf{C74&HZzPQDH^J@X=*0A)nFia=K zF{H@1rA;4~n=*Q?;OF^yq}Saw+REcHJ~nV{w^CCSWQ|sx$f7-V*A&pg6yMfY4TLso zgWj~&ImI?)#dJuJw{uN5q{(Auzl=7IJ+^;OjvHKQywFy3*>2#!>}XA@pb^NA{6ARx z%ci&%wv85T+#MSC1h)j&KnM;&5`t@RcX#(7!QH)acX#*3-JJx7-C1ircIvzzcGdm~ zbAFlCJ??Q0jl!SEO)yf;Tf?wcW=(YnQ0Nk@jqWr=Nk$-u{z4z9HB+{Nkd?6}gSFbrLz2nl{*+87Z(DqKYG5x90bt+3s^O=ELp zDWVIUHW4m6R_f7w(Be7b(Q^>d8zMU#a5NyAJY4WNeo0b?a?#cNWMDE?H@brVATVWO6m4)$_P7;;DM~HEmi73z;!;e8mkt{$%>ttuuLu?M?IuS0o-9 z+AyEibdC9>AMe!CH=MStVWiWp7sBdcwOL8u8OpI~x6;9h(b;;LsWaKRZS^v%M}JgSSY*>(Yuc}~({=O_H^$qM7FKJ%w}c2Zm)O~WgTaYrq8%jdaerg5MaTv+5( z02@NTMaisLpa0n0yVSuI&D_G!4*T>`fLwQ+<$}oxI@{_@p2x60^XvsQOoVj8>&cY( z^OBk1h=t&E(h18CPimF$QBB*~Vt(-1#x%re4;@=1^_*9YtZH3d-mk0*LYo2)`zd(B zgd+FtGQ@_Y^63WDaJnXBcHB$rJq90;$??_4*lSsC;EKeVy$zfd(Yt&PVHh7NE4LzF-Ab`tII!6jSl#IwTYqR?R6toLT2-}d z2RbY4R*^y;bLS0u4esk?f@kE0Mb^G>YdgQy`fcRyQ5%LYco(T{NgKU$*RtO+d-dnq z>LY3mLR2|?6(k>uaz-}{qrHLqdGb_ndkbx#czF^X4cx4|uNw(a^r||`IqXb5x=UHr z&)BVqT4<2LS@PK?WL{78>h}A*6gNI2Jl_3wwQLq?LFx0#_2{0lW_J(SeiPY|qt!;$ z%Phw#?3b2JLM!|YtKDZr}>RK(Sn6LH3qUa#F>3WvL1hxue{hoEyEtK&_p zg%9W#??4ANEa81<2R0eAGH0u+X-g+*;mcM#7Z0aTET=D@PlGZVLZZ%UkWbXJ=VH*W zE;Dv_z4mE-Y|gz3&W>4K2w@$JR$k$DTm-c*^qZ&bf8GHOT}oJ$>s_8vWE?ZI9=-W+ zQRF%0r`c>qwvJqJjUjgi|8o8Ab&YER_w5sM<Fb?<-f_mbgDdIP$m;dymmLw-YsE|g9@aaT&gM*^Gy9iwRg75C z@m>>*Ur_?L6+e#5<$D6!Zyuge?}f9~P}i2noqbprojwd%p8uxy9?BzlZus$-wvJQ3 z_5k|P*Maf0_Uidts_P`E>cQ{zUe)|=#rjU2^;U6WA9M79ru12b?R4LIso=viA={w$ z=Y=x)yLEKTW?@Ha)rpNRkF%@D=6SZz_+Tt3*}wTeA*a>s0fPn}A5hs5Qczt?3tQv? z87xghb^+e;w&x6u?v(a5F2Nx2gfQ{>_&~0f2D zMr5>dj$c-j^M2#!1wFdO9{O#iwHH>L$-yq~dpmLJBY=*r-|bMiV+ak6C!ceV!LJO( zCWhGCbQitAM0a;BnjLq-I4Xt+H4t#X^dw0WMN!8~e#N4@*8HCBgEuA}-Ls5aCRXzx z9)ZFB`S_Ik7AaI~v)KyskC&BT78# zrc4I%&15~1*bW-(dli7CB&a00L~a{h6jhKxkzwA{!4eY3tiR!z|pWqv`YuN6<}`)-b+NQ*A1 zgSuE}D!YtLgT|b?#H~ecD?7WRIXS&Vt#XB3+l+FzTdHWa7``4(w1P$Guj{M^v%2>> z0pA7iwchK%$ZS~J!*IaUU^wQL#$W?0)OC{`s?&T!Q>HaeIDme$@}*|qYRTlhYTGQ& zdare`nH{;e{4%FTvN`?h2>hAPVa^}*c97U+CbsynYjT7x9ZLjflzO=p&?W7{mnr zUuf$&@I>C2tgAoBH{u^?h~p|eXa#rU){e3hW3XYX~W4ffz`+k^6?yR%)= zg3E2kz^M!&6z*ny5qFip=cIOjoZcZ@lEC_sd~j?xCBU@0`)W5@oHhbAuKe5uRf-L_7ls(CuLsQh_65O2{k@_!pfOYjoaSB-oC|W z^_vRX{!U4BswzfBLl;hXGS<2i(rJ=>q~`aN8gW3fpPyzr3_mZU^=i6LxfSbU;8QHD ze~6@5(3mjn=mtDJp@cL8YKW1NW}Q`k_Ko3G9LFOC-7dZ~+r71&J`BZ;9b&KIR%|4X z+fJC!Gq8V3GflT^aIZx?pbtC{=DbtyopbuB& zS@7F9$IjeVAJ<@WaNDo*&yVdM<{z|c+wOO*z4Og9e?2rb0Dv}j{u;X6!?z8H?PjKg zCkhCxcaUfJd(t1prGs$KCYU?`+~cO&5rk*U=}EkSU8vf3s|MKxAlX91x$CneI_LP# zv_iPAI=~NN`Jq+6$#>`CC5&Di9XYDGOQtqNwff>8kodH7Hcv48rNAz}+{2J5m1YR) zx20>%lOdZw@6cA;rB=_=06TTmpsCTd(a4HXWIDmPJ!I0~b8?4&S#2WS@zncPc696I zAO3GS!#Q#{X|7cpleeL>L#|Nrsr zpGkkdj|E&cWgYIBvdfTN04|$6*JpEGgqB`Api@=k*dZpl2891R)ucZ|_`e2trr_WF ze|gWTp^ERQ+wEWcAF>P3^7g+=02}~&fDKg5e~3TY{}O)yGyn?vKg1vUALtJS_yhf+ zp#O{e!^8e}4*(h(76t$d0|g5UfCC`FLBagn`-g*w{s6@PN&-Ot=Kuhr{=@!P5&%Gn z2n~k_1A_<;^;Z=D8wu(S5;XijHvq6ONN~_d2vC2xKOD>-^p6PjKS=;&ND=_^uOt9J zD!}$1?;i&KZ}lG)5&CcS{}1v1-zoq)Dl`TF4+94EKjQt z0BmSXY-sX7F#w3`|DPBD91c1R4kq-U9snBb|Mmb}fY1a$Se$>y0D!3Q5b6IP*8g`E z0FneiMIgX|Aw^&waJ2D+75T6T{j~gJz4RGfH=>CEJSX8`79DJzEe8fP0 zAgKVf#2@1y?t>7(RS59o14Q@7WEMf;fs_Em02*Qd4>3Tb7_<^310aShEDkUeCnu4_ z;*z3=lmN_S0l~5;l5(&r@{ke$kXs4hu8b+63h??P{UfXWpTz&2NMASsyV=TMRqntK z3ehkUsp`C;IJz$-nnTt3BZ+L^hts5L3dT}-?2lH4Y6>SZh5eC9rE80(awX#!w1#Vo zX9^W^rPHPBO6E#cYe3V(b)^dxx;Tpjt4nGFk1^0!9|nCvO%!biaDXQ zv4MmhZ(V2%2pjPR(?SzD5h+7Cs3@`m$R~Nezu}qB`OJ-fbf*`gxk1oHDYs){@IwgN zG{YXlDJT4(>y@6$Lm*>d%?HEDaP z^%(5QMfR5UM-w4Ktvr0H_cc{S=B>dalhtKr!_pO_pN6ZTPi|Uhdq_gc4!@;xj*-0c zA4JEjyEAEzH%iWNRlsgD7}tBxU)CA5*K<j!@6t{3g@sR&Wh`M4`+4WzE*4y_BfDS2!>1q6C*FmQ(q=z>N{mWJZx^Ht|=ks1q8!mdZ9{8nR z`~HAhbVPowpZxTZd%&C3WB6gGo%f3OyKHovfomH8J;&Cxe>F{TGc5<5^B*AY8>kAWr*wIhAtSC+(*8&Vrntes?p*LOm& zC1s)di?AqSCZ7xt*@BpvGG^x`dcrw=SehVDFBc8G^QbbDSynX{`_@=Y2#Br_7>BGwVNFxjhgKc&0n%3w-Vv2V9(R(5P1=(U8B*G- z@^IlW+>`Db!qUES9tz*a`bGEA=!nGuS7wVr?Vef%sH7e)6Fa5bG{RYb8rtMQg&&U8 zslamaV`wH1ukY}UZLEFz*oom=QpAp;zG$ct)Vu`-qgP3tHfwmn)}WIp|8aJ=>nzCG zY|BN{q@(nd%Q_AR3eBe zfn+Cxnv|Zq6jCz-&TWzIFO9I}ZD;3U(#SKreGW^xP8Vg~M9Lc)FiqJs*Y$Wi@JVIH z(sWYpJ?Z|Z&D$ZxFr}PC2P36j!rAXmSGgw7rfLfevmzMIsX!_g@G%2MQb^CkBaC!+>_scLWcb>jCxBi(f{C~i1DWfmpnrtxsPyqP1g z2j_4d(R?vly}C3)ju}becyZwUxAJnwEj@O=rLI?W_ISbOGJG3VIniMW$AvD&IzDrm zY{PRMpH{;!)*2tuyXWh5c1U>UD_MKq4O5BL{aKBNej;txXljPt>yX$Dz z$o!pIWx>m%_kq96&G}9rCs1X+x0C$#;ZC4HJAP2YFkL-U?JLonY5H8E_o*U)(70*c z;8z72W@X^J(rE{w+jjC7R)H|z3CiV>DUqqpYg4 zd}HT9pY&ZLz_p&5rY8A&_|Dr$d@|i2P#&{6lHjtdV{hou6CY{|$Fy17n>Z#Rxb$KQ ziRM~;mRkE$^P@TN7P%SMRdU;LUr9Q({ z*MfUvX7kPXOF6|HMX$VXw;t3A-gDRx@Nu6dq*3)W0PX7V$1luUz+jRDD?7{;4YFI; z8f9pgL=>;$ufz|y6IOQvhiwMlKLv)GUfYdLKKZHHUJXUnV+ey~Zq zqiQ1BIy3)Xaa)EeUBb97T&I9P`&q1;@jR`Ag!a*eA1B2JX=q}{R$GIw(lcDH@ z3Fp7fr9QNRlcUPzzO(X)!d9K(tKU-d2<_+H4kQQ4dJMMQ?^ken(#0=-@qL6lU7mNQ zgk2Ao;a`0C7TA>e+xVp2r0ce@zyGzF{D*TzT+X@BFZU@F7-gjn7q39Gifi(MgzqOL z$7If}m-jD@YT=qAt5cSN1Lj;a4kUS0ton}O+(sMD-mL&v-UaU+ZdWn|C;xgchfRc; zLfwi5yZ8-<)Y~_e!EPU%v<{7Y1G3?3B;0HFEx+s;>*e`4b-8rm zK|bC(jFQ%viFTpcmawXD&jB_?dc^PW9j}A&t2b;_ol(z(1N#wttDM|o3#|wSy{5SR z1D$Qx;GI|BJ7(?$QaF1n7uhUcpj(-Ei46D|s02(mSoatOhe-Ivclkd!2i|1`G7j1^ z^Jw`P%hg|MBo~@~0h&C=ICj1!24R>49>bdt8QTrqdbjKcx^FokYy`Lv*hFCkM%;!( zF9yZwhSJ}Kd`xl{l?+)64oFN4STuH_loV&p^XDJ*$x=YbyYq~}4=5Y7#~;M6Fb*K& z(R9vt$*Kx(A9UH$^)8GK>l$z_B8YI8Ab^qd%-<4_F7mYI=Fy@fXhn>qJqW(Y^3dY; zC^wPM4Weqpb4TS0`b6d4y~o6`KzJt+wUZQPt?G6V5^A3muGi=Qdl0aG7s@R`_+uj? zhQOCDDd?HUwb0m_aL{*k&@w4OHyIxChYThBcP9$^sJ6jyje#IEdJoK{po2SQ&_NVv z!HcueNj*3^KA&h(H4NkRJ{+4j!bUHGwFwVK%{C{_l*p7G4arDZHENE>H~G#(#8l1) zXwS>TAfO+&eGu(^@IxjvPLm+oN(6(HApGXQ?wb0?Wg>CzVED0aSj+*WdmpuDY_h2u z6N!`HobPby5)D?0!{IjCra<8(OzK389xd>)*o<3})V>M{Pwt9{QiDNRik={d@h!GL zZuDucvo>0CP&Q)DxkKCnz&z2R7bW>w^M)EaC0i;6yC5moNOHXlGu^{j%s zL_YNbjiPkfOO#NGd_%-+GWC2erELC`%qIGXprPzCq@Zr8jHu*1qmtN#rCj18YAxh& z1D-rPJ}jPBvy8jq)ZwLc;AR0qXwl|U;pO*?Ea4P8q!Ziw-N{ZJg<~oUo$^ov-cul+A4iX@|BnFQJ_>7tW$%q9b9x1?goDHl>-$uIs=YSW$EYd?l)!P{+bx ztYoiBFfuDZSpH!~R1&2Nr$r478=8bB1H|A5VJ&05N>{On6uf-^5r$V1hvQXA6gxpx zV!mo%14^q^B+8A!3816+giRFTPE4vt81~0(JbRvBLs6!BH8jKkhORO`85303DnXQ* zduL`!b5T@{TqR@R+m;GO$~w5pn%R<4y3hj6;%pKA+U>m@t!1E|49?b3*;kZgp9j=! zpH%vk`t1Q9pH$qB$61YZKX2G`OfM^+`6?aF>seY7=ovzf#0_E}(sUlm9kLtwry6NC zi%gb_bBF2+ZHxRRemG_~33fHnUN%LWS6%SMzFWpAw?R_zaSck1K~&AND@AH8h1DOy z`NEGq11=gY&Z;P>tgkMYbgs=$Ey9Dv-&3y_&2H`{PVU)grZp>+AZ(QBDv%zuw0Ui* zOLngrX;KHZG{Bpu6x`WVspE~x*d`a_)2HHgJz_cOrrkYOBO#ZGVzrMfw^A>swjH;i zNVfj6X+L}{JQ>MaW%T!7_7z>q4mqye(dcwbMeBF%ELv>10@sI5*3}@#wdWT#4CB2b z*V)_VriQh-nisARzl$U4NjOe>N^Qim=t{C_Us~>tO|JZS*_nsjTaVJ#mKuKRj!ux) zyJVg%lvcj%+K_kTMQl=gsZnNW+w)QkCso$V&(zd0ocjEj1|@(;%hVw-+HHo?GW3|f zbqwTkuNIH!U_43CDueUVh$WS%`R;+YY1SYf(QqGLl`xpAcHD)*)a#yxXZUK-kJsGo zdE7v=*lsD)Of(1+uUW!=S72N<_}i^blcXubqjfNKKvcGSyvFpqZAB}}Kzdn8d3XjX zY7f2c5PlPW+UQ`7ZYO?eN36wQhxm}=P^9H3Q1xlRl&zIWv(kdF#hkC?i)Jy7Y_%8( zLDFQkbVR#~#$c`mj^a_;N0d>>&+%!2F(0f!{8o&Ei1@gs&d*GZUrD-?Px^N>$G1az zOT)&8P)D{J#y&8WB|c4rGU4@Ej2bjI$UHS3Ye30A;cN)RO_(=hGEdgBP24aIE=F|9 z5sf^{BGo*>k27^Eqh_a~qToJipR-3D{6`0(vp`QG38y<&%W7)-Zs~3 zF@xtherYpHFg#wpJefCAcY(@vY0;zoJO{@xk03BGwm7Zy&_Oi@^wjk8O`G6LpZzd} zjP^WL+gvD8j)b1I0GS3CPtVM;@Fp3V4Yo+UJSpc8>~xESUCvtcl#4xmT1-S8e<8+i zAer+an%}3G$CsTG9IJYdmIIQDr&*cDYs1iu1kZq%q_7stPw{f)z`a8aixCsthl}P< zZMXtcuqVp{s42YZ<94lJmh8EoC6>1Q<3XNF%;w-!(qUw@eudYSS-J3)vXkZC9^m@b zK~~uX3KUqyf@OZmX@$teB+Ip%^xoM}?=r370n+urn31N@1zPn1uhS6{w6z=arN#6` za5|b}>&%_tMoad(rsc3sSJ{)?8uHpogJ&L!C-$`9W+KY8h2YdLnK44EW!ttAgY-F@ ziy2p_^@Yeqz4TR&$S(WS8H$W~JE-lqYxpneJ-eQ>uBDx@bLiyTV-L4kCADNXpQ5x$$^tscThlE z>g_mV3N7ZK!7a;OTdy_Dc7edhHCNF7ujk>2)e*i;)bv+2XwKaEuR?27Lp%OnoyVFm zjcrBV-P?4sYbSuiJ&*0f@--ZreMR5H6O}P*D~#ImMPlupG@4y>cLbfa?ef-r6ss(7 z1kPC`0ZiJ8Rr|ghag*u&A&=1J6l(q8*zu3?LvY*CnC5DZ=gDx}j!oMV$@tM)*)|o( zVLp8)WgK10qUuEb6ux1gr?thGCF<4l$mV&)zJ2Og4r$!#Y$f9aoPJc;*5^TYrg+ww z!-6L-c+QQsa|Ak~`kfSij9>W~b)W1anrw&5s_p)4Rp|6c2>tZnWxWV}C3gHwLFkOs zcRnWaBF}0%nQf0|;^aZ-B$Ne;#S{L^3lOQ}Lg>}%%ERg+9{uQvW$|~(1>ncX8rdP| z`syS4606pY(de~q)JR42WxG|um(xR@^(mIMIRVyVxYiYz%+aisv-R}B(Ux^V@`0oA zo5j{{uJui_^>Ya-pw3IJv<|wg_oOlF2;+G@E_vTql@qKEMQm%g zj@cV%-s8oQzZENfw+-EPq;`k?xci-crTDtZ`~e~Ad=~6;^DVP+8vWLm{04jdF7vsLxWr6pDmf~Fn=Di)tT^{+#Jj<_6 zYsNt9yI;3(<>Y8N7?0m%4u^i+e)PDlUwQI+O?w2rK8(CvbbCFIOx({Z{0csO7XJL~ z{fb(f*&6b4Q7-G@Nmt?VNuXtvqqv+Juq=FrgXb&B)P-Y1G3U5Mu23NTvOGB?Xr>I14Ik`F~zm4 z_F=x(y}6<0w+2P>;XJlk?_U44H0w6{qk5r)^88Pf^90R-HqK)Wa0iqG(IE%{LDA^U z=-Uc&S8ht(6|Lf{qhd17Ex-L3?}VK_CGUvjO+LT2Ob0{!C(onAGv(E*h7K>mOGZ%@ zZIgN%6%Uim2Zx8lO!470%{Fk(|_|6!#J9lr~;f}9D#LQiEktidBbwH~-)h|^^F`^Y~HC>Cj zu6mwYqFDg%xBdCa;HkK z;3o{90#(jd!q}L&v?*#r8YyX`_h!bqL_c@n&^=6*ett6-ds$?c{`z^ypxD5WQR{wK zdK@Jn?ZoFTslK%8o)VXSD<-SXw#whLvefF(ty3F zJlC?1G?>BGRl#5`A&<+UH58I z*j5UKp6}(XU%q60uSI4-aGSJy=yS9GWFq=_FDuXYH3uWT=z}Gp0+q?NKi;m1gkTuZ zZ2sDV`k9V@NKNVI`$8H5i1AN@^Y>~j^HvNH`{+))JWw`?=zLN~``UNm~qKE8Q_jJX^Y zWpj-RVWox~PLO@RIZYiAY`Ix&nO3>E&YuzhJh0OFIZyXX@l>T#d_|BLxqcVmo7($t z5aOS2VTi-1G^#ycow{pblmuS-#*kB-0(S~R9GM@y`cjuKR$`)-DnHmh52}i{w6y%& z_-}d3Z0-5DyatcgnB#C_6Y0K^NPycU@@da5v`J+@s=5g?614hLLkk1Q-MHwP#-0ip z5eiaiEhav_ zYC?$rlRm+KY6ca01|<{IcQ|W;fmPYdsMAl|WRI$Y3Z!;1ibMv~v}!4|_F~ns%CbV`3TY9ktZc8QrMhHSxVqu*)ld)k@y=;fP6&5i6+QBI6_Qn?|-pIz2e zbDw=%ZNh!eKJ)o$pAklVa`%cY9>LS(6RrAGxRJwOC4eu7<1ypx`OKcCvc~E&se2rs zAP)V%m-qkX@U{Qp@c%#N{a+j&0R4ZWc!-V<4F&P>VF3^hkNto8_y4uO4+jVM!{PsD ze;*0~fP?_R`dDl{r896SWPqar~z_@Vw0@gWoZ5D_0T!H@W7h5sKK4^i;{KzJYqG{zqe4-b!l z1cM2n#6*Pq!{MPZ|7(070Sn^aqrhOH!eB#_LN@oY5fQMF;IXlw{|)4E0hGAN@VF>& zxTvtW7%+GMXFNn?JS3#Q_V;;!u-HI2tUvxe2JD~NeTa4skAaVj1X|j+*=5ZM<#engz%OMjt0Q-$G?ZBr@==1TfV15BBMjYr^mo$0HQL&(=lS< zFyde_!LULg{NJ1VEC7C1fH5n;hZPXTii^tz8Ab$rVT0yogJ*e%LG~Vt=+E*#AvOov z8xCATPPjkvJr^k^7cDY31i}OK{vO=tg%;(5=Mw-Z2*7@X$oB%+kSl#kAwbk$#C)RvCH=P>hk&~f<#GYm;WZXC%mEXY3=Um1uX!9!W2=; zdBAh;9-GWl?1X#K2@}2d2kPr8&6o>J8106`l@xV0CBa@Ii4|-Y`&uyi7Mz;f-LJ%K zKNJR)D89Bni4~itpQ02Y0#-$tep75z`u_9@eW;F_h}4LFSSiNa(E{Cf@L{wxv^hV& zfbe$-G@TB~y$(+4XoAI9;Sweo{Wfeoq6=8*8KwEG`*Ft0zd|yOWM6_##uY5S}~>P zEvj#3Nay2wmEOsJX)-g7sAd>8Rj}g-C8CnfxhD*7*A`~T4e6Ge2qfs_qpD5@Ba<=@ zrO2XbT*0-1`mnB4oNgt7J7o?oVYumY_mL`9rEY6r`2|H}*pK>>E{%&?G((vKX z&mgmo=8%+daF5u$D_@(iqSg-7a#1ritWIALE-M}0=JD;ivafNig}#HCvKuQ>mWY6+ zyYQoiRS%+0T2)=FS*umEu#+hB$U9j9y*561SyKuqY`{$o#qtffv*W>iFE+d6kfw}T zg7mOys#Sx2^aOtEnu@^rl)BH;!s2pF)LYYGQ2LSoV7dcd;KX7Zy6~!+o><>;j)ykQ zd6Yoq)xv%q?^ulsw=7Cee^b{w{W^D#MQCe@Lh9<=1j_}8vMNj7l+!7xLd$8L)Dx=N zy9kzkAP&qtyW32!7242{CURM(VXnWlCsRA+BaA9xVANl zWwg0PY_QDndg7e@`B&u+&%4t(;|kV+nFjZ^(;uH+?-&-g&fG1e@YR`ycCenPo8C;2 zK9%l$DSthj|6n0_G|{s*`b{t5Wp&iZLwIAc5x(XI&C*FnLucm=LdUMu?=W;CI`i>mBrjQ-xcMd*F#3l+}W1aTRXEYzttYt)6k=RN!e*@&7 zE08TYk>a6>AeUuIG&MIjlZDGSC7K&V8;cwm&>ux2Rvf@r#V>N2$;1L6e4j z;!xk=j2`WD4nt&9T$QuNoXL!aHKFCl2Dt|sP$AhH4Jd?F!xk89V&fD`cPwEdzXjyB z8#FOX)YBn!s{;cWRD(8=&RyX76S1`u2e7C>;e`P??@j4@Xg*dY`*FOXEQFF~jjD*K zPa9;lRSRQuI7nqJ$%O0S@W(x9#>mb#OGB;7iPpZQ=hcr=y z{HsVlvXEbX7^Ml`k))=RQagE3o(292WG{B0F>yelTPtj!%zVIIitMA~gI6Bi4@_|*9=Z&+($Fr>mG;YSUTNQf|+br)+>@GwMWZ8ivOBq~!^TNTrq6~WiX^N97d#9??_ zY6DX9cTGtxT&t$3K@X`MtmrMRE<%|xic#=}`)$9!k|bLsn1zp<-D@SHX4`T5nzwd(iN-bsC(MYNe(@a$d z3DBxJwgslQ!(4myS(M&5uE?BH`NXDxtq?yrZP1iX)Nz8|fyAzlzXwwhpcecB(KD^s zmSzoP!wux`kDANWJg)X@pE0E~EvB}+48P4SbGd~RIc#<;eq^|n6xV>VHvhfcYr~%U z77bCjOk?r3+_<$%_HvToTczwwMNQM=C!-opT42IO`GnlndN=V(^y}}c)Xk@h5bvZ$ zALgpW2CWpjV^?lsZq5N5JQ9)c)R=U_ra`Q=i=52I9lLMb!J?@<-W<=nS#k}UyOt@2 z3w$96owqa1c^jGTq&woqji3&+{Wm{)PKw2T&yEyXjwxJhOdPVa4JCi8@oekb%s?8( zBee@;^&B_+;2sk>x_011aDENXX+lx#Xl*2rs9*l5eC|cWsnHIzBgD)9G=9~=*mS{G z;bJ7~Yg_SI=IoYb&DAt$?AgfhK!UrW2jTVB$vI=!B=c@`c|0?W=)-kBd z@VAsTcX#}_M`y#+dJBG=KK!PwyUe4XLq$EJdn)Xb)P>+QdXI4j)n z(+Jj8ppS_X`QO?~-+x|8Ay9MazY4eX+RyxOYtC)-p4+X>&vQ$Ov8cgwz8=^l>>#?} zvtwkJwcu^ZS9()pEVZLbOBjo}Y$^FFg0xQx!M2AT6eP$KnQ0|4X!u{lKyPphRaERUWf>d>Y<9 zeWW50*#jS|ERQB1jJ;rtrUh5815=qr{3<*{tzRziCPCe=llp#2e)dUZTUl1aa3KZ= z!Mpf&Qv+ThMIo`GL9TS6o|FO1s-Z= zhRtvX-0?)FszmxX{s61uuSl9zA4Kvjx}0tzwU~q<9NOqjV$?WC&ou^0(0HB>`UJ4W zLYk(uGl~cY5vqM8ww*x_1QCGEb7JBljS)Om{$#E+Ez*w&qT!ls3AOBbwgD&*KnQlv`yBR^{1$=;7(O5qIHkovBw9&E>4=uxEuYdX7h64#?hvn|*p~8+ zx$;o*y;=S#{m+g?OFXwE6|7A2lJESl#r{7;6&%4?O{Vb%#yO@bz_*9F#@`d@2#Tr0 z(t=ZRm8yzVj5B3YGK-Ll1Z~np)N>7xOV&P?Na)5Pg+&w&E2Qw{JE$iB9!gRn^{gY@ zYBTskip1oU(h}*IMO}==%2Mv;e8<2t6MJ}_=7MwTaw{kpaC5n&0t`?A0KI{;M3~!o zSCTN4ucm0W=!P%J276|Pa6wdY#aAIZS-y_!ghz<3-du5p({n*{8}zz?qmW8KMLwK%z=} z%uM?sWnJ|&JyRgcNENYO<=HE8HR}|ru`9|0aut$sfy9Fw`cM%`SkRJm13Aq+GrCQ_H55b3O6TO;?l-f6!AnkDMugG;@G?K}Nf;*+FYNgBi)M{NrNQ;YVuqQF07Q%brRCxAAMgzAJ+*ExaZIy|=A_vcWE6C>{+%tv@W8b@8Spa>y&H zRyEJ+N>&)aZ{)^m&@Zj29V&Y^t^RgYF_n_Xz}I9zU>Si}qZd<2>W*_tR8NkT7gK^U z5tc%iiVL>U;v9reb**YVN>N8CRPU-=1LK^6n_(83RHR!nHChIP>rEeVJALAQsZ}*L z*Od|DrlhupGS-bPH)6js`ipNic$Q?#6gT^fARVE!@OQP>`DSrf(~u`7{&;kTM+R~+d*ST`7JdmQQL3$@nc?HY zgd^+wgYqtAdNCvUh>@)ky&s4BWkx$?1qL=-lRMml<2?p?7h^L@#|4Qy3PL7Y-w$4! zjtHIvtlJHHo(8l)Fzsj#9D9< z>3TOdiYT!7pwUbqy_jUNWEY8^JT~WclI6>UgI_XHXEA4ZITPx+v{H$3$u?W?oSj?T zEB?jrHWiptzQ{E?^s*HE=7PUScuuXQ{%1OFhakA#664eAP}K9{qrjlP?ARUSR2B1b zmtb|_YunO2Q_~>n61r#8*y*&qPgl76vY^e(X1OgfbImf^$|vTTmar+F^qJR?ECJ84 z>(iCGwl(L{vPYz`DOrSR*|iMIwO6#2{MF$Miw+5!j?46B56ixl=M^aQIs35nNRnZ} zX5c>QbnVzc+sg3HU1^$SdF=Bf3uxhLb%U~eju^DL$p-Q)276IJXQ9oHoZ`qv5*TZ4 zudT*L-)}oogtkTEe`nqS3Qi-86=y~4C}Qn+3oakn^iHjoImxZ2leVzEfEy{cmriCU zwboCCLA+MjHDy>^mdy{O+fFuv=xZYypLe&l{4h@^Vo&hCuPs0^?Fjkw5r3XW1@Csh zj>6^-Pa?D6!^`XqYfj`@PQ-?7vrg@yN9>FHE=FtbaiQ-fysV+Ez@@x&RLXVvX>Wb9 zT9-i2D~_y4j#>qg;$cT@I(p43h9B_Bj#g1T+mB#R&df&sAL`zMEe0rbV29ZoU0ezOG4n1oT9`?;5F)xC*E|EuL~m z5P+j?*u8$e$pAk_S?<7US~aC#BxcMcZ$3I);I5>B{lHJ!q<0(__fqor-kG>3ny2_$ z3yaK`DzeXF=vSqk;hL9E;+|7(mRo|6TU~D_X%(PGOWbD5tFn&!-Sb=v^KrOR%Q0=EO_xPbUA5gxc(n=?+1Gmygq{n{tqxM;R96(A49)aV zQTZV=v&?&cg5r8t+Gw`K$H-27Pl114>LWLZYf(eg5anO?{wR< z#UPZ1H8LH=LG5|_A+*>GE)(xfV*%8-lzl=_>^7&|7m@pSn&thrC3 z*rh`vqN%gClTxIgjAtDIlD!PBK14M$WL$M|)!e-K=L6Il?%)|cllVI6t)5r~NtTam z@tktQ$VZEQrx?E{*M5ZMeliF?({1lZ&M{bFNb{drU^6wETcLS6E>kp{-<1)w$X1wC zvK`$+UQlk#|zkrMS~)r-d2mF0H0( zEN!U$!CK!*A;2H0QA0^^U3rUC#m1oX`}*z&onO==N$jghZqoQvHm7qx5u^JpXUvsk zlnh7I4Q`-B-@$Y1Ia}}J|3o|4ZQhPlsAf1|JS*XznJRhzmLjH-0B+GD3Y5NHjV#qH zZj7myN#w3&igig%%%uKynBBi0e#)RQbh}j-ZrR*AH+EH9v@%>?JRAL;s8glU&iNO!89+7S|paBy-I zd`UjBI-J>jS_t4fn?L`qnTz|i4O`F(UCsirE$w6`@vRd+<@Tcs{ zf=4Qff3li#CC?-O{p0Y{WV)4?jIC3SA@Q9o+Vl`B(UHXfu;$Oftoso}`UoccPIb90-U1Gi6q6^^KgLQr4W5)&$hU0}mT9)iKt z>>6TpJ_*<`+L)7amU#9GrKCIoyi<}JHXz5~MuOE3${Fn0XBy$~bE6tAFcRY^nU1J0 zn+7N)Bh&x7{@w^nFnq4)Z8$Q6lUXK0%mPQF`_=(Uh*hQLa5sM6vkp#KHVg6^I%+i6 zHMZJ-HDH}=ZgIS(OQ`JIMP|a6)=}jMzj`4M_`Mu=eDyu+Ip-ZGF1MT?hJ+4K-{|pX zUM^_FL}xn0=!-lIe5e6d9GpVLSN@R{ZaBM?=QN{^h->+{YrQpm zy8=2c-}}aHG+q0QWq%%j&!Q+Q5PnB*Z^wf@hOJPH3#8+ltol*(RiWg2KE%8)nM+u? zDN*ATmqZ;=h|`45QrV+ZZkAB&*O@IdJv)YnSQh0y_9d}Z)T( zpEs&2E$4Sx`SBLJnd`x6Qm5*K&&pjR`EO-W3S}B}NI&qI?rPjPPYrZdU?+dsW4NL) zDc=sGZKK2^cruwAF|Dq6M>NFt_%i8rs;UKKD5_FAFu!yZr3H=jfLj7G;{H<5^G1yGL2c|7LM&|BB$_ot;6w5y4k#%HZ?fyC;FDI>(83I zEB39I`P**a0ZW%Nj!jSV6juEsFt4u*9YrWsvZHF+e~K5|5bugS@n5tNMU{In3t0Vs ztLY#caupI#vjpK|0V!I0Ubv0}>XipL3amw7RDT*);|^WA12Hw#Sz?(RpO5D2va&35ZUMiGuuV*U6sq=1|J%G5 zawJ%ADZVKa?K%7kQv;Kr3-K=h0PL z{cGO;kMcgmyjNR4F}T-;DD(dt^{@Xg^+*1n_B|9d1o;CX>iqwk+=qtww|f6y-v8II zhXo-1pOHTR{eM;O|3AF{|5)9BhX_UgzaW34{~z9u3IbsNlidFc`+5JV?!&_%K>$BA z5E=F#(H;eWh62Dr0obEJBmKqvf0O%AD9DiHKKO5M|KI98(!XFoq_htq{fMv-*pG?= zjRv4ZgGE9^fJXzt{H^Z80nriR|4R1|-j4$FH@Odu{x9T@f&mZ21mI)BBSA9zSOBWO zupc7bqryPEdu({*zpx((0UQ0_y?v*@>OF+_1A#awaJbO;xCki!BK-)sm@t1~KY$7k z9s>`O+=oc_h^Y8L6nuzrj{^K#+Q)?<1VBprSVS-cL_l;RBxE8m=pWt>DeVISh@r`d zL6F`)3Pi&vhIsdY_mI*)2@2A`!2c&wfHoNtIvENo87k7>x;_jQIXn?LA}%=yn;eWn zjsYacLWIQj|H6I@%d}d567AP)Ozz-_Rk)`DEIDP;;6)-=k!Wuzh`x;2<{})hyhXJ64R+EN~z9XvT-gvSOqN)xwt&t1&>%Efm4 zA*bxGMj-RNbXVH&hQ|N6;+A23KuGlrbn*ENSz=6o^b< zzXfB+^4UrS<#@C&1Gddp;evEji}_hMA|6y|*0Hd4b0*zc8^km?b;1sRh0>{V{X|3O z0q%ucDl~2dBF=b=xj&{qteO#y1mp#3PT=i^GR_Q<#e8chrVRR_>aXggvM@~PuOo9r zos=NFlP!;_Y!eP0OK3tNg25N=}9Gwaa0w^izpxVYL`kPH|t0%N!}n zy7T9V<`6tOYxf1TT+XGErG5YD7?<)SU9jAEl=CZ{8SdbS5xrn9PHSOnDZS||!?f@d zb$+8a0!g`@QOH5^`iLrR)qC9%+U6mGXNEQ;(O9e2`YC0zUJoI4z2fy@Qvf=1v`z2l z$dy!J#U08>`7q94%ylNLS1CKWFc%|7&3*wN^cZN?t7MG8(P7O844+mags7BO9!x>- zQbjO$>6M$&%8v5MCe81r^7pEogbjX_3 z+ejIGZxY7#Lv)S(S|jUw+f}kJNlP<#<}r_GRW4I&`z9-M@qHU{F>kPiDH9*c_$ z8*b0Ln<}Fx%$XqZAbCt6Fid}F^wEEkpg13f(T)VM1b6L;F?R2AQDA% z*r=^C`Uj_WqH|PVOg(5!G-EL|9t^MS(Im9Jhn7_#c{v?+(xBt-BKE>)PA5BA@b2B6 zlI+!?qQ+~3^yvx`~7_cy-M%B2X@T4E|25wZ1!FHg(l0KcqkYm0r+e~s2= zi6x@051KE{h%PZ6Gm*p&`4$gUlOi#*Z?~2?JdM3)i^W!aTaIcCuat&tTXc;#Gv*&TI z?MxfoRR)8ly)bzf1UZ%+dWf|6K8EZ`hAwsMocBg_hfN`-Liey+6r_gAZ*r!p%)}@B zc4KNaZM3nU>|45#5ltxOPpJ{5kx2}3ZB~`C#F(FIKrB-*-%%G7fjyZo4X|HVN9J%W z@aDf!RS*e#H*37KY1MCuOw^@+V%$B+%py(Det3t$gKOwC@ZpsAL=rZ6mEf*HOJki@ zhw>>~F#&CW@nebnGr>kayaeR8@Ivi7_Rt0nSE}pym67Y(#FcPevrawWXC`Cr&Kqx2 zlVMw#BI?JU#f^K`8;v9L)u&A&CF8buk;+TwmI(St#^OPy9iG|U6?Kp1(cG+?+kl;U zj?Tx%d=gznNo95o1;c`m^-Y}dmb(`#&SmK{cF`43k=tU=lGYt}o~G&tg$>9V?aTqa z7_Ho*BMYq3>Lm=lY`$C)ymO7!JK~mZJCRk*{n2JB)gthCy$iP6OH7bb?}az1y_-T& zIxHne`bK2IV_7DNeX`@~s$tsu+-2q4v90Cvrjzp{3Affx5u#rj+^+4r3AXEC^-(} zngn0k9{VdZ&waMY<5$RW1;Kkk1$jq*HP&13bgwp48>Al>m4fCl02kVr%e(h}amj~s zn-ub5;<7HX$BRNRBkeN&3FC?!BwzQ@rx;VTNy)qAqdWA2=UtThsgTzKyrZPQ7YNZ? zdcm-=-opN~{yQrv@D!X|@7bZNb)dkC2Loa7}jaY5y4?#ZaxJC^%OltOS`doe| zQy%B{9?f1ZSE6p#xPj79{tSKJsdGF(!F<5{>YKi3l5^lAmgFa4q$&N@6lf9cMa~M} zg=Hq2BnP+e3u+|v#j*BeLkcZGE};&AIrJ~M^pHR_yj^s+7Y;Tk0$5)985{9F6$YC$ z;k7Lqi7UJKAb6V71i&`hz0w3jYOX_hZPqlix2qD|Wmvr9%Js+Yk3b&}N4$Ui*R3**>y?A!9~SznYv_KA5{X z1s~>H98d=VR0wAgz;+KlCV|mw56&eIL2F9hwTD2YA>$)1`J*=jf5Co7zXvDYD%WPN zz!8AgNmlfPle^?zbmzWpa+jQnKlA}FCgxdb6{Q)QbAIPBwbjAcf`ksNI4^U zi-(AmE8r4*2(@zLO_4YAQFQNNNY`c5=5PK4T929sy>qeX>}f>BsTk#E%RgjZ>dU62 zi9Vb_ZDGSuL8nh8P$5yv$ST~nzQG~!&C%iq@g!W>f0WHRgP^h;*yNi((A@=;W&12O z#>5ZDD>g=I(FIEfC)U!Wy3s{#6e0T+M>`q?&Mn593MURCdT;|1^k*ZyphX+-k=2a+ zlz`x^E!5A$;6i29lww?;2UXBOk~KThS}=T!c*wMINbuWXDpw7tD%tRG`O{XQ&&H>B z>nia^#&86|(O-(4^by?ctTT2SGwQi@*N@UfoRdpc{O*dQ%EfV>xYIDOr805i4V;sP zm(yWOQZTa|AXK-?79qt92|$+wTd(&f-3@eD*zXf#3^s!7T!OlGZI z=6eELx~%wZF;k-EY$8=eex6`eiZR0}x6xS4?yy~}N&FA1e!C?5#gTxrROiq)yEv|wJ z`Fxe8f)!FC zmKZ72T$*kYJL}}^Ze2d#QgOOcF&9#<8w(ppUz$*yGGbC9QC-w8mPSTUwwA;DDF`8f ztm^a_8ak>RbOk-73c1maxyDnvc~lO~lfgEOB?!t3Ur9c633q_@HobzLk*JacRN_@v zUAR=Sv4MTbs^6Og-tZthhF~psfmlik+1^gdjL~agpP^A!(WzTui7zqU=t{Oya^+PE zQtu=F9GB1yRnh3w@SR}%233C*FU2Y?PEGVJajE5{O^qCh4S&QIuqKA~# z8}iUo%k1bYG7PcWv!Lpe3(1Potsbyt80uyvYTj+bM@y8Uo#dIVrdgHd?v4~^JtlW? zdn`58>6A9Y@Rrl^TE;!s>8&)Fx#non7jPihw;tyxJ|Wo+SEdHxoP;#2x-`>HH=84+ z!?;w=MM0}i^M{QV5ua2RGT;aj*7J3@&{5_77_He{$&(GKOM6V-Pp;-EiqPi8A>(cK zSjFrjZ1XoQ>g6p;DajE(i5x%4ntEfXDIvs~Wx%*_M!6wq)d{KB!?jcCY9l+sAy?}V zmTxDUF2_J>)dsa#k7C-I3K3G~jfd1CC1U?_jo@%;U$n|OL8{d=spgc7?RKsJjJ6_- zVcm?P_em6k+EUf%U6Sc&is`%I;xe$tG#s%yVpnT}=-T{wv#Oq(R~YhJK$w(7KKZMK zQiQIplGwi)usd8kfiIc8lBMwYJs1cG?uTVqFZDEGJGs8U#s zT?mZF9kA-%I#BhKPvz;M{nipmN@~40uDyTo`(b!HUJb#OYJGQNPG)VGPa!b&txZv; zIC?K-F)3X?LI;?5L!83ec;19-|8VnOj`qs6Ve^jS{s`+xmCQL^9WdZZoV|?7A1x+W z&AMu>)*$bMM~dy#`HQ5p*9A4eTFc6(Hjgq>uQi<)XIt zi?8*AsGV7fr!;tHB;T?ph7dCMt41HX#{B6+DzDwinalhzW+&#=TCb~rSwvdz7UioDKP}QR z?+P7XvJe{bdvsjv7{5ThYg6QF9B_lPT zZN6N4Hl7k5gYw2Sf$p^yD~AM;e zYKHj2G~dL~Mc1}EI={O4TnQ! z2g72eN283fe2`e63Y65u zX5#|0#oq5f+fG^Kmw4N1a#r`fEWrfkZV2Ynd?zgUG1nb z8Jm_Vhjh~*g7eL}m*buAZll-3D1qbrj)VT=JwyRZc@!uCv=iuz{cMkA3+)sCiSc#* z-cayKm&|fjN4PZet`=yWn|aSAz18aFv}p+Dy5u0RBhSk@h?*S9dg?T!wZ19*oXumb zR^YVX`g#`Bal)i=VgKr0ZgT!reuMn{>_mDy-r|Vj zY9pihD8vdiz2X9O;-XP=VNHCuKRiH-aoqJ~`TH=oqs4q)#??K_Ie_#4&*Jhk(`k0b zJp0?l+2QJCl=&I+BsQYf=B39mz2$E(Y1{e9ylBR%VaEk<^MbbXvOMi~MZ^ULDegPZ zIo~eexz+8J=I>tO8xp81x^vi+4qzwqWhnlvDC#dg_v_oJTUEgen)6%Ti)EQkY--7q zlhgEpiVcuPd&Xnh#hSRLw-NZapTGmYZ1MaY@<*0NTT*OC z)<%VYD*D{t2`*4q-o2i$25es8sa=H-KTxkfj+0i$u)K`QJi*HTsfl>m^@MaA(Vk%& zIFzguYpF7^sL`Riwnc)_-^oCzzb->4n&rC7(75OT4~Z~@`p@i&$KhOTdA}ROh>By= zpU6|;(4|x#OK7G%w9M+%Ui4undf&Y-pO*qcA5}y|h;S9pm&qq!i<6YhhW)X(Qcq9w zj@R+J@1Qn|r|#49*yT#XJZ?CA(6F||K(ShzGY7lr@{GS`mp4PmnL~xA7QU4WDJAIuIqZAHik&=Op__40)j|8$Y!2?~?`1HXLu}YohCn zJ6Njkb$xcGz$x_x<`%^XgS07Btveubu_#$j#N!Y4r&Q7hFZ@+jQ`!CDltUKZjtZy) zXg4{x)GKWF_KZ81$`oGzq-ME1p9gcjJot~qGFHU>>P2lWt@1e%dJ&p6u6so^73G6p z4J|4T{tOMoqo@Bo!2^eM$=b?Gv^&XLFGq;ZkHe;V^(Dv*34P#k%_^#F6GzfI&=0Z7 z=PRyp9(o_X|4kVTbJs8C9)rsx13{86h-gEN>~p^)?&w30!}o}0riR+|7%`-}8+xy# zdP2TMkIkR{f`ML=5<0>@8agfc+%ZtcG4_XS?5g!Gj$C4hNu|wb^6}X94Qjf}?Dy|< zqQ+DmiLaA{znUc?rQ{~1I(gXGYSD7$hR8HbIof}Bra6MkqWd@i-06Gq>ISz?Sd$5Q0OiCdr+75;;nC}d3>Ij+Ik zaxiMTp0m(lqu*oP$U%-REvn{@ob^p(R{FhcXH?x{8y21wuq{^W}?)ZL8OIoVV`^9}=DpYKBW>M=toswIg(JzNfRpd8*XG-EmRmq*Jp zJ2*^8J|i!GO$oo7tfRHxUp|?1Ab;BNA1qkWXd&NCfPuE6o}_K~Zr@@VTNHk~(p)No zEJu5w@Z1B1fQ);&(sPZM+8x+GYhK!@@O#kUzJR^qn+k34C^LB`_NfhvC$DW#^#uO( zr`CX-;wG@i_)XG}!nSJ(Q;U0z#aJ0NRV`~-C;N>v#xdXUH~MYv!hVDDKiFuBg=2+DVo;op_lCP!yx|}_r$0E*`*cbC02~{^PgB_DC2WV^#m5OzJyd6 z#2@sE042xXg73v|9TKzf7HESw)f3`|zCy9uL>X(kK>9*Ml`i5})<4o>FZ}Rw7!$

@+)E8%yn=XMakKU_(>4Mf-`K%(lR)CN$#w?Tz)L#JUe~y z?6;;*q|_shcM_Edz)(wX+eMPZ`cOUo**dW|2a?C3x8N9;GDdw` zMVk>^fGtCBnhu+i@i4|Qi}XY!(=G z7%W3r&*E{(f?5xZvQ5Iq;qhrIa2(^yWxr!Ix0NnGy8Za8QD zf|L&rW{mTDx@rvkg!5>*RIxGIVZLKNWgB5llvA}EX!%*(=J(P({Dq>P$KTN1(HXIY zj=`m>x!co>(ITsnlHNRW!9E;mpP3F7ihKDhUFMTM`4(e*D}FDZFjr;>cci+ms?-X$ zt8o3Zrc8*b*m=!KJ&tas!?E+3LoW*}lz)z65aQs(n7rw8#4`*~xT*~OxT6&4Gc!cx zl^llz{7bUmDbe$&&J`%um+G6F61uL4wJ0_ijz!52<1y2gR3+49t7$5?C1Y@wG znz_5G4ESQ{aFE&uPJt})Wt!}YTKx$4SVvjyJ-H4u51_L z`GjNli~fZlW||h9T2p;cdqu#u_^T9=e7~VHJpduV&ZJ#!M4r ze5!`<@nL{!;xaW=3Voz{k;_)EvD-429H*_+zp1wyEnc2Be9KBZ6F3DYM827sJ_2P61}=kAJB@ z&x8kjR#t!UPZ3d^-rx?yIDF~pSAmpHzl56<1`S0Cn1`9veY-;bKgP#Gcyqbb^}hIW zCbc0ggN|SS_V$mDj8$f<3hc|x-A`C1l_%`Z*(&(!eo5GI4RvU$7br-Z=_RJj51%vC zinc%*iV_agoZn{TyPFH25Uj2mRM|GCvtte2ukLhIR}Z_N-{6DuF0$Z3o@PPXCgVN zNP7NNtnx5`YIkAc>h^)GvwTR}!zQk9ZI#}zIfQb2J*rWCKOw_ek3!Qn?Lhs2;^JY# z{na)Lf&VZ9=V`=JU?Yb{ z8rS7<4~M!!jWbh2*VXk7Ta!+WbK64K^)rwAIt1ANt`;~THv_Dp8veUlK>g2Z0UB~z z02=V0RskeQ@V{*rAQu4uz<(AD|KoT7WW<053k3}e1p^BWfQ5#F{rCNVzsCb0odO`- z-);dk91Ij>>F~E(01XWf4FeAY4G#we5C89I0scSHg8$wRKtqH=_;GDYEFu^I7W{X?;Dri>{`Y18WW;~~_s@s{4ul4e2w5_~;0T=!kz83>Z)t7;s3CvjG^8ZULlK0E31J2gZa4VFKZ?0EAco1}p>+79#L( zv;Yi)4UK~hMEpBqK!L-?gu#JB!$thNTEK(F!h=V{14G6Nuy`1-c-S!b08)Gye0(@e zd>}GD5(pm|NC2QE0I>ay79fKE?if%J2!W`Cc(6oBD1YY*Xb40Y@Q`8wF~E)(nv@tG zj~Ee)1Ry{H2qr;7B|!$0fI*}HIZ_l9G5|dp2$KvInG79BhK&GOFpv>Jas?dZ&@|)- z1mqYX3Rp4)-o0E|Y34SWY+dxwVl4g-Z2U`GoGqeUR61rgDr z;Lriy(*cC(0N?3gnCReW=`d00(J&c6WDH;e20UaYEKFtu1{P>e7BqZT5H%|bDJwBD zD>VWeK#cA0l);k?5Wxl|z=nmx4p8F2!+a0>krRQP6NC5zi0K0g4HrO^8=$}qh~xnn z@Bln{V1;-wDEaY-1;K1W02Lt+w=lHSCqT3az)S?-ECL7+LHI0!!T1GAO_Z2S3|Uy5 z23G>`Qvwho0ryQ3U@L>iCI|48gVFhhDfk1*P7(Q=I<(#Y1*?UC5iI@;spfxH3&_c} zkedOsUtbRqgb!!mdrk|FyFmAu8oZYXp)d$MTWCV)YtWg(qeT(MqE2yFdnjBRqMIk# z*yFO=>ldFp)?g(K!OD*fBuSrY`8@$wEBN-=;oXzTnZJ2>3~dHK(QHMjpbNTseZ*bg zWNxS0*l6Y!iaPG5m;HOds?af;cb4;&H3zXh8vTQ&hgFm#8XxM6XsRRTw<=QY2d0N$ zZg9xZTJWYdI!R!S*f$w&>VXGjz`FpW?LdcjK{-B*%m;zoN^=iu5!amGRhjPW53|Fc z#Dg?Kxt{WKttsinMI*6D#B<%j9m*Ssssgh)Q6fC-T5+z#T>8lr(8<|C*HOi*;TpQe z`gD{l;)EGL1<(qTg;-~#aO9^a*FLmwYz zc*{u~DmIHz?-T>uRSFAoCI<8KRM_7}=!qsbll%() z)`N$phu|VLrE{m)xXO~|&55<_Ye*>D=ws6udzQ;c>Q&pthE(X#M+JnXm5 z)BRD*fwF-bVfOUe{?V1Ax>@(BlHU^~2omon9gw?YCJT_;IHRxmjBl1>;l1w$um(@Z zdw+C>bF^WKFx<~ru>5(yFevqAW?yJMdv+hz!aQs*3L9D8G))jiTd|5O8ge&gdk_4% zh25Eck9fHh-pp|Y9o;wwYgcAp|3D&u(FC2q)DSz)WRX8^N{Qll;Gh=Wn%tTTewyRX z%)QxoQARS@_4=5`NmCLE>o5gR&8(7E-PrLnH&ymYcig44z-=|&wZeJbJyOf@qBS(K z_^F)CN9; zfc=DOji`n1^rL(Sv&hii`Ws=V>QVjr7)aq5f;urlJFbc#1VRvxtIF;2RxDl=HOUGz9L6j2vy<`TZey*jjo^LBkKV*(q@dUZ5(* z-)-lQ0lGN5$z{A(5&}ajl(@tMhDpg-J_SED*Z%O8WD4@?>yN`+*>BaML-hWzqDPR2 zy$ytA`r)kyji^cd4il;?AXr8mwOFwXzE<<$stg|PMYl3#mWm<`rRygXn(#$}rMkA` z?vV_c_RuAw{CE=dCap4Kllu0eBV-PoKwUsjq&(eXKERWDWs>n)!Fj`&Bbw=C6Vb>T1~Pz}GBx|{p{tG)&1%Y{ ze8vb%5s>(Rap35Cl*=57gg*nP|HzE@oo>E;Kh0P1qH<0l-GY-J2P2vRt*6C^Wvr_V z{5znaZyokXUS!+sn$yq&G9U8T-VNwOh0IMn!BiUf9St-Mv{+%&ro;Jtr+`iF@?SQ| z9{PE<<&~mn{I);_FNqd$t_KSl^*pA}Wn z`^n@emM-R?9XSnt*g8t6^g^N0idOwJYVo0X_-uSrPHtS^}@hO_)%uC%TOxB){ygE7jL-uTX)O?i&3;x#%1B&(Myk4un zc6gRh#_TINzl2dgrZm)bf*5(3%Ct}~(E9il+0_DpTV&4(c=GeGA?r!IVjg#-`W7ZC z=A(K92LW%fb4>AAd22+Bnk+d~UIq@ArTv-AifvAeR;fzBEoMSh%ul_&tl;tmiW2<( z&m9ckrrivt0-Q#hfOv6xW`;QQJv}o=7^&YHv{*|0YJ3tZasnClVMJ1;$F~(CvL~2tMDwP#}fgBGY2FO5~d{_N-e!iLp&>;yixYy4jPJZ!o!a zx7JHd-6s`1YL3^mA{9+zmGQVY(ONoKpiq?64sIT2lQV+;4w2Jj>EYqm#EeY~w4jIx zWfUqZCAr&5`zJURccU&E*nO8nWm>l=HGWyXzOY+4I`Y1wyy2PpGa~B4*BVWNZF|wS z1KZFPS_sy2q1ms@LRdnP%dkqo4L={gd0E+GcSvP%nNMltnu|aCwbJ=(8Li?;n?l~_ zP2iPp$=&Jrs^(&m&<8)HW3VIL9aTbvXV?7VMTdx|P6i2Sl28D5v%&JV;dFH|h34pO zpq}mdYSp8E2A6dqAFV1-wbS~71-I|OlIs=C>8R|r^;PXpI|3;`)#}Y3nH37~9y8Vd9?`I3XDl`pi>(cVLJ$#Op7#M#XcD zchGE1@WA5w(&31Lm&DpJ=T3l#yg-KFeXqZdU~fcY+cbdFsEtmSWDot@^~%66l-xmG z8GbJj<`1ruZ=x?W7p|eQH-h7P1u-x8Zb!8mua6IQ(19L~%DCCM2=Ds=ON#Cv-}KnQ zgIuN4fz*Y5OmZr}2F>0#p?*ml45=OdcnDSE;Oh6D)twjnx|^afIbp3bPXqec1`aEn+v+4S@+l`da1vfa~Ea8c1|t*MjT+Fz7KV#yT!$x4VQF z*5#NG7;@DW@^ml4fYpJCXtj>Cr17;B107FAvNeTZa=U_zJaNS0{#eJq*7~H*#A__- zS&4;nFNgee4nG?*Sfh=jPtuSKjO)dCCleeiD-`~%I0oA}Q5PyU_mBnl2diRUoDgo} zyGIm^=GfiF7_01f*Wl2)89CqP*Z^l0_k$Rg=A^X!1og*w_uEkUBX6lCH~nN!lRcA{ z>?HUjs4x{rl^MRh0pveu$-|CGzDWrz#iG=-E<{JZib*M6&IHurNoc_aiH06A%c;`Q zQQ|sHnjjoHF1torA$EKA31Ivxw{ORTd#rJE-kWY*wp`S_eOy6v z8s%f?%VE@8la~czoQX=@k+bx1$G8{n)L+exE?Y_o##wE{St!S8Jdas5$szrZ5&pW_rri1jCafe+0a4B#3M#4i zKtFlE>`kZ4!b505t6V`jIG&JP{Ha{Q?QC?HBud=O_#@C)iHvt3Vi)UNo)S2jr#v}= zeEF7K0TayUVSlP%us<*xoD}5?Hn;*t?kWNLyTol;czwGdr3u^=T8`?#|bOzANSFBeS#tW=6h6rX~yVOBA(j?qt(tHP#=q8`&mB$D?{ z0MIL(FgoVENMJjOlFg%h$OVF}x9xDm;AA8Tsrz*5QfnNPwv1in zQJkW1)r`f}rpOSj(CQscpF=*{P)JvOM~hSQ)|&UD6%^N6wXIakpWPzc*HWHZqEFuL z=H1w((x!Wq9JQb**xlTE(xmm=`ixi2X}TS8DAVsN>@}VoI`8gu4KnnRX2xZ7pA(`MoGhE6bb20;Evpm68)!2f(y<;8g&YJo z>);0tB!tOyOpfmKHB2>>HH)@)W4Tg=?wT`*Hr0uq}&olP_ zNgWS+>2x3K2}2s8R2%qFhE*#yN;s0r(fGA-eY1jfeV@j%~o2c<- zc!D!~cqME?i7Wd#_aHW1$T%sr7BfjS zl&wAm8$P5?K8<-cgcIIWN;HW5W|alsj)kNiOodW$WQKL%(skl8`|+wI!5ifuY{CXK z1;sy9%{a&7J@qU#^A;8{7E*HG=Jcg8MP?fD$!uhm5$sx4)%=pwW;F9aSct|y?n&UF z!9VTV*3-l|%fZk7piZWI)=H)kEG^z?!<2YT1jBF%Cwe?5NZ6cV)dM76)Lmbs8D~lK z0{QVbnG?@5mZ4U1S9pzKzNjuG5Epv|&rjnbJd(oLXF6uCM&cw{_pvx`M&9oV-=G>f=7u^{P(3c_*w-iCr!4JAZQniq z!?9_;^UQ>dDYHU{ycG{VwFx`nXDiAcJ=qKIFCy7#sKE8g07j7P<(Q*hmT#?8w9Qxy zq>!AngLg7tcfjU*#Nh4L4m=})LqfHa1Q}TGGoOl#^UuuZ_TU}OiT(4AW6SKJ*NLIQ z@KG)4lUuVxe(hO0^KPIP9^_B~VDhp~@-lX9?g0P5ZuMeA<|2FwZ0mLP#pB{3V#R`a z-(6q=+p~}Mt@29b)Y4g zhgIX*<#WXrmwg>Gd8c=&ZfiD~X9^@|E|EbLg4gVVD5D*HKRdTpC)S-W+*>>zI0QF_ zrS`ln@18Yp1Y2%3Nbl1(Zi)$!aJx#$NH4qvS~K1rCr(e_mp@8b-&}9pp0Pd$Pwsr! ze6UHot;i&(id-sDy{;pDc|hw5cs`*4p-Yq8`iDN8SKV0hzYHdBC3rrzqSjNq9bT>8 zO}zacfAd%&(z-lPJ#1b-TatBSW_?_*QvbG-Sxp?{M`K*-^ zZ3Tta>Vz`3O92glv6BUeJnIu0#v!nS(Jdz;-Z>!A!wl9SqCif>?Gre>d*6H zfSO#EaEMXQ35*NtO%>x-3-6goYYHI?bDm=N7@AcMrTn{YJEXII_*={?UV=dvD|Vnf ztY}&^SBEz{!6wmhI7It|lZ zzLgndTYsjgb^rU` z^@_8yVw;Vf#%$WgXl&cIZQHhOH;rxEM%$oCbFKW&IeYIju5piX|9L%$wZ`W==leD9 zoMuNED4JWSwZ1le;aqcc3=`PV zPaNFBhR2gd66+C!iDDk-)-FW?i$(U|>zUNKdis%>tYyC>CZTKj!!a%HTRw=muM?bF zt$cC+o}9LqSeT4$m|Us-WEkA3%wm#Yx-`v`DBHthTI33QtL=}g!WMvPn(VfhK_>Tx zFDvOegV$L}BE_8*r~4a;yPU#g!6;HaIvAA#Zu}W!VHn1z=+gN+BOmDd2`)6}i0dIGC#J^Ad$^ljOdm)fV>iG!;erXk?$u(K$c_K!S07O$~ZF z7{w8AitC>Cz2jTQ&{7q8jVALK;>!g9x%<|lul>=Wbe=|>g&i1g1fJ%1Ze^F>KEj9C z1+YPFJ!f#WAv>@H^LFSI4$TUo#l!_MRz?0+3Hw-sYZKfPp0Ky`@C9$IHpt^FA09fi z57Pw6G-YjfH5-$`zN;Sm~?VdpJ6Xn=%LCh|e28dayLuw|ia7;qUM3ptkeiaHl_DSwtB{DFrKuOTTrWOXmJlPYN%L{&>x%buQssLy066MhPM?hBX3RM2j74OD zl+toQ=_$A>rDwxztObo(*OM@=N2QpQ&0fNmU5-yEsF*QdWWv#&%BcS4F_*DEfs6dI zFlu&{khzX{3=5>4vM*6oK0L_a-5gC}D!9+SPcl_$S@QRsQ_KyHG!;5;pVn(gOq+l< z6Mi$73nKoR1vD=EOzl#`NWbW z6p=n4+q$`IYDH4&ZV*L_D4k-~5qq{}XSuBR^L+Ym%ra`qBe`gg1=pV2BykQi8y{Mw z67W{Ri)65PF7Kj7i*S+JBK0@re1w`K_82*&b9PpZCDpx~DlWwhGDfy?bJNu_?-r8=u$)q-lU>P@sy4T%2C4R_qW)zL+of28nKpD
g?;u0b2`{DrQoi%1c8kEqB0bFj>~zIO41i#;wv9s9YEP z)l%~8x2V{q`;T^~>~ZUkOq^wD zr}7;#bGHQaxyR<8tvuX^jN@Qi?~j(6b61N!1BBN;ujebf1HXHrsH*IMUOVS|T)jWE zSOSQ=wvPq5RSvakf}kpNGYwV-9_8yWo;!C@0@J<{VcUlb(QBb+s{NohxfNNjTtsbk z>k>(}kGA$Qw5`Dyev-V6;UUx^fm0v(62lswFR2S|28>EYn>ZwPt{GB`sgJ1z-`SOV z88d*l3PiRXQZ+&QMcpgot`PTWmrBMT31BD9uaF}0K}MXz>Qkj0H(8fnru@h1(~^E4 z1D3LO1w0!E0$v^Ski1Wnm+=183~*eX36634S2G}m{oPuS3)KKy3(n;--eL0Kmm}TKm-39$^X}`00I;W7}X;}f_DYb0NC%l0??rMX#rUH_h|t{C^Rsq zM}b6#Ab(#MfJXYKBS88-EdU3^fQQ3CfWZJkV}LsX0M~asj|Q#@a9{(--bV#sk+5M= zu@QjSh%ng5(C-}qctji^!uz@a8Z-_j6fPnh9xNIj5gJh)srw295}j5kiv#6v+YR?^GTcg#r!n10eJREHN0# zf53&K1h7#;(oiB|QeuFp0H3H}DX4&i)QGs$XsEO(SadKnbU;!%M0`3d6na3|dr$x$ z!~o!Bg#5?^5McsRG9i*Mq2e(E6qy0$%&<%>#2{8c1S=L6D-GO7c*c()s*m`n?8xNo zXha;4g8u{sq__aOTmUz4P=E*ckq4212bGE!iigHr-R z2;5(>=>F*l#E3vDh`>sUAP9*9tV99cqNwZ=BqS2FSkeGMXODe!nJF#1VxNEAxJmuhmYge|h{ zZ<&qE`o}L^wHQM>ZpAIOVLL8Rta1YR9)0;l>lM;g6-Z-3bcLqR!qefqTh=@24d z$F1_!G}7lU+Ob}cFEsV8&r@D%s0U#PoU{k53;cE{VDE4%0Q4ItHv)q#Vb9y3tZ_Uf zj0LhV5>w|fAcW^mtw5)Y*3B@aW%tBCSfF5p6pr(*bQJ4@#;kty_J`4e1m3@DseX`4 zsXNY!G2Dg$Y=S`IND{h2s%S<2bn?vYywQ>rYk^})?^QH-ZDh;OW~M$S_^aA^#x3bO zd8KY)Cs_(}5-R@M*iT2Ey1!}5a{Qyr%A!h z+~4FOi~MHB4kNBxUqvY%8jt(=O!`)*?h=u?s9~ z+K#7MLGh6L+(%tyRCFkbA^7WdP##g9G0kux?Y7^jT{=ItIT@`&_lpU(+4WKBF56h; z7DU)JpEP^feLqDfxc)w>rDdNKJ%GqOje6ZyFV)Z8Ffc2A9pBXZnN5JS`kU>#&Ok%H z)@jEiB(HtO(}7pS1RtB0$)qO9Ze23E*o9-{mr|vlcJknlltqqw+;(FwLVUj`)LY+# zITP~{svf$h*78ILnMh*pC+Dv=9(M(yysg(sy7MbjUH4#rx#>}l+>NThS?+J~2L5e6 zW&h?--@pt0EAOVK*MVQ{_=H?H)3OY*o=F!qo5Vm-_F^Vs>G2EW+M2J02&A82u~ zf6>~B7jHAh^K@^BcaC#$@*=02=aI(w9iLGcCBmOdi)8kfB6-X1h(C1ntD`i#rGwHZ;zb;xu<6kJKkk#aHk(!N>`Qw%|G|AFLm1EHK8hWLg+oYQaw~6~8nh z>!cYM65=kcbX&Bz)C&kZB2`!q;vlg6S>sU1|g48k-OXwO5dRi~Y& zBzKeZ$o@ZO%s3B*bioHsPv0nKHt{5GcUhQD80BC! zdE*`0hsw{@Jn1m1FqqOUXRbR>wX|IFU*MrQPbS)1bPCXGOqR2Mg|coYVxFkgTK1UR z+{|vd?XtzmeOQ0R<`^_Y%5aFatpJf8EBmUikbA&vH@y7_;d}9m_O{L3+k$PYlDOY5 z)(0vC60>pJSIQ|ex6}TTwW}2)+rNv+IAomS>Iv>v`H8RTtlQi??M#H@p)|O!H|Ehl zx!MyuJ{qZ4)Z7x`X9=gqH?@-HKckIoCEe?F@`LHuG&A^-Q5!3=-F&Z`!Pot$HZrz6wn3TO-c`Y|aF+ zPpG8ZzlZcZ#<6S#A)cV&V9Jvx);%hQmR&WR*4NJ!nkcYvQw? zXA3dnGPLBm3+oF{Ez!B)r#oy#p6IKf8eoFvhT-NZ0`SYD_QRz1UOx7OZ}W>mHSQO+ut1&^Fb|9L2 zC6`I!fxg&YPy@BUT$#h0Dkw)a=weyh!^P?Iu>bMB>5-_fP?OC9q|f+6kfBMU+9v@bqW`YTns7*CxQ0fh$VV%v`{%euHyt}+jD+ck!L7R{;?8{|H)lq3k4auZRxyujOHE!I!EP(l zzvaRo$8zw1Oa4$E5g-Qo^(ndeAx1IW!QwR5GT)T*+NYi*X~JQpniufdOLB{$FdQqCtYDVp7Ks`_7fmmuNclHP{ zo**%1Zzp4oHtzm0v(-6MNjS6lO(H`oJ<&(hg@DvHtUYJhE@eeLBo8kQQY=&ZB)Iv` znSw_&ohR;VdrZSqx}k8EIaT_$QCL2AXmWY3cY5mjY1U18oH#HYS}b?RJv-bTUT`$+ z`YABx37oJ(xtGWbGRwpAun=-jxRMCR!pldGNYpq^rnJaU{S=LeAC&{lgM-JG#e?Eq zPJVUEX-`M$TFpUpv!kuMpl$Ls<_3`rNPEQd!7}uNz@t3mvQJ}7-rOs zMF963GO9+iaMN8ZR7=k?Dq7l#evVd{K|lvslpy{oX^p5IMlCH`D|@3gRz*WdSc}^| ziQ6y7CjL|3G=}lGjNFJtbWi4L? zp-wNdsml|qmOez8pk6t=p&XQ5NdWPYryxo*S5gxz{ZnJ#cnf%O$>to>K?-&`lTgsZ zHRTzr(31S{%_2q6v$^e0*)T!q!BfiHTm?TZ_SRTy6K)Uflkcl~*GXC@8C{+aFILW2 zSR0^tj<15yqf{NOwPviV=TA=^L2tiiC*OKl>=Oo_W^3$B$6StH z1YsARM^SbqRDy=DZCkHgf4@IOIH^^~myY%a&mP!~l#RJ=?fwBqhF)q-H&a#2Wx6`K zQy_L1wX%H)(M4}@W@y-as@Etmh&Y_Z2;5hOwOW zfXzZFhH7EpkI(tNqXc!j=P9e6RgRxp0_7XtETOAL8-vD&l;AMJ3Cy)RAUR%&X)d}= zHzEOV8;vUCITe3eoCt8#qlT74QY|`%$*bD^BijV?Dm*L(R41?yx^UBh11g=!eh-5_ z4456~Lo1&Bc4|LVHaZFTM6%kL$10@zdZf##Cz9Z;Mt(2=y`{#IH783oYr4BI`dzDor8Bs@nr6=3 z+!>HZt0pSFFf>7R_q2JFgyWZl9a8z8aAFbbFIFT`gSslIgwEN$q}wYsBd` z(h5bXDU8S&f!#4Jg0UWg*=YH88p%$`sGQG{QLnD*>H z&kI*$PXAfhuGm#Uv!^e9 zg8;>CE{@O4B~A|VkI$h?%uRGnO1~!QvyP>qtb) zZua8lt|D!U?{01*ZHaczr;LxE@GtdQZOK5)?s%msXd~ZCucuyeM)1w&dSVA@uaHeF zo!jN7T+ZWH&)gwlx@B*j$#jl)Z@*Np8WRnF{R8AgoCIaf7g%qKO}4~wf2Tu3dYy#S zzbH`eo7v=^n9Sb&A+WiSy)nkvDaf#Q3kxL08)w#OlrJBCAR5rgnvL!`+Sliq=; z8RfK@HnQH`5LiB4Ur?%F{AInpNVGTyO1kVm@YCAG%bO;c-1CNw?au-WnZ|TDFzNKDpfS6lgBbYAKW1La$n*&BDij({}YeUgh@2 z^YGqw#9z|B+HljsC8MkJlpSx@IxyMV70*c}(^)6qJ={6n(-Gc|zB+O0*~I5PITj+lGeWw<+Qy)IW4l#dji;C)Hy&UWPr`YR9 z?*+lFTh+HQgqUAn`%fzScGKc+p|>xth<}9CU~5d@nAQBgoI0YvJ^L$j7kGJZ%=CbH zxy!6|qyO!9z0L1Yre9jRKLZ6H(;QE?FmYV;9xsHCNqo+aJ6Gc+9=UFRjv(Xh2>eR! zy?xO+&G6kS>$wTJeG0F=+?QdmWttD6y{vz}kEm)<)p-i2W&GZKcfQrz|4_i#7DTD=|iC*3N{@zDJxFdt!SDQDqSN@!c^|(hx+n+1B z_kWRw-B9jB|F#LnK1;rIIprQ6UcY3#9#9k2UQ9o@bbW6^Moo`lZ47175q5*Z!2aV< zu8#)zuU&yXktn=zr`a;SaRw4>W9^-N@M;<^4VcicCKyL64;Vq(tIr>S2|Ydd#X3s* zIS&D^!>$dYK(>gXFu5t6?o_c%&Tz~qnfy$-O5IhZzu5whKkv3DWnA=p3Ngf_*#c%Y zeg!TuuK_nrd}Oxzo8_;o?2(8w!XAH^$|l7})0tr8SOI?a$Gy3dVmnwzt*28ZH9tn% znkdV4{W{^*4LpyedkNDd+=bw*#5?m9rpw1-{B_Q^rE>jW;XZDiCTFo|YKh@d-yd$n zSl;HoZfS7}*XI{gGo5Wb|C;ozgzek%uKZ-3S9ngK*3k;O?mhiHr{6l9XlIvQA|{yG zQX~y|GJpN-&OdOsU|}V+2<;vPv->O;(ETfk9F@~Q#q*|P;9_1TvtIP0?PnfhPkIWA z9b9B)WW({V1L)`HqrGos7&A?ni5a#vxI~RCjra&4C;PM3xeCLiy zifto`4XkOQ;;OtE#r9pW>!ZOkvg2mLb31ST)n~*eRn0OU#m5E}csf{LHaH`K5TO)~ z>+xZJ0B&bX3S;2U)P`a$t$G&=zrD^&V>L^((Hq;>hrda4(n3T(kof7~s*#5nP8Zm? zKTtMH^I!@jk5x(zQ$&`2j{Y3$r!1mvC&j1Td^;p=%!sTk%$STd3rUGzE}%(r>DZ}f ziI9{n40R!)EOGxeTprz!hLc{yGCPGuBc226dn35!hpB_2bghvs>vg1MIXX$BX)Ut9 zBnPcQnJVx6gwH9&e!dy5a9g05LQO948aE%7wYWUwSGyoa-8&eCDh{R)tKemP@PlNo8yx2X|3~u63NKy?jdbnzF+}>VnTK zZS1-$v$4x?x*?4Hd|O5e$TT~eBbC5OHRTO!;f;`~LsJ?iCa;;24~g9@yJ4P z1g~4Ilrw@Bz!9>yqWF_-Yy-;g3%IwOB?-iUi$H>YPKQPW4Hh=ssti?5H(n^&2puu31*jY+jkwtI zk=r~vPwdo9IZh((^#r)ULUXxB{F}0Kn&md zk|(Fs3~v=tVEy8uM9%ar>;u9Z`Msi}RpLihco|cK=v4EC{kt|cwokl~uJ-d(K~v$C zTBm^H3O~I6A4i{eN444MY&cDjYjVY zzdr(81_?2?G9&``?L}4I8lLYe@nHGXCu(ZT(|??idWkLfIxN+>AXS@P^M0PpP-!Ak zzBFInQEzHdX=%)^rui$OxiN$ZNKS?@b39kG`|-Oq`tVXAlzwrKShc;F^3s8CJUEXR zrv^3oN+l7rj;-|2{&j}Q#M)Ck@2aj7s<VtitevoGH^{m#%phU>#S!_>w3pF`cS8SW!WN+DwM2D~Hb6vdpH%H-+-Lx<2{19Hc5Ch5`QU}tChNrs-x#r$ zs!zUXH%_d)9C7-dBiaugMw}wH@%eI3(^TH&Y!Zf}t+!YEQ2n%n(Kh=^tuY%J!s?2* z*)0gwJ{?=)WJ66fE2X+7uMg{=KFx1NW2xa?K-KIZpl!hqCiDn8&Xu%Y7OLy8GrQ66 zy8_@bQjdnLCFfdiZ@nMH9!tGcF7?$6R))hSD}WH^hHSJCs>zYJbyC74y??iv?!oPbku*}_Ok&T01p3Y z4*dTq68xt#0Coiazgh(7|7i}qw+R00j2{vj7779u8Uhx4*bnnx$NZFV5HN61kYLpS z4i@6y+5jy0j30cYPx*g413-ANHh_!(z(fED|4SZtzvl-Z^FzUcpkdxm`eFY$=?7pS z0-O*b5dS&sheiY!37~*TFtA{A00|M|T^@jeLxzPx1}6xh5dT{qfcqy(@L%S@dzSzQ z74YG`O8`~{-u(f@fBb>}sS~`*1H|Z%sQ-P~4~zJp<^U!D9}5V?LWIFWg~GxF7YRtQ z0o2$4K5T$HHZ=OXKLCe>4Mcdi2vDHGcEW#K1RyvZL^yDl01p!iABcpHfP@c1#0QH6 z$Z+^5u=r>&|D*}12;k5N;86*o2;b!aBm_cCnD-U|KJ-8GfG{y2>>qysM2vz!40Z+p zv?Q=NBsegnP$Z;?$Y67T43hG_NboKXppzjZlc9p%6#^o#LSRdd34B)w04fwXa1{73 z@8$p!CM6m&72q=!Ae;)8lnO{dg@{Xq38IE%phm`^fuW*BL#IO|pvORC08%huBQwI# zGos=$0r=tgQIRtYC$J296B_mkk^9BZ&4RGU-P& zB2IubH$ayg;LZ(*;Rb%>M*YA8%fo}n$b&`52O-K2_$C1TMG%!v2%swja1{b~39vp0 z!wU(6xc_Yqz)1d&Hozf@O(#l1B!>S%f(Ba(K};H8Aq@zTg;tjbcq*fcD`N?~n*#`H z>d+?tPv7>V$W64>@BgPcFrVdO?jK4W!D~r8slgiTRxJO%#Z<7eHx zV?u5kb1ti|eWoDa$4s{hVJt$#)~*V2+~8(ihEXCf-gx1m3Xl@xs|(VZ(Hg^>P&Hrt zm-%MyHnQL>{pVlZyN(+CJ@!9?hK}qX!d_p6-8&KGQT@6WQ&+rUFORcbE}v31-B)37 zw}XH_Vr1U13C0~d-1DQ#X zPjl0hbKFHptRPPzldwf;siUlNPKr`o{PFfo+XNnqb9LBGOOk-(^Hf=^F82kokyNEe zUXRrhG&#EYt)%fatFUI-^yCrb)aDhbl93TDX$N^(qH{+FeMH@`X6t>UW7Mdk|E~*zcfDD4` z{P~`7mdIcD1r_;E4N~@l>?aA;-RPE}a)eg}WzAYo2P&hoPEIfV0XZFM)+V&!`@2Ep z@pXnM+*q}0XuQg<+WP*GiTMz{n8@`$xJs#OPsTUNipdoN`q)Ooc`KN4bVVZPVXuh^ z=S4Q%3mYiiFZ2~Ne5;>X`ex(3Y<#YP9(PSuEm6%FgL~%VOy4Z5LjS!}XQ51Vq9J-65Fq1la{iv#rhl-$=CElY!$I`w5b6n-x*pIU7c97W=A z%~Ql5@buFiV+C68XG4iSmWNd-c<)YYdA*MVE4Kxw@8F09c8k|XI)1S%5?@_dgK`fx zu=8D4qusAQ5<#xJ3O+I35R~GIzT&qD-d9gs;Cku80{ePnx|m$%^|gKzhLV{hz3A824_$7@8==qi}7+2$CLY>4F3Kg zR+Hq9B2J@}F&2>eiNyjnKn=PGi_&d~2)!Z1kKG7*_IUX9HZBl}ikLO?V2`gbBH`lXRq)+v%zafd5bg%bJC-*I zIeo?Prdb;%F?Vvd{ah}4eM;bYkyHo?bH;#j+Q;S)7{$sCO&+KwV5x)Z%TOE*rt zcFK@=abSpml+kNlah;^!6oBrbHsf)m2tN&|_(n}O*-W)qEk#)dOid%$={WK zNIwZGcF6pFt;ApwIHnvlWphSW)D1shRlIi<8htxs45MI7SC{e_n|4sicpf}9<{JOj zoZ#G~yJ>7L10s*auWoK5*j8Z_9{96**WlbWz{tcA z|7YcQL3QfRvn4inxa`jv%p8<%5+7Csl~wTZ_nK9e3pH6-eMw;}%?+~&jm>+q_^^6ELf!}}5jBUur$-f(*VG?;qf@P7rn;lmxX=mvjGh}eS!efy z@2jmF&p=Kw6}k0<{8UI&H)cqKf6243W6b?qlOltnL3T^7z#MI_s%S}U?YS;dv3&!* zOMS*@gz4wp)FCY@JO6M#lXi5j2I@=JoM(iob-50)pOjPrSCxI2XRGC3Y|6?S`OW;@ zzs$yA+j@{7EyE_JmvtrobQp!|yn0R+fSz#jj$CO)0v8GBHv?tSqt6V=RvIh*vK1yz zp0N^OP4t&Eb60CIU0pnSV1|t&TMazQ?p@3v2x;g1Qijla|IkZ3X&% zqNh*nMX%i#F>pzxn<}?e6oslt%%VN1ZwwmWV@=Mtn(u?Zl7`1KI1@cmVG~I;;EmtL((GLGvLS4yYcZ*X)Pm#(w{ywZgY5*NM8PO*9yezY?*AB{Zg+uNZ@+iea;M01%JaqdKRaX@&!wAfznznM1af=O)G*|q1OVN z0@HuG{&-!-(YCJy^2{%(=KRX-aePbqQtgg3^YN!Fjw9^B_s4V@p%LQ~w8O>jR^d8u>B-lTX`QX8)|cm<(3ALDp8eo#GG z2K}A!$9-_WY;}WybH_^4z4^h3w4zaSNMB#<7nSPyrP=36&+nQ#KrzHSn9SYpSSYZF zv{wP51H8cPNQw;)#H9)RxB^lRb?dFup$_q*Trtrf_PZ+Kq{s2kUI^ehfngbOzp}Hh z5cO6S0~WT5Zw%t-gnA&uiwf@suHGg;W_}kCENT-Y5b(pw1MKGsRh(GL2OK| zE|X$G&L_UOZm!W>&Wgic4sY@(QF$W<< zfH_U@&(Ls95j?H7a95Uy+0w8GZnMZ?7x!D&F2BemSKoz1OL0uw2NRM|?kLxp@LkkM zR~kPa6`Mb>Ua?`3L~?E^xFVyizExq+E8o=%2?Xm~t+{ z++hsj_&?I3hxLM5aU!>H1I}Dc%3yJ^mlV3ht>>1)IdNi7Q-kuv{kB)ayj()Gjzhv{VlB7` zAljp`-4TgK{UzM|2H!$($R&K}VG&awJYYW(-_pR`b0;?0MZL}-Pb{h9bNjfneMZJ} zv7-@TqK(FLNW!6w3#UnRSBq#BhsR}07BO`KQHM4;qzvpvT#tlH;zbag`jD7MI@!a@ zt4Hg)T4pF%qa1rA4TM`r#MzX`2aMWBh8UQIC2SiwopXo3DnzN5Cuz_|a25G?rqRY<5DHl;Uy`r3R|WpJNPC4TtRVnO*}CUBs~SXsQdOBDF<^(L{KC?0MbQiy-6O8 zvBU!OA;PKLBg)*uzt*Kavt=%PPyXqaaZzeJ#f|OVnrL?;Qw@w-c#6Dsj;iKPtV>hx zq)oN1kM&v%8Glm<77AmJf@H{(0OglwbEbRdtvHsu1Wu(!BAR=lNMzNS3!LF4eo>Dd zFVEB&#mWWP%$KLSANsDHq{XZvOYp>%orc5H=0dJP0~Zzap5hk5b3Uc#XtYD^)y0Q$ zrOk>k4UMhXU0F}gWK1wruOhW`AR1g3P_XC-#eB@XzdU>yLW4o^oik^MR44bKMK6kEU}72+WMYoM>yT8WcJ zu|ORJ@NEY*?71Y;qx2Ojc7?Psp0)rW={SHL!yA#-(_WA-@03#{A@^KnS5b_wUs3jq zKI)f68WAKjxSGG&w-rAZNAqR4(o~LQ zG+;mbp-Z)D`j_?crY32Wd+;_Obwr08l|Bwtf2s(~=j+r*E7i)tA>k{6&FuKlS@#X1 z9vcAl3$KluyWLj4*#oTeROX%Mp}?=VXrG7Mc4Fi{LqR`h1)UcmHgn;UwL3ORtaf%A?)HS@72eV}w2qelJ`dygT!N8FuXNrWI9qY97d17($iBQYQ>3iHQ2%z%i1=TBFsN30X_mXyHGfQ4R!@%)vTGI4vVv0bs(wj! zX=Z&FuYzj@4XyMw8}Rq5^IMUSwu?q#)qMKlz|iNMW#6Vc^vw&?n=6HGjoai+D#z<$ z*a7kTp4nTPd!BTVt}yUq#WGx+E-r2i&iIRCZ?$vrf9XqG~(g-tR~wD#>cZ} z2DHWzi6#Mz9nsQL8Eu`|)stV(2G6C92qwoY%<5YeCac_L?jomf#gj1Kv@j~W3Nv|v z=ejVV1n^*p`p2ZlbSkFYx`w#B=cj&PGI>WI0v0}ak8wkEZhOre%+4><%w5MV3NvOL zr%rQp!U(sN^!=G4s-72S>!1hg_N z7x&Gsbv6u*&#C*bkVUVq<}G?xcj9Kx^7K!Wm5;4I%#Kwqdm?@3_Us7u!f-^IrmtG7 ztVTqrTuHcC>dPL}XWTHYUr3do9bp{pm+amYDWQCsRMB6YjfR7I>spj3Z?|}A`zo;h zrnQWw);g%Y;Yl>8RXxKjyl5m-DSnCRt+jeJvb@{fVX2N;$*}Fx-EWt*y-K?IscIF7 zzwA%6(M~w?y?ZO8ZM}xEusJ+0OS^x!t8XX@gz7_zF1Wk)vcAR8-20gBdf7`v?Df34 zz{0;3ZM~ICwDH9E<56bk5@}D%dzVui0cB?c`D%=#1`lQu3RbW$DtqUa5!A4=Z*ut~ zK@uPK?{~PrTU48?O9FY)e`ld=_LmX2B4rZAW6)`%p(Jg_<@BHpkyn2aCCLr%wqMRO zbuEpN9>yW2WB2TjrfxoVjGz#M=9Uh*dnQw)x9I!#_qi7>-f~Wi?YC`Z9b7#?euBHC zFI(G3E8|3K>OK9@KC3r*D-T}B&l~%ottzA|tfcPK)#J^0o7uASRCdO_vaF-P^@EMb z^#h1gf7#7fq(wK`N@L!Zf=%owo%nX9J|-K?rtYKPle@*4co}j#)zK*2HRs7bbLl;E zG*cI?e|M|4&XNg_C~sHiY0t;DjtH+tr>-`$nJyhhR4w0wK?61mXr_YE_zO?76 z#2hbQ{rEMtHG8$SBUrxYbJQ<*_PW($Gj({LvwDPh_E$UqHfD)72DkF+@C(m=L?v3N zPj_U`&1czzwy7&*-;0^38z;tAjM@d#>x&K9~)GS`Ky zcNaFl$S1COgnr>yuB-Mg?aG|$c%z#U{@TagKlr=B=euahd|dzfbAs_qGZrh<`@v%S zCVOg+Oc?RuKbT}bUU>h-D|30!ma5Zd{V_;0i0sJ%(omvA1a zda(}zB)v6)Cthz4+7M65+xORY2jE=<(deyM=Ev342e_QhFp{&$>L*j?oi`nS9HGPH z++R7D&r`#Q9n)JuLWd~1*}}EICVI!GYxfL2_qaHy?Vb-Oe{!myath6^NK3tSEb7W{HNC zFOgg^@iE~bq*%UK);j#SxB;AAHDC;#q%Hz$8w$mAtOlYKNbdb)>r2+3ODVUfiaYPd z$E)01si2heY&TmPn$ljO^K>-&!b>?R%@uA9N6?y)Ea|eN)jI=?u5oAu)^}Jmh|~&u=uhZKi{>g8E<> zU#U%@_7mzN8ZnQGb@R{Xp_<;#QTvyFVpqluz0TRGG7gMzrP#k(cvpW**`cQ;0v2hIU>fCNEEAD$S37`hN- zKA@niPmO>5h+HgJ&l}?9c+(2a>VXRTY~o}&fa(2JmS;`pB_d^tp~=2nIp{-WGii2^ z3@0f>6srU+89q`q16Cy)HgQK5TM8Y0VN~TWPDk{?a|iaS{*Q5NC+zTiWM3zWcCFb`D+vTs4t;I~-(W+jF5 z11$0vnxvnrKh(OKMx@F5!vO|A*1ioEm}NWnQw}@(ttAyiqidJ27#%C5Szw%`806DC z$y}y1iHo_EE4Xg@2sKnp9O@m6E;xj1G|l^^X9;g=6EMZXIfJG`w%Cbe)b=`lI#C+L zRCcI*nP9nxlrnS|;XF{JknuN;fp2+~M9JMu(@G<8cAv}oL%`FQ5Svu5<2AY15NG5m zJE~#cucSeyYfP1H^4sF*Eh*AC*9BM7Pn{}(s7{-M+c4Tu&(63SCg!JMS&qrtw>;wv zE47C4Dc;NCF(+QXtZhMRtNLWLxU<09uS&aL6R~lwwce~eLRz|qQ2N$jhq;Yon)#lW zus#`Y95)MJsh%OiT&HXX+5YZQHx?>Io}0ng@pS5i(2cQU?H2)BKcYGcnACJ~I_tI3 z;=DX|C>yWLZ&_;RgnRp5j~MO}MR&NZn+{|f7a*%@c_jU{W9K;bbMMjw z|25Q`|J{=Nr=KMRmY=Ajs2?)c%{FwjpA@9YO~e*I<-%5!hWRs;YiiRjeBQD^am1An ze(Q%lQI!56mE$Lien_ND#kiv=SZa7o1IB{20)*j}FU%G*{yGQ+sG)8m%f_revz7aU zD)4_&l3J)U`l?RyH`; z4TS2hQW<4CmHhe^6BNIGV8WK%F5SoYg?j445k`HRl-XEBM($54&P}|o=61y-#X-tH zl5Mgy5%KYN2c|;(Pt#Rel&PGSKWrvKrgz-*bC-Woe>zt0dXtmL(HAvgU!dp8NiUEMoM0m{{DvO3|INWWrg6Qg)hvufHTmUOxX3 zx8QiF{#aS^^DMYZ?MKOwa*d~zCHqGW)h_JGqSFaW-PdQ;zB$Tdf65CjmVBiwY?b;D zk&D&GjFlf?bAZ+|*~)m-P;o>7!$n;~ zZq`)IXa(*FP8H0lv}&U=+WO}$e%f$p{VwnsR_$(W5nZ*NTJOvunI2)6ceydLJ^ack{B=m&AS!sqj8>>&Z4V*pM;{rb0FJF9>F}q~QhsQA~&`}$8$$j8~f!m|| z?dAu@>H$H6^I()BOD>k=A+fIN%wHnGX)+Gc(+myTZPA4Bkz_7#C|a6v?&lbX`19Rt zZGnBUX*xOo^3z<)&}|rf+cA2r>U-znH5z+FhL+ZUgV|$9_{IcxR9C_!f z`L-uiTcO#>Q-5Iq=Mj3oHj7YGzlh-F($|d=wd5 zMBlbz$>?^UHJwK^EKI^X)%REnoyW|jN%hycIf&*t$7$D&GN3dLgeI6Kf<10L$TSYA zKR-=-p4kjnQFHvrBUK!O5af`EVm2MqvV|3w`Dt{DJ;p#mg001h~a@Ylq_U+Tbr zRt`}9_g3K_bpQYb34ntHs6c{%|HBV_L<@fl1jJAvkWiptAJM|U1Og~1kiP{27yvvB zDCCDd0QT3=0Z=3O$Q4jvL11CQAYsA5|0x!Lxx(L}0yGFbIOK;q00jz!2jJoUvIjt6 z{|OcTS~>VjAizQd5F>&he#{*J5dvVe00)W)TsDA!`5*_NAdsOUkYT`(k$~_31`2=^ z1q}J4RrqV=02M%j3NS_m_@RMdpn)U*l_)?1?Ey462s8w6G$b%IR8VvXM07}abXX{K zG%yS>3`_t4CV(6h5)l&`4igRv6CM(nC}2ULV!^^-1K6>_FtMSK{y_*};D9R!IEYXm zxdMP37Yqv*5)Bs`2^R(t7Y^<(ga8s38w?MW09Yw}kOMF%1aJr+tpYL(0V*T`1_U8M zmk=6*5Ehvb0sbRY00a?%5fUN65urj8VS^I`Scm}v#2Ant#R3!#2`m~30x~HK7AX<} zDbOLng&@U;Aj5zrBZ2q?LGlTTkQ^3^92<%Pgq{Kcof05G2}Vtcgi48uNQnVY^&t>= zQ3Jwh0P-}Dlr+$!G;jno2spF=BYMy;^hntBsOa=qh>QSXMrbNV1VUy=MrL?&7Elfr zWI`4+92R0Y7HTL~EOb^pq|X5P&j9_;0I$!0NH!1=Hh5}wsL$*uBwqn)UjboXLBzQM zw%qVcJWxD5D3m-{g#4hA{NyMC098SNjUXUg7?n{3j`tgsxER1t4B#RL2onQU62m8x z2KY*Y7)ZlN%VK^00b(bQDkx7uq6*@o3Zwo%Hc`+dYb5pHs+W4r$?iZ;c$f;CgIqJ>d+yRcN6y(-J8XUhqj{qo>yL znf6cAE!LQ!ocr9ak|sD5W|Eej+X+;%E9?oHO}wpkT;eI~bS%ybW}YQo&>5X0UsfSY8llc;lvfoi`TZ zXF{6baWd9^qhImFKC3h=gIu%??(ccc49>2?&fMfnpZsip)5 zlcBUNtVc&;C7wAF=9QaIetP!vB0hRigXxc{oy)UI)BvQ;+;itE!8Xgnrs2}+auZF{ z@;c?K?ZE+}Tw?1+Ko7Q+4B0m)Ixq;fvZ}H^X;b|Q>;}B6-utEFT3-I|vDOWYVJDY) z>wijfTgeOCN-Js4KjS!nVR6%Wd?ET;TEqDjo_5B;L#n1%i_#sAmK2X5Xp*&H%r52C z#K~rb_bY+DG(D?q{cKj-dm2rD%-M=rTUpE)^`?F57~AK1ns(|<0X}B7oe@$GyFl?d z_eRNA@|4GJpN_VIIqnfhr^Pu7I-9}-#R&OMvW z$A;wQg;$`!oGx|_ak@+!{!B1taOL$CEcrY>Va^w zcIw~E>HbsLw|^nv@4?@hoeGU?9_ z^*#AF5w>2`J{&TAXto?XDj765Fb!OlfmTcLm>=gCc_*Za{GX4kgY==-!;c0>1$lG5 zea#A3MX84=c+sH6M@dOGu|<^{SQ7Gl^5=eY)+Te-=uVLmpXQJ^oncIZEDPs<-WQ+H zkz`HvYuaZ%RDPFnPKdTx3q!i#7yVB0h1z4=k7$mHv(duaDt-$76C^*ioO4Earb}H8 zY_7MQdq_-NfiOV08E2BjpC5JyoRUGNo+AZaEd3e5!(3P`NHK-*w%L8(U5e z@0gJ62=Nb3#p|5K5hFZ1+#h-sGj90+-`p-`hUB$r8MgLcQaza6;r8~0!zcSPQZR_F z1*lQ_B1fE8)rti%I^_*P2J+@i(>a&Lc{KS)fER~vnmEDE$0(^>>)0}tHrF_IyJ!@i zs>)e0KGj0)eqdC%2-*D@6u-^vy< zEE|FP$JCq*P8}3}KHHj{M$eIUCAZ_Yv90}-7hyqiSK>Enr`oUQhhg}cIkS>gG&=Nz zg|@z>+m-;yGj_v~)q#Nf%y@DO-rm#=u++p{A_!ya+vK4fiVDYb0z$i?-Y--O3C&( zBSM@`g>czxh%SIdL|L+FcW8O=Iz9bc)Ko*hw$plbLEjL|(!7EnhK}11EHbTV z=e+{_w~VNRe5|v|SYt(gXgqb#%uLr@&%{?A1nWxfU2~0x+avD7 zufuK$VF~#@!z=9c#no_+QWyhpQt@7y>R%msofta^hPP^7TEQteQ|ZA>4>SQs^=S{y zHsYp#G~7?|&K)OaLF{DkR`)>~_ZN-T4eLzXcyiM1S70RU-S%JRT4Nmtvwzra?`q@v zTGIZ0@6frOPGFr3$dA%vJ#}q$uVepWw3h0IX#s|R0R7PL+ur)7#zk{++245-p%zg& z^XF0ay4rSXUJ8eH3!OqoN|$`am0spjVZble{6#{y_ggV@4GC0?J^W4o77F+qgg!wcGn0=+=+O6-Q+e=7%-2>$DUa1E7K1?o2-^39IE!_n?4)-0$ z1HGLo%#8P~+Sq+a9w719+`fW(`%O6x^SkaQ`nUz!6@N3M>UZ%6vHVPF-@WGql}{5$ z;-OpR%j1M-=B0_3WaiE8N}%MY{L@|U=dWr%cg!A&Imj=`*-*0B{v!Ks$^KSrv!*WW z*x#C*{uF@SDp}7$vP92gcUJ|*H@bm}`EO&`4Txd|^DAf$dM&ak-1>SFDtlwRDVDJHpQ8hSxvyJ=Cm zdHedVHDc#%n2zir$vF5Rvj=511xYr!gvf;m8G6V&g&akNfH?&d zDq*!JV*j%9(~bGU)==arlN9uYlC+T0ntU(feBbw(BiuwR%+kQ;1qA+rQh`-8 ziaMW^wTNBOURv){OpcDH410vqVC2DmB#e?51T16aJpq zSRXH+PfYtk=t~fiQF6duf5?$ibSil07HH%WcA)a1D_uN$fl_1+DvdvAn3*`@t8%!o zb2Qsy^h!}2He}dgVuB&Hm*-xHZ?UJEiu;09pde(#H=Rhw?I5=%r0}6o6k{`V911PP zkn3T1P$aViz>tvOiVkY$%NQ@f2!n1`o;wjeVFheoTT!H%xGg8(2{s?l`IM6?9BsAy$w*>;T+J7 z91vnA-i6Fv2qzL%3}()(pn%MaY%E$AP?IW1L9RSu)jVMrP^Mwi1DK?;qV$!=)Ke-9 z>!fH-iC7P&v@eFt3xS#D0+9SBd4jNcVkvoqvIUw?`QMgu(&R&=7t;g}vk%zg5xJas z*kJ-W(_I!_j9l{cxKK2Q3mI|IPP(9BU<FY#sIE*N{w*0h#9`?sxj#zqG_W%_gY%aYbAD+T$A%PtCMnPl5$YLE zF?dY0Su(c3!6c(`X=e{@U2=E*UFsErW|&e=R$VT$P+)PC?3o-g*RY765FTsDL^W+Bs5Vs?;Q_fWNw$nFdww zFz<$|@-5hc!vvP9H9XiLE#qHM zU6eL#RutMpNYb_(zQ3+l9C{oWZT%DO&i}$(NRW<0!F|VS{o``+l%P;w_y zq;%o7LGr%z_#HJNj25Fq_eewsE3~zJukLJW>ewP~7Z|D&R&J+Gh2A#l=jMi04RbmU zg?(S{NPmpek?gf=Ym!LoH#zC($NPOg!~*^9+*$NB5{EW#E@VLS1pY>%u>o$79DlH2 z3H{en^LO>ZtBY>Ap%5YNKJ7jHeY|pssh&iT;duB`3%Z7Vw1HjPL{-(;&f4I-#LiCI zS_jFx1d`S){P<;@5h*Co=3I@dkdNdB57eCHeBFMh8wsm95}x(N;*57G{i`j*kv0|do;C=IW;th?`B*k?h(E(J)*q-o3`UnY3}0_c zmzffV?i+?Wt3$VaYnLLhiAkgzcOJo-t!;wd4ixzzAZ=0MFCQgST8ohM2ZBuX!}|z{MO86v&-wc8~i3!2FRB4BwF}NTG8#`pxJ@2!AJ~M-S%9AmkbjSH$M0j=+7+Szf|zcHYfqZ3x!%9dLKvJ-79#(;ZTT zT{*(#&l)pZVW{^!s~Bl3iX@xp9dl%BDI=omtEZ@7gbTumqh-vy*x?HbZ>UQ2VEyj- zcFi-?VcRAds~tRxf^D03?@|z6R_%NYs~*xD`V0#ule?mCom7K6ll0~axb=c+JKrki z#dw!4)f4`VY?K(bmZb!(rSi1~6l(LvSF;8MToq)>N=o(9|LfjW7n4(?YKczp= zY=^>HJF;*&uo&OuXe$!%DCx;Mk|b#DvpA8)S!|71M3MUgiEtpyduXq@_VX-^qGBmM z{D^mRjn)F9DPpxUV!vSR03l?-{vrP1XToA5!mW6V zlc2Mpd4?Vcv$N~uBlV0kB+1jd^w8>zUBvT|$+h7Ph9m0qlhE=t9Hb=_zJs#0t?aWi zEXHd6@R4$a8S-D7@$V6NB)gRs^SQ)f=uWOWt6E4qH>F^z?&IQ6Z%-**XCxTPpwhm+31+(1E=a-uw=Xa=G zSB(Vb3YNDKatq3xH-r=Q>Y0b6GT^lyknd9`=@yTEZ3xK|*DkO3p^=a_S+Hqc50yku z_R+8qo!7RR=OOD)JX+W;zaF|J51M~n5_?|9c;1Ml!uxfO;r~J`uXy6O1hqW7rH_13 zDSauh#D}>pNf7w!9GrJig(2pk~|@%Dk=oy1$WmU9ZGk zAi5v>b%2h9oO2Uayaf&=0Qe6-(1VOZ5

eRW~k~gH5R@LS7)K`blN_BT>L{!JV7- zmq=pPAJ2oaMXt8FUOH?Wm{DOego1!D;JAV5YV6*zl#5Q^ z6)J|Ec~!Rtr-eGDWA5)34<|QoCYCG1B)WGW3XK*$?X<50CbsIx*~WPZSX}x==y&g@ zu^t**dm6a*k5k4G$T{tC)YAw znhOEDvv^Vv++`-S{E-uet#72gXJagA#b&>_a8|z!4fBD@fPQCw*o#KO@SQf5Z9n6m zHsWsG=_*T(fPJZKpZa`*obzW*D2gNJ;F(Eql(!D43sJ$2**jIZ?yLnO)FwLNP4iQf z$bsD-rf)b{WYtVWlqFUbLk!mpLvVaFHS~nQy}cn&q%vvzT3OeV?rD?a{DM%5u+ZT{ zj+5w71cX%UrrLuML_xSz;h9dV>XhqF^Rm(4#6EShAAP1QJAm+frk%6a@iV>m^EPS> zDTaO=j9MMyK{LCbvWuUZ;wk~BE9eb9D{2TMB$+>VWy$&IQC9!m<1XT7x{7*E`>{Vm7XixC3&mXS!ArW{l8OQn$@Mqi z%v^Qr7p&spq7~EIUVo0FkDQvWd|OR7K|V5~SNKXGlW!HUn1&&vsm-x*QjYl7|`vE;8Y&r!NN7j5{qxxc1i|v@Y$r zTPw6!wL70RD|CtwE}roDw>zKqD)`jxcQ{rknbbguwq_5}?k|~Zv;0~N0hHECkF=0a z_`^=ElM|Rl4N%~How!|NELrFyyf-&9FH|5dwSC9ef61C{a;$E?d^-LKuvHrQL&V;p z(xmsp176Wzg1>q#!TwIIBp0k%V?(&l zHNcNpLhs)}mOc?8+_AiSZsez;J)jERM$|p&(x;2pns8r=!hb9iTs8=aXT>~@gg zsgSf#3{0us-q;7(P#NuQ;}t3q4v7i&?a~aG$_FO3?8@NRT5Q~jgC5E|X0L5*QepwB z!6$z!&D2~yN(AbX9y%rj3RYcF{N!)na;B|f%ydceIYekoeo)Ahf+_Eb4crISgvFZ@ z-D3_(Jg#1GgTe2T>r+S5EKJ8|yyQKmaY`7OL{Vge84UVScY(aOWJT1`8L-2sh#Rog z;&Z@|>pBDv{3^JLoBf%@(tX&igjg$2u5Q4QO8v#K|0qrSs|Z(Z|F}y3Y5K({BLM`i zNr?njUzE``%v;b&FW9<_ySxLQzDG&h7V&_XJc>@@CF#yj$k`YW`(<9hNl%ImZ5sVu zLXzgv$ZtQhuRl?Xz%)yxVO~cFoEW9Kgw!V40FOfdNQs4}OyutUk%80Iz@k)a;{Wm| z`WW6s>kK*%g(kizpu6ZBO7gUk&FA=%G8&8Dut{Z@mVTH~o8LIGXF0{{%S22}@FSb$ z6V_&ngUEh@?LFnjFMWyq4!$Sfc%jt022;WJVyr{p+BWbpZV+2eg0*F$?D<2n7B@sz zm$g-8G6JSHo7~*)DY+r6`z#-c&fK(hM{d5~A*J@h+squu4_w8T@#&da*tRZE+)0FY zyp&n$!l`$X3e@*~v9LXiT0|(AYo5`!0A9DROlc~$R(l5n zO83t*f#CKs{U9Bceys$iU$kzYSVF&ytiBkCunBO=2G~Y^1#EpJ3I}vwqP>)TCBF~osMYihqh z!ackxT|m>E+B%M=UCaIJIU?iJVhN;ELpOrQ1^Ecf(%UzV&9byz{o|I+%F{-@Jf6$0 zUcBvi^ZS0DH|wZC^%YV|=OHN%o47*tU6F;$;mi}8q;-zXgm7S@kYOIauD<_O^r}nu z#5SXo`vB4KVe;|2Z7!w8;jpI5OuDq59iPTgB16j`+B4ZKne=8Q%kHLnV4@JXI;Yau zuplsFU0bMeda(PnRC?ynG@x;23*@>^JsjKiHO^i4UDsdV9J`=2FMKK8HWAj_y#W77 z8JK}<3$`FF|A&;}|Kc=2|5u~|*f9Y61hjv34F6B60pdTi3xDMc|Jhjpz(NB^|Gl;V z13-iUpu>Pr{5NY0Jg@*8SV+)+Mi%}K7ob4lfMx^C-%bPO$H>CpP6H5W_z)Vv|Ed-+ z{CNd28f94f{U;{MdKS%>`WC0W(6$~geAff@V z(f%G;0Okw8Y60N<0W-ispaYQxL~slMAqIc~1Hkz)y8sJ?fduxkvjBnev9kay7*N45 z(f=A*fJ6p54cO2K*f8+eu&~(h(AbEO*vJq#fKNE6;J8pIAF~Vau(+6DA7%q225@KL z!)bs;#7Bb0M+e8p1t$Pd5&-xK0D%NBs046`1PJg1h_Jw#fe^q%2u45%iTRh%fJY3A zLX3b!jEF#t1V@YlLyQkj01#v*~mAVG&F!Ga{gfglAaenLP4hM(jBW^w>OIUs}_ zl$soph#VFhNHvgSK~q4GQxHN@;zLov5Kl@&F=uVA*&9TD-ui1wd6t|$X94n!K{uvvcs++ueyBaAvZ=^p8XovY}wVzpTch@a4M8oGu&_XpEu_TJ(CC7Gxcw09ladh4htsj z5MY(ExEE)=2)$8#_ST&tY{WLaZJeRBEZ}waS4hdf84+1#C@gGxP9ungdo#c)Z-*(j zLFZ_|5(a_`fSA-|`ra=(5&(B$awDTzQh+O?S8a)#G*Y}ML;+YHM%o@qxJ|l>nP1}Y zqbPoFNx>MRa%w?Q_9qm?a1wTH`B?p^)eCd_U9^kw^DcNh!}$*DAo^Fv7Ychv>E^XG zny1AA?;jc06bUi7Jy~IEpN@1Kz&mj$VoM{L8 zo4#gaPw7NHRxVK_dNihGoYYol8NYl|x)o>=&Z?NZRepOct^Ivu3PIJ43ScN&J$lF^ z-DVNVYl5dWp$$FdN}=t%k|--~jaz#LLterZ^6kC6LuIK3r^GY)&HX5*=>ikbx>RQ2 zb7xeZ($_Z1kz|2a zJ$DB3%+!H>9L8Fyy?$&zZ3G?eFeAxFkK-mE>2$&=eoJu~a$!snGnUKic;Aw#Z^;M`J}U7K?p=wexHCLGC;k^SpknRQYx! z7VpDWS?HKkRR|U@^CZE9CQH|hUPbJ%f*Qhg{uC9p>H1uJd421!5O8>+n(vBnvs^yX z?s{Ux;-NDREZmF6{8<{6WH(^q=uvV{jr$5UwS)cc;u`;X{T-UO^K}YLdSY``w6e8| zD3)*;e2(YRo1e5x3`E}ykbZS*qbDE2G9{~0^I`s#!=;f?Z68J3_& z+@wcMZ3X}in(16+#0@Mg8-&@4VWF)|vUBK93&k!|g@1`EdRiLHyVziNryL{Fw^6Wj zXeHq_YB}7cR890;?B?^a3$pZDufUj}^)2Pv?t{APhZ(o!C`E&wG~j)2HH89fM>1xn zqeSTD%mYiWS`m&nMDUePC>zaX`X@PfA)lhTTBD^6h|DwqsS9xUd(7dKZrk|BN}?1c zlQGfUI^=3i?L1dcsI3q_@eqa&t;a;fr^ zhOC8Ai16cd@Lj1T_fKuC`^&H?)9;4p1H_$_1Ms#BvvMp*@Zjlt=q30J8@k3~=)WRspY1zs9B=-&s6@FXM4y)o&@9*^MGcr{t;m|2Mr+YUw&^`ZCqpT<j82s*{>3m(@~VEUB^7gl+xfK0w=I1LKF~TQYOX z6LMa(|Gw@1@>)~BZ154r2^`qSrfk(+&xTvMsp!gz)Dc#*yF2b@NpCpJ!VkUC`@Xd8)Km6(?IzsoX zJY!dksvuhipasK{a*+f0mTWBpKgTxcay7_M$F_=-)Ft-uoF!8nZEz5>**E1miVoI{B!vHmIVf$yr%nW@{u0x9F; z?@*VyFJD{#%6~aqj!|bK0tDXgp&+cIJH>lQo{ z%2YoxJcFv`X?vJ`!W+#!L!^`_(UjU}TlSdem^6LGRO#K=?yKNDu=g-iR9Zbnu%zkT zm)d|Zxa`_lc1359Y2)#5WhngCdjKP?r&!v4FE9Eq{vA(lQ1{ybY}f;+G56)AgzT4! zFtnLXo2w!$T(Ky5aLAulI z?xxwU__8MWPF@?x_OQ^NWJ*@%3ZA`Kj&xAig9nC(#3{`l?%mTJz5Ll+ zjOLvT*(~BIoU00D{se%hv+8f@d#^z{yny4J6*?g3xR4|v7E;=iK-pOIJ97)d4?(ei z2Io#FRP#mG)MR&v?uOvvfP$vRP^9z0ud1JRVeUJ4JJOFnO^7`V402kyiWZ<-`h!u1I;>Pa`_5hj1 zM(}9BlA4Gk!{KQhsP`7-;1eWF6=bH;gcV>EsIl)R?qqjh7%(6jEFT2DA?xDv5F(%W z3wIEQK^b~*p3Uu>owSYacU#Vjgb*^L;GY~}`Ht?8Vu2{uL7_%62Q?(JOd*!!c*cXE z@(%&sN${0M8rg|h>Qn(a=pke5&^3X)lSX)5NdXzMNS(^I<NW~7?O9+q=lyNS;yqS;H06Vbm+Yw`bmzUkQvc1=~BrNHHV?gP9c7d zP(z#^jMqQhl(4>5fpN=bSy*L3r({8KWw8|rsAg^r#rDA1k9(!t4Q0gpJ2Do;UnP+n3S^P1f`Dx3ej3hV zAxZy4oj0$XCz29V+mtz!n5{8rT6X_KO$CFiB#ZkAMP4+ObH zl9ck84U>{j$(+wWjHJZ%w(8$uO5Grx0mwozLx6U}lnq(1N;&lRm+p zcYm1EC|)>2ksJ2jl)871L3UKg;+;=Tl5C}dWC0Ttl8^z`ly)}siPNQk(gcl5HNT+1 zBq1y3_XR@vLP%e7rj{y3Gqq)KaN&cPrJM`85^fQ9b%F6w0h(%hf|D}80hPmoDZY5F z9y?|$4SK#yi2Nd?p%<*XD9twgLvuN)eJ0N$pC4?l`|A z#0rV@pr?u&mu#WMa!9yLXtj!4TnzYQ+|0(30IqCn*ectQ^6$ejBUnIptqLeK;AEFn z4951fm|(n@Fri}Us%#X~hr(EBm4F_>2)0%R(A1nf<%r{2XlTX%Qg&W5NyuEnV1SDh zRxA4ST$vhD6RTBSx0IG8fgzuYC9GD@Bc1|+XL0!uJTwUDsv?8EoRPnit*}|k*XptT zST)6&rkPR?o7;eUP$YI(Z3kBe!BO-ITYVT(k8dS+;EZ0|Qe^#{By|bvON%X(+LR2N zI1*nMqMFzU5kXgq5qDhc8yy0|S*}6jQ@zv}GE^_ll#5qd8m|_V7}|VlR4&z6PxIVD zUtBBO8kLIEB+Z=9BSBQ_)fn_#VDKF?47W{@x#dBkbxI<02(LOQr0%Sw&H=YI_G@eZ zb70x~QHd{1X)q1C?qu5vZEM~#_H;?xytu))&6cawj{BC5)#{vMlXS5Z7Wt@J?C+i5 zK#J~Da~i(ZK94jDUv|nICjy_h{}By)H_`#zZ#XRJgj#80lS`mG4r4g%QetjtJM#0V zsS7SGcKaImVoFGR*RZ~n{TmNs?HL;_tcjkc+QX@#GdCI5jSiQ#2_=m9lBs6Sv>Vd6 zkLY+<}qGUy^-%*1e%G zqgvfVgC~8np)FoGqfObKOJ&htLlX(Y3T-$~z z7JSU`g@?e&$lHSlDe)xE3RoW9OrP8IX4^!A_BaGx`Zdl7*sDJ{y}8O^aB*8us@u#t zcl*HeL`Pd?baIay(p-H+5qwpC4_`cci znX%Y^JWczx1fIe1tl$=E6K5v{p6M!&D9SlSH#@ z$qK2*Kl&Jk)>0PR_BwTqznt4P_IqrQ5x%D^d`4|-7C@gNmEPWMJ{*D%()V6IK`b~% z^g5z(_$PFg-wl7YlxNk+d^|y;uFHIlj9_-$y(3(zAl-Zx*PR%3ct+4A0u^CyUCM00 zotSfVnPGL_TBA_E1o)*sas(0}3?ONyn>k&xVJYw&&neNzO*G5EoZz7g^5MxL-F( z&Q>{i=Qq-p>$G-6d6!;Fc4Wrj%DWcmJVp%hcVXL?#nv_x%y$JeClBZ`A$WK3-?m{r z)&iO4ipCbzqW9#-XA}^(7)a)B5TIOmM=^PJp2Jsu60f1XrDQ1erM$;(i!c<&rmrBm z?~j@r1@o><64Wcv?`je5IU^iKcWg)@9yIXmYZ9(iO6{g2&LpTGMy2$W%S-)+WjvVo}Z6{j847KmcByIh!IPxAl2=CY< zTHTAafVQ6OTt3-1q20%cI2l@-=HWe)Se=qG-VWkL4fcW($~ss_tSt}U$dsIzM?B?$ zJ3n1L&T&5jyqz4jH>gMK$-Ti=Y972s?9)f@)>rImTEl?-x=3A{8ec={2Gr!Y?N+%S zwvJECt{%^h&*yMYSw(@spPh~4?&5V${^UPJ@jO5~-#cjEmwiuP?^~@7PHv;n%Q%2zE1XjP9al*By&^caq+fxBP0hUQyED|bjirK{*!2t zI`cdQu^Nr~R-NctqjH;l0(&^)c1#-Nnd6rHe8(^oO)&EIeB+Yvy_bRU7^V`m8TLS3 z`?ewj2#{Plo*zq|&X;@bD)UwfGvq5}&iYlH??~Q-RD#&bR7NA+IUy~pc|O{B4w3x0 zkLiS8={hlaP0{&VjZA1zp8o0KgxA@~zy8g<>Vy;TXUIXVG9SP~dbUtl- z*-!PKlQ57G;v!@wlAAM!GYO-T(zMU4Uc5h4tOjnOQ73I@RjqxmDoJmcW zYLj*L?>g#h3eI$$fnj=6Dsj|MUHGbPH4a+w#sCb)3~UEQjj9NJ6~QiSg@7!cH(*fB zTxC!vg%gRW0%c7DlBYn6XnKFvVEB9V;!U$ zhFzI?t!rWBsq86p&i9FtX2Yk$S-I0P86;Yby~w+^brhEsDjkB)4H4ffz=!=i9( z#`rM|ke_c$(0RMqTn$s^;-ierN^;8$?`8~54C7o5A`Bf0Zr9L3RjXY$FcR%l51^7P znHPb~sxwmaG9g=K^P3^xNF~&GRB*L=A>xrh@-Nk9JlhmKxyN@PEd zNt~FI?#IuuZ?ksgRKP{3?%1^yjq%n?7L$uSENa4yaRKsW#=(*_(BrbQY8uCE1XsI;tUa zY`OP`o1~vnjQtNSAtGmkN-pesNee3xpBFdoH(WV$lvo0+L~JKk9Sxe3cAK*=c0S#2 z%BsAnkbA?taY|=*o1z!*lFKC_yMVAG~)*&{w`4~2~55Ar=xGwU*z z##s5Cyq2=rOQ4t_Mh11Crg!oUM!SJ?BAXQnF-$L59O88Lw7IxczZ70(N<1k zu5UdGkmDWg98L6ZUMbax7>V)@lg(lTR+hQmjN5}{JW!Eg$h90hr}ca6FlnPN-wYXX zz%OibbG2wa0=rI(83mL_P<@^n-*dAsrB$wJHwKuTYGCoDg%9zh;ouATv3Z%4QQMLr zR=)}OorL|M{G17!|ATd_c+a;vR}l0YHm60Gt&SYT0NHj{*K$ioKMcB|KEP%R;?d0(oIr>^B^LJ3)6SuY1IfxGWgi+OP zuuv3BS~l=+w*SH{Ek8-?wp&1vC=Y4B6&Wlk=In!*7%Gc0OjE`-;({1|1xm~p35YXE z6^Rfz=2%}neI?EKwtHT7@8BCxZedwg2#6XIBFKZ0R(Lmpl|fPEY^+aHHgG@zfhdDIOMRT z$csru6>951OvpE|iaeFcaG;4ws$3zfy%+Bn1Q_ERk)ug4EB6aB;!Nr=Sa?d>t?*kq z1^G}MWulzm^TI7QW5!eFjn`6vuv<;5&RGWHd?~_-gqE|>{8k{8RfsuuBa*NM9YMBx zh*xzgvDBF=*~rS?aD8KS zxP>)6y6SpE1K;efh2v?7!Z}4^}1A`CzG)yAII zlscckBwIfoFJ2PfclM7m+CjN#fiFjtLP}TJ$V1lN^=rddxjVWI;+NL9@ln`B zyQj@z;x)$-zAM(qvajf6NU;yfS}X?_O705r;(V+v7-#3~G6brO>QdMykDYALW7$e>^Lj#?L3GB(>44T|^Hx=ON z_jGK5UB14)F)pP_by9(}H|Hx0y64k$4#k&fq1ULdiK?@u2KB+qRtJiaxO3G7yP0+;?jqLpO-=f%+4WUQU2#A|R;l~x^$)z|tLVFi zb_5B|k;mn2O_pYaKW4UtYO5>>S1qfr7ES|dYqVWvjr&q*7R%3TwFUPbudkL~P%8@u zm`)7cWCfPK+iVLk`|SUA8Va5I=>Ow1{GBrFkabG%|CfZo8ki8Y{r@Ed5dW+p0GAO! zLBKxN5P(w%DF1Cj00IsH3IYKN3jEl=rVyYZLH-pIfPwynH-JEag8y$V0Sq*N?B6W` z@ZEpq1Q;*?u74E;|5`(U0EPK`5COP@@OMrCF#p&=fChyJAi)DL;6Y*F!65$$3827$ zQwqRM1O!m{53>O{g#ZuwVKx9q5WrwQECPvJSfr!+W_@0R|rsfDeX?4}*da2ak{OcSyiY0N^74B_V)CB7lb{K!77af+0YLB0vMS z1XP4TvjH877zUFV7WJQy0O<*#;ohfC)*04U7lmNdYFLU}U7|(4PQIp8!E0Edd_n zCqf|Gz()>A{IQ0Bgbbt_D6pU@!DuK^kSWO^s36HdS^{`1YG6x%jz|OeU(DTAR2=`J zuIt93X&QHTcXtTE34uUx2@>4h-8HzoySux)ySqz(012D?=Ui*9ea_kEdXLdJRip0e zuKM}CUkE)c9Rq-m0UOMSK+cHtZV7Oi01`})oJ{DL%z!V<0872b&j6!w>i@04X5=BP@WxC5TS>k0OW? zdRGJhmv==VN`@)+Kk$I~zcw2nmHvwm@XHcX{`XqLyCP8hs|Yxh-U$J~TLaoy6Qurs zEg{(H3qk*{8Und&rrbLr2C@8Yc z$wr?|pqxm7THsgrjr}r^kJD&-=<_v|--}2I;Y3c{+QwR=&FBONlzt_3t0UtezsMVj zi@O|4z(J0G)kE8}<2lJkevpv&54WR-8RHVqo%Y+u*px&>i9h11K;F57#32|^<>R_1 zLhNj&I|@b!fsY?jGNIj$cJe0Y&nKfzyPHqV#I94~@FHw*OvMCD=Yq)uK{~E=fglDB zj&C1Gt%mfxDr}ph{Xf!~=&}&E7Vn2XD$?YIeyn{OjF(e6p@>vR<=zXaOAgZI6AgMa zw3iM-Ag3HTN6(8he=iUCDUG7$Y%>7*fj3H`3F1BNa%sr?RHm_)Jqi^ST7NgXC$ zoq}&agG5LsC;iJTZBA|yTk1)s%8JWsq^gfhMiyeXXj;jqS!&%RGKnyg6vo;&(;eS< zm9TvLt?icLw3bsd`XUde-cZ{4pK2!A%u%lNsT6-&)AMZ}fS|hDed$kytcx1G#FKwS zOGy*ms%as*jZ)T2MoP`{YlAhiLG?S8D^!gqRHPU6Ki26b8X76hOq=d&H7^zWc3rGG z2B|#Ax*{`6EHgxERnPijy-$ zMdWvp7>reQzRHc;c0TAwWDOHrryn_!vnLR?>iuah&!pu_!ym60C1B*l_-w(t0EYX0 z)xj2yYO}PfPEfl<7A)v6L+?7OU6SzHLR$K%b)wW+wr#b(V(iqTCP3rvEyI3M`Sa`N zY45o@_C*!M4(=JFJj=N#q1@%#{okZ(t9FjeOf{(?Z)G<-yvwOBJJ&=}a-GBXkyn-a zOL9)#QG54JgM}jC{QU#o4u@r>yAH=H{~-alQ@5f&zZ&wF#v9ItkH(|nN`~MpT<9&9$ycj%a`m-hWEY>jgWVG(cP;4u6vORA!FLhGs>EM zpuU@4e;%N`6}L3n2vc`V9cp<%MOHl(+k`??Wvv>x!t!EYhfcxfo1?9Cti02eBFiBz zKqz&hjGa8Nqb{EH4KiXWmpCy@?nZQ~^v9bg{;iNC_H&>rcxG(t^i94=loY5C0L`Wj z_+;WYTv2MMz>@=c@KCzpi4?G{L|9cX(PIgLiZcVHe_hzq$+r32M=AgzoUe{T@fX|v;~klA%|F~xVdh2>GreX)pX3`6qA$DXAPJ6Kzi zkHw&dMmCo#rK5BMps7C+T`h}d{b`1^$?$kpWKH~-Tpok2>Dz>od@sbC2LxlJ+9$Ip zyF|DRW8prQ;m>ZjL0jvyP0NXhyw7ZQqGl^4x5s5c1)<^am}De3B?G>v=<%Nc2b{LW z_}oJXQkDnYk}ViCn3`Fs4DTt{P14U_mCmpH`T?!rjgbA**rr&1?lO9p)C zXjQ{{q%q=w13p1=Wv9xi@_nTP*{3|0p|f#Z*=Z|rLAa;(9CoWrVdZ#ql3OW~RytS3 zz=<-prjZ3keMe2L$WoH}Rk^Ck`Uu1fICWMWsXkb&3b13Gyen_pONA1GP{xr~bbz#v zZ)6pMr`aBwSz~$7Lsk*yvAS-~LSU^E0hxF??%NLX>KjpG+4qD~E{Jf!`mc-MIvjQ> zkl@RZSt2XRb8)KvZ1=`q{w$jfAcus;S2$&xso!0u`>8*=;fJ&}-U zFu0)!=FCMLaV0nAx?`0VM**(bpLTXMk?4+4ht*;U5T}*|9d-GUGe-YYwMvub?@PfR zdV{OfnZiw&>QHgD8KgE&9{kL*;JvRMWO>P)z)e~Xj92|r4b{ZmW=kiSwq@9(r_PoM z=EV6_ws4|PVnUZTzY^0be|?y4p>TE9VgxUSi>U54uHp#`%sVm1HFAQ06N z9dAH+C^q%dR0)4+>yQfq_w~#f-mlSZ(LVD<;Aq3Ea6TyL%z1ZhQMVVfMKF)Na?KMxP#yo`&NvpjQ%o2-WQdRJ6b?Yc;B_2gE&8!IOMPxKo`gH5R85pd?IhnYk! z5y-F0zhzW5&b_$SR|n-o(%||`E-!S7X7>vX1oko?8vTvax8>_x=c9LOqoN}7oP^!$ z`h}SD{lA~22n!PMR9O}|dL5MUOJHAUhiGAX%|wD-GmDsBrlQ9a%w8T3@g5t-ZwMTJ zJT`56$%8)IOYgEUzkDBp;U^}nxW`l1Jk05CKlHXdT1CsO{yIc$N{0vI2=BH4DfuY@AJv4?1a4@wfvsH*q#5^SfF`&*I$pxGhU7^gef zVuwO&z*&8uz)h~tIZnmZzQ(m)Ni#FaUSY{yCFy%uFc8;-n&D9;fQrP>##x+9e}2iw zILB0i1t$GaABD$dy2;%_)xE1pRtsAzDv563z_Sk4%cKtj0UJ@N&^GhP8|Tpwn+NAC&?h1|_)5|l^n_~)Z>ov| z_6c?}!$zK__Od>9$Iazx+_Q3hQ{{KZ@k{cxwhD1#Qw^cT@$_4AqA&@vw)Kgqb4h5h zia53@!DcE$4Y3*ynoi>SdlJtnBM*}Fo`{*P0L z{7_(Ej4wp~N1kKB7#{jAmq1qI5HzU(aW&(x?{<&q6epup+o&Xzu82dEk|9__`R6;lMI^}7yY82dc%=j6|8!gc};aH!H(0<{dqn*^)nalRp`c0U{Ec6VMW4;iR2L zn*$t1VjXDx3l9ke;7Q7OBA14}`{9#^hBZwf!b+#(30#4tT>gQ%S^`EO$e%tSqmVDb zQAbWG+Nl0i4j`L&Gs9mtr?DnG`Nv>w&8 z-m1OP-*Ym78o6R9Iq0h>@T1u@bm$Gga(@HHpeB0=HU-}1(0Qs0_`idv!(bxT&e@KTG704^Qw|FY<}gd ze+l1njaH^hPzftQu(3YJ&CYRMp)^x|!)Gs?32(D!Y!^L_KIbx{A6pA^_qb0S^V5OkM&!ljQBn6GD zd6~Fz{Uw;18W^W7rBX&w57{L(sU^60E^;TS5v7Hyr1|rB7<;X#)u&;pHnHCvi$30@ zZIvdsYGh8QW*^XDbmB>`NTk)6#TA+Q;rzll!>+2Ak&U*U>u%N7lp~nOQv)p%TpcktjP=a4mD-FUhdFg@(O-W$*;ya5m;1Ru^-LhIn zyuY7jZPOx&q$ahk)_JoQi}BQNPb0sE<;dgtP>k6@mPHQAU?{F(D{01k=a1PfN|lB{ zKS0UDE=B%Omcc<+W0{7YSKW9W!UmA3#%wDhdNMD4~wQ7Ib_F=yEL0SL2<~n)N zu9KwJz_a!RwXAau^w*aR5J6Y0Y=WF(iM4aW8GeMaOEZF8R!v*CqMMy8eXg8nERgnJ|It8m+PH*GhBGh+V|UlW{1PxKrNC3jn|cxw?~S1d^un?S5^L@!N5m-u=m<7*|Jdg5|h zzcxYhx6}U9(q0b!ffw^Zg5f5(vOzfyII8o(;gO0j=jf8@koE$d^Z4?C5j89kL-B7l z9Uc6Q>uX6i1Vb2Muvg2Gq$FK`*6OA8TD^`z>SH~(FBp*PBUq&^ z`mdcna>KqVgRt=3q~*ic5cS}*!AiN&=e9o7h%ximfi_To3Ux^AI69Yk-6Guh1KoI{ zXfcX;pF~9eBmqX5T$JT`KYOU9p#}l8{-|kV6Qo(obOhm0`$Q*VW40{%c*JOMyUWl^ zkG$-=a}IO2=07W>1_CC$KJ{g7&jor~@gFP%bFs&AWxgy|}tk9b)Fp6C|4gHpvGBVnG zE06nvKMzoqkY0YPd1Nq763r6!-D9 zL}GnGZh8^hvQXf9QlVllPIKPbbG|WqUYc-FlyT^WVd=YE=N-dz(OR_mw*}UW#crBe z7TY=pk>R9>xhI!G6SofJNYbqIrO#T$oG2^oddt?9D+wL5_-)JO=gX>=-XAjZs6Rzp zd|LYGIYv0Kiat>tfVg6Ygzh6~NfWtj;JKa}InSy+-pwEAZ85XE9{=Y}V7{Yt?VVXH z{T{V@XrdxxOY>q>VdPZ@Eg? zKC>IS)Sgk&X_>)uUQz71ZT`HqaIuOgAFJ_u8wR`)7tp4Rv|ZUTh6P&P)}BqaScys9 zmW%{nD~w}L&aWiyki_&A{GR9CXu7SK$k-Tbl-@;_A7J#E`Tc1J^Acn-v4_;TvA(hR z;@O#kw0pnterkK7m>_zacK_-Eo#1y<`NiBL$$?VTCKCiA2h-{q8JjH zr~}j29dV|k4vQmap;f$!9}DI_-6IZvI*!R&R?v_J*4#JEf2UD2?ZkpHT~JOxw!qpF z9ZQ2xVm5nSh4y(j=iKDZ8b>BmI)N6Qb97OY`+_t2puJBUXysmqoSUakjHjM|W_`T& zmr6HkFHlXvKsk9RJd*u9zMZzp?YhflCj54NFYCgHrfD5aR)Gtw&iRRpb-#_v{>wTt z^$X^xt(tM@=BT3`q5XI-!Xc|2N1d}CA>jAU<~6G;`I}R#%&Ud>MI@nF`q}*=k4}`0 zBdk9&ptEg}no~*8HG1cbjr)>WU?+`q749?MgMOEJSk`7@_l0EiJ(|u#g4M5d#9JYz zpW$UEEm39gosZB+_oCJd8lMjWh%uR`o>kvwbA_Ait)Hi&?lPyQO=lihY@P_OM!Mzi zLI4-tRgZf*U0&b^y{uM6;TPJq^RlalJYSf~w|nR}x#w_Q=y~L4Xu_*;!QbOi&yGHS zc7zuusydskPwaJ`qxxo+tM+oePgg5$dAt6EA)(Y#d<7^>|Bu0jzl0#)RrWxw!}XRO#b`5R@}SY2 z`;*Bsyi#}9V~{oztEoid$x7p!&p4OW)nz)@{V|skeDeMV-tDIms8g(?@*3;1iSdFs znBQ%*0<$IfsDhLGH8=adBn(+Z&DDpuCrw7{Mo&a~Pu>ffUy(Yuo&BqiG$%W@yeExY zO`|IcC&>^%J3%kZPzuvFKZM#SzCqFl39J~1Hb3{-h}C(J|0uCT6CmS%b26=lL%4?e zEDSC=lf}Z(h*ukYdd!Gu&AsirG(W3mB&p&A|?xXJfGB*!6NM~oAml3!r^;h#yP(cY8Z^*^g>vvq) zg#67WhbAXh4WXyXhov!KL71R9KqdZDmAZ%Xu}C395L*^G!LLf|Q_O%!28Z$R=M_C4 zwZ}RK&()@KZTHBzjc9PY)36xzYf_ogjAk>vEleP`o&aXC*k*7_q>(`|J5lN49qa=< ztC{O~gMNgd1Pyz&G7-bJE#kOxkBd@c3R@EG@zQX5DBsup0-)8Ibe#WK;+(#*)SZH< zn@+Jxl%`XvijMD}HyV>Xs!cmnH%f<3J0&Gni(A!{VJ;j$lql^+ zNi%oY?9BMxaf^&_@~Lj#$nyLePHGY`UJDo2w;d!;W-!I5nbL7jvh)mZ0jBp>vXpXkr6YITH%^;cdfeUt?1ULoA;5ObR>^a?3*G&^!L2ZPOo2p;j18Y^qn z_FZ)=_yH{GnE)CNooy`~dN!bKh?WOdkj48LZDkG(!nry+b7C>iXhncYd^}!s2pC$Q zC9v};FJ1t?P2?6aI$(bS`|gNIeDE?7=UR{Apjcet3!8?&00mmYa@YI0be%!SFVup+ zMii`KqGk}1DCwIe)^X20J-U;_G=53ZXR;>t5BDSe$;bDp8T!%GugAJVBVol_OE-K= zzFgh{-Tu~&me?0xP|~UN%GR|-S!@e?D?K`Qqx|_{KdkcEDWoK{KCt{m89OsXX zO%Fxacwq~X;fAbJy4+731^xB>EQ_7{B+HB#`@vHRxZri$i_qabNji?9G95zV5S z^e0nJ+=xh(dQ_jZFGP2Bdf&egpyQ4Z;mD=rq~*4hDNzoz^=5XY{9KZl?~-|6_+f*3 z({16icP5%rXIUVn$7-5KP<*kHIDr_t%U2JYJ{cla&n;z zU+c^*{?~MnDMh(R!WnCvnIe$pIt;hq%Ruq$Y$F+U1uTR)%%+Cg%WtJBIY&CqH=Jb| zea<&@z{IJz|MEPu)Eq+lez^!7P`&$Du_kn(&ddosQm`( z(pC4n*Au2);}70b_x;!F_rZp5M^rey=v3DMH;CJrjorN{unezU0$WR7$;~)ewxMNT z^j15ue^5TqY;*bS3fx2ukgME8h|BH5uDMj1+4x5BrW+8?VONX369ObS0}}j}3b8j8 zHpB1bJ5+Djor;Ba341E=L{Qr!DpA!KpmPnTE2lB(2b*NhUr-cjD_z44RjJM|yAy1N z;|fl7KjO5Gv^R185(4v=S7Q-_c{txF1J6AI3iQN;_4wV@O%oqV%RDVDB>C46q3#;H_;oDZ-MQ5& zYfyR_tsJIYQjg@F+i=INoQK>y_Jf+*FFdWC;qbQ>h3fMk{}O`s%|T3;>Yj>nYkz93 z?iN_?K1})3aq#O-NqTcXz10P;?yC#lk;@R`q`A7g*8Z2m$Kg+2w=w(#2S=k%qa(R? zNki#_SV`|S1g|~2xz|I!E!Qd9P1!8Cj3W48`)FAvhk<&66Io-v8qv*v4>q(aG|JtV z-U+-9Ht?AzZ2qkw^y*@}uSmk#*O?1mnCZH&ZTxX+#>T&}{r{{X{CNig|2^rz0J2=9X7@1BFuzxl#{QV8#Y0R;rW z0s$QVrV!p8!`~VLH0ZsL@UI{O9262f)W4eukRUMhyI_F*D;WL-7v9SV|J^|VkiD-u zphBYjM=<=Wh5&*>eNQ1kFrh)Bp}`@bA;A2*h5-C0g#Ztafe8E8E+9kwEg%5gF@f-y zU}!7=5f*?N3ljTp3IP@g3l8*m(&3#i{C5xm1{E6?1?N480D^lL47hM8{|E*UE;0-r z6doQd1|AyBU%>#N`rAPOBH@F8`0o(}Fv8y&!rv4^03j^qKdTP^bP&+shyWjm0D44F z1pkaVu)i-kkU)}=z~Ym@W04@Dk%0aQBH%-lqJaK7hW8G_Ka_z25KMuLLO}@g-|Yh` z06P^xlnRoL3JL3-FHqsbQjx(>1N5k2D5>B1!n<8SMg4~_gwkUpF~HI=AQ3Pi<1zvS z-h&A59fW`Ef&?=RGYdeO1z^ky2xSFQvErbzArrHMDA>_)IS?2)PzgDyfLt)#Tm>`#f^i_1JLCGxbr}X@F1}9fN2EKDFguuLeL+DfV@IrW?_JyFu+w95GC?nLx7PH zhx{TA=8*ts|1BT@JSE;!2*3{#=uEPN6#o(oa!{(DsPR7|$|wR{6>&IKp$%2hKfXH# zEkw=#6Jl5n${h&DVK-YJuE`sUCJ_rGkgm-iiK9^})f%ZS7)xR?7)_V1E1XEL>%zc+xj_irmIEcf3t%@<5lLJGqhEyYS@ps93{mL4=zuI?*(2G+Uu$QEJ3~9}cC+ zRV!*p(ukp8hqI!l1VhFwNIH+Tf4sP|hKGt59tUvzPKGz)(VLX&36N`C*^T=SA(m}x zT)C{3baNxU?>7rVFbeUFMbHTqH!Gn5>oJ_tWZ2n4=|vT$EUskpNE{!iYqBcsF((1HZiSJka{JTfnmZDUyHEvpe z@R(Zg4SFw7gq%JPRq97w#z=gSMF-}Rjux_`?lhGet}{@Ax} zF*8)ai#&@NrE+8#cZi+eihHZe7YdhqJCDgOt5s; zf}Bxm9vb_iaS_%awqcW@?G0qRrP&o=-%@u#V7v)Vbc}r6` zFGnXLvg1( zLr@kkN9x-pZ@W@R*W*2Rq_5-BPo&AS#Fe|{p$`r|q%)DW;q)3$>qgvEEmzJ|ae>b~ zNdmuCtnGH=h@qt)TOf9kDRt+Fr{rUTJb10dSIyVXLoho#2&+7u>PToyS=-_HD*TW+ za9`FRKj4LdyhIE$QQj&fKF&lkfrtsD;gg1iSq-neLynhA0msE-NG$%{eY?|K$$gK$ zO6c1sn?z<8_0#VHyf7pB5_S>&!%(aa2;&|+4(So&hEQZ?5-x|9nHV+l zF*8o1a8w%EDNEN;?Fik z9EQcLFdFh;{rjj7CWT8pt;!}wbb+1(rj6}Voy4i^x#E__aGGY*>51$aDeZ=zh+CCv zW4{(=;gresXh>JJ&csPh43_JEWj2)v#h-hni4ig?j;}orgO}1F>Z*pPaJfxvHty!m9&z$Sxq2X<3w*6BMS@K6 z;MZr^G35+@^HM1b^0W|_oc?Mte~;c>!JsfP3JPZ9sEs^0h1rtn%46cJdPIvn`w}kG zsn1eYJ7LD0z&9tbjD-|2Q1XGaO@4(aslq_eiV-zTdfg4H$u>W7083$1%l1Bn;1>7d zc1{IZW9i5C#HFPuwi<*tcXo?-nZ6{eP9_~zM;_qRpHfaMv305LDGnMpF&jF6@+Z)7 zAYMtm?SqGY7-$DzASy*V0hT&GO6ZZaL4tPb#_ZyGsKy^>XCIn%u=+Bgifxd%{`h|bhN z>p1v0ZzJqFYLU3F@)pJRqx~87d>aHyO4|vYdYKr;-%!7z=RGt;(Xj{R9qISm@y3sF zl#B1SgZbIX-Og-o85ut9)$gkJ>|$Jx5;d8)uE=H;1(e=ryX#MABXt+R*5(^q#`08c zFV;tGGMa2_Q)4eTIsB0*2-eoyPyIO|2m6U-wc6s1@vBO}1C-Kd>O=QQ`79o_3TajX z^IVpvHRgezarhq5FrRUj+ke;F%siWLzDf3(M|~`97*bY_ej2LPWVQcVZmr{vKP&EX zQW&?ht(W$)-jQs_x@Imxu2j52h*i;${>j8cLRBtE=q{!OI~5l_ebV)bu{u=yyMg;s zuf>}@ui+t$dFa;5hZ4byhg=hp?m?_=y5I%E=IWqKPt`FY~y#(nJjdo$UejyQ1J1DfH_O$5ZZAB?@; zH1f`01?NO^k&a7ae{>|bvDIjx^(Ib48a=m4k;a!*@o%OupZie@JcM5(x6eDD2jiG< z+d3+EUcrgGQyOM-;5a6E?F@lOoDq3o&Ge1U4UTa7x-Aq6^%fuX<_49?2R$ocNh+G$ zWWQL6Hkpb(`W-mi;i!28_sFSS`%=Q&Kj-<29!iEJSv0B={-X8*sCluNc)=v&_`_L0 z8hsYR@#tOBqH*!yy!IUOaTb#Fg-vpXJ2Jm0Qe1EF`RPC~<7e#!7ho0Rr$KGdpx`ix zZ2>4&82+iR`~Fd)$%nIu`q|MvJjXlQ1`Y!rh;HI5>Ec^u?7l(m>aJ5Cutm9Zx-knSR(@*OPxk~Hy56WqzK0+bKm6%4XIG;=5Jv**qM*e zSw&7p@S&q7;c+;wQ^S5EB<>%Vj4ITkoE0NimX(X3Ap~5^8r0aUY{Q#)z$GrBf3j_K zmcy+eY#j!o=a$&ogCm1fgThq9o|3{XU7~lS>~vB5@pvHDaA?)K1BiM2idlb{B;)xV zyTuiUV-){*U-ABB;!Tq1F1?_*4zRo(3@z8=sw<|xc(BU$37ZTF)G_`Z{f7DNMGArR zM-*ntm!aaw+gZ2!W3V_JQ1Zz(g*wtuGB)eTeQ=qKojM+Qm}sN<$25a{@Eer~%#%QUo^!)8yf1T%m0!Nrfy2o2;jltY_1#JKD@&?9ol8nIDIZm17Xm06+AGGby0c z`dc#8M6+H@vm~dpw$uTC)N?jybMRI(AXv~Jn?MMmY0|i6dAI?mv=D!m?ewK1go-nq z)f3XOF;PmhFiKJJ_;Pk|(HmRx%xH6uq;nnAQs+vb4QVr`jBF|Uv-Mf?p49WmS@Yy& z1OdQY!By`Gg#10K{F0Mg|L>n!N?3Jv5I9!R6x?#Y-~k&>^38_YgZdrRE;qI z3f5x!XMdzp%;41Gw~^v|j)I>*3ges$kb%%p>P(ho5~@YgmX?w{#kNU{@JW_!!j_Ww!if#%nQ9=C1C#kzG6PRavxW;`PB6Zg zVl=hl9h{VBt3&%BBzL%B9=oLW0ZkqoqIUGG!6uk%rx>GdggGLahX}6fZn=#9KIN)O z`f8YHW;tx5Ib^o!Kk%{(o`ZG|%QR&wmNm*%QLAcYs_)&*;rUDR%}P&bS%G{m7LT#l zaMej7a2uueF!&{3!#tjVHG3;Hg#)QTy7bzxESyqo*thW7SU%T30I%EbT8Ws_c$>-; zV3;ATAj@dQD=v;-Gw5e^JPcMLQ{93I3J{kOV%JRj!7L!pylMjC$*nJgS{DNeLI7<kSQefpN!v!H@YayDmVEK@C34L1wRZkTFzy?D)2L}}(^yr9tAAc#a}Zx`T>Msf&4Oy| z22q*p0=-Dq@CG;w%m{N_FhgU0nz!0&$_KqJ@XJTp;Z_;e+Pl>*zhdN%(yjL6#C zPoem)_FewIO^L3SwhqF9CaLjAnb$7YuuQaZbV8|yuk-_QJzZbdgNQr^A<74rzI8u_ zx0P}adIt}DL+pz~?B^Bj7@{x72(46aYyI-ZTIL})_~l!g97CtM8M-qlLcpd+(QYJvki|oIx0ro7m{C&wY)cpD3ETnc$pO0jUkoz3>suRqZ7f(^-AUdHy z5csxIgNk)6$|Z8T2|i6W0%kPF2jbr%WlX1LMfW;F6xG3%ne}Ik(?Ku>5U|qQllB6Hq=Kju|TvmKbS-ivf`f zq>MBE>8(DIec|h?RXOuAazoENs|wYV5Dh>~#(q7IvF7!hs@d*ghLvNvIg)(%1dq;P zO;m)^KCxe`(4LbupZXG5@=xFB$IRT;^g@PMN8KbiToBN&%M;q&Y zN+S-8*D^b1|oPHfEL%8Te!RxNUaeb@RGnX-sg%_F_GB0}_36g3@EStYeNQb2n>Z z9P)CFMx;YWdl$=UDj{^ z&r-eTPDAMqCqHA%=(_S7-LVq=juYatChNk;?|mWAcJ=tif@Y_${DyAFmIoMFvvb$v z&jD)>LYF1{)pYX&9*o;1HfSz7 zyB8Ih5#uKvn+N#}rvmbx{wq_V=XRW4{lh}>4VNdwpj?lZjd3tqi^yzi=TN}rN!Din zt<({(;<=XPb~@i>z1Kyh*V%;p>gR7;g;BX@pE6R2E&I}fzgvDHla5Msn0hT zh)!-YmToeq9KEK)q_OBgnTws*$bxfS79$n{{UNW%msS^9o!9&?r%>`&MU}_GIj0zY zU)t=Blm&u_A$W}CSCN>_2j__?lmT8 zlScTM`17GQ$`&bdCtwSrTK>M2F|QZpr-k+*G~*q6)qcUmWo_pXPcB^ zsm~owgxbUFl={s5MGW4%q+ycetx?x(mFkUyrl>jGN?fgrY#-B$scNkTR!obKEA#jtVyITu0w8=#Yhxf%v|V239nVfxd;|l z=T%B2P&|PeA0F1Tp)l&eAhuC|e}@3;esxN^ynb;L!Z^yYwg>0()m*pNNJ>{fc7k%SIuayYkR4Yi!Z)Yy#9(wh<@TMOwSRSF&3Ik-dxD8B z6BG8GW<$Qy5xWI^>A}MC)?{L^pBl==yL8{l6-R4nJww4j+)v2S`ml0GF?b4 z(?02mgRg21cwabK{^qv8w!QqZr)}HPS{Z45`EAhojnN zpO-_JQ=HZc>X7MASkR5k9rUhDHaW1pj_=c@ED*EdJGelbe(8lD1`HHgSW-0oT_u+O zcDWgFp;9c6n-*RQv0p%Z_KEaf{dY~m`F8f@IxmznHq0CMEm zF%PPMpw8Ft;wg_)E=Cx65^kG9bCj~i*S6Vr^P2jZIEubhA-P!JO?QPx*pl7mGuS!x z`oMJEUts5r1^W%#N!+;OAEKhzEKL<7-IOgG8S*8zX>g@eS>rTVip6aAKZb@Wm$$O! zYaX0Nq^2ss$$c%?zA1vLl2NK(R4!P*CnwBs<54}oCVe05i&Td(5K; zz?-i!bVAqZ&zQjd;ag1~XGxw7RcR++8mR*4|ZjYh$NNt$zruOo>NzAkdq;5sa$+V#d~6*m8Qnl}rJO z(t0qOJTyOgZ2}=IIuV?ko8J$zhI~5zcu#lOPj6%!ezLavYWCDC&tQwJcfLb&%r?NC zSc&UFknkd(lp`=%y__h$4>yN1BK4Md7L{bNjQzGuLNR$6SK)C0vxGi&QgD$-DEFP( z-L(@9%RX_8L0{5FyxlmFDS5?1g1Za1iOpyc5ryF>TLyQE$4ENev-VI>46~clP0?B+0i;;1s4r-cG$aV5FCrW zam++|Ib_diok$tKPda$r6?F-mDsi(fAk5#|XlgUDJ2zCmPddCt5uARb=Fc6A!YR+v zz5o%wtgazhHN8(dybeCB|DAN;&Ny>bjbF0td=$UazRn=>*rB&_>8H+|@KyELTe)-@ zre?p5EAlvy1-pzH>)fRsc^nD8xlRXnF34hgo_z9ln=k65fPnbl>4P&w=YQw}(tpth z$oIz}0q;KuNB|@x02&g20Qr6g0^m5hKtsa8K)?e~ z-~r6=5ODC2Fn=)wG$cGU)H|T~M@1n1TSEL3asWcY1EFDnFi?Ln#Jh?>fItMGAObWH zArTOP5Fkh(2pR?i0}Xxv!=M16P{5F=06bI(G*mcv)PG?J05uwb^F8E%27~zS zA<%%(XsD3r0DN?4WOP^{`a6k$#KM39W55A15dPs2NbfTdP#CCC?+oH^yx|}E@V*6s z4Tix+gT?_6<3MBnvkQUv?_CH?C|m#)E*vT@68wA40T00Pjv??7kns^ge-|MD4g`P@ z0w@9kI8*{8;9nAf0{7l^_*--UC=kM8|DA>aArZcl2p}3UfRz}6iWr7~7zyc}L=a=b z{#}H?han+^CWXTxMFWx{V3Pqc$UtahIIv_SFysIxau{NAFbV}G0wpRE6%-v6JP{QT zj~bvz4RE9eL{KAP(g4_K075h{RCGWhIxr3$DmonoGCekk2_V7*&CCQx%LFE5hU8)f zQZVC#SOAJF00S0)Ckr5o1qGJ{9g~Fuo)w9d9YTa12b~j+jT6Yg38v&kBjf=X@Bln` z0MR@U;=BMwUKl|>G;#qP0wI8!5RgX*iA4lTS`^?c3iu%k_u&J;^aCJJ42|(4gqjpc zM2d(+iW*A>U?>A{lmUdvzpQKhX!Nn*V#~1BxS~ z-#_#LU6Qptpyf_gCR;EZi!U4)G*j%Ta)+uh09Yz9@Rs9zkude^v8p4|H?BM1f_LPe zK?gN)Z&f45%WUFr!tcZTM5|E9?AV^Qe}ZCbZfyuV)6J)TlNdzxun|N{jPB`F@36a= zroPAWZfWga2S++aUv>zme|!o&To;+ZI3{w3n_XIRd*D1K_CBH1CvfQjHK*Y~<0WZ3 zVTF-~2S=Nrk$K=}7Ln*S?~84S4z(AOdK_3tt_Ke`AL~TuZsX{Lj;{nw*l=t<5{J6p z@9z0?^^)v`X6@K1`W(`Z^#P6#_qhA zLmV8nfgf47H}I7Wi$2W&^i02KY1bRb9DU6DW*Km0O2;UoEqs5WL#5v; zC|z{yq`!=$oqF`ySvXdUsf=@ua8jOEme8jQ-WE!sMsj3`T7kw-7lrgPSaUtP`7N!4 zPjTz2G|I;~7p&Ego%djFe??-j{Tvrv2!y(bHxMch?c1(T5#gUyvqPc^>|g0Tu8`-@ z<4klMwQuM>ezLdOYr2)^SWA^b;Tlb|)-66{3njTs{iG%Glvm@Vo#s^r{?IyaW!!eN zXU~ERxzTMeQZD%C38mxU$cNNpZs+y<{#u998so^6|1u{pe6%=gG?J$(@7eK3+5=rP z+lU5=VVlhNOS8uyt&mIKQ<45zBPTxHloKoF-HbQg8zxK69D55D?Yp-8mVGMuAO7kq zRTy+102GRT*wDJ?Bu7Fp3sHe^V|qx-JiQ^A*7}6np++FDAJx4;DsQgQ1c=(;t|F-u zTZoKYte=vfhq%!E)H5hhCJo!Si7Q>O5c4EY0yDGM!vfG`R=f2do5iVP0T>Ov7>1G& z#51u`h-3PfNk?LI`d86~W~q2wU&Oh1gy^QqbF?R zq{a%D^2Ol0I&9M_ZA-{Neu(i;fPWui!#7?>^_CP|2aK`{aDS)@-|nMEWltX9Px}Dz z`__<%IOX%r{&iT6tP!j54-sOcnfTALg%A|^2xeiC7JBJQe|*H+tthU7Puz`gT!DSx z<34z@i5{|l!k0F-%1`B9Ghnqp5;JYHgCb)pcz2iuwe{{x$5FCT#C?Lf*e<3VYl}&GNc9G^ejNJ5g%>$ zQHIwqzK|CAbPo1(PB`&z&w>9h3{_3=mAm0CPn zLGDpa#+Bgte+p9}YZ{->K{HD|W(@eNjoG%%Ohthrz?x7Rc0$|$g~Bs|cJr zOp8t0BTAL!*tHSsmHTg#CdY2-c_y~T*YD`*F8I9EgFlRAHipCWxn#lS-<*X0AY>ovWk!2Exo!>v+435;KCqeA=Da zsiky*vwN88CB?AZLW7Hr;4uWFUhm?&&A?LnZ|xBN~{oKVFKPIo_XD3n1HA#!HT|4rPF-b;#bM1qns$HN^OdD0afl( z4n^!rrmB&J_9|FDaIA9bFX6Nf4O(a!aYVi(7@Xgb&P<3~a1n+j6<~5uJkE!bzX0z# z9zr_b)SIts{k}=x-YG32VHZ?l%`bbtQdf+WDH=gsSD~Jg0_mqSO7Nm!UyM=X-{OQ)%2+ z8-9KhCQMnK#`oh~w~6~KmG=`>XLrHq4XcqQoot*av}EkirnU=(E^m&;W{%gSu2ua* zH3i$YM{;*ZT$1qsDM9oTl1|ZkJaNKL=YAbqNW7Q+=fyp3)^aRU6ZKwfH#o{i%ZcZr zkaBY+-;oFuKR=)6zaI{`f%KgpVLEL-7+4~$uE&I{0 zD_JgvGr)=ZTT8G51h0=!j)#bv&#}1I&VtXGGwvOl(-@2sqq^s&t!?Oo7<&qy^pmqi zuz$Sj$A(0km>@inZvo2^kojuj#!1xQ)k(dRVN4Itb2?#xM zx-Vukvhy1)bXobW@N!_8F6L98;>11gq{tg+3S(l_z5Q)Dtf?%t0iIIoiwyE+=5W-i>eWWQ@M!Z$U|9!Wp1BBUeUa5u^D*Ci7r zJls!sP%_Qo1w65Tc!J%&(e#l~xwgc(yBMIB;sp43SuD9r7+R08(=e%pA^1g^Eux;7 zxLd~}mCXg&$o)uJNwP9{2!k;p7-sh#DZ~Az8R@YUKM> ze3NQY&@lYQQ}oodw}P|Von)lubej8dG8uV#l}7p(0|dR)^q=&JBJ^?JLgHU}@S#FI zJ)D8A&uR1^^3O5a}Stl78Kk!70XfLL^c$~ zzZw?if04HzqdLWX(U7yd6%@Z=;37J+F_FsU^!@HQKi}MPQ`y}%fmo$h!jiA z4GqJ5^glGtk9y7!BTt896Guz)Si(z;Oo<2>j^p<)$l%Hk=`Wzf!+uP~8XeA1K8gQq zR#?}ZWh5M0+?tzzP{?9}Ju#dwtyfHvo831QKL@m7HOqz84DAfD7L_cPN5D4JBuvrB zrU$L~ikuW@150j=as(DAB0_DyvKOiN76(v8H09*wEEP9~glmN%4aa!49BC#-YSK$^2zR_ z%`~w|Hzf#L7><-g2b%MR*p(&9=jNmUs#|F@KZV6Gj-;OewM>VwIDwJqCW)OXp%?r$ zN@)SpK6!1XnWH#4?+n?~OI2muHKAd(pBa#7+f!M}lv||}*Hg8VrJ0qiqrVp3l2`7BU_oj%hLHnjTSIcwklS6Gr5OXY2s1*L3)v9^ zYz3+k^%|;ZTA0%cHQO<#6yZIupj%c7p+_Kotd>OxVAZVP7r0lyxVBknL7t9C3JcVG zpW+v2RWQA{nYw4DGeVW}$EvC8na?y=gkk+;BrrThiPS954{Lobs}Qv*D+CQ2nO(KY zUbh6Rm*<2vbrp8JN|&nPH&yd@^qU9!j^-7Owo6ZU^t2jo@;BzWcd41TN%~ZcwzqW? zcHER=QKk`C{%Cp-Xc-!e;8*K$e~oxuZ3^Bidr|JPdnI&}t}wtWEfY7`W9%R%A~Y<| zeu&9a7YHXC?CK;8cuNoC{asEYOL`Ypv~1p*t?40{jtSd=rp#Dtq23?m{)1L8&g&w4Gpn-F1(+Fsa2+VQ_b1YYo!9 zA^UoCYmb?HXX-*C3k@DiGCyj|s3_-_wazV%MH&0mCN(70KG<>6IRn>#E!Ee^h^3gu z&~85Bx9S-ffeAY{0;gRIoz4)y_RBnDv~0RiJFF-Fjm4oHRbZ?W>#WP;Y_MB9@}XzU z@66c(2}_h{{L}SdCK#qzs|~71VkhYOrO`KZR>p7kyTGDmY4w*7P`6Z;0C%L7<7|=gDWzk>r_5-0~^6+R9wASAo*7kvY3QTE_q~XBmmggoMUE zYtJqw#DAQg=Bpo5@vNid#tcCkk&B#)CYpE7SU^MS~MDzYXT{B{l0?3`zj zTkJ5Or|)f4AsUTBS|lP~@>`!DKkIk$Ty!0;%;*?bAYOb3`Td?Thp9cxRNDsIxhP+` zMA<%*F0{l-{7Y|WF0+0JhsavL5;JFODH?f(PG-nOU^*moNIW!G*~2-Xd$qxGRrbS@ zc4udhC8o>zLb~jlq2-$K8f+QzG9ANmRpf9H@yIpfIx}c^o~^a`DSdsSa@akyH^yh) z&I4=XeSN;OzZP$WD>X^`WZ~#-gy*H;Jkx=Xc<4H_?PeW_uesrNz6eB~Cxo6@HqRpm zY_+|0ZMJUuRBSabuLQr>LhEiFBCRKzE_@GNMYY&gBe)m{;I3 z_YB7l^jHoIE|vwo7P+i8zq}u6tRFn2%sy`IY=Gc)If&=D<>vx)kIK(?+B#Rg{nTU`@qehS}W{bMEaV$!rs}8q1+FRCk zC9Eb^iOVxC4q_^2ZU4;6tYZ{*$d{kO+W-#!SzWb;Qd$ z#W4jj|0f!?`hqKbHg;n&&&puVYNu0fAJV$WSmzdo^>|PB;!yXd(`y&E{3a*r$hhj% z!y@pH!0q|i$>+;Ea@HFm!rKqohrN>P8&UU~*)TYt2(iYu9|XTjbsyiMv}Cg#7|2&6 zf4um?asRq;1j@>=sCu{-UHcL_pS=Z zlnRJ9tdB>mO|g@c7ob0QVrVC*XvsJLGWGxKeuKl4={iruBTL&Z-Pp857`Yh3SR=zs zA1@`CfRL&kXZ_K$)=&UWALKG-xXsS+#^)wQ$gsDl2r%$T3o^o349(EK%KFL`$`|rq z7fv_}-Xq`Ae?!#uu^O+m_S!ZS<=GAzF_9V4*ZpD;W@G*_)0IRZ4oBw6*Dt0Bcu z$!=fjm0Rai7_B{R)3$56XCbEToBN^(5fM6lHpdt#SjnlBYtz3q^$Yu+W7MfJvmRb_ zXDdnp3mF>O6xkkmiEIlts$8 ze%c)==R`V#j+kB{?BV%SuUI0d`3&DF`w-*5WTHzqz~1(fK2!nN)s3`i9ighi|RbxAE17$yQsFRLK6i z`x*hdoJ`_9i<#bmOdM0}+Pj5r5M=)fqnxbU-!CbzVE#c=_>}5az71o2n_p<2DWEhBxM#Ny~4(Ot#SB$ay(ecQ~@S&B%*FwN)2{^lS?yR z>!YNU*_*>Mv)dzM!WgQMRz8$Ehv9Tswy`)ow_*u4f2|JfdigL>?LGL)q>>7LC+RpI z^lUN}cVN0pi%hg&YAMncCl_4n^;~5zKGAltbRl$e$~2!eWahFjPbbyXdcl8KygZv= z)~=H8zS6UvIH#R+Wym!NM6BjIC_n$W);p$t&~P2i?%a`QN~X|$#rAE1P&t!*{cZmv z_-(~JLFGWwbW}jM@ov^M=xr8pE{o^V1i`VlpVt(Qe|rUyg3m7Y+9`9QFwztI><~PR z_tb6;Dm?NvTF~6>x9#wl?+!*ye~A@%^tks)#LXP`?>=lEY2h&D6}y4RA$+#gqj3Ql zdl%>08TQJ3r-R7YyWoj;IhOWj&`MifTWmghjszd4uR}x{RlwX#YW$dyc{OMT#lbIB zyDjvQ!1A>S>f$pwwMZvi!BPq1hu8!xh-_xf75DyOXV!%b$U%yv&AQ#cP~e%{S`a_{ z5U4a2>`bXYmhn@hvKPfCz#Jd-xVb;ql_BIL4*gNlq#k`6Dg5V{4s7#N?v&@W(fTVk z^a^xFUPp99GzTd%>r>&d?=;`@w)&R#5yP`sWJG+sD6kctj=79I*b{4obek4#e7u(8 zGZi`HWk?zgPVLvRn*nOy$DRRn>zIHuB7>DJsr~|`*zmOsN~lsk>Zlu-K|~4az?2c$ z8wG!Dy(BniJZeO)F$gmMpT@swrRJvVk~sHv$)6Ks5?iB^JLmKOa%4>`AUr=~D53+T zv7SD4P5O*{ro|78rbB1z1~g?InKbx!aYkM<(ZW;s%Q3(&C^VIsvr9U0Od29I6Ux38 zT81Nc2R*76OaY8-#WKIX%G)p0Msenq&@+cMhtVkKp*tRqM}q3rhLt2Dr zIpcI2In2m??(<%`?!ZeoeOhT*W4*qRwc8^3x-#E2XPhn+<0SP0B*ha72S%Mr(}%A*glV(%SQt zmMOruaapkJiNtkmlcu>z2(i#EQwDFA;6BXI-O8~Ka&=Wxt(~Fw!l{vw`ZCD5VPK`w zW!ybrYh$5mJ#yPs>@@7?OH3zYU8TD>;igRNV%Mt%AV79(qW|Ep-G@HGwc=+f!~XeX}svK4RKCd^?LY_t^Ag_+k2+ zSxf0`R#$$eW2;9aPrs=GFYzTUc8TFMhEm?o0)o$Ump(oX)q}v3mxk>IbP}y$zh$jq zdI$%fq@Fv)7Fc5%-wfF%Imfi3enn#n7@hd44VXmPA}*YLXGC12kv6hdD$UU0+ijhA zoV(7V6o4aRY#sIbQ=bfHxrU0_=GAjnpI14eL(4cft$uDBPkX-hN&9pr#PhZYD67rk zzET#+?dNbSW2WT);V%JEM!sf7s+k7&9>}HVZgFJ3&^Fa};8;x?WcD58R@WQFRTbKK zBv0x-m#WGgOE@j}gGXy+mfNYI6ujSHthKs&@DOXbey;DYWi^e{oMfeQuAD4Ta6ar~FyxsVip6f%6FQC+eM`Fw6Z|qu zqt-RfI%mj9RsHi5#28b|D+FDH~+nNUMWICcPc4N$;;u!_HH4}Y-=@W=zWYXCx_AV8rYLZX0m3NTp#iGm7+^xxqMGypCd z9PHn~0U8M%1_2!whz`yfAki=&$uXc&FyP@Z5MVHnpfJ!NF=3JZ!75-e5n-?Z_*ejb zEFcgI4GIerJo`ZM4_V>%&(s474jg#r0SIO)a1h~ekYN7C4)92SO9wP)TpTDoNCG@4 zJUlowJY=}PUIh~Tzp)B93?2jY;UB9Vjn z3Je5tOn7p9n7^e14jg#)ff~S01NcM(MMncmP6H&QLBgRy#h^h)p#^-W#X+Pe05ZVR zFdz{ypkpusJ~9GA8KGF1fRs!q_{`|I;M-{yY)lpsAPWr~E5P_~>;TKeii^eu_`(KI zVF!eFK!r)nxdrGm zjVFmvzB9Eo9M48ai;cvF|EO9JLkZGnCTu)k0rr(fF)I>BA%@xA(x@0Y32!#XyFXNf z^BtK&MGCm?XuBTm^hl|A*Aog{ST%%>f`V9xn(p`7NKI&`0~L&}b_=UFC^zwLph6-R zvq?c7I}%8p>^*M3)fLGsa`)`XynE0>))=;X2Y-0&2oH(D-JK_AdM^?e|FG%9eY4QI}aU-1X>l;>pL8CUipTy8JLg<2TW5+xp6!+Z5Vx`;SCJHKq*Fv&~m+NF0WLOi|?X*{W1OOhw#oFHB)2WGv0(C50?8YA%&J z(`ut6H*0oV!!TJ}1F8reF!D?oG07ZylqF5@OdHr=OP?9;P$xxSVAN!qTa;tMmzhgD z;zFGx4L|D)oPU@$yoHmoqE_ens4rvyW>$yCCP`y6 zqzgz`*|?)WOwZ+YL%83yrE7lLsCDN1hgIR z^7#2(T|rDXjR|h6$6bjZjxSr7%p}?GVu`UDN6@1IsYwr&9`SW$(*(bA{eB@Fi^~dP|)T94ZPv}q~+N%ME*G9QfSGb^SE|&#n?Q% zk)+MDFo49_ToS!GRlE5aCTh8#+kJ5@B^!OXHZEk9pw!PMT&D71UApV$LdsmPVXf!q zhT~fQrH@ovA&pUJCUm8hu4$%ZzXNmMsQ-U^|X3V(CA%%Pb@=7+>;r*;{V7c1MYE4d4w2*S;m zfXCKw$4Iez`_Q|wJr+auQ8+rY%!!L{O$S9GVzUSf&lA?Inlw88{mC>%yHwP8VWJ8Y-I5k?|qBvly29}8lA?W|9i3fGL9i63HoIV`gGYo59Y zswl%b-t=eeobWn!u~ih7Nt^@npI-Iv;*Y#!Pq<4Xf$p4YfM zL}I-oE~v&WHzWqK1~|ya62u2^X5tZ7k_A17 zMr^z|5;W<4a-eR51n}u^(W(UdpG=0weJJdFXD#-HfF%lUusi0h78@)JrLZBMaK>k) zRHRI*Ep^Y)0p_E`kJ3(JcptFRwi*uc&3MDUl-0!;$Qp7Y@^_`J%mq@*(X))>)AVFU z89B-xdiVgx=)72ckvwzd)exqN@{}DSkxV`(_k1;HX((i!ry=*YRY^OzN-(`Dq8M!D zl0>=2x4~k#qta87k)Lts@?dl^p&j#HXE$6Yq<<&UocLDuA-k!f>>Gpt#4na@LXI2; z079Ew(F;n2cO;Xl7N1<{ADg1pem%TzVI9F$am5(+<)l`>7iQ{Mlq$+k*={lC+UYMW zu;<7%f*VylL1poUh_)vxrsf*G(v9h>F4RBSUuUW=Zd)Ru&MA_@Csw->T`LEAPje8J zOK@kk1HO_?}Jb3rBRg?36)`B*_?M)G)a~}*-&^eflgjG#~+b>J!FMG%o zR*;+ODOc%-O|(;LBnCuXMI)1hEi|!96DlINSkhSLNmfEPy{3f zPwtW6f$}_|t25-ZiLoeMMwq+mY)z4N?{`$2n%1vP#LW4R>>O;`KTPZBylM^tpXy_b zK1eHf?9q?<&e;9FiI)?O$PnlLtu&7w%oJtdn?D%$;7z( za|9Sj9d1~MF4uu z{-;kboSnRhNRkkzY2=9Ufh;F^m)d(P46ehX+t8K78HX?+%2kaA`_O@B%kEUOz9ZFs zHq78s@mH?Ao}|X&pbysAJ|`n-U5;6sxu@=jZL3^3cb@h}zbG>Ja2zsceFZzz>bhPS z$3Xz=5ip;cq%}QooXFl!{&B;Yr*$(S)r4z^>1(j(+vd>5QJa|j`j1Vb!>uxDjJ)x! zLRwW6woQgn`j6LTT3Y1@>*v$GLMFBx&WfMDSN7m?azlWz<)y^YqV-xkT$T5gtf(5E z_I{a0H~9QAC7$*|&Y-gej|u%&|Dw{jhf;|(Le8R-A5fh(#LgwjJW#vQGUd@s});!;rdGP;PvBrJUD7@LkK+@+8iI^&Pw>WB-vpMI^AeTS*U_|B(nqocLAxQ=YgJ;MKmGYi!aZ|mBO$e>v zk$qf3%a2SA@o={vVB~5-hVYDLn|z%fMLof54Lv_dpIu2(quxXO9YH0yI4w|hOL6p4 zbiqY|9w96+ypcO(DDy4}fxNaUuraB{A@e_co#FK-J|s*SGyRH5JR|eFuZdP_vF2QY zR(^JDkaUGj4d13ylEn)tYjH=R_qAaUpwkG~{~f|+;_-t9M*4HS$1%zxZN$kE{iFm= zl}(({6oQac(zsaS8)X73J`NXJst8+Zf>dg3DXAt1>=l_fa_-T?#~HR0k^u#~2#2USa- zK0k~;%LjcLK^v>k8YJ$LRl2|ji-ZpjxI!LCgO z2$L63CFSJO2iut9@F%An1q9y=*}rKpDJrF^mSLW_7U66MYCQ)^4Tn*@WFqk=yW$oO zgk}lp70GPp5lLrzt>{ZKWPGi)?{9@_Q%}A!i49x92748jGo`5%+qrNr#g}j?tAnBM z$5?^%S=0oH1`Cn&X(R+m9{QTt^`%AEzl+Iwi$1&*`SaueP2TDAt>=9pv!1;J~j$(EW_f80oJ9as{58579_@s)AC{3#goCb2iBUgo0-M8AwHDeE` z#=V%X}w@IFeLH) zMi|Dc9>K}QO@~W)CWVnMC3UM-qP5hFbyLNwp=qx&A*hnqs+t4m0xnF;D+tslFqo^3 zMyZX$y%l96c$)Ms%geQ&1k%!0NIz{=4bp1zhcz~7R!f)EDW+E;!&zD!vGMN|+H&QV zn_}IqG(~R5KCRS$Sjn_4YecLM3TLPmN~?DYf!n*v6+(>DW8`*73n^}{+$nDQ6q}0_ z9wJK6rXsWOp8&NNthm*W@D?F8cP5d0zSJZsf@dGx^Mf@z zi`?25(UE72rBGeJ2EwlU0j>r89Pcvx@6gV?!z-{ zPV48n+or;SWN2A5e5l)SFsn<2&gMo~jNQwtc^HDdf}^#Jg(;SEvJ zsZ&ou*{i?i7}~|j`W7;Z^+e^J_|LM8M z!vpImy$^1v-c}$UPmm)_qc5$!*cQYzsOz49jnpdd(K?W(2c^}4=7Dv0Qo&X_;Ly<@ zD@fq&(`wT(6v0$#8{VBoKfH;aXe=;bV~FjYF)-scqATO$R3YqYG5qm3y8vAKn|EWM z)vKiUk`WCojQ0G9&{Ji?!j?`TL~PfVZG7N>7qlrR6>MNg8wz{No9L)NQ$&3+%l_zr zrAXABY=KoP>&*Bz9(~qT2nC-WmQT?!ma;bLLxdbH8_M$9-^w&_WHHG{G$u71&W2Rp zHXL}B*0dB}pPDngzBbgWSpdDB(EkRvZ;@dkYjRi72{<1m2%lW8>1z<2&Jmm>KPyB$ zA0$4X-tZV1e;ww7=*B;vQ~+%Q8OLXOkWjUlBDszn0%hC2tuE zc9V91XN9NmzapB{O#E6Ks5cs~^pI-Q>I#3w94DGrIGrh}NRFFRk-!G6Y9~P&;5hF|FJC&~T!pmE9$R1E6t5Uh03J6Y*SIid?Bl-)!-m`lbl;lW;|jp%!8z^|$9*Ds!tK@mjrV z#c%jc6t9^O$kaz@$Io}B)IQ2r=y_GwiN?GGYX?N#4 z!G1q9Y2vI?w`#%%SPMDtl3!%-KJ*gpUP6z z%w3$Hh+T?0Pe?gk)h*HV>Q_+OwIH59x0>6V*!$dbw0?13T$S{TWk|s4tnFg`JnZV= z;#8U7NLd%9j0Cm2GXORl<9+>fdvOzS?MhU4ukYdl#``Kc>KIhjAgFftgnS|;e-avXOh7tGU5yFebHLUemDXJ-G(Se2(57;~=wP}nvFbMIIm^|( zrs%%ysJ#18c^K$5$7*}6jC%By^@_22vZ-RL+Ur(};wRII+*`ZlN1loY8PM%ANuNDvPUn(mo8(%4 z@`k(n)ad&II@t!^C3R}YQ+)K}#KfU`fxApI_sfR1Tn?LJY z;RVcBknan__jfeVHTfon;h&v;?}6W&3%S)Ntuiw<)&K2$7Fr2S49Q~l#kYa0WH^M*-Tx_B<#Q%K#%|f?FGBFHEdx=de zd8JA}u;`wR63v2w@G8*nC#&ywx9j^>+vHxcXi`Q)hLyYH4Dj!SKU_6+ab=1BOJqH+ z1!yS?*)Ur^!s*d^3vWA#a%08u=OFwUBark}KDyW~jv6tqDAtbVH zX{p1%;Ho09Ma$3j8bT8e{?&3-!Z*=&DT1L;7uCJ1D>>0V7S&SG-!$QG`+M}Nrm76y zJa@YY_~(@^)@*D^QF6_spI-De;%gj5v=N!dgTv{-q{bdQ@d@gJCj5)9V%O2yzOPvDpWQXoia z^26lUc(J&;2>5swsni5XUf31o>8KuU-&xevRh2Iii7L76u<7Zt%8HTtHS=#@SFO1a z_{e@J#UqVjErjdte-k1Ub7X};gm9=C`7+SQsiNwAKBQ(`j5sY-UPg`0M{nFvDaM`8 z3>+>@yHQ;^tw^g;{R~weF}30XsIIfBjIh^^GAQ8Tg)h%MW_E~n+QbA&M?AN@=_8?=0EM?4bMGlT37~J|73>9iujBg z$Bd`FDTz|Crc|j?yYzNKMpbBJStPmF5TJ|r^HFl1cM6H(+rzQUFN8D$lSpom!jgHS zD&IE%e2`{!9!Al#N_q8!^Y_ZxwKfYkQ;JtM%%Y}_DkVfcoVx0uvdE15?cR%R+r8+)$aT4a^Y$)8b#lpNQ zR^3ctv5((I++5Z$lj!xaRUhNzuGiJ>?vxjzeAfmE z5#W&yR7Uc~S~84yC$ig4y=vIWK{YO)oY9n)@3|m()s~!$-I(NRX%#J~2db#wudkk9 zCQ1zvtL?%K?N&=3y?F|s(1@dewLbs2^S!ns2l2UVz>FO2#pQTYAlBP z1y%OkJpH;XIG9Zw-1FY8Lad7qPV?0U3G`9Eufcaw(ZGaf)j(9ckoOB?Olz#aL>ZK& z^ojaSMj7vYt@-FIF%7hePGutDmNk`@pONx+BFdwZkdUs=yh$i6nEs;P`Mz+gE+uM!LS|E9Ip4_)RFw2XRV}d~7P&X(7|C4Lezp zMA~fsK9^pv#Fpi)M)O#91DPp`%fn=%!xtL<-k?I9GEDD{u^kR@c3#!nT};ocZeQG;)dX4?!S;yOku!9TcSY28m$ zIu5>7%X(6|`w=k3!8Qd*))bG{NG&FiUFGVonQIZA&UR&)gWSCv>GYY+6Be0pz8D!6 z|GYgB>r-l~!|k*%jkTj}w@XS?|B0$8A~Tfqd!Zr8L#sHX*jKM%6aI##-i1nZ|p&h7h1 z2Au7L&fBU@V6WnmO66(o>Cd;8VPa@6+SLUJ1s+hZsilQKChDZIyh|T3%SEt+_6{ab zGxd$!^*2nXO+22N-_hgOuKwD4=+!(u5+rBwvzQxD3a*XJRl8UX83vt6&#KjEmuZI? zV}BN0CtJ^LvwwbF$3=CU?#tVb*uoZx{RCrkuDSV zRp8!1nbf@(N7tz#Ug+FB_-1t3YU=OQgMD%P=qY&WVfW?K3E&QYgF;-S@P6rE&AW~K zeZQX6i@BSmZHE}7)cYxmIX2m2pBdF+Turj)xz@bf>Y?sq`=!&SD=x@=3-0?eq_zyP74fd7&)z`4XfOAv?v6hr_vBEb6Jtpp4-A}kaln8E;868~Z` z!1ECQjm1C#V4*-Fp+KVihs6M3qXNkPEwrM zG6pLR+&`hjS1^w8fdG{Qo{0mUh!c_S->n1;_g@eL@)Hjl)juYN8y^l4Kah(biA4~g zAP6lY1c(wM#QQghfy(+BgHafXM;M1n6jD(XMoJ8zEe0?b19*x7BE=Ad#ThUq$%v)U zd1L{mvVZ_NXf-)RDfxd|2_+mJHS~YA62=+`n*Tr8hTw??w-RS+X#1ldeKoQ|PSFo0 zb40>}1l#Tad6mkWb{N83?28&@iXy!3KP*2K*+bR9hU$GFcKc|dE2>F;wouGL)?L}| zDmD)6M8@s9a-x+Ot`?y>SZlaD>Q=x4sad_gm~DPVfMvLZ6>!5kU3Kmjd>3%ugH9b( zjSlm4+lt!D*FnBOmdwI~I(a1ZxuxdL@@_a!j^=-jgvj=5BKxW5{cBmjFDS~O<%f57 zKQ2-5QG|L8$JhA7O1y{_$nQixw9UxoUR?>RZ;F5Jqy5mI6s9>TvUQR^X;N_mgw}7w!CJ!H%2Edw zx(BU>S#KWrMbU78G?-YUFq6Dk6nN>ayb7OXBkg3Y6@vuiuciyuNvf~jj>O42obK(vJZn*+cce#kuOgTOR5y0YBPi&V2D!yP&-_~fb!c>0{^n9jl zleA4mANNILyKo+7)Y5JDfi^$SnXd#ZZLv;cXyRki# zN87l6xYRnW+z~Oag&fDcqQ9?6fUSj*G@q%3MTO|3@BBb1603K7tYrKWvhrG?a82e| zq;%a7$&3}u) zLN*nF|2a4=WLq=49dc7hNof3;E8pv! zoYyCELHf5o-@u>5o1hcgFUg;2p>4H%Iss3$ysr83w4&Qp9fbmjS(VU4Yb)NE`V~FY2@s;Hnf!oK?!NSlCjJhVoWD~g5Blw}acn#ya47MD?9{05gE#dljv>0vdR<-0Yp^6vs zF1;zPGDwix%%oBER^chxJyXbRE`1YQ>kpW&ZKSn2 zqk{Oxi+{4YO%J-pCvWE-*+&KoabNZz5}@@Hj`)PZEQH!ooh$KSVRv<<(5n*EOKmBQ z$nitRW$dTt|C|EIWb5VSg^2cZPQlDXD9z`fc2EdZnS6~g6Eg6?|8gK~)R2-YXIx&t z!{u!zRbphHwnwMV5_l^0lTZY*PcI zG6^kCKt8m%879N;eEUpQ0ka9@-mfqU%_o|asa@)JiI_4MMkZ`$E8&9)mC5m1xr48A zWr@EK;zp0k4+FW9fVI^*Ob+J{+@XUmJ+b9A44CVE+e_3QdrWFqy z{}3_%)faNpRPk0OBrQ(X7g+96@0f~S;#ABniwy_tDtFh0}l$;c>p%zlM-W0po zf%@3RBWDv=5@=g$^Bazr1~i3#5I%vtXFg5I=r4;DSew zz+6H(HPK$0o{n^5wc$oL#FtgzK}*BriiFcX5|2XOUtL?R?R9un<+6N7%~WbBC2v`& zfm<%)NVJ?iCGT-u97^ik8}f4c=%;JwiOvxN z*Z^j+fcN5AL_N$HJQ{b9?hH)`@Fy3w+UYZENZyrGM$ z{_lfA^h~yUenL$lw@aAPLOU43Y>*un8@IVocdgDwZdq(zB6d$TM{nO&8iaVUjGF`w zjIHb|B61v6`aE~Ur)&pAz>aPF(ngc`>DIHgYK(%?FZ5iUo8_zy%k2raUWDIg@yJf0 zC>7cvTh%8aF7Fz*Hq;QUU5*(ecHCvO4r_QO5{zk|WnNj-(}R{zE@EwP>U)SBqTDZe zJ_jd-pA(iHBjcgQz^KUHL#8F)SfIpzI@;r@DPvzQ6agQH_B`)3uF z@_@`7EbjFc1E+-5JP%tDj?ykXORhzX2RKFJy?O~X(ts{%Z^FB#Y9f@mBgZy2^JQaQ z9t;n!1fR@8EKd=8sX!Qd9q_(E&22~V#-9|E4i@jqSimNCXDDNcX2;e;lc^;vBr5GK zCmp|A)={jV`HR#7bFRN*+%KQZu9^^mJ`StfcJqavAC!KsGd{nCsa1?X*_s%c8$E)O zumQ{dDk45y#g5Hb0fdFl;YMEWLp~_YR)Quj4z<6-etVfMAbvacVn22Pb|A7R5d`cD#6kHwF#| zK_vg`PO|dNG4`VLqIGe_4+`dE$1z++iV_VlUDj_dunY;tnq{(&>kaf5aS09JQ0Ncw zoB6%N?|1j;Pn@jV;-s0d9Ei;RTT8`%J@2;!Hm=KX@PkdDoJ!!afw4E0x6Mp|M0BXS zi>;@VM`N6u6DU!wD30_pqCs$&0(+?dC`u&A_puc_;ZY|+T9CsN90V+#|J9LS&%;^>hfvJIdLE@Voq zG9V-oQX>PJ`hG}L>d0FD*3J0VbhkM!M>N3jFvcVYHoYfmb~rL^S>8Z7c0we&{@LlA z&Fy9|n*Y$lG$s<3Smy%T@Eu#+RwV{j#gWbi#4ZKkFoGuC9KVc}n138CcLLfe8evot zIc)5~>KqS(9;QHv$<72Gt_l_Tk{peb5)%SuuZrfZ8n&Gr4qf7B^%$;t?EOv==dB!{ z@8d0+l59|u9J`Xt&Y$9#f?T?i94!V0iVR?}MUW5+a9#16evbb090kUdJWkFLN}U#U zl8UdJ{=+Aop(nmMC1n&kk^UvRv^b(;CUVS{Q8k1_#ROxtC7lu_Z5wEsM&=JaiGw)% z;_~_&bMhRkkLiMDnrt`}p-Pe&j*~Run)R%jIlU5pf9S-|s$Gv28^GajCz`&=k+#o) zRyvYC+#f7sl9_xGFU67JNe$BZY*K)eB^JW0qMHTLZMOH4eeN9nKpYtbovpu;rXiQ` zTQy=1nHv_JOD&BD z*OMuHHKV`CO{5v4wk11;ri4`(v>7^I5H>(|B$MHl#6c}C`X=x$Bw4B_HP;NI z-n5VxH$S;0Hqog>_a^BICi-*Mh(j$azf^x}rR)gCl8zI@uNqQ5B!^Kvo2eucn<=Jn zF-K9ijG-jkNSzIXnVqrLw zSrMw|Kag|NijJU$9noBV%n>MA+$pK73gTM=f9xFp#4Vri;SBxnM zZ7m6esiJbP(G3owXsv@)4=hZ^Pzx<)Y2(Rst9P_14~wbcRu3ch@hiZJm$S`xgtZWZ zwL)tPk&da2vdt7U3sf?}0CL*<;Lwt*d#K`In5ESV%6jsprZCXvbeq|vndvyTSq&)R~gda)NH4RwZ-tSp$mpZEENl#x90dACms%GySn38 zjMW_Aa(oCkF00kva#V}Qv}RJlgp}2Iw|Ni4yS1OHfYp8>-T^?cW zB%p^($IZEEb)$Iodpu*gt+KCYs5TZ zr4n3`j27rwXGwmvsl929%4-zyrAXZ4%`#_g zt?0`6-uvr0(P<hCC88d?K#UO6x0<^-@4Ys_F6`l7~*@Wwa;f?`nF(fcL&&?y&$I(L5v{FAmdr&;v?dAA` z3+X&Hbi;8>WA*RD+rx1qaCO4{kP0E=?f7Uf;XDK$Lnz|orIHhV*&VaE(WhsXtmQpW zA9VKF(>)qvXt=#u7CqbL8Y1RZUw}?Sy&7Q=XCvw05PTYhuohjcZ|HdA3H9Z(ed{Ax z>!odyEu-yXE9DcEuikOowImmjviOstq63r_U;V~sRnBM6AAJ^R=p{AF4$kK_5f<1h zTsF8DFe1?M=>$zT#x3b5qPZGeI?#VaOk9VB^{ykerwyVIOz{PEhN;m?Ny*4`%o1rV zsjpA2;Wc5k&*!x-2z5+{XH?Oo&L6vtKbbFQXDkopH?R@pM?bCIHZuF!?%rnWsS58OhYfcNHEQ!O67Z60Ycg!_Zl-Q)&=BUrQS+2a6 zFYcHOlijQdnfGQPv?-HpcmSm~*16Yoc+i|HN_sT2Ha%BbH>RASCpaxpmpfoVJvUXP z8qO0pPd!J!oNn$((V&ezZ{%y2K;(fZE<=2dH!zIRNSWz1bkZLUoW ztrN`Weyj@W%$-MUvw}>2b=$E$9aWg=s+`z?iCDRV^Wg-U)qJ0sW$!D8AEW-WT2sAw zPOwm1v3;w#P+C2twGIVFzkvgbuv3J*TWN2CQc5*b;y?^ns%)T>Iw!Y!XARksS zL5#Q+Gz~Ep5e$krTzh?z&9K9kal#PU!KHcVPjK>Rx%Vq`jqY**ee$4@ut=D2=v-p^ z&bLhh@i@A@_8sA*OL}TU{G7^iyN&16p&#S}Y|k?N!Ub_-vHdixlVW}QboX+)V-l@L zt3~wB!EEPZ^=02d#Ev|}U^(w&Pp3JL>%;U|@V-71s@6L%RUbMH(lU0V=sg2d|Ed-YXM=TP@2C z@|c^eKewB->x4kYo65-Zo3_dNi!-N|)A;J+L!0vhz!4VTac1>8xb>}4+2JzF60OVy zA|ohwM~5um11HiFch&CaS~R=NX*lu$6VjFF)@qW()t=R=G}4KGCXwDpiwK{cGSW5c z))EJu%sQR@Az~={Wabtp6aqbK^Zv&$?~neNvkQ$naOF6JE&*Kxu8hxOF{T zdOcfqJwwU7`B}e_L_P;0z1?Trw@PnFQJwLqoifTkD1huhR9=gCKFT0XF?eIvdcV4E zy-C2YbOY&&oTC;aE)OHd<3_cfE480&&aVXWB2P} zKxYe(jPY0>cMoz8CDJ(@Vbc|AA_Fo60uaBz${!5Jy}oKHgh2Ns(^l(I?vo@9Nn!j(}H;8@#m+lgY z9WlqWOOfUsiBb}|f21Sp+x<1|D|T9bzHx2XWhIj1kI_bS^>tH3&TQ4_o^5>oXhC#M zNy&0V$NQVSLId~;&NH7fen=#ca1)$cCZ=9yWH0dA*r)t@<~-yTGq|pGDvepBvU1r= z@jRFI2+40)c2PB3LT2J!9qgia)l43Gw$j|X`H}q-_}n)Vrn^Ei?E=^5!~8$y(t$!X zuO{U7k}xUfrD9j8n!%$rbREnR^fm5ueAH0!zkaoSn;51PpZvBk@bd{hf_ldw?UY0r z@dlc^TS;+FT2pmEFHv=w9JSy~)FnQ8zucu_>Boe@;}2ou`l{s}Xqy{$(WPOhd1I2$ z$4M&~3&mAs-3SOVhX@|l_2^DRw$40%@+35~iU#Jjt9N&{T+WOQtX7kw?-O$lKNc|M zJ%E(KE8FT_RXKR2Ywa&wzqJ9UN}QCLC-#*rmOF#PbY@~FdPRpvLE{m zL($R}rv`i|q$1F7xKkh8+&;H0hmyTwi@@K)E*?)e`pP;e2_mC zYI|bbn67UCYJ2b7kkU)r5C8%lP`hIibj)&AoM<&SW!{JW>y#<1@Y|C2TLtQ6vopoh zLQsZu?c(Rw9P&6BU}>51b0h6+uSe{?<#K@5Q*WgXoI9FtB49f==;|K6F3s_a?HDDOtTX**j3jj`yBRdpLt_fx!o0cg%aKi$k9R z2+mSKj_$a3)*BvJ#}Xb+1e5--I^i37Julv6IHwj@Qbe+1Cs}f}-vnCDs}B}8f&7(J zAu1_so)iDQrm$UCUe6ji8|SAt9f*{?b)&@Ae`zWc9wwd*c7ze|#c51wP>c{e08m3l zF%b^xzNgUp@DsLGj)Y-PXOfpaa@6u9QVu+q5H7a=qF~As1YErjT24R^5-E(`0FN|* zivR3l(knF`9n@GPgY({2+rE4%ci1HF8wISb>n|)ZOLO;w% z?Oj%a2SIoI3RPR9Onvu_*!ws{#QSTl)D?=BvUP`uTH~Zw!qck;aYPAs6|$2hrg0hl z%RYT(ky~^uo)H*X;a+<5!TBR#|Fi5xhCDCg#}SUTvPjy5nTKt*$h@1uSx zP6gOu`Bc=T9~PwFCX8lvM=x^WHz@f?aJ!r)qZ1gh(*|H&nKf+Tim+}@1YOm#b$ajh zX+w)if?g*Iq=j;@J)?wMmI>(x<2dC5jwR!aLPJ1Dv+Z^bl-3sJ!%8g*lpGGNO0lOZ zVjIfI>&>J#Mo}UM6Uw^KXtkOeXPK~BYg{g;z|E*stxY-NGX7v~0pl37&x%_& zhF($~_d#^9QuIwIjb9WgGlbI4*ecst^>t2EQ?uRy=8H3Q>wZ$ zTzFNHGI45b&apaI*oYg$e{L3}wnTndTUYmCX%pnW5TsPwT;+Zt>Abvt>S+$?9QpUw8Yccfg`&A1v_aI{I``Tav7la zvJJm`-eHS&7+kry5%p_NQ^a%~mhif@E^`~Bn%eJjow${}O#@+?`aWS9X`bZ#xt~VF zKE>B*oAUN|8=^JA&+9&yGGj#Cn6sd%vcF|)+WQRE08UTw(D)A7%PLsQzk z=I08;1c77z=Qf1-6UWF3FMm^4#s+^9m(?`yUF(tNmAj0)lh~+pcV76}Z*Apu7;pM| z%FWXtWA2KGO&6FSyoa$!>L(W?FLxlfkG5#=pt!Y0c+JCLJ zAbhMV^1QJ0e(T)RdLsG$e(6bKU9t$&`gbewzDf4CmGHXD0D2sYXur-;y7L46Q%%r+ zRuf(zz5l5u(EiuL#QzXAJ{Kh*{x7J;e+DOz|C_7vpM2tfqZ*&H6aO9600IAxs{#Hm zR0HRKp&B5cjm2M70|fFfs_`#T1L`xMfQ13j!+=7-fPw!lDE=jC0FeKp8espR8c?AB zh#Kl}AaHP>1qC$dUsMAO`k$Q%uzxrWR0L4iznlgH#J@!icu+*ZKb!^#;(s^|Fu1=R z#b-qEDQf)XG$8*Ar-ActP6G)P6+ri2APtEB0coJYga3C+0|Nci()ffl5FoL@Ft8wz zu%O|vU|{}kOQ3^cgWzLBpkYHH{#7*KVEz&s0H%LNCSY(7p#FvvAfF2nxOk8lc+jYL zNKkkvka*~yoJKG{3=%#p5TuQAbf@sD3pLON>Ca~6eLP4n13r80J%>{gBl%?29|&Z36mBcpAHR;4iAPy44^Lta1sNAih;|E!wX6gk;?$QWWY3Ka2RB$aOKf?6hQ2i;T6=uO*H_1|Ibtt zVArP`V@*|CT|QuNgp$qGJAJ{QAGz`7n!TZDvaN5d!nFqtE&bdE0Y|k*pVb7H#sEtC z@f`J6jQ$0V`BQ9r$W&pIVCd7e1bcH?u?ZOB{%9DC(hdzIA+i~ zK5yrK8-7PA&Ox8{whJi;9x2nF_q%FvPmn=G92R2Q*I_{;6 zsSLSGQN85jm158oj|06aJ2Is@0}lt9mx844tgb}}2fC&v1?NK5)IsO|Aru9^R_uN-W|9iGBv zMc?Hw#~7Q3pWm#zcdbS#8`e|RPMc$NN-taU3U4k`ngltFt0tAqGP~Om-z(UN&srE; z>s=&mis@%}cZUOf+^M24K;NpBMoJzFBkxJd&htM8$1J86nA`0l2;9eQr>KY`Y?`=LhDa&)mS*p(NqWQRve@v1YWSsS2Q(XMa$Vd&h;WM&tuO0r$MPJWmr-SP>Mwb+B zwIFzt+hn6}1w^s!ml>20%Cv+1Q#U0Id2!uTw;0?wYb;Xx$f@Vo?m(VoT-h>a*G=%f zZy7Tdu&L0}_>h9*F6Gim1RRwftqRJhJ;u|fZafC^5;C8g_|db<2LiXXas8(9gm_IlitsNp#uy&F4tMA(vI zxMPLk;K>_OV*JQ@hD3OrHdRlZJ>B_s7jtC^K~4nXDAGcH&)}K)W4q_jnHzSN@%#5V zDabv4x^!Jj@9pW#^Vr2gpBgDsyS9u2C2UZ>>MERC_U$WFYSh4@QiyD*PTFEKF`F>xVzmoWyFOe~@=r*+8ba@S5_kw0(XF2|>h*8x zx7;d&odmSrQ2e{NKbnP{Ng`w4)i+9bvDk2bGI$yJ>A=?v2l8Mt8(h`p(Ll8fC}qYb zRNe2)bvQ2 zsny~5Xo&DNo*Q3mT*nl~ibO$Wdyhe| zo(A&rHqK`HuNx769FOvw*=Ay^WI{}&Dec9X!*PZP;DDhxI_lsUGCd%pdjDzB=Z=%%6%?xhj-a{EGjzaoSOQDxX-YUq1J1 zNWYGHEM*q8Mn>_>e!W!*@pChin0w~S2Ua;1b3$G)x20JevC2JCvK|)}o;s}ti zv6l9WiP)0EkI#Gh7%s~mlVYDi14A1*{sjXE*d=MsKMRSa4K&nnXY$L4SO`uw^ybb2 zNW-f;jmY&EbhhqN1AiLRQ@_uB)Q>S_YV|h9@2AA&7b-`8UT!^o$Qd=L=ZmajwnYV- zDHCw1j&3e?Kku9AOt|+Lw>zSV>j)VWj3`}DBq?^Zr*>{8iAD-Hb1c%oyxy~HGS{=nu8{U2z?jZ!KsjF%qKdZPlLWl068Gf%0nd+ zrZ$zuTg_JHVaAu#RG`Uw)%S?0u}j!mL=*eVBaPxDX=k=G>F`RH+j1E->9tMi@o^7e zdEUnP zM(a5mOpm13o!tbB=7F#Y+&uSf)Bf-E9AGETWWm37e>FPvfu726ukV8Z4+r}?-mK~2 zIM+_3>-+ul6rKiG_hM1y+I2ChVxUgusvjVl8&;3FyVwgg1{qDvW`3ha>!Ra2YX!_T z-yGDotcp0*O`Ta7SB?9wfnfG#*@s2_0%IK@(`HpStUPwD5sy=QlS#vZv2Wf^3!-D- zWEtdKOr%sPsA_P?p(ZCaWXCmUh|Q%9zJM*y@TN*P{TB0`?2#pOG;J_k%dL2jWs+ApEYlQAyL1{K8bs zwM^Dyn}+_|72{h;0@1a7oWj>u=cXRlHM*0jGQ~Pf`X*%$K`d88V;?kQt4C)~8D*P^ zM?>91Ha;US^kA>vTB5uKnMFz)Clc4?CsU|rw~-=e5lTacMYR!O>Se5#Ak+GvJZ7^*IRh+bQ2u>Ip1PFoWb9^}BJRtH*hnVI z=*RBRY?Mc+LZ{CDSu+MVM{qLi-rvCkjtxCSW?lJ%UC6S%MT?2ch75+CeFmI#Sd{PzHUz$QADWG}3x06`zScxBh_N9*z>KjYy*IcFPnAT+u5lD{;25H*{vQ*p50 z4lKQ>i-oiBk7UvlP`x67;A*T8&nIIF6|IY)AX*jh)MxO$CJ75?A)(q3%VTJ6j!Nuk&&!I?%W^=_fS<1S@E&=LA1cm%Q zRZZ3%%|6B|Mwv+wJOTFKL^(H?!vnE>ONI?1o3LKDAP#o+bjIpppWjc7nPh8_eyRBpvK=Llr+C9L}fsI|4HF>s-8&Tmmx;7&|p; zAWjm!E-X<<60a*_7j}G@(2 zC8jz#MYtrwVL_m_1;b_p5Ymz$E0+3YC;AU`;ud?N-xoc*8^4Sp*Q6Afk=$51(}ds> zw6>MBP8jzaVuyGBke_VEW$dw4FyI>{uAFSYGl4E797E9xJL&v#3GEzu(gpC293jpj zN%29hl`k1TQ*5zYVxLsdkHyfxaU_w|czzsvO1QZG7PWgk32i9x7JmumSwhb%L8ouY z#M?q z&f@1#EKf0oP6d-V^)U*J9WO}~*Ugmss{HB5T__;NVJ`Q( zu(70&uqNspJBV30SM0a@4~{$(%tGhUplsknj{hkdFD~Y<6%^a;--XkKR=B?TE8jgSou$VfqtF~f{g!{x$B z{9}}Frd!;9s=s~WpirDLF_OG=^xN^Ivv?NQdB3#t%t)*yu)F;X{Tq6BYgw3X(ll;S&_aP+tNDv_^jSiBRBC48bVbNagi3c5kT~Qf z#oGC)ASBhjktXwKsaU$FC|tLMZnabdwk+c`Lq@q`+$jbXIyqH0yd@MJc@2B6q~NDn zjkHsZfQpbYb0*1HCD+$l^0wR**mNjhSjfOEKrShLl`~hk2j(L+ArqwdFdBMVt$Lg| zmc~5~yr~9G!aj1b?hj7A?{V@pXLU_beui6>qE0%ASrKA$6+1|MHb-dta_*IhhlE7# zs97PuK%R=8ZyYQB$wclkv57q3Et$QTxv2K@^Q_ zC>beB2|wWw$b#!%jhYL%vz{@Y6DU$ z4pho1L)yNBH2E#Ho0zxMaaFni!-^%{I+|M1SKB&rxmsCiJCtI|3Bo#7&RV0f0VnSD zJz*`uYi6+S#dWy;OX`^?CTMLE6kXjNDtK)LYupsXp*UqQp<`B>i9Xn)Bg0KTiYq&|Lx`EeI{8lVRQGv_o*`!D8+GZtF2v z<3k@*mFXITEKfB^c%#x54Nu!c-#wc7YV!RhM{dRj%*)}c=nyYo+Js&seIy60iAS)< znqSp066u7J&k-lfa{b+#>MX{h&0wZV#@A^P$Ik~h%Nifm#-!Q8%g%d8#|yFA$Ew4- zewIUpz&XxQO|X2fY!^U}y|*2_iK6~Cj$1Jyp<6rE>|)iW2jV}?sJgRoO3e3C=1vWjV#RjniIy-p-z zo;}6wE5FTR5h8f;>qP@>Yp*53q!cw};%4z(>gJeF@@w71VDpkcgSPf*E+F~U9 z5c}`mA06Htz;gYOw7L03=CKJ ztxn5s?v2@IO+L5nP41ZSB>Jg?i8*nXI&Acr?24e!h{0i=&F{#4;oMCih#Nxe^KzOP zqY^u8Epv?s+ZwK02$#+6JPq#zTQFKvOmx#=6-c_RU0N3#Z*=wOyju-YTj^5Ej6FNJ zXwzux2 zc6l>5XDk8A9?LQe7<}9Z-N*>7?^^}oD~}nQg3{Y_>9bbSTiu#RF%<^_JmV(Ci!O+0 zmYqjHpl46n>x@ptBDiON052Lp*P8I=uF~ZZJ<74Vbe`{I*GJl}OZ%=u!AyPjoB3;xu&R^mTY|`D3@3;Y_0Q#L~q}h~YGt_pl59jM(!?X??#g zv|X6~918I$u`|4EVpUE0O#kd$-}0oX;*9oYS|{{yF>`Raa;{r*Q;p{WmzN4V?EJf0 zax2qis^RJ#(^b;syy?Z+PUg%t;nb@1VeG{=+$xlR<`wnLW&GwTi{w>t$U&Co9_r=J zTji|vX2coib7`XD*M`M z{k~*URYnFiDDwiAZ&Z*;NN8)sWOGNm0^?0{B3OFr!E1Mq_Igo#@73~}BNFi!Ba-9G zI)&DSD&vV9OQVxGh_Tx z>(4bh-P05yLUG5~EaLN%*0aaflS>^WU)J#v!`TbIZsy60hRltV^#g+SDqrzxBSJ)=gv8)3gklG2fdRFzVeU z>T;RreZ|{Ybm~J>=2gf0CBAfujqplA`)LID5Ej*Z`0B1w^DzMY^D1*k27+7+3Gy#d zgJV0J<$o0wU1(2*z z*BXl|Vwlz^3)GXSnNn4ooFek>e#Wup!N`#$@0~$HAZh#z0aixr^{WL|wvRy+( z+8s&o>knJgY_u?bebm|{{-!r*NUB7X$wA|Mz0Nf-zIKwuZX#%dinY2N(C5344;Ib0 z>iE2B6Sa55hfl!?u&*=i5GmecXuIHasp6XsKl2xWrpK$|IO2A{V4LwF_51cl+WvVV z{v+Ky0w#kcs1997HZoS8-J*sL97D3?JBs4$RS&LxdT2W=47#sRmjn7N{Vg;0t!SdC zLnTGBmMD@Rv_1)qFnNU=O(RVmyqFlsllWI(y3f}m`KuxR_Bc^JJdDKmHKE~VfblMT zIZ*)^3&(=i{GDG^zr!6lq1C(n^ltNcjP$jJ2CxiNu*5g+x9}R>*E*1__j7*gf^(DN zM_E5xU(pnOmU$A1_&Rwa$6xbv0lr`lR4QVg_Pq9{3{4thS&y z$toVR;Z%g%ra7VM7hjIKb^2#+P^fd909Dh7?*J>8_KByN%Wh2ZaMn$xE^;9IFwJ_$ zk8mKl*~Jzkxkoz7&{5wEgF>~}V(WKc8O+JS!+Nxgbg*WeVdGewenW=xg0Cej%w(*G zSNYDww0m=4@SNfBN^Y)H+?Ib3hMQ1s!vIjP6(h=Iv6v@ekZszj$f2vF!7@{A1On)RUffqxB!xPXd05@V=y&PidfFV99X4)>oCK zjZ#t=saa+p>~`+Q#~~!@Eg&sz4nHkD@G6(*JSE6o%>T9mnvV~JV>MhHAgbT&5y^-e zc0fQNd-`!PnfGOf>emh<{-fQh>( z>pdHs@g~~Xjk3sZwMe=(TMyku844H92%iNh*3^&BSrd}!gFe4VRkZ!vT9-Fp2J;JM z8SyPuL~Up;`k3$lY9=v;NgUxmId%)~tYoAXc{=tM=Ahp}NR+pO4B66<5QltZY)-d-nHfFF{Jl#mesA)#rzb&NnuRT6eQD2GNQ zil=YXru+{P7hq~4UTot^!MDF9h)^3Q#wCx%82XIo4LOcV#zi~i^8sOG7Zps+ zYxL-DKuVkkHNI36HgS5#vc%u^Zy8R8Om1z|ML5eB>%<=q&2^(gKjcveiEz#|rhiKT zIWWa;a~1cvn9B%n$0AOG9&!$K$Zs@J6;n6{K{LbIwx^x*5tO(accX zSjC%n>;7`Y<*E|={MD?+Kt1h5Mk%v8Pt9{gb*h_AU{gfJW0e z5v1+1zADVnLc5HUBq8=Y(9e_X6wE}n^H-`&VPJ%$c5dFys6S7c!s`Z9kF@Z*6bozT2g&n>5hV%EPNGr{B?MOJ4^UB8JoiEld{xkx-v-Ry~6RB1!Z(3XFPoTE})}9k( z-`@_OItjNKt>ucf0evzNi%o zO1AgU<04i+mQ#PQRC+pW)^k51VO5Z#hmNAgQXk!9uE)Zg-ZQ65w@38XNKd-$9^vay zJ__5wI&lMtF!ss-;CG_fxOHvfw#ktzf=`x>+mKE>F-!H(E=d{RfDy~pToUmvtV;5b zxhQc+zU4-8PDAHQ*UJ#~pPY0AJbkjYmQI(=8W+E9W1c;i2@}M6&jsW_K{AfX5KQ|7 z_3_Vz2{lV&qq=;Ah(=zPKB@TwKWkl;|xpjqd+c6I^TJmyJ~w&B(TI;qylP4z1=FpQ48PW?$!b-4vdyh+4cYa4oi+r;K4u zBD^J_k~6U8qeGn@jl2Cp$)yud`uv}TiNDo^)`gumzH|Fz{UEiuO;ppjePp6fQDgEf z4$OU(f!kU-KSpNp=5o=fH(~d88e1(63r{TUfmTudGr*dp7 z!?i*3>;A{uXEkxe6?C-e+%3a(-RS?L4T_J~uZ(ohhRH_)y#&Jlsh0o&d{z{nBNbo((7zD`00s;M z@K@&m0sSvP2Lw0(>A&?7prD_Rf`fs4${i4Zf0Bv+8cY1oQsR^5z<~k*|L=1XpRok= z-%4Rjev~+iH!t-jRKC14u%6D!2wX>fa2po zpyR;7;sU!uK=H~fT*u%*etMAEJ!4*X!vXZ5q25w`BuC;#BNYHB2q1nF1jGn}NeV&=3Bq#!0BHUInEe2_`~U>} zK%)}}7>Wa&!~vn=5b_cTf|59NGUUXv03TT}ZFw{vMG!j`cm+*R=l^GV375P7pI$;g zKb%kkF->xAe@r;Rl2g!E#&|q?VpY)I7EizuTChy3C)Ln!vP7m!wnkj1ZkStV53joQ zXBYjvewh&{Pw7hsCK>{w`4v!(p~KaBY_&>X z+56S$_33iyZqwF-H~MvNf+a9>dg*Z={k|68162A*)9D4{dE@u`PSA++YXD@JqX06L zwgs+*0)a1>Jb=*eW&$&dyBLLh3J0qYa}tcYHdxo+FJW#c2($1g%cCsbWfBsWb(n-= z_0ySP9Y#JOV-zMl$&CWJoz0J6@;%H7#ls{Ia<3t1(f6exR3=WOnr#~PB+TuOBC`A@ zN}3|xh+Uw<40@cBu9qwK1xX#!S)JuMy{^zs7`EgfTI^5Apt4Z!?UYUYz(MsKrZJc2Sri?NjgxKw5(oUEy>nOFeERR zD?4>NS`X7rn{^yeQ&^S^sUAQ(?)w}PH$@spSB}?Cm0MxBlS=B8@K91z3!Qsv&fd=H z7T7W#UdB)}Ys5kw)ga$S)2MJT%U_wI*Lqfz7P@*8MOCbp(R6G@d>pb**j`>vJ{l@o ze@>cv-QUe%cNl9y_)62U;$^hr_FZr|I8d49`Dg&jr)_5>r15p6rzUdArjD^l;tmzX zFU}rxdU57%(6n&xpkCM}J%wzBq#kF+>0LrUVAXfDzO-QUJ*ZESjH7M<{RrQ_W)_lw zcAPWLy>yXx4&OdcFfF2L=0WY*dOp*sxU#kqwf%dvHW`qXW#uR6CR=M;K0@Ob7ZEIC zyR|Vq+b`TrSF$G3C@Pzl@XLsYYF{>5@_|3lyp21CNSQ7>tRijTY36K`$9qgtenND0 zOI86kj~fiNm4Dp0dOFK$EgWsvPw3s&xZO7#kNvj#E{`UcEY5ePqW)C(Q>A$}`&F|! zp3Jp?$&mFTm|GQ&<+F}+_xaOUyRDRDUy9%NSMoi6Xq5#9lPj(=#7S6TA)>p}~t2xdth`zN4H z?jN)M9K%6U@u5{bn#2^S_=4j1vs@>M(1edvn9)JQLmOL8SqO(z#-Be8YcKT}RYFS2 zEIE>JB#?+T^nt6(WbGUgRz}bp%#%sx z=9$U*tu^oH+hC?!u(Blmlu&T?6!c|DZ^ABiwmQ=ANJd9mWDu09SeqU2$)eM5@NiGE zvU&wmVDL_?5rMHu6`K(YM}LKrk|SL~_KSJeHFS4nV`WN}f+q*8iQ4ffYZ&LEY#z2H2XJ%~z{DPV@^+!rU{(QbFwkdYr;9jcE}>vpD4_@ilX>7!;JGg z-@iG3S=7D}sgqVwc0J!;#@H^SR=MJKe_=dtprq$f7<&Ste3gTU;3#EcD3jEiZ>Klx zDECfD$7vP(s7}s9H=(HNo!V-E3k@6FSuw)13h}n{>rIMsw@_rof5#gV6KgTGV$nwQ zWcx`Tw|>G8fhR2YEhnQ5^`e$wTnhHmnMdZ7+ATKDbbL-dM5-U5S0yr^@pn=MB-}gX z!cr;KP4=VDk!o48r+MHV%>bEczR<{w{X~RE^6_dbK8GlGr=@zT8``$K%S;52tknsQu=4Hxl+NA4RL*xGxw%%HL9T+Lqowus4}~?X4Qp`6n7}M*H%C zwX&8MUU_LlVIPH|9BZx=@E(Yuz2>+yUMnw=Qqt)mPN&~;TWqJx zXt+|%;O^|0=SNvp&e$)k8bnFUu=&|HZDvIM#q0dv9xno-fS(aDPGT&uxMxp ztH%)%7mIz3(R;UuFn>RYbn!o>>#*e6;S}%sLi_ljc=4*pdnO^z-7R}|B7V_a@)C*B zxL#?>BNS0FY;u}#$vBU6Td?Fb$Wxw@u@cUdT55#b>TksH#NDK|fdQLb$R?0XzWa_t z!S7J^yVL4h8|R!ou1uP>EHBS@Ji{EKMcRI?Wc#d-p$cV=Jk(AC%{-M9NTRnn@qn9b z`xNE?ng)9$h(9CZBKPH+Jm&TQtv1qCjs>|?&=bpx?auh?+fVBE&egv#hJG1S5Twqh z`>4+T(x$A*as;bs?4BPgw)@?GNV=#EyK&u1iVPoqnVWK0);DRKJ31!S(LvzR{T*-% zLHGC=Kwjc-Sr&J9na2Yzc&~|BGeGly##77t;}e7XXCcW7umE{yELwK^lT6ieRuLs5 zNP$At(Gk<>!O80*(C2rdPnna^Er$skyhp9K@^YZN5DY*?oOr^R-oV)Vmx*h~oI~xP zW|9~IXR|vGjca6*^+Al!l~VvCjS`%Smrsl-H?=Xfzh4`S!*(E7euHQ5w5N+xAQT*o zvWcNrqPHiyZw0!swM5V}ZlGL}@lSYUQP5$q35^$vM4(rXcjK&4>YYF0VgSvMpEDjo zbg&P@k*^qs(c*8djUYUoWLPWspKS~Nllj5u;!L@!VH5+dRLZ|x6MUlF3{@EBfXTwzqF zs;-Aw4*~{F?;-}cbIxZxKs+#E1W}5vgZkBpqft{iCQeJUIN_n zZ(1(YDc$(8`=F8jKr209jvWq8vLKHPT8j5CLQrr{l$(xedd{dHRvLOr zpHhqWF3z+T3XXRPSxm`Da+C)YW8KkW-yfr2EM;q{c@#=m5g_2i{|M$o^AwK$YR#UA zgKs6<6Qfq0T|=9D-yeOnm9Ux=Z&T|Jg%;PJV)=Fy?*fgjT!Kxho_hnI6H}kZ2ybM6 zorJQalwz8Wxq=yjpTJ>;F3thuF3l>G$p3|&j?=A|0{>n1Ira8Ah6e#>YZ!fzGih!x zZ9gR3)Hzj$yg+se0{ex%NyR|m#vHyiQ7Tx6o32nsT#K&MP8~hlqa~zu)-o{#TTwEh zV=({uIl0WqtgEGn33QSRc*zY+E+9`0YT!iGFHQRs@<*+wDC(+s!3FM;_Pc*dx}8)> zWJqz+p(0{1wksEsGax%kJ%;fm{C7yf@0%R;R?_0?to9dc7Xl6(ME&&W)ZJnj+!m}_ zu99!TC5b254s;%OOW40oim}xa`HHezTD_y4OXnATN~Li2oD13v$~c1(hn{~gbK}#7 zAhwy6;4elvmukugAxQ!Xc3z6gO(J!eOYJ4Fq;wGqT=4_FONCwH!w}1>2rB0mid$iz zPEBGV$|@0=tMi8PD_~KQN+NzT_NNlb z6TG(8ip{MGQV>-I_DX60a;VX9jtEPw;4+cea@p;Yhn7OwtciOnUM(X;{cnky@Zk!l z5f2UYvVmtSrGa{e?Rt6h;<1%%I{KXQ)Eor!kf$Zf!O%z>IxKTQwGdb%u#)fURCj~O zC3sT!6dKi~>KulLWhq^2<5rBq<$raQ7mk=enJmmm=q7fZ@^i_vU8>pGq#nZsE6m)F z%ejRtjAV$Q20^^$&Zc(iM`(dW6QLVSZFb8cOu@b$)^KTbJY+-UaGoh%PSI*kWph32 zOP!TD+t~|>U07_9N=v?2#q0{;vAA^)F%4-=(m)=_!uW8f0v{DaI;U&5KfAD)I;7SKD%SS2`2X>g2_dcX>Jvl{@3z zI!s!tCB}Mcu6kC=EI-tH296rK>HE|r8)zA@W*2J8M*A?@9oZrJS>C#0HNvRkiAJ}o zmCJyH?VVV{rK&D6lrn$k&|2#?TCZD6sq*X6&Dz}vt>v$qEZAFxc$??TYB+KRA3_I^ zL4nPd?d{}iy*|ACemo7BLH&~DgU_eF2_nW~fg|Ufqm({F3E71{pdT}z zJ;re|n4DMpGr1;Fwb0P{QuUmsV?PBM~YbIpf8m|5L=caYsW)#nKL- z&q}uAoM`c<*4Sg%+`!mKo$OS(Y!{6X?B|g_WTa##zSW}bwRR%#+g~;XnN1t6cMOd; zb|J4Zu9x?(d$xLX(s%dsj?Is+SHhgH2-OT~#Vjl#cbvSR{SCAkX0@E9<=Y@}!(t9!$1Gd#<%>u7GJ$Bhls?)9(ApvyPteQ2{zz-ZKKqmFWYux{J>*-F1?0_eAbX~e@b;_wS2d+XW_MDFY|p91r0WaaW}(t7pYQ?)z z$kvvL)e$QHmM+P`gva*j`R=qVBGQF{QCo@)$sx{0@=nTXCCkkAb}1$C3iZSk`o(q< zNe84yDelJ+yw*-m=V`(RW^l%CogA3of&1$ zs_~`JlAPOp*?b@0Q`0``h``K~o9sm?JkHqWy+@QMfvP0A*x|o8DA;St>@H3`t=QO- za^JZ?KJT&G$MZb9AX)jtUjRjV#kxHlp?y(&u@_@C+OaXULUL4<9+9Rk&f0QWgL2*T z;d>!)C*TSU?)s+hA+G_%}ZkG`(Y$<|vU zUMK#Y7vl1fIh*%djF0_Rw;7ptTs(`K(~o)#m%Z;hYN!__QAbXhkCPVz&+m^`9asMR zPpqDo#v8AUn`ggrpn|iWTo}*2<zbzA=C(;2a-Eq($XYFkGJ5mrnjdjgVGPb|4G3OkC_O&mQ)hL2qI+ z6d!F(W=_b6>Z?iWlR-%o$lWi86rz->HCXMh%+u63@4#Zb2Qup|=8savGO$RW6M+N1 zl{qD%7h3Hu)1KH;S6gZ@u8y6KtJ{cW#RgmIKc1&;Bzs~kVe`}kZ+?%ZkP{%UwlLIp zHQCY3t*QQ)A&e%LrSWho{ES=idvb$E`3%&pm%WXZE0p@66fVp2X@GSk-*%zQ%esKx zV%+X%+7Y%vi>=-Sa%Q!Z-9yv%T64u*1xIItx3_BU6-DF8Ky+(5R>xK|O}&66Dri!? z5a6boQajQ`_(!9n0yhF2|ip4?=(w% zEoEFTan|asd@}SIz1XMaa1@HSW)0BjC_F?&u<#90!kq$JnZ_+2$9+CijbxGQ_@o?9 z#LSHJ>fN~%nlN#duNu)Og=|J$pUakKD(%-+J9`Po)lJ(Vao;Su>hB5GO5+~zeh%KQ zI1*LXP}tADscs}4`n>jX+qb0dw%3u*^VI_*l=jnLWF=9PuHk>k6I-udfXDYoFq@_y zB1StJZPz<;pXe98P**3mNklYlu`X4I*JDH=xLjylCUMLzNITaGuL=m-9XE|(R2(q& z1M#nJ9JxUU8#5elek z#uxT$@GKl61es_7&9SKvI)SaQBUirdVd*KbOC?s<^q!?kJ6L)@qXAu(N!$>ZD zcdV{tRdZNO6ofCr-(U>X*~>)x{fiNSj=_0fS{WN^P!z&r(v$8E4b>D*6y^sDUPf@l z#l#`L7Hwb1{)`HI2(|Ei`h;x|P}hnLJa498<>O0fcyYm*&73<)13#KdS|BbyyUb!L zBbu+kNy&<9_SHp1X}?BS0tK$oF2=2oQodQ0gSyZTBO@N~GkuDLdr!@uF5o(a!0~r! ziCT5Zv3(XLi9P|4962g2)SeNv+NdT(bwZ(8&o^_JMyT4Vw5yT<_@HMIg$U+&y?oMd zWOzbvJ(7{ehDHQkw6ZG0agMI>n$LpM@`9!4sTM?-j+MdeZrW!dKJ;663zEGO%F)S& zW<|#bCDQiVKlATLO+fDTus)vk8BQXFUt8>^94g}ywJ9~ixMLI(aPAUd9S_jO)mcrf zej0MV)7%!L%|xHG7BUl;GzW7Jog*N}lNL~~q#klAk&MR(ycgkGugokQ0Sc4~PNWdH z6*9jn{eCq!gT`w8QI%UCZJu{}(I>S~8|jC4D^&p{_nWp>$64pLEd?{JI=A>LCtY*kfk>B8*lNATzz?-N>`&ff%s_dS@S@#w4r~!!o0#w z>x7#*>XutoD36ExuiaG}(7~eCA#J@c_pu>e1k)x@t0>A|M$-wXaw4>oq#MvePTg}$f`S!$RaAtuk0 zQ@3>9g3if8)5;BLy4XgPsJ4t65SECQ)JC0zZW22fa#R&BM-3MIFo)cYtoE%3OpNL@ z*~$*s2i3e_1MAYy-wZ2~(dG3z?XzUl_pct*rsPN*a`vH2L~yz5d?t)gppf@OXYr=) zD(v$qB20ue)TiPDwd7jMk68@}=JG1pJf&sL7{dr?-NhR6PtT5&2h|tqj2tjbJWefl zUS_^?HdH!w80ip#JGdx+O2a(Prc>~iIr#CbYNn3G($wdLwAt%MH7(WT)!S)$AL0`- zPOVT~E4Fdio0^cV?20tjdA~VkF3Rp(ckzs5B|f&FGVU2|@=RnM)XN`LSgSs~`~_@+ ziyXJ~2vj_T>#(42<@jG_OuL@9HMF0ApZIML4qivDBQXae&TUn6i1wb?IR?cyWc{Js zb{{M5hi5|#k_I&oV!v_;7=J99o44;HP(O^@b{b~As_qFrvQG=}JLG|QkA-!(13~L| zS*LH%KjdrXT)x$8C|<`?=SjMI_Ki@^I~;NS7BNzhxgu5R$T`jK2F(qBmw{#0f31BLH7UA z1c8D2?<~kaodpyu5;Qat93&8c3It#S0rvlzApcMen184S{6DY7zcL66EEv^50bu_N zf`B;8x0Bv5)TI&3kMb%2M&mX zfbcI40))YZLI3Y82rd#FE(#1TCKMhJ4i60m9|!6`We^zbf6N9v8UX^3011fz8G!&3 znh*h%5Dk_P4{Wyx02?icP!Na#%*1fm#Axuun6M-OY7zh+2|(vx90Um!Y_}kVA|^#c zB*lUG=e2;OB!eX&!-x4#90Y8)Kt(1;11CZd$ia{XI1z#aM*;jVNCO~12?+iSMe`Y! zoC=`xFAjnNj)S0q;~-Qxh|~zgG(dbh052UNm=2cuUmpa4i~&f5KF7FU8}B%UsI5{IQf3FHPeF5qZKD_%cFnmA52htc?L(8 z&RSO5B(B7hx!7`zwBmPCPS)M)uG2?d&-=Te>-WVB?*3mYG9K`*M%id?Y{g{G(A~Zw zPG}b#$s89f9NJdz<4qafK*eTq$8%(fY_y|lTypNWbz@zNl&z#Kh%N~{Jr~kG=Ph4U z^(S1HtlvX}!lRP8pF)lrs5WC^Mi!CXcrG~gtQ8W2GsD-%j`X1x6OIh@wtd)jf?}@o z@?nZUJO55l{5wbyrB>>b=V*=idTxw=MrN#NKNSP+Z9_~1x5#jWj8?{3> z2C5k2e9ReF;|i?}37JSw$kP&4JV<;C`vR+{(o)2~&d2pAQb%QBJR4HSm5=+a5|!;% z<^|0S>bK-2ha^bK$)lNwr|wfIPgHqJu7vdYiw}rd1sglkv>mhyS4l%|>6PEbxxeEUfdNPSh@Iw^2q@s}PL~Eb0~&+)2tV z#W>c7Fm=wd3aiOVDTd`?%gYEp?Yh}a19XI#n=)S9C`OJNWw48R!r^zU{BTB?$7ee5 zEyIa52$=^NKJi^OiRsjZb6SAh8@ok%I~u#C(|`?&3es9wZMhSmy4p51opEvx1C_Fq zC81Y0`bmN?Svvs>Lgbb%$jiJ3+D`_aE<^Ul+AW-9_N8pQO05-5zY97zasz!wPhjgS z%`#Xrd*5u{H-L_GW?v3y#U{&i%5XsU`TIS}rYA=`s$`1iR8{41VgjruEwaJ_CHi?RG`< zpqqa4PUXl3p#Ie1q2ugzWB%a+|AVAUw^*pT|J;KZh`0#~9P0W|8}o-YBuA7T%7Q_Z z_eH4Bz*=SD!bRLA`R4EmX1Yj(p-?^y-aa#Y0Ix5(S|3qWV`x0wnF^Zt8kaX7;sQ9( zTObq@*cp~XlK9w9z2hCKQm;pXCB)AJsfcxmIVe#2)W=&Ht$Bl_hp+OruLnZT=Bvi9 z&U)oRuluW*HiIn~WS16TXf7$$(K=3n55E}uO(YwoA&o{bGxEw;`8WoI`M|5DGxVb$ zBaq(-7uo*Ck55?Uvr^HlvT)PZ4utuq=U{s$wbN}xN9CXGe$#B}Mwt2<{Y_H`YWJ}7 zWM45U0c-ZRrXwE}!Bl!jz4HB+Vo`+^`*hQ(1e5@BP&xgLQeyetAqhId50%Q9)Gf`= zT*nBL_PMNT*QNP=m51ERmgU}=20N<{$3t$2_3>G3`PgEqf!>hy0o!ARl65t*R)6Bc zNPcUJWT{98AtD-)+bEaLgrtG^MvVxi3y%jR=R7uUtuT{~W#UvI6z{7=s+ad>dhwJ4{l+o4h9G@|GN~w|TDV;I<63 zMz1LifK>}ktlxSHQW~~hoS}mxZA4>GHbxq^23cLyr4-N_ICckC!w$w81}qXT3Mz1Z zLYLF;(>2~URpIA;te*^^vy#<-o|0Ou8mczaRcje?_hchhYuJ)bLKpS0MLPJZpfD*j?H7yIpfjF~QZ(ccj&iNX|0uW_Mx+l-U+-Zr zk}B)cj;^?VhDhwT03Vn=Ww%vYF%(as0Lu)=xqsbwCo${;2A8W9CdxF+&UX6kp25=S6dopvZ8?#qPJYR{Q~{zTf@&9H zOO&%cK>0ePJ$I6_l}-73`Mw~G+(4=fefB0ot*}?CXFl;a>RM?FjI5_6iVqrZuZk_B zvNHT%y{rU-FRS89OdVPev^%B0jfG!ZJ^KS|n|s$!u$ZnIs}?k@%R0gcCJjjZSH5!= zze8Iae$7Q+{gdX-XIg%Tofgu3k(*SZDC8S2rt}e8U!lPg%;npGMsJ=)6TVq8wLPYg z-P=_V7UkI9GEADp);hj+zBl&T-verRsGxQusat6_x-YB-v^D*(_Ipw4y`V3h?na@c zTpo_PXfEv?{)s~JXKtqM=8FpT^;w66;0jLt982V#qbcv<78%Dv4!47S&_aV?W6NKA zI!Sfwzzh-J7665dbd#ax^gJ?qQZ4^QPF&kz7>>QCM&V5hl{vOxsiTb{j%H4y7ArB0 zZ?Ww9PyO4qz7IimC-XLw*u}Z2XfBuDx9n&9q?1dJOwOiJbB0lhkCSP^^YyybsO&+P zWj7|S16tNo(=OoMh6ozwtfTX+l8aslUeH3o#|xFb=Pn#7&pEm6K7(l6ZFX(batiBo z`t`4=pO;7{*ykwGgk7i8L{*?Ok2#l4ZGpSjN~YNXV4<3g@CB7o$KY|K#S*=az|Y>M zj<7bdV8So1-;(e&id59#H2QJ9LiR24dXR);?S`+c?616E49pEa5q-pY>M!E;COU^6 zc-|h`3NE_BC0iggyEh!V7%-Du8PT!8{nQ9FScv1;T=1+TbH7osh&nJSYBbU@_BHXh z!;!FLIK=PX^LozFXfOIo!0F9}>-$L+D%SX?xUpS^v43y8IggQN!J!{9r*B!2B0`bR zRAGP@)Mw!%o1;ayVR6C>4hvywFY?F01Qo}qZI>x0-{^iXvqjovxIah|Ufy_K4^4P} zx~6wV0lnX4+>4nlmwcu{WI8)b#OGN2XO8CP>eP~`ujGzRIV5EK^y2cdH2Bt za2kI19y}_(Nlvb8-PY$~9?jx`ZQ>!UCcY7P?z?C%T7!o6#opdMNa@MGS-4@|PHsnz z0bia%B$6F0P5h$ZLt=wXb`L{;2L?Z3T3798@cSYZ!$rUxd6ZK9(rXG#9CCjQ_zhHH zXlwA$Nb+-OvdvA#?XC7j!u2t@^6sZ`PTI5kR2yJk0|}`H0hI!P=*F~ujJVhePXi-@pd(atzClSV&!he0bnDya@K8=;AwrPNzuJ zDdvaZs2Ps13Xpx6qCzYMZ7kI=G4FC5(Q_QjbSx>SuQfd10ep<%ptqrT;If3zTe5+E zO$@(eG>KjUsbo9@i#w7_{2i{_SFXThc$gHE#CEJ0MFhMqc>E*OX* z$R&<`J5ON-lHmctRKHuGz6~o0B?qdpBsrKyGv_2YN@9Rz5@ae)qu+7ArI?&H+iCbD zQ-@$GFDH}6ghe0w#NtKqEhS+dJIuw!aU)>yg(SeY#AFVmU*g&@;77LOMMl7*RLm!l z<|pFV#7QMd7E30aEn(T?r}03fp=3*!4BA&72Dp8X&=x|4Wj2%wQtA!~cYET-SBnr} zNg55o8UmG|x8SGV|8VbDk##@*lVlpV5*&kUVyp3tmC2mBfB?Mz;U|F*bps#c=i+I< zMU=c?GhU1p-Vzr=i;;|$N=NGsY{}HogRdHjFwXa#yUudM302-kxHZLoaLE#LNo!ut zG8Iacw#iLT%Dpy?Q&uGjJWdp{%?^6b!HkKWDn{*t^F=|>w^SfZdP>Sc^T0mNyfBJ6 zpQrr#gh@$@_ks|Kx}v8ag44O2hMoFb#5MfwNfqRb^|dr6jW%t(B}^y8jH1<^G4qrgHcxydyjkb)VITG9g_pg&U5O;Dh8TWogXF0kSRZ6?52T3Q|&X0?=mXd24w z9cp}HjVM@|#2l9!TII>@KO9^pT~k(n7$HYc#l2MgV3vCxl2bOEQkI&ni5GG8lFx#G zU4=%MmmQ*RlY)0rH8@gGHc}C!kh!#lN|lzCsb2F13gM?~qQ^?DxoPPDZFL??4J=5b z@YV!du0+l&DUqZs^*eg)t58~(Yh9Uy6HZ%A%t_L$y6HPzx<7}j$Tf^`nAfFi-e}%^3j1m_5nhGl zX#=%!`Gre?I9{Hkc~e?y!@;n+b5OO1M$Q+Fg456xfAwaZ8)Sx%JTbz=ynK$VHN)L?SqPN^){i@Ztc8D9nv*zX~~^TtF6dom~7H*4I1sq zuRgfcPOYz9Gz6uhFI5mkn96E^xI3U#aBWGOeRxy%+e#F%BQj}?zL{`rFQhSgqzdwdfgV- z@ZQu_tUI!B#M9Qpm5xdJ*3a!4mS@?!Zr$OdSUfz|+NViOd03)AWg1X>wsm^zkj4O6 zb-mqc|97DVx3x%>)uHvKCdT%VqorQcmu{x;A#=^1M7ORjXUCq@c3uU-i_x}x8PlZG zGPAO7!!sc~Y1pyX1|LG~0?j@N;LvtrKQ9qPOM83OS&g(FT$iSp<=9XvuXownNXHbc z30IEXTc0XoN3Gj1qga1x`!Ls7A3hSKR#}J%uZO9-$vDt_JG|($dsxjqO!=h!n!eV; zq6?09LRw~gL30AYSHAete||QxUEY_W`G*eCC*A@}MA8%*VgfF_sQhd)d#(PM0Sgm2 z-FXcpi5THnoy1`rMroh;1~HI)Hf@#O6DE#zm_81)$cEAC69-xJkC!+%rca%{_7tRI zg^W#0{)R4GDt8XaBMj~zA)LZPYkC6Pje&DcuLGY>N~0_=C#vV(%w`gJXO+rl*okL; zy<@0UOi2-r#w}yx4eN~=G*IM2&h(Q=$`$5GgfZLF_ArY z!a5d2J!Ye2F$`oUt1SlOc($NFkkdMLI9U+ZWEUvqnsSkMNl+FLmN9D3kPP1^9W?hw z+qXw$H)PEUu_Lx*kp7y;?uTl^NNTqWk}R>BEHv{C%ktHsA?;2Q9Wcsn$HznF31>`e z6=b=u@t^N&W$eJdZWPO6&X)%aG34;dX1U7E>VhtIl`q!x8K)E{R++WYLak5*I(uxa zR%1O@bJDlve3p1OcH=*`r8DsKSUM9Q3u!^RYqd{tp1hqSmZ0>N5@i0h>g%5f^Sr>|*ibe4Xg=URrM=#n ztXw9wZ2jRp*JwHB;|csTzRzDi!M%OFuH8!faZy<*y-P)eYBeDC4xm*rm(| z6ztZXXziKS#g@gzd06Bb3F@NicrUZpGz;-4a@FNPw%>8LE>W?)$10)tA>j7mJ?#b{A0`9o$nz|X6p#v z;4DZq`S(alwVC{3y2-6&gW((eYEcKn%>3hP)hhqHdOW)Z=va9uOZWv!^`H4g5m@10 zey_|OD}_5|H@q#_Dc7eE=kWJ)-5nMOjuc{PR?k~VIY@l`jG9N z>74PY!^(hjrGcCY!JGuLZ5-&JdXSO?OEv9Wce5uT>nH7FI=?#8G;gBi(;tb6UZmA! zJdqd2Gi>a(#w4OY7MnG>DifBolZR)bexGGG`Q2{p!o$Q(Q7GKY3-#CIpgT9c&gHi3 z&j~Gz{+|Jf}`Ktp3F5rCseM*#~9a!%6;jB*%j>k6moQP62tY1zI$d{Ph&D>gv= zjw2a2S%A@fJDHMcX0baE8%SIBJ%FuL6g&&(FGY7juzDphIZ&q{5!>49DQ~%)YAUB&m3J7w;?dI1#(d}H zeURBDcwif1TMRCtV#K~A1nl-IFTUEUvzBR<*Es3^WtX!Y{w(#KX1#!Yfv!!7;WGup zJO|I0UkSLM*g*TXOZHXi2_mY)GR&%`FdIzWlAFLQMMeAm`8f(?@yd>HWm>xX2jhO71kQ*Y$PN zin_f&di2!Q#BLHB-pRew$;|vc;-xL)*1{YWIEQqjAM$HUwJP9}AQ z2Ci3!3&jXBeKnQWkOytQ+JnzR7v$}Xe%4> ztBVBs+ZiNkt|+j#^C8OKPoN(jPJxw#xw=F_{v{|dTKZR4V?pQj^HiiIub#WINSUsh zf`>t^HrBIB2X(1LXw>aI+BjZ4x@9}MvkzL{V6Xe-6pYol>|4Y04f1GHY`W91b? zPubx|vO&K`QwGMenY>ciT>DXsGOB-}6SMQO;IPJBBT*eu;>ze9ggKq;9c&m5540oL zCXnzJabrscc(qOhZBpX$jyK7_cF3t|8wfHN{7eT##UJBwsQq5@Rw5>uI$lUHS;&P={HrD~H-Cif>%fT;?O#|$8=I=2}X)}bo0k+-DP-ulzK?!s=q3*Ad$7ql{%IexqX$tXJTl8K>?dugc!8sab3_)sRwrstLBQ}y_k!s@&#|x?Jys43i z&*S!)3XwH3#=M)QeJ%%e8awF}ZD3%-kIG^HM#V&QlWRImxjy9EsEGtr&vZ;-y~0E( z1dJM9qN$ig0Uz>_e9+5G1iwSEtcTf8)R4@Q$h#~GpW^`7)VXq;+cH$?Q)Ldlg=Ug^ z2kY@usnb7;-2-)nL9%D+QR)+eVvT7L8EPgR8Y{C#_jM%^XMDXcD}^|XWlb3;zq|-n zw{e>4QnW6(+z8hvlp7neWG@`Sf{TVsj@(TxYl*VgwWkB8uIHmm$5X;Bf1D>!_h7h@ z-|b5tLKS_leaEGV_}X?$fqzPyps$6J@N!qC^B~`cH7wcR361^vzXG1yZdvZ`gq!8n zz{dTC-<+?Pe{b23n;>s%EwkE*)s3`DqL0^32w$Vib7F={5 zYivI625Fx4%O_r?fZoigNnet)JnwxXoKKCjPAMi|^BX`OS3x>&f}~#0`!2zM+ zfMB-<*s}q^MTSE7FMb0C86FA+4jKgk^1mb-6sQpFsF290kf{F<4seSE0Ir1~p}`=a z!NUC~N&*Hpz_txU=zqcuFu4H-hY7&PghIoFM#Y3d!h}TvGaFa{AuNCg79=(n3AQGb@5TnBp6F`#ySV;haBtT?R04*sJIw=M`*t0|e!Gev&LIwX7n*A#p@mCTcD?a)^cms=&1EBjKcms(Z%x`eP z@NglpaYKsm;1loye(<6)@M3-914QrxoCN@SLNMQj;01*cxkaJmMN!#AvFN`8G`|BP z#Q+v!051s=GARTJDH>cEfQbyiR|ZN&4*!b+z)ca0_a~~P3iNL^fTtRQ#{Z@8hO^xN zUMI1>aK&o*`oomTIgv-NrEXL*q;qJvop~k1P?|>SW-RsimOuw=(^#HjF<@j^&v?)_M=hG;{9}kh9L+#XNxTY4DF!A_BONabci|7iVRm9*)24l zwpVTH8|qHeZhI7{$P*H-MF4AYXWf=@8ts{#*rC^wV-0R8Ks=12uO%+qId5(8yFI6j zHsG z1k7^Ypxq9Sw{zLg*S=8G%XUE|Pzhd9NZJn57A!Hc4CQ|Iv&?t^sbwX^sjmnZdda1h zq!CW+YzJ^by2@1MCOV3l9+TIbm5rID?xanOoS1v4O{iFM?D2}2SIkbVFbZ@*5}MX% zqhm^V?<5bbMO!qU(q(7xx001FYxA5{J|LD^=5^j^04mL(+rPlCxWY5Hm;|t2MVF2s zo!13VA=xH=R4$`*MJQ`BHFmH&u{1q$kJNZPLn@lq-yVltsT>R2>eq=DzNE*Z2r#g8 zZk!<=GvL3{Ui80RJ=YWv!sXp&l1Z;rbUS`w%z>g;njfthiDZv5ElXX=?1iqEs-7Wk z3pVZgUN+6zY@Fm#zXBuvwRTz(E`6uxS0+)z9E*HMZmWei=&>@~pf|W?30<7`ZiUC- z6?M|8DYA74+8>@l7i35+f#EqF>c_B0u9qw!furA2`jG01ED_D@l zeL8&?$kxwUD`PlyiFN=`HY)`szWQi8W~Bz8Vy%DDM6VIc+dv=g!NjdWhw9 z;ktjF{F^?zeG&Hy`h+#`;XQvnZ(CNX_5ZMTkNYN+qR8n?(|ysTF<@KUi;1S*{{bxFvdB)=kYUV?08=8uvs9hY3usrDXlY# zZlBuK$0*9_sx?lA!*N-MHpcyWNQkAIRkx zI;+N!*l1{8;kvO>_dC8eRy8zZVSKmB9LVN_#&qtL@PuX(#NM!ScP1CwtQ(x&kd5-Q z*i%^MhjclbDWOB6)D{jkY75hEig#9qYDEjC=CM^m;6mR$ban|cshgY%#RI1xYzItR61|WZKFOQEQClAX>B)d26v!4+DEtPRX_R;R35;mPfnMZf)7R zC46G5O{(xFb5n@KX=wTVoX^$u(DET^B>VV>t#CoZrg3ApO*^v`&bcbS^m2>#kZ+>r zv)Z~wYIZ+reS6#4(K!FIR_|aXFd*^h*<`DU9Bd<}`~bS}lhmsBO6U4{;J%A}g1&4L0Xm^p34>$7WHKp+(J&g-d+4&frzRVCtQjiO}S;y$&A_=6Z|rDobk@)a9SI%9L8}Az4DFV^v|LGexUGS8pqF2#G%F8 zoz2h*D?#DDLAEx}n?TJOqfl}fiesjLm;V8=BfuE}*UYNGHyy&}Tl|lL1=mX-hFTok zOPoOCerLNx2Zta}>LArDVVjnMAUklqJno@2TLHZ6q~8FCPq06Xf{`NTVbFMe;EtY8 zHoD2^*Y|};rz9F3EiRk|ROgn3U>!pn^_`F`>cG2Sp%n`*6qO;yQz1!0q1rea6#0&{ z4{{@%!8>0){kTlzA932b!a|(*u6hEpjGS8wG1)#qFE@s-KEkdqhA&G%(W62@vIyq} zAzoCvgM!@j4=vohfeI>ygRFKZux>$vm`m^xD>MBwDtxLdgVWH&?Mk|C*v4`VzX|@7mP6FfN>nrkv!_?G7B-3lD`X$ zOsX1wzZw2$959~#<)sjfu-X{UGZkq>i>{LxWswxojQd0DDQqB`VV^3Vl^cuXDcs`; z!>fq!mgBdIx^Fyg?1Q00dtsuEdTb<4xFS|?HVr1%QnYwEw@ioXSxZxkrPIfuCw6k;wVz-LR;A{ggIDiA3z;s7ITviA$%Aouzk`F;bU3 zN1G{~nDzrLI&3L1Hz|eU7=!QGqa!K;Q8M)yH-n%VkRK)a{m56K)`!kWU$-GKxi>@h zIJd$%i(*Jbpe{|o$rURJ@5hpT?i{ARR6c}B{`pfjWh1sZz5$c7je%s0i#kU1QH}vZ z9=22g&*)bI)Cv~srG*cidN;e{Ci-Lbq`@huAZ zRnBg*2OftQCDqSP476o+&-OWV>2h5OmYK!^!%jr#eNrUo6j<)x|Y; z%Xzt5Zd_8uG8(`cJeSSlD5Yi>rO-@`;wqPvoD2laWtVKz5uk%q>X*XvW?7ir=gqncp^$t{ChevmoncH9Ud5kx_18G{b|-C_eNB(S^}^n*dz$&e zQq9S@t)kx5kFHfODV_R~NxLsPiAVLHHJii~T9jKV+3DKC}sLolvRI;EZ3 z+d~T^g}Zcz(i}9)M57}u_MvrG>cv{SKY)5Zz!d{en_%(!6id5_!g}pYYm~UU8wh&Y zx)Ow6I+`cTEn3S-80wR|;2&SYR!0(h2Qwuh`gA~X*|7baCLMXMeXy&&6Djp&M}34~ zzGei8YCf|vv8DX5ph5RjD5cVF<<%IIfg-`H(1g%VE>p(>2Wcy&sLaTMbl)g1GV948yLD$~Y91#+cd#aA zwEEDfcTYf36l5z#a#Yo~lxFPtOqVdprj)_%)7m6Z-lBLXhj4#-=~z^8<4#G}&T3t+ zSzn|UM2;3T*6Ub2&&X9Ns5rGvmb&ZX4l446TZB zm6jUmo+pzYGGjTRqkOMJ6si4jAI9;=>g!)8hMdOeio`CB2Cra78k#fs(8ln={9{_Y z6SoYLqS(<)?h`_qGaP3Vd#Td{rD#k#4T~vbi&7&i9IdOuj4NJXzA463#KE?{ z+|%U>q?OF@A?w6>lkiH3a14vdmG-kW)YsJ<^CnQ+gel)fW9rb!2}Y6mqy*wj?C2VN z^!jMax~;S%TxYe%T0?=!Cj8@y?Ak~lf8?jKHT3nhlCTBJsyRICB}UoSJ=g`@u=4A* zCCu~sv5|Fpi0!@S&Cgl=1mjyo9vd2ro8)in?9to$Y3t}`TkKT`?u>Kf+B>iTo4R2; zAi3Q0#q|w{BbA%GTMeioKOpJSEo~81Tr+pbl z=P(qsim-mrBMa-+wpa3J+Er%f_uEP)@ve-(B-z`cw%q2k_95gHkXm-*UV9d#bL_#m z!@IT9uD!t^uoNG$qNzOy&wt48v76y>m`GbaH705hx`=hz%^}neF}_DcKTj}zeEs!| z)8aG`X{QVRRD|KQ=ls~>q)}u26k>kP*5iCWZE|m{%%uIGdEJIMYGK7Jqgc}-W_7tj zdhh)0{F(`7`_IX7M3vlXlT!LY%=v!3`F=bQ?SrgpZF}u{`av(#vJLM!PWpK#;nmst zey!})AB*!Tf}>}TOCpp5>Z=14ghL0^>qC#V6Q(2c^z}+G@kv|xDMQB9i~Gsu`ITt; zshr$7()gLN#U=ds4fc2ZiFT}T>02R-TXB*@gQ)9#*$iBgOUm(-(#tbm=3Q~5>q(1U zpSAPe_LE%MH4$(^b>`KKz?ByGRv7h;Z|v~N;P~6s-U{RWrOdl|i{UCwkgms9YFPDFk@5#ZBOc5)|}&t zb(Swh6+?{`mvQ0OPIwP?kysk^qwCsz0pM-I&hZE^)1Us0DqWpv!i>!*`PVkVw$t;+ z;)}Jhjpyo#!W$hdHlqC#aQ~j*dBEn4PQ^G93aT#v#Fyg>FYE`zVlwzg+kpN#q=)q$ zZ-n9fYn{X=H8xGukvUz`Jr&d41ag{EQ~{2w^pl7YgqO>_%~cimuaKg2&R}zZPw=>O zt|XqETh4pDQK*n7FiVb3EaiOIAN=Z9G7w(GTt*4%W0mpE?i2C*c@k}`*=W5tUe|4+ zsnV)7Rr)H`0Mdxy^?U|NRi<}kdmJ?{E zk_%s1$rA)A#S4^Duo4K5G7S-i?!$}ld3Mx@8kglqaO?DGiS%$`WS4&DzsNPoR6d;;nlWFNAauo8?HnlQMUGK0`? z?&Inf*a7sUJXF^X~W0>ha z?qPf*r-wjOR>87i6DPjoo10Z3sg@qsP@tUR{!=?8&8^B%y+0;x_(ge2%ibMJ@HSNl zvzRTdxSGnuoFzV5!!nOl{ih`(#x!koEW@%X#NK>1eXG))mRQ1=6wc4_*tsaNZ>K^U zOe=qWuYFky$IbB>z{Ut*thV+K;<<)^g# z7PkOC=T^IfZO7GWXKXrP`YN(dV-JRxslQN7vS0MAw%FnJn&$8p?lju*E^d|Ao!PVT zg_PXqHJ02L9454XGwob_jYXnViD1tHKAeXAbsc7tH)f6r$r=oiWpT_W{M@(g$;A=7Ku{-m6+G#U z=Nk?3#b(Vnn+U+$O3~54WeQUW@uNMR?Fk5C^8A7lT#COnKEKeb%s-_Ft1IoUD# z@zOirH4A!Xft`^lH)vyK^L7@K`#9|)aG72hf6fS*ulYjVmz?0w`~U?$(!R7qd&?Vj2Y=pSz;hlb&*_$8bA@( zaS)jCJBdrQ!e9=?#O%*%v_Fg~Q%P@vbw{$dGMytH{3la}2@5FFBwE;;uN^#MDb?K; zS#7JQlM12sY;Bsxm13h4s3@op(ifzp&||b?oyghYLh6=)@)=8PI~+|wvFF&|juHe0 ztW8z&wOHs`eYeY;aa@DEu;{seLJWwJj6Yi!S>z}i6d+jwN3Vi!^S}(7lnTiTzWj%i(>BDAF;o@9Ji%0P2q%$Ka(QXh%Ma+jgp zbF9jkT?Z~*>&e%?kzl3YWv`K#ONs0^nqH}$3(<>Xu+f863&X!Gjgu|aYfBt=zRyDV z0E`v-vZBx)Jy%;mX~yU-Ek)LER#z%}`jgpZmTzwYP4m%AS^im-CSJw0j`u{@bwrbb z(V?+B>QrJWNTV%(zG}gjfjp~3y;l;asu_vGdZ}f7I~htxz7L?!?y5t#sam&uR`7G{ zZlpNbLkda?`R95ruiWeJ7ou z7?cF74FBqLHK3Yc9#)FT_^#irN@uvlb*E?beTYDgF_4=f-M&2W9jj-^P#;s)u}vAM zgBlc=AF~yJPCEmAm0ee#$k4t{|HGi!8I(6_adwk2)~d@ypfRN&Tx&kkVkAMb)#D#g zo2<|^DP_3KmRXjO&yTdkHu5;5j?B&_%WWcvqA^qxw?Ru1ZXykacP$RMOEZ=|3Yym# zY?!w%;}1R2sd$=)h_kH>UpvyL)?A7!KQc-{GS(4HSsIJK&z6=wG$G;1TnezyNq9VV zvC&-FuCIBAOqq0B@MCu8->+;DoiNoruO$=Tx8k&|+O24Ayy(!N9EZVC+!ijruG@oa z<;`V%sI|77bewvKA`YYlTURB5oZ1^0uWs;Hw~zZDHTKr5sldrosc-iQeZcF*^pqS{ zChp-Jx2y1$*4&Q?O^E~=wyE#&25&{|Hq0NIe&(pnC9_IyiNXMbJpp8R9wPmS}*ixZ^KityLb+QTB zuIWJgqBgBL_odyj6He#Sm)dO$$@6i6)Z<)J^>vg0Y||n5cI;$WzRT$8JSxq9n$&hc8q>X8;?Wrc=O{+-N9o^l+vC*>q4qWnb`oieCQsWF;IpBWYRdepV0r&l} zX8`p|b;5Orfb|KK@bNOC;>A2b^a z{pHA!=VcA-(IZas#;yT=J&QbE-pH_f=Hv&5W4|5q@`DM46m$3h6hf7vLUT`iFu85H zrb6)V@kVUt^FP`KXjBMkweyWt5c#!pd{_{bPlFVctcAV+w48w=!)PKdh!*< zFBK+e6()2G^8)-IgoF0I;|Tuuj^lqI9RKBTyo($EV=@Kqzf&CV1qU270R4Z7H~{}R z9RG=Mzyg5(R&W6R;WyqRjxTT!F#jFlpn!*<{WpXI0SG__00hjROV|777GF1p#pWrW`Qu4hQtV5RUhb0~!_y4(e~m@$PWIz#_xJpa8H? z0OWri4p>+ec%gef&haK zf{;$1(@Q=NL14RIf@z>q}ArK(L6QIGqZ>JDK z5fI|PrySIO1rC6~-=+f*nFtAq2nB%{4*RdbfeIvnBqIT0k$_N0kP%7V7gTUyKEM)w zz=Zoi@ZND4krG3b0hGvqIAkDnGBiXoynj*-WE657I10eWcY%WfmY4z)ff67@3Bsg; zqNM^7{B=0cP^e)k-iK5EC2%0)(4k?_VIk9l2pM4L7~m-w@DP~*#!RSq%m5{3NDgL1 zau$Fv3m}*U1N(g}g@pw1BMsaq*pF;L1~w2C8wwd48ZjIGd&(ih0f^uP=)9*KTrfP` zkfQIgArFw92a%Zvm5L7_#}A0$$Hx}{eE&;vpwbIMiwS`^L=gl^7DWgiLBD~)i@=}L3{J-fqY=lP= zSoDWeC2R7>Qn+l7SBGi}CNhM45s0K}3#W1h!70^kFJ830#KsNd0+?3Udn@`06-fdQ7n?7s z;*Es&X15b%3G4P1O^(Do3xk(kUcl8HPvN$}6u z?WKq9bWK>QeX=`Juk2_+U4xCu3|lZgyKje0t9qgyU_f@ z!jgE4Wgz`~C{LgJDkLS8W_#Rxnx{f_c~oI$UnChN6ro1-^8H`6eC(mGZ%Sk zvR+F*Z9T&9K-TiGF{nPn6pg{5=AdVthggARgU>cbsPC z&Ibw6%`|x*@S!*=xCEw)K(X8BNdQVwt~;Ki|ow-oquMi#>@j zN)Er%5vPtAl5vv$OhLxHB!NO@6M&Yw%j{VwYZaiBa6p*P(6TkCn|+mb@@=1CV^KDMGwyBmH?WA_S(QEY=t4SlK&qZ-e)C7HW9mXG*%!Pd?pgJZ=-*EKN@Y(s=E&f%W@qp?^b+4L;~EiT>iDytynPj?4jBU~&}k;aZbVxqV2=T0p6Qc(F*W2Vux5 zC?<{8ibjqdVb%irW2&XU>6d8rNl99EicG>EU`0oE#dt;k_9@~T5mgD{Us$Cix5^bp zQqt8t_X&)qrE&>BV0zDM%WT&69_dWR%PeA2Z+IEtFA$<-os4j94ymn+@$-wbWx{1K z$~b{5O%GsUjw*?^GUr(-^)*-qqGVZWfyI!i?cY2YnGJJzq@6 zrn*(ZtybyR)FdweQhkR3{`KombYVX}kl@4^$SK-&#NwmLC)7zWRlTF#dmmdqjmuQ^ zhF`SmTOM*3CfXo9p$+(xv#K6eAg4f0NQcc0^ENKdlx~neW+bQuuM9 zDHEtDAkHr;sQ;Aeu7HbYDO%7J0apwJDWM>Bb+!-Dxcd8kEN{> zi?22`onM`(&bYI#lf3jxma~~2q++yUpG4SRAALgs`x#DUtbp&Ta)ZdiI#QF~(aXN` zLB`4w^L6t$t zaL{aGQ&R@^vGvo`Xd6qn?+AXSH#xaEl;rH5o?w$&D3+?OA~4tWP_XwiTq_$tr|t2V zbIjEIg==@~TL3q9i&{9JRO%mHbfRij+@QU7($2bS4r2N`!iz|2=hmQkep24Yr|Cy6 z(@E00ZvBC8!W^dB=nT1>RnSArz>&N7s__I2`RJq7{Is?4en;Q7`2>!)ElD+l0Yb0+ zvXky%EYQ^0bI>J-499&9sB$}0V)&`^{N!Se_(f-q@G5D(#(#m=1zFO=(o_Bq*s@rf z8ogZ2t`nubv&75QQhQJHq7+@42GHPw_rKgT!ZMeUn?vreT5Hr9oq|#(W&j z$$?Di(*WsrU9ts3`-=qkBP?_30_UIisJ=MPEm_|aaO^?w;;aj#fgfDc9qoG)+=d6# zC>nwKj-F)&WajgG_)-^230`-=I!9{4gI z`r9-b-U9-pC9JR?eU0FOn}K$#ViXnB9 zzVbNkNdxwz--0e318od_bE^aM;rx_ng53-iNt`}?dB-g(L+COg1ujD>aYM`Cp*XD| zU@|c@3Vl1Gg6a<}Gqa#eo!DU3@d*Od;fuiJryxp2nlHw%97=`yoeke zsK4_CH`2&JS%PTIfwYUttnvW!nk&4X3%!IUv~Cc+r@;Ry(I;Wv@BPdA7pyTeSz_?Ifz+JBCT$M@Or~i=)L+p?N=ZMTZ2b%s1fJ z4t-OkG4ar6VP2GBr}cS1as?VkMpMNRb$OUMCt(!&Anr4E9$FFBCoToJc&R!cPMc+ zeS45ZXq4c(l(Gwpj?SIRKk&O>GVvEp7}5;Oz%{XSbTa2t3Ld!1xy2~1ALn!LQltX} z5^hsK03O2&T!w5_*kn>Gx$rT#a#T^Mak&1LrtxkZ4wdK56<|mjma0vL`U$ zggRj1C|Iv6J%Y=j1q`|xc zGI-#{A{}Sy)TP%Qk@g!!bXUi!!RHY3;E>{@A-v-?!Ep{o*)+-6u@XiRhFKqA;}g{~ zh4JyaihL!CgQ$zKYq>+ljRDGgxUCKae07qV*@OKD&);j!e>7-a+VuAUMFs|x=N zSR)K)I>OsTCu3P2$C(tW>J2jrXO-}E7q=gq{R#fXDp|nB9nY0j=tQ0KU$8v4WgJv++t&yU45>+a8~Mv%9!VL*S%alVD3*Io}=V4&)~o= z6SED3;Gg&I1kx3E?*q4?Wfx#6%O%N#>|1-75=_RE>YgN|C!tgx z*uef@h?`ucid+>TMK#jV2uYJwvJ`NJ%@sRb=AVNHmZc)LaEL9nqA*nO1OI)yP7}s%g|&s5kj)HfVT#kA;s< zOvcE3X-N1`TRl>szgT94UlA;%?Q`rCMv&(+lE`^g=SXR_%+qw#nUu1`cOg}k{p>!L zkW#qRKyY6#ISC>+X;$k3hSQg~l~kA0x6ObN8xDfQ>q;<#QgR$l_-YXJd=H7f0^7Gz zLU#zN7f&j3chClK5yJvRT{blWyDkHuuJk(9R}?&~7a)oj%P# zE1CXH9*~Tyxv>l;H(^H=V!tSTy*ro>^DZjZ(xh+HIhHzgpnR&INT$6a8M9%f?sIEr zY#5IeVJ8Z`p}ZCfoK|0S>M;FD6Jr&E>FW^ENq=x_I5gpaf|j|WOyBR**b12;mX=<_ zW0cz0_i!Vt_L!1Ox`c>(s8Va_J7IrM>X0&3PYPjS5@Ol<3VR6%LvwW$6?arcy1jRm zGl;hWPkO*DbYQ);2y&}0-fd`_0aIe7y+nFkPGQhFwYSEsm9BM=1ELqVx$dL7zxdQh zC8#DbvlpbHUZ9CF@B!%G2}M~tQotADYgP`sHd-}O**`My#y2)3Gv#*kV?e7{BNZ6d zJibvnDYI%4e=@0{J2s&_Z3Zrx9zX32dhOqP!2>W3u$7H%l*Djoqh2tKs)e@Jx4Q0{ z4IJ^!auSUatsyh5P1cVN9h$}Cl}(e-*CLHfqKAck((XSB9mZL%kv*Fw%bw_z>9`t| zak-p?B%-NrZiguwH~OQQKv+#DGc1}_D_q)-S2}gxI&VEPZ!cDp5j&#eGUt~%$I&*= z_-D@IY-adyF*0pN_cX!m8N*AfF(az^S870%_!2c^og)zogZu2awr~9A0HMkjCgHI| zg6UsKm}_p!*j{G7WrN1gQ_NG#df`oEYu*%Vi>F~L^kwtJj7xMshS59m#~D{NG<(#{ z7Y6xJx!h4M7@AYyrsu$?>9g9H-L7kOg{##k(@IG5U)}0$)2i&pI(N0#5!Sle)8dKl zm;6i`7fL($M%oR6r?1jhUl_)9&gQM$>%U1XylF2$w7(nYQ+MVBkFsM^?uoT&3G+mo zEo)OyX0_<)8xAMwEi!rD<}-n*Yn!Wm104OZa?5{AmqgpPf?DH`_?KqfW5di>kYR(Dv8z~5H@+4IQ{qo>D!k{h%1?NX2c_a)Nh+a2N?WkOP*;p>p6C&%hqJjUWss(f3v9i~eAplfWSS!cWTt?!}o zQh$7v#dwfK+bo~k|<3Pm+gbThn zB1WR>*gFEhUcIL<`s-Vio?G(B=Y!?fRXXR_0tb9&%dntBHMx1*^i%eWi?wjGby+A~ zh&n0x^|y#~3g$HOv$KyESHGRFfMb_WR@?ZN;nM<_Jf0UDLq`G?m%4%{$l%K_-(hVk z?u5LqCA04T5MT7T-4%KrosD2=uOD5m-^ZW#k}KT9a_xGj?=h!O509UAoIgCDm7#lH z$F-fTw@xu=*WIMgZfanqMqK)s-!KW@=3cIT_IyrboI;m9b?6w|kiKdBGXi2BN%K6C z_Z$fmT;{*HGh^N_dAs(!2&yqZHDP$XLb}zBya_?psjxiOLb-O?IIUgZF6g*>eS732 zdHM||d5Cy>UFx{~M*LdGgxKSGyU}sv#QZj#v84a~ZP5}-k@=6G{2Lf_br2bK(s6r- zg6b#+_@FkqDeMRPmC|4lb*stjhbb?9ZO}#ij8|6R@CQN2H!9uvM%)tyRs0YF5B9heyXC$KH!$Q-2quL{b-dm2# zB#146bfVOpKUJ^&VBWpbA73CZt#6teUKA*u8?M2oQnnp^{{6R;Vpc5T;^mLtKxSIg z6ON6R?={JN?q5l*QAG0yKh>Gqk*ky>eDNKl5PC;AiZt~!>SoT$(jmP)6tu64!1Qh3 zMm}$+v^)$f|I*J4LtA~co(m=Dh+uf(`Z6x{$6~863eKoNI_%QKTgyr9Vykb)+6sMf2$ zvdGC2@{7Omoj{48zq8!3uU_A_lst4w98(6Q;ftT`fCs`E?y(6JUs3lTd$yX7?L8a`zu=|tGu$k$ezfWO|_({>va9Yeev8R z3SOIK1fAo-$|-k=q}r|ag)H)Wx2i@lR<~1n(%LyfN;|xm3(_sVuv6EH z!Sf5ofkbiQQaQMs3a|5jX5~30DZlbetp1@>c6~6L(`qb6LLPRB%)}uh)*5}#;YXQQ zl~k}4b}YZF4u=}lw2hG%b@Vn?-TFjtcc<)m7xSpcf=C&oz<{yesBiIjhNGvRBNIdx z(xH{49NyQgJ{+q}{I%`%SDmvV>lG!BSiqM*+rOh`*zuOF5P6$>bL&9huaj8fZ_x(c zFWV|}u|E>=jejJ)IE&NQy>V!SI};J~D*yf!_7QoiI#vPu!TYCFigaja{>)*qe81DNiL=51b*Yk+!mY11XKk?1+|`b z-+rB#718>?79I_Rx4E8TKzR@Z5{TQWmuoY-UFeK-RGUOG>Q=NRsKKFIMnqG8_qcu? zb1o{G8hjk6TD(H?@+uYTe(DZA1d0v*kURg4@sF0A@WII`=X3Rvr0d z*dad#)X!8;0E?-`-v|e|3fG9f<$lG4lC0!y-XVI`Su6k{Fo{LItRI`@u!w741bzz6 zdQJ~)NkWtNS9;YY6BFhye6k8gLdeEwD6FW@+YMzh)(bfw=pq!W3gHREhWWzTAD37j zN`twM3X$J~j9vA9u9oc3yFfzOtsujHlT?wbfJwV=ZW<5y0~d=%BGow3SjS)%VrH=4 z4NvZ86!iSl@%?8uWTeOzQti{vgOU!>qH(i6Gex(ml^-alLqris$X63SGK&26@X}W* z6&Vu!+4b8$Pv!$1aH*ADUC%cFdcPi3wOq+V!PSeE974%yFbWL1N%}FnguQoI^HW4R ze(Y3pqWMW=AM3Y%Meg?LFnco$tZCeFX%6WCx73L7CucDEJ|9ucs6;qD*jjVd6HyGOTLYf z*PbI&OXXD{&@<& zI8Dnv_*B$mo+WJ1eNVuR(&~OoPpqWa zX9+jg+D`FP)3^&Olfk7|!>XWmCtk6VG}Y20q`uF}0iWd==@V>@&3eaofj(idH|E1J zKMbO)O#9J)+oF?RD%Q)lNxX3V2_AOpHiT;>K~9UC#UkHvJGM;AF7>ZaV6 zZ5mP*R|6ih^7OwtyJ}+PM>MeB@Lzl^x!M3kvV%L|JggucNf&X%oO*^%t%6E;7tsow z`heqeyl|`AaMTa|;BZS5SH9U>Z08{?onJU9eA5>Z_g>25CsL2MdzjSD7{nepNfUf? z?6ch6>g`rv#ObP_s7T6P9=E}yE^tIjn3{fA8yT+`_ z-d9uZYn!?@cpVBy;LZ-tJAqC*_kyoH$EF)ky_Ry0tq1ODE)}<{bK{Obq27k>becCu z8ZJn+mM=pM`Seh~Th*;-FIQN+o)Uj|7JlZxN*-`K;0HSwHF(cEs&XFU7zGTaw6|z) zxeY6OR*sDDtyKuRpYBDtl+Os9d5Q~<*n_{nq$cQGcQmkEwVc@RP=9|45PrK(1HXER zf-7jK4Nvksow~n+{pT0n#TQX z=@CLAB!=4UL}dhZP>T%IALADSYiBc0;r|JgrmYYGs3ZS zT@a-;U_=4p*Lu>`<_mfefT#$(q6n{^2(@1$fm^qhk`Qff309`By~+PDKS@MTJ10 zg$a9A5dRGTp?MESLLmnJ8vug!zXKoul>gq2z(7F&{to~G1%L+p(~i8;9}rN`kbu7c z$p4se0igWnfXja|Af&Jm(EsX4pdkN7B#_X50TAf_8gO}^nn8z$fcp!8KtaPpL&Cqi z9{^q;B<#P1BbEqI&|&gi!c|Kr}*h7{d2_P0CzFq7cp!)aZ*AFR4$qSSZ^Vu zmW5K61oUQ@k;{w!k0&6M{cYU#m4dr45&~Y*y1wKiVM(>;j?Iuj(H31X8vSd@TXzI{z z#{{VFd=1LumRRLi`Lz&f`y;(6jL+cM*gNqp+=!S*d^&nR(LG)QDl)kIkT}JuXy4x~ zbLx@!m)&^KUPQEZ&<{^_ho`*6)Z)Ry3|Z_DSivAVx{TtvKCqN-n5l?HLM~@J%>i9s zUlMi3;~m#-np!;G2YbJMDVl11bgAM5nkXK6l9cQulI&tSW7F>m4)LUMUDNZ%aW3(u zW;G&;riD$ZQY&;MUT<`Tp7HqjhxI;B`Dv9-zg_8?j$9s3)1gw1%pxF3+;-E>(?c!T ztJ#d9TQN#p&5IYLf-lrqMAVI|UfdZ>8h1X8&_@?zpXNm|lxQB-l!`Fe_G*uYQH{;} z_@0fx@|sllT_hU`LnInES}RT#R&`CM7j2QztIoD)8*IoW8B|rG(TB|EsSH+k-*+*v z3eqJIg)DLrl-~4J_oj9&8~3>1YPR?kAXXwfn6Uj4LTM-jyscsyf_@=3i|cb~#Z%?=KZz z+AqW(TlgFIJeyOUH)kL#o|L}gfYsNUBF2%{3ll~uY9Tn~Be#t|$y_c(23A{~`8Du6 z>@;D>y%1}Umft^a@tW22#GuHxVqg8)zgiR7NXfq03OUZZJ;P6W>;0KSyk9-XZ*RwJ zam=E{tTWICE3icXy9)_T&ee9sXyu3t!hiChW`6)u+Fj;+A9VOxx1}58to}heNluk% z<>>rp{f;)o*ntot0;*5Ii#W1z0`F?qWI*gr+9eoyPdKd+XrRNT(;zTU|K`So<7rB| zskX=mkh${oSKNHARRuAMTtf6^>N59og+qx{n!mvBoL&oyv0qPy*VpJx>?`*s29bLp zDUhLy!ij8sjy9Rh)+2hwVW~+{Fvrr*B%|aCf_1U>(E?=Rx^oG0sGvu{){-K*=kwS9 z7*WPI_)heF8mK*_@Vy{b715_>SQZmKgwyROA+2+#J=TY?@)4A!&c*(Z9HaZm2yJbQTB~1pD z&t##V1$+!X`r_1$5finmC&0EWpvHZZ&NLN{6~amD!SOLAb3{&P?xCCeldTuCzY)2m zupg3`U1V9yApO$Qg^A5$VyWuLA|h7aj3zIf%5EfZl=CCyAH{bVbbJOorL02W+qT)*Y_wwAwrv~l%KyF}y<YaV|RsP_#$(*w+gOsOcpRObuDkt%)PKB+6s z{o$s)(UQd|*d9h=Ew_W9@-!X7&?Hn@09%;uKU^b_CrrI}}5k+$2 zT+>|gSq6^5Ca?i_2SSU7)`q*r@K!FYzrguDgT>0i`&Da<#2}?jey4-|RqW?Potn^P zQ;k!dU2u@@RvoD%yWkGuO!;TW+z^HHjKfk5pkvD4rVgl#r(^?ic-K+rwTowBGYxTq z)WL3bhtSLF)o{mzZl}Fo*n|RxMmv|h%aWeJY5Qk z!>%hD#8hD(#+-7gK}-;P#IA##k{nHk77Nn-sUg@`fn1GuJr)Kd$_}P%la#tglu2nT z5LQRj^?_?(0{uDYQmJpr~aSx}LLf%pdOd zOK}NK7;_HiyIXu{%56rl&aOOMQaTQF*F|pCvq@XNj3jvw8IQb!nQol&xxX?*W+4L3 zzjB5mKLcG3CEBfZSg$X7kO?R4*C+&GWy5Wjwbt-kp;^}B7aO)($Bru5S}%$2f6(C} zt`s??JRJ76M8qLH2MFd8k6O3A7eBta%^YO*Rq%L~E6KX(Sd)lszO}sEuQ@E!6t$3l zYAvs{R(LVgiC6S>$mH_6QgfVCbLF3RlZkVTzk-;RLY#yk^ePak407DWwwI#uI%EENscGWXNaJgB;19$-7z2 z?odruWS&VOo`0gADnHkn=iLT8${8GiGz6X$AOPkc5a?iD^bKd<(hJPa4mT8;+NW04 zZ*E?kuaOJ=Ti|zPD8WxKAUIOP9abqFR;LaX&y69P9H?qy|Mo>^T*cGJ$Mf+QQttw6 zT7g}goxvN9Y*>-KR18F&bXX%d01Oqaf;*xbH-t4NP|X=Bjn*xYlO47W*LNWx+aw(2 zfdb7W$Q{D_D_O*hGZ-0J)Urtg6RZD|v(?0YU>Z&E6uSo^ZqS*!^?0yvgHy=T0R*rJ zeQ_W~E_Z+Z)ec$*0)nP-p;jjKn!%#Qc{1U04G*0^sBx2 zF?Ryd6)h|f^A0w~L^T4|DVf_FFo5LIN7E(Z(i^AKOTfz=}(Ce3eg3T1>w0gY6 zW+>ewT6&Tb6JDgJbfmEF<0c0una zMs7k8-m`PSxRY7JV=kcBYo;J>6c%&QIX6N%doxAy1uEhbj@|Pj+z@v@g=;joa@fs- zA6-*!P`wHCK>n9Y1eu~lj$-dXn>dgu5qylH)GUy6CE|JVc&bYGUJ7{|VEq$ZNX3OB z{}B1>y{V8BbP&;4&}x#Vkr1Ta;JFX?Gxdq+_hMm;D^jv>fX`4Eyo0|kTJkQ9bHG6i zDt+2TVGe^?mMCtxzE4SzS!P>69NAF7%zUctA_fObJ|=wTPIh578DChoe{&@x~x@fM1NW&A#$yj(I*Yp{)9+Dq>ZG{xeVD|8ydUzN=dTvlZ-4RJrY`PwYjYcJc;XFa3M*B{Z(}2CcQUFxjc&M0 z3(0W$lSYR8hp&+$z$SeN0~Mj=S8;=uCT4SU3kS8O%Ryy$D#n#b2)cWRCSM2NQSH)k z_VN863%UmC&^j^;z^h~pr&bvhqJLU5rfpLP<8gDQX+BE}DAuoU{nRir+_o{?A%Rdq z`qG7zQ!g7D=v>$YSK6`42fQ-C1iW@{Yb%7tYv)k6nzmRjv zwcMLysvx#KEjJxV0Jr2C%wNb)zqB)jG(9~3jV$eMap@&`sT6GKyW#C-e-Ce(w&~Ve zY0N~3Rxa&q$8Tp&@3*7urX1;qw&+%J!w9Wv@wMo8cO3|J2cu{ipbl?oW$43iZY2oo zqj4EbUg^OoMhRoIR}MFlSZPcPh=gSr=7{M{P9IqORMM#34a1N5Bgc;_AUE;@`J=!yPuMw|vd5ot+ zZ6~ub5Bc^B?SU547xI58UnWW|#909FKVN4BiAEV(xF{oPjXb8MaVGB{L?Z>foWc!Wgrm@ zZTS?#=u{2Stg^@oP@s7rqZMtm45l?>jA?NIfHJ8t4$d^$`A(GK< z7k>{R7 z#jGCj#ES>S8t)(((Z&}m)Rbtrew}VJ&;4JDb9RW8s_#Vmc8VK6B6kkq=UtI=;4_xE ztX6zHM{tVPNfOb1^8J3)>W}hR&17oftr%Id*gZUfqxHm$e%)ZmoRnJIzKjUUU)g8O zT-pxYZK`lE76WrG#+6yCsYJZ!{TF$PPIZ23|3yf$3Zo&twjVk>_ zn0PyC)IIWR+jH|=vKNTYQCvv$T>qxKzi~Dd>$$5~aq4J!Ea5$Lpu2HYfe!0gp z(v#dGL@fxcO?9sA5R>e@j@|NFRqBq4MC9;bWM*CQWz2;I9>9nQU7$5mE%Sx<7mKRAxvI9FZjdp;Vr?cOk*etp|?fqQIu zyRbsVlGHm%&3bB|JtkZa_3_%Hh&tQ(awR~N@Z0)vHsZ8v4WmKf5Ec2rPp@@WYdkb- z*Hrsi%=0WiYP4wmy0!gfr{aDO`PEkGcIF-BNnZI3F=8*<<0QaZ%HnJeLGZbj=%^y| zH7{#!+WN}C6L4_;to-NA`~0P{;uQiB)g~Ag^2-Mtfl~s(k>~)i02q%|R@zex@qYzC zs!8d!V)#Gc$c{`rok~e~99*10^2HB*cu9nw)1F}1iBufD9Ln^{^V)rx7~$KJ_qAzD*MOAB{^e2#X?fh^ zaI&aDt|hN{+nCs4fazS7ScAEUh4-@L+miFVC*ks#zv^`EaY_KQzrU_Wac@y3O3jaf z{^`r-$pr)NTvck{vG!OS(8W@Cx;#@>u;mcO#>qBx@*Gu4yR%NAz0xWg6;VFh-V?J) zYGE+6nerMY=P!_Li=q}*JcsK3v=Ybem{axBpAbK#foa8Mi}Cw@weh=kd@1Fm8IiQp$7^k2gaM|$_I+9OayMu&vj*Q4q{y&13NHZZVT5=P z*QoW2YY+zC+5P-~t7gb6SO%ss|F(>;GLiU(rRR5AGzzRKRqmk?kWf_uFN5Sz_?a6p zJg| zBH8wYx_vW}DYD1nsK4gw}9O5`O`-mcAg-=v$X6Gf7r3Kxf z5+F1~e_GBHxzYBj^GASXenX?pXu+tW8@I&VjVG&1-epnqb87k(716jRl**B^pQ!+i zVM3`K@TezW4a!!photG^A5r!yBn)oz!!ig4RofQ|v!KS=t2`+;Q{`1Rgr4_kiu0+^ zwmtC{YPw0!RS>-2uDfnoqGFYb>V$sGQ(8arE?;vUD(w|l2!h}g(An-MVRG61sTA9? zcxd@s{C3fL{k41N0mzp*z|hI@(G4PDmxP`=xLPEYl=Y^9BZIp9t_n0 zOg(P4Y3iL69NqdijynkikhA?ngW31)IHi|byzA{1#et50x`fbJICQfQ2EjY~=NpZX z++>xX=w;^VSI!2syDH{gKNxtPBI*O55vys6aP-9+u}{UQp+<4(2;~FVYZ=ilT20w@ zC57E!?#c}E4v0RgxR~4(EK=RMKhS4kv3M{=0{6W)FxCeesBOo?pKG>>5^AJq;EU0z z((rK7jH>BzJECPS^`MOhK7DTMin0BUNvg$NMXwmk8+@~hO~3_CmHH_*r%VO+8oP(0 z9yui7*KSqvfuu)5bub`#qez~%RMXKv9%Y6gj2%xjcQM~_s)Ulsub4-UdP=S7Ms{UG zQY!R)bjr8vB_9_mSuTpzTxWW@fJ}z2M<~=X&S=GO$rCtaOzy8Pa;>&Hfmg1pdL84- zV2qOHB5Ha>A4hbsJbIMZ{C)`3EqKGE|Bi&+C(}Dt8e3{c zKWsMl1M9XZ{dz+xMV33XiM^zt`q$@~5{a(Y8K+GMO)5lD}Jtv^ftK?N#b^=rL9+%`Bg7a0F}y zxFcvysTO@7g0iwipsoy{qzb)D$pZzFHQ%bLv!me7?2(46pP9d>Ehk%9#01Tm7|nZJ z4OKe6I_q2n{-F~Wy$DN2kZVFFqnL;|`DI=#b=AdLeW9c8M-pDz1NRVVxhl*T(Kvy4 z)zGfuTq%I_f=55nQQNLl;U`fhoUfQ%KvwcehBbY2vL070_7|MbT8Tb>sXErpyJ3xQ zP`H8IO){iHP8E&Fg8&51&rIpPt8Ymo`k#im^;oIxN!niwNoiax6Q*$e|7vUZAtf~% zwC<&$jI6LLsf`BM_4E9cYWZRob~#q$OZ*!ad_i61UU=SU<97wl z!XcYE=6LO0)*lt=BbsMk6zPznn&PiUznT}O##Bu!ndB`kjJ1}Ru^D`Tua+sB_W;O5 z`@fwYXN7rNh(Up6>l3eMO|ZTzUjv<5r*%#pK>?5w@*-U6&NB}fetH#b=l9MKBP&0e zmo<1}?hYKX&3?)BHCU^t|o>$cJc)JWy_vQmk z>WK{L8<^D2BMnUFJl&*-6b&vN@2jP$_u6|T$v7hcf(|hxtNX)i;f+BA4*6MbYw}zU z>I%fSVdw5!>ixV0vxC3Gl!(T#VEBf6-!5y|2)Fr_+`6;Z9MirLo*lgLEbm*L*JXK} zIQ8ExzE(K3!Mq*&!rU*FS~+#$c%FyoJ#?!kbLQ$BrR~{+j?;UWGIo1?b>;OH#`@i1 zyZiB?(DePb;M;X!yUUUF8(mfQb}!f4>+Acw4@LV_Zd2-!5P)A8QeGHJTNv6w5Q04t z8k6~3nD84|8<>L-e0UpT3-H#j5ecyj<$F6SVdo=X`^$01Kr`; z(eaK>I7lG|#0L0@E~Xbzm>bbgGo7s3>7NM&2)V`1hDA9n#6t78MYtWhokc}>EJP5? z#P~5VOw&|ZZ5e>Z=?eM@1Yt{-Q>T9YGC1^AmO3G;o-p$AfP^mYCtPB zu;7RQM??tNf6^up|DLD;M?eBcM1q9IDFtMOeu;5{^0i@UfI&6R^HW)583^Fz<1P+L;fP@Mp z)(204L&Swg_-C#L`eUUA6$&2?2_FLz9}Dt>ssN}7ps@%L5DAdr2*HU7A@K-d(FoyD z3DIB(aUlr_Ac+u>KIUprV2LoG{~4+YB!qQ2~b3oQKTjKg3G21a8bn&Q~zh5MiW8(f9aZxkeTH4hT*cAtqfG>_D7M5 zg%Zltfie`&iTw@c$}(y(~Y0ketA=>uZ`TX_J4&| zGu)GZGT<78M=8#{#?GyggA$Pgaxa4IO*OiKyG?6um{Vk?3`D+YA%}0YSq^rVwTOdn z{0)-IQq0&mU0JY?#MVjs!M79281lXc+JnP6-b~BovNrX2IJs~eXRiPk28u4vt|z|@6hzvzQ&-ZdY;2cYq%pe?Wehg6T;3r?QE)LQ$1Zs{dD>HOXISYa%g1H zp`GDUIrJQwWP3mkIqJnAcsA~af8KM_;?@N}FmT=46o!wfo8kUtCP^*5f*^bM8_CS( zwaA#x*jHvTnYaWm+|DmFTlbS{CO36#U`b9;klP0sUPzv8;-gM*bSg$DDm(T&{0``}kJbbi#mEddu0_EV*15M8yCAqLl-tZP zIl0r;C4D(&+|xfLEM)6T^yPT9a7olQmGP9m$prHuZ*uMJ1FVGZ*s)#2`o zoORSdyIT+ZHRHD<92-mhq&J1va#n-SEJZ)4TETn8PT(hUJj#8~cvZ`9oZc@aq-OVd zf;evEWGF+S8m{}SuZ(JhZ9d(yG|yq=wC}aV_f#lbT@G=6Pg}ln?$^6q?G){^dv0z+ zmqKyAyd1|cBN~tUerBiOdpPy_hzjG)s5wo>-R5>95@+8pCBNG32$bT7Neh;Ut!0P# zh}r2c=S)Y#%F82WuI7FtmyOi>FO3@!+Z5a@6*QU7n}Wk%>vK!gn7J@1$3~m?zU42Q zTlez7EVp<*Th=Azq?z4?md-1>olOlh4B_r|cTTAGnHU<%8ZRC)@v63p=W*hj=h4#D*Fqt|d|wb|lKd1M%%4YL43uEv{p!OZpGWy~(bq=CPHU%>@=JOkw0xcX z_f2@JLjL3$xX@@=rmLQ z@#;(GYS(#>=;ZgzV4c7IU^{zA2HnGY{?iFE&AN=yKqgyU_Ry(^ZV`{-VLeUuB-~eW z%IRdD_0DTHw`60ny~8RvA7*Zea1B~H!qOSIH@QZ9!%q)4e7vw&fyd!jP+c&4 zq3T)C3FXJZw9J;kZ_M=xIh^IxKh_tOn*w)Y6@8~Ta%6krb3(F6!ZML*g4HYW>#Hd8 z5B0Td)UDsq6Nq|+j}4|%=GKT&eV}^v$#z}k#}jud(#;iyWtSQPV>t1q(^EQX@Eg9@ z-&NI)7CUCxeCxGRL#T#g@wb!vo_(i^&(})@K8~RA-LC#`4+pdKMRDi8Z>T{&A(^U< zrbweIMtu#EjgBq8DtKH&QEUROz!*Ga&=zOSslWy=Yv?Ha&^$+rKC^i=LQ2CydC4~l z>{9W?YIvuH#)@59M~T?QE7v3xLn;IL(1q5v+btFpJZ1~Nksvl3Mf?$OiQMOXZ5owcwFWbd+trm` z?Bz8-#_#pmuTSj_Lub-6ZDtPQ{Ix3LU?I>1V$ybjJ?RENch~hNZ5%6V^Ua4>G-1v> zYUHsErcbcBY?5YF+Uz9A_%w#h8cLh%Z|G82_V*l%)%CG=6P+3sW!8ZmL2tKlb)!Z< z5C}kJlph(y{MBhvMQ)xs`)q2CkX%^zTK)QYpgo zXXX@+P@FS48rf>Jh#mYn!7DXx1_rJBd z`~c`(brceADPfjPl2O_y8m*{(wYEavwfrg8;Ldt`SKl*k&bZnO`NZ;b8f|49%#}YhJ_3_PG+C_ko{mx5mc=ZalBGuJu@g>TG4)s^f^o!dURad z?0oUcN^*aNCh_P~9u4&U!X?`;;uq53M|R-C^xzkX?Ju4rG{@;h*Wo-0jaVP(ltS%j ztH#xq=z}}pOF(P&UG)prfm7TcFcfFcv<_$fPmU?j`U+S9UxSeZ=N$+4)h!coi-bM3 zadim_@PEz=qH_l#KDd5WhT!-E>G=@ki5l$99qgqJ0bvsihN`r-=O=>e;Pu||Ei}pV zPk^b6Gvio5P%4+1hjehj0eEI`FgO4ll{7SHASg{bI1o4VItHorhgU?APh@gHBH7o- zeth;i9twH>h>YuXa zeo26ZcNT@x+lF=>;F`_bm(ltk>;_jSx}>Rvj5(v$!J7P3*TYY;m-Y$e*o??Mz|8{q zR~C6N7&~q^IFA=`G61gv`iVH4Q+HX2pP$Sj` zW)bs_8?)dcgaRzabOFInEkHBr2OPAg%cQ%Uljo1%u-92v(#IHSwAhe$b@b(am@4&H zJ7~YbMi(OSuO^srRht2hCK0aEn5_?($UJ(XzrE3U+*I#0MKzp8_PmPbV>)S~SSLfi zU&fOr_}oo|-hqhkzRed^oUH~oLh*QF>Nt42IA7XC<;frfIP~!^iKYi}M6mIyi?I!V zPzjCW;eI5`75hs5j0-YK!e@2=dYB|eK%#-9c+ z%$yF_ve=l&SdX(I+4mtu4=ok1I?2P-iIe&r~fgC?w?oqp}#g ziYIOS0FmeXY=hV?d2S{4sl0HC}hQ=BY8Gdl2r?#@4;Sv#Z$ucTvi+OlYcIV6BT+8Fu_l zU-%ncNXtBBC!D4BVx}h`%hV^^#@8gzCC$sl8CZ;6yqNYj=yf8Q1KE@zYZC>mPCxjR z&|{p6NT0Ligh0_0sX>=S)bGbt4Rsbm1R8Rr8w_Nl&p8TIlMjmc#Fg#bm8m!sorxE+ zXp;z662-6>WeVm3I&R19H_)hwK^ury*7O$9bQYI|b5X};1_tbzX6*kZ=qXO-zs!XS zMn+OiwROxQGt0wX%*v+n#c&Oh8Kh;0%lC{<2hzlRGfNYEH+FB_{nd2%hgvgdIwZp? zHrl|)He~d0+nd6s}sbril6eNWfll_qV8uDjEHj_6fJ^|inmfMofHG*?9H|R;(4OsTQ zB+)&z;u>D%#;}Y(yYl$y_gPb^s%yaC+mb!M7{HU^)e}YvywXHf*|kih+YlC)Yxx-N zpTq}wQ~hEA*J{JYl6Tj%ilZ`H^)ha=d$S_w_tcuUjw1Tu>Wfs%jO$3YSYzT?mh*_1D6B`uFC`SX#oX6dwYwQoyR-f-1Ymu2e3`iF4o2KBkZK4ssRv+IEN zvINxv8-+7VwXuJ)SYZkmcniNV=(TmEOKHWL+!rfVr}1cd7N_|4xMISZ+x}*V6g8{e zJo=jxnj;5a&%w~Zm})%21FS8sjxzhbms{svni|h7?pKn*<4jJ|T)7`e&NE!q!kZ^> zjA;`MZ#DtNa@;_IkdzHouV0dF@Qm!V>?@H9EN=$J9@Se9(_l&$31pY&%c1f#x2!Fd zhNRU^9VObMHd3cy_@%W}E7z?LWsg5&Xf^{B-cjrJWLqiS%JRZmhf4q6&}FT|wCci@ zb*5Pnsa9h1H4Gl-1T~lRG&Gg*L1KZG=V<1(yU0v(m)AGT|FJ1ONNZjH(}p-4nta^6 z(M)V62fgDK4{hGU{=v$)WD;om}I5MWWHIE ztmU1%h3&cVF|`BXg?y#1`TJ5Uex zFbe@FP=;FQ*5FfE_{!IODW^ml*7?1xYrnY{HK$qEqTcPfUB|h1-?i_77h|Bb4@MMd z@zN0n+jmCLYKz<9@TF7Qv|FQ$h(EmF<$a~c?WK~LzDHPOz%#7tt=V|aw1;UkXt`tn zXQNyRaZv2CRbI|Dk+H@W0b_o6Fl?noFFZO%zU!H;;~;2|E4wHCr7PlPkZlDstkjLn z+%wQUN4ljOzHBHgeR%n~A2TeswgtVuY{>Pc!#S;X4WXIGxI;c>pf4SDGQ4*BWGM8( zyOVL`FcpJ=zjm1rKX;<{QOkP4QIdyi%$65pDSfPTWPsj0@H`w-mS(`>xDHZoaPbj+ z-(no0v&Dijfr_TLX%eoRbkLB0SXpaKS#=z`d<jNf1l4HA=sQ6VqCij1%2bDICo>U7G5_??F{pdfNYaSu2Slpj zAGMJm(Q4GNu0DK?3{p$ z6i001QK+CmY(ZHHuNxM;O{+4Bn4}#owL&c3WSpN%pAmbU!cLvNFGRq5d>E zsvTu$xlqzH`D$k88IFP4S|4RO#>%wl`r3(bIxn#~JS-V+;4z;$+JQeh-^@6xOVsvV z7;UP*K38*ox3sr7qwT?B`Ye1pO<}=kWKk=6c@Y8SqGK!@X?z=gK^3WqQ*K3_Y39%B zeA_BqyTV*A;_6g+`{$MgqW9JnDa~qMg2l|&8DLA%4AGFcf=e8{z2xPH(JK^eeu+!4h2r&V+zq*dsR^;M6>N)Lcr?4o{)G3Dq+ zljRC2VwDBcX8ZEo&x{Q^pCsH!Vtm0>RKXvkh*OasvsAi2JZ!d%fW@XyOWy?+5>^_| zaHn9?`*0(NO9cV|YZJTp%UtQ1Crs@{uUmT_Tgp0SIv&~(o};Siql>TGCgqdmr>mTb zn^=m)9jn_+D>K(fy*ZZaQfiwiOcP(j#)RG=P0EK+v{tb#$3vVsgRo+h~LL)aE&qkb?4>*Xr?1?wcZMG}5_9Hy^eTg9zGIxU__ee4i zKzyJsVl_=LRpjmP%VY8gl1qxN+Ka*p@>txV!r}4!u(xM(q3&L+;!b5|Pj%*UbH)gF z4D5H$l=IgE-^?Q|L6SAVvf!uAWa1-Lu=QP?gC~n)*`~eC(I%+Y<3k&it+$Awop5!YZmh1!W}h8kX!_>Uf?MmCZjedSJcC{Uy(-bju4-Ji`)=Vn!gpiSvuV~ zi#~13JceQJ|0J*{%yfasx1)%4$q?zq2~opLt%Y zNI)xe|5mX9{Bf&Ba>hckOQm=CyBz~z?WX1JOc|x$L1|-vx%Nlprg-_0ElZov>7-ZX z;c&(M{THCk`1QWvV|>(gV$?z$-<_7wbM16$-hy(yfOQB>3_;#`uA1U^(rM=N5z}Qz<%6|n)2Px_)%c^+ z*v)Qh(&)S1i-YG&Pxobq=ilM=voepp`SvwvtDVAi%vzz>J+HU%sEAP}%=NL2s);Au z_osOjQ~;#o5bLM)Pe>3L^uL6SFvNn9Bs5 zuk~1##Ht)koSZi}wDnm;Yy&kuxMWZ158|Z>BI?Y6a-K}W+sjq);!xs*;GhGW{b9c! zye+Z%7aE#wOWpgTY`dK!jY#o-@sxhST=f$7hH*oALFaW}%Er2_JY2WMCuN3@u8Bw* zQ{dB>+8Q`EGo@AUUZq~9I;}~)WY>>|9yvG$G}I+f*90S@z``Qw2xhwZlNYpHJQ} zZ_jlac-CcSDPNSo1gwu2lGy!jNxUaE7l~}-S=dKEr2oqdD^As1ZTGE8FiJNj3e+{} z32xk?Us3YG?g*>kyzkMk6wW|}2j!9jk0Zn}DJ()c5Qz9#I4KMMhH#?t#IyE>HFewe z-*0tQO4zy54V9c4#aoIUm?4JsLzDcv8k{~WEoDyj{mv?YC*)rvPSbE>SE-z5Aydh~ zun=CF;r?}8j;P%MW28|1r7xK%X6Hg7knqMpn*SM-MUiw6@oa!GR-A1(01?Dfyu%f> zZlz-NAddVK2pZ!Bi`h+%X3Cs>Zp z(=0C6XDYhD@L5)eAK>~yKf@$Or=n)kk+>9pMQ_Ndx+QRulYk|_6LHbbUZ}F;Kr(h3 zrx8K3^DC_U)^wnnwHDIMP!CJWUn-3OsBn-YtvU=oqh%tL`r0ad?@i^@bazv^Z+r{B zK`C9TVi;%&BDt;oq1GLbvFZQ*Tk)F~jDz|lJNI$ik5H9_nU*9(X=G6ssLVehh6<4= z*n)C_wM!(~wyatUM_TAVOl9g_l+$T4;)D>tm6nBC)tNmVCLbmMhqG5P-&It9#&F&i zFy=z1!f_T?;14zKG~pT~8cW~pyY>>N4VLDbIhhyPy5N0NI#aYij}7olv*@!sn^$kT zwM*U+>PCKJ%erS z?xHd)(bY`qTa?Z3IUQME%SAq9=N~hcFck;Dy}i}Q2+JpDUDMxK#5WUAGrJUw{%<0trt^Fl7bh^jU`Ks!FYw?GoU@-7@kTt|LjRa~HW*b@e$KEh%W;-iJSKI@QmO9(D$Tt;Q5Zs4&r_R!DS#L$@jTAXke zU$~8gO%vZyd%{L~&M=Q9-BdW!4jRno7&X^9L47s4r%mUujkkf@AyV#OKo5Di^_@hzJ5M3h@_UNExIQHmcgF!zT>gW@p&Z9;eQC_M0+EP*{Tv=qwO<$c zt?VKSr?4XQ&^N{69A@w|58wK3uL%u$X*V19`w+*@6QnZ^g-YwY&JU4&>T}K17V(v$ zy5c+@7U|XIaaEeh?US;a$62aVSsDv^GVRM(^iJnstxERa!w7rLndzVCt78)?6=F&? zsO}ej+kH;pCDJ!aSmOR`EB1FC0o(v4n2~Pow&@FxPM|!ot~34={oAn;fqQ2? zuxs;^)P0XRGkaqlA#)UNiI)E@2T-N%0E*gVAyvkNzc(LsFVIZBGrB$@zx9j()0OYc zQLTx3mBOAKZ}F0uy@3FdS-ssrbGE{MBA&@R;ZhA7HI*}mgZbiTODk_obH zczH)*u9Sfibk-ic{u0aKPxf8IZ~9@$RF}FOfc%MbTB~=1I5C{mxx)AUIr+B03f1Q| zE5E07<>qO+MWNQv{_iu+*co>xo}(=r@rdp~=tBGRJL9FLsG0`3+CwjY!4-B%_$F=h zL&1xs9fV?4N6sB;xsKIEB3-&6`!vpwspPdU*9gsgEKikPU$CEFixKCs>bRR~WlYH8 zHuCi2u#E0>EY#^w?t3ywLpQs~MGGe2i^dd5VAXe?i*-lh)cACXl$3}U{X$=e85YjD zJnP~^^4iX+ba4(%WLST2HrHW#L5>`+6*KMju{j{KAIuhqmM%=16crTbwZDhOE^2C_ zjAmqZ%&W!F%lzU*f#X*b)_pVMXZ2}N*Cb(2*E;B#v1*sIz?#v@p-^j;Nyn+#^u)^9 z;Q1?Irvz}@!`fwAYu&M~!T7nq6`y_R=l>CR z1ut#1Clk`_b1AeAh83SED^D*2#+wh{jd&UhiLXlZUe}b?8|VIxUI)i5 z98c6gF4%em{YukWXi;xkQaLkhY$n>*PI6m4eWS0K7C3bhVwh--bZB#`I`ydpuEQuj zkR`ru6^p-+7kWJO4QpJ+>{INpD7cIm6SpMI^N;ZfNwrRst~0&6d&zmZ&RDbEQX#({ zRdTy@G!qZj6ndO?x>+rA&7GHyd91s=uV1W}qSUvbcy4-qd6_TdJrfGzy-bOGSrij` znkw|XEmyid-v5rVSm|&Aw0=6L5qjAmdCz9se7P!Ye<(Nhd2*Y*!)w;dy`tfJJ+*ck zUMIO3oo_F>T7NJ3DFmRTJ0}npz~`!B>kxbtg2E&Qvk+eQ>)3{CdWaK7{VNQzDKLcG zVE(O$WmtR9&DYPu=;Hi$*B$7;8ua8uuwQsFEkv;VI|1>X%ef+he>>6Wg$Y+gh#dr= zPeh8qMQ1U(U@5yE*+g+P1u3;fskMcOEJOpuglKOVCeuV2{^^?32ba^&bZw`!NL`4s z%2%8ch_SsivB`G>zjcoqh>=0ji*bdEHMxrL5aRQG@Ra}2HF1FZZ)$`ZUb#|v5fPtw8?*x5in?2Fp3W{^8fBdAR#`y$Vb$~0Rar*A2kB?p+-Pa zlaEat><>5s3Gf(*by217=MKtP867a5`Yw--SGM*)RQ0HE3k z0xA^Tzr6^kZh``i2FCKCM*ihRKqEMi$mq}r=rFJ!T@z5$1O*%ufQJbX$Ata27r_FM zVgcx|03KN2I9QOVSWu`~FbE(xf`tNsg${uYfr$-`j17zMF^+=>{V|S%0E-KO^8rUd z)p}%TJZOv$I0B1|hXRF%4v7z-!UwJ4z@iesAroLj5a2-)f|Gm%PM|Rfk>Nf9Cm=Nf z2qJ<*|Cq%=MEtNL=pZ{nM+^`l0kDDUCZymLq_Ef@X_J515fp^~SjJKP;3H`8|L_rL za)1pvCM+cc4J9-wB^>UDAR&gL0(|}moM0eQ14L+$uxW7MXb50w;fZKbFli~EK$#PI zbaZ-56h?p$6FB=nYJ~V-YUE=R2Vlek@CLyV7HDP`3@lcF_=g%nq+&xM<$&hkKqKbB z#Q#tuxLBa52^SF>H{b_1z=<1Nwl^dc}P_y1lcbDm#?_&Y8c|`01prx(M0^; z)JVE?_5TlQ1hj_p-=Zc3Q^O6F>+RkU2*mP@|ELjjo!rYMnBM5!^~b0WgDn$KhoBSJ}+3Tuq>3Vbsu8dGDVs< zBWD6rFSjZ_w`3B(-rG%d&x#lJH9sHDO$4RA=f1h|AstR-XwfNUq(0p>OuJ>h>-g`n z43f|gu(Y>Yk|qV;lfZ5u4rDstPz5Us1QiATut>X9TQ$3Jmt1j^Pd6S8%*OIg33xap z%MspfOd<;+1~d4Vd5b=fw^t4`e-)`r&=!e*n7UNe7PT zU0_4A;R@}lp6iss9Z%x;Su!O*YWvYyKSrcxA^4%7p5W(C2ZWIOROI?bzE;#jPzlz8GP%zGtgKP_3C!=&9iEmV39h)JBsb!Xh z`!Sxe14MtY(dnbyuGE#0v+}8ncT#_Tem~j^R%|OF$Pe5sV!(|xf!9o`uz_dDtB*J` zt}f~t60a#JFe9(l+v_~3`dgn|;%L)^Pg~)z3Tt3C1hAp9&!|vdcEhD^(hKOWdD8ex z)ua_!azrk>$DY`!RRA|HC=A~|9g9cO;D70wU3D+wc2bR3g;3cNfDC_G`c%OiRqQ3t zc*^d+Bun3B%`0o8-7sj>j*XZ-yOU^)FROO zI*+@8dT-;~+-k?w`z|zfYN#~Z)XuBPYbjM|oy6*uB_?L>_G30qtMxl|>ydoyk1zZq zdujHWJbj5y%v|-}frL$KDM;~(L(~{ngk9wK z`*EHZI}{O|d%Gm<)irO-EVI`^(gOR3qth-C-Q|2MM!qg-kE(FGv&C%8m(RWu{04ZN!GnZL zNG@(W+fI4Z6%6b#W||{WjFm~ucwd>FWM{H5y!I+tpOE9Md;G{2k_Yt@zb0ABQ=^Ij zM-=U*l7KI36o-YfnE>>#u0s{LQnJP)$P4vlIsA?vjqLYzmYx@U1^6K{VvbGrV3fXv z|A)D|ifXfc^gkUmK=9x$#T|-UafedeOL2GC;tnnD?k>gM-QBIY7ARJlf8KZh_RQXE z%^c61WhJLsNuDRy{rRGgXb*U3!jjJ>QDcdDL56)_6270Q=YT7%uo*s?YPo&dEA3w^ z75R~nU-Ny5>N2f2D(Wo!=_niS_NY81b1q>gCok?mJ1%vc|J7A5-;^Gy07i9pA#(_ikc;h5arsi!GF0i5~fl zf>%BDHhO}1sw1`^pAhedHUPj<09f;8^pl<-Fj}c6PilPMnL^;W^G59z$HhP;D+o~) zT>LqV-+DiEP&#`c<8-2D6liAwKOIZ^nA-~pnKI6|^!cH#J6$JxOKa`M!w#cO@6Ho=No4QyzC$sB5XTQ9W%_ zPhU`({fK_FA*Tv5o&R^QAt?~s6C9+1&TPc#mSLZpXn7K^+ZnD&^|ON8L&27*!7_Zd z@VPLP7n|^ehu_B)Ji&BQrj+_5y6iF4qvvtoxXZsKtC46jERGPVhQN4V^Y<&pg(cl5 z9Fls5zlYZ_%gy?VISiy^%d9dNsVhxsujZZUEYwO_hBUcv8OWekRz7g+lXY2p z^AgM-99cM~Z`rC#!ej<_vccTrOw>2LCaoVS&?{~k_=b0^VtCxjV)m` zBMhZfgl#+(^&mMnseI$|vihhIB*G?fT4!K8$&cnZvRJrfgW1q5UzH|R%a4D+&NI$H z`jc=ZJC7jM3(rij)!irS;+EE}=1llFf;Z!*qeWk>S0T#lN$dIgz0$~1bweOl&OIGQ z=s+~tp3cf>Ud~O^6-KZ^$oeH&I0oX2|EBhdu)tVz zbi0?aZsv6>d$i42mZyccb`SEG8~Hka6VxLWfQqOqBjei^T;=f&%8-{zJTLNpr~pjT%KuN*aeF$l(yKVU6;}gLI-pwb?PO$QMSO787j*v~bMW6F$~|BcQbz-u;S9 z7&d}n?Cu^M3P}i{r}qOq1x$?w#qr_vtwytYVR5wuW)pbFKjFVUX+RLE3^fJ(nr#I+ z!u85$o~8Ea0NhFzbG zLKswAn#Qj!TXHNAz?E)!3Qo47R;TkJqfcbeO4O6#v^+_R`w@d5;UBvS4s63qJJlqrm_#O)>{kaV~f0H!I@R5HmcN07M#;QR5LvCL=E_W2-1Jv2ZP~K>Kvh7tH*jv_NC4e1tPz#r1qc++@b!%uhrDgR9Bd z0(pYE){0R%MC*wV^E^MUBAqs&U&uL?k-pZ}xwXaUrpP60R;;=v5dm#kRPYg1ZJwes zWzCRPT(@I*fwief@|HMI%(3NB?11d8r;B&S{v8hg z8wpVvsz7nYAV}gQ3x+YTyczGcmG`OK{*PQyq+5YQWFg0J`A4UGyO*Np#$Ym(Vs4HK zc0WUX=KRuv50u>ydx02Q@KPXXsXQ^QFdB1XR7G3!T*NVArC{ zSI}D5E?Wl{FBgw9MtP2bXT6O#v}+|&E4&+PT-NI+7}JGUtGL7pab*ey$4}ZDzF=F>H2QK0gx+}a}0>Z*|a>9DZsu;W&sGj$GaxWhe18>iW)weYS+K)inTy!DepgA1gxUeKw9 z!7;VfruC&gF?O{8X&mfC(YXccASGxHd-f{h5pUb5MpyWT;nODY+Ib6Vz1hubnke}& zULbPT1ar}K*Jl2>(DT?>I z_y^Ahcb{IY^Y}DS0qtZjy{+37UALiZmVkS6BSSKmZaW2L~#0MB1=^7R>ad*eXvm*|=*}_l%cwtdfMttiflHUL_1IQM zFHX$(_G_1?b&p9Exb}lofzWsaGgz@I6gnCcMKmV-t%Y$TAor}wrYde|b9BCA-04ro zLw<{(4yyJ=y_ZbjxK6#;#b_&YbT#wXvMZc`ZCl29CqmjNF3A+!+{nKEz!#yRF~u+}of^1xJ;$K(F4R8F&RLYsIa0K-pCqI5%f))^(5Oe%81vRVE9tyyNX`Uk zQuSqqS2$!*ah9TMp_XENoT$R8d{k^}E}ytVDz-W*6dt=i4JkXdmA4OdYmr2FrnR%L zNRSA~4oe-lSne~N+}ZeHbCz0Q%IIROBWr-h501oUNjEcJUa4fabHwmsdB?|Bona*c zwZ3{ITOTb^;%$DpXwtl^gS%@fTq&YpcjXSaY{xT(vsJ;QkYG!)XlPKwgEDulIHGIQ z9J1BKNwP-P8|s(6YE`&XFObKZ3LpXC5E*rEttJNwOA3mkSE;q zsS7LV&jfAuw8&$& zt4y)oa$Z4K(@c7`7h$(KVl%6g*+MNhK_R$vzlHYr@sK5M5`P=%W@_j9Z58q|$(N(f z{C9a|vX7k=LF8(er)EVpZX1!+hV5^7yg&;1#l3(VN-Q0uD=@R_C;vLRoUixrQ+pI+@3d+K|#&z zs>pRcdhTZ2_1M<7tm6FM^tr0Y&nncZtG`z#_HD9Qoik)>jp!@3+h;E9StJh2Z^|XO zJ6ou^XRP_RlQ}mUUZ?2s2hB>t$?=#Z6QNn+-=ztKxg&pzzi)9UqU6~@HU z>1zSe?+w<=t((wc$giIcN3(G+xUKR)k@37PZJu? zl?zBx(8Q4FE?M^_W7gRJTwglZ$`n4>q6RtWv+{}bw*QeTJ=H5gF*1-GEuGcvMAfjj z{ap}8j}C{njt-l{(Pmo(soyfT%AWLND?_1^S2oaB9Mehfin@Wm? zyImKF52>0_aAJtWopQ`b#osV{A?7Z%AK*CJCu%H_T-m8sMR1%XgFh_H)Gd5Gj}>T1 zC$YJja;g=6modkFO_(@Hk!axO#AS9-=IW| z!vYo{$F(cCoEAa&Pjhp(%B=#AO>C`0wA$fpKB`C^^VGnhr*js@{~@$$kV9`j&ksE( zxbQlK-bKwh7*^HFmL6LKz^rIuoLk`Ezv|i}%y>=5JNdcareANii|+Ks5?*&9C}lab z|BzO-6yr+jbeP4m&AJl4*8Cd0X!DcF-O*tht*lRhF2!Qe%3|(!lOB(i$3o?@`A5do zhwQ$kuLTPl`{_#lUND)w)#Bks$uK2OnOiotXQlAlRw=nhIo2me7o8Ut-Wa)DbC;-p zXHwDdtzh+Uv)}yAn0q=m427?0&kGkHt$Rh+o6bMpHgwhZSPhTpT>UaFBG;ldF$=CgPR6b8a2nt#CWt_xaGz&W(F ztSaFqJm(xA=~Zhdq5`$?CDTwP>s9-igX^v}7z{bt*EUGdOkRjeNA0?t6pd#Qtn z2LkdUt?a>@Xnz#0s2ozLq@~W}-bjBBV$e7k!Ce0c>8o~Dc_~rEH=nd`#tutjVUB&m z)g|k5uf-L#v0ahfKw`g_aNm-)@v6|<>9$uL`*Y0x>^6EP?D}n+%FdirZ-f^8u5nT4 z*p$I$K9LGP#E&N4akRDX(EPM{=;6YBN>cxTEVasN(~e8kbLYIICXLsmmgV#nKis;d zLI1oQ^z#hxJ%P9G+oV~*#(B&!N>cRso4xMYv`ccfKJRra7 z^+G3&3Dq8pU=15WHJEn{Ql7>9grL`@7WJp|8~w*I-xG3mG2MUF3S!7SRF*9JNI7SwXku;Tt+5?$w1`fHwBB8 zqL!2pUqrna*PB)EeF|=B99@}`0j_+m?ow(WLb=x48N6QaQeDXpBkZX%-DBt)PR&MH zIlqk|a3c(a*IegdU~761I@PP}UZb{UYw(D-zJSi%Sbk|~h2hn8#VcUzZ`y+X^zmVek|=jGdg1>|A7$y}=PXV^ z{k>t4CW5uD8^7a?jN-5-76w(j5Bn|qxxXKWnQE@QXSkioS{w)j+0VWvb|%AWc?}76 zUm3MP)re8k;EK|n{?2A6-?7&W@$;{w*FQs)_})dYe!p;WviBslylvCBUE@F{n;$Kz zD(#frsw}p?8zi`O{-}Q7h8|}--Tp8;)ZJ;8D+~oNJ{wzqe`_$LZmER}UiN!F5Zbn1 ziK@W%KmPUTRhYZ@D#N&^CE_`thkqM6b2Cjy-qFqW_qKfC^{_?znL#_pTV+LP=iA?h z>2Sk)qrN{UN>DXYYWPs;!FwFp|55=*`rFsz?P5j4XKcg&y#3hk+U4Tfr|*^YDHQT{ zgIkPDU)T9Gj3Kg^GUIz9L;UzHUSyrL=J8Br;c)G^=vSN3uj}Z$yBUmt+KGU_*Av^% zC!!*+eLIf7I&zovQv=Qt$RRH#nkx{_kuE4HSSR!c6=x0D|}500g>O^WV)700Jxk^uGYe|D3e>Pc{VZ z-*O1F|M9N@f#MJ7unm-f{9`~s2mtUu4CKFRA<$)#;0VISrLnv^86vXh9F!YqzD3qk|ROlE~gosoW2-NVD)F`;`fTZtG!S8U9|8XBE zgf!^bG?*CBeh3}Fn+^~|4-lgVXw$EHexh(ATv8AAv+k4oeYJY4#)xc!~rnj0QhnMVmVOgIM69L@xfd$V%$J3 zZfr7M6gFOTIzE6OA0VC&I&TB`#1AmxhmjJ%rWT?_6Gmeb#wQg8=zf5O9*>t41M!Ok zti=Hy;(#!5z&CMh7D<4v6e+npz(gM4E)R&3NBAU zHoS!nAn5-k8}k1J06E)&0uaRi0w4smZG55NM$#Xp`^LD~xRjcT&sT@BT8uVvC@K*{ zrY0q})Hfd*j;G4X1#Ec8y_%<;bRdU2F&4c#{Hl7jTuCknRZL*5`e4y>NcA?MD~l4Z+l~o-Sbz{6!|W zj+-r?C!DQfiqDulIG)>I-(TXbTkXewjrZL(Zpn2ea^>2yL*5-B<%D&%B=^RVPa`zJ zep<0W?>E}`}sNMVLBhYENbLd`OzdDLueGS`#<|n%vltpOq%r)q$ZNJn5Awl@gZg5 zWDNXd`14W6q+D?mnTFl>uVrjyV<6<|G&k5&J23y4MlQ>Rj|%VD^^>x7UVPTL6?Oe^ zzph!8n_;VMdXxA|MZ6T=IDCzds%nf=`Y$5eT4nbQW`e>f6#BB|tSH;+vWyPa^2ry5 z+MJ3SfvXO}FPYWf7v53}ol_0z3Tt%7Ezd%8=3ny~GP4-1`yZ4i&^mjCNa_b}l`j}z z=L%k}DnF}NIv6Bh>29>J2NBzY5qvz1`n|qKb7XV7rd~CoP}V)X$Ji zQ@IXRDWmqb-Tvh>>PCv`tS#KJlW>fLqf57K#A}{#X+xQ*l9`>l*^Hl)&0U|F!`7Po zJ?q$_N!V zr+hG_L0RO+novVE+aK=zsrkutQ5i9-z5Q$W^N%6m4ztJFBOmMdw2e)bAV=--w9;ia zWSeL3ZhD&iN3eCx5|?$z7nY@hO#cU)9$jSjGFM>y&1!>Q=j%oP-Cw@Ty~gUd^}kt0 z{%dQADtxyG_yLu_bSMSdt7ejgx=J_(FnF@-;KA7%@YWN) zMw#Rv9)_2844v5%s-xUNn4RLNx<3bmwi`akYBOcGu?Kc7xPQg1vze0M=k3hsQ|>Zny-k?MfdAQpT2oX zPTC+Wotde){&y>+9>;Jt_nOKG9~3FeY6w=?x%k3wJVvhLoro50TO>gzASb2#tHAPo z*#|ayMbz#@nqg0};v@b~LFwx0&Cj_Aw>V0}N(=DF4__3w;O8>B*)id8Pw^Wf7k*C$ z=5HyQex!LBb;ZL?sa>?3XMa>p`g{P4$JCZQq1SlpDs|O%OIS^6n+97SMB7T1DY^-0 zHcYGYf|V*o7sqG0q_I8iFV8+9tSzR0#0`)b?0*xo=NEQO1#MyXD%I|tDV=~^5->BI^>lq+CcS?Pe;>tSMyX%CqVwANJz zf>IELNQZ5GUS_}UFE=F9K(ozj<1Xl_HA6omgs)px>2z4+>k|>CFL*`+ay;sPxXI}p zYt4S3FT}F)tCC#%pgw+vooYV8%CnZfeg8p2Qwr6%2+#sVQPXzwmCOt>mIYF@vaS&AjxEnCklNRI8K=H6;g4-p|!#D*HDGFwkwCj<2?|RV0bDWX-cys@KS?RfX4o0bSXvb-*mMIQV2P z!ib|my0rWwVjnWh$f&_;uab#d?}hm5Y*$Lwo@%4?CcnrT{?1rXeD8F?toLb^E$7`2 za;wWpPI2F7!zb_R+>Kf7cW|q^JEX&W9~G_TKf6XVGhZYV7@%O{!_MdG*~f2HE}c-R zEO8v|rlqEuLSS`gTVsE5hOj8yL5mcQ+lN_JRW?Rrx=G!Pm@9RUO^OHJ9Dfm-zsgl_ zh#R>#QY-T$>%4vLk$)IY;Gv?YujW>Bw;j#!FK=C$kN5*C7}I~n63wu&S8KS@$XRlS zc9z8{XmnjidT>&4oSnkyLev3>lZm3siM3bTEX!Yh-?pJQnRw=+y%@*c8_!}MyRd=B z0P*LOR8X>YXqjJ9s+MTGL$UkVAUG3k+^J^T$Ee3%-wwq0KNPm@cW6kr zG+vDc^fV6tG|V7?Zm>Nu0*m#C7b*yBb8O>v_czHLxp8MY%9-M?d6i$R9R6O_RvK_P z$oL*bSL+m(3P%*0IgH<5p^gJZ&Z;<*1~w=jm+Afv{&N3g-d_Wf;>g5NcdQbkrdgji zY>zA>7TWX4CQ?0cy>nXOJ#d-wHRFA4+HRo!`A~f6V=X^C+8@EO&B7) zq{KZxb7IIKDcCHl_&F*5fIQOTj*pArlN_-LxjaU7-1C_StIS(==COAzQ2h@NXEh>R zlZSp=pogoZzowMXi!qyzfr# zQ5v6&xe(b@t>;qS%R?Oq5SRXAn88UfcrM)EGYkd*-lO<@;^@gT;ueb^jtk)nM?DF` z81=!W4ZiZfNqEkiy)DG{Mclrb5A}FwsDv_4l zi_DD(W6h7uOT&h6V{}IZ$?yft<7mo11?A#I4mpNj4*R4$>8D2En6^f9QAW%YkW|S; z^&uI;KbeQNAd%CP>>dZE@Wf3xIrg_WN*RZJSOqV(#!=6O6E@C4Qp zzwm~@2h;GU5Kf8}w)J=4*y}@a2yyWvv2xwr5WEs3kDVnoV^Tf=pCG_*H8-)`t4ute zaT58_RJu7L4~V-W^Gg5feX z{;@>Q)x|rJgGIymDOZo zLJx$9kFI0L*>{$aRDS2b6B!pMG@nCTweh~LSsJ9r`la(utEKw1V2~uG&OOFhFo3nn z@oZ01Rvx1nQ<8{f3HaC2J%-{tsY1o~LQ@Ix+SV{7=soUcGbC5OWJcl{%W100MJChJ zmYIAjea7opqYsk_c^(e?+nfMD5~XIvJ`f3>dM557OmrAEAA~$Y-*KoSy)dy*pMw~> z&Jo<_p{St)zAU5a`i!y~fi7#MXQY!8#SlJ1C~Vf2_H7KjwHB)%8C&h;**v5@1;igZ zway<2PztBQdGTtKO<(<#>-cPnfXoS%U0#H7-|^FZ;BXM+bKheo!qUfsxpS;leK;Q} zt%riL&p9t1@yg+)L+^{>Amd>DG(kA7w(V8+Mg?=+hF8&|4ZdWCT2;2Jy!`I?yXXJ zX1gCM*(I_leu@6!t+%O-XUbT>cSJ0ZQTU#+mbf(EXgtG3zSQtGk4mP5meZM^0~vwX z(LTWoU$8t}r&QuLk8-^#_p|{GDeuZEAD^-E5TcntFN0AM)u^~^#a&Jmg7K&{OqNn`pDGKh zCn}fMs{%&X1*g=iVKp&*EIv7N3m>ofp5DUyty!mo+P1PWoxiAUyk2U(QbN7?Cw>F< z2K3v%)hM${WiHpf7lk6MwWX~!W<$FR(E1qF;6Cnz2B~mJcc?~>Dd3#4k#YQtybXxF487i^{ zT4kwNddJ9l%a8WPUc@Fhp8#i@HYhPIhP+~z>UA-Hs?4r5eUXO&vbUw7Uy&(?LbVDiuCRm4Bjfw z)yR|YGADj~7&m?a;fNFW-A?r6F!Zv#g42BZ2-ljw%4gF6J7iT`GsmO$I*O5E`jPs6 z3=5RAPJ-10`(YV-N))tstbzJ2 zUPG`*y4aZ-!8+ATm3`HjL*Ftbg@qbvkt-#1hML@Zx}t|NlD{&6_K{_$xJ~m`d^fLMSs+{A9TqJl|w;<}LM`vLk5s$G{ z4fUVb!pC&ncZ~7=8U32oqxfxjv^9|rG04_-e73xusmhD=4|p;U^je`G)n0}*kYL9onfP-v2OBKH2%Y(XIcdi^f+bon+=$Rln4z|FAE(ievzm z#CwNv*#2Vl?xOYa)Jo8n;QV47p=+{`q_+5CW;uHN_|-yCtW8G~p;NI>vwRjbHH+HW zPQx?HCN@fKFh_h@{c+6FT!cOTl2~kKC7Qcj3$>TQ77#bR|Y2Ao^M()ViusYomYS8V_&9e z?Z#t$W4WuxbtM%!Qv?0{mSd|&L*8Z{Ph01!7Ng$g1qc^BUZ;)T*3_yyE12hktfus# zU#}NyRd17FcEfzP%h4Weg-P2gSaux zm0O!627^cfAp(0VtPtUO7{aCgOJp>bWig_y6@+b^?3&cd=BYQB`>akz-l^itZbX&= zFlgp_Yn`NP%d0xfS80oxa{GVt@(~kr~!cr5oGMn zlg@oY)|F_^6@GN5S=)(wzs)nbgM_+6{m(huXq&CXYk&0}ej|^DMy_&-bc6}*i}Zy~ z=^y^A-qQ8Q?(Et?8B8dTmqL=!pOUOBRloBvroPquXcnef|I zY8h7?x34*1hZt^}U*#&=7Awu|v;N)JL_4wgyW)Jl;PqJDx4GvSlS}*iI54L?v|=K| z`qcJsrw{5WtNjX^!4XQ%gk$U(?DSsvv^L`OnIP+E$K_#T&W8f}4F)G?IqR39Z|3w<(&q>=$ z$?UCS`73mDeN}X%AD62;=vOUQW6p+qTmCqVI{RPz7s;={3zq|lP2;N9$x@H1d5o(c99TQTX#~ynyqKF7M~KZzA?rzqZep?62`> zE~Ki?e?q2z1yx^R0q^>|=Q|7!+{g~ecD8x0LHpbJ!*;R5W2+;cR~O8Z72Rii0TCd! zgP(wNSjO8hvU_*ZV>%<4YyTrO@>~Acy={@M7rSc}(Nk_!ke=OxSRcsj`bZoK9>cb; zbKpI1wu-h-7z1$Zueb43j^+V#QnlC&M$3A!@T5KW3$N$2tf!Wu$EG(2bN;8de{ray z5tpw(PBRzp$PZZSZ;e#$2n+@sF~$!5UW6EdHgnd$jl7&*{pu5W{C%M=83-h!e^yRE zEg-@1?cABzp4IJnh*o|`B7TV=FC598LBM!zHLQ~EdDNLboSpeyE`mI1v|WPvQ10-G z4#9Z)0y)8r-vZ>`zKFcFW89lV?t>h#=knlWAX^2H7f9S4N9_rA?BlJFcl8p@8 zPLE?r(nZMH9p#`PV*K+v-9>P%9846e+4|z?LW#ZUe5aR-cAf?;J5IX_ZQ6t*x_$9 zDm6@Q<{I5P$h!G|zB%>}iqEiIp{gw$%$IA_N=JG)bQr@z&=1$wsv!M-EexA|!}7e+ zA7Yy8{N=FGoDRpn`Ls{gn6vdFk<2tHVIlQ3J`dum5{5Z$eAg4Y$%n=XPwdKGRBjlo%rzY$Fg9QTzc~E`le=F*fo*KUb}DgLt3MHzmBCTF&t*EndB-QP68RL zoUd48rC9Rv57mqbd2!MT>^DA~b+-?% ziFu6>hg2mENj|J)KI1R1Lkq_6EE)?s5&>q8CP`SI()QMNy8@-CDtwy?Y-1N)3%#WV zdCigpr_T=vpDtim^uL*5ELn0L@taL3U(9Kz8nb5X+BI%M;%31qSLr*XLtY+3o^1%c z!}SiV(Pvn4u$nd@etYXSWpmWtG~acUh`E~|4Ayqa%45XX;nKM?QG9YW1Rc5tCMP=E z3nEdZKddo#Y6N2iaQFKY!wBr6&Ee=wxf%S>U$^$#Y!rJ3l&(}Omch`x4XY3aDAum>^GO^I4x zZ&uveI`y>{ST$whwCjifBglcRVu{# zyUR0`yN-iK`?(_kISwe$0jrKF?MasEffBusO_c>>;F%bUw{FD&3E#uE(hj(rH|K z``uxG|D4nhF;)!!n5BrZHPpw(08-$Er`T?lrCUw55^%2E1J-MI{+_dpwuniN{7f*6 zyS(qE!+ZcfT}^-gy;e^CPwo&aUB4)mwO1Y1yDHn1R(@JeMvs`i*gq{fjb@)5B$G_d zQdT%2d9!+HI8@+rtyo!iPFh18TT?wE#2+^|ndxOD`DiOa84zA(l zDodqGIzxVeEB@rV4$ze`f99g5ys*{wpSo({R+0;yKmxU2+sVISHfm1;Fe4crtm_2tr?fHrJR%2HeH0K+=>oG7>dWX)KAAtoqhHZIVWaA@wml84 zb6=~5majQYr-TbgGlZ>Fa1)*X9zllKUju$V$AW^tk04U8vUUk-^iX*WxpNmpo|r*bZK5<;>cw!+$h0ySRU+Qw*JN2o2*3hXSm(SGx2)|veCDPGZ&lZj zL!FFl-P@EFGHKk@lkqZEmx%cw_3Kkt4#9exg@3s~cz^kpIqCLLuI~ome4V0SL*^c) zTh)lRof4u?4opB^W90{YA6_>Ondrs~%aJWoMmE*8-T5ZX{9UXHH;+DPP)z%E-{k_c zV=Y!&T%!|IoZ$>k6fB-b)BoP*OBkG~mA2b;IzANk=#Rax^NaOk>{0D|Ht%7k|j?gKJka?$MBZ^E3(nx!oqb|nosS=fita) zsG{LbTz{_wYJ2yjUOmRbvwlgb`W|ujxXtWz;--2Cok)m2x8y>4&-HVp!-l+ z<>kn1$Fqt{%I#0L--!ui%_l#8ySSH5@F`ggTg;LdJtV{kwQBEMEA}>vmukcvz)?3YVm+Y=<-bm zhN}o>NX;iEF&ss)8$vN$SIRvmK~l>K6kD-;Mqwh?UgG<1l8}zO4KdX_G4F;xLim0{ z>V7KUK6piO>i0b~sC~2{RIrl$bXmd-S^of#$^mgG0Esz(PV|TqLbD+x5~-g>ITus^ zs&zjLN|2aJKzKX*kz+b}tI8M;d-?y=rhe`d+>{WxkjRXZAOs9j-b)Z;^@B+UeW@j7 zuqCBj`=xP;WlY%{;b7%sB=MPrr9;FdLc|oHt2XK#Di;ZilajwcQfkb7O3VU+LQ;&B zQj(@a>1yK2Aw#$%-2z2Ygy~ZK69ePHD8hqMpNslGlSsqFh(lLxnBPm7G7p;BN?V{x znfMOx&r4aER_eG8$yZ4WElS(pcWGTnJEF=EDGoW{$Sn0ryKG8ND9E_m%6yKI_P}Wq zkR0)BdUsnX6s)IFgc`0B5U(rHbkf}FeWG@X)w%JHX=qgGD|k9 zN;bMv7VhSMhEd)D>;TCy)BnrG5d1&67&uq};{R|l(D@wDf2t@ju+Z23drk)t9svH2 zi-86F4;KR+#et$2nE!S$|23ooLIk|~2gUqTNcnFUgYYkn0T}+LjRFt*UvoM@Ak4os z1_4TAkO8R3@Nme8F#oRTV4?tUQD9L1MKOpd@bLd}G0;59KPU$7pDi7D#Qz%7LH&<~ zfzI9_qah-oA;F=cK&vSD|5i~@(czKM5fIUV@K6+kjtYwbpu&Le>OfJ<|CK~RLcjtL zV8MW~;4rb^QL&JrGzK0E6-r~Au`%Gl0BSHG1dNCbMnVFkAcCQdLFlv&HnfnUhy#Q7 z&$JE#8V({VE`S#o4i^_0h>MEwpBM@Vh=+!V4BjDq}5dhH% zkU<2P2n5*hgh&{KC?G-*3LzR2AwC=tBA5sn9hyfW!T=J(5t0DtNzhP8VaZ7m2}qH# zNI_`-%;{kM+e1OZB}2g^Lq{dUK_tUNAR~k)2RM-fBFQmP$gzfR_>Ql@Soj1W;oFm@y$RFdr6d#a>50#k@ zi%I}SRuB*?1ke`(xCr5s31iWT0EIW{!8 z4vSC-PL@a@^_KhI+Mq9(!j=0Y)uw<>7M?R1+2epcW(G(}!(_L|ZUvuV^7<#K{mu#y zt;gR@jhWgoR}y@I9;b8ffYX)OXo#-QZM!z>w!Vz^%I$ClF3Y8!4i|JepwNGXT*ZBP zNW6^4D2Sgnd`B>joO&vY(c^6y?BSf4>)#3RdyCCK+VnIlN{Dfr#o_(z3GzSA3%Zm_ z!w%dxdsGgpVE4@N>iQX+=ZN z{qh?C&AU-wy8w-VM|;R(0aYu{nS|=&Vbn)FQ|0JiQsy-7ibvsDDdT{)?1cVMxFayb zp+rfbVNkG%4OsunnCZ~t%gpn`)Q%X4)5pFov zCZuB15nobhiORFGljocf{Ld)q3)5n@J$1w65OuA~asqXV;=%;HO$8#qKpLVelT!p@ z(^JN+jIw8piB^(8Fbc#GH@Ccp0Y=?~yY=w}?Z#Epq$oB*Vik-88kY-)l&wJflQGl90e?;w|KnOZZ74y&C} zTPgL4e)ROv8hlhyp+bv(%d-Eq-H*|)qHi;cX-0b7G}#hNd@IF7amzCzkLx34*&35( zbJ6pe_gkLff156~OFN&hM)FMBMDk?dcrW!VD&6|^GP*VX4{`VSo!6u9d;f}a#kOtR zw(X>8tOkwIq_J(Mv2EM7)!1p$ICt_}YwdmSJh)6F)bJy*NVr=x8JkB))(vVE|J9~FG6 zha&G@5qeLvIlY>^mmLvOTVohcIrpXC?5F%rJ+r|Jn0vIjkq9pOj25?(n>3Xt{Pk%! z-f~E4_>V`l!b@iQdh@CBBPD%TJ#(%FhB}`{V$8T~vLOdFg*E7qehNkqLcD*&;!2u` zwkKVerWd*<7=-qde)}c&qjjDGqT@;kJT0@s(VWxU**=K99*;JNs#CUnDq?*PADfx0 zlc@00``b7kA|lq{egti(>~S{tQ5U0a`Szm+mDp5hOm`9oBaZpP#GB{U{vn-KH0~Vs)P(0V@@aEyrpz0baxMz>dFL;t5}Cq*cuH)tr`t#DC)A36OdYcw z(8$H^T*MZTkF!B+L*H|fCl-OW7C*h<=xI$$C1(`Bx4HT9%p8wKbx4Eb%A|9|-;~p6)sjO+qk2v_I&!hX-7dXh!-bgBgftIUn zr7z5-rB$lRBYsU!DQUJvX~N2SU1uZ4zOHb_$wr%8or&!cquDfr@yp2euyw*xyK})2 z4GJB?T<71?%ew+Ee_g|8<9HQ+IVv4Nv(ccSzunRkXZDQglx>b`v9L){R+1-?rKL0Z z;EmlZx;h`VhMnpLn}rKIq=E?0F=MxbD&)~z59*dZUn1y2Ei+Y?c&cnLv!ez)#i18# z15Haa$(X2vNXWLLQIy$-#XIq4Ww+P4!-7E6QMq*(x(WS#H0wAJcYi!Y5T)L^JM=fY zCHdZN&;5jKri=&Tz4DiY#vYldlM6LiEhm)+AF)8EmFWeUg9VLpje~J-mWX^&w#X)7 z9~PSdJPb%&oQ_ldp}c}o6L*dKnK(0&AmkdLY*D4mGFNb6lc%`n`Mq0${O=UmiQU^- zkeLS~=eT(HvmOPmMWt<_kY}Me-Bac^x>;tpnxh@WVC@ncWxG_`nlRHM%-&HBLZ)19 z6AMP}j6cch?sfttotpx zW=?NGK|r?~`kTQB_O-gsUNUA&5b~D$>nZB1(H2-I>N@9^G1+NvJ|Ng*ShA8Yo4s=} zsnca^Ww2Z1&V6|Xxk+Dseaw^;l_0gs^H`bDH2C_pkWMc#`WoJC!`kfjor8W-+S<`)wi?3`W7noO3zduQsQC@*Eq(CwaL$YxBvuXJ=AN`~R zfb=yOWfb|byZYMv_B(3wAuR@>XyzKAv|zOG=i&k=Gy~=u12|IrL6K0`yT4Dx_z6(C z1ViB$Nd~Om6K?i!RcoR-+52;bfT%wpyAcJ-52Ii&A#6eU7;@T!FWIHmxb8s6$Oqo2F{54q}5n^yvO)(Nd)k_;!+p?M07;+2?)B zN&MrSC|Gw`57)vBcGx%Zz$tbpxDxD#8CHnEPAECE8w8eX=#je%m0Ky7<&~o=l^cf^ zCzmX7U?3Hmd2{GR4P-r~4|YoU9;YJyvNNo!N3*F1GL=KEx}e}p5Nol&Ol(Ash2fNu zUr2FaxtZCoUs&=c=8ICMrA=_!i(mVL(Kf04hnCU44F^#O+2u>=j0HytOKH~Zz^pMT zDWZv24)d&P1+fbID`}ydW5p8mMD#KtHbc9#6vw_v*t;IN_%H`}NU>o9qG7SY6Nl7A zb3=7!g7z%FYHQgAVfa`=D!RF0M!j!`3-@`FQhnbr4IKePOHGN^sfp&`u+uKK0&x!? zl*Fu#VOU%SKs2~YLVs7yr=tPJX*@)l3MVLIKx01m;{YS4D4n8~;#C&Iyrm+vK9Uhj z4AhaJ_ah_OPy_H0CKYo>4Rh;yzog%Z0kp#?-%>HMheL6$;fgrIxLkn;5(aMAa5IwL zV5V`4nu!`Jp*rrU{;A(5xDcJFV}=4f^OuskKtnHv<6kJh3qe`VFC;JshdU~#FxB%L5HS=nR~B^arj_nups+0KDroT zCpkZwrnqvQ6d{plIm10>N6zfyN}CIf zF7!`fJj9$cILTT^pV1@s4VY`eoNIKI z`J>-$9Q*sx-CUs9+|c$ zg~J^A;xq-KM7C0`1)SH#>_IRC*m?cvP9;|8myoG}I&tbxAug>x!l|g$K=XR;5}{T1 z*^n>^4<7`#JhJ9r5v!s4G?s&_?kpafqbKMAIN!#wqt8$(4j)naPV5@63wN8!)o@bl zg7Qj7MEGm+FDT0Pw^I>dicK6m*3!z%XrkR$OR9J(uG3=UpYlOY&^@G_E1#+?yPeRE z!ImFWo3zS|Vk=AC;viwdU8z$5W7U{iz(StnuQJAwI_UTAMV4Wx)uT0i-veb+LzJw3 zW$cE)@1+CFYPR2tYl+m$mvpL|tqUM5UR8kYnEiI={Cr*B=J6@>$O#ae@PWNtzwF;HPgi% z)Tvr2Ep?WOW2dcv7JOe+tD(qp6VIs4(S1}dywe=b3!xO!@W-QaPeLSkEhwbsENKd*f4@H*Tl2dd1vxt;u4;eR|312g-BWDF)jW z^U*1#*N8I%2V`>ssypi*+TW~WZ)MWIjHWp9bj!6ha#&b8*UO^N1Cv>?cWH()GwS{r zHD!snL$24i$)cp=0ZQ~fRLG(I=dIr(X%34qQ z@#F-D7=q zH3J>1;~NeR~-WzilQ-+sAp_du#YmXxpb=BI@%kN`xII|JXElco||v zOz*ajmeY;cjI~1Oqew{4ERG}WKlkvBp%nSHC1q&1u<7R}ULK`qK z!0N64z?b7No}~h>!uVPAHivXHAnS755^}0alJ+WUtrjaqDNROsGu}DkX`jsCQ zTra4{zJqOI#@TiWDt_)uMT!os(qCF@vkmAU8z`n;bC((OGLc3ke0^!WOQIdQKQ|U7 zZA$~?Rs_n2PN0VPzRaa>;BMs1WxcMHe_xEKXnx`u)DoF5I`93WUy?I0%`h_uLm8^E z($d$yQc7Rw+O{Sa*yG0wm zg#}!4rBl_{>p2fud3>eKI6F1V6K>9n_6Kn%;&fSc1`rlYDwh@1j4@0<~}dOu`R+0o>$;( zMp9bsE>@*oy|l;91 z+b)Ea>5L?+<&j_r9r1Ve=8C4&?=gefU4+RXf#H+aMWpOWe8Stpce-)+%0rc`{WY&v z)UFE{!&6K_h{W!>@ydMuuA6Cwb2NikOoCJH%F79Z(>tWQ8G&;o#Y+MDZ_tQYoiBeR z5YLvh7cV1^6DuxKmM?xY9CZ6^tNR=vPoWL^+>>_o^;BNN8C|8={bq`eFuPn|&sy5- zgxZ<-<380{w0`_E5-MSG6Or(+^L0$&`hM;0c2q&vZR)-{+YFH+YF%vo_fMfrL8!!XK-p3n83MU|sGlnkE zPS_t{lSuqm7Zc@nByXyzjzuE`3ra$3lQN7=J$Cy?;nOH(r9hNJyz_Nu^-`kf}l8==OqlUj$IWjRK+C6SsmF z5G8^^nK0f}*3JyVZVlI8E{facxd&LoS&yL0(-8|vnGIlz>kv}#I7?lkOOI|O=mUeL zA|>X#k-5Eso}?k`fxVW>uSTnDCi{YCM?065aXEtDSN409X()k}o&H((My_Rf{tjQ;^;pdyVQ1U;G?qX0!sMQLFbg;Cbj zF=~R4yR3pw#7pl2#$d6IMNKC+?@w?0RsMCM*wGl8u%>DT(yUJS-B>SdHnXs3g@UQC zr2G%Ec~!WG28{;gyWP{DcWh4a?do8WS2~W5V;p_9ZTzQW5Pb_f$|TgZuA2=p6A>>MXZj|m&p?1#9d(my!SYT1s}m{XCSz3W0(DCC5q*EXG|AaxS-F54W;)Q z-1hzL0?&*d*Yy)Nj7rcj3{-B&wYPa3Ce#h?-smhgKy?G%eN!zr^NiX_<}l1J1gyAL zX~Ypc4C33qun0V-xV*a^+m3@E?@p_Ie>%2i=Fn;@-ADu>sY@rowE6mL&|Y-8aQ%-J z^(g^bf#OQxf=Eepry6op(wlTwVaR+I|ictdh8MgJMkG$t{6{_ZoUh`Pxh!~xD zgO?8Pkb-NgE?>~BpLOi$(JeRT6xP=GUe>TpjBr)P9qliJ5{JN!0F5j2;46JO#ic=f zxje{yvM^wI8^a@h@6X1%EQ5;o$uM6Ys~6(NyQ=J!rU zaK~t^p6!w1==}!UE=R>y<~wU$cr-0 zO5=GLuvEg#JHsJ*ZM!F zK!N+ERXPd;buyaDgj6sZai0%M9kYOA%t%=<(%+-@98;C}M#nq?_+!bv@z|(5JX24u zmN@zcp}<_2U+8}&aEzO45{EptGGU};gKfbRHSq@RTr3kb^J>J=&Nkr&H6^hKZb?Vf z3RB4b*1Eg{r+(!0>Jk-bR~dv|gfr7YGDJR36epli+&q)vi986p1;JBmiBZ}Ymz3#j zOn*HtE5Ln|BJ)^81+Co6!E8~Xlev#qR!ivNIGmqI0nU^BqfX!P{{^?Siwud%wA2h_jGXa-ISz#{YPc_B>iVBa}KqhA^&1jN&o30>+ zh7Hj;^+jjexN^>v_B4SH3^Fo=XP00{0%qQk$1z##x1so$c#in$zLRgn5migrRDY~m z;cWy3ci*D`SWtq=1vt@LEzY#LN?lOl{P9`gsA?m`f`?0krCtXQlUdN6#84TjB(|#_(D@yyske!HaW=i$F^L3i4tk4414&hn!w+h zBxhTccv!s^1g3@@uY4Zj>EW%xyVm93>ME&H%F+vGZ6}$g*y!QP;}L(z~GI zmJ2|A-|6{AMkO>PuF4Xt-eYeH^k?VVoGOiNpXI9#aHpN8hzj$E=8%Yl^3Yl2#%x`E zcfJHR?eCFbKK71p?0*Z^`-*$%m@T7klkDmxNh#uv@HL28KWlUYd+x!uE1w0`Q1~Yj z4R@}**>$}4nK274Y7sHhP?)4C(S`C%JZDE=|1vo<(QC6w0rsH zII7?2=o{=cz*yuyMsDDgq1g77`>@3jt@A1i>UCX&(qkra(lq_=pCeq!g`%eN>uvhi zO{S%v#I;IbIkK<2bl-a7komt?#PcC&PuVRKzd_HZ>Yor|x~t$d)CnEAwe@tN1_z|)sr#;(6j`7n2xEE) zW34A*k#%FEm5kSQ@0SVV+w`EW3lrk?5WEO~6>f{Z<{}7e0jp+&0#gX^X1?`5!IXt?TP1Sg(X?PWHpVwDrky%l2B<0|4%6Xk*vVE*3D zMTSpc(adv}O-ecr|D#rNIMJ^^L(cgsl9p>IzOgckMro4Z% zreCbTUz!G#W?qc!j~KDLm{L6!1D?1lpZIe;n1Gl#e|ullny5xTl4yjuPPsTrhPbZH zK>pZ({JyxMSSRj__!m40%nVUuz3#7a5~ggtdT{-wUJ@1&5|%c7mh+uf?GiTQ61HTi z|Nl)F(vNl}1!U@fv@8D$^#S>i&_O>oUH*sY0|5p={y&I50I2_jEB~yy{2TT8pW({q zn#%|3g9Hg6{r8~Df9XE|+H?W?cdr5s_=r=8p+Wzda``vsg8&4e13{rar(D1wJ_{BI z(0>Y+@1NDmzeFD}$j@r!BUu3;!U53XK!I={f)515r{(j}u6$TNAK?l(* zaInB}!EirCA7n_}55ET>hzAJz5ixL@$5)F=$1cC|+NDbhlMntE9$EHC>rG=!X1Cr3e z5i$UL830iXXef*T5k`OtBfyjql${X~j}aM*36hZ+3+ba;VMD`aMi93VgrMp6M>TLFtv8Q`vp&ZmJSr48`W z1~=1&`M-nu1SyTym&_F@{gTO)X((MN)2g%D7;Pw9sxs;e!LX!=je}qiQ5p~47c-O;JIn=3?4L+#y;=S+LEHl?_={-I_dDxk zag*8LSt|R{V!2>91HH#x%zU$7=_+!%5fgozJ}<%BT0JghgA4u*!0X?cGO%I6boXy7QYMr} z=Ia~60Q7f#2~lHUP*blfO+s>(Lzo>BNdTmR?97$C|_uA3R)MjY{IGB*hJy;+jqs_ zr#`}iydQknaC-XTh}NX5DF=;tqEe$frJ$n3oNFDS$#8TI#N2Tgu9-y z9m|~sW059T&={8FZ$IE@HF`YG>g0G4%$Y61I{A0~`r8>E*yqMUIZpfr z`_R>N3s&;F_x8)!iGd-f#e=u@x>bi?uk5?wh@>vN{GM}nJ28}U+=C9$I!!|)xAZr; zG`ujR`JkE=3{6J5og91R$>A&sPpywvw(rG0zl1C=nNPaSp4YDJm9&>()LK7#96WY-hfiJzTqSQZ zHFF>8xW7hkWeHL*4!wE(Syo-&|C3z*ia%t1A)=5pN|`vtAEHzavz~+1(8OvhZ@uQB z^>?z6DZJ&v@#D#ml0bGNM^*n=XoI-R*W`bX%?q5WBLG-0)+y~&x^uy)k8ckMm2&NQ zmBWxMybC1>0Ih5_{rhrORD!zzt4zV0u<0<_4lEIpTE}X*nqur=%vNJQzf5SuGEzj3bjE9?}(A@i65SV?A>6rk3unB=O?r0e#7h z@$UjasnG=VITvCSpYk$0+)aq&rI%RZ0cOg%yKK zCuslt(P`7ORz8%O(GydsH(xF0%al&m*Icd4!G~+th`bWVuvS^^^DI zDvpNCee#0tHO(CLx=wW(x^FF!!kckb=O(#uiqG<`xeg69%+n@H6b&no<0fDDi#@x^ zSF}r$D7!m~ktt+0cU>Gx&Zf)6({Wcu6oxvcCqkHfTSp2q>RFcIr!?m3EB0p)8-`3y z&Ajtgg2G${JDq797TT7?M(02v=WV^jYgH-=6AIK|@yBbQ8Kps+YmwoveZRy(<;{lv z>eXlR$4p%hTt(|dEv&Yp#EK}>vF^I|EB^|%wz(xz(9a2|HBSsP*ekXFMJ-V(b&kC! zC*oJT@jKbM14q}!a!KOP>osO0p9wLkNTsv{V;s7dUW`w45rVvJJR^%CRFK>|-l!L= zD~9aE4?FlkPbOUTx(IYeC+_-R4t>b$Q2B1t z1(Ejo@aOx`6>7O`i(9_`%2PW<`eic zmH6lmBW)yOGq6?A&l-9%bu~cg%%_066!BYI#ka>gC3c=;pOBW4N;8I*X?c4y+MZry zxE@?Z{Bne)wN0NHPKsGrn=nl5ksh+5@E&t}r7ln8@Xot>LDKV;3ns1GchH-rF1ZUw z*Tr48tfE>QF_uArNN9`2frb1c$)_~#}XV%d%Oh&^t1L#L9r8yNjscbgW zGza|fxg)htTE?Jsbmx4XTWE9_o^j!sk9IY+J?%Krzjq;E3$v`S*6SbEYc0ae|H$Zc zC%aHhL%;J=mhL^DX;w)z4RxHz4K1B22hlgwG)`$dSX{!@d+-CMo;8QIZwjY62#uF#>_YxoYLCj%&{ zawx6jDx-j+rSj#+qpRQZU$ECEKim{QtmPjdQpTm2cJCY(xRTz2j`r+DDlce1Oo(KV zp&iDHa0#G);(hUZF!!gc@gT*r`-P0b<@G{qkz2Bp>9 zSD#An@Vf`?to!Uh@Z`Om;CI6lRmR)qq7P6(A?i40R=1jH zPn2PzJ>i^KCNWsv;z90{H^E3d-vLHmOj_YlMInw4Upt49OP2jBs4U#YBYyt;zJwWa zc}UWDMf*IX2xEcvr8-;#ITC}}x6M5GRO{z1xlx@|z-luD0jJCKy?r)U*kf>%s#X}W zuB~F z@^c4ZrpERy`d1X0SO#GxZ<~Ap%BK~7;D1i)67hTvNsh{i;5V=$*eP#=-?9dR>=t76 zhZ3~V{acPAT(*-fKvK!#lhB)D^-N;ymwaU1f|`O&#g|Z!AHhOHd`_A@{iWT%nkn=w zv7IKR@)7BWQYQIg`6mYaWVntfhKdm@i50>MazRe6YO%YcN>}9M%V`68^H|i-4 z!#hq47I!7&bS#}kZC+sx$w@DgPU!?@)*~fXy2m8H?*yk?X3X5A@)l>@fZCmD`6e6& zZj5kugT>Jg{2aGPr*Z&Aq4ru$O*<6VJkrJ(42hR>%WzDN=E%+Zy%#cJsc=P=eRBjA zB9S%gp6sff#FU!@yP8d=mB5sQu_9!Rh2fb^8ZuuJ#GRY%^5NFsd6hJ!vjB6qM*!d+ zxx%}twkfDfk1p;+DIFz}pfHf;zPZU#*H!UEImL`@ErMXgF5i zdzv$sEmHJB;7LkB8Z~}No9CFdvi z?KszgJX{~9aEH2dDhXO!!;>O3o1o@bU19nzhk5=@Y^tklwyMzjQv zlag#2?32Hl`7jwpJnR$2rPyDJ+i3{2xNWL&ei2#;R28H+X_m0|luz&kLl5S3wiXiw zx>!M!9-!ulKcvk-7N1FEq^6Y7_>}~=R;0uxUP$`_c;a=LO9!4}le#N`MJ%Q~i8rgH zAjkQ4MDEwvrP9kfuR6J6L~)K`6-}0fVBts^rNwA}b9!mA3QJ>bPpYMGs?m8<{X%_> zr7Bphyzz}Im;--F^VDL{!m^aPKol1QzPHpsj{qbsDvC?X$s7upU?WzJe?jBsmm?Sb zrADPL$zS8CFFelQg~3SA@kuPMM3OCbkg5^Jt;4gby^ujWt_Bbx!LV0X#ihj%ggY5( zW@^KN=$2t&;#PJqm>)eANE}sFTbA*<=djgee``b1Uvs4_laOd_JnpW&Pb{~7sJwb= zf{QI84-YnA&QZ}RB?>S9zS0Zo+osn=H{NQg<7r z!$;_{FxI_?o4CZ=GrrcI$zvb@-nIo>5@MZ+4A=X^62VHks~oFg*iz--sk6zdl|8qD z&Ze`Kw^uj`Es`nUm=@}B&Borvi>6KmYRVYVPJTX`F z>vG1;h0$xf*DhssXw%GSJ34K#=0Q{AZ7}5PfU;?62x~yHDKdX)X2FfIYV8yvfsy7d zjh5+XC`Bdo8X|tFPZ%6peFw?t8iS6ZDWJB=^0pobiWp)nA4CLnY(5W4kJM&Uj+mCW zC*t9ZZdWM0wAUo{+=d2}!>M8hfe_=4vM`MzI&_l2HGpUIQ0TR|o{ny8 zXZovgd@9RuIo2yZxySqYss`a21UM!}<2TI{;P+G?uQnL>9Mh-nk!=CzDmHWP)4nlfQ zEO??6GEM!-=m7QZd9YD|66!awak7KdLSP#~j2sxsn5tPDgU#$i*qDJqp1>OG=(L`J z#hoObn4vgFa<)fccwaBE)|+7bJ*>*tuGWrXwLQ)ZKcQVd`_MnN+dh+OJtQ2-$q!d? z!88LZW%x8c*7-7e(>~9K*UdT6nFrh6qubB+Fg2yuW0N`zE>-L`T36@|7A&6%Us{HsoxF+pWBU+KnrI#%T2`&u?o0;|W`C#u}b zqNm`SvtGUQ-n};%Gcy`&*OG10vhf%4&L{agHvJ|xU&`j!&T%v7H!MRH7c-}~<%hdF zHk^&dZl+iI_&4HS7ly1>tns%7UKa1d7ZWDdRoq(rBe#1iwi#Yp;0QJ&>341-!PxcJ zF%-1QlxE7N2TN?*g=*??43@KAS99gJA0l_Wa8ZTmcWx^R4qrD6ynDO6wy6cG%4FAJ zeb(z!>U=YI_@fB>UiZv4I_L>DuU^(98MaKkNADu{Iy2XK2+#!aclay!&yQWt^iWRt z3)*b9C1iHXF8H%E7nMept9&XC-@JY1$N#m20EWi zsjqhf-&GEV;rE>Jj=&ra(KjdLFNT(EcT?N8a0Iqi$8<&BCR#&|Q4o&l-jKf%Aaer8 zA`o_>-um+1cIX*aOWqDAJ5H!J4%$q+Yc?C}E8Bz=7C|>rjx$e{I!{^Qw?QsWxDb|; ze2&X10j&C)v6BO=4qIll9S#f>rRPWSOur2TPKt`581?r%_(uw+&yH-)x+YPC#}A?C z+qDn|{pHpUHcvWb&+Fj3ZYK|95zbBx&NI&3`%91PpigoIjsghIM>a1m2`+_%uU;Z& zp)U{Mvo^kDUixU`bc$gt`n*8UHgqCaufigo3syTRXX zgH^iBzsBDVWXjLkI(COUQ4DzQ0y><9}+SKa0$I9C$ebnybB> zGoN~hs(RwRyeFnd>)6^$`*!7T`IpG8?fIC&uwvRWzUxRv`9`azJG%B+b|1SaMMV z3i~PnF-)|#47`Wgm8o#-xD8WCnd3<&!XmScRp&7t_ir?;RJ1Ga{`2`zb<;#{@!}Cu z=)pWMIQLe2BZ-Wf6zN9ohCZCMhwKkjkTXV=L&VeG?lP*wUD1?NTysuG2XUq{Lf#fL z)hm)tk{ITm?oqqfmxqGRakr~+K+0&`(K5TvzhS4}@>KrlUI{~MhRM@bLeo`uEcu4- zcJ^~cFp@f;UP;Q0r+{zL0{uN~#bEwGue&hM*WWo-Id z6Dy++5T2pE{QhTd1ZUn+D62XDdsK|C+FiW@HpHEJ8AZDpPGMY0Dn)%W({F2(LnS7$EhM~_%L4NGYv+JIy8qynbi(fHCzGxQ2 z4?0e$J?zFj|=&kXqpDHN2$%C z3k%q+Ybp=ATLg)9gi5<^(P3?FBLuSOfhzraFv}}jcyF1I-f#+?6YHppKPmmP(A092 zX45nnGRI+SW!yLUxC&SaSY}PbgjhS5h$IL((;)?KHSy&p|7+KNH}AP9RrfYMZMd+h zdemE1phRn{|CLXnKzoL7xkz}d^7PAEl%9=qt|yjpkt$-lS=};>_xG=|EjZ3xp{36* zjSIf`8i1t&@7qcK=vS-&*B^R}`SF#!bbSnm3~p>dP5}{b@58D!4Cdt9O~~+UpR17? zjh813#!RQVoPu|st}?|#m*epXOm{LJi%^3K)ll|Tt~UN?;1f-E(vzMMp_`wD+3=@ z`R5=20k=At&M$x#kH^JVMtvp zg=Y##<0ksc#r^X+`SChTe8d-iJqPWsih7G?y4nIz#p6TUvjO^)!4BY zx2GB~_nh?Rzo{1ht!dPBpE#U%iQZ{K(8~z=FqU9f?Y;;1se{V~qmJ!PAf(n(t%Ybul?7w6k%kT5UK%qNvJx~@{m z3>4`W@gy~aJTEwATflfBoHs5j*~+`|OqX`hwf>^7xZ)UF|3#pwU%RhsT~suBBXNnyuu}YRRHcO;qtAwJ|DcbG4@7~D1jD{<0v$a>6$5s7zoC+m;u@B> zT_UE$?q91h6(<7jNzD<~|== z!8T6ba;-G3rA=SL0fbCfMzh}?jGyj^m>slPB}!|eD6&TNtn4?vDt8x+k0Y*@v9c~` z!jPv%QR2*tnberjY%IqyS~;ABglqEX(;Z8OB(Zrb^EaOWeCKdnjy<`e)t;27>e57y zU4KQ?2uJ6NfyEui4Cps|%Am4J*d4)?ds~R|`fl zYZW7Hz?PZ^Z5Vp$z<)UF@sB`{uZQ3QEYk{0r-h#Cqdn z(}icvfk3@!DD%J}xoK|3&NX{Z|3Lk3{^r_oNMqajB~a3H9P-Xo)UV@JVkDsUyanj2Xzr5qzR{CX0@coH)^tbk|&D%7_wzICk z54ESu_b>ch?uPH6PaCkw_dSPCi!xh(cTlzhe_ja}CvIIXa~fStF$&x<5_q4o3OuhJ z3eZ@8o4jDmrZRr_dC;`^*mQX>q6c_AE(r1;aPGYB4hn=HDn35{!h3j}BD`o5@_9oQ zcz5aooC%iGcB44*g9mg#e4svL-B1xizz@`?T!pMUl2$o4As2vK|&2@e;cCX2=`@15}zq3IW4AmgH6?`23RV(O=5!s~kvr9x!u zW9=tmpD)N}+i&3z>#d~i>kk*@sTchjCdh|I|G3t7Yu&^9M^w1KOTeZ}2(KSoOiWx) zOoFeU+@}BiQADafjx(b__$QY%9Jj1qUr~CiJf4W;i z2pIUkCRac~|DzE>LjVvUK*0aAy7DiL2*y%1OEhxpg@2Cn17cmP#`b>#Lw-OPmSnfb>*Lgho;^j{Urr$&Sf55R;6gZVUxpuj&zSU|)PAfP_CS3ZYVFc1Och@kL@U@)Hx zEbyR6phzDe5fU^6(#Pb=#{$bo!U6^L$r63UE8y@bkT59FP$)1EpZy9z?9(IyNBZnn zKI0V}G)QDHg!#-?K2}$dKFgI) znFt033l16!6$}SJjsrx*`Jjj}!Ehl_abe(bVc~G$fVc?IxJZzAfB-x&96TU09vTEb zK5Y5*^F3|=iHSzW*nJt))vXL~COD*vllx&6l>+Ug?hD#;58X4>xi zAxms9?v__a3r0vhpGYd_M;_|MzKN$%z1NEh%}ZW7NOGM z{;VX6SfC^wW_|~|zRmP_Kz_(}J91Bv4Fa{x!TU+YP#a@ocLbPWhIPNsvA~(6%nA8( z#F=My9Acpzd3#=*8NHEMEEFac7of|IC6biQ82#n{qwF2S^ZNFN+dK9h+i1)tjg7`= zlE!Fbv$1X4w$a$OZQDuX$?2bJ2-4NoAKyM$|CLcj3f(+)doLOV0cJYLZNz;zuAUo|tjxVoW>Y zz-5r3>)M=_Wy-$tBh6Za^HYNS44i?vnqHhtq7!&24YZG0i)nfmR&`Ns8uZaoY1D#B zj^F$l=pfw2Wh8~hDPaeGzfvy}et;@t^Wzq}w6+DC zK1P_bET0~lW~pEZ?rASOXul@;Vn0*uu&0;I!ng(*Boft@RViIlbl4zbm34QM5?*I$N5GKxa&Nf#dF{lm zwo5|~+Oj(Xh5nOwMj;PNFQRVwZOd&aEieaNcdZVM7$NMeZR|OeY3S1^)M*-h?_p_N z!VNw3IPxj(uYn_tHv7pT5{8-@1AC+fP6L=c+ai27Grc6)PE0A>jS}24<8N7Gnw9dD zpzO$Am_v7qg|9E}b+z_@m%3$>G`{wkdttuhjASlHzyxdRtoV*NtG6k+y`sA>W zyKXlHq7>sB-X62K7sh~xdaS!5WJ1R^5Wh-%;DcRZCgAw><0;%H0%l|?sN;q73FN=P z-iIk?Fn0Yz5o4|mWoP`Ce7O!hGDn;9PZZ}QNfNB2uUrH-)pm#mq!)KFZFsTYf`7)7 zBK9AO{7A43(=*tfIap%xpqZv#H``ff17kfgtc)7gAU$8eslz&mL?j3&C&k49(@DR^ zqjuKsaNQDPtK5xAoEzk0=i-;un~7!BGN?OR;)-3rrrs4ynUktdErkmC5wa8C9s1Zq z@A%C(msgLGwP}=7#V$w}ag}^_X+VBq%7f4#b&y?kM5z|?7ZVxSdLdU2);NP(6bf z#ZKZpBwUj;X;flRy#AL>8bPWf+t>s5B5v&=g~0dNjGMb1?o-n-eQ^8qk+nlP;bIc1 zT#G1B=uSDx$~cXNWeT$x1x=Ozq{NDHAqVCmIN8W-hzeUo%xeLU500q(z?2Q42oYHv zmr@Krx+b!$_J#!(w5lS!)h1gm30+ZhrQ`2(z6c{^0$RzC+}k37^J1jKA7iX5bve-C zCG{jH$|++I{($o&3zV<2<|7c|)dc(PwcMXYV!u#j4lVFq+8|`#*c1zYKNW*H{@%Rs zhhmDpL^qC{G=bZ~uy$6L9_FyKnkcc7ultD5szoJKXQp`jYEN@sZPpCLa8fH3TB@8> zpG~dqP%RavOJ>`m6oU0o&#HbdLaH`CXoXRmu$OOPs;RlU^R;46=10OnYQ3Jfbdv})9%GHRZ3jix@kMA*d3bSXfT_e23gEyfFC1vLUTlcABdhV`_{ zaivlooZKCLF7sh5V~c0F4vp?Mh87Ju#Izj5U6wA-wgyLY+_hyzaqpVy``0M{4Wx5x z25AdV(v<%F=)e@yGrgw+?i`YJ2QRLmMV(X3ndLvHQl|b2jJMBAwkZxN8Ry7a*eg>X z=NsuI7WzS46Yfm63@oB9n^hoSQbFsoSmC##49DL4n2=n-+U5M(q5TUmtm0 z&COt+ShPk@qDS{0&O0$g@XIhCI=@+Uhixvdm_-{UBZi(tO519Z!YEDRqWcRNrzW$f zpOdmoNSzPx&M>&G9~aUaQDiKih!i#X{8rW z6oc+Lun6yvW5P|TKKg~?b^Cc?vg5vS^6h-^2LSQ$4P-C872FZ`zEJ;$OA({#f&?RT ztBkN_BFuAt#9HvYwD|VW>xKGi>;>8xL^~)#>Qi;?rtt7Pbi`kDT^cY`9F%z&^Z=-# zy>s|bUppTrS&Xr(>l-D}KZ z^4?u9$Vt@JH@M%8lEo@L(8u%8IZVu^?8ZlC$9$n)o72RpPSsAt$BS+Wou3*_RKnX- z)he~YQL~X~VT$+3Mm6Bd!C;7F3(aQ<#*>mW03XaBoeGJu*dhDC#i&vD_mv$URUjUR zDx!p=K#s>Nhlj-xsTSJNL9cVH`4mxLv*#&+lvV#qMo=B$adh>3_K z^^Y2~C@HcI4G7z#wg>$-v)K)!v5i1>3Sevss1^(RRUAF`=sNmARdB))eMDZCWEzr5 zFq(<5maQ|217Ms1gE**t zI}`wQIj+5er{hBZz#TDr3t-z+JK``c#&{po{wN{89}LwGaffh@iN#h9nGR>M zv$<>xE7apgqd{vf3Jh-k!IT_>^V`$x$)}k*@TW;+^btb>E}FdhXXxf6)1s6u34y#V zh~Fe>h?0SXMK%-EhIS=r8aByrCefiOc2&p5^^(qP4wkc`sSnW6Y%w0xP4WUIK0@l| zCVx`uT+%I$gWnz@i%iibj+L=W0&GCRi9Uzen#VCKg;M%6w0zrXTgxy`S3s91UoS@k zC)7~GrC%?oG3>S};xOrtf(iRH9DEN6%_aT;xajYahLAWJaE^M#$U7Wp13vxvp6_u$_F#_n&S{h ze&FI{PjjVzF3lkgQ6<6svhWB)*5%Lx6YrXm_<1F9OgvP=B{Fb0as~@Y5H|??IreN2 zvq8ZbNfJr4B@yR@l6yK$qBQ?!ZUG~%z93${KUHDuQ?UC{ylH7+16vkYOVKP>5QPRD z2d%6EUXdeC@{79HxJ!|9ODr>}R0B=Qh|7krIaF4KZAjYN0a_@0!= z8qyL+oV56wv`2C^y)Y;6Y7La&hugsriWM`jKy~ zV}f!Gyw;DhPa4I$)cMx9%q<#4EZdn~rE(S;;d@*;-am3=NQ#<95{6-zIa|``gevB_ zQKq9!v!w*R%*x{MQtewv%grheHK4**3L{G^c$m}JG)kAgrtEN|R|r=9(QwFoE^))o zBgTkJkcur1%v4?~O;)R3C@m6J&#*~N_d6+{EG_Mjs)5^vQ8TN7O0Gg!t?+j()yGTm zFwDO#%_A}AFycyJq{*cMIT~soRsiveXbQztuqR&i8d>>0Iz(Q^=9V|ag?kH zQLkm^!5lfM@_1w;y07JLCClWl>nqiZ8o{^-EpId{&5^K&Zc#U0ty3@iEl5|^jSHq) zQ@#jSHPuqbi=Vg=0;f^kFuLC$0&6QK-MIb1N0jDDb~OThk|@fODb35JSsE^i)XOwN z8O_nr!kR)(8@_GFprBSW~!)61rNX z)zae6QkZiZpU&MndR^jmn$o0cNWZ1qI@;PH-OA8{kQ!D|>Q)CMRcJd{qn6etKvx^a z^Gh^LJaNi?#=OuTbX>aNmZWu>7s1mutdX8%j&I$UBR>;J8ej2>Q@+?2k96T?ci*fw%(ytLNw+2S zz6|B@4mG%ql*pLrw2fpEbjWHBdj6!vvE z%MH8F6JUadPgp*BrZ$?%$^!nGGLHGan}xYtRS@6XT7E z=A9@6L&iFV+J$T47Xs!-j}spcY`S$bPNy}$j;u!yB!rI~hEG0(XY`+jORSD?ueDxi zk+r{$ju7;uhS!EO|7L5MM0%Urd+l|7?GG92JZ+tz*`6e*=#z!F>gMhFaW?KvKS32S zFn$_%55h%HAt;iZll)Go&j$UEbO%xjw1#Hb2KwtH(EI;4uwd(YbmyW2`-3 zMp%ow9+5jJA4)JlgJ1cIh>qmG*nKkUV(M@}kJihaH_p+|oAJ|6cIhZ}@#sef#M{C{ zYgJ0d?1}j_@6VZ7hT*Fp$nl6-Z0$3t^n)L|mYnv5LzFqIw}p+Daon{PVL>Hz*-5B~ ziMI2l>GHV-%j#+76+yRU)|wh+!Wz)nw7S;vP074=s5(r=q?gvZx8+zj-*TSiQsG!X zJ1Ay(wtX<_EzFc~O_p#W=&k$9w>bsG2-?#Yuce8GjKu=Wl~W{`Gt0Sj#7#toCH{={ z#_={Mi=}&{9&M8KZA)l2t!W;uc@10p%1mf`>NIYp?Kok|4M> zg^6u%xhc5MM{tqD8RvuNbbAULYe=OV$sUK2KD%5KM?ZjQ!OW{N69**Q$6OoxHb?8G za>w-N%Mu(r9*ih)=^Huxhi+{{p6%#z{HF=Q#|=8O>_{7QRwoqGryW*1R2N6YmfJWw z^XM-JHjHKE9UJ%V+iARw4Kf3PX=iQj2ch`j`Wa}8R!0d$9XEu#+L6dg>gP>5XUYht z0i%Z=m1mcNyXP^R*pc-x&*4*vL7)TotJt79YJMUmy!irO`A_f-zkhu!hIucPAG69c>RXm(?J4`c=Z$p-Eq z5`(Gp2*`8=A%9JAIRfas<-NS!c^l?4!l0C2O0T{XzRV37M`aTjqsuyfe?P0OymgZ4 z#1}Y2;6G-ln!t^`-s0a)twbBUx+TgwsaiiGJv-6vJXDSPgXeYn6L=h`aBHW1QIEKY z*l`N-JeHlj*V?>>jkvR7T)vOIl>c2dw~oP8buWU9?n=BEr+Zk%KOc>N5mj}eUiByn zy2mEiy8}K2S*}rkd(z9^GLdgd^SW6@dDPrQEAD*eD%rmnyDKHSA+CYph;GGX{!_ZS z?B<+L+G*PuM4tRm$KTGF-$6k8ZWw^VKt{m!o)I5+acmlW@DJ;vBY$?En8s$P55+`^BHN^Bi81c7d*PJkKw@Q_uXE5e&ZYtoKV0bL6del|Uz1|DF>IIqypT4>GS+yd6KSwH`& z8`eBV*xT4(VXQx_7d@BRp;f*6QWi(eaGxw}#gFL;qU(qZv?4woVC2U1RB3G64sUCj zPYRAi&h1Lj;F1nWQG^IZNHQwf$I|rZQH<85m-bmp{WN*4mV!x{V#-x*iLa~0&I*_1 z8?YeTuQ{@tvy~IPyqTVO@I5n+^Iw7lePdJX%Nv*k15Z$%652iv6eJB&QkDleYeM$R z=K%iT5(e&CD=H6`&Xp7?3fs)`Aw7eQqt?`iiQP8HI4tIZ`^B*L`YOe#B>jL=kY;fH z?pVwX_i1to#_;#o08nwAmAZw%&HRjtVeiC}>FAK+qQz)G_3)UCuVNFFm{uL5$$Z^{ zmMeoeY z)VTM}5FbX?-JuRP{Ca@HdORV08o2rP*dl#eRSJ~%tE6& zFGS)hOy!@Kz-Y~tmY%q$3hF*pm~c&UQ=ipy$OR@M`In-S9w+AWHCjeG_G|vMkunm{ zVL-Bo@B?Rd#AwHJ4ROV;BM889h*^cC^@N5cLnu*&B9WxE1&$$M_Z(0zOjn1*n{KBU z4zZrC%Y|vaB0OH8^b?%W`x@hu<354&ll25i8~FabpKGd{b73~Ia?b;gfaalzMF!w& zEucM77Xx;xe-Uu$4a)fQ^AXk3+vE$sB>Q(ZV2(w{B1&&rIC3zl2--2_l28@JN{9ik zKB0`Qf>fNFBcLo_XLMD;1q2=wq_Z9a=%IF{|GKxh4oVAY(i+>+~r;@z#X< zw@|lt0cU{*fwn}Ib)dc3`B*WN_VciR;xPoXq#2QAi@2mpspl!$Cc<);kV-0&t_ z-u>o0-;-55LgheJi{J)&MJK8yF*h|S>y*OC=F6Xd-b+Q-A8Q8`l7(1dR+@eyqfx#DkY^i#$CRWrW2>b2C0$Q>ZjOh}El(3q#w0vY}yUd%ON)x^Zk3 znQbT-+qNapI3we^+Jf7*YCG!1s3#Tg_PGI9H)&*zJNC=2lSOPmq*1l}sj>%Y1291vGBDZo5V_IC9_iF8wqj65M8 zP%Ub#K+_6Zirs#1kSZRvWKQH6JYghgU2kub?bO^@6lu&k^svrs(sLxAp!o2uFbAqH zihwAaKxzu4vYy0k8&JlNJyCEof#PkfK&Og62DxiSEv?;>lHFd8ciSjGt-Ys62v|JZ zCYCe2U3nsgQStYigkJYu!l>pkOS#+7u;l}uL$*nw3F|Bv519Zg?$(fv%iJ>jqp`~7 zkhn^7k05tTZO+EgEJoV^V_swNPVTw(@$$+So>TjK_C;b`M--`?V+#t`1Ip}7W!OMmJ zE7=xya@$U8go`^*rc-tm&kU56>kP-nMM4SLT@jx*m)G;kq0U2g0v}on z$oF=A&}lOs`JHr7=QYdg%Z4nQhr~Q*V zvVbU*u4f(u@mmkm(=*(Mu%=b_{Z=>svYpuL`Ia9v7sbEx*meKL`T?x8+~Ri$w(u3Q zcHJoneynI8%u4i3+lzSvOt~P!oj_k&*9Wr#JQGBI{mZPN`cp#Ab)jOUp1%~Mhts0> zwPT8wVrz9Fh6`Qib??*)O$n31&2bZi)4im1W39Cj5eSpf3s;$SlDzVgYYAUS3sH`B zQ@9I5pL9~k3(E@iuv819*arM_7dg@ za~cTf*!R+=_ww|K@QLz&q=;DJdwK6fT+#a=(ouzZMMXvX_+>rLX!rQO%ORQF!OVM2nEmusl zO$?YWrbXYUjrd9JtX~N7>ra9K#x~K94w1o!Z$;~?(MN~K{VNLm|3Fnf&;&ph*xY}i zDp>zPRlxrjssaTLfctM+1@gZFLEvEjY6O8p0zQBhl>Y!L|5LRB1qJv3RtTWL!2cJs z0{36Q%D)>y9RHt2&|l{Y00kCc{m}^e53Pa#2M+aDxblx}3J(qo4+-_}Owh*@ zcrXNTxPQfh{za<*@c(L8AYuM-t{?%>kidZd2v?90!GRD6e=|YQP(XNaWH8jfwiQ^& zzk~_^9|Z~?1sWCw2Kq0j0uO=m;Z^}Sqr$-c%doFd=XOl(+!qzg-|?Xna60J~#nBEZSdA1qg?a0)vkRg^%;0T5%+R#v;IkBm@W$ z!hZyUfdBTa0KO9;ArV6o62o8<1OMe&L4zg6ha>?olYmi@z@w93LX!|clA^(rl0cEc z;E^FjMH8dqPJRS`y8Vx!!Ej%$T5SI=ckpUf@5sZTol9>^P=C5i6{u2|BkO>8s2_Nwz zFvJW{US;G4Dc60V-N*sNFWMI0raE* z4pM+nDX4EBZWRT9mjZqu4pn#&<~zas=jzSPa=+1`~Qbtg)&;Y zv2wlD`9G+NHw1#Co5ifKh#jpc8pOvmXm>O@f`7x~k5WW@CbuWj=Gz~dlerk|YD2cW zBi@0SS7Xog9atE;ISYE+ciUF1MB?e|EsftK3(d(hEqTE8my2S`u-XYYY^lXK!zL`p z`UIzjRn70mJ&KrsND1;F?Dt+5@WX!7U6zG$ciywPsx)jUuMUxy_1o5bUYFVO!Hun) zC7V24(hXa&da6M?4QkjdhqwX=QttwWZ7HmIhiJk8%n7J2w>R11&0sdmhc%ze0_?Rw zB41byZd^UIU49l??;P8^=|jDUJ(nT;5W#zA36iaKDhl6fmutj`20jxqS4vJ!QV!du zoov<#!JklLmr85;aq$IhlNK)k}>%p7+QUhNxO*}lBF*bEbgb^#6 zUZ*z6Ehmzs0299eEhU%7F2KWP`uUC&6}DUqo0GnqxRNJ)9#LGcO0&Z&jtFQNS$7Ik z1VEybqDlCCNY4CD4J|%5Wo8xYJ(dW3w$h|;N`_u7Y01v)EidjtF=tHKp=~{B*Q-6E zcdE)+sBo3kpe4@lT?=7sTP90m%sKNML9AZowVM-=#Z&78Y5^Rc7!V|6a|)xq|kiito%Uf~B?ol@NQ&nc7;iF#$%2zPMj7Ewc{RuXED0 zf3_~B@#R{$cIs=}#2xgLSc#C4!VFJY!!hoDWMNUh!q><4N1b%luuaB`revWy z1i`5Lilk1?<-za6Dp)ks#uL5f;CHLXGam>!;^I(oA?bfTdo}mfl|q5iA0F#pN6%`n zF8U)HB5z`ro$^W`MD^!5h<^e-4Wt<)gY-Q3k`t?3?pMb)Y5WTp#M8zD8-r+?0wm6ErM=@%CkCr|ITg>2t0^UeDn(4x3 z<`5gg7Z3RHq$5gq{Cz4<^^ID}nrtfZJvRi@)=R*GyJTj^Q11DQigyzJdwt@^E*F9p zVz*wJ=-#Hd@P<+xH!Z&1b-s#prjXWEn&&7qMCu$dZL-a0VHLo z)~#Hj{P2Wc=37#=JVYdv@J&sbWTE=!cY5p2<&{{$UkGz#fe$(_N@FuB?(o89%#BOR z6#SU^Wp5EGB2Qr{2Q_WJ3{@^6VQLIkjz!~yl2n2NJ_HL1c40B6xLidt&(DigyW^+u z6Ld@4Xb;48ZQ{PjQljhZ7u`Xjm*QjU^`VL?mEf*vm;TFhpqZ)C5fUa_1gRA$h^aU< zIXE&!+Ha$Jk&vAbxkSf2bDx56Ti!LBEK{d{O@%qt)7J~p?%V%Wy1 zawX%W1tmgN9TseqmQL!1@L5GgE+X8VVi-ezVPHzX2ymBGhB)+z0J}fuYbu1KrS@=# zaBF%3VsMF|c`~rRJ;bW=R~EkUb}*taU$@NxKf7isZoO>FZ;+I*~?+bGx^JA8_t``FbqpUSR&ID7-t=`n{`P;HA z^oe{FMX5K_K* zec;_0N&4JkBDn<;S?qV8eEz<{%hxSMMn|{JFiWTrx5e1o%%n^0n;rmu1#OjB{Os6| zQYY*U!~jbNB+=Vo)p*V4o94Q%Qd?`c*8)(WYwx058n^h+T5_Hvno?Wg%yM+Ur1G z=BLxZCs*BLZ4s%)gC7qc!@D}i`52(9UMI=xx-2wDd$+Ao;|@?kM5cX(KKTVxBE#vy z3Uw)Cz@LJ{;iG12v`+Tj{j>&w$U*t{quRH~nt5~I2hWg0*Dh7(I~X+jATJ>pl_EAN zGbKb)ae(Zhig%I-0UBG!BKm5Q>q3$@;ZLWt0i9S-zvjWiXz{10sz-E{k2NzKezE1xr{( z)MiB}!O9DM)WyX0)h=<-0j#Rl7F0ZAOO9fJK4$%aJT+l9(_s%_o{3FY_s?B{u=>e}YqC5FG_Ax|TxuIm5>v>?JvLM~f-sup@=%JvGR@4vMiCobewX!c39_ zO?E;uIIaIIk)S92j8H=hH1>9%j_QQ^wKDWWtO$EWA)Nj|Vb0;3(}9VoP((SI@3M(6 zbc2%*3w*6aG{Qr8>z)_Oks)eg7~OO`S(EQ*a zloDdaqR=;+5Xlh3m~P*&fmlJ)D9YNnFEvqL7ZLwl1uYNhPxvcV6Rj>!0@#zv{?Wp9M#hv(l66ztN<%i-!=6`0f7}H3G1uANuK9D;~ zpt~<8kvqpR8hhEA#x%wRH;GU*;lyQ&%ZG<}xG%=9HN^AbB-;7JUYkIvLIssRg`||A zv#C2BJ^G(OC3`>x+Lgcr4*6oIqzV;$4sVL4+D?IAOyo^=l7qtukhDJ@bm-)Y_=;{Ox+uyF*ZNc~q;x1EUlJz~1n2iHM0$cIWJ(Thz=*0XM-wD$jgA-K4Y-0SwUx zC)z8~@rw%TH`*vVnw$z#bn4O~)MKD5$V~t033G_KxRtB8*))6k$t?I8R@^1$bh*e2 zFH`Ghst`(UFp59sfVt4moY2x-MdLu@ql_r{uj0`X;#ck)O#yq(2^uY>ZX-qECq*yf zSWSW@O(n5~8kv+D`K=>ma5ecq1tEV&BWp^gy_+Tw8zn(6hX<9GiI0?b&KD*eh0+vb z)-z|4h6W3%6=G=QtR7dqH|1Nj_JVJ_} zN(Gp-&$kcn(6ap*ddmr7LNm3b>uyFe@1|<(5ONbz8v{q|kw?%%RvJrT+=TJf zMCma7&BFtv8kAD2MAYLgUg}c25_MLyV^%Tp1&nbgcdKC$S`)GpLTcQ~=$>lLR#O@^zk4Gz{-JHLA9jJ%Y=v2^=s%4@IIY?N zh==fCOp`#7gar_%!G;;s7lUw(>&v3jT3dvq+fS!jZC4a@QSzL^N)tlnA|L1{I!%E@8G&N21Um6gs0w;l`@Am?inO<4!3 zMFSXKN$ztFt9zF0Y9;&HZ=~|xWBkUSFWvNR&02?EF0Os}?j6Xy8GK{yjJ#!R%q7g_ z;l<{ev^ibMYvq}zT}U`BfQGgtyk2XuK2jfVL#=+vvlhDY0rr^o$Sbs3gr11(PDAr@ zP0sw@(@y)gZilvNUeH-zCcq=Zrdd@pZ$*3{sIAzmH3yK^ABhN$$k8EyhMpANoj{Ko zqSZM++Sjq#8}Ztw?cVU2H!5)?Adq)N`=#mR_s|GWw<{fbj=Ot(cwfV7loA34X?W_d zRy_*5;gXlpeD}7S?8t7YLi6;o{O5jIM6@iykIOndE{j3M(VjluMy0P<*lM=HTTWjc7>2>AlmCmPa zZRr!>9<`ybC8cWvhXezBqm9TF)f4n%YP{o~XKc1Tiz<<+P{ksE(Z}#MyHqBdaO;y_iBx!6=aWcX(weM z4&by^&4AYD*~VKP7-mJ^)X>&C4%gR&%4g&F(7fN)lg{TNHKu4I7Two2vI(ZHkX$OC z%TkcK|9F&q_sD!9+&rUSbwTVq3$%svw>kTTM#i#Hs zvWZ>&@=bz?RpCq(yviy8eiVt0HPp5}ec3kI%=`}5;SVc8uO z1_K&rf5ktdFyHfwT)t~Z3yGX!bX!%{**AFKt9f3vV3=TATQomCaGfZ&<=@j}KCXJ* z@h@+R?AXkksOG5D11}w<)BgBU^noe*XVsbcX^f{K&}S5HyDjF(Cq#zqAqPtx z(HcpmJ@4m+7cG(#$48c@Dy#b->@#qZ6C2N?{faYT!NV)w63C=*N-!RrdPH&K~8x*+WW z%?^KOorO7_a|@SCTu`sX5JCddW(x3zHVVDIV`)QrLIUhAndnNP5^d3DbJ6l@C2gJD zE46In2o!n2)p;l{e<5;DIvfe?=-5Rfx|RW5pAcPef4dh)zBciKGwZy+e=i5S=#cRG z1LVJ~v<&E<#q2ic~)5o=jC-!7;$Nxb?(u2Jq6#6^CArSqb^v#>G>)$sBLauU@v z>v50dxy;(h=kh9j{Y69fMMr*vF7qs9(;_bGxl7=geiHQ?li3P?5hTuCBB<(CUiOxqD3c$#5mDmxld zh|BiK*A+xL!iciu!%%bTybry~pXE-`n7|xuE95gf&)Wh?lr1e?aV@^JN85Hh zu0mOE=cc2UFliC-2?dAiljYwK5#w!7unWy<+_Vf7&ZByTQOWq9Jb1d(Og1KqbnRK~ zdk6cIKn!oT9*@-!HiF>TEtljGW(ZN81Fv*8*kB0p(SrMc7e>IG6;F2K^$smHH;`)V z=Vx3|wwNA>MLVj_Sh5c-4e|p-M7OA!41F2cF8Y=z(cx)j-f}PsBJb|6-ioeM=o8!F z6HmxkR4B2T(IMzzksM^ac{gTZ%GS2>9xAV68UF%CKbBDj?z7#_d;iv&4vO}8^xyJ| zyk;?^mi8qyAKsNQk&R+M#4<3KZ96&9ac~gp7}l*TyzDg_eX!Jn=p4&8nYcRiNfuW3 z(GfaE?>Sj)VgK7H86~7pJe4FRs-d2qJmrBYg8JVI%HQX|7m0nxC{mJlYGo;)6M1Fj zkg^|hP&JY_OZax^oAJS-&+kQmTe$gG_ZhXWn=1XtLinRbXY@tB434VRK-_xOp@H0a zG1RWr;6diL)WY`rjJ7AubIiPkT6)xihV+-;;|z=EPTRo)wtsp~h%%-peb+IRm&Kb5 zop=4&nt>A0H@{?O^u!GnwIh}IkMtvr{64R=>q+LslFMe^DkdmheAoH>r|#)cDQVnA zH8IHdyH*C{g40n%7L>XKqKkn&Z2`Iw$aOm-&1cy-#77SKCk4{{O??fCi)daR7SOE)Ba@}*%j)UP-e_Hm-7u-u(?@f69+ZKkW#jfRy9IIF4}~x{=9hu5JcU6e{B~#N_lIi@ zzQ$Mx$BfoHm4y`2?J(!W;g}nDG{;uUsU_4s!rnSIE+<&6?~34?fM0L$i&=3j9Xo1} z0%F+mQW8z?GV@QSJw4sFN67jLZwZ~)^|QXC9(lIx@E9(Ayw*>x^gAY!A^58V=RJb2 z<0wjB=(8&Wm&64UKlxpnM7}2*i19X@Mu#XXLoe&K5JA;Ir^?Jz(9mEpdB#NS*%No} zhz!WvQF(i>>e9>?id*|IC#=!nk?RHy^K>99sEKMrRn+vW^XDfvXpz_HJPovQeRJ+k zm!yU{62Vu9aVgTGWM$Z4DFVfi<1{KK&$FBB8JU4qW1`Nmsx%dayI~aabAEkeZDp^?I6+H&PNip2MVyNs$4a+mpUw6tFzILqEz-g`$2n5GFYE}5wFiuQAj+FHS`){;PmPm%CRijt#3D$ zVJl-I{u@TIaNE9|ls-?Rb6VMw-yu`v_Jr{|u`W3lGxQoGTO6BRndR%ews}Gx>{BR~ z(ANoV<#O|nv#ROBc1%!Z$o?vc*2<_{daxNpcAWzcjeoN9tju<(Y;vbkL8*~MCP ze271{Ktfr=#QV}RlVD(cTcmZ?Q{|q$W2kl>QdJ-MrG)tp;~M9m7BcAR=0z#6uB4&D#)5 zq|=GDO0Wi&U(8Z62iokHWHPbQ7yeDG!v&@g74@2IZruJx-7 zNT@F=fEe*CTcb2L)>$frOqC$(7LG##Moqs zr%B?c(2383E7p+TRQM}^Hg(&T^yE-D_tH-_hq@@YlUJbS^6a~D zW9QqM9Wqb0SENk~%-RX7ttY5%QjS5=73 zAm%5R!!`4mD!l|2CQE+zjY}n*mldB5=V`zD%QE@5#q0CO1)jHynoIUW>`2!YRh3)n zF^@|R5V6i0=p#WX=yq&O?7mIT@-%A9ubmY6dH})%E=0ahStEO()Hghj_P^ivBDh^H zCO&L$QvGR_fA7EFdOgaDep;Tq*s*_q(;W2OKSX|gIs8Zi9eRPpFTD~%1iCZ@0O83f zD1zYhf>7c7kXnMTWdbl3ZLqKGPicbJ(t-%-x!t{8h##oR9WSz0EHq*_h`c-D!z{HU zh(SOxt0{D7-z|?Pgp)3WSKf_&#*0}mM2N_PIMhwp#)13VZROhqkI~bd7fgmIOq?(D zpeaoLkp>DE-iYb($`z&+;iVfBW>^zuOeb$R70yu|m zM_;7Jz8C*Yh|2)y6I(C$SnthjuZ$}{@16+BuTCCFQDJ&f5#BxlQBiQkJ}!d#WBopD z)1Gy|ziFT+d{OB!QQ5UVq&-pjS5XDTeol=3ga7G7A^8AJa>3^R3pBy`4`}j_6Xic0 z9{}2aBPJh63H1L;`9S|)J3fC^C}96>L;0uXL-B9E+Dijh1917+m=<{Ji zfdc!mroaN=VZn(1Hhumb^g)6HVEiArxLBPX+f4u!K8;b2;56Z{+ z+CNR7e>^BK;7H&INZ^P_5U@y)ut-o)|D)+c284nI!u&-{fC%7!g(x402^<6p7$*t@ z5Cszc12Oq`$_Ef5SZ=#L0&N1swt#3jzlb1_uQS7eI~+frAT; zjthhQ!I$8{A>pAz{>}INm7pNtBf{e&!{TE>;NyPqCI9O90O1HwU-_4+$bN2@sJ47wSWTLPGrEK~eeJ^g%}Y2>Ots!;xaa zkilV-eefkP1QdW^3JA(i0G7W76lgL^IDAS(EJ`36B?<~98ju7fx{+S+#%K%HsfQH2g5Mu-=F#?SK-SmNGU_>Bi!bV}n!1!QFn5khtqY|*< zqp(46u^~{i17z5tzp%qG|6@bp02kswru=_sJE!POzc<0g{9?0W+eTIFRBTji+m%$z zif!ArZQHi>O@9CGo}OOAo4J1P&c(aVdd`0K<^s{KXOJe$e1x-|7qD%j89Uo2< z|JHwjCazS>+Q=_~C(_N;JAENprQB4aVNGq3B%~lL$r1ZnjORY6eB3ohQwiLHW^~r| z!iw?qThIDDQvM>{s-_^aS`|EoXs9-r8_nCa*gbC0Ed%sUpChNYvs#R%>zl3KslIp~Pm2VJ_7}7F z!7vu*InadeC*(u~COgiF`rfCY`r8CU3$9y1&(^MKu4g+G$$mSs!_WbD4X(O@#~0vw zPUwhc26T*K$7{c_7mMQ@aGsBdoC^Hav-lE0SH?rfnbjv^NP3?Mg1$#J8HNgv9_2{YUvXp;J7KNjy%c4u1bdWj*PmWD;Cw$hcI z2x*22))kVPmp2;bU1T^!?UV+zZjM?acdl~MdECv`@p~SM$D;M95bRIMG#i z&Hu!MAHr*MlxUbGeAgTsWQbT!@O2vAsBWGw0}Ihlyz|el;YhhDeZ?#<9wv57zaL(+ z2zMC4wQOgZQ~ZH&GL#mdVv)wAgtZmNa%T)k^kW}S#pULtlS)oq7@Noszr=GI&73B< z&wWo$N9>Zn0$MZ8j&oT*Y`GM#v-iSv;d7Xsm@FOqc1bNQ-1y+3M%o~wy{MS$gh1r# z3Ap=c+46h(U3-*@cTR{N%!*st9NzXYfv%Cr4>=irAW>S4{G`o1Xs@)5<(++EugaHl;^>>l+;th~DFC{guYgZOvw=}YM;)9yI;}T zY5F%Y955KWpWi80V}5v*JxZ;^lgQTMd^(LwXt@1I10^K;4)f6jCJE1G#L5+06B31d z5EItcTn2)G^{W;05^Co`5ut~-5<5susOTq>pL>+e)lDr`jsHU1m3CGr3 zeZA+GiwraD4$g; z?m%(>^4JtYY+@czDFtnWcuZG_BLYwjxtSD&G;E^`ytcy0g5)C#9ev3a0DarD12CQQSAX2DEQ2u3eY$j>?@_~8Gb#iQxUyo^zWQZ^U;*zJY{ zD>i5kMBq0K<>XSVPrRT#5z^urEh+RT$%rqNuF_EY(T`qqe%;N}S}G+N;Ot07Pm!L_ zHlItTl2->hulQ2O%ltW+Ng8CK8g%;ewH^ZPBmIzLcY3NSaUr3a&x%NqXV|_0gRFJC z|3~A{B)8uUjqSq$W6C{^X%C7?9~~7jtJ6X}$DIiq#;|(Uu%I2yVw$lm-P^3i0w$3E zk;2Zp$VLfSST}4wq7{6lzkYP7K)_U&^`pZonEH#Xlax%K^rl@tah52 ztp&>7Xu4iS1@CP(TRo>;x1f~C=~_h<5xk~W=K?NIO6yk2l{|8M!`UEb#VO&YiMln@ zE!J(Uo8^(pFX%*OtxQ{CGw<6CzcDPShu-Yr5{m6W3f7K$i9VRpA5_!}zi?@cph7il z6WL2kEa`PERqR@^1{-5mfN->pwWi6tsuO|-W)+xAhdK6H7%5<;<5Q`B&)Z(CnD)1T zGH3Hjq$xJXnn8AydWBYb0Wk{CoXhZ1!?ox+p?s+^7VQdYeshYT`FTlG!4MHhUpLBi}+o<d#=q4`TC`D2=LD zfRnfbys_YldK-kMmg^F_A>6macEi@X7~!`{)!bhnoPff>C2x6+x$>J{LplB~2?^y`Uy=A(Uk&g#Wzr=MrodL3e}Z*l}}q(o#%D5Kvugyyvpc9^Kd)Yw+%@Qa~-98@KNZX#@x)& z33~BXKCj#@!wY)3YdQIc$%ZlDkL224kR6xh< z6>ewhsfVP{TI+RM3sc@M*ArBRT0#UbJ#R6G@2enOR<1Jv)E+sBU*|x6iu_ zB<~~ks{l|sB9Q!sHg?oB>!aMb(iKOsT2sbfT6X}B4lvJ-KKS^FaKig^N`5#wTaR6| ztoyESAJ+)TXqI$*_+m$Q`dzvvCx!fj40?`h+}bbkV;k+A&_2KuQjoZ7Xy5nZuGrEP zIja~X_FB~uP7>DEN8GoK<4!6xXW1TY0|Zhfltg25v@0hWdY8gD_mQ>m6>OZ4Mt@ zw2vHY4(;!Q^m8fwSpB`Qxlk`$0FcQ}u1ijE#guv3->zM4KmHJm9y+$wc%zUx3LE%{ zD|iVId%<=4mmYaRVF!r)k!}<6d^7gUKIDCU^8O8thD8M;X7D@a!E8|#X~+*Y;nA3c zE5N`p;5jkqqtP2#LKr-Ws{`6&un1j-3RUdMYstjCUClqJ->(J5@Dm+E+f9S%$eWY+ zkJ1gKc(s4VPe)U(AQN$ZjXR%2c3)~Y-+fGr+gwjR6c09F2!>a)QQ(2U8I=`LzgvnJ zd0n1KTC=SV7m0GAD;J7SEKI1LkdK*I=r=Qm6%whcBcBLxSifmks$un5PCC3q`ya`k zNvJRl|e_qCgw$xsX~Q8+)5 zb3?O`kf|AO651#hulSMIYKU9Xak%@J5t_-YO;l$>J$8CI8az1;CO^!~%uo3x&U!m? znG^qYvs>WU}RZSnB0)3-(%cMv5=!WRNNN=vg651?P6%21ct84(1N9| zZWI0zimw_A1{JOc8xt7fR95__DjECf7+O}<`4C1;i&`M3)_lujd@&gY6a*pf-0k?=|pcQ_p(1&a<7 zmRTa1q~exT@PeT_l43J#n-LNZ5fjmZoC@qopjXVHQG=&j{TsAm@d1nZbuXtV4kEP( zC;XmiN{ZGQ?4oh|_e@fqITe#wBO1EUKtU{9rX*K@CluZzMrJ70${-i0s{9~{CbOE4 zy#2Qf&#Wut&3oJ*P5 zEPd$3pVAz&b_v|rBY-$n>-9N+qo&Xks0mH~n*T;!pgEHxxNNk`6`zP3r|c0`tAQ4= zTFg+8dG;b1T#&BS=tvyq9oa`LrI|^M;*~v$%m9}UV^+!%W;J9Ia$Qo!8{k`kiN@>u#YCzh?^N?IWh`6|T!j{oi!EHi{3=F?N8+kxNGP1xd8~iDUFP-ZUu#Vy2)ulC ziWC*a;vJm0bf|O=cT`}i52#jN15xQ*Sg0;@@lsfcI*dEsK=krLITCzQ19uJbO|h?3 zHG)a@V^|UKT3If2E!|Be#aK}c5H5)ADe-JSGJ&Sh3^uKysUlMfwn)9M@dTMuy6T}6 z8<)38bhO&*sEo2yk7*`PjJ5`$CwIdR(I++CEd?VeEPCIp;x?uD$C#HI9yZlm(VnvI zqf`lhTA~SVR8m1@7f&5|S|e&sgARPLA!yT%h8YrdLvBEUNLiETT9G%rx8P%g7E06T z=^r}iT0Y#GkhJDug(R%A=D(#?bi)D5xW>wsO%lmXNxU&OrS;Nd==NKA zxT)2*OEFxpHTRqiECwxeK+kqet?IwcZ9x8W_6G4(vntuUB2Yg$D?mW@yD&7fXw{3#iWCfyP}exIK44B>$r zuiYGJ8C+}4aieI7Ob{oY33HgO(ZOhJV?6|bfc>*yJkrYL+jR+=eX(WTb#2{OX{ZBZ zy`Gjac{KUFyfKHVJvV24cX%b(p4}9Dh0Ge2?^;c>;r(dLWqY*dOkXzP@tUQh7)81^ z8x7QL=>bXYr0=c$f+(;SGQC%Aoh&I;YMKp*GK0qHP8#^V`9Y;SF9Y%L-A;fW?Y0)? zbhP6$0GxDVCSJW3@Teb}XUI3ARSPeHo3@Yleej|!KU$_ERm;ytx`&aulI?x)wRAWS zzC0>@1YN7fr?mCLz0)SWn-4FWLbC-VeAFVX<^C*eEL2;WxV$kcwY6*oot19%lXjr~t#pWQf+A!rpgo4i9_p}tK$|Yy z3osaN(Yoz5<{dtuy@+=FmhnsjYG@g+gWo=VUWNBQsRh}u9cB@jUUuX)O+`08CDU54 z-YpJ4?N2=EEoE=>7LNM9C9R|?5D za-ZJSQ4XpCRGT`|Y)o#S6|_QP_~^+TZ&NtxTse#3u9yR(onh40#I(*|ee1X5OQ*4( z&yH)smYVi9)_vBR!t&}lk7)XdFcJ=j>bF$$zxkjR)%X+|Uam>(M+23#!Y zAuJBJ#kpGPjum#vY0uh6&LZk8iF*%RD7a!+qjhWPc+xE;lobVZAcu{OR=$tEzSnWe zj!(W$M9Y4I09Z||L#zP4(2JGA_7%#tS*VmH=8Z89YsBx>llT>=R@p0sA9=;}iFfU* zEFEj4UNbw`=%qqy4LZnyI?IL=ZJHB$=hR+1m+Ja)~X&x5f5V-x9lRC4R&`&p+v7W9^ZfT;m;)vO5@^ zqb}<)PDw)QH~}tx#u1~?Jf%iJ@We)9U8a~4W z&t}g~McR1!(9HSH<3~!TSChZaK0RPdz{Ws+5?qTQ`CN8KRc2w>b6Is39(uctfp;5z zV)yek&DulYz|cCA*BMimggFO$-Fzz zYEEXuyqn-SAZk8-d4!_!cr{{Jb8{o0QuFg;3$kO-ZFGT);2`Bv-t}_Mnqb>8YB6tf zOI)`+#Adge&)y7i*{So?YV-66WLvOvX*A>XLi~WE;4-;)O+QN_eDcd@L*n{!U~{)C>QZ=d?#k|hA?FIwXSa%fAClpEbn{e|;LsKs z8+PmLY5dwXd2#aN8aeCuaeURr4`hmPRRi&QwezAG5Aj^$yes`8{Cx*e?{o_|d3%d^ zAsTu4*m;S;7|B zPVhWKcT08Zz99p!!#|^WbwkB4s&jQ6b-Ja=`*?AAM0|bqa`BMHf6oIPQPJPTM!E;f z0>q4-tI6K^5FRCdETIzKVOBm)=%URj+=#aCM_laAWj>~D<`(&&VoW^4G{H;P#Aw-=wQPM-t?|KT3KB}sGWne^a zxq3B_zxQCc;s5qZ3nnLzZ>j&g^S)Lz&oY<$BBYS_P+p4Y799% zuLq6m6Gx^|VTkFYWF)4H^7+~esZRsQ0=wNI4vozBW+MQO(Gr*ORA(^q+5hfD88E`- z{B!rr90g4)-oRyb5SR(|o!&rqpw%*aNzbs+p_gc(SRUMDq0)G5@nVu^n8l)eL2+p9 zPxc^(h9r4`RQ06AE;&swDqL?U2BQf;jX~V4VOGXv6+0C#9;&W3cjUqH_aLtd0iw?8 z{mG#H(P^I6io;e%HTM|)y9Nxd69tl!hTql7!EYcFi4J1Cz5Os{rAzheEIUqqVei@B`?Nc$tQ>u0)_k0Qc+7sH z*>yL@?OtYFW&i9gRw&Gs5bVh=vliNfslV>cjd7n6&+{!&C-QFTqBT zt6sK)*Er!wpyD07XJkDlYqE%+GE@e3XQYM?DdwfPCVxIAJ1t{h+*E)kvb2y5IVO&% zK64HBUgX3Ex=vuQ*_{&W1A)8AEmh%_VL&wf2z;lPS<9~&<3ji2fbN0&eTzs@#tqbx zw0N`PnKWlzLq%O+yy@>c$kgvSd70d+1+8;-`n|d4c0u10%X(QOzYTDHuYd)toE1kV zHbK>HDYeo!jZham+YarYB-U{s%Y8viy^SdajF?h*WnmhC=9#4fjP{?X;Cy?Ngj zPE1y=Tn5f2x-?lE@yL}^u2!ODE=jZYYvWmvM;OgGkoDgZp}X=$ryQ`rvS~=Bh15fB zt?p;H7BO9c#IFVl${b_gHc@|ZKuOxcY1d`LP>X)wi@*Bry|R|5pUAavQ0mNpj}A&) z%%50eu8`-Bi##GqagzIp$sHhWwk=9*dEE4}So% zIy0HV>i$!4rw((hc6c7D4qG3Ep>?DeV4KW$Pk?4d&KKvaBvqv(EaE=PFVX)O02x1W zvy7};tZdvitSEUnaVet8VvK`u(yFORT#Kg~ z3zSixp#8DAidz>4TfrcTH-9<0IQlAqC-h-f#UZ^^jj5WgwoK#pomPfq_o0DM_FTge zM5Q_xt%TBz-cLen)zv*#F-}(9!R3ie6|<%yc;I|oE=?=>alTsM{Is($Olilk$s^0T z!eFd)dGZC&8t9zIqqU~IX3_Ku>%;VohDz)1(mC8-mXVaOME7w~rQ!@Tva)`kqZPInL&Mqf)ld{?Sb!=E{O z*v^BIkds3MUe&JAUku*JJ6F9+QH zaJXK9pMVr#yAj2lTiX>my=7ZOk3^rlQAGk1ifY=w7lzS7IP+8{%s?+Ip(8K( z+C{$4r_j2K^V?ju#=HcVUIY4r>05_73ZK1J;?2tdOO*|@BDWE=&tuzDw~p@36GCR| z+vqBdje$y&@)e8I*uVIPytYyeTOS8e^zA#20$ho%KKH?t-rHY*Z4hyYgJpQy0cB7_ zSL3)-Ie5ZJhs*1BJK;l)TJve2u*iormmizhCc#kUMJiu zJ70XGKM8EJ-!6}iamj?i=NmIW!#F?RpMZDt*Ihs*nrG6IM?4|t+*(QxO41)f&|cjW z@PcE%yI0Nx;n+IfesxZ^2`$tKo$m>mjCMy^2qDu6qm9$t@(NqNc7uuFV_3DHdkXK? z3E`9r;{gh_LMcD~cH!N(!JZ4h<_Qz^=VGD@<>B`FSPGDNwIOMLPqFw;31~kd4g1E{ zOVwUNP1Z!v{+*CVh<5*bYpf6~MBnRPKm(C5i%dR=6Vn^(4P>s%BKscT8XNc|Kmi_{_6Owi|WQ> zQ)&0<8fDP{#EM@;p|`)OkqzoN^l2!I3CetFQTol!6Cd&V%+XU6Wx&kZ#X@)aAp5(l z_r>h-#T|?~cp$`;a{Juih8(=$_4x)}(8XLL#69vmT;KiO%ZEH>hD`UxeVw{Z$U^Db zhkOA&0c;h&^TnLdd%R>M8i&QKtt5i;Nkh{mutO#OgpW($03-tHe?+2J2fa)1q=^1P zmm~?4_$wospe>nbC3y!w9Og6*V7in-@m(0@UkAIg8M3+*Bm7497 z%$1QUP!`S8mI@P*DvFRQNgwqMlq{tiElaPJGz0Y-mny%Pas`vFf#@$ZDzD*_u9uN+ z(3Wnrl5UDm_5=CPT+ufW3y=cPrT>EF{P$cD_`e)5Uue!(s0iwR;Bvm89Qgm0`sK^} z0tEqr{vUJ>2m}}?#J{zQz(K#hL4tz+Pjn766bL*N2ptqC_MiMK*9fGe}RGdM*sr{iH`ck>u_Lz$YOw_V}ej(!T>Pgp)mnamGKd6vVsX=_HK_X~Ce$s%L(7+SYAmGqKQPaYZ{*x<0MW@F?VgUKh0LI1u zAYy`{W`Sa6K_X;9#bpKKVFi%0Vqvi2BeGJ!vVr_$1Np@U;>QLO%?>KU3C+$0p#5TW zctFK@K{RC__4kTfLICuSOie01VKCm!K8&jw1h#z#h@j`;047{S;X+aR+3G` zK|I7kBE-Q|C5Z^7XfR|!0%Spd$-&CXVX-KIxT>ItXo9+H!s`5gM{^oV7s~!`Xin4R zoR0eW=|;H2D$Ac?vVQgbAK+VkA^d;F!msCqfA~dn7w4J8uTDpU z88$~(p9f^)to>0;X>d7ch0h1xS+BR`>TGvQV|HZT_C3z*(RRe+$DiyzcARng0y*sb zr@I|-T-ra5HvNZQIMe+e+#NE#kRR)H?9f@vR$VX+4|N1#Iou+G&h4RpI8W&G5b)Fl z4X-Js1|1ex$%@`r9eWnl(yJf;K(xdJ+_oiR9$SE z4(u7ja( z;!}yUu=jye>#F0zG>IzwRJ`lv?T|GyHjuotp#pfLcsud;LD)&T}>-u3BQMNSKc zm1Pek@a;>KW(Zf()RJz+GD^}$cQ=j#Zbuu9)n|4^fYFFsLBQ{W<1lR-R%ABLoE3gO z%a(K(*$l^v;7q$kHpkY-P(*i=bAg$g8p^QC_j=Wj9r1?_ z(JRCS)iRr|_pbFW&d>3?jaOhofG)_H8g(^wiRBtE{M2<&4VeKoZ!;+R44iZ3Smdym zlyur}n5A0c`g6wt%dOjE(~kGpYG11He%L!oA(UJOd#dm)P>iJRYQ8ff|J95ux}=gn z8O5qje>eMpLK6H{3D>`U^HSfGvD;XuuOKdd?|#T|^?nM|+y3s$MHA=hrxcTtWXG4z zOdn|8kU&-|tJ%(5FBG2kw{uGLTSod(%s}Q*gWr`(l9PE8&hvPKbNBX(qEJGpZQ;uO zQ3;!bSG`|*+Rom9FPvLF2v2Q;#_ia0FJEdoA7i&Byh~~wv#O|wO!Zf&ANmk=O7SQe z2}>-9h{0lZOeZ4+Z5&5FSy`Z%@Ny`l8wUR7d7J?WSnAK9K8XybB-6ZIUoHI`bs;00KFR1)GWH7U34 zMbO4-z&5MPzxJO1DuUA*MESv=iRx?zg73@BX0fa^akOb=41uYvwc^QE5!gtihms_s zidnes-`U2t`@MDovZw|IzNv7_Cg|1`+-VsRp_xxq@z1%)dr&DL_5h|t?loG&hrk`5 zlzsxbdEpZJ}Hqk`p z*k#blT=Gn^9PSlV+>6n$wk=>yqE@lvm8%o%!1To}dLk|)GEhIu$x=L|1vrx#6v2wF z0>k1vsB;pya6ajKZWNbGc=SqGX#SKf7m+0=w@O*n9T{V7e2!2xKxy>`sJRyO_w@GDSg z(zPI!a4uJxumPCLbu<%09KKq7h;v4!gf5tx3oYx{#*cndf?HsBR{wLrq3x*VV7|u!E6lj_-f-m$Q1=TjL($iguFW*cO$qDlC<1F#PfCK!h zXCa=UbyGIUo-UDBm`UgDfs=PVRsyg*XyHlU+f?m8$kUQDm`zx-G{Qd1NG`w-u+1`E zA!~{6pIKUqi9=ycc|5`XmeA~xU!@ERW1^s>_KWABRavj2gYwxA}(-~m1HO9P{=*iSc+ zQ60`&Krdllw$nvJ%~?}A5n=InsY(C=age^^Ac}_bKJb-*=rx|Hh8@2OJt9p z+mEJr{Z%tP%h;41RnGLi9Rpj+w`KJ3^NT_LOFd6*=ca)tI~$rCPJlX^DlpY7!6Z@` z@-I@+TnBcaLHn5^5?e|ieM>i9@*bF=_{u$EbtS#bA!%M~56F^8kCO8u?=zn?HneMR z4sHT^`}V2&RO_Nrw=<~Q2E_p(dsZx^78P{r=*WjZ6;dZ)u=VVMo6>4=L+Gh>P3O!l z>usY=Kx4=3aqn$0uWQW5+PbLY#A?YQrr6M#b^YV?Yr%W(hVUi9E}a1J=}(?)hsjNx z>vpkq+c9}=I=B0S@6dB5rlOOgZA;=6fEps->=hX1ZEBW zrt(E@@r>LQ3+-YZSHeeIM#`p&)DsZLjC2=U+nm=<^lWu?qcPRy`J-NQ2=WsPeU#Eu z(!lwZQeU;(j6luez1nsk+Ul{CI}E-#b;-V8+#ALamVOh*ny zFUINsEfoJaHUA$HCg26~D2@J@Kfc)&&miPezD1a zt{TI6?pZH~QU5lDMZkpPjs!JAMzst=0=hvRjdkUk9r%I4cJ{%j>S{5qM|MMQDhp0= z%qI|gA?5~letBkohfJa5A#qqZlC$-2x7D#VW+D@EXA^&q=40p}ls0jURmEVH0fhgMx};)6^X^+>&e*qa?BIT0(i@(mY0zu^vtHPy8v>QW8U>R!ozxs50gx6V`#lk!q4|O(jAe$T)g9$qv+}(;Buk zpqV?|2@NF?a;jLxp&2h4exRX|JsJ*Nfku1TK?f<(nkiYG%|D<_BZpryXkfD;m^10! zd>*EghC(yXPeSsW(&EXK$w#8zZ&5LEK#(=1_BFDYVNwiZ;%&J9$h;^OQvGSe&b@+7 zHxbGuKlRL^MxwOvobSi7Z}CaO3Hqo>QAy52s7Zcs_orzHIc{-T8A)Ax!6mZDmk5i2 zGf!wX&W>rxD$}qMPDr^sLgjZa@QaP@hxLwr$$u|__y`U2qsmeXE9BGkc|1wdtx2%f zEQl#iVYA3H8MOh|OnBx>u+mJm(fAuEnN$J@)%AYcoRA z*MX<(yMBn&YI33`X5mYOcbHq36q+Da`2g3?5VP{llp?#6f>rb1BDfj7uod;Iammi* zYBTWVVHN4E$1aH0Y(7 zPMDTqXjLpY*GO76POVfKz1CWe(Zy?)G8i}97u21Vlw$E3!>^{gdgi-ZqTKKl3%@j~ zy(M@;5>16x{yEDI{VL44Yh=3TARkmKScIF6Rk`q@3VXJMy+Q6$H+roFX~ov7TmF^e zOyWi`(t{(RCaNb!%z%FqD@$divppYjVxN)}{_Nekr(K!oZr9*3vTl z*4n>v-x+>`ZumWxbahccTH<}&ex#8c6Zl9`uVJvYfj7)vz8YBO_HHkp{us^S`0;^f zg%TUUAd}Z(pfIwP<;#7zvJZq=KG8}VIw zUQ}o7DIBeZE?+ji=L$ak5U@}XICbAPTsRKpIa(&tUh5Rmt4%PVOOM1mF;~i$VoTo) zs2DJh9A>oc+_Vapk!dz>8+RtaN6`V~y^n7I(3TYzQrjCGWtV(6#l2Y7r5k-z z8>3^^8(l#De^7D%wNR(w-?FK061s$SQO4$u{>p2=ZTq45VlyvY4nZ3aBmBq+@ zPZ^CFf<5Vvxg`32c7YMj&Rt!8n;R`%F`xYpudR)ZeYwwN9)V5n?p1`%9d*RU8`-Xv z57fx?(d@BY+{+^7n{5LDQcXF31nvDnuN@Y-)rgP7ksQQr{wk5lgEahO?zaP~n{p2Z z-fN)FHY4FGqxK>@!E|t@Y3S#yug&tc_D+NBRx)Cuz-7M>;r?FPv6cYZfb6jx!3oIh zO0Mo#187pxX00$2wHRcynDDf$bG0C|D{g(dp75lRp|ND*)Q|9Ns%?RD5?Y?&{HG6y zU-}6*-V$kN-NN|32jTb*!to@-@eslp*2Yq?4TvZENf`BJ|HdRe(}8Jb-C^YzX2;or z&e^WOj2<28Nz`;_Qn8oLkWa;~KJwM5-09iooP@wi)#W7z;#HH}`cEeN$;=&a-(9oF zYgpS8*v{*UjbnkG!{E$Vh>4+axtl$@VY&6SSi&oZ%Il7|p?(`wuk4!z#PvMBQ%9iO zRS6ON#ricZ<2EXAp&x#)<#H}T;&wqUI+I}iEMi+X^NvUGewX1+pz6N1^9uR%%;@u~ zf??5I?%?Y3>{H-QDefMw@?k6ONG5Ae^$Hc^+jVhy+R?<}JmFz^%sF(_BWv~c;RhN6 z(i73;gM!|Tw*FN-!G&<_lRDv(iTq3-;iJ%b!kFixzV2hU_kG0r<*$S_x2?07Z+CHm zo`yibz^SW`$)n%&X)KCY&PdPwoby9A&uH>Te|O^lfq1$42JOR@ZB8*08U_A#=_LW%!4Edg`fx#JRanau*U z$E5o<rlvPn3%F^fUX^oYR$Q6@O5W#fFhkbNsMGIB#K+ z{u@kMk1N}{c%jv7e_)bM!Q?uG*Jw<*!rksn4EF@SUj~%ba(KM`>$3W=I0drQY--uDidu0sV99a4E0np+8qF=^V z>4MQ+f4+&WwVdjE%Li-?b*#DZUpTU%G~~yM?;qR0xn2(e%YQblKbkCez&7h1V%Gg$|~$no?M*&%g){On^ChQf=8!G-B} z*6qK^u`lAI+l%CV)sn03TanAUPjSzGWA94D+YiP)A2SNIn3yX<1NiGqhc2F*qs2(V z^Wl3-ZGKnQdBT844&>&_0H7V~f7vBNM$XSl;Ek05#E%r(s`=@K*KcJ=WaAYQnBHoc zs=s;v3JKyyL!aekyK}0RW?brr>_C?^k1I!z(PI9Af;R_rRQ!16Lm6M32WMe(EEQpj zfT)r2SCl(bx=SCc-L>kL?7O~>lnFj}Qn?XOxosJCnpY&TlFEn^W>PkGURsK;E5rVN z+l$absOB^*EbFe)$SVF9@G$Wsi*0&&R&L`;lrL#vu}aX!i$j5Q@oaR&kXaNH1GG^^ zt^C_o;# z8l9-Dc6_sQ+e;9DZ0H3co4WvyfN|dK#y{q3(R&T(OZ=5Af2)oW6Pj=jl6XQuWRfZB z@DME|4iyo1I`3F(jOBdcZXUksy~LP$eL{u83&ucYf42)p!(wk|1}~cWiOYG!r(a3E7=6*`_&I$)cfn4v6+LHjZL-84 z#Q$hb`iQm|796Fjxz0?HuIuCu&GoSTO>p>X{b^n2MTehr`R3Sk`p)LGsX*tZ@{OVO z`FtR)^G(z{%bc(C39s}0x>-DH!DPv)?j^Py6Xoostf-VA)Vs%0M;JT!-MRDAenhJq zPycK?DNCD}$)C-TupLf9wi0;g^FkpV51PA<)wpeTGs~^W)%7+jfrRPEaGgo7pV&| z569SCj=IXshXIjME``$YBTk0t2`-;V>w%v@j@iW7iOem1up1`@B}6jMfc&?}u$;lP zgJ_t32Olh+!X_e&&DuWflADyx4s)pPFM^@VczSgf_-Oa?lnCUS1a2Ei_Nws%O#y7F zb%H5{pQsef;h~J^-%DL>rGK&VzQ_y#^Jh&e@Ut?dN<^({Et5cVQy6_)5^UfYyuU^S zTzkEd0uymcYWanuszDVltxB|~;bh~RNt9lVB3aW;zupc@Mraty;&Jhgm9|4ge&3G9 zJSZn3XDm+_TszuJMSx2k5R z--m&e#@f^~Bh%LA)%st57|TQUMP9_*`)V_tEs+v(wb#r>>r(5BtTPbdlU|pM;~q)| z;v>JR?6gX33x0+$c#0yckv*9|fmKgG3#ojU+emE|3d|9brD`mcNDS+JJlnTsuT7-2)xy$<#H19&qE z;mroEjd9idrHl8jYrBN5O{ooeL+buG`EeJey%%RVNsF2%0*XbJTcclbJVh78SI?7gSXdtWD-pZ2n9Oe(7-ue z6Y4+c&}!;8ARQ;$wmPm(nAqUY!Bl@geYf?vQ{4)XatuH=IoQ#}&uw>)Xd$j64dy-X zLAt^mnhvT-!spwg?vBo-18yF~kgsn8k}C4{2!2KSwlk2yCJ&r~>oYI&?y>w#DO5XD z(WyV(54%Lo)Dv^)+N3?8vrH)vrVvj`(b}bSSRR_@%}5dUn&SGQoY{hY2k|k!CRVaC zS=&>mQ(_wQgVVwHq3rIw9p4y@*P~K2v+51e+W?Q?rQFlRE?aTtL>`knIQfz}#r>#w z<9j1gomibEmCg~i-h2kNZhjd`FsQVnhYK>iJqJC$r8XmvawK7c9;tStJZW0oNYG); z-;8tVx|Zas5D`Q6?|Vl9#^Ftg9EpE)EXxeHbHf;13#>&9O`1H&gXAEq!eMI6n%36) zQk=U!K5Tu()wY%%~ueX(OfNcsU5w7_gG(5277M~VtB5o1US_d5ippk zd9FF`yEJKGOgQ0U>)xEmIqYEhI`jhX zZWtop_vxeEBJ@5_6N1zC*yZ^f)7meyvUrXpw_LQ&K_DENMvmoe?+RmHAL6rkw_(*E zRw&y`yU9FZTY(#H>q(qXF6=F^K36Y0eY$5OTVCR^Q(oRs-(Kb9Kkka;f6nRYT?iZq zfHrJdo%w!C8=}0L7?4+|J%HW~$D-jHjOK{(QR*ET9qdIs}HgV41sKJQ|SJa9;eo z=ytkL>G3h>MQ-?DP{xEXE!oh^007Hwc`-=VDgj(2!4EI3`10L2Yu(U41wY=9zaaIr z@`;e%P!;NRf#-@SFcF-_=xeSY&NIFC!v!C+%A^qU0x{9gw}ad3i3Cv*N{>R7s=QI*HK=WTX1{MJB)}X@zNMHdXun;i+QLh1j12+HOMf!KN2H|h9 z=3guZ76JkAPqYSt3IP)C-!cXU5&;eZ0o}A>UnT|?>Yr#0*55@WNMz){ z=^AKcLn*uTXZ1SnKUR8%NrR2T$QSlGWf1`K78AW@Ma z(IL41aWDwz;Cc<%!GPD1(7@3eYz#;Y3^)V~csLA17!W`Z^mi8t`R^zaGB{mBhzX#; z1h``&AbdcE0q1HyfS|CTF|c6KvEWd!!1e_a=WnzI0RbBc4jTpT-vdeDbPX&9E`S`& zU;gH5km2zGf%tG3{}Zi2#z#Q}?;;TZSP7u;|1Kh-!h?%71X$1nxZr6d>c7z%WE4Vh zs0IO@2#EL*VD=G`^zSqh8p20#x(3{;0WTtf(>16l|3quPlE4y>AYlKE)_@0+K=35E zFreEI4uiGdU~~1r!A(K#&rikP;F1Ke{z2RFL#ku;f%&h}4)U;D8McAcPhf zpB5d14wm+Bzy^Vg9u=1XV8TEQ|4+c?Dv$91tZA`B@xRS^{7tfg~hBj4w@#DTB@>2QZZb z1S&wQDI&@$;?sQwxPHUpQ380Xpviy(HX4YUngH+rLnVXtf4r2`EgdS?X#I^79;{^2 z*w8cE94@a2%SrWplhEk8=umTz^(qW;utKV(hKJysg5m&*>6AYP{)A)Ve?jV8Ac0i4+$-cL?A& z@WF!94k;`fC1tML2kOD?Ab!Ys#P7u3(%=cqF3Myc>6Sa)*!6L^T=vi2)!Y7G23!oo zo#jmp5T!BX7|_F5!?Xh%7|qD-t#p?5=qGbVPHG1;S5J7noWy$Ka z$bh#tLb82r-^6gU@@E07mHK>K%;WSLT;hG^VAsuxw3(a;T6ci_g%NgA?DO_~lN`uz zew+K1|9!BA)e(`~p*^i6l7Wk-7A3mF0#sf(6-CE*vuwt6c1?yagpoUe{mp}WEx*N+ zOJ4|hlJVU=OO<)^P4cB`rSq!vp^aNi%wyN|w{mB)PA= zZJtj;s4lD50YbVeH$+#7)CIj<4=*rWMHcFtXK1WdzUPKj*Mq;#1`!ZbyAh8OrRdrB zI}ne64tROQd)&dztX-(~%0ddW09W&&Z?x~a;1en3^4i6A1Ps^57fQ2f2Ly_Q_P19;h3wp zb;xL0EQB@b+>S&I`O~V60J9whTtX*!)%$IwV#;o-lpFdLnS>ZhJxEI!7@$P1xmTek zh($E*po=WWiKx#Ek$H&xQoU6UbR8ga9&`DFn>gzFM@(d5GRiK33}OC8ielmNn?l=f z%(!Yn5k`!_+5l3_PiB2Ol0O;1wJzp-=V9*YVW*+FjgztYdivO^Q0#z$L(9!k(;1W~ z@f*XB3d>R+0Cev<0)58cCf&)+Q*JrW6smV{NYG6dcM1E0(kCCy){M4uc}5HKYg!$$6gUOfZ-?brFdtx)O^ujs_5CpY*U}-AN(WO2ampESLRf)@v#1AS8L`%!6e%U z0gdS>*MR4ADj6Iv@9JG+#=UAH2!;IF*B~E5dAy3b2z^Myd8v1uf>i09W-}!(!JQ9B zjjuFmI=`Z@#YkDf#D;dQ%Q_)_2l^sJj(Y*yw2Xn0pFm?S15iS8v6MCRG^S!Sf%&JKhwc`JOPy<(fia5IcD17VJB6nnmAix( z87F|Jfz~5MD#gU8Bi^kS_Owdnwe64MU`*A+i;6N3;dSf zj8eK0&~|@9=cxK(HYi=gdzbNjOL47-{Jr6!B5O-aM~-h) z+nN&l%j%?$FW)YKx9hM?oA!52&w4C#A2+JuW2xiEJp#CI!_%1EM2ICLR|y4(ja|FK z4In`;o9A}$ZJThY4?Uoc3&TbqfKkqMY$ajztJCvfdBpofU~uIIuY+WVC*4%a@7Lw6h)Hus4ZF=)qOfT;Qj}ym#ibBy#l^a z(@)e}(kZ>i5fgn@SZv~+vZQ{lTlMNJApv<;rkA*jXZ%u=_IJ}l#;skdmGyk@$5gC^ z%RtaGRnWPhqAi-|WBBef51dd<^Yd?&!o+ot1C%ucP?E{^dE>_E?y=-i0mAq z?qN%@?RM)7-%ZHk`WPm;KEp43K^!#sE`f>Igo%RVOl;@S-{>4`VuAG_cZ3DY&}gi> zz-6Uu+W_O2%HbM@{ei+1aKHGq1l#-5f}c2yl}x|srKFU4lHT#6N*4?1>L1WrqmSye ze~YB&AhW%Kvpu9U(!`XLG?zaCj+xW9Anq@&D{zv)5Ng_@K+8o38W$BwZYvWs4cJzT&`arydAE_;34UPy`$88T(L;B488bSLRkweSn@;rZk6d=Eg;EUX4!pM=XCh{=)Na|iVm1g0j3R&cq!IXF24L)IObrpAYR9AJ2raZ_Q*j7#HKT{~!FY_$b#~hf@nL{)HB*a-#J0;E@H@tVU2f7C zry`Yvbd>IQi#@>D9g0l=M35$-Mw>*s*7|1QpmM*{2=KTCe}M{e74|w)1^Gz@+H=P} zGW#;|M63tJ=Jjfbo5*Nxn`Ux{Y1~pr<>9QPsS^ zE?E#Rm7XOvU&bwSK4Et;)xA5)h&-IkEwTOG*=?@bYeB|stvjatAi*Ok%y`(E?=kb2 zT0(y)23}~U;gEihTFBaRMyFX4mW)YlGx=Uh?0#q#6a|w1Qp~(aI7Fz)g<9IYOe*|{ zZ1+%L)j`&US-{Ex3UI|3`!Lx@J$owqm%p^<;!=E0OvHexaK3)nADL|OR5ZWjP^mb`q&GVwrl2j4D$;x7(7w7V|WIITIq#wy)BPlQ(QMa|tM_$P?y$p<4 zC`>BOk5J1Zx65)G!9$XXlpRht4-4UaFHR9n@|`SB^mF(7qEUpn1<(08-`_27IUif@ zA(~=XMuD}MP~?Y@UNO2|s!D1qe_*a&bpiBTE|$~JJonIquo9!x_>k1^D-zgSJXtlV zDXM0_ZbM3g%yU%SqqYhaXr4+!h6`P!f7VmQu-cUljGzsbq!)$ip15IMA^dV~PBE29 zhfyzEG%r%lFD7cv*joB9O$>oEUjRbzXL03V)F=&;P0bC%DPvco>nXt) zY_3E|DVG|~axcL=Ux9xu3b6|c=#tIi6e)yHtFo5%%`nIMeU#2AlbIcgfsx=Y2a33whBZklUgMWO)(2zeTQpwY6%d1u}U?(o{73JnW{$gxL$lT zZ0*Sk6+zPGDa&-Y?n=4}#G7LoUVC0uoL*2QVcbaPu4K+v!X#4UvD(l&QehwNl))1e z$y&&n)&yZ&6FJ=|S?X}A@nMn}Rp7X0Yb4TNuKYf%Qc${C_ZWV)rNjoQ$)&p}x!5=6 zxS&?OiZraHn6EyXD=GarZ~`q$y|u1Zvqd|+_3LQDbEv-2vs2=75id>EtVY{FTI=9c zmaT_{*`;}>0+&f>pXKOjK#|I1dq-ex80UG&wla_6{_M+xYCbRlSmbQzc z28-v8!SLqr)lyab>K_uV4s^eMLxMh+c3vDeZYU*J$YDYcAa(Oqj1PMvS(d z!e>O{fD&AL=jf2|@hxaSG@5>B-H_=ym6YK{?-1qh2$9ugrmwtP&G|srjE~!o0TFSz z+S2w6LM^Q))|63fMgKh3?`)2ef;1qH-b=A&4~SqrD;+>+E7l+D?ZL0*Zw8rJ4knHC z=+K8KrT49uCgo@jG`!2DeJXAAvBaZ~X#O77&ZMPN`&_-#GDPz-goi);z-?>PS4Du0rXZP`0qHs(rTpD+e80F2kZ6!jq&Q(1Pwr;IPH zj4H2=Px6mZ+Nbm$_twaP;KC;|wCbLN%o34XH7pXn@iI6(O77N1n1?62UaDoQOr7|r za$O2b@qH)SCeL09J&_X{wYuC!r^1ehD`VO*G9ZlPySo`5TC|LAl7)4uDGA zm+@YL(bTFqzjqHjCyUHP%^Bd<@R8+|?H?yC#7vVHbn^1qBYkk1IIgll!|-H+m7&W? zQ<&*XjpTTx?#aN%^&0e-EU{DcTdn!B?pgGuX~Ff0Ez2JD6Hg?Rg&6u_0*^j-`a~{m zkoo61O9m%ta4$l2;k#A8#_8mSMc0t$;#aLH6fH_Gv`OvtL`a1tJh=|M#2K&hB^_QD zp|;_u@lh&)1>4iEkDrseTB#h$`%_+*&b!9m(&pn)(wgLJ%7}CGU(wRm$1D^ZHu~Wj)Z+!29ziob|K`{3^0wel1F4NhB2vmFZSZ4Aa4V#VFn@#*Qv-ONqst?UjEf7hV&7Vh}&Hw{!W#RYYR@sENle&u@- z8?$kdNF42bpo#6S({1F5buGpnx%I_|@eOg-86W9Cl!W`rPrCw=P}>+bKso#U?ket~@;B_B7FnzkGha;-;A`C{OE9nBXXf@uYPB;Ctk0T*XfC z+3%Fh#R|stEy7ue%lXSFx+vhw{5 zeP9#u6IvA$UG2w?g=xXlPo=tLg=-M-X=vCwM6u-4{~xhfAd-^`a&h^l;R7b@#L;x)+EpLoc#Hs#o0|> z+E(;O z%%n4z&rAzMzaIidk(4?vraCSYCif6|uUTU+=!LF?zbsn6{R#i{JMs+Nyt!-0JWTa& zA1%Ezc)$OYb>cU9o>TcO_H>86@m%Qj+%ySQLVOm5I!m9iCRu$HHVF)$yjOa623T*t zrs-b!RNf|{-n1%S?PRnU%p4`ZK1isMk3YZ(ULqSA;kYuGDvE#(#tb@a>*>l6M5>he-zT;2orYH zC-ItXB<+C;adx612-|4%t>k2v4~Ln)?l6A?-l>$xKBn1kVauSL*3JHDO>kgqR- zd5eJNj8FM%>Qwa0$Typ~Lw?6giOStoM$z97VihF&nDJ2*I3724)VL@fVwK8kRcQH` z&tf~`z{TfF8ERw1pMvLtvy=Rb)MK%LH7#!HG$bT`W?9xzavAZNpxjvAx3+Y7P6#IG zYhEll=4(a%LPuK#jQ-YYl)R2L403i1OY~3TUgGaT8IM!jwUgv_$PV3Np!zx)fsX`6 zLu&>WwPUhOA3k)*OVAraBalTph;WD!-p(J%uCvz*DqP(NaZNu{tBxQWqpIkslAq$( zo9;!D5WPt=PAMtfP7UkjzM=pRMLm^7qoIvwR6%*SoLuTWAFx|AGv*VNpgNWBYhk^P zfb~a~eYeu6+S>Ozn?2>M8|3fgN>aKfeJ*at<$ z40qe}BmF%7mr)Zltcfshk7m<;nUC$7;1j$?IY%yE_u~V+z^YyUPZecm6{C{W-zAUP zfR@rM#iIP~DRWJ#*5eI)g0Z22hHL%F*<@Rv>a>Rrc;fkDDlat>YAh8pxkgVLTTB&w7lP*tlG;X8y}c-KTVN zWvRCdP&Y1LW#u|w_bk5taB+fz{}Cs@6aDUboy~XfxzkkiL3{t2-X*$UH$TbsOC_jx zsWVQAP{*!?txwBSPfRh5{#rNPLx;LM_{XMmc_@MAMnVzdrd=lGkWuSvIi1Uc%*Pt) zVCq+j3(c?JG$A$(BLeuD%`i1qqI0O;yY;?Y{1}_nL(s+)K^yqw#!jX$Kh|GzpMT+l zL=W0FFyV%>Ka`*b|1a!v3C&9!daISL%gRoReasox#ybAu;2zAJw|D3-%^nADgVuM9 zV&kRnvw>L*pa1b~mx_Ka15Nn8Z;^$9^(1Z`OCP6-N#zpHY;`uydZ2rg!@#4?aA%Jb zGze8NtQ6K9cP!a2CVWTj=2ohUq`)1lDnK7gaQqvdu((@b+dPC(bdx-bWAIU_=O;oB zG3Lj|HUj%g8Cc#NDkeDby0UT`RktnS2IV4Zl9_~a5kf*ji6J?ARK}Q>IU4o5LG35R z#4g7#G}_<$jIQhhXGRP$^AGw>-=7A;i~@eL;fKib3^1o9PlM{0C`(Xy?Tm}HC^!cZ zQmrt`Q-F2Luw}&+w*luFrJ;p{0w!Y~D%XnhGb@5(v!ARdzNwqg7oe`2eeNQ@`ARcF z{!xFwJ6N<%?^oH*2Aag=It1n?I`l%xYE}yP$dHt7OfxyuBDuIQiJUpdouW3tZ1R99 z0iVJuF@ER-A0k?0LaQ+`Tk353)P+tE=6B&m^}bxvdP=s)g+k~j2sQLNyRU@dLqIm> z{5kf3FMG6OZ6lzp%-JjwZBtF{RO<4?TS~5cGL0XyA~csT9bK&6b5!V8=kn6 zPe+S>I1RaUk!qjCRF#@)X5IlI{XotmJh>2tTPy4S9TWyUUU<%(DsSbIe8|N){f_ys zkMz{W?<3Qh<_-BV3OS~?hbw(ojw#2GG@4nPYzrkMwM~(b%8ju6Z_6r8eGKK63e*de zIu3Q`d32w`MLK7Tj%`ZT=@>J3TeR>@TbB9hoPR862Ij~8u-h|tVmkg(pQ&2329sc) z|J1wAd6y-5#qiX?tm{FlDg#AkN~h2=ZegdO1Noiy7iY7^YJ+pugLawsyG2e|RCF$P zvLz?YSkVcuqL}#m&mIkwcTK{5g)z{3D#;^EPhPaCi?oPFfE(Ty~}w ztfNd)ssSf9o{n4r0?_NbmfzmD#>H2>@2KPZ5{=0d_p+CvY=kgNXYsQa?bnxKN{4fQ zn*6&mzDAH~ZhXaYoe{v~Ab#@P`W=-zmyD%c@lBwHWpKKG%1f)9kdQ*!-*ujYlUmb%K1 zXH#AKp_%_`C4~IVds2#4p|<9J!Fr;LGr7XKk#$N7^5CJ!JoACV`S?~@MMITId#BCE zw1nnA)h6)n)}xSGV+23gjI+uXd35<4igsK^q|RUpyDfL*f>6Gc_^4Q#-Y5(I&#jjss@z5@oaqexMiE9D4H>z1t z8j#G`B$P09p!B}1t>-c~j#B#7DnJ*c(ssZ#seO~Fb4!WOyQ}*C#Ov5iR~+nhY68BF zUDdhgL2ncleDCzwoXooxhvn<=|KYhvru!(}vw5LA{;(${^w?YH zYZrR%{PttwH`Nc=(T}gf{5p4ze?-s3yx#U4yq+#h?yvVhy&pSZJv~hRIDdTq0YL70 z1__7Q3sNpI;>6URk#+e(1wt5g&E`Twdv;a%ciFLaB@GE8t#uvk2q%RLAl`H(_jE0Q zgx*0SyR|}?S|V5x!YG#AZ)Dux{JJqMJJIq)9!X&?T15z6a5sk0mjl^bq6;zxwkqMHDa)h?Vz>vIVfQ z%ZsTx_`I(g_Hyp}kZFl=8&$KXcJh>oeXs;yXF??aqKUxs;`rgf06ZsblZ!*FpMGNf#w*9eF9o zfI(NIV%s(;ueJfP7YUEG!5;w-K1#j5bpvk5Lw@Yi*K*Qqmr_CWQo)|mq3lu`>CzvE zrLvwNyP@i&#doA@yN3qw2U%~1qQj(rB4fo6AjXLg#r5?jiWery=OskQ>>J3W(&whl zwSCy%4>luHtkYc3nLt{aV}m26v+>o}3? zd>O4lhW}q>8$y5ypbTRDzswHyf14cuB;a4WQ(&C~fP{d61Unr7*z7<<0pR~Pqf-Ek z|5v&558EM!g@FFwm>mED96<7K(B@xk2ZHRs*$yHC0Ehqp{lj*k|B*XT2>-X-0S9fs zH5)M70XY1XJK(t~SSTcT2qc968JzYEy0>^FsAv|PYX#j*m z_&4N%g+YaZ|Lb?aoaZ0Bg9gAt1FuX$@S#Hi(V>z4rflHg&=H`~k)hC0|CyeGMEeVQ zU=YEO2LuoY!2m(9NFX=_5CSX+1KhU(Z&1--0=zJhU@?)QF@eySV9NuK_yO#C5aF;O zasHwnu;{^n!iM^Q4TFvii}rVk3KTcHz@g!SSE(?d@u2YW zU@`HKknq6kQwaa;QK5iQPY?kn3;`Y(@-Pzu1PNh35F(%xA^{0ekO_f^gsAX@7;r=Y zDk3OCVt^GfBpER*J~2GjU(tgC9-~4bMnfV-M|fVd8S&eBcDgal&wM z0d%EcS1(qYa*$ zk_1>v0=%UV#iW3|@&F5YK%hJ!C7A6fP~j}VayVYwa}SqKKJtT%u_WRLwq zdo0_5DzZhSvLk4N?n6s}%&d8IhW`8yQD9f!G#s>a^hkr7kS8| zBhDW?5iFiRu~HLpBSPY=p?~6OIL&fgRs`JkGNY6wy9`;cC=GaC919D)jCq?W!{iJO z{^U57EK{e&lwcUe$N!8i&h&jq`R(f&w4#%6)-9D4S%l?UlsiAnS)49!|6cg1Ec$2m zWSKQlE~q0YxPUDvM94CQcC zYoq+{zxWs{o~lGDx=|XD7#jm#csC2KoC&soH?dd;p3yM=495A*Pqg(>Pv(rh1hke_ zU2J4)wk=3}S{41e-%SJ3sX(OFR#9s0)hhtN!7mD8M`7MJew$dUi|> z3x>$a)c}UbMZVvN&I|l zd0d3E@ifVyYKffhTe(hN6R-MaS1XT=p3AD^99q+ban0bqV$sm`a6E}`5q7d;seRW_ zmJ56xZRYd7JVWc#qzZ2@3_O1XUWLDT4C0^jTrDXpI8+W0Zv37&->`PapMuJ1S$aFx zT?R}8SC*}v1U1v|z6Mvj1O_Wg(&=hm{eeYEDD$E-L|Kq5}_nZs@sH=Qxb(k80zsDn+h1xBSo-ykiesjir_5Exz#HW|9Xi=zXV8W ze-f_D5B0I`F4cUtpA$^?1+M}b(ItKb?C7qlnUq<2ZLtW}O z7To8c{n2}wFq=V*jVfESDKkdlqz^F0e1y2Mw0&{V2k}(=WIUhTWoz=tBMJHDxW#;d zbJ{PngoX40QvutM(H?!o=xM4S|KK`g&9LudRZazUAkP9x>kDTGintRYmEy`Bh$I}; zz7-gOGBA-1F3Ud1ksE(0A_xp2^-r0I_EgFv@iGzWMIUCQy)I{O^Mgl7oi3r>OLd6J zr3nn4EiT0=~BY_;d~xt)7njfLRw-{d(|+>CLN42)(^T?PLPppob0tB0jbVR@y#>Z;ik?xR;p35U+phu+oGMU zk#k#DQWWng3;HZfJlPsQGR#%JVPt(mq1%}8!=x)#C`X*5?Hg|3UM-5xGMER9sSVPX*C}pS__X3i%ghZ5FP~6z$eOx$k+pAi`(RO+sA7A zBo9fs%%eY!C9-QS#YWm%C?kE z%2aD-rH3sUTlR<11x=jUOj#G$RFR0)_7))v?08~Gh+m;Hd-P}8WRLqX1#X1bw7>PA`1| zSJf;x`4>XBMNoBXqci(qg8D6q;M`*u-eO{uq@=~s zkC+&2Jq57Uxi`t00p)P%>`}Q8#(Es@+ixX)Wu+2X7IvU!w!aP3?!l(S&2vE=!g!*> z0)?PsKX|rrda=1Wl)89%I{9FKr>sf>QJ7*09pF+Xcn|(UIYYBPy46)v6_g*axlr}F zHRdn>{!wt>Yq|kLpa|>B0qy~p(M^m+^}Xa(z7&nEzq6}ZO7IV+reN~eAR7@6OxHjx zc%QhuK)QQdHv0hQBCix@R^E4b&J$m06xlFtMMJCELJWmXPzPLwu$MFYAEEi96@-vH zs5ZI=(fUT5W9w0v{ako&!lB`bN_(JUaMM1q`$2jT<68B@^^faD6Dpi)?Abnnyoy)y zy`IQn94}YAaS;ZwTRa3!h+2r&nF(V3LZAX?a4A*-X%mU3Yvkxd^zZLFrP4oJx!e?o zf8rrTEWy})-m!53#Zg0mWqoXiimkJ4-1NP)T@iNg6x7!#XbICKR&Em6gIJEsn36&} zuEWU2JN=MH3z*^LsAf&4C8zr$lPFWrl3GfkGK`g53KR}D1FQ||ecZ1Yo)qKo5z%PzSvsU)d(I`&??4*o2lt&oY{%$nLmUp2!)qAb!`>B6YOZUw&HZ z$y*O;7b_Xr}z)Mlf;2&FotY z#iB?FRn7Ks%jTE~?=THz$uj9l%9F~W9Elhk&a76$s;ELk*GO~zmY_(T%NCZ6 z+Y;Y?_^VzmTtLI$J%uWV8^b%)PlOl8`Z3YT*#>lj!UVuI#)77!@#I6y^+L$|LYuFA z5T$gKz;pOPtpz6j0yZlpR;w|eX*o~dJll{~<%uT5bS1<5G7GIGPtH7H9wFa_Hjkqu zd+V34W66i~clAV+DVL&vD0du;ef6T#*bK3eu-C`n-OK!M!wNsy!YIs(kwkR9n-@SV z$J;^_E*9o-*=6M+S~fRk;NKet-hHs3O)m>_Ye950$1Mf<7N>-zNYKiv4rJiXP!jz{bD1|yTQ1{PFcMT+cadS#T*@e$>5o?d zas%$R6zX>)XCl~f1}h`e6ft}$J_{>MDT%jpOa2sF%6?#kkML{lC=JuR@RhbA#8v+_aO;?G;&t9{A#4AA|@H8RcUR% z=;u=z@_Skhu(a@`shDK6glH(H!@L$YtoD4QrYT58wHujmB}ERuw*NjBPp+rAmtL- z6pphUQmZWx8mU^4)&Q0C_*KNCn9$+My79?n z;}zbA_Wm+R zH`Wv7(qI_@8zS6$rkS+a+8<%rH%!+plHK8^H7rlx=bb+MH4L~=8c!QiAIsm1UsbnZ zF;t1yl}FH6_!7jI);Z_YXf-xcp@nR$^{X~w0EWP^S*ss*7+`x6sAWD33huTe7&A?8 zXTCyg(HbA;t5MU+Iz=4kjY!dJ8__sU-bickAjoYV9=}`d_TwAtmxqYZgEoj5%sMQ% zeHz${z?ce~Fw{gf8yi+SX}k99c@FD+I;nJA>v3A0P$W*NLY^94!wA=!g7WP1*J@%z zpG>moK1}W3c^t#YnE1-y&$Kmcs0D??(A$hSiZli_f!qN7I*s~e)X!3<@0}i$%S;=5 zGP2t?ON25DOE?o#HpPR|c~4JaeLVX-hEk+4T}m*?VmWSy7jZk-C@nC(K|ix;=|IQe zk#fNTHX3Ee_5m8`WW ziZ>*$-AZOPW~8-AfoFd-tcSgSzfqq*ABIw0vZ z!}J`Vt2r##z1mI);fu89$}ra!QHER9SAY^SYPIMx-h%Bl3wu20_+C|zHa@T8wce4j zUQ&k9x4s@2(U@vAY^t!4kJvr_+T3V`K`K9fKVEw6nH2Xpb74iA0a)sPTIgq(j2<53 z&0ZU|YKO=ydD8-Y(%$?bT#Xqulc&A@uCN+LIL8vZ!7jYMwZ4d3k$HQuirO(kUcOqL z9!X}sn9#npBDWbd-X*%a&3LvpZw`7KuOmMl9vTNBdao-TuMsfr^nTuYW@u$Y-(3{= zebc_wdm6h)5V^cI=*72+rnS1FJ;n!|98jpuv0Ufe2vVGwAhT*7Ec?wKwPiR#&^bP7 z<+hP0H6A}U%dxs_1>6+Z`MvJ~Al%$C?fCOLzU}sgx2!O0|8D(TaC0t~u$4q-uO?$( z9k>%}jS;QAujkzxsJPAK4IHu9CFk!!Y2Qw>J}}lfJP_EqP2GGG_>*z*=LTg9x%?;G z+g_Q@Q9;MP^{HN5#B6n1m)ypYq0XO+i$lVq1=6d5sM5ODGvyB@$j zxx3-~jKhVfV~EW2RRy>aA{b5ceKfCgB%ME+nMdZ)pbr>x@5^0FxKzir10WH?Ty@-N0)m#$?Zm z9nQ(yw~p~N!QGaqRYxE~4B}v?{G|ZX&lR0ncA;B;o!bNE`!AVr&Y#ZDBk$d#y?MP4 zlP^$$Y$hGNR`P+z6pYEO9T-xX+aLHJOW#29Ld$|#J6?>?%w2b0owtUapu%4db|0^o zac^1Q9&MQpH}sy0;ZKVzuN}qx8oJKNHjqF4*bWmsM%6yAN4=Yb`045N4e0iM>-Xv2BYN!eZ0}~QK)oa4|18@ud__}&_msnUx^Kxuj-pOQ6YR8cpyTfq{_2F)j-#y`?$j=lWxWx9* zSu#g9)}QYS&repyzvy*Go_AGd>1P>K+YfH;O@8t&ta(Ucbzyr$3f(c`RRo0y25*yH z2t$+X^wq$y#gz#GByuT4dEIj+IhHWyY{eR}BKCWe>PR3;cc`_Z1-X%TZ6&Zwu59^T zovU->o7f*ssX)G@kzJ=6HMc(pOM-h;eYbOfz(d1+KSda6r`bTfXq8q1lF0VT&Gsr(n z@FC5|RFDvMzlRSjhoI-6f2HN$9EVUvp8YJp7l7EOT`+y+Pj(E&%q!{4j@){#mCN=` zWk0P17e{~tLuQCTyK*uEM-QW348iJFb@!~dQbfQwT&ez@8fG>T!pEsWkZm&bPYFXD zze*2dr~J6GZq}`e2wP}=Vj~4qUqc;bJiA=4b*B?HBfnTWN4q7A{KbsRbpoA+l~FyG z6bIdh2_@t8W1y}Vct3MiO@cgDE}T-Sv5cF;OF=&(qXxC}rQozeZyN0=PRwLw{9%_k z&=NQv4fX7>_;Fv{?R!puHqYF$=p|u()W2er+}wrKw+ylua@1cCdlHa!rh8R0?VjHxr2kYv(n*+Bm((9w?Y+1SS4&n)c1j|7TP#C1c{ zB)!O4MlkQHD&N~pa< zVx*>G8c>y{5F7BL8+!Nca?aPZ5ERuYcjx_Ncr#U8j=8jH()!LOW%en29W^rs*U0!x zFViV?%2&yAU$FaD+N~Ir3^ruacp>9o-==;=6lZY#KA8IKOc5@D31XpYsr2qRS4AN# zsvV-~j?QFDc=t>M7UuHBB_ik37$Y*ACTAtKU}k-3i<5^Do=qKL)7>j2uPLb`^n!Gv zUdJ>O_JSJ8!AmHtk}vrhoH(Y5cNBL!x2@6{SX82+Og^KP(<<%G8Xa~^zTUQVnm!`? zB^9%bQ0Z8DNn^-O<2phsQvc(g=}3#9Rh+T1+Pt$ySEo5!)s~1Ul_k#%6S>X1qL22; zPiylpHg3w^L3{Lk#q6q>Dk^+Q33=+M&0ip}lR#3tk#oYIfG`lAiu$a2VVZ8?8ehH#T3s6X zyvJe~%b>}O_Rxje2yIZpBeMT1dB{GuG(k zc4<0TQZ&u8-D0q(X)1Q|JXLAAUw|mCU;q9lYY2UXG^lyDa=l1yqJ2*_&pp|I>8>;& zeT3o?)2iO(E3I(_+qvROBkkH<6;Fs23pjOgp^gLHCnvl>OJ^9Kz2Wm^;-<7UUUBSJ zok_*kwjqqR$9j*8ai64_@t@pPs?OT##EJS5BkgHYJr2L{^b5P$q`5)PhUSWwM8bfy z&HK|;$dz5k3Pm4wBP)*CNvHR$pYierlWfuJhQKhD+U)G=L4W|GfEBjk)<@jv4?X+d zC%oo&H8g14zA{nMRD3)`@8H~v5&SG9KGe6a+VJ%Mel^cVc-_GkX zdnyCuRMc0xA(i?#v)JL}Qg-d}Vcd3(?&&T!&1)Re_%u)Jpi_Xb09>JDUtPS=LJ;!W zchBKl9?Nv9w{JXfeOtD91)1KazFr2{k8L3N{EbfKav%h6V?!Rf_(&RKie4rd--YAt z39M9Awr^5qolXX4(q`j&AH(^0%oZ8kl~u)}X+=NMtakr$*KC?F%z9Elk@(fbEO6`& zfp|vC5kB@w30x28cdmo*x^MES87q24bFqOuj&;RePIdix{cCoF&2I#t82Fw}yX5GF zAH;;==4uwKh0FMa5!E}9^n}O9cy8mmfop;{tHNtAFz~nCYCpRtbo``Ag)!=daY%d6 z<$JJt1#w{or9(x$#9D7eg$Tw)h+*4_&qUs_S0McEIriiH^FauQ2#E-*7vr>Z{IvU* zn&=F#Fp)ej4N>o1ndp*O>-&DuRBO?fHX)|3jW{S`slNo--gkY#>R^=bE9_~9Py}|d znusAJ^fBc3L8W()g^2N`_eFX33V8K!^|uL~i3;?$ioo`Z?Ny4(|BX)Fw+Ty$_e-aD z3F`IBFfgMB_Q{*{%IS&9o%JvKi7OLHs4_^X@k>Bhdz8c_hIJ&~a#NaK658+k=pzQS z84}3b2iU|#^y_;S&LmQi`i1Kyj2I-1`3DnABoy9Dn!tipYzFz%CCmZ`!&PCd&QkT- z2ak0IE$1ZdUnCtO8q0M192lgC6S_aK5AkA1II0hQKaq6%I^>ohRWl;#(Jm!vGi2UB zcZBsAh&o3P)KkTk99kkcsVj~?w)aV@{O_DFIr6ua08R{m8wLX6UsVHz35G!j!y$v=fnX#!@LM8ifNyz=a~hg+u?>HV*RJDh?hj z_TNAh0va9=>93@DOGbfV@UUU<0hIUv7JO7hd^C6hFdQK?5g{B7AtLy1CJGOh2;f2l z2qt=)%6Xf|!G0q(Ld1ZN|9G0Wg&Z`bznBIU^&Noq9Te5yg&ZLG9U3wz?7P2)1{?mb zp&^1LBZd2$i2|XLzhN2xGX(+>1rUz{1xx|Lpuj+(00Swo5vic*r~$0h0AXr?3pF5| z8iAA=NJx!}O#{%Nfuo|u0MlZE=x~wgf$!)+_)JioObB$$08wUG7G@wNGb#x)IzICo zsUbpPrbJ)?D6;^*u>hi20iW4$!5^SR*n#xyU?L6#HV#xuZa@?_lms^%KMz2a2VlYj z@a6@R^WhN+0J#KESp@-F!qBoJ0BaFIj3~fO6!2XXK};0PAO_G8hgOwB5t1S%lcvU% z0ffo|Ok@ErvaqU(cr3~QKV@iRRZJlb6jd!)GaZ1>|1Uhv(SW?VFxK??SkqAvD=gi< zw{)fGTPaGa*8^U~K~y}(y5ox;>y%M92H1LIY>BMYB#DeUfge4Ebf~8si~AGLUCz7& zR_lhm=Z&FO4pQnjYWGIFpU`}DoB}Vb`%4Y+tC{0#O`kRtjVPiO*0xFxD$2gb7_2n^ zy423`gGeG0G`Ww?`?!J&LxU70$-gGKl<*%ap(BrjB1j9L6CI=`D4^_ld{}d?vjMD z#!Ls5eE5!Yo zhk_-+mnVam>08Nqv_&gykO=h&Yi@v1IW;Ld9DFe8SJi`K(_~(P+=)n~%md2oZ;~TL zDSW(sM+q+6DY~gK{`HY*ZlBDOgNTgoQH1sf+^OSi6HClVs;l$@jXB#^v#2Byu!41)Wxg6>~1?dudJ^ zvXo)zvWuuil^{a;=6=z(h`IqVg_6)qU|DJDXsc&=vNzMNMXtO?I8_1W^|NS^GZX2F zo$?d#ymhQLje+YB-gCd_{Ao72|Cqd-sUMH4{3183wD~MW>V*E6@9$m}HuiU#rRNd& zAl}M>eF8Zq){og`z*cVhvM=o{WujlE;`hqy2stNDB}*xl_}EhMS4>AhHae}e39?UC zl=GmpRF-L6*L9}>Aubs9-r`!_#!2&N+d5o6xz(ef+s=;L=)Ll_+XlrCLGqr|b`S-Z z8ekFfWflP%6MLWKJCM_k-v^LIv)`u8V~z~H0N3YzyyM##s!iMdR1e(_*NLpDm(vo% zs*1*`t>)dyDckxePVW3xlE%F@*onHGFnb$B?1&SDU&)DvmD&X&ndVJVZr|uXESe4S z^4Lrd3I3k`fHm2A@wjxMNV@LI?D81ZHTk^l2_0Q^Z6{F&_bdC1^mC)}oPcGO+Sq9M zhtRk5X3ih()W@I&j!igG$GI`$+B0@xJ7p1<(e8`~tmLR_O2yAO>H4cK8a(#{rm9NM zNw0q}sn2Y}CGzrOkGT_Sn^B`|TRm~(2dNu5vATT=wX#nglRzeS%J^9Eq^OW!>HaJZ zbbmPcjJt1AEjw;8Oz&;*P4bhw9&ao32pJYo4<*C^(~3c*!;84M#e%2oFhS--BA^+! zZp4G?pthyp$M;u#yf~}@d?!z*Of2u)E6g!Y7*LpUMpV6j0DAi`3;OT&UFlwt)qjf^G4 z9B@^5<&S5>d2TQmTaHj3s6t17wNMO7k$Fcnn>>fjR&GGJY_H1V-&0yPPG zp>*2YO(X-48FLc+EV3Yvkpe2q>{sX?wo>fm@GuriX98*^3MEwP@rQFiQl{ONbmp6L ze@tz6e5KQ|rIrYl?W~Pb@qdslU7IGrY6wCXAHmC!(WI$Vbwmk5e>GP0=9Tw|ny+P~Kfy+?F_5b%J-FLoxNpJgIxL?DVZ|uSSVtmTOKNep z0~Cw}ST`w$)F%>XR+kNoYV;i|b_{;VtHv%hi*K7+gANtU`d<23yT25LMcvK1&PtrD zwA&$wvZ&*$-PZvR?W3QKrDS~6BjsgO)&^rG0XaLI7~3tX8Jylb65$%gsU1rzUsAxv z$Hp}hn+fB_O$rUr-()QOMH(4$_?|9oqmdPwE!c?MC*GbAT3b0MHEyVtRT$uIqu025 zD*_OMIZQg9RKHrLaQ_$TBKl1%`#`Ldge-3~zE6dMcU`QN^t?%R^CN5lwL<$x9-HB` z@A6DiAt*=TB<;yFoo-wxSo+Rn1smG(JUt>Acwqbz9s1yWNSBhYldcd#>4R5%H_<(Y zq$`ps#?6l*yT*?%&E@-3F9LCQ5fIdLuwVN?;?bant%Zm*!MVTR_}eRR{>Nm?S~BoyoSVn^6o<;jQB zg7e!93#@CQkg&EOoVGD2PT0O|7Z zPXcMIhbgp-kACfk74ROb&j^geP4Mv30I0eCLAT-t{vlaQ^D*{;8bs0hDx@=vozrrq zP}dG>#cTJ&=N-JMhYorsd++DA&SVZ}n&?(*2T!v}4~Q})6#v9UPiy+3P%QV5T(^C+ zMfwJbd1$vivUigPCXW zw{Ra7rvWUNN0EW{Pivio(ri_(vzFvH4fKN@1yRqbKVHrz@9&{ZhS@AGsSgA1PY&HA z+d3>kSdne(2SeX#*+iqpVOHtml5u#k7OwD`;9WJ41w9qu-vRQa)2~W5T-H|GqJP;n zUQnDr#W+!-=RhI0e)Y$OclT0HF@$OTixa4h`Ia#CPjobU* zMDJoh2n9V~DhWI|lJjGTYrd|BD-AE?CAg;?%0O0aqp^=PC9CdP4!TF^)Pe9>)w>!3 zKrQA^W7LL%zUI&U52!ddS%$AiEFR|%YLqzI#jZTs3l2D(<`r0m=t({_tY7{#VPh`g zRW^8rAA0_jP`M12_2BYySNodo;&YmZnOW^)t>T9x4U2;fO1$$FHnm*1^P`aV*H!n| zG{>aYvfo>@K=DO@mi92jc2iU}EnlexI%U{blb$neadm^spiq4^3&iE=nD8tq}bCAeQUE zt3~AgVmHY^dH7)8SZ*Jfg21I87Q1kmsmZnx(jHtP;crHrJtR!u%})PFw(c;Do-9IZ zF}RV&(h@f0Dc5ohj{pUaSLPQ1Z*j2Qfyps~Zx*|7y-VOqlJ}!iWNb@3f8CD zjMyJpYdA`KC<4V&%RpQ-**iY)HEWxSQLldvX1 zZF9WhvYz-+{F$^xAx*5h(>tlq1eulu{@M^eBwvB!c&6;|RVjE-i-)9CLiv4I%5*3! zt*gUw9FH5nIzI4r2#WN*1k^E@Yvjk&Q9=`UAn}qQpdnnBI$?52z4OsNrTWLW5@)=S zXhobvj>PZVRPJdSsx&uNbWOx4I6-)^A<>pZbrum#g;AqWp&=t0Ytq56rlK=iae2$= zP@1U?ZqX|6snCrPHCxf1Ny)|4$xSc6lk~i5VpeF}$?&tT0x&6ba5-DpO>k1TGE$av z*UaBn%6Q#0xMRxZ(MxCGhS{i$;4_$8&Te2X1*+*#!wQIOi$Ad<%HftvocIw~g3bX#5OQk8eCiIXNMbrrU+h4sh{9 z8Q5|&f?S9iJ+sjPg>9jHlA9{zCrI+&qt@BOI3y-fU&JGVD)z zye08SR=(xV$%)H(g}mkcR^|AyS(&BzKD<88G8Ug#a&C^^{w&b@i$OBLGJTaq7Ie5N ztK?~&V%D&b4+NDS1P*FRD^%Gk+hwgs1$s2f^(PhCPZ-y9RXOhIqpjsnsTwaU zWwl|I7p>K#BAM{I_;bRQBdLCE1R*(3aTmvBAcBgWqO}s_z87+{ZG3RqO4IyP(;FK3?SZXJ@9!F( z*uYy&JkuEU+<4exb3jnyKU#$z>V;9(LiEL-aF*qx&uo|u;;I!PLjKDCg)N8CQ^SRXo87cocJ{uFC#HvWGw4L*zMP{sgv>`8E zvq;6NYyo1;NE2Q&*HY)iS6uqLK!Lt`i?Flf^anvnJ$)LMk|$i(Xf`Wf+~i0j)p6$z zU!^x)m)l*06G6H4&(1$-tvg$-3$#tHHU8g2O^0F3Rl^dHygGJQi($+RQ0RehFL@$- z9W8BbxNB|55t)1~^}VOKI}5#vazJL!<_-FWSKVH&w4T_Op4+jGuhwnrrGad1jU3i} zK>5mDVEZFoji5@G3UULEd_R>}Z){pWeS4oXUy&|-@0Dz>@>=N=dUuW|R@_s>(Q5z5 z>cGut_h_pgUHV6UFWBR!b`Ba7?U#-@zJ80BW^RULke9x|T0_`#zq?IuQ;Vl2cH6g? z!cNHdt|0AJGJfj!{KH&hpk28tb%sIHvdT!CX2NMJY@4AM`Vp1%y4%qnF_kt)ez8RB zK{tj`Df)r^wtW6r>7!**`EBE4u^OYiXM^>~<4zH6 z{cr91_Mw&2L1o#&Uk`81qR|z8a60nDN4Zh&HSkb3-1oLh`|d14Z26egT6)$6JigRLRplyvRa&f{o^N-hvA>%Y}Mk5HqIOpyC zt-*Uej&UMK;HUrVDpgMF-YYu3eCKCh1FMYLj|xkv0-3w(8vdp!Bjm%^_T@nOAK2=`Q!kw+qC={}$Lrz?h=d9bh9v-Hljd z_MYh*Ste23zVlth1-+*t+4^+e(AvJURI#;Jy82UKIv`~2L?4_yz0FxU-@HEmDzFoF zwIrli4KKI{1GUJ6*Yt-G;YI6*5@8?D%z`4xCep>uwdbC{*%LA*;@5@9D z3+n+W)7fh>sVwTC1QpHJ<|LAFH%Rw%!S?vF0+bqcNS||P*O>|^JIR@(!nWJvHJFM8 z4S8hlD<~eCTW!BbUsqGy1fkEG80=0=3Y)*4WHX+}2_Azt&iYtR=3?TuZNYbh7wn*! zT@oV3%7c}O(@v6ExNnzA2HTfRM@OB*Da6}=cg}f=CvZ~;?@5MUE6;?lkryXVo=DEu z4bDZs95iQM_J<7HKb+Uu!PXkM5ee;`|583y9nBM2?y}`~gXchvxvb;DF@xc{`9I)8mB1Ydr`=AL=Elr*tYuGl?f=&`a zE&G%Hha?_a(+CtkM_Gc0If7?4ovS#)=dUD(Dnb|0-TNFSekpjK_i2<^IO-A9vNeSCNM z`SRYEt~AN=e&+%Co83y5{co?!vGq)771EVZ$Ov!IQ$W@_88b3|?3uX8bqm^4+n+~? zshi!-2i0#I9o{W}>@M{$TX{gIpEizT9i9e+R(b^YDx!{aAX&fTm@lTLUi<8C+_LsI zyEdA$?t7!JH7=jyJD)<%Z>AMrE;e7Dnl2PU`|pJQP(q=%0?G-73rMrL5spK9HLBBD z^-5e|d78hgm-A`T{o`o}KbQjlcPYx`-y1j|L28=O`U+p7fGkV2m<9FG!g&mO^U7-Y zp%~sw`k|rk)rwUL6bp3b>14lf+UKebS&x4FAs+p4+*!UvwOTzRQTpGW#`J#FDxQGX zY|euzhW=|FdyO6`6_&*Is8~4eh=n)GzRGl`(ncoc)rv5&WvS)a< z>_;&aDph9dE6znOi?uuZEd`q5qLuS&ShB;=xce7S*V}DZr^rcHBSUh2GikAghpKaVHGBNw2xs@ZQgRyHz5DdygcTleA-4{FbL ze1{#!+wUhPSIo&_ll&emC@6i_DuCo}U?VXJg zm%nzkWTrp5VR!LMXr?J$yC0PiH)HO7sEWObd5FvqUCA0F+1HWkk~|~T*WZ9bC};kS z+cveh^mySamFr5TSmfq%wmhZ&Ne!oe&6T%sphA$JKotNNLObxK3X|`{5-QGi5fty0 z-&ff+Uafja>D~mY!^}<(BI_?6R67Ux#Ze?U^SiF!9Kzpsdb0p*`(?~ISE?W0FWjfb z(3}vXe3Au&o6QFMwCAU7m3IuM`h#hgut1?js=3G==HTCy4Byq%Gj30?GxA@>?SSJu z#V-;onp8NP}Ygc;w@%u&wM?R*}*a@g6LAJeIbs(eF#iF<&iWth8Yw z10v#P$Ps(*=fC(-rRRfehlj}vnK^CwW}xKM217-lJ`OCCQ3+9Zyhy}h+xrtGL|BaS zRbs^1ChW=T9Jg=x{M0{x-0I+^4M*2=Aix#JCvk3(L#qvl9C{C?ofwiA&8_vFPMIa6 zJRVVj0Kutt$3|??>ZFFFKt(^~RL-Vlc>_DgRAcCUyqc13S$MXjLvaPN<(5&QjoS2s z{33NkZW=E~Yt0;a(!%uRDUS=*A3K2*k2EsM-cN@=5E~-;%#f;Lmsx{N=;D%Tc<~o0 zol*di{fS0LvPD-nc}DRE;Ag~fYfyp?p6;G(OG)Q(L79$XxoL)~hj^O*Kqg^)z5i%L6_#_8O=OLt594^H zlaDGWb+|}C+6_n|FIdt@M)_EIDW0t(gQVUrC>eijL)MqMqQONH=ncIB3LUQhhX#K~A0G{hmlx2OGT}HV+d20x;XA2O1*R%ZN+y<@4=$bdML;37HsH25z zs5Yv%+}h#wr?gRQ>(`(YGU}79?*`GGOQpzfJB1l1>Q6XT+>Zh&-3zWTkV`4Y-X~2j(R~ndy-SCr+3&lH&^Cf1ZlMEmcsg3qO^g#gx+?MC+&iE`p-H zs=*CsKH!i#PgKo1HaJ08e;f9?b+|Pn-xca~+l)p1^Da{7d(vcmGE~L71~tad*i3eI zpQNLgji)!|e#`xNV)sXD^lX1Xwf$ImiE$$QvE3x?GdNZaXzew?~N-k|xDNT@?E^qs^ zRDyZBbeHZg0uH0yON7*BY2}8ecCDFH+hP|hl(XbL`bv6x?RF~3B_3A&qsuvWlw{$C z0**??4C5_0c{90MR|>smD~L@=4IGgq-`g(7KL>G*8n;GQc032pCQhNDZ4SI4}6qy2o@-t0QRsrr3x90<|v{4-V$P1N1YCk%@v*w@zy z$4~9z)Xi|!iSS;aU#%NBE{xjFeYDzrNkN5HFAT-N4?*r(5EFVE=B$+y`3dZXzZJj{ z7bp$y*<9&@+2dbIqbFDsAu)N6>(xb)&a3;>LrNr&kS6#-FG}`agi^1U!%~zw0S+rr zR8YuR-ktWUVNkDoccVI!@Vo~RE$UKo8&gq^(rqT$;knJn^Ny^j-% zl%>3nPEQEpFDBUEM`I!?wAU+4BreL&!pk5o-`XcA-tVj?K0_!X$zIPA(Z7|}N7ODZ zdsc(!B__Qm{%1@aQ4fj{%kRTmEJ~h2>a15HLP(B(z*bg5)23hRrSD_9gg1q#?zn`0 z0-s)g4>y0mK8oZgJ#GP_H%}vJg4JW9Cus&NsbnLGWDH{-C}|Zjpc2?+H78D)JjgLF zX-_n0aMo$h&+>stN-S_dm0ikNPs)WTl~8;LX>ZUaeF!aKNGE?t&0SKpf2e-uZ!F43 zoZRhYz?VT8R4RkPLi)khOLTh_w`O6dEXtY0>FPu7)PwhBeA=B&s1Z2*T~ zu3lcQAz}1CQ4S%%1W*UH^WRVo)_Lgw02u#F-Td3-{GU!06g2Gr zC30Y(-n7pDMma+NPbi1ve~27J1OUqaKsgwQP>BBotKPy?fG>YV4h$?3>_3AyK)@Te zLHg@*VBr1O36&m@k%YlRY51IoFf;Qp_v8{~hX9Jn`>g9*UL1dw6EVEo;@ zK}5pDfX0GD`=2fc7eI^)gM$l?hKq=di-i2QSp|Z_ecQajhQWga;~{|XfWUw29DD#3 zK7bV;gg^)gA%uEsPT~C%uL2GW&4h``3=n6AWo1U7 zV*#kL0L)kbJ}f{=77z&wIw9+u$RR{!eUHe7iTj3fKHy@q!?SY$8QxG17bXcez=Rv% z^G0+2<#M8V;CcDMlmZ}T0X!l>AeRt8TNp-01YjisFDeRf6$J!}0%F9Ww8X(oQY7!B zQG}&wv1R^>99LOD*uPK?vogR(8OBHzEc_Ariw26CKD6uqN0g&Li*0wZHd0qKl_eYi zB$ll&p2?Grr_&#;FPSY;&XdiM{eK_1sbGJ*jBKiY8@ZwXI@4!|1iT`aZ{Dkahq6s1 z<0Z?=DDbsPt6eOwdVdW0l>qjPg&Dzbh!YjOo=jRjlQlrI7twO3XOhZ?$?}@FwmVdh zMvp_(>UhpVEsY>lyc%M^IE=h0=}q8xGqoOuoHVW@a=iZ2S1DL=_3;{Up^6&v&Ytt$ z5ztXWk%{AN)OmQ)grL#C+Cpx((XiR%Ptpc?*@Fw2_w4V%N%4a{qSE*HEzz_VaIK!y z&AbdXh-QApgB$HVK100~EIVI26arK^&^9@3*;?{IHW1lznEh@B3dS#N+>X#!FE;kM zIV;YJ7OWi32qx&J!4Huh3^ekiT50qPrDf9ud2k0Ie2R2&pvVj0oAl30#JyNdOH|<; zBn?VPKq&hB?ovUwIigOjG*$yZXs3D8&PR6AAZV;AIknJ;>dx+R?fp?TU2?(1^ zN{C4@3$Pv>-bzdMHyN?%89&~mx&ERv5}sGz9GYRVGrS-9{p8U+I%*W6)z4Z1+}Y2o z?)5m$E(H=;#{BY5I(Hs zT2$G6piNtIq;q>5ce>*)TJbGc_M)QIz~Zv$W@9z4^QP9Hk?Z+Dm$AyDu<5*o0x^xL zW~dUr!2R3EXaO8})sm>os8cqyvB=@Yz5{@X`HO$$k63ME%jXFC(NF`q3T%XD>*8j1 zCYuk&BXr?5vD}Sxmx*)%?bmrMZR3vJQdRP7tTJ`8?DQnTYiylnlSCh4x7W+li@%#J zl+?T)N6@*^Y1neMi)cQcSM32OSVzxH*6ukU`)wcA*#cf}N8HUJ%ghU~=8Vk?mF{(x zi{Y#zyZ!kS$&KwwJ`B!LaYHALANIChuUA)v^|=nRq%wZb?t;A=jvFWCThamGsPvHh z%;J^Utj?jcUEkVrnxAyf8SbfSViWbVGRAiN>pAhpwd3($K@Y$BnIm7;tP!RRo8w!f z@Hs(JHVpk`Pbe)%3yDgdH{)HbcfS`_OMhREWWD=+;}EUr`W#U>*?M0QNz-;d#D)zR zkfJYmwKXw(lA57&ZNKHHLPnl@w|dst3D0}!G!dT3e1^*#KXK{(AeI69yC|t@9~KA< zfb&FWCkSsjk>78NW(S3IP2NQkpNxGv6s|)<35rAn*OQ_{yhVaHkyrx-VKcya!EE=- zXl~4T_(;pY8l1Axzkh+=>dSPdV`M|-R>?Pj73UP$l5haCvA|h`G{fJ;?s}~2>XWV% z4{~f(hx953(J~Z+IPY2AJsAvMpf!55m(le&S2nRqni2cll_bhbQ*kM1iJC&M4E_7| z2&JThpN6-Boo@GFPMdwx&sn3<`*&%xhDCV)um-+8k70;I1Ze3TW7TSQK+*{@fYeca z;IG8aUWYcTS5(iTaRUtD6qZcXnS^oqU24B!c>$f-=u&xOPDfbj{gS+3c`wsV5H=B8 zYP`)&Pk~0WCZ{qM4Av(K<+jq{UO1jgSLSg8RA(B9ET^n*)C5Bu4dgghDiEAq#;`;1 z5owa#-znztDjUNRQOenFAW&~C(nlG4T(F|rcP@;40;Dac2>&$|MuJv~cLY!MBsOOe z>+Kb6k_eD@CZbfXpqF7Z!BsF6<@~*hKn{yi{dKtP03q$F?5NTJ(k&HZF5{8@*W zns?LIxrgM35qt;rX1;BdO3`dewC*!D_a#52%cOpaf46`)dMpyzm-a8-=#AEp*r)IF z`xwfZ@HLr;Ueic(p?4=L7rS8J2$Ofd%+aB+_N%ch+$k33=egJ)%G=5lCn}#(W%5Pl zjy2B+5X*XvtCmBK#0W!ryxD%#nh5B*elwdIge=oWSbsc|kFQ?o18pb6jNmE1YS^t zeq;T>q1IUB2)Z^_%KE9{2Yy532F3sJeocVlzISr5DDAjzLB}2Qr;N zJG#0qIkQ^jp26NNlxYKVIqdp~(*?9o50FZD0k#(%>weP}p7DXt;;8EB#x!buE!8=U z=Xec`N(PKFSWLFDx)CcVsTkvK3&U*fzR(O_k6|B!&~!d&RW5?)OK&H3zmu&TJ$&Z* ziE&NqH;Xj4M2XirO#Y?3Q(lxi+;|R0@*J~4=9Du}=O+b_C29oa2o=jybZGEAXT6PO zYm%c2yuVA87B*=(CYhuuPlUb%*b(e2s?Rbrl{i|;)_KO;kMEb~raTL|^Gm}cZS1@rp} zpS|p=rq#vQ>4%(VNw18>NOPMyzl`9q+%jFkeU7#^s_LfEGs`NJFWf>~x%PCtF0CfB zngo|A8Xc)!I)xd^{D*qlf{>|Gy4&(80Xx`B?|1~p`_UVLS+mQLhavKBnMp$Hzr3xI zw?mg}rL;#c$gyrTN$$8XT3ziP8mtwmwPFuFuln_dP!4v$WzDI+iSr=9o|k0I*|60lWmBF1Fkg5@OJ|m z-9b)Eo+DJ{W+NkP%x@4HQXee^;^e^6d9Mj0zr9Z=-0>g6i-Vy;^t_5`aTe`K!J+b` znvL+m8_u2v@NOy4Ml6&*jB;hO0HJhH*pXa@bTIvw@K01I z&{rt!MuF3dUcVnK4K0wJb_hMFoOrnThDq%{#71@%hEqO#P6`Q?{v5rQ7`>-uBs}d< zsfl?qZ0Gmr)q*3v)ZklX5rXVa`WfJZehgn|p+Ytkp5)ubpXcc-C8)*@aedq>Xt-R)D?R2D6l^2?uogiNlgH|1#*c}5Y z^6yHJVI)IhqfIEhj#6idn{boGe_OJ_{~>)Smu4D6c^#r-iH@b6Aho2d@;%WxHqNv< zp0Op4YANOthrxmdjM0*)+Y%v}>?wv5MF|^Z>Yg-P{9!R9k`yT!aYlCqJNiZ|T;$&K z6HSCU5@{Mv{0F2III@(hqsU2ayPc321Wo^ng}{#^NjX}|TA|_D_$hfof#q7M-OZor zMiBT$(#Gd~1Z6O-(9`O)$^Aznoun0X)uO5Q67Facuj^gIDfoPn68p8&2YFIHxH%WP zC({L|9y&*PLXyEgp&5fRary3X-_?>bdpUd>ld17A_boF!_I}u)aru@JG2Ha~0*e97hkEEjzWMCvGIdmJZKLk*UWK+`->d^+bOUsV-#Q$0LHF=P( z2u;qF&f&50b&knxZpm>Z%VaXoKeot~0b*b-CkB?NP7mi8BIHl=*rc@hGr}fd>lDz8 z=C6e&Fs$GZk0L_wy;OL@=Un~BQu3V!^0Z5FTC=&sei!PB|5(tgV&6sl~comnPgzfz$%~1;GKB*e1^rlgZA)ttu;K;SmOMt~by{p` zQQ54kXMZE-uBC*4y`nGo36&3u%$1pE!Wc;F}y@2rv<5{-RQJQG`DpY@?2ZE zQXe7Ny3E&5Ggh_$?7$@K%z2K&Pitz|wN!qJ#yagJx<<9;t1D=09vzdT2=8LHt|khX z#QUxBXSE2TTLw+kdMy{HsH5$I7u5aWh9Q@+wc6c++!Zw1wfx-3b=o3Z)+0YwQEJhN z$k0Yd+k`jX{obpI>a3zl7wdCcOL?j-tVWNab%UU17c+kgnqC^QTwf7#W6tO|#+P;q zzeb_*2C)ZKGvtpV*&U}%Evxjsiv%4_tNn0toikkhhzyaZgxz{5Hgc^XwDi)Ov6i*5 zX8yH4UA@6ont*$UY9qb+w${Fswr=~gRJk)4$MIIy)yhvqQtEBC9_c-P5Iu(ZvBuJ{ zA#d8EP@)0s9HgIZ!x2RNS26M8<(+2A11t0+@eyG8h>_LOt^@+d=m;zYo*p{g#%@0F zFy2t14F>CYRHd8#DIp4hu2z*_fcODfB92P4n2WxWHxFr zf6&NF%LGdQyywsW5ki(%--UY!dFeP)`h-*a#2P^Ozo#45KwoV<(;0fy)}RSc%ahJ#;6rLe7-l$^CJ@&P=4|SMAvRDjbnSqOuGANs z4-A+c)-xO9W0dRZhB~unWdn4?(^DvQ>cS%qJAf^(zE)IvQN&e z+_@J`I=Hktw1Q!_(|scGI4Os5B|>CnZ*?KfcHHw|C5&;Ee!bo$a&fq|DRw;pNnkl_ zd=-8LbW}bz)E>8bzl{1iHN3ux-`a-dJzZt9lu57#c!`CAu&l#3PxPP7is)~oSM-J; zR^KCUbiA$xdT*H0PYq3M9F9~hpnhD+*enwmWeA!5s<2upFthkNLHSxa5k3G?*usUtwwbT@CX%(*}l#Mp7gPV;IO*7U<$9mfow(D%S3(n^WI=7$owzde?PZ@WR zFE(HdX6!3gzeUb7{du!Bn~w@xtf<+Ar`~^1m&PV$S)*FmE9*2@XSg!a8T5BhE7K(e z;VZ1x-kq+?8EiufEDe-*Goo)JecO+Z29_}-&l?%EzyH>b&tzs!8VL&T zBs<$bZ#y_lSx&8ZufMTkwy|gtwdWIg=qIx(Zg6l2$>^j$PYF~^6Jy$9&e{CTwHB)I zT|{v)W_pi67oq6Uo?mfa8GAJ_6N%_8lF$LB`34Z}-X+RhZ~MK=MRwwrdHjCzhl2Mh zbtdeI|At1!UgX8mgVBk7=IO`CkX*gppRcDjC5I-H;9KE^Gq0ug%$bi&o8Zc`e!syU zlC7tqL;jeZNV)H|QHQBaDRH4ki0j)6BsCFH=eoxr9KmV6jZ*v9EgPcK-OdBRx1;`x zmg)16F0b>8$%9p<%OktXBV??Cm(zmIxruLA!W~E5{8!>F=TWa$g5Fy$Bs(yMCl_uP z&7kWYV4mOP^#uqumFcG}{DR2q*+C?%e9sIPWJ>JnVvp?Iae8;DdPb)=+06%~Q#iC= z4m-cf{`?AY-=nHJtFN40+qf(-ILlzXKHs?RQ@+u+-67u`ebGN2*|=_Cx($A4Bo^#B zew{R9zQC-!{b+x!kab;IY2J)_$``*NJ9YdVHAUWa&BQt;6#c8G^SDUCb4ziJzxzh- z^3*$P5O3-io8UalW`}NcUx2}bkNu7N<{{;!_wUX zI-)li@MWynUZ!T<=YdddH|~!vUa~u9(jZFPTDZ62@9z7229g(FH@faeCy=+9p^M*b zmKj!dq5T=VJkOqby;dqey>wCTGOt5J$8JXlD96N#1oG*xznm$ z?=Yv)Y@O?7?MopV*Gpvxey6L%ny*LuBH6m34i>g*B`DQ$?G^?E;=tX1>2)cw24S^k&Nn$NVv^ zKRkie(VP3#!Dd2zPu%(Z0q^S=!nxt!8&xSU4Ttue;$VFd?<4qHRshXkhu)VthZ)m} zE|c(OuvVTQm1A~LR}qnf4CbnDv_3pml02NVE8 z)Xff7yx4X>IV4O;^4UbLMmR;@PLbzv_)3)jm|eL}l22k*QU>NoNfEb550P6y;G=W@ zC(*WO)@#)l)X^Kx{_r^*&@1EoN6(BYrDAC@J5?RZd@RkC>JRa7hG`$KFf{X2k%sCj zc{oEM47GIwXMdjhwH@|het@tw$CY*M+V(m0TzFs>CX@wqD|&5Z)a&)V+;{ieG?Vm% z+eY$f?iUOfCmy!y<@vuTi=q)H^B#$_<9!MX7OORMG%a^+^Q6DWtMF!>Y;I+}7`^|* zHvf8WoHzn(8PlTf5dLAUqIgyHsI$OBs~OIBA?aJ7$IK}o;QM7KBmSWHlW6o)#~PxZdUxYe#)){f^0E72bJxset_^L=|3%z6b!QsqZT5+6n-$we z#ZIbXR_vsLif!ArZQHhOqbk-jsqUWl?Vg#FS#vO7;6C~v-0QdYwKt~AiKPR*i*fz= z(8*o{K?F{{ya~(dLK#-0`%Q4py{mPvL}9apVSj^$@Y4dZhkX#sE!wxH`tX-q)7T>I z)A3BzT3a0)MxEyT)c1_vS*`d>mPWuVH(^$Gjm&!q46?7PTNC&F&UbU^{Jl}O)x39A znQw;S^S;qjl22BgA1*%;s|~JkdNE4`ri&$>4u9wcugwr_2C4J-@g{G*7NEfa^&sja zwZ6;r4OO{6^#3CIbCJOaY`sqi6K@>Pp6W?%#=nRXQ2b4FH=-&Oy?aTXsx>qE&8KU( z(8}uEf9J7`5?FV^e=T-AzT@<>s11=&)-MEY_GkjD=s6V5o7!mMuqv5v#e6pqK{Olk zkQD`dR?*vRAGcrpI0V}*%;ziq9no<%Mkhg3OOhnSOqpLYvTmBF1s1c$a)v$}-FX6yo9 z()wHrDR21qL!w&~(Zjb`NiI~JPE1WNp9Rt_O7)yMVxhN9{4kB}ufrROpJ#Nf*o zkqfpI!~z#*xlMbPSb@#}6>c&6#fBp^2Wmkb>3F9R^5Y*raRh&X+C*Gfnf8&72nsjG z8CdEI@h2`yar(-*i|-W+`ulfS6@@z7DsOWkyreqA-lbb-P?8d9lKL3TO4iY>;+(q9 z<^vKEMZ*R;a=FEHd1BItF(M?hqm_VI6QC+|_RyHI-A)&(=E3@!GFT>IJ(uk<40zc3o*$B6%>WYa#S@f%* zQxieGI!vW9t?}nK<5gK+41T$>drA{&%QY&h*`^{^A?L_)T?D`SE>%>08;5cUxbo#p z8YiI2l6{{R%z8KrE+%=1++6z27gf{R(cHAn5gM?URYhFnkOKNku8(D0mr7dzHhmPxXW15%^a)($-cIzraLFKhM z<7JH1;X`aJ&9a;Hd!2T{bzPcaO$WeM6ZU&&%p*a$uNV|L4FGjgav}NVHLuuZvNHoDzZy=Ug=#xp zO5NJ>#va%>x$vpcn>mHQ3GEL!G4;$`d`v~L0!;E*d^awN2Ckl05f5p-Yk->NrG?l_Y4c7d&)YKY?1 zxpqH(%}bR%sa*Cb#Z7Mh>45wg+w2)0kDGe^@vnD3Ce!zzt$9wGByMF)aaf=f|q3cy-749Vy{<0&8&L_C-E_iM! z9Q+6TG_F^9t%tCu2f3lwq+gJ5K>+Mcc*Q}8WP=8BqnC7mi(K}rm0{nZd+jaRS4wn7 zYL6aj^lsV>a>#++FB5$r1F)EPeMk#Q0Q7!Bwtk`uA+~`uH9!CmUs)LAqK{p>7JEe) zJENa<<12DU&w9T|J+2`4UH_=L2*e$pLP_7ci0Ef6OGtZQ#lBy>LquXigf?RUr9t$d zU5IKx)Gu6AKA>JLx`;^>_ z43-J|(v9dQ{DpGNJbDAb>nw~Uy{$$Z5=KG`Mv{ajokJQVk>(|x4t4Hg0o4jc_03>|=j4j@Jc(4Ygv{zj%g+ftxd7~rTFQ1E{XQ)pnA5XhL2 zNSH9Nn6S{8pH(Sn_`i9nPcIGv)TayQZ&eBs?Qd8L9vTM?90wB&7Yqv*2H|g83K?O_$k2q4ID{~$gzyN2Xpn@M5JaHFf0-LR z@V}8M7&Kx8#J_DRqJJc%;897C;7O3-NYG$NFri3rAV?wcNMW$Zz`p#2Z$3Lyki=gA zLKHA~6!4f7h^Q3E$P}mulo)VSkYA{Ap=sdpX;4sU0X(#z%ydXNbeKr=khJvBU+7UV z|B;vSVE{xjz!NhN!Z1)kF#^OH0pFN0(OFRNS#Xh9L3vmqS=eCc*x)JI0W$2E*c^aJ zPJk{az=ad(3nwZu52zRqga8i=8xK4KFF>9blaLP&O8}tzug(+-wIC9s5G=O{sDdbj zq$nn(7~sEaQ{r$!63FZlL&-v+$1=m?(Kp*&vitUoip0L^L9lS8j8InZ z_S1lf_!QhM>GF9Xtrl{v!tRZykihO!wA32;2bzmQlI+(C4d%nFl@%0?p^jv+j%QuQ zuv!2zgf~<_Ro1q>&CQ)#^*q9M8y&yAizYj`f6lk-R5RGDG2U+ZiUnucoZS5~W{L9$ z3S@OQM(=iKmYcR`-gEC>d8$|fd3nq)p04$2fNm$8 zg-g;DaZK`M=i;Kc15+AAb>@4azxkhcJaX-!2tqp zL?#87S)>t~_(^%_lMP?6x7swW&KUGNSx!xY#*SL$8g6yW%k$Q3#>*OylV&TM!J@~h zdccEaD*F!FXej!9yLhmpuT>*3L6Vs7&SUYH*QuxnNZm~<-{;b9>OV~2ssuNAJbw4S z`J`W#P~*`tpm500Rc4&YTh$KU?pd4`{{DJwmqJ64dC@JsJzHI|K&NTni=3Wuv#8Ff z{bxMR>YQ|;f}I~5_bn)09XXs_KsB%sC!o%u*6}jD~CCBu;3oM)UgtNZO=DY#n z-9*pFXXEz#=Nh5w`V-CjTk8UdZixgCi<}hfTfUGk za!JF0`}W{l`4!<`H9uV#L`k-;n!diYR%jxSrQM;QB-Q7RxIMc}#{oGG)2}st3PZwe zU#F?@^^IP$(eM$V*x&a)=Eit3S?xl#_p;zg`$H>PWdn6jx@oGa!%BIHkbr0n;jPRe zB)A4eLdFBVt_T793i7Oo;vh0PLS`%>x))`$ z`+Y$YMGHm(W5c;t`Kh2If^+>lS>jJ;HK>QIAEHXDv}&JkSZ_}+t%f2%!vz^TNVEWh zvw38HmMOe=p6u=cnnR}Si@S*h@xE+N@QB!q_32scQ^r!6zCBZ#Wxui3Hb6J!ZnSihMd4_Q5Vz~zJRLpz6BJOdD{2Ifiv$6%guN2Z6X>*BfY+f{- zU$_}Tg0bCd!_UxjRNqtQGvyD9@hZ{xxTLZ%e9ykx(w0e5!l)F<*A@z&9w{434`JJ| zmvcrEGQ&}lRHKT;hlb~;3LFl2YJ9KWaJ1ye+?(+SC5!0nC?}J{Rf<<#s8;C(!yj#v zYBYe!qOT-UH`1(fQooOe2|P77OjFBbz^vzsjG#Dt!j=b;&c=uSPC%`NS(cHGuR?01 zHEOh&_i1fvh7PEdV`_yodO>mehFZRl*`Sr*c2+qr^2Pm!hUBlYYNCFOos)pzO)#2f zN*@SXQwW*$wXh585o0jHCONZ5>u) zFQ@i_B$o~na!67CzV-h`&Z^%SyKfWPg zJ7Zr8rdl7B9j-Ik+! zYSr@IWH?dO=orx*u_w|xYk%=cup_2nqpToq<#CMw*<h)(B8BYH!@OimZbvG+q%f`C9 zZH9d%CD#_A4uZG6Elpe+zK$utYkqedfYj0rC4b}Py#orG0#ozdGqgfgGw9}fW;+o} zG@(`o48B~`uRWJ_(yggp)JbQB2c4h(!#g{eKuIo9NnLyY@{TWEsw}C%@EKK8=e;_C zCVqEz+mYDiky|?HQH8AEaWxwU&~L%qawWjSUMzaNr?a;%Pebu&A#PhMS#P$rCp zuIW^piZ!_gJA8G{zred7=H~2Y?y#7>YFmly@lk+4k|)N5OS53&Q-T)oDdHnMB#Q0$ z`lu`4THYxa$qSOvP5+V~nQ^D=>v5)nXXT_Y`@5QR$f}?J{>0CNQmYv3tTxX*vV#lI zmG!n_YGeIUwmO`F1rm~)uDgcu@k-HU1k+1C!mXJ|?1WXX#iN-@k?7cvQUVA$jY#JLp{ z4J_FC%Fn{xRE-JTuSUggW%+xinq|{H0eXoym6;=r3pP%R7t@d<(!Db8J^Wp>;mCqh zqndlTDVo->Ur?^swUen3wkL?PxhA;eZ%*&~<3O7S9LE$F1MEOPa)(nVBmx&C7&9eO zY?%5$IR6zVnH4LC;NVy%6tCi7FJOty@d1c!i07Jw@#ZnBt-ZH?i}wRW;FzhY2{wv@ ziutFShI5%mQynZ^$-6f%^xjFqi3%+YI%E#gf5Aji9hz-=#`;e%p0v6@kE9poldTwM z=(Cv5(vNULs!+ZLPi)GN8A-FuMcE;V07hYZqZ5@BCLfPsF%oCjwvd2S)6g6fEV4Pf zUP-iiNq@JZh-+sjA~PFuRVDspyixnG3@%hHHMf*v=f;)D)FJQP5zi5dC><9A<6jhv zyS4%?=AA_mbdKLLp-u9rB0m?KK`qvwmKgHdXp7~ajL;|UYo;;DPp&Yj z*7UpfMCM;N)WekS{dobw<-iutWGeS7c3v*wh+ZfepgK~KiO4Nfm{v)geTp}0Z;Ws$ z?uaDf%ZzUvM~u{}XGBdLv9UYcbEpD0p#^rL(w!qK7v7i9c(FOpCQO~a6E`xD1U(qs zxuX!IWEqK2YznCuOc>?ZJfi((f0Er;JD8*=h}e?*U{_}N{Tz_~9$hS_;fHgEC2H3{7u-DQnUjs+?oY^}GZ{zF&*P+Qqcj*&_$#_SBZ^kIebTAboj4VO&dkaQToWsOd3f~p09hpS6f zSsqAw1DICzqMN3B8hUtZRmVvxgsV$|bcU^Ky*gg)>P-FMT7!>8WbL7~1$RAOGe3Z~ z!u-6%O%?8arrF9RrMj$&sbjrOn*}Z1Ijn^Q40uwlccV!u9<4tly{f{y&MiKn*5e3>2 zZBsR^=;sX(MYzHq&E^?yRueykgpn{b>Y!=UsZ)D#I|@1ZhUxGVl`GJpHag*GJ57P` z9n^FqCA3hM83W?_MG0@|if~P&s2x5RBfrOo1kZ<9cl*!N!t5qcMJGmEG>3`d#(pV{ zvQ_*nju=bJ9V>w77h49H*9bE%DnMF1;H-#+CskEpdkUos{sr++YEUJI8x z$=kMX+5hc*9G!oTl6p*-V_JtlLa!3#@COpZ`;hX>nArKEIsM=x&0Hn?q)bGwc4S{9 z-||U$r&{DWzTiRqOW&U}_J0rXAPiMxOeNLFV!x-%2wO2e86Fo0T~k zdOKeW+twYvnn=66D>s8Gvn9Q`P_KhlMzAG|JHg|-oSCyd&cDQ~8F9Ip$NSn`L$Ln4 zV;g#En7!8)g#8ozuSSyzFWP^ckP?Q75X@Y4 zUH*!?>P0-hv)a_ny5`9_+O)Y;__%1#x>m8Ngw(rO_HyT8xQS#qLlDe|p56dqyv@B* z#<;%O%?d%ezCyEIBtY6zpuakyyPcQ6&6i)=sXBq3zRU&^^nqiX?x*;rTVEwjU3@Rv zUWsZUA-X)Cx;~v+-~ir!wW$}LK2Ih7bL|5o%6RSi@rSAUQm*^D=L*FIzZ}cfc>Qhyw)IxV7+=$lyYk*8^VHl+194 z0*5X1)_V!}B)h-sBJV~RZep~b@b!MzrIZ~bsmj6^6`Rq68y9H zaT(ZkUtIk($QL#I5ua?koo|aYrlGH5`En=!pef*o|NgRad8fAZheGe{Zt``C{-w+2 zshjZ`+v5Rd`YtB>?LF$H1$a{t{rf}at;zE~z5H1WXba}Q^RDc@(#ZRiDDazzW4GGl zPEqcPndo7Rv41nt!*Bb;ndm-!dh=%bZTs@73kew=08g$yvm+b;>3$y;6Z4}%2N6t4 zs6@sfKOC9G=HTQf<`)nGu_*HY7Uaa`XBgg$8PBVg<4_>M{A@WWy&+E56J}=7n2$fE ziV^=uaO(7X36_$1z3H@uN`@3{Oh{VH;<&y}BB=`TUlzxFvCh${kwz8H?6lD3#2k4L zMc|#ycf^E#T!ZKXkwSar=6mzCktUdUVGRW}#&J+(_}AD8aX>671Y7d5z)CZvTMr(c_-6Kc3>J-YY=EIme23CG%yw0CU72s5iy3_QCzNURLOt!H^@* zMf4Laz62R~`#E?k-IK#j?-WyLDUH1a^?4nb1acMoqhqb4z;(fsV$L9vppYT_=y?um4GqpG7yghd+B5| z&=|@7hJDLXMJ~~RI?F75;to2eg5R=ioS<`@bTI44Qe2fH1MLqM>VYMw;cHhMTXT1R z6oN(ZB8!F)%i|LfdMkhy~DzsVY7I$%|`q!quY&^O>H#@NEa z7SZ&5x#=m9`zB%0Nl<3D_B2i>w~Q=gagVodXdy|=Ny{laV`fYa44bLi($~0Q>)ZNb zv!F~j1Sco``DCFKuU)>#oG02xg`PKr+eL_DE4Uw*hn=X6P9W45YU&@+z1<$7SR$eV25=#!QrteIUZsy4; z1PdDQmx(HCBic7W`?J_u`c(5O_m}8Cj$}B?0c0AR2IcH_)%GvBiM$KiSyH<0SBcm` zD4O9&yG2w+gU%+@)CO2dIX~voNVS|i*qL^1A+&}x6~EUB^Hn+ z1sfD_&1PLuAOT#T0>1>>Qe+(`;ig@Ujx`vz4z7B4tr%?(Vwf4_bQuVI~fNHarDP^8KRey`%wkiZL7 z*sXNd9yoQ)kv@a4i}Dm9S||;J+ieuCX#6 zTn3C05x-x4QPJLX z$gha=SgPD@OjfXe!Z5?Dq{p<2MSVk7eC>mKvN|*_Q5#w6>%Qw$FeXJt&%p7Ue2R30 zi6i}{8x-O|>W~u)S$4FM8mA%koTK4SE-FrHBJ=N3%y|kjRF2$Di3#}&@qXtCianV4asS|IC#y*i& zZ{Cl~pbvuvO~r9%Rh+FgqJk+%XKoef*HlvW`*NcXZza%Nc)vfTF$J-;RpvG7SBbf~t!aODT}EpQ}t+_=yRW`o^#xZzh>rcVtNvq-NF1h!t7cuhNc|6Q5uBFtT8fqAZMSsa2ZE`B@%bUDZrt- z>6M3VdS@PGfqkIQ<3g8}yXrCjR}J->lsa%?CXJBgdIS29?K^wy;1K~j_!m>_S?=|j zE0Qec&OS^3byc$}N0jmo5d6>4$29BDHq%UVs~>n2I^w_K6u;^fExxQi4Ltx`8WAMa zqAdexw9y(@*-yo;(;Mn!U9zGHZ10RWLOdw0imX-6LyFakqmoc^^&c;T+&VfTI9u4R zJA56moXqiqnY70>Z)R@rx-Zh5x(KQyLV~rwqN(W*3eLtkPvdx`sr~_YPW{$78f!V(O zcKVPdZ3ourpa%YXR?m~W=Xml@{WXE0liKr=0_ft%na=InPTh8_+e+Veg7oKr*Snk@ zYj=gNE6?D!V>w$BeJ~C zu3Cp5lNs{_PwtFd7gCIGdYIW4o|C>tO0l7yj|80w?Ol1)L}_f4-7osd0^gY!z7ddT zOQLdiZm;TnoZ1q838!|oM zY(h{GJ$PskZ(u?&bb?|nLI~(^&;^|cZ#`45pPi|mPZq~nrVTZLf!_u6mAC7BtQ?)L zTC}CjKED?my$9AxDBiyp&!dO%LJ%vXmuR9J5&tV$Mh{*MKLOv@MbJDo);4^$X7q7B z3jFpj6@AcrZ93uY^aFj5VP8=%zA{df5LfgD;)(R2^%ZdmvKcN-`*6o$AH!s`%~ z8W3Sd2bFJNHXIivy%1Fh5K(;VgP;=wx!@BJ9hAZsQ+*Sr@fdV1>tRU{kxdZOo*4Yz z+btX+qC?(9zA+#wI-rMMDnd8JuPmh0(l_**(`bPdR$E*Reb6+aSBhASyk@|HO%(O5 z-})k7<-$kvZAg_|B231g>7Rlet6_ad@dwlnu?{ik4MyXMA-9G;j|~a0yHaVRA@d7~ z9}(idqAiB9!$0UG1IWZb1v#n?Be7(XJ^_+4mXcu|lE8=n^3aJP!;6tn^q~mRLUnj4 z^zr^^@=;uoPeIP8rNJmgf<&@%wPl19XM?0|!RWFQSI~e|Bg}9>gJhObvU31P4!m@} zvQ*~V=y%6~eC?V%D``-XVVeNyvI^<)Ppyu}SUEgh-o{wq-54m(NCmizJD+4-#fbUc zNc{#uy|zrOoClDz?d0bZIu^iFIutLx06RP!Irk2msr^<3pdM(O-NB1mb_ghv1pp`@-IR3 zx2c5;|49sefRck78EopG}Nan2o>Se-SYzt z9PzKX=MyMG0{iRk0r+45L@+?GFkqoE;2<#&ATU92F(DB#p^fpb)U& zp|H^Y;qC#DVFMVjL2HdJX8pL zP<(s{YihXo6b1s{=>0)`!+#tyJ#2l%lAqS-W~smI(CS)ZlLWe)E*p^ez9t@eG#BCpKm2NUGFeITOX2J7!X?l4;2 zo0~pAPs8?EIc+;!U!QJeM}SuZo!<3c=1tp{neRmkuJ>}q3SQuqSekr2o@8kOO^T9h z4p>!`$S!ZOYMb7~7Gmoj%gj`oK}*71Ii7>UAyZ!v5&KCzDU#-N0#PWSM?+mGfj4k&3xm3J-LTAUQDx@wVAstOz{i;7)xqd>Bk6`{@s zw}II%*>*iMNKkG%qaiN&)@o5!PcCyJI7PTl6*W(@MwN<}W^&$ynTvy0xI=+Nax)^+=k-Gt2Ofvz_=2alZB*s(<}GKf6_s9dz3?YRJDYSYBSLzl zY_p>Eq>gMxSk{Pq#>a3hu7aG_mC3vdk(mpi-#dTDR>uM-EHk~b+bvQowzb&mB#5j- znF#v#YdJ$|I=P0VS-ZGsExl!1_e-U1o~Gsh@SZoi6w4x1F@Wh3FH14t4QJ_n-?&;7@qy=G|QWQfYp1-swqRI2mDd^d76RyqM z2oG;NTyr07I!w1SCt7;7zwGRhBHoLML=DhK%utGc zsGW9Bmf1h4860jekWvf%5#Ox3jGcyYt_)VHQHKcK&DT^D+cNP5tM*1x;wUE~=B<#i zc0Yo(g*g~7a=^?>-TOdbXV{IW2`8iac@hitDi%FNgK0{oF)0do{id_C_rN`3eVf$S zZVVOZQqIa{pZb&U2q9fcV(U;o`Me-qpqv^=djF=R5AzC3SgVR2djo~W6$QNR zl1j#N@%iX?C!<1RSoG?01#1Ud7`7Z!=(q~S3sN+^#wiIlJ$-p8Ruq(}+#KVJ_QiY{ z;Y77b5Y%mR%A3??ja(^1g-vWUU2Nd2`D>$YM++_*o?*X-a+*~v;*Bf8i{o&e6zj7R z9osv`WJM_FrI!rzzjd0we$`O@HPlE|Zner$>$=QmU6zyVh6mMovQopRk`fd`sq&{5 z>1WNP4tC&?0q?7NDAv%TpAVE^s8JQ zcKno7i_%e3UUp-#`MTsV_QS8-zD+43va>)b_1nhpqF2`bmWo#tKN&H2c7^u%S<)*o9t7GSSM&M31r#8waLYo>^PTJmUDX8i+N-hC3vpj8;A z1O>X>3S}~SN}f7-?dHIXG6{*E43hU4 zs*`7`?V5|kKS7{P2moo|FWs9zY|Vj6yENIW6Ddvr6MURC?&`zC5TaXHHY!LZtN2sds#gE1fRP2Y-wm0*Yu=B231ZLO3xJ#AC*DtS0_k(iw zmUhui!~S06eY2f>ysr%hiNH)z-B+PvxM#+#W8yVE~>NRc3# z_Wn@HYVtejyBdJLDccFObv*>=z>|zdqGcop-X}smHG?s#teIwF!WCPMrFu|WB)0v* z5B^m->*o=%q50hU(E_aY_1wvY+dRh~h*WD#qG;#9o+1Bph~18dCOrP|pr_fm@P;1vqi!dM4ERr1)A+ zBpbA0IHQ|+wMf8ilX?=E7~YC_kgKBNx8M?DqbM~wwQ-pJa`a(5F>MR><5xG;HgS}I z0&{NC3a4~x3`S*k!Dp4UZ$Ni>jnTB`kgZhl{Z%AZ%H%O?M-=&JNnIOISm416ex8w|@A?L=6RD_};#Ev$%^4%^8ZIyiPN02I`# znlg|-_!mP6XEx9|$P(2vYlug4B+$PFaD!p)1Z@)=;JH`;FMFi0DeChq;w43e`Xfar zwI;MZNJ@xUj&#^x)x`?|D?oCY(=x=(+Z4*?#MOK_>;^r&$Ulhs#@jL3bf}3@=Lxlf z1JK(f{(HyTDw!>UDtuDJR7WBlpdRpR*$;a;9GWu7XvL`rn@P{d>peJ10?Xq1DAH{> z+z#83c*LW#(ff{r{gjH<*%?Q3B}fg~dlwsi4mWG_APtBsLyf1gR6^R5 zk3}o)vzf2`H^*=0P(d!q40mprr`C{CekhO$2$W&IW)^x>DFM&OrlE0RE(x^H+Q%)a zAI?THtx;K0VJtYQ3mmBl=CbMB(D2Iv5Ej)X*sO;v+8&dxJH<|p->V1+pXG_WOk7+uO$y&|FqT z3iDq`g{io0c@!tcHmlMX6og47{-mv$7XrNz%YpLWr32IK%QC zv28S@%%_rb=+d%tU<_^_VjRr#B{cKU(&D~5>H0CJr{u)SjJhl1rl_T%NVR3mQ)P*+ zDaalq{s>dVRu78;jcr#?Hnu4GHIlKXnr)+mpbj1XLR|oCEn=7Uc0Th=SI#*LjD-QZ zWrxK?MTJo`P?rR9psKo+U@-?FLz}y!l%8UxXPFBk(&TZ3mW~D&eb%n_Pc^*4vTz_am`Lj@lvfuxop`q%9}LvD9cKwPBq9WJ$2m#BP5E3 z*HARl%FRcMI$=>>TYs&eRpd8EBx#n-YkEH>yOy_>sl?`5pSfq973Hs?4DnPohm~1C znIR8WWYs{Q!4@+f0j6QWgr$l>G}C@dSMrpV8`dJeSY*+k#jkUD8fsPqsMj3OWQSp! zneE2o;}+r5IuM3upueJUpZZV)Rl-_iu8NXQ!}#yv)y{^F=w6x;t1l!y zFJ=8<|r2H^!fYoV&SH6Nds7K#kp^Mq2$ zMu&D39`R~b_gwkdYFV``6*M$)yp}DAYS*+pHQ#3Sr;_oVq7#^^cB)<#y z|9I`5(`vM7F5hnld0i_L2y3&3Gug(DhTrI^qV)|fZ}uLmT6}C&!l}Z8?0WCyU;B-uGVGDTH6iG}5Yc(MlarLzL04HZs7dDY%Z?Py0J(=5_GfTkFG1 z8)IS@XN--`Yo!HW$*;4a3atSOt5y6{jBzF%G*1G2!{nmpKI_E+P&myTfB zfp+RvhYa%q%bvIKq(SkKhP9!1{O(nzPEcO$i65QP+CBB-T@?6ZfC!``SU3rN1hkCN z^woi!4DEz#@<4{hFf_hfOh?b; zTU|{?#Y^)@sdjx2OYH`5xaotm zv`b{2S?!5)i#Fc3{=u?oe2-cn-DHI8q?<^5zvWCKClV@ucM`tdd`5MP)g<`l2qlW; zCd_O!Ez-Jd-HZo_z0@?;WPAEV9^XVu4*Z;?d)$}J$z-61%^7?@9RgYh{QNC`_J?*9 zXKsyJNA0|Z2jk>CJlCLs$CTI+>}kf_eCkm4+UQEe0?8%f(@pqe*c?qJBz*hS)mpXd zM5k)yX&*ea5QzL{{QZSLd#$sP#uAF$Sf1rXBHrR^`Jg#zrK8Ri>HDy@=fr{5 z!dJWkt&VY|_hoQtM6$@G%K|9t$cZznE@qCU%83=1wR&=dRW6Y71-^`ying@K;;7Fu zqs}aQW_MTGJf7TIq37cI+kAQCY$|-A!%cPeOJpbhdQR`^Y)Gxvsevy4YTPD(^kzXP za!lQ08i!=Li+&vxekAsNQ3J32{d_J6cN0Un#Sh58vM4(Yf4RJ|x$^s>w=r^TtYY?O zW}Dv1`k_wTG~e`&^{Tt%r1IogV)Oj1^%m(RQaRPITxFx8POshM_B%h*BJM_(&gN*v z);3!s6$slO6>UnsDzXb+Ke~heo*7 zH8U$8VV!PkkI}1&JS!UCtJAP~kMjz-2vBbtxrJl11HRRS`eTKq7WNwN02XAUlzxX$ zcpO!GB}1y0KWCi>0ZNeprTBd%!wt;{epfT9lU`?0uZlu6YS$?0Fh6`9uj&A&;|N&^ zUY-7^%<}*)y-T|)lgRqGo8ZXQ`~b)1$N`vj0wu8Q7nLj`Fbn@7W7{E ztU zpFRj~#OJ5X(00fvljrm3kR43rE6mJOyzY5Y0fcji;E7`99cMs7dNVdukW4|xK-SrvOxAN7O zI!vnrmDDKRu&|7$mhT@&x(>h(^YtxbHq5uh-Iwp*k8J(k+(deGufG3Ef^kNC!@c&< zm$laV{x-eqftC2VEap{U>#PX!I^%n2rhKyxnL0$sK49uT*F(MFcSI^wzL+D})U$tW z5rL}6zJi_J$|pIKL;a(p{9^6>dZS!+iHrt-LHXAXA!0NC+wnoCQYz5?kvC|3a~Ze7 zGc^+&NrtYw^Fb|)GkBb@65LCjDU$;4*&D9&YhN*g*ZF++=~AW1eTNTD{U>{IF(J&a z(%GLHeQ^a$*>49V5!4?lbQ&G@mghE=V~D=?@NIHZjTN_-6^6z6VNg=q1HHme~q zKII&uHBkyZC$}r-SAuf;#sr6Yo3 z8=bF-8e>Ph{(3FXA_-+%a?a;D*@}B$6(~v7?{qU6)`#GjMJ&&#Br`Z~0%E58b*tXA z%og}Iu4OVFrtmXt1wxM#axF0~1E=@;i+u&y*f7Hy_)HrwflFmlAdNb!9;-Rac-L~5 z)Zz4jhJ8*W9&9RUHwz{CSwoZ~JJ7D4zvJVb7IiKbYl;I({57deD{Y;ouEEFnpA3G9 z_fkN2#`qpR`#p9xxa?r1HtYUqm8lvuWYU_C(U{6hcJJmmo8<-*wYn8*M}yRbNVNfa z7(k@y9tvDh&cII>DG$c?L4%o~nSE&W1J+D(QE=hQ`+EtZX_rtz1sB$th9;f0!>ngKR zIgP;r(NHw83DQ>XVIl<09j6$>G#6Ekvr@wAk3OU1vy@oU`f1oD-Ok0U>9f(AjbwB! zyW`+MTdJSW%SHO1@)=zcZh4nnXV@5I^RlmSua2zaf5OkJf8QnZ^0J9I9$R>sCamk(vu9@(vY#_mtgqZZyi13zo!pBy1SI56Y0xxd zk3|SJj+1#3FNznMNBeE^lBOwX4PY3;hRYHX!P;YS;`$>)s~4EAdf^PLtbQ}-0Ei$^ z3GgGou#l=1)lfC6T~3?i_Xs@|TWm0b zM(-^LH$uDYg#&bdEE#He=^@|>8l9Yc{eF@7&Opr&sAu|gtUW~Sq2_~CpGhV8RHWd8 zZhxkVo27O%0_QOmR1GtK$mb?00~a4x;-m#BDxze$#EAPaVf4;1m7G@USJ;U zC>X-&_-(*Wg{n|nk*Bpn=@oyOq#MfLuI-QpTqUy>GvCD!#fK(g9$?p9QH!foG@+u zL36Qu9PRw!JJ%lVTANGv@;uR7Zf0LX_p=h3jXnBdvX1(cRUVr3oG#+YPt@JXu%xTb z-Yc0d5gy?jH|L!d%R1^AM}1C`T{owfXrrHUCHc4XFXq2nx5kMQUVgX^P(C)VnSC&qi6 z`yJenb#a>b2)Eq8Q?<1?6D6(ItmG51LQbXTIN1BRWVXUL3udTr0P%)E5hJCCs0vE7$wothJI{og;PM zv@$+^eJm2j^5?qtN+!fG`DHcqBSFU7^EjWTwOMn~J;R3nBF#qn@C!d4#K!+j+Jv3Z zDR)z(;{h3rOc=Ee*_UDEsqFn+&)7w{PhQYH*@a;gy^(&J+u$pEdNP-sF0ryS6lfK6y|9teY}x$mfI zM?NsTpC3qRyQQ0Dzsu4xNX74dDl0IsZ4Nd#^`UfK@+>uRpou%ynr!T`Uw3H!WVdsZ zg)_J$nqt!Zy)kskvv=C(Qn+mG;H2q!tu#Yr29e=7#*q34(?)N(htq#L4+xhd184M-CWs=xiejybKK1u-mo;Jzbcxf7VMd7|XEZ^6 z2~#?8Kje3Xwza_8`DeC^@zDlGc?fqvi?eI=y}e_@i-;$Zi$gfQ#JPgRc~1k_Zfkip z`WeCB-*xo!BMA$wb_zuGag|2MeQWyGP>n<`-j^l z5DOS3W+fg1BvQ}_gfk?R?F8O7wbU~Dl{%Uic5QclxYf-5fPB^O^|UYkb*=qvbax-*bYdUD~vpC%1rk2 zdt%9cEP#q1kbIOMy)O^U3Fl0L;ZBAbiijGWzmidc8MSN}{X8p~1=CG$6$I4w5BOLU z{5qPnDpL?8lc_OQsNWK*KUzF6TzWcM)=@9%G*<33SScW#moWCXl9}hc~ zYABGC)gP~+mv649Yz!Z3QIIDQ8I`P%Z?BN;gh}$j8bdMm?^>0A{x#ZrI#S{^(yy;D zWT!CfH8I93*B_)X7B$+vJ3f{$u7Wf%ks#Z4%jtNkF#Rewfu%_CReF|D@s~jL91QsF zFd)%gkw!&vk)vd}V{)!TVR>K@5hSa>`>lrQ+i!}yVao#2^xNQoz7;1enwJx#~BALIYE*#0b{Sia;gMxJ~eJU;#@1lP~?P9|17o0JQ)21`<2~5&j+ZfAA$}X!w6KNdNLBC^!TdD1^U) z3G`p-qrY|ufCdEM{v92Ifd;}s0sjV&zJj0-{@SH~>ql?9WB+^l2pt)KiwuSQH-H59 zZvctrKkX7c3jDtfBnea);Q!h{!ugN-(O9q zVc!tb+Y%WvE+P;Yh=_{}hX;j^2aSslk4^xfCV<8H8$bfSHIR@9kPrz_;0aLS2+&~( zuweeiknr9zNWow@956DF2*6GR4JJZEBnHqC14RC2kU*$!17yS~AYxSDU&Mq3M*>Ao z0*6lu_(X~aOG*Gs2GAly#34gMB|}C2TS9u73psY2?d)D9fJ-FnH~`ORzhMxB4k9QU;^;}jUi#7GXpf3 z0anaNB+Mv;%;>o90n+dBQCI4tz{bfC4ul zng?LS190cXBH{zG@}W`lLrL(%2?_v|1@H+40nvgWE3r$WN;Qf|C z(gEuHA1D)PBp$oX>PT(=a4e~K1X#ANU^Jdqy-a_!u5dh=C2k-?w!Y~9O9ts*%2f8@ zQUC6Y=!wq?ZB9eBHh2V6;6PyHOb}~4X}*r*>7*|X^f!Z2E<68%kW^wN{c9Vj z9@lINaZ}#2-7b*Cw4z|lh4oA}?uJswiv4_i_YLF^mx7Mv)nWZZmHuZ#s{4b$Scl2Z zF7Jhe@e52MH^?pCP0Kr7S;F*@-K54nR$FFhOrbsCT}{(9V#B-f7d6p^*D{h!R8^$7JT{NhZ% z`vB@Jl=&Ofh&)p@)Qpnn)?)Nu39UBK*|iX>!wOnD;Ic7)z>&Te*-xGVPeqhxi<y8DuN4v%i>X+F1e4n~`4sB3a|?^&#o={;m`IV!e;VQoL4rWE2jWKzS)r~v9qqz>*W%#1)NlWO}8Ra0#aKD1}) zvI5N#eeo+Bh$ZKPtM_r2I#NaTd{GR<)VW9NCAxBscEy;zUwe%9ep@s!S}*!z9nsMb z#cn3&g>Xiu$$f?T{$@rM+ZfJG@0-#(VO>upo`b-h6}s&*-NTygY}P9CaFJx9yuv+1 z8ut&n?nnoyhjz;F>UKK>_+T~^($TGq0#Sw0<|Q8cDoPBpNIsr)!htu z`U2wLN1m30es#T=R&;k9Ukh(|apdz<^UYT*y!SX#&da^b?j1`Y6 zbzKE*ZlzJP+!QL~T#p++UC(w;?p1ozZ-Rx^hhsoeWQUJkk*bn2mH9qlK^usP#gZ7nI?gYcn|StN*=Lzd*tR#hE4y%2af2!r#tJxCpe>$Z zYe#6GRni$Ox#&N)&5(#da$pJGFr8Q%swQ%gB(N}6uly6| ze-Y{UH5q}xtLD)_GkR1N7##Xl^v1_2qK- z5bCTPtU{%wKE+(fy;(-KqKO#DdKp|vW)P(~Ip7A<>tcY_bP!~rX5Bt#=aX3P17Y)<+jqgqXrMeHElk!wWj3$7490!@(nQmI_N6s+ zQeHUoMSTj$1^&r-;Jj9jnWBjleYLizu+%d8BK5Tgl^R*=fp5_t=k^n={ZSBt9cGb` zNz2-|!vJ>8l|^2j?gw`V1bBH9P$cG8+7Rr}Pj&OQIjYFOs;G~5>b(eAJbid_g$&I= z&AhsYu$0Uz<#~@yn3I~W*(1ttgnSG>YAu7U6ZU#ZtZf|Z9;zSQ=@o~$<+kN&xR1vJAcZ8&NFX?k$7 z3r@ObZehZC+9gdPrW)}TY5LeIVTu>ly8EsZ!)J$Zl?I>9q~2~E$=7KNF1yk{F+P-9 z{4&ZD@<*wev}@OXLzm`0i*r!^=bQ!B(%``#w`MV+m9x==%I^*_)1Fj&fzt!qbN3Go z=1O0KzRV3uDmq2EJM^gaYb-5)Wn!b#!$MiyIuTXzP%|bv(O+q;7N&XttGKT4h^HKr zYr)ht`sl+U6Vk{W_$}pL+h`wnW-H>|+Ak?B-pUf4m%(0z#lmV?N%L<@Pjd}bi`^$f z|CtP=u@xzHxHKCfyD|%TXv0IH@aUJgHa2;dViw&^hkmJsn&#a_zhHM|kh|@!ZO{7= z{ScX4c)@PeIoS_9tyOZZ(SdbO#`Sa_{1n!EGuzo#+#EhV2{cLeMkD;frtID+%H!$vyXPTKLADmeN$=#1ZvmI0bPs- zXD%KoY%70S4$pyos>>mMw#7ikEnh_*S!MWO#1wzgL#5+9e;x}^1lyNKTqpLCpoY3& zv|f+ThrufF@{7T=w=5ynZmdV>R>cp#V4Tl8_b7)S++>GBg?V5KoBUZ)Lfg49IUooj zG;V&!uzWxsk#doc5>6kNu%IYfhF2{N-A8K&DF;89aFPR+GcFshB;U10ld4AyJK6{* ztZa>=Y0)DZib0Jj?u81tzE~GwXro2qBjWAxs1z(J!npGzHbiAF__IEeF+) zT?_~RBlDvZ3e9gW?#bbG$o|?N?VI0wNiq}QnUl zB&Vi^ZN)$L#C6}xiONdJ&OoX1#$Rx_f*zts@B+vkQ;L?*J})MG)ed)kht$Iol1-XO zyyX9`*P91FIy+QEE?E(oY@q zU75@>y3h8qvSzaBLf6qc)>#Mcff21)M07m6M`_7n8L^z{7Vb%R)&a}KX>~Lv=RDs5 z%TY~BzCU<#&{@Oa7CYDqp-PL7~l z{B$bDdjc=61MTtnx=lBgXLQP|5Dw^a^9$%!6!X2OEzS;z=prHb-i$W8kc|1VXkkNwQrOXzxX=-wa zN!%r82Z>MN1(tF7w!lJ)*4%R1Qfe~4q-S(xs~F_)OiJ9;CU~dG;Rqg`v_cz81K!*j zNhv)KyWFKBTb}ad&@^t>^4`?U%TW#SWCje{;x3!)5SwCw;G&a(Xs2-g*pLeP+=_9V z?8av!9U$%)VhZ_CW?n=B!?#L5T#eA@#Iq&rT5Iq|Yx#~%nYvBY0e!B;b4BDbf*oHf z6JIH`O!cB=iHT%hcWO0rOL5O`CYOIDV7$UPqO7k>Gq9#WF)gS43U<3KPgK0}Nh>*V zx#mTq#M~pswl{OAwVWu@pQN{jRK9r92KC`MNq4Rkq?ZipVbxz6*2kCWu?Xw`w_gKoIHl`OQP~<)kS#C2gCwm&qnR` zO2zhURLZ#mT8QP3)j_ zzPYlhXDXeiW<}Ssd%sw*BC@w35PiPJnC}&K<1OTIjpp(#OR%sBCuIgUDFWrK4QW;H znq5nEvG%_~2dOycL`10&zMXG274bJcSeM5!v^L1M`{}THge7XHH#GA%>AcjyhE)fH zfHB8V(VN-)Wwlvpb$y_sLcNZn<3!ITT=@2~#^NS?h-$!MWc$=|rDb`Hnr*W&Vflhb z=Z&j=SOB2*M6_qydMM3JHNu>d3kpnGS{3 z0di1+=KVmF-+(zn7XfSa2L%k^Q(zFEdEcSE*;ULJ$-Wt91(k0z`icD^KLwG(lryb5V7sX~YU zE}N!exUS>Vr;PDp{<^-hk`(;`cmAM;rO<(j@qU`Ie5BEGBn-Nv=4tToP)GZyK!(`k z_~XeCByI8~q-SMfQq*LOM`SYiw2(nzs{6QGJ7X%{ZoIpEY#V7hM__tL2J>&gr$66;eu0qG=ncjth{|v> zr-jbyQ3Z$4SALL+jO(J!oH6#w8cbcKr`77`zOQ{dP0dg(FPi9>>5rWJz|m?#{{886<>e2E{+M`Y^jt?>KX?JBx0MzdE5l~km?+thu(#=CA;<&u zfN@a*xiHAy7>Rx+f@$Haf$@ZAF6!t{Pvl}0f1tO)5(?oWdoGIoWt(LN;=TMYHDqcH zre#gt-sH2{%Cm_Y#S&EcWgCN)ny}R7-%DBsL+zDIclwLt0<+b>SD0<5+5~^_)6Y}& z4v+mF`yA=hZ@+L--VBoe`786AB_tXp#bvEj5P|V`5zNGx=E~aa+G?ZPg1XKRRq#~Y z!OC$an%d_%9q&=d{^Ul*Qe5RIMe^z$5&A@Q$F2Oz$?NoRbW=FL1wZlvG;!`x&tkpe zLWSa3$5}Oc*E+iQCQI$IOJ>*P%VwD3wqWNLs%Q)r@uao=*5Kq^V8&W!^tRda+Ux0d zYG*$S%GX@Q9Z+r-cGm{}c@D|RPB`xt1M@0E)@a7^lDyrn^!lQ_!&pY=+78lQYAqs= zaUIe*#Kt_zAGt?O)NR<<7<)Clc(%T?wmW37%1yRrI+e)9{KJxXPW;cFKf!@&*6#N2 z5__VZF1rl&ssmxe&C|{eK8Vu#574H`;Vu{*bfkC)Z*s_OxNMub6MkMG5HbEeYfpxF z*Lgj2U~P`b>xba_k-zl*QVsNc^bR|6XN}=8Rm^NjRUB;9u3|H+!&)|SMYD(fN~6OG z8qu$_Nq`GVo2$}EuMpZq^!&iNd9nA_sL%HJ6m+u4R?Z(h(({A&RYxTHXRtp`6@H)Q zPMuAyY&5^_7sniLuW#qvBZw1sjxcS``J6>%ZVVCwW0<$!2@P(ZuX!mQJY~)NLfIOx z+Iw8vdRD|J`aR;%)oWd~RZK zKwxx*<9j`mb@k`Z1ptz>w^((l?(nOC`8r_zC)@ND^TidrcO8rHD8%qOJLZB%bs&!z z>$A`08S%t2^BKDDY>(lE6v^exGRBJGuVcFbVO8J>^HDkgRr})j_3V&A`I>3^IO;9v zura?vyb&#Qk$`-zvvRd3bUQnBZRvgWgfe#mE=58)WY^y9HN3I3xeuxsqN~1UmYbhD zzu7fp){9+sfLvZHnSC?7wT)dO&3@vWKDvu}JXbO^5bE5-zajL!b@O$>XMPZx5Ezt3TGAL0AblHF<}d|+|D%KvV;XZpNPcrV*`I4~R2n)F2}c6Vg+LB#h| z9ddvny&>hZQ30904-HtRL4%E9`O_s_He+-m;&UPV>1fDsEI;N(zU5i0{{`Aw5=9 z;ZH|6@04fkSovDuXuc;=)DGyP{l_Gk`7%~&NAb}i2Pa<`@`nOz)7-x0xf87#lR=aU z^`EE5+f)XYJLVuvD3-NU&J`}JTO24QD`8~an3DNx+r`>5!=F(|KOj`ozGgJ{jz|$Z zWJwzJF^nsZj=OT>d9%%x?0Jc?*p|!c-j8~AeT{+sf(hbZF1H51t_}zk8YRUeX0l91 zJiG*F8RC){ZT#_mH+q|G7ve4*zuFOC4uS)AkPA5^8FCO-P5(BoggUW8G z(;Wl}{R)Z6F*leBW5Z^OOX!Csw(D`(wU% z;WTCba7N#^)fiDQ0oiE?Lg1yN9DSx-oaEYe0A0in6i*C^%~cylxp!q8HxqI9m|y5e z#lA{pqV%4s$zJM;-zW*NV>k-0%=Fv#LsO!uOTq4#sl}jrZ9`<)h;E#2e>~oAk8`%` zgBv>KJ)t9{#tQJz)l_~Yi2eK%rZ6>%>q*Y8p?RV2ps21l;ZGgG74&{?p~Kc$i(VCp ztshe0$)-YxtpAOJMRw&(-7tM{dckPWn!1MzxgSeKQMFQ?+_Js!a?U<0KuN?@(mkAs zsqPLyk@>}ZUe7H$P_wKdhzM=L#JmDMz(}`+Ov?2v%+>hvHsHY6aVaRe-}DJ`FJRor)RL zwLjQ|GOjsTe^9Jpi5_65QJ$QPA&xzd6|}1}a*pQL|2m7f4Q2u;7baT%Xx(@1$Wd?Z zBpdpn%4041tB|nQ)cWAqWg9ci^&#G!TkpO|QMmK5SyCe0Zk=Qp>vE#Qj>EF&j$qkbA8=eWwN$yJH-t&J+`e9_a(h6(l{m{NxQUEV( zb2h{Rkv9s1lM#u;o}_gCmhL#@+KXx(@nt)F5Sk1DQe8Vo=A-$tu_Nck=xsk8NOC&= z;7}yI*Vt>;tcwA!H6munS{1OFx>0eeDc)!O-hwAe*8(Mk1#jrH{BN^OZwHwH6~`&w zZ8H5$ui-k?s?m~h|ptidTSd2?;Z zyHR4FR*msZ_B*zIpamsdpk()gGniCuh~B{=P-$D=kl$l&8=f zlmIFX$tM0Yk-X4qc(cm`Fclh05tlOzuWME?hM=&fxdTlegJ3Z*pD&X&%GS6hokToL zM$?vHHk&o9r@j)aBv=q+V=sTpk=!ov$qb_56-DfNo>j-{naJz5DiJfeua`cYU1Kh% zly}J*3b)d*ig5}f#8#opK;NU3WYA^T+P09yKHlQ23@&E!xXEu6*k+YY6B>nO&DPyL zkb4NPp?gNi!{?!-^Bh)vnz^;+`ani&po{PCGoUYGzFrT*qmeg;UX0~rg_r6vrz^%@ zMrK=jpdpv{k&B^F&tP8oF7OBX^;kiN7mdzZp}h0Hb+PboGT^Xmo}lPlB_2Qd3FCZs zqvnXM$J&Vh{4#8ehFvphd0SmU^zR=CiJ0_=Kza;!oQ)0wf%3+<+Vae|O)ZLJi!S^%-?`?b zy$Got>-%(eQK%!64XOZ`$E#%`xHis%@h?@825~t!Nfckvo#%M;FCEVD4HU_Hm&J-< zLn2y_?!w%Dqz!jJH<(v8oYNnb$Gv{wY-_wbum#DBhD?3!DO~;JH5joDk&+`km1G>f zmDici;>P%`$W1otp#OrPiv)HW{#SeN{m$BB+8n$mU zu{M|@XAzCzS5^iFxy3@e*($Ym4-KSiyc|J(Rlo1UASn*(yp`v4_Lys=e^A|bhKvo6 z+2&A5l%;QYJ74z)_D{b$cT+B)3wUj~TzMzKpFNK(iiumJJq^}C$x&@`TrDxzcFd}w zrt>?;_BroIYBD7YshPDn#$>>sW)*r(v(K@9wNN$`V0sxH4$h8!sLFRX0V^WP@m9J= z!tnc_9_wXvZSyliyNSP6liU*MDks^SO=7MjE7`X!{AH&tc9wxduISi87bRbK7p9LEIPaC0yN$pN<@rGp3IWf#-Y2`xczX$tIwWUAS?Sfz|E5 zI>qL`?EDt9YjE~#7P=m&&bWfzaC5vFyHA2wJ4i!z&u15Q=$02+GBOff5@v>7Jb1mq zRr5Z?^md;>EfO*5tn1u@*o!P4_FMt2oS-<_c(dt|0^M|)s_>qdtbv~5xr;ncDD<{wIigfu8df6oR=hNNx zJ=J%Y>D@vzeu&2OCF1Q7m_0>@mCx!T@Ql2c`Q7jtJc269IyWCwd8HMTt*EpV@+muxLm$ zM8J0SWTz}zcs(=peH0xc)E)KI3cYwyeIx~943srA9epL+f|!i7Ock`Cj6RE(K6=JZ zbwD2}Wq&ZccnsPbWrC?jSLo-~?>~s|FG&{{xq((E5Ef7n6+ICbK^o}98~`J6i!t`2 zHS~*5^kazt#W`B}^#_I{`X%&x$-hb94GduJ2rAkMama{Co=Wf`Nva|>Qqf8ZJBh1F zNJ>eFYl8b&y(Iad2FY^<1i>OY6OslQwNmX4cKuxgOB zdxo_5vy>xP+GBUnD??ImVA#8&-gN@O^;KG*V#EeX%9mq=zjZiBLnf4Q*uFqA#BL2 zjM+xXl+4Oi?~WF|j!E;j*Ko+y&XzK>jMrn0HZqR*0CHM#omW9c;pNezMiZ^!1 z*QAYh?vB^0jMX89x56m&3n&aIC=A-kx7>~oYK*4@4Rw1de4(2dEl?O~P?-2A*Eumh z@=>I4RpG~N|G2{V518m)@WfAn$vF+#d41MluSvg%$@v7uw>u_p#|%od3TsYSbEjiC zHxon~r<1DWN;?8mJG+Xzr}BHR)T8=JhfzvLLCOD94B-L{0X^@||62_G8$ZJRPc#Jk zPyFb==F|Qs8iIlbKtlum-_fDB)wFjo|I2XNUphn$2ax{X=F{K-!2fVV|AmI$G5pOQ zy}2Q1=>G>ggbD=U{6mLefUrKJQVP)fAqGX_GXAc?~njr|LP%_x8XDxWB?j6 z0OwyZ^iS}J5(NtRe-5Xi0HIJoP^bW$zw>Etk)wAUf15|J2>-evGz3_*x3M$;?%(;e zH#GFNng)aX?{L~b%_9j+1b9qDxPKPZV6gxMSO5|%04)~4^Gy$7p+jNApku?LV#6U} zqrhNeLF2r8+eE|pXFd%P2lRJA?adJ3!lAwGsNo^O|D8{J^FeT!1n_8o(a;+g`qv6! z!Vq9X6GGz?BBBw3kp2#*L6LxwL0~+Xe}>aUiQuq_P=Le$+P}kTZ&v7SM-Bar3&D~= zlaas?kRYOyBB79i-&WJK$pDUj#n4;x=*B?Qpu1OYK`^J&5W7g0n(vA16`ELw3mDRDG5Nr1j2 zAX*YyRT4}pNsl1~u$Kb(NRxu)fKvYl@*_WewV!I)YdgNjmH9NA z3wy0Jds=0@(GyBDopI1&GoJ)6ouu@;?r3$fK7PF_=Tda9?h_$|(XjCH^y<_qdts{U zcjab5#15t)Nr%ywqyBLWuRn`U5CEKJza30fbDHmuXf>mR6xoawsJd zTXL2wnjxO9{|gy{l3#py3vpN*c-|-krH(c*7;{Jl`#pSH4-tS+_fVf@cW-egj5@D{ z^cz_Wc|qI)Se5d-8%yeTTqzx1dXxr=`NkJ_XLiK|#OJWo*cT1Aci}GvJ*aVIh0qyk z3)*H1DN0fS7U@XDbl_AqHm$uZA=Mq=ml}L{gP6uv9b*1!_odyq-?RDhd;qAW>HII} z&B}bqKbNSBlBAB|3*0s3z?n>N9z@wC0k@XGB8#V;#P7TiOWl~y&n*SiM{{GP#i?CK zhxyS;a&*Le$4*m`$T>;V#$bZLi;Rual(*d>8u|s zesaHBbmcmVMU0zKZd!)0vT0_zN6~4C&~~Esm+AxLY-W^RuZYSTiXkBTn=ykxb+u$$ z-^x@%2c3_R*Vkvwvlr0{01XVkKU6DpTYK?kDBs|D%#!cb93Ed?Jk=Wsmjuwo z?6`rc^&{-)+IXSq36E;q>nz@U93*-LoqZ-zyZwy__4O3lqDtUBl4nnz4Xvp9YvA$bG*j`jWEt!2C_=4o$>-q zP1P(rh2JTuyerV^>7!>a_vZy^;S;S6tHH2V=6cK%gU1`IN3EmamfL!L?M!XnVr)xE8Vp;9c*o3bUovTzd zQ^QDR9#w9;&mRSTPz${%mZq|P-Dk&if^;$vI9Nbkr`=&mzq!InRE?fJ(;+-rxqY@w zWCKeHDn11+-G-E#C^K06lIaFx8TgGE5{_D`?DxOR_4V8FkFdtnNcn>EQU**|w-%LD zTv(zJC+Xz*BNG4I1r(5EqQ+Pa$St5FMat_EWF=^z8X6u%9x4DO>9j*!8uIb51^2IH$GIm)>>Axc*mVA(EW~7>j?y1Ngg5$n7^qBiR31t2&StD8uyq7J+R|6C!Jr- zkYZ=$SUyoR#S$m>NQ7If`Z}Rij|gmQx$4Sw-P4(yj97ls4w)B5xvXCq*jslvQcY=6 z$2!51X1h2JN)7oEYSPH4Q6a0y0BK=Kw=-uj&*V!U)U7Kjugt-aWzfrXBCn4usnk)N zmkw&&O8nKR*G795BLs7D@eNPG2%#X6H*3rN*{lpifkmEF*n!fSpKCc+N zisxd~@B&zvRsn5Is?*$g>w=`Dkb&(&D?2gUw~*3*R^=TH3fcFNu?X-yhh8`t#CyuY zYi_Rr511IE)X!&D7hVS7@*&z>FH{U~5vQ>27=1Z!tb^XCGN_ePM}=?B0uo=zZ=xIS zKVuI9c0N^yl#v?K|#hQj2wb9k(8p1YWnkR3CdkDIuRhH zXSOVQNnHE8x1$_G!KByKQb{JIbAxA^L@!{Y862_kR7i!JC-;VFit zatd}YJbw9vJ%GPXu*N~!h%G^e%d<1CU3fy%AhzhEcmehH@qB+l$*T5q+Nqk=MACb(D$8*U1{O9`D(PMu6f4A#NWkdoLe1wLXbOr zGqbBpCeJB|k6yfVc{s)=m#w=1x6EeEs~B^y4prgNhVs-q8s#IaU}3Lrd$(J>#@g$; zIClYv$x2mtDg@%PL%%|Qe7CmYb;qmz8ba%Rq?F7xWv;h<5$U=xa(S0n|AE{WdEG6L)eniA!oq=wC$iVb&Q=0Ih|e2f!IBlb`)@UV>L zqeb^;SWkFb)I%?gg&+cFHXdv2Kk69kH&;(*zGyQO5$RoCF+`cThM zF|LuX5Xg-^5rUsGf-|g}Ux=IkZBbYZZ2+%!fD8`?ot2ATj>&luYO||BwzzAWs~rDA z#3Z?UIzsp@c3{{dx|x+ro+V1_h*NTkNyVeT@SY#Hm2>5R@2_NxT-u1VfscqKUJPNj z(J}!#@L{x$kzw5sJPJ~$!oXweie5TZUUdOmZ7#=FIW{1Mw0zn#v<{^22W*#vCD zM|*wr*|wqygvS^y`Nk)qdhGV0Qzp`r?VHa6NP5sBYtQmpCYIbJmRJ^lN+slSI3|vk z><;qa-FhEl&|>6kg~5U!f7B9FOzVqgZPL#ZWeo7ov{I%MMMR`aKqd3wbPX*IrN>#4 zc6{{O8Nnc;OGFV(Ah3!*!-nxgbGH3#9XSH?>o6e)A<|&_T zND!DjH6A}P(b~&YC;p>OWLsRaOo{#Wf#G3H+t|zCfA(C)JCW19veZlp%2_fw;J^K*- zq%^mY232z|*R&zUo;AoyKE9P-4{N9qCkyeCcjpEssi8dGQ z8v%-!DBHGXyDHJAipwh>EAg=T+S`o7{j4fqYP;=N)EN=bt!s<`Tln({o(kwTK%e50 zR>4*rDfXD(+={cIljDUSg?E&!tP!1VQ@QZA@cRf z+aEioNiNg5Ec;p)13c!m=oY5@jPu31{6|_4qFhzLWA(vUUdw{iENoF(d=jFbpfL|d z$8nAISYGH-F6@d{{Bh=c02tf7_Ek4lcdS-M8oqI+Y>5wE*h5KM6jc>67Lw}`1Z!O8 z4HsDxP$DabC^%AAaa=|UD$p^hZ%j*^eNJ$dYY2HNlWte0d?`YLL-DOi9(W0*Hi8Ep1?(Xg$+&xHeLU1Q&aCZ;x7Tn$4C+-9d?iL_8 zykyB!whYP0*z!(m|q!?9@DMc-oTAZ z46WUsiE6d2yko62^ez1SUHj@uD`S}DB03xRinHNmN+(@b@+p6;iq-@Q{gFxRcxrv&1uTT`&LJGKdW-544RimR}_k{#ts z6U!2}PP&`!8%Q&=!0na4SE2a@3TDb>kwpTWef8>_dXq;{0Sz)# z)b7cRpqvzhjW^3Z4bPSjwXbx2&txee7&2C9|1;FWJKj^iI%=00nZ%$W-~hWBHZ;`M zUXlrBY5{YyflQxyxCrw(WQKAV%f3bSh~$kM zl?^sN#pLig2cC{!d!Sg$e;$0+SGAh>xH35Yj8-u=fxlJP51OR((uV5jy+v$chUh(B ztAmKt=$w~A@EZCh-}(MeBcY?i0W`&{XX%qUSkuvuOF!KQYO2MrplllBBgm%*O+TDW zua6gR*-TeH4;Ma0%X{5r3>~#~VY*oD|LacAY!iSb=c`fHUInz;5p~FKWl@obN)&J&&5@ zJO#%ebP^J#GS9%SRxISXA)k#8L=MemOt+GDRcI2J7hr>ewQW=)|J_!yolEeO{med_-(S{uPp1}#)<~HLd17{u`IhmOX1tg%N@{+J#>}xYPek_a zq?NZ}5pT=K?C?#Z|5{HEvH} zRqper0OQYg6PSia2xmJgefel9(*C1S{B;0 z26=>a#pSy#Rgd+lX%-wsYm2;hi{cevVV1McP+sTfl=geOP6vq3L-Njkq@d?su8fACC-@v5R~?EIZ@GsY+w0fe z5NvW7Ert}GpL{s)+Bkv)mAqB$LQb8WO&&(aoWBxd09Y>J^3J|QT~Mjcz@6{ZOw8&l zT|xJrfAg^(pt_J|-Ww^o+%iBM6S>5(N8g)(%6YTM46|;d}=k?^1Cp?@`Fq6dB&*{L1|8+UepqZqCK$mm|i>8xi{p z=$8|Ma}0ya+vyKCfgjE^JTRgRPh(jAAT|DR%efI^d#F}|3(2|uIQ3^y=^pXo!Oh?@ zFLo^Md`sZ!G^_eB*B8B}=6Xy2sWkhiSj3tR-=l%vBa`px#@TrT3Xfw!@-!(4X=x3D3A!9)Zw4Krvw)p)iZ#nK zJJNx*N`C(}oHn~BpNcd!Q9xI%S<7eY_08|6)gEgEmcVO-HfQqpeA#~urxm9qFLap4 z%t4mWeL~tp7c*Y`F5MeLrTcd{4XRKxNqR0Vp#h1Jx_r^$3q*SYv+D{jj|ow?KMV@> z>7ALP?W6-XvImsC0fAlEZ$;G>QhGT!#=r5SdRf!3L8cJh6-JejPq{ymqeMZb%SP}y z5ma0Mh#&FDFAQO?PBu&v)+;HZ#Dy%n33!%Pu0A*&8k;W)ngDor9Nw=%j@xC<+>yoG zM@AWJJU=AQm0QJ3x9S*Quowv7L~gu#Kf{SX5l3@bR%xTATJuUkQ_{r|HF!$0U=Gw* zbUl+N)^s#3=ZpI>Im%N*Ut17-7DE;9KuXx~8XINN`~Z&W+m~>@lI*ooMZuUGL66}j z-1DRmMRN{Bl_CuskC2#AlBh+4M3Ok~gg$*zm7y(&vJ`HX5kMS;;!!WGC1u5D;h^is zbfU5^N|(iB0D8hBi?{GAHBPY_e^%f>xhWAttp36n1349DfdQSe%RXEMSzt>kfT8iG zUWvC^Ry9;%XF^MSzd_J2_MmriIw~oERNpsX5#P_9JtT%SEZ@i(tEQ|A^BtMvy5sW{ z?8indKP;hyISqrr0SrZoKmmAKxlhL5#m`w4u?44AJ~w`{xC-Q2%pfkrYK2?YyIN*q zd12Rapn`TOqN%`AXyKyLPZ(~qi^dpt*pWohd?gh6K24NljjrNlZmnwIm-lo_?{qN{ zx$5(l8dYx&<@$}ss@%4>%}M%_V@rhOq`Xma%lqDV(x*{Q8L4v++ql~m#(l3(qKmo8 zr9kEPm#~I)xnAPdRqV+tRMUrp7TBUI4#tcY?O{sgkSe3x44()&?P}+GeNCl_w`CJW zmzO2WsyxRu^*~E0Jo6Z*g=NDZZJMj4TBF{`C)}fEeg2u7FAlaHk>s;k8v%PD{c=^J zRh6P^?heY8`{a9IDO}FHyg#C_*Y8$xgUtHWVOAZ9QM$Y5Tym$+&rLm4Nh*6&YRx0R z9iebR*voL{P5qM^cWVS)qePE7kq?PK$wb4JDV=;KCg+D&Y^PQc@tjDsZ-CLhF-;9g z%{~_#vWs!NEjjWVk5$D;>l|~zJURFEd}g&smq{$w3Z_0HD2=mdlO=X*sp9WJK#Wh% zrt8pEX6YEZfo+52ke5?V+mY$+6=uRuhsyqm#vAt=W~2$Sv39U)q;_3AZ@r=3(H1fC zI$fFxjnCewL4a!#7r-HLWL|7g($%j;&1FusjbbkjP#S_gZY4HYoTea<3`Cq#Sx|W4 z*HFKO@@Y}bv(>^CPc7XEc~2r&^sC!yBoQo$mM}bhZ3uPGHbx^a{f1Bg)Yuo}{n-T} zY>nzDaPNWjzfB3*X19U&g>nXBSR~hCZvW z=HGMUfmy>f1Y^nQMy1zGW1$~P@d>Yvc2WfPu%RBO@XE0c;P#3k-#>Kv7Eh!sa# z?`{!w4uf?gXj51t_69pJNQlv4Q+qQ}JIA5RKTce@NnU?pOL$<8ePc^d>Yq3A6Ztx! z#H^Nq=9P2qtPRZ#{V@rKlZ>nq9wZcVt?^0`zxhKJ!hxAF2KPHn;^Scx)1s{5BLWTH z6OhU-M%J#OVo&toXm~8x0wqJfh!gjH$dd0y63DczEH_$onOhh1AetqWfd{_rxXe5@ zvEbdYoKenfa_d**~nvD&^#YNzsa#*69V?@%ajs7(IyTk^vf|vl!bm`CEd)CzJG} z4Ie==T6;g(yy=*}E#6j9h?Oe$x-NKqREImsyqVo49y z-rhZvl@dVVf8W5Uv8I&Sd{lXl{!qGr5_lHysE$q5+Z47em7$Ky@^zfT31H4#Q?_+i zb(-9?sm$Fc1gKUPU8|RpOmhfFDOzh1oX)-N%%c5cSh~m2N!#8A^M+Y90y!lD=Ns1C-?MI<}tUVkLmr20cOu2 zRZf4mUh-RS5`j&g)v@qeIyZ1kM49^y-<8Hk^g{x@>s`L|!Le(P1;Jy;A&YQr&N34Q2RKV>F3_N|fkW zGNO$JMQS$+LvZ*FGF3uspCohesm6A*W>v#r^{oU$_u{K`g0G(vcN@>IV@+Ss#9dc5 zFh>8x2TFH2w27w`hxh6ZCUr)O@}?Ut`!W`Va0g?+YV@eZtSYaSaEkI99@hsx{fkF) z(dSLD?DiC~azMk@~_(S>GHN72peouNC-HE+4zuFP8=e#)x@Hnf0Cf?eQnFPAmT z(sP{s?w&tO=hv-A-lpj<2F)kWwzf@pXDlh)V4;Qed}aM=^L5jK{yV7bqO@?AsrC_q z4ULrQv-N;Y`l-%S+lNw}(Fm0175&}&xFwF+97?FZ%Lr+<84$mK!lk@#2ZD zhUWH0V*~S>_{}22=3~aefxOwYYn*U*W^rzl^PbWs5jC-W8o=u`-roMRh2g7#*6T%@ zx%Y2@NRKVwwm&`Moc;-&}8LSGjI$8zB#f1_p*`EcS`}&#J z#6<}QUfEmV#YMyz`xpiLB_zraZ3cYs#bq)Fpl-zEg6LKetNA(x$~a&+Zp4*#`;{q0 zq(G8#b$uTP*wsv^)%7GP69MJgQQF-1DRz8t)5$L^~AKs1L`^Q?VS5X2#4?Jr9?P~ zWyaf72P9qAM2)}qD=V8Ph>2hW#b8Di>#y_Fo&&oWWFIk6n-(jiy@_51tm31rM*+Eef6RJ2E|E}@k7C(g9@d(XZh1L zC2D8I^M;WNy{dzb$xE;J)y&>a#;F>U;av5p81Mvyv+_fx@}t7kqx0DH{N&TxR9ukK z>$5U|3H%IFfn-vF(#ZaAe}oOt2Mj=5{-6Gc;NSk}zoSL(eh2^w0Rj0QDgwOYBba}U zuR%cmuXGXMeSZz(U;AqiP=6ankdXhCF@pOah4j9^1_J~5N5<&AVf4Pj2Kjf04H6m_ z8UpqmAHDCdK|%g2T?9aY2Oz@(6yYH_{;80F04yK`JP-;72n_{M4k`@rZ?Omt77ZTuuRj7op}j|oAkokv znbDz9&|whJVSyO1pud}I=fh-iA1rtv77+fOAYntJW5b|f zzi+NV;{IhvNU%8QP&k-S{}^0D#6^V1MS{mghQ))z!$X1jTQ7pe{A-brfcWSz_}EYc zKx6_S+FybMNlJ(eB*cU!#D6D9oJ4?NA}9hPAUY8u5)l%J2nC+#Jy-NMVD}U5UdFONs*dR1>mlND6fjksevK(Pkf|@sQdr!k78R!N9&8H zazp|Vh~yedW(s5y==H%3rE|q91#($(jXfb{TJ=`z;KuT$>d*ZVMDqVE7V%dOiT@p6 zTOXgrEs%2YkmdFQ{hsgs}VWe|8y zGfd*yeSI@O5SZlvY^d4vmqewV{<_2U4I=Q+-A&FG0h!Y%AV>c&*Ymf_y{6L%1S+Z9 z{AZb8-!iyL$b(*MRlj)PNm)dOV9r|X1ahz!>6sD#xnICVe8n;L?tXw7kAO!G{cN-q zb@=5QjZ)xlqPH{IUJ?uO@^&;Wf^1&wX9P`3K8b)KlyKGJ-}j>Eh)8@t3K#GCNP^QSW;XlYuNMiiLo91H(OC9o>W zC10gu8(S%%kI|b1=atWgP>za~UWSQR!o>BTrIe`8m6W#llnt@D;>$;o_mP)})lL+h zoVWRvlr!?2+Ub;Kc76USUHt;9K%dC9p>@`~ST}9!y6&&FSp{`HR$fKlM{wDZxk6Cg zG3e^`m2<}Cw6^`vzB|GYx>Uz8c$WN>T_P|%lEl}-th92V3lh;`=xh?BdWZsrz_CWe z$?Jkwz=48&gmfp2y;Gy^`S(17-k`2K1}6DQ>Jl4pBOQ2te6svT+JyY9eO-FM^u`phC*likB&P3^QzA%u)vyd(W3pWGaL$v<_=#>`LjdpGg%* z-+;e*9=Bf&2*i`)Om_>rzlCs4j6&HDVq{-H7PjvPv$|hn1iomd3ZwPd6AiBByapVgU{@iz zvyT%r%>U}KYCI3!Sbn~)8#UuHZbDi009*ZZaQsRju%-s|E)9o=>@cR0E#NYNOh zK_yjE83q_9AOV4WGLnwREE;SGGNuK{_CpdYM~{u|9&iH1&U^I-XA8f7~^kXA9QB zF10GKiAJ6HBr2#~t^fV80K4}9O@@6oc{9j_DS~X&fFFhM@J3qrvzEvd(8;+}r;uIT z7zw^B?_-)OW{7IonXAV+=tAGu)Q-XV~>ku&77|cRqmnhE77#5_`~p z(!X#1J9?wVd4o<{v11{|q=J-mXVO%gjswXQSw?pgSTisNChChKJ)pQ*$@L>O1?LdBXjsWE})9J?ZSou^=732C8Xrx9k^ zo?a<0J$UTk%>~>2H;2BzR690Fm`q%E*2#TTOS-@Z`3C)HWVLwk&mw$|%nl|54j{)u zg^*^81O29gJbl)8?7&QJ%3R5;Un_?ZM>=_enG_y!wT!`5wYkt0pO?tS-RxM~{n%M7 z(=EgJxM%XBz*N!nUsNBjYTIcdqX&{~daC|ITN@@Z>jtW8&xe`i2Et@ud}lMqaXI&vc>M7+;_vcDGfT#yXY~RRi_T zB&G`jb$OtWZd8AnbCCCOZ7dpn)aw`C5wUDD^vyuU^*+^LWMb=}96>QU4Wt_0CIwAqWxMT=5j7DOv#xTbK+2nqz%a3 zA_@!3it&^Fp}m*#)G;B${QD2QDor*0v;nLEUEEK}b|2VPiPsM$r1@bIikty8E>M~R zj|(i?jsnd3%lnRPbL%($!R>6lNBKOiEAe=mxA!M`%PR}tnZxslh)xnedyMi`(Wbp1 z*u-ezrbvA+cNjI_MJRlvnKR(bFJMY=7EfQNAu|_pWi&8wY+og+JqW&IIyb5R(^GaH zUimfpT)JOp1+;jZYOW=mx1GV?|GvQJuaI_o+|Vn zYyNGfFWa!gtOMIkRYGB3h1bBg*o$!Ep-NQM?M0s^hb;so$tP9z-29PX{cu(=7OaA_ zp1kI_ufxVUd5vTMFU}jPh{NBa-L>Bf!MEeHUCbt|V4*DjB2Bs^Lk$gxj(_TCYF#A; zhZ>pM`0JDng}guW0#oubnIaxO0qqaWewjS2*w;#4Sx)fgzxfF_C7MzFgT-aZ88Wm`3Jwh#NAC)Rm_40KMbxDBU1-#QHr*$%Vp+t z_sE{t4;`H3o;hua(=uaUjA!jU->y8CGF`mvei}b^NNe;PR{u`G(t(99bMzN`tted~nH!m~u(74cV57VwlZ}%#w zyvkrdsIcE5N0NF<7Jlv`03GSzpPGj8_ognx&TN_-m$hF$%b*`~TOUcAe*t)F%E+*3 z!CJT2+dxWqHghQ)psOrLu)}+ssJrIVe*H=AuCp9m+``irh8A%cX_|^OeIFJ>8ICsW z92^&vz+=Lc8vbaG)_EAEkn7ZX5LO!&A|!!$I1*x9#6Ze=Hb0Y5!y7il-l1x7||RS@$|CcpWdkbAL0G5 zdG!oa%$5daa1WpG~9eeM{(jUwn5{ z;|)usopFCJ79k!Y@8y1LZj3_tkucoEuk8@<8Wv8@`(4p56;sswVLFYgRnkC`$pEOQ zC!JhK`<<09Bwf~;rZhA+?K{3{5PnTOFEF{#l#7p7p#592MQeIRX=>~U-&$jmBu*;j zWjv#7r~qzk=TSyQYjPA&XMiq@@gb4BA3ggZlSn3E?MQJBm^!p*?)PQ^T^t_9!W*{| zj@GX7CA&0qgO8{{JJUbRgA`A@LM)YFCi4jBmC0uxwj^JYMv%~wSo$fQD2c@V2l``c zPF*wVSR4=uHgo1@vR^HNb8!ffL#8qSj#ngLp(O98WBNCfZ1UP%kO$WqU!E3ju7{B~ z;>Vn?c<;@sY?@=+@ZsdyBU5~s&&&vE@v_M~M^to1`CQ-}xy9_|L>ri@a{ zqTY}qIJ}6jGeuogIh47`KM!LA3ed%5i>;(%%xN`eu8LTj5>(&lOElz4zF8LQMC2HK z&1*P>sY^=;)cVSLRT76^ihi7q>47~PSL(Z5$Ul>q6OzlH9v1pgns*m=ftOJx7xf3a zVC`Er5<2tIUU)cl(K!4K7E4$lIYU(*@^WZ{?Lll&jIB2ZAfO z`E~2~%Y*|Eg>p-qz$FnL8LchoV`Y`OZA!fO6$VCSNUS-7NBKhOx#H<*$8zYB;c?&m zQLc}FIM9U=Tk3yY2{cWw?u_^`osL7ZoGA0DW~r>=D56H{xI7)J(vq#h4nCjEqv8=3 zBUic>=#+#lP-R_3BYnALmSNCY;OSy#7+?;=nR_*zQP|VvNJP1<@K^I4OSm%=N zz|&T9;Q`wtT_svqSIb^3!eEP1hD48$_=CSxbIUh7HYNRR-*#&!xWFjlZpO z9S_TNA|1Nq8YIVx5|;}bJu=!3z0-Tb%_EySVe8-fL6&oJTqB zu4$f#O-sM3=O3yY)3_F`&@lvB)WV8-_#15>e`Fq)ILo&xwSy4Gs*~uOlpYmC>6^7r zTDkGt^1_SdjPfqQzJ&NqiXPsM^etubEg>G3(tK_2=UYTNxmK|8r5WwP5uteuZK@De zHM(Wnj~xgeHA4dER1C;r5v_8FEtvwHZ47y#cN$}FCmrL~z>?!8L%i16^qhNeXHI*n z7ckSky;=IO!w{ik)Y4CQtcwD%O@H z&@+fz0-MndXTucY(TvE57sb%-)mBOzUg1)bjzd`96K;vn)cfJ8kqFS_b<*2d-U`sp zpVjTdJ?+|PS9u?C+lwqMXfaP*L4&dBUrg>;dg?CGY}dtT`L5e9LFm{HXsn1FNLp?- zrt4#R8aP``5m?hLfbSggsMgU-eQsAG$LS7+?f;;VYi#|Fp8JeDDnFj)SX5vZ%603C zG=A1`{)5=pLNKgb(JLK=X;a=A%aEhJe&3m`Iq!7CY{Qi#T)e+yt%X$yGVQ+d0L41sv5O7DSrU zex7Rtb;sLa?C8$JM^|xH&SS*)^HX}c!w7-V*=0pk{)cqrDAG)TXeory7gK*pJ!SS6)*`b%($BmGinAqLz;feS zwvihp)M!@cqT)Jw zh_}a3W~o>7zldJbb(sqLWa&6qFhW~R{QvFzk2(#+#J6r0|B9pf+fC}iyRS$ek7ia4m(ikT+w zRnU1fG%}Jq(rO10)J(?$V6p+PYU@@}b5kE9*>>x7Vui{F&FQ(^R%pIfXroGD)iWxC z<8gcEU=nY=h2v^T@B>=@uU}c=eX&RzFCDwq9jx`?%jH?~;>>6~l_q!5n+o72bfo~F z@p`J28MW+GDW&0{vn@~C9ev_8BZJy$?>&aA`TE+uFX8jJUHgYZ`w?l|?O6k9LQAf8 zb1_8Do-s%aliL$72X1d&sW5hHj>HoO9l8QBhc@TaL_X++L{o+~7-Gyv4N|{6s+KCE zhTYb7c|<)keGc4+R!n2i8TGczZ5u1q4vMRiZ;|p)WA+}-db?~6$(oPqV^C3aPMQst zLs2(cySA5!KKwbZ?|#kbGdRkohL6oYjo&z3{yh?jd>o6cN2qIA`0HeG126maXeQEsEJ=p32<+%Cp!=vPs-&&V#*-mwAdwCs7Z(&2pNrux&MF43Ho!3DPCc3IbfN!AIW z?%|~n7=h@VM{)njWu6P-9P%yV)b0}QY-0UG?}EWq#T9a?&%&Y?Zl}t;o7eAx$uYak zb7K1o9O2)5I1uu0K1Uy(p)HvGMeR1aV_-DwI?wEm4$qg=CXU$7k;~7|70&w%N(aO? zf0Nkno}}&KDtDPVTo0WWCS+YJ*^}j~>|OvCrAcg}mDUfcZag11v^H;aeF5Ko-I58P z0_VKSi1uy_u58~<1Cb9z4L7V=$TeavzLHcabluh2-TAT{t|;9TUEH|E-l_SneX73y zBX|?GvHoYGXTIvz+y23iF!qnXG(yJay6W3?Hp^0v z;xQb{#Svj=HOuKB(kiF@N`8)iJIZb6#Zw^51M}oP>Dz5>>|?3&?VDgmUh;aR{r#rM zv(ctvr4n5C+uN3z{nMG$U;b|Jcj!I z*_=9?T+`LXGu@W2JZ9*8?1}KLpM|s7U^N*rIXK&+Nv$ntfGpwH#EAgpRLU{S z&L-+oRBB4+_!Ob$^1dWMsgEL1djZj^)n@A}T&i)(>+u}~J&kXLJ?2!H*wM!F)`}oQ z6dHpyUQsh8^8@*3#1W??f#MSoDw?YXEWh?I9GEJg{Ao-)nvo2di4JFgJNtxK|Tp* z&$Y9-6h{>vuVy}=+&M-(VJ38F7XQT?M?FBR#w3AnO&B|{svZPSBjgpPIwWX=={T}< zhz~4#{k?*i2T&IOAxYV^Qzi1Ni{iH&V-g|T4}tG`XN75UfxsNh9NJkhc2`vU7z7Q@SfD)oM$4xBq*wsg<03J-j91R zsY-DyVCD%+uIvf!P%n(O{Nm=iRrinLoEjVaVf-15|7IIe;jv>3prMD?2N<%4@A+}jm~H~OH+Qm;XFz`;Nv-M=yfd8u`(RcII(-7uok7rv{G^)7R=}j;iNjAw z9GyL;)Qykmi!C2C%&oOLeL6jobRc?@>cG4_nm=2DZvvAywZesFK>YIUbK4Hu^)9B_ zp-#z7DWa~8X0s6==K8Y}44BqUKXA|B+CQUf)qZ8_e8c5pMAr1M{*7(0(7h-To!6Y9 zuV?g`q`f@Fx~V-Rbm=V!`40$@F1v2!o1sF+@o1v$lYO(#BxQySAA{y;L?xGwEd;YU_A;#FI*}^U1Ab=E;2Gb9Wdhe_ z?cfnsS~imUeMBgBj^AyY;hJA1l}yr}DMD4Y+PvuF!;|1``wGF?o1y3G@fR1!S=iQ*P;k~DQs(+!g( z=eI$T`x;~13=v%F$i1_1hOO1{PG%f06Yw5SG2VI*A?;k+Er{B;-TG4FVoXUvWUHD7 zeBc*`Z+uXs={ol<>q1t6iPyOSuCC$}dn$%s$Iu=`*x1j~P*ky@^WpnxLSaUc74mmB zywdNRaj=;MtK`0%Sq=6vSXG$LQ{-Wj;Kmb2962^4P%H(7Auq1em~c?0y?Ll`<@nb| z@9XsA-tF|LOemPN;bov*9E#tbeKkh%`iyVP&A(Yv6A-bRMj{Nu&FA_RF{U94i;hl8 z8REBm_4_eeVWHI1?omQ6Wx>4%4{y&-a$GRFvIT$fTYv;LdOnR4}X4 zhgaEuHp3&`qlU_bSR|IOS6J@4`W-*+ajyNvwy17;Kv<~B?Q#xbA#TY&|_XG-fS+ZqnUhd z1B2Q8b<}1DLfPVH)r<|Az^^7MqDFK?O57zmqK&E~PRlAB0V5?&oa#i@@E?n|<-^K6 zNfe3~C=<8Q1oHt_nz1|c)kfiE^pd-TGFFS~%=66rMCgA$wkb6+$74EZ(DNKUs)Q-2 z)F3`ul0V4t$w&B?Xh&#$7FA#FFZ%sfD7hzY06bo1I3cnyo( z*))-aF1<>sP0G{dFlte>$iHEB?AC3AM^D@~TH%fSQAQi%(k}s0?*r2Ok4c!C1jvq0 za14Xi?FIJ9pCLBVzED*l+Bt;0>~eh*aRIV+oX6ybtdn6aR#Japv(4ByWQA`obD}u6 zGnO}wdIrVF1%8e0sMjZ@7#=En8(dKD{%9mY&NpgTb{4TPFqeIP9|pv>Rf}azq*S)< z*Elb0T0GuGHDre092jxyjF?O&XU|p8<^s~|jSXyOPZ6z_&G1KN7+vz- z5KT$S`TKvE)uz#b#+bX?8l3E;vhG$l72Q4h;QemHbR(-M#?ss3pQOrdUo6wanw3+B zdi)B2(oh*~bv1$96|pBLbJ)w^=zaULUPfKf?n*_tjg`tyAxdEn_PQmrx*dbFBe_k^ zd2rKFk>t!)Q!V$>`O4gz=ho^+-;>Xwz8FpV1-6#z83N_w#Cn}ep=QQ8YTNK6*U|Ma zEsPjX>*R{JQ5g8gR2(VhwIf#}g^G?2YV7MyM0bOt@fYrY`1g%|G=o)#H*WFK40ET|0yoO*(pwqrX8dyJf-m;O}>vrB3 zljD7EyZgB4dVAkqAh>7QO;(}zI%Oi@9Y49!!7cvbwAz<=KWOTiJ6Z4nbszF}9kyc$ z%5c0W(qmbf|hc+ut9>reOf6uDW2MS1S2IIbP^?6T2@BI*%=r4$%RgCd?6hL7rgMXW7c&F1az zeL4{ZD)fpUi6RH}KthYbB?#egl#mG$QP}iSFb1EjirpIbO*;v*&bN{bboI}EIH-q| z6&FY26do+-eH-8DgBcLx%M|CY=%2Sjpv~-gB}k{=Z6bK&5$x#TZ4hVO?YoB>po}Ub zbrvV(m#{Bw5s&H#i5R$*AAtJYEU6$a#)Sj8ZzZo&br zC;17p_EXg0WnF}3;-D(1?L&hk!aR%y=b+xan<~ zLsA%$7L4MGHba)`KUirIOesaJJEThG2hXmDg!J0&Fo*ST#GM4C$z`NnF^BdG_+8bd zEfRXaJyRN(FnA2KbeBtm<)IKshj9QhK7_-5jKlsNRQ{YJhx{XmZPLNcG$Bz!bY3H2 zi82utGH)&DqESDp!aGKyK@`zz!?6lOw1+Z?grhGAlHVj`H7kUYL1jTVBPk6dX`Bq9 zHZWw)!|4j6S-TbThq40JFbU7HNnY%^Kcp~9hD=R53U(Q?Y`{J@(rH29&x~?qpwi+F zaFm{0<-m|lCb&vnz;|4(6nd;ig0)_7%sxt%^nSEKT|TH6xW=jDG~~N+R>M(VA(Ma)(aol zRhR}%O!bc@U@CgfDazDipDJ!jOl;~^ zZjb^df1N6bser#TP9`NN>{ZBZ+f15^D;=)!FE#ib4UD~mqnA>pv(w4*-HFqi$?xb> zlZeW{)mg3ur#^jD_B5H=V^qBR(S8q|xdZaQ$(%ay!+RE-c;TF!I-NSSnRtSp<{(#r z+Eaianua<{Skarla#nc=Qh{w$23AflsH-3%QEoshgC zRZ#_1F*RneU1s2zCQ#oe*lefwjil~_W;knAiOy6>UQ|h`*s%*|F!yHg;6G9-ex%Z$ zMP>U)okV}`^^q=X76u6apOH2!fG%Jd;^zM(PlW$>@&rKt-|Fc-x%6-N^q;{t;J>`n z{~Bz2w@Xm}!A}2@PUx@z8d!k*f4tK_vD5ot8zl69yb}cFf5ny%fBc1D-5YS+O|4~l}(0{{A0J(o8mvAv4G5(S# zIN-Z_!UT|F0_ZUjU@<}eP*14u>d6ZW9svsh4htO$8ye#u-U);a{6}vI3FaU02?YlP z_Yd`ijEe+|2cW=1Kz#R3c&IS=Pz3leSom=0`0yxy)e{aB0U(F~0YnHyBSeS!w|8PA z0(>BX!y-aNCIY>CCqyC?AQ9@jccLYMA|eIYkU~=al};cO(*I#j=s;3TxWCv59)}DO z<1co44=(}KDF7kw^K6s=HcD6$O3*ueLZJc(Q$f*EA>jT^F1?4B$YE%35dPac(W0UL zEieJX7+`4_0eno5983rlOrXE&i5Vcl4EV?luwj1ZPdF$nfN&NVW_Db34g`7*q<@en zG{V2+2_VM}aODO>al`QZg-=9iJT!>B5aN8excpF}{3x^n03|^LEI4^{(q7u?cjy<%)iMcy!VkdFc*J_bU^F3Ydfss z!0lWjZ>Zu0`IefgZg{88hp~vLf6=o*XHn)D6iSU>&$@I8T4Gss=@>kF5=&TzkFXNaHPCx_s!S8!uqrr z1<(g9{fe>{y(2Oqe04P@xg*2<5=C5enD0)GY-tiF{TpI8>=j04Cqb+6H#}7go2GvJ zAQn9N_jSC{fmo_P-^f#TF=drfh5n@Mr?sWhQiedD!|i1{E4ptXV4Pb72cN%u$xAit z8le<^I24Oa8zkjW&a)}gjuMPIzqH^Fe#I!wGx{C6kNy3-EU~ZSEM1wR7kl%z2__`? zAf1o+ku0BH>Ftp|K8~H9p{SAD!}XpUx(_~Sncw&5FRHRSG%OizT8$^cOie%S@H%gy_m38pw~kq7 z@3U<%jqp5aPC&4!sf?p;lkA>h%@=9&d-N=$9@IQNA4Jx^)@1s?*t`~~S$DTqw-j#7 z9$WG8n6_u-yJJnmDl}nz#ga~>ZEwfMsXZratU&#E=VJwP5feC!cu2Jl$uX;)9gYt|x*r~zg%FuqfAXf> z*R(-x*tTU^Z81^)nzT|h>o)pPdA!%+m)%6V6}8=Z-Vyqxb)`W$#*_DLe)3^=HSy*8 zw?8(?eUl4^`{NDiDi%A6+y1C=u1{ateXr>ml)FVi7{^i?$Y?8Ci{iA*gpFGjWNa+=(td~!gM1i*)5Yzpw^a(t5Qn^6zUzSx0Q(yJm;f9l z@gD`*kW7N7)BOe|^^8!%9L9f8AIJ<-cF7~FaFUSSE=%0+RY!bshT5GClieZx9v+?< zId{L9&DbexMeRhCdjBbEhV07w)JltnZ6sbLfL&}@qK_&mO#CBqY+?x|0agN!A}oDH z%8y7YUAeq~K))S)n>A?)d9w^?vEMQu8E{g)WP6!k9TVg^S6IXO&?T1DAa88MVWL~# zq}B3&N1WUrT&Rx<0)}KWY-b3P&I>b6ZRx&?2CSnPYDs^aOh^zuGAGDvQN1d042a1+q~Tn@llF(jOno^0BHKONtVkHo zK|vtFjMCC?G+~=_4l0wB9L0>*RF5Tvq1~?ts}YlPDKX94lTC=|amu&xf6PzzZE%rL zJ`c{}Tt9+uU6JOht5^Jd7BMuApM@1x@5e+H$4qA>jr7qagC{8vqqbL7!Yi;!ov~M0 zUuzj=ud!%nK#lO}&r+NVODKXf{n3UcZu)O0LNdid;is^P5`#bVUo_;IKw(@?Z)Fu? zlYz@zND+7$%$mho>pLdeTH0-$n)G+~xHzfULm_pXl^r%r9Np=enUC1z{X#~Zd&`SE z#MHP_>&rqB=|6E&lM3BesU-4Na)%63f}pW11yJM-FZQ83e$Q46{UFWi|m*T zjRYNzJ01A{CRa6e&;y@ zX>Jm#ZX?BVwY#ICdOzYHdC``v5+mdMAdwrjsh!^fIAE%)jwwnou$DZapy4#}ewE7; z4_fe)_lu>-yrE^#ch;gVO;shguN5Jp@K*}R^*oD~EoUKsymY;E`X|Ksg0qT=ipFl`qOg%|Gb8r&1yEx|272(H1M1a}E; z!QI{6Dcs%NU6cCBch2eV(|-?o)Wf$1HLA60?RQ=Ke)?>C9tfY-*exyyy?dl@Y3O(2kR_zB(@?BZG)%zS$w znGA3%O!C!95G%a*eTFlVNOXdARe_TMA>hj|Y#ye4_o2PKV_s(fms;eiRJ$bq(TJ(3)vW?3#KO!Sz3yzcAs-zsVRNwG-I5d8QM zEk@{E7_&XMG~Vxb`33ANC()n~)H(;*`!h7CEpz&LK6u~LxT_C+pEL=0hlu8EW^72! zSAlH>KjbAg=$PAJ@|vXiGsefO$#O^XJG_MJsmpgVion?ggY zpew0g*J1>VmAkDx>@5cf{2%5zb%BBE{0Fie+b1;xR!}5+EICdXoWBh$88>< zVKn=)A4Q_XxqIWY`8<-sTlo9AMG6i7a4kZoUqDBZi4!M4@Z^hj$1qr}3kdHHM5}jb zqyssd`YIAwqEmc%Z16j$XUsWNh{LG`z97{Zz0dX z?|WgI^g0wpN${4=m+4;!$)HPSruY_g6i?q^?inLjl?C8?;HRMNsUf+ym$c@%*|c+FFE2vYo`T0&$>LIJ+- zI6SE1DUIbQ4mu?@ZP155B+k$s^kq0*)hy*>sLp^ydfE|}FTFS+1SxQY0qK26hOcJI zcyaQ&dxH023LGp617_Nxdvf zQWVrP>oR}B8iRatu)C}|uw^O52P*?en22wli4Fv@ASQ6SDBIJ?YmvXTbR#zMeCP;t zmyI&W33JeblQKhW>XGnd5FMK=3@UMRpZGvIvbiJ7y*zfWr zbQBy_Qcpv3`YnFi@h7ipCVyhgf$EAX!imu=$z`*Q{i;Ueo$wQn0?FVx9}O>C(=9cT z4p+ymkTa!l!y>k4DBt+0z@D)1{6h``JWz~41I;i2Jv62PBAs-IUqpNLQ&l^sGNedi z=^g%Z;)+qa!Xn){R2l$SOj(k-NS;ntqM0-zCDW9n-;^C0mPbmFpOc#L;YdMX8LqK8 zL6R<<*z#+5F{Z6RDP62z@`p4&k5ad=0IL$yr5#@sZMz=AV&i4B1?M6cOJK%v&P-_B zFUDLGf^wQIv@dc+SU}u~m=fHQqVhp=b0A0bQ;7gUz$Rl+z;hgxc41Xu#aevP=3I`K zN46thWp9aA0)H`$bRqY*0-ez4rmOcp%b4AaRrK8`%SZ{ti77>d&?f@^cHJdq%Y`@m zxgcE-j0ZBjZoxtcw0vr*G(!F>eGQdh)v93%`P)7MfVNinTB0l0%77ygYN?G2p~phNL{$<?X73@DCzLiInV0zx zVP^uWQq3BPplS<=ieatL=&Wj=Jc>OTL(3U|Knb>nF%^dHX{g3lJQtU+3;60Hx9PVw zZp)SLY&O_A*9)E$fr;9ZN^MGY>C%uJOOG=*Ay)B4J1y~^?TbXQU)MXbE3wl4QcJF>Eu7 zK@_lp{}P@sk{=h{(goF)F^!BPr_-G^+FEtuSu@&=rCZ4@-&JOXP99RYeGXh%3w62Ct`_wPk&0ZD! z!K<5^`KwcNn~FjuS9qVq6sk6JQ|fcOSX(UJYya(j+lqUYwgxtcxG6cTO_H~R`Fn#k zb8P@&EG@8SExzKmsPOAcpQm1*4bh-1gt?pYwP!k|zDq7B7>t?np==_&Bj~tE8NTW( z*!{wzNvvhyZFa{P*dY7bYazrfE;Qn`I@sIV%fHnVQ{_E;QiUGwk^>$we2qZ&`n z>^S;mqGXi+w2Rpb%Tb{{Hatv89$e1cb=*3n5m9cQUXGL=+I$KYJQ$E>9uNZ8jHHkB zmW}nMwllqUi(-P2k;s4w}ZhT*3& zF4WV(>j-dqYqe7wm_`rNFlG!6H5);=3;$$PdNgHAp<_&F%BHO;cVGga1-3k`^N&}* zUuhXS$uOz@_+?h_Mp@CIe9t^&Wtugz8Hoi;J$(B6XbO%j%-w1>iOtNN+SK~1Nta%` zzQXLZ<=gGcX%FD!NXhskc=qD8?Eqyi<26$^a!^69MMH69>17tEI9-%p3PUn)j5?!Y z)6Jdt;h4BoF{&T5NIUge4%s zX5_2ls!)4HbjIMV{sxBX6t2wz&AY*GX|~e?*bCMXJNueR?FAX(A*E~ zHy*tgiZ21eUh~&$1##Y6c}UaeiXf74;#`t7CE`Gc;x=jV7TvjFVa#kg;r0#c&c^Qr zd*Wr2f#Dg2K?8a$kFp&ak@>Ln4QAVAsftBw;dO@PWj~@`oQhS&b3AC)^$G6^rjE~- z!dNL7$W%Uiu1M=8?RzfiMCzoKCO*4b-X+AD`_cp(UTgbWnOkf&OYaoBf3Iz4TOUZX zcHs-J%A<{ts_yzhd=h`PZ?R16_3N**gFA`ku|hHrNiAkY#hxk3Re=)vCCRv@o;`C zg&2c!qW9}fQwex2-%pS-WAKB`#B=vbK*zFAbQYE{}qo|tiI+o!*{fr~|A>fD3Rgu)}c zA&R)=>b$6}xS^@6XbPJrWWJNNJH_5OoR0$Hs=#!!o{ONLnEr_cDm&m+*KlJZt4`dR zqfe}&T^EdB`dZv-us+C5?2tu+02{Zle@NPnHa=-*rW zJgRq%<@&5BCY>d&UmalF@(X{XRDMdBct91}8Gt{^^F2(rJBo$ulvF;KMvoSZ-WC3O zQmHtvP#g-fei?{*X=a1tI6L+5y^Vo9$Gv|E7CGhYymdjp?5TX!v3fE{d+e$_G7(yC znRr2m{F*O-yriIk)>ROScrN@=Zvr8YBIw9t80)-bh{j|P^UcF=w%0zk_e9Z83(?HC z=ot6bs_aygYII8WwB?8m_T+#NLVUT1e~+}mhtOE;NXJk}M*UZENy_$ey!j`8=~!?Q zp?5LI5^A_I13N&5>ez3fJ5*|fdMpJLJy@WcuavJdcdTAU`(^%1LG(IHy0$YY4z4&z z(%(0L(kZAvRI5;BYy9s>n|>QbNJ$ITXV3n(Yfxr-b+z)HN+9oIE)6itA-FdRf#IJT-y>nF=C?&tmTYe1Rx0B zstAtUxAYeb43+L6cC#LrA=qz!m_(`nhw`iPu)`Kz02bY7(sa8%!6wX!C zr`zTqIhg%Tx3qs9#1Y2z8k@rOJkf^?|9g7EbbAz&LZGPGB{FV3^u@p5sC1hE>u-r@o6KA?r?)ISn&b zVjOMCNmUcd;fgcQSOQ(k+)Cj_ZC0m0Qr*OR2A5kk_wK%Xq{xO716OLYm}spgl7qYd z{PlkAPtP7uMDEktW(r~Ej?1dD&4Yb zS(~&@sIlq$d2(bmJUGuPoH6SN8ar!uc>g`bacMI`9D)+6&hFs(iPQx*h;0%o3?Bu9VsD7IQtq9- z=bGnw$>BmzpN*{T5`Xe55aGiVDn_u|j1etb)%!mLr9pZx6vH7<4HRK#fyF1Ek})n@ zunh`*RLfFc>V9_6WM&(a?;6j_6ban#0xd|EjR~Ocdq6s|?mFQa%Qd-V^eql1W)hTE zLcx+W(AWOTGgMtDf!&Om7ZL|R6a24u!W_8YjJ@h&H$UcO^2l9lN=9T;ej4DQHI?^K z$R#7?LSoa+o)Y7zQ$(+IEoUx?2`r3A#N$rNoJabmPaa0i!pl&0ePqX7G5Hlncxy{UJts!$P~x&$xir% zVdmOk(#cspQ^=(%D^JH0i~E*{#4uLu^)|GMt~fr7))JD=s8%47aIEo^ zBBNZhn`ZTbq1oD!nPtFTIv5b6J>fA}XHfk0>vsm7wdZ+J+Iky{x-lJI+HMsO?h-eB z^QZvE1u28+%3K0!IHZ%lJWC8nb@=ZI1+p|vM&OKSdhRLV#1GXwt^1l%%thk;ERC|` z=?tCv?08s@g{j1lUq8>vf~}J#76s0JAfhNEl|9DA{$Z)shTbClMwHSX==7bkoW&v1 zW3{F4P9`ZQ!6y@0zZzdnrCV~J>P$}Y)YP>Bc9qpN?M3M_NYifT?5t8lJ~t{rxn0Yh zLc&{@_Va8)o*Uyi^geQOQ^4yTbZ#JyGdl4VX=y{ zgdxqGQts1&{W30LRsW?dSJ|x0U40jt0Gh45R~+U2jCiSAzubqk(Jvwi!U+V2;i5UH z_pAvT#cpih1*vt&tZ0TdAaR#r=;G=IroJTO=zMXC{cdFJ;`KH-(yNENBLyYZJ ziJWn(j#b!(6|)AhILH;4qYL0UacPsAx^U=lca_GBz4TIyotcW1+VFIBua~l~B|N<$ zsJM0RNH*hqobXffwp>vUx*st#@rxJwEAaUBEO7Y*z-G`Cp^l~ElFIH~N~Cw0R2ha` zrO%_plU$`ccb0dV?%#xyMN({O&zzDsW$xGz#w@ zH~?>W;x^Ojb0U713fr&xu&`WOUsuL-km@r#F4nM=^~=WA$Q64IdjIaIOGpnvEX@2c zs?hnQt+%hau3;JN9uh)BGT}a|V_s?B7^b@09^KrmaaHiO>_oU-BW`6HoYzG9yM3CK zC^{!8h^$VIX}DcoaCb)hGh6_zKBf<`KcdS{`;E=D>tjirAP;y@aJA^7w#BO zFM$4#>T{#YykvdU5)vnBU33M3}h^}3%i+{y-scvaEah2*wM)YCnxT)Z zcfy+8E2^J8*A*deh}=~K1N3Y6@Pt)4rIoa$$5;2dHa&mzi_e)MZ^M`Z@^h4U>)rIP z)QeKK{zEg!JOjGdL*>Q&;HV!XPi6Z`0WDju{6*`^K}Qc;tE*t2;ZEQ|=ZmY|eM4FS z-%7{PO>=uo=PWYOV^PDdU`w^dhjY)4Ju7bcCV$vEkyEMLT0*-bp1_kI;g_BVT9h}rFY=;wLO*!+@^Jn=cHkCH9sJWQowdc3pReF z>Y*YQV|Z!T1y<^3RSR#nk`br8uk9x46Qu!*`P7KQ1aya#bP$eqE~bewg1?{FiZSQ5 z5KD+pBgaC^Rhce@_f^aaJ>ny+5(+-IGW2}%q9zKApTPa`3b85jqbNj$WnggM&oOFf zsZ($lmwZ#195h?C4S3_`H+C>1oyR>bU94*ygQL2T=Kn zdg5AWB8zL_P)KoBVxrS&VxUa=F(UpB9QK^9yw0WkYR!5n6gO(1fQ0q+zhXD3j;(x9D9E?3Evz$#&|sHzD~780vs zjg8`b<+z8PM7L4(7gZ%7Nq{R?B_2~HSyOG5P$9jWq<>VUAo)ni@)4K&AM#XQ{J(~s zumL)N5vYg%T{#i_M>)NPoZeRD{>QM~Tfzwr8i4fQ*6A(Vg!x~QCm6t6vk4Xo8uoA4 z3Gn}GJH6$ckl+9mZ~(D?*5;t!pw!>O)4#$_Fwk#dCj91;xd-?q~~VJ9Hq%`G7Tp%MR%%>8>_4(e~@2>|+=cS3|l2EHxK zk)uEZ|5=!W`Kz1&Sg5dwf34G7*a->x@6H?)IvO+z8a&)T+j1au805d!3E@B12@d#o zUhZvM4hZwlyqp*&6gDOT!r#KvTiyvk2m(-o0G=Rd5D4Zi@`MZm!h%p>K$y^2@W@yQ zKrBSWx6L_hSWIjr#J{yC6j*FDm^bc(2StPji-QM`{~G!) zfs_^#jSj#;2PC3H#i56zVZ^{@#KK?#k};tWGoj(Xt?ma;FJ&^xB8iy#rS`-i?3auatFChkS7Xt)}V=+qr^khgVWKqOq z>G9+MU*rHza)3}dxQ`0>tST@@s(|mGus*0mJ8GhQ(t~#Xf32K8=F<-RSgbXlDS1;) z<(ekAC#&}IjTLL(9O>pc*z>dAY9KJ5&xj5xS3iEo#?e4bVn^^F1UYNlGgN=>`@v~t z5XJ}}{ykP454Sz(8fh|#&dy+r(5!~y>nG2Y$Yu`hQ2@#g?wIR4X1?|GAq|$c`l}sA z`2!_lFRq@I-jrU}k zJ&U+2-CuqiQcu6{_JT>gp_MjaEq0;IQh#h`9~gSXI`MpV%vIIe4201^$f9|T2{J^1 z`qL8@;?6F!9ZYLFwdv1X@->_srMxH|dVQDbS1_(dqrM;cGRBe+!TkZc0Hv+WZpb3k zQ7#Rg?W3;yc|HA}ZkYauw1_JbtuH3XPW0Wre2l{xv5GEkd0~Rk{M7FRp($xo73QUK z%n8Yg7PZ$2)`=d?Xt7K!jxiAh|-4lh$yL$lPl$v4tqNx{;`*rD{FxcwaMSPPGxC60G1xb9+Q?D z*Icg8GP^Y=a30tGz-2Uy6?kqr$!!R-V$Fxv)nV^~Z4I?*d8K_VDHs@FdZ%!s!LONk z+Krd~vs~k(x{El6>3Rsse?>tMLGxopBR!SE^{7lk8hIbqLi!XtyIdBjsGCv5NMez( zc|lo3>MFYcGLi6Qlibcu`AEm=GKUC6%ErENk@oCcg`OQ}CdS1wbAuE}>hNG$5)lEK_vpcB&u#^CDuT@7vjQ z{QMMuLZYZWY2U69$g$%t!}vgy7yNp*nHR(Qm{XFg#5d>7>pwv6H~L3FZf`tFt~i-0-`B2!liiDPY9d{O_Stf5Se(&_KA(;^wv+Q= zd`G7yo9%cAUeZ?a+*BdEFvLT-bWkDlm_ca#@zA|4is3oG@(XyRUd@0#BIVkOy9VSF zFyxN<-eg5almpvLDi?!`Ig|Ma@iEW(TF2&nKC^i-AKbceHRj~}WeeDUpL5q$Kx}`4 z+7ZOVazqj-yWl~17bGJ=))I^>&?go_d-&lytaz~0sv&VgGAeNmdMGV%ZeABp;j6bz z*if;SS5;9Obg`w;ROv5pked{zflAohA}ySM5ii`pRfr=OC6aUqhwT$ci!zuiDbo`Tkb*hxOShe|e1EqtYlM_vt`wLpqHAFwkI7=hrRX##6orjKE#GMA zSmeprDX!}mP6 zUXDZa1VYI;7cDx#-%;` z{=5T}`>5iHM8qXJA9Dlk)pZlwT0kHDb1LCYWVJ$LT^mBMjP&&B7RKP4Xk)xj1*)y| zhkH0XByXnQzDL)a5xqxUvhpb_&0x$R+1LVKY5CcN;%y@?!9}3-i+tA?tjEVe5n2Eo z@rPZ&kX666v$3r3&;UHqLq9t!H2xK4qdgIe9t)H@HoJkshVFoo=WNHX#Kpc@gh_sNHSe4v|jnmPM9I z!W>tnWi((DY_rf_>_`4n`3s6=Hxa`FEF?8-B%HRr&sxU0q>1Xv=vdErGP}dN z_Vc~t(j+$pSB0$D`m4vx6oI63$_xq_ z_oXm_W?H^@bPemGZ!Z#dl{{hlh0E`CdJ}D;Ox#c`%b!#~v}4krz^WBXW{ zEN^nLeXwZcl_zana|jI-V!wiYK+9c+l3>4nZi}-I7GV0*K@bNSzFHO`+)CktgC)JT z-LS1xe$G4?o}=8%NGk?7oFN7eF$LUJ>A5h9i1%MDNGVN7Ho9#P9T z5W$;V!dRuj)x+#tg^RC1lJ9em8LQC`L_Eii#?NrcHvM?2Mt6Sq>LA~FZ}MQ%5DcIC zdWp(HgZ@kZ{sliYb5h1DGi*e&3BMnsDjzq^{QM*kGY36MA4$6sTr^EQKr-GwTb|T? zZijg)7Y+8;vmd_8_a^Hv zR7f7u;RO4Zg>Gh``bdhcsEa0yY;&!9H)DSc!kIWz!M)(s8XEQS|?!1kpm zMxD-VAsL0d;T$#AFc^n#r~7h_6p4*rBEn{hd;hxB$$f_;r7O1AjO$m1jNMtuv$vQ zpoEbLj{E5Dui2Dzi67>N#Q1F~S%*Bha443vI4n3cIdlm<`6yu z5-&q!k#y94aAaTr5i8Qqyl>OIN$&F54rt zGJL70PwzA5apBLM-up#mnJt@=0@Il6hnW;t9L?w+vc-^zBbv<{mP?zOX?L3_()F`- z)_}>KZO$S=IxJ7FSrMTGu3$64fx)8jFncB`$xA!G-aT7@QEDs&7uZtp)Wj_Q1RyaNpShhoza~bPSdI**6SUwcg=OhJr;8BeHiS@);1{IHSvHOJC zD>}72t^R~1u#Ss5!YhR+CzwCG%EUZDm`v3vE}Hxc`4J^$&Bs;B$kmeqj(S}gaIHB^ zT}s{p@wlz^_$&1vJ$3HnD(^-Lp0ulrE#u8s$^*j+XPUmWBh|`Tc{?^#`IXc=kJdw< z)aMp8KJwMByYn0!*ZCvY^XfL`4Aq1%l`hBBi3rrxBGi$+%f5bUDod@_7i{hsQl`eU z^Og7dVpU$eQj~Q9%3*4jDXR6qs&*Ky?AK0A5EJjEXgYg`3=!&AFf8OUa5~S#iqn7t1T%? z4y$jL%im6GfNpIdb`E7Pt!jO2zVZYugf}k9>qk^&HT$+y{*wrnY z?wHntdD?w(jFpIA3D4AE|5Ecz7(~YlYL)M0WJcpN#z#6D{rM7HU0g&E~cQi7O1WnWD$NC`yB|?5vvYWxIvt zyUvLEE(8m#nL+6ot(~4tC+eZcEA6qa^=dDd5r(Z1 zDdNFz=}l^eb!?XPA9P01%SK~7+bi|54AT4N+$#AU^}$IVL+N0!X9u6qAe&Ix+(@5M z*yx;4M~&`CfkI_NYD{wJ;4IPjYbjVTwR;JrSFvood1UZ(wR?XQZV#nzHKHZo9K7i@ zkyB9Jt}xCjimrYFK0FJ9F8L(F>|yS=V)hwpz9gF+>hWL98bMWn*2;6L0SeMpH*Qg+Wo9BbhkU)p`|9 zQq%9PdzLNJFJERpu*`OqVwF_2JgiK3rwwjIOe;m^?ySmVuQgEFpgNkDbEb9bu8otE zjB0q#Wi||$vACwRfnyZr2N=OQ0#1s*=gF@Ib65JgsuB2XP>RxLj8;Lm5nposd`fu6t`N{Si zfwi%$^o4~wO$dsTm|hxuwv(7TlnW@OfDoe*j+ zseN@5bpVxlte<7WUbr)_Y}J&uR84VN{HG@3{ z-Hi`XMd!bN;tTcaM#XEet^)N3o!fm%y>=ILx2P{WX;^o)M3%nV?o(EDt&FXq8SKK& z``&vU6d<8mw6FR6*(8LZ&IYp_c0BGQ|JjS1@9jf3iws!{=y(Gy-waXh-j8mu&G4f0NE; z|2f7}vbH%nt7YB$B-i-+Pb8<$BdHwxDCi@nLACD74Bew)HD0 znZx9DKOVd7Rr_N?&uNcG|(`_IN<=DAemIko&bxZ;-O^J%B{@w@j&RZRC^eqC1i zaGKkV`ziJ_+D><7-q}iQ+?OMHV3v9N+*$s*cH4kOivBUeeem`7!>rQ!iO?hB#l5Iq zCinO<<@+{OgD1H6k2=2&#DyKnXp*={e}VP%&+O+?qc72lj$UyGFgSVN8mqhE(NcC%PstKPr9 z*!*7Te8@(}xCUE<(;xx-jQ#EN`1yk1VuSt_cFO5fiYM0F{W~o8U&;v4uO`(Uw3 zLghMD!o!UZ$Wb&C;U&FXhDl?Z@+V zI;)O+qiH_9JVCZJ=sT)4lt6+JHU_n{N!#+B)nc{(cH}ck5F}_WrN~dRy|q#2moo9E zY5J8%huvYKj}>J~YJSvMdJqvAo-(+(SUMcd^|hCWj@>*F)`0Aj1L1ke4cS-fa+mYX zy@^6QwUV2IIO(*GrlNzYdU8waqGur2Wmk+#EaQ6ylrF`0w{0Ko+H3W!P(@KV`(m1x z`z&IZVV`IvDmuFkVxp$816F|0h#YXAFvh zFbPd-)!VRK-9-Kf{;V={z$JSG*V2BSql%a!sIr&(HV-n*dAc1CnIsELaQYZC-p4$a zW8a-mCBk4mga4tq&sLh2f%|S2KBuf4Rbwt zHT{?x{POB19HiF~Piqv;TMWfH%yKgNn9j>20Xl>6)Sz>#eX;|nak`6nM zIgqq9t;9iCaR8eMIvx2*vsT)xvquqjG;;8+6_1IVelS6d6n0rzTPAJ4n6bi>T`#ND zCjwe8F(b=w{%l)y*?xchRsr&XZ?D_ybh19)&TSmh&^&X=a6he7Lo+%Gb#)&paOA6b z`oMkO@yPjwar&9V3!>+xY?h=jf72R0uruBpv?PV=`L6TNOunss%Zx+~BOTc@)Y}@; z&sEn|g!(>x1()7WhG+PQBKNY^Oz(1)p_!5){P6p%{zuzcAx#gW)d{HXYwz^>=pS0o zGB5&Vat%T{KJ}!rC~##SKK7ncEC}J|?$85?j16_9u#noC){sP(UzQx- z+uPjz*!3Qs>uQ3muu$T!l% zFbgUZthp36Yo6N=xm=Ski5L^K#zVgOGv;-Csl=a2XC+Zsj-neF#CSb!J+zvK$&Uzz zJ&r5$nQZb|iL$`9BcJm39QT#DC6uJ6>GH+rNcr~6XHl9RRRY`S899M-86+2???i$`W7)a&_63WA z=o6tK%9$T=czq8peG$yfu5o+u@?e7o16zhQVq3|i$i7CSw5X+>@RjaUib_-OS6Nmn zo#lJ??W%(EImIeec8BRQtn2!Fk~V&8WCDf zZwqx|&=uR5fIvQLJ=MQJ`Wq+yajo3v=iN&NLhcrIFCO+*GhBR*2EP`D@_|L`3-Gf zZSm~B8OW|t93%&8$uiM06kwYgT4{nNk7+HgrJxg!Wf~Uz&d$E}#Js*E5jnS3$a2h= zuLT#$U7qkXEBv<9J{gJHTnE&gO;OwK6+Kyc76L}8J-lcOA7RR?I>naT<2pDK-z%!u zG2Ya_?_lQ8UOlF&NSt@N!{=wW7U0lKnygp45~N&c`qcWN{TIA_`1qxHMo|4?=e-lG z@u~Lr9R3-Wuh$~Kan- z`n>zb(*D)F^<|CKq6gyNpSU9e&{?X)<>?SL-$E9zn;9x-%-zT^m#4g1-Kc145*6&P zA@J;9Pt5EgShrUvau^TUzbMBEF=HlkoQIR%8sQhdCSYvaQPkldJ27(bOW(jzH%! z+4;1`V*|(kloEldp5t)VAsGmdjb*%HX z$D+)t*v1KGER0^cO1Zn+icDE39$dPH)_30-S4zbJ5}KfXb7 zj=P9&K@1kQe+NOobuoLnqU3Fy*i+JMAwxa%Z)`fFn79-BRE{)i_9wsa^XbZk_s%D$ zerD*@r)s-af1U%Ob1VB-!WZE+U*xChln(Z5y!F>u^b_KU*N24(qBT=IA-1ewIq_bR zr?mI`j4e|qN$pr&FGsKwRB2{dty@?%=HVTEj_p$70v~|H-6x&LR_yRjBBwJVJC2p- zH@sQhodqzRh;4kK^3C4R`A1gW++m$Kb?idf!b2W#;(RReMP0k2>G-hSgsUIWsCy{% zx?`=nijd1mggyY`ME?kiF%WlUg^Ol~i_oQ0XmkrZGIbE#_7I(l(XY0YeHUQ{_XK_H zx%t$~DTD+e(-XwTZs$oCw<_%&5f>MjEuSA17wPL2dF>6@5#@)K5WDSVX6hqe&6^bO z6IvCQg5_A}?2|STlTPpB*XtXec`sYn#~;?GxQnYqT}6f>`H{K5Loh%&LY$LRa`%&@ zhETPfSFh%7uVA{Q4zZ*zN|6Fs(m?3P2O&}A)BdiWY(urq7u`-#?14IY$*(4bv?c?l zC{zjo1Lk@ImTeN$Sp(v21LrAHpI(YgcBOJtr5u z#GOhbm&rz;3}LPQ$lZ~(%9G7zmdlMV$gRsuf*s6TmC3P|%P5vC@)|0Z7%Cwai1HdK z#pWbg90BUcRo%)J6A2e%%fD5fGLYr#h)3$J#$A3F{^Zr0^U0vH;0;-=~KEQ z&OW48PG_Ddd{w%$R(9x1PhA@fB=}W09t@?sOSHkB>j)Ax&KR&gz;Y_ z2^#9H$n<|!NpGM2^+;rJ01-GS=znTV|Bxiue^e3x>3>F;{;^4KqjT`^Z$b%(0KoVw zl>QZD`WI4yLio#*;GhxTR^|Z6NC3P4DU=YPfB=lYHVO7WHtB7K4*1Ui-CJ@A073zf z{u?I2BA~#*qQL*dlc3Q4+9cpxgb9QOgNz1?_!lN2!o1leG!*E+FbNSB10aa;FO`G< zkMZ{SZofr3=~Qn z1S&W(Y5+S8kbnjShXx(!E1Td#M5s#+Ov5_BYjRuTYeYx0mYQEi`2~%x_ zpDA(PT#Ju!K;2Wm!vp1HqgT~+WxboX;j}pv0n$kIr^S5# zkl*pei|Q()8;@Ehx?+Xn^=5tHuBQPYOh6$eIc3<%2B}Ez&7VNsp zh?N1kN2ikB7tyBm#d8#3P7YZh$5HPG(jvInryRtmsG99%X$YIH8~Y4Mn+5os)32ww z5f0O)`+*sb@tYw&_q@%T6cM@Yo*>KnqdepGr@TsC} zPw!c(*IBCUvKb_;m(s5iCvY*qE~;y1Ub#L%DzapVSTzJ&2xf0YVmrOA-oyp}f4tpg zQ=9?2u4xDm+}+(hxVw9R;1*niI|R4J-QC@_ai?+j;O-hAq&HdXojrS|R?Wxx)<2-D z>*;!~`#fw1wt@s)rqG(AZ(Fa{@u^2evywqQ=-+>@jn^kyv2`6B@z+i}9ofwcsjFO$ zOloN5xGgG}#<)!CZxFSV9Y?*o%vw>79v9@x;ol)jgCxwN`dhMV=3zzj8@5ZVz%eZ} za1y>P982}$o;wY?}9x^G^*!m!m#pY$O~XM5Bm7RZ-|GFH%4 zvhIDv-{S%q_IAsF>5}(bbD`1~2QXzP1M4>l$pE?m5=eU4nl%N zR90>#Qx#c4&ky0*^ zb`f9DOf04#HY2*O)MLSQ$YFfR%|N=!s(vt2VlkD2Dop`2LRm~&G?uU*Onif;2%>q0Zd!@uo#iTtbug;<}P7d?$xH4rYP6+#%dIop#TB*G%N9W3;v5HuL^w z<__%{B$tYjM7gh=H8u-`*005;k0pL%c1G9o+Dc4Utm#yKXDQ_#OHDWP(h+BepIQ(; z(q>H@GugB{DQ6RIt*1FQITNEd+7d}7KN3VADgg(PQ+ifKA*i9*e^Fk)9>IKL_-Y^b zus)*p4HC#x+Si|z!xw1~~7M_ht zu4mzvP|B_AzpW1K7FlYf=J0S!phe-F3BnW)C=g%9WLccyWp@G~U74y+lujk^pHWkt zJ+nCcor46Nqr{lS#XhJj)`--%Cq=xpT<7U1utjkIu*{bM`O;Wa_YHEWn)TW>dbN8 za?*$@CDK>n&OiM&(Ha!6PTl-n>Q`%@;S*%`^R(w@4>^LA^?x z4c;+#)0xzq%ni~pQ-w+(XiRx`XN^MQ zHV#RjSZiL7q>f*Sj{XtPPZ|7aK)t`Yl7G`1F*bp&CF?+sn5JVLC%-36&(Ki#R#Qk_uU6j-QgKW$U z^SUB532R7yYzUXGqAh>a3-uGQ!^THAybw?ab~aHr7jndtS;T8B46f4=#xMAy&72QoPw_~)gO{oE9+F_s743ST~)jg#oJ#{Ey zZSUKDxQr*96M4RBe=n=sU7fjz0v2I~(0B4au zMvH^TTs@587#4}L`|~@G>`IAO>#@h!vtNsrw-K+&$8@TE49)X*5b9V2TZo#ztVG$0 zxHKkaSvml{!1Z3z{^2N!1|rfa<%fW5xJpEHS#kt0LYH!t?@J0&zcwI1+dFAB z=G@PdcF&`hnCYfaIx;u$KFxYMhfuBcVhJqeP#AdtvDly z0s$|co}He44}Fn-t47#5ys^4G06`sMc`Cc5s~JU>;E&Z2w}bcSh54U zWawukZ%^0x(4@XT%M_Y8<8%y`)8u0~7b!l;qcWAO{p|2y8I^I9S$~>F`jScmV^GVMnr5BBW0{_{mXUXio{E=ESr8E*7wX)h zjmYD`O9x}a6U&$mFGin325wW79QQ9ar{0oHqvDRr{1%m5j*ds0Tk;gR*rE_(l?8W# zaQ!=?X)KrjchU}ho(MhigHC1&UtH$6N>F0n%}ds&D2#Wl+&~?Z)s8%Pey<|hSVV$U zc=&8o{+zx1a7vwmhsUUoFC471PrgJ9scs~}3V=rrZ*JCOQpc2`v%q#df%&WuIx6g_ zLUDpU0ZRwRe>qq2G=ms2Q-A^Q2Yh<`xKWl`icEQCHNNujYGPV@F%7vd+FICmbfhsk zvDYjNj!YPZoZIGAJuAnlETkx^(ehkMk}&5;{go(OwgVEJHtT z(j#oX4nwWqS&>2Kw`PcFYaX{$?}R@g6*sRRx16z*nblkobsqFzLRae8c1uNUGTBRv zdCO`OR%-gZi%X;GS;@10o|Pka)tpTDt;?5i=@$0uMzC2o%vVmb%#Zq*N;C z@l?|w=3MO*6MzvZq0S?IdX{VRH{n**OY#L9LsoL>mH-P3E5i&RVAJ1^71WYx;f48t9V$Ps zVMA8rGz~W~y|&_l%AFCFK8_s9Al#C4+l{iyeF-ti_==~f3owRz{;bMph z8;#rRwXn8bnm#Sxam#bFvKh0QXuZ>g5P|)AO;vB|wI#Vp0*zE4ph#8ct7vwP93nD3%2c^Vk~sbG*Bmt?mnwb=}J#y?75-=j>-dNZX0Skvr}IxUtd|4&U^Otl8$t- z5^P=4;T_Ha=q(eyD;wqQpzdQpfHi&(Ty~#MSKs{`9Knmd6k})GY9Kn3-3?-JvW`Bd zZpE+ibR6_nV!_sd4Kbw6N*aR7!PMSHZ-1if0l*P(T|h$;9r2TI55`GnGGSL_M;rHM z+tPSF1XFjRP4Q=+3T(Y0jOfOx=0RUJXk+hQALC(d{q}{d1U`h}it|$GaR_uTV{61A z+Q?q3%9KmQ5f!;sP3JC*`$Hdh$Y0OqN`4qmsk=KdKEm(E}7 z>R9BTm^d3-i>lE_lIu|zue|8zCF-r8%-^<+N{fpopP9GATAUo;6`Z}bX)-68X<+KUgKJb8 zpY490#+n=(Jq2;-&um-waoNo=5H%|)u*M-aJlO(|pC%~`A`ght(viAH?Fv@Fx>NU) zRV@AU%-todTUMKPm`mBUX7SU6z=h6g)EV26hpg${kmir~V*9$NpSP$NkQ%m;FjL~2 zRfY0o-`gyh77+|E_`8=VFPBD`?DB3pV@yUt*%M|{O8`J@o!z`O^7!06D4l2d2QkK9 z%Vn}WXK}gX65I!2+Yt$lAoR*dKRqAn!u3Z|B?8 z%IC|?r&P!SnN322b!fq%bKjkYmw9Tx4alo)MdaD3&R#5%U;aXyjTbvSTOaX{c2bf} zC!NU|zhSD}+3BZMdSx-8sXZ|AswUFbBO{1c>ARHBzQ4}wl>G)ZJ3=7w*3;Im%=xaU z!xqftMB!Fz!z}ayB zSaIPs?(IV@U*cfplN-yEgjgbH;RA80UnllUanozp>!%U1TQ|P@(a5`{F=v7BXj-Tnx)2Ipqe2mQHGJ!HRxh0ZPF;aF>jMozXs zJ!o9HM}XSp9>dEOmealNvrhN`#aV75IYUvIn`+(MupqM{-N$KJT4UNL}wUi)v~A?xqqGTvjOA}p|- zGO?bGRkx!5IAf>-{La0uj-3vA-=VA9l*&V6!Mph)cR<-c80Wv1$%4t>dp|XO#Z7wM zae5~5_u<_Cq0-cw|3w|D*0UWcE@5yd40BM!vqWvOmbo+l^AW z4w$)dH@e_OZLzU?O+iIXi+h2=cwX3g2}FG(XL*Amo#QonYZXB=$a}Sndp>g9E>>x# z<9S{&eC`syD?mMoQ{5&ye~$nAYN)c}ru5$C@HPql^%+?EO3C!x^7fGW^WBD}BB%5Z zs0U71<@dqXvx(tZ5BRN|wT-{}dQAB(>H4S)6>a|PwCed%2M2<1lge!MzpXj>=v2D& z;gFXBduVPaz{ey>=uVz;{y;97UbEJ0ZT?Upo!xx;;p9B0J?o^0+;t#;MqZW_?;B?m zEyXCV`e$OmU6XmK{HN^ygqL($l(BdnR|`pn+eU)ukmLr8Ur5?T39p#giVGi@x>Fag zv?Ef!$PI6-TpRTT!YEwG$8A^kn@6%7B`PxOb--jMqEmRWm3BvR{W#iO$bkI(# zxj%`z-b%gUVW|-ikT*9p&9i((C@LbNuZPA9#!BSNB5*y<_%7X-ATI1!UyJm-SESfe z9@cy}F+JimT1D_qIaILIBWVJM$dc?lI#!MZp}@WIfQZH1A;~HZOpm^+Dg3r!FTwNn zuuy5T_h8?=;q3cWg~h=Xe5)c&7z3}&r=XvRFp^DVHo0}=;;OE!GXJBuKJ%?uTn&x6 zenMGYbE$xW(jazGa=aN!ol9`vMN?nh{*f&-lOt(VTc}}Y@xYm@bxsOe=*u`15bG?8 z)(4J5K*wl7X~DF~%|%N!#{krARDt}&tI@)>A}?!@qT2UG;10TH!ja=f-#gSS9+X36 zu!0dcl=2Zbg8Iv50DGF9++A2Ggvou)hW^_G=6_3g|Z{Id6eB!9s&D45p@q;!ojQ-ro$XsCD_zzPF z9x_3W_`0S~eEe+aeo`Ua&B!YuGCX3U^?OQ64)tnVaud{XJ~S(P_o(GOt`kXEGUa&= zvFu*>HW%pem#>Mh_f2HEAV>J&xG7wAB%3=f+stHP^1z)$>{Xm&5WAKlA~FSQ`e}&9qG6HGJ&P1)JDwg7S7) z`NDwtF2Y4LD{wOc_jOSETh`Xi6QBC!co1bWAtbp6*>;D$FQe)1UZ#7|t?Q-B&YTW1 z_VEDR(J8`PkulhtR-81d#_4yH$_iGi#O4EAq&)O@6d8AMw22#C$n3)T%%f&9231|j z;+a3oi&E8^b5Y`;ENENJ8s>Sl7=gFFn=6TKOFkz-i)_jn2fEbj(_8OBj2VPC&svP0 zsE8n8~gO%s~f(7^f6;6qgY>55=dPbR8=q1P4HCi+5{ve5V-!j>{}0Ip2^+G$!6)s093mv<;0rDk_m3hRSs=tnk6Yi8Sbdh z^l3;)8)nK0nyP&+taYn0mEv#`^2~Co3ePI%xQSKmjfty7-p+{9m5qz!kr@LbxYfbv z-@qO)$fqWe>tw1BsYVZO__7`&Bbl4t?Qu?C$bjyLCzmJyYV z&#Vo;tOZprcZ%%NyGwA*RC=#)#tb0Yj{-<5);0BZ+|)#>-nM%doixuw&RA@?!$($)T4W*aI*??azI108JGR0%-Kaqie-*WjgF zf9AQpPj4Po?6r|DWhP063^m@EA!_@&@`v%9YvTlA36cH!=J(4G-Drdv1#C=uiJQ-p zs2NU0hUlMCvzw;4TD7uYz8r_Zbr=eA)91Yb&5ELQj6)n2elQZ6inUdbnF(_`LT+xK zAg`m29y388h)XNMiVY~Uc2S3p#nI1;v>^T;4}Nnoq&X+c-gQ5u zw%ydjZFmo+pEhuZ&09jJ+D`a=Kp4`lP!-J6v=CndqEpxTW#sM61~FIr4T-?5rg~TM zdYQ?)(@gy!56w1bhV@0J(v)GLEB)|xv`(q4hKciSs&Bq)Z_7`?37W@L7)VWoi@E(A zf9(NG<`}qeo5XlqdXPgEE$}^LpTdNx?V!TeZUAPsZ_!OSkS*C7V&b?i&`%a$o_8 zTa85Z?ef^g{_*OAAgaN`bFNmmbROx{k6e_4Fg|_F;a9hFgiA_V;DrKMS!y!8N4-vq zAM|#n-Gg}HJMfITl4k#BiRRbSh`axlh{1c)2+8aMj}~ElujelW;i+yBKZY>?_Yzdz zqkpbf(9o~Puq4vHT+*#kM$$789?OS*R=*x%lJ|9mmW~Y}w?UDPCguc0VF06W7a|Li zdUriyRmXkLW0!~`gvcMXVE;~$QwV`#x1`;WgzJ!aHYZESkYuu?c<~T( zvSh@dr1FC}_k|<@XYVwW)K`7UGM^!Cs^O19osfnUTaxgHH3uglrSs6O3mjGuY_k{` z9&D5}j2_aN95#aH)FzU)xf@pJlqS%Swg3((*-58;6-S`KSqB$F|XHppmEcY-Q4GEzQv>WsJ6C5fy>J=he`&}FiXqIxC95X$W5v!Jsy%^Kp z7>h?5`oSdUsW(a;(7_@(zV0oXR!yEBJzixhn*<2VFOrLfBFF)@@~c9}BTeMmamQgz z6fDZ7EJ8*#j~Cg=mmLt;{~0Y$4ovlxFXoi5vg0nr>aV_#uk+0;dz)z8Xs^Li_@pi` zj~1B1394dJXpJ6gqv|NsS7?a_wKgjRDN45?N%ssX6mBZO-75@d$n`^$3@}XwK`9Oi zrj}HLhVA(BlVyi}6_3>N_1~ZRYT^NSyRm*(lon(>>ktfmZ0)MvC?7o)X~M{ zG1l}!w6b=Q@^Q2Bh`v%7k@CgGG@3rVvx`zC=h*3kG75vr{bKC{5cH^leOnBFWjAvV zRC=jac>}8anN)da`nZWwdCyk48=3$w);<%d3KT_s;!=g#lDX7Z-MdqPJ(PpIY$#Qj zg@aLr>sCeHnjK}5MG+bqvztX7o`ok?gK1F3G;hFq2VvXKQAw)d#;D;B$NZmBB@75H zh&jmj|M!CFe@B&I{wt~k`3d6Fzns!XUuOakI5432Oam(Qu_Gtucd?n2T2L{>GOYDN}oT*N*{XM z2OanS>Bd1g|2G}?Uv3-@5(MS{!;SmcE5UyHKlC`5|Dxlt|3k;YLZiSz|I_0jQUA9d zhX#R*hWrT~LKYp88yy-69p-t}L_Y?lV;S%P@aES`mlXG$6bynm}D%FlH0By`BQbf}ngc<}UC zC=8!z86o(XkcgO2@t7f`m?12gA^e#kVwgX1e(ac7AT(I;QCL4SvwkF$P)I)ZN}QMk zocI_YVjLGd3l|C%H$==oF%H6$2ZopTlQ=Ia8ZSKp9|{8>COIEIuHc6o2haV%#R)?g z3PZRHLraRFu!&&OisO?>eo~Wy(366&m4b+sf{~Mk@RNa;ltC7h!D3T{uu+5vRfN`3 zB&AfQ$5%yEP=oMP$LIKlC8h;!rUT)x|Nko;XFF%$YvoC-@NtImFRH|)Gf6?jsIWYd zqo75x8eTcFxCQdK-Xew@wDB&E$KM@7x^aIV*D&jOCOMq+}V9DX56>xkfQ)MU_2Y!vYLhdeLMy<7VW>@qb3R6k-0jCn*skB7Q=V*hLhtl~faRO# zJZ%aBZ9}nl`V$J(FGrz7HNHII^r!p}0)w?6_zg z=}^a@wel2X(CD^F=9>!3Sy1nzr5|P8o?y@<+R(hxWkr6gERRpkOsDsBt1Le*QyV_X zjh4Ep$S4q?@U{+*USGB;9&87DStQi+@0C`!aCg!d$08MhIAZU-f8j8$^JSTB)xe%L zis`KF81o8a*jM(jxzOcT*Jf65we59MwY`LFFxMoo$UC&BOvoQ|*AVC(5rjNN8rw`R z>m{)hV6{bs{IE`6i!e^0XRE7oP&ln=AkcT{Jjq0~9z;=JXYBe6yJ4F>LSlP8!p^4` zP(CH*L)`l}cGsMt+@`W(2#uELcCc^422}W-ZHiciwQqwue0;LWF~t0K#*wHen|(`w z>R8Pw-tNyuqRAZhP$a_`Enb>NI5 zhYFap$9FyN*@bOtvGN-{-Ug(%WVYzH#Sl6l5PD;1ox)O??TN0jjq`IkjPAX6 z-ZMM)=JX?=6*Al|HY)g0ks4ob*hg~DYZkLM;?Um$xaMydj@fny{FG+v?{%`jqhE**U*RyH%#9UFO(1?qKS!xSI2B zBF7naVUoQROA7vefpaC;40{<%6a1ZX4L!V{eNERUKJ`-Pu5YVfEiK#DwN~?S$g>3r zKTtOufFuP&kT?l$=j=BrsP?@}(vOK9t)MAI3nk+uKR_E37DG1;9#YT6S)&;|c)0@b zFF>uur+3Z9#0v8Isx8DX!N4QYKq2^2F1Ew+_7kHAeWS#~2`4Xq^FoVS9W=t?_%bXm z?gX%@G6MIUNHO=I1+=_E)Z3(woY$zil1?E1wkoSXMZR$f8`^=Fp8qWNO)R(+$pqV& z97T%eizmP}i>af$_V%$fGTqFSdZ}E3B#J%|xPZn_#w)2bUMhFZPz0C9D@zpNOdIT2 z@|s>IBJ&!TY3L&}LM1hBkPD0FAeh5eCS9XMQxTMBcZ8da5&2q@m{PMz!Ci+B#AQ$p zX`d|PF(?KPmKh|*&R62J+DJ^UdfkO2`O;_>(@S|yB<4EY!%C)QsJaz8}XUxP1USqWVs&bsxe(@1+C~7}o^Vao;u9sBl$V#iVj6_JC?Bmrk7`oRIQL9qY{O3%=ZU zu7!fX$oN3qY=|OzYf3mT7}mm^buL4yftIHmnrklA+}oGq5;&5Uys`UGycK|#DJ>1= z2X7G85{DF0#OMeI1TGw-e)^Bu{1enFq=@?Yjr(}l-QOu`z55@%)9Blmwyjpq7y=Vh zi>;ArC5BB@E(=?=pWhwkQ8w~HH(E(LnB}2{2s`udSk=&ff8En%8|ObXAv#U6YFe-B zrF~-!HlUV=6BiA^>H0m)=6@R%S^xbL5*Y+XLbWdk&=hx`HPPdeO_>FKo5Z&owe50c z0dH&>==i1Eb+}4psBaGs)ILJi7ZB6p3&~=M56xKHm|`7mo(BCmDM?)$)&|fgKVAi+ zX<)5w=M%J>I%rM^pmPvEDO#|`Nlu!uaLDT-{vvsvBz>GD%1SyvN~)*GhMi*$35=+u z{T1Ks72A++^65k=$*eE(+dZwM!7nHtZ)&7Uu|zF&WlQ!|v(A|O3tnGLJRg2qjoQ03 zIqQMv5v{2q1EW_4-?P|I-sW(wYnOg#9l^GPiBH-r=|6IahzGg5u0hrfF*QWJm$IAgon^Y2YpRKnxscN-`q!Q7A;L|Pv;-oSl$(@}+(G_sMRv1i5uNPd-RIl| z1EUmNpsrz87>odqQ?oGSG_e zY=EA={`KBB$P?Oi5_xHm_)R#=^F8*(*Yx}~gCf+STVAF7o(8uG&nm<|5$?d-46 zql3GB7;2n>ahmQ+Yj_hs-UZWbc-M9B3f${Lufy}`JfH&m2OKW!UWr-$p-YLD+d!L2 zRk+`wDoTE;FG-tDI2%43p7TD8q9>IbPZ>tQsO#B^e65FurKW>onoZ%cO3|^InTK`r zXADwapUY9xDA*r2WkI9T&WT|^HF-S$So+qLIdQgoigW*jX=lynv9AB@bad=N-0+hJ zE+iN&BuqMF*dm0X+{b|n6?7D2*WkQ$?1wKC%Aqdx{P863$e%Fks5=%s@fE`uFYNp8 z0Q?cR2+lyPa(-Sbc)77}xV$_hc;U`;Ve7Om8%rj)GCyc&)jb+9g222H+J%08haq?= z5zrA~%E3PGi)zd#^wj9V@pwcDXd#s8uIcV!)sCpzbnblZ5l+t`ad=UM=~7|1cAK=? zS)q}i7sDNzL${UlR`1DUsjq!d;&vlsuzIA)|&@Jsa|6&8z_P z+H%dt{E`-t9&Co+sL9>J!bu@Rm#ktkJ;KFWqXo*Msz(3@tAQJ`vJL66r@Mx(RuM@q zfaSDLGM*tLj)6ZST=LxGe$$~tm&WBk$#ADh-#;T(MT9Vl#y{Xi;{?XTSHwew`3~Y3 zZ~cy`4)Y+VjEy;o{A3m9>gY$PgFZUuX80Ue4H2uh6o#Afa{yeP@ZqbywR;Vl26;+& z1bs5ZJdL_@_7`qXDs1;x#8;VIjGZh5G^3$d(1{z3lc1NVPhjMY=l0^OqfQ_;mzC%v!0O@0Kr<9e5R`Vl1pLAe5PiYZ zSSzHqP8Lf`cJ9nvn@!?~NDy*MwTcqDgGXW|D8K+ud<4!gTq_GMGt|5gtivi(D=jK+ z+k)X`F`Qn@xftLt`*M@8bH1Jy_^e8hSElE`VoY|#QUBH?KZRA`&si`|Afzrz7Ims& zD7|nmc`q;8_DrjhRWDvirC|Rzi3vJOCd@2MA;{{ENXgEu8ttfNXD@wO%ePRgDA%oC z_O4l-s7BO9-pKqua8`srR+h_OxWA5J!dJOLkP#{$AfOxA+F5un_gUR7hwrrPdOaN{ z9vRQOHbkllat+p1D>+m%p;fLNL#+TZ%X!6)b{Fo%lNfMXSICi z7_rtRI2+j8-l_OI3O4f1Fz~^QKF##cm6U+Og0GFfZ2-Nq;z+Mp2-_AZ`BGxnGJW)B zv89q8aA3$3Av6-r6QP(h)2^zr6t^I>JeTos88@ zQ>uNI=fGWo1W>^MU$$vcS3Wh9J?jn<>U{4PV8^`IKQ`x1VCZIIP$(NKoFQvZpyeH* zk*tl-Paue;EYLv=?i`7p90|1>lX=Cqob8Xn{etV=AE(&+NLGgwI-J2@L-c1T zf^Zl=GB@L*>JcD+^#ST5iTcyphdnkcj(LY$sxbr< zD`hsBM6x>v1@iL*CNq7VU!N>ha-8;AZHgobR9wQwu}Kl%wr% z$s2aypK)=!>2$=Zs%*^Z0MwevBA(63D?1Q#^+fwc^8nj)V|3HYpK0k$pa}WsuHY0{ zV46W;49ec(#BLVWzD~WOWEO4q_n%qD1|U^*?T&uiocB~NS7I^kEP=srRyFX`an@8~ z-~9OOm%}mIni*7ZyZjeN`S;C!61zs-#>r~_1rwyHyK2y<$T`Q=0MYKbBec2OO^kNq zQA!Aqv|s$!%tdP5$=c^BWnv^ycxjo>9EHJrruEVc)8g|0d_>>02K++M#jqLiVjC0Y zmMW|Y^HdvX`OEvVV(^mFyG2XZu%d4l=_@F>dWF-^LThp&Uv;J^yEnylHJn%@wgy9; zJ`d4$P&j8UJ_e}pUd78l=ZuzZ$=?l(?rgf4&GK6c@?MZoT0y)WJ;)=}HqT0U7 zH4ADn_|rpMX&C=aSci?a?$y=k4TPFC^zHP?wUztj zrEt+vBfpt-;4WF4b&>;HmgpUWS%KWofjiqj>koCKkJ9v)+^%qxr)w^1 zhVa0-yRO0~)uW4layATw_5`<;Ze>5-X~_ZXXpLVf9PMZgI{SNEhSGM8aveA~mB>8j^>?O&WKSsbAhhOsp=W&MA&i79R;`d6_HN(>h3v2I{U9~lcrC3MK&Z^qlkXpF6Ukjb)PBy zxTEV`azTDjU>(*ZCAu@bCsCRC>pQ2Su*xQO$Dh|j|M%pNz&TL)(IBt+3Ig?G1^hj4 z=qu@&Qyz3u-^zB+%_`Bnq2H}M_{pdD8f(TjvIoTJ`?R(7=pVO$Q1=^$6dIB=_R?WK z{KsQt+yl?`lXvg4){kfWu15lv*F}dDGD|3tya&YGUGcozED^Mv-q)M}2%Ug8U&HZI z*0-iOq!yJIGs7dP_lb$@HFS};E&Pw`ixalLpPsI+CVpuo#cvDceb|w2!8w0=!87;g z1_!#VPF8idg|82?BBx(i-WTGa9d_Q2dv{KMKF!6x!l6D5)D{Aae$RZ{*F;5Y*jb`n zy;#j>MT1~6TUAv>4F8BKWk)Ee5i6rtD6NqdKsHAa>{XwbMDBeonD8eMKJt!1Hn{HJi(Aj1c{AI!>p>A;xP`zdIkcqmeG5 zQIA($-b*(7^W>#=^4I^1j$`k|fEM8VAyxcSa{^m`^~Pi&0iZRpE1tFhcYE^a*;GRB?S66$FAi$7k~F(r!`zuge9P6iFmpW4rKUbzMHoz{VfC!4GR;xHJ8cJAvto=u$+XF0zo5V!JJ7SlLwr8KB=2Qpq3~nKZtdrle5FA?tqq(kZNn%B!G0gwmymJd7Hm z1K`35U`moaVH04jnMV3}b?mMylXPjjCV%>Xu8yVi!NA!J)_em6*E7$yozEgn^Ggz9 ziRybURX;AR15P%tW+e-k?Qkh1_;3Fqr#+!(0 z63XF^Hf~FN#iTrAyySUst=OGPr^#B<4)0$={bEkpjiE{e!!(I)fZ!a9Vd>Cqj&GVC z9A=NjZ0k~BXzvERipxd*n~G9UXjYN4klKnwcSVPJP6YhK^rQc@Dy7Yd(~{fx!; zu99MlF_maih-Wy*&BxbqLL%H|q;8`7w$}KMuvxYMOL^|{D*HAbnUR@*#OEcdAO1eNgd<9?i)D2j@`tP) z-=&n1DLbjJHe@1A@~ctwe3xCWHJ&fFR(?|0+Kv(!G`=4hgEovHYs@*J0^+=hF^rF| zR>+>PRe!<`5m|bUkiWsOSRaD&plLn9?X6-X9A&awFt8^~vk{ZQQrN$!^Bl~)_p@DjXIp(f^z%9>y4 zmDTg+ao}Jt13cQ?{85& z)9M+hxwR*mqC7^FuspF_X+Ueh{966EaGtQ#H%q2i_&h>I6CSb;C|)kK8n6BEr^Y&R z;p38IRV|_u0)313M5QI@O262=Bkud_!h&Fr;8PkyR!H}0#g*je1uXXuK~#r>`v>T0 z;)^Ei;FgJN7))%xtUipS;~`tH#dXrO#wu}1#jxE-7~3W^9%qeq{nxvi$k#}H>T!A& z1n-M1QNbeQ5P0U5==+@AFUP0_5Xwm6K`<){(=5+?EZ2dSzQD5sOunR%;E~F_@n}5n zFN^KU4|HP4hl&CwxN|y6%_&R1C1F=Eqt{e}`D9W_JmH*lGwd9?jONw}Y^P%hnXY<- z*}F7ZEt6#jjf$K#r}6shd5KRNd}z#PDMMuQUdjuBOGTufg6oUIEo{+=vScBO*S)JQT!-Ga|L@D1py1B}(=9t6sjC{5Mrq4BJ{Y6>me9L?^` zR_JnFD=p^E8b626O^wc5q-{_tl4Ia^cwcAdw!bw8VD0l6$xn5X+|@W@UpXm)EgeCK9VD6iN?kCtGv2{p z!&|w7t}jp6-@{9XHJ3Bl=4pTSx*0<3V)a2iF$LP&?o`Px%LDBlo%P;~;o?yG%MQ<+ za7|Jlzc(~96N!d_#kElvpn+Ddb&=5YXj*Qth9Qeqe9Bpn7o!I?uIX+IxJBZMMNy? z(y|;%H1{FgNLvp_g-}>HPTvqWEx>)A$yTM#7J%sE%pu(A*snAsigJe!ZkAKf5UxsA zI-69u=T*CJ74bTg7PMI}lT9TqF&uR2*G!#rDq&x|QtXn%d1gD`&>zdy8|9$~kbu@b z&3O9nJv<;x!{pCRm9~E8ktg`(;z?&|F$@;Q9L0+n3#-Te8+lw=OG}xt?Bf>Qv^A-o z>#M6bxi1ebrp~pT4O~ev{e&PnFekOS3fG<;^J` zB$f%=WS`g7be1D_7eI&!ZP(;gZofS{%T3^Ub7uFq1$8iyR+`W71|O_*o(S<`OeoPw zP?*;wt;Zef&!uVkkBW7b60aX&c7tbByy?%s%F(EuUeI+nMZVTfmSI9$k}F=KsLZn= zZCPi-zE>d1oa@+oK|~;hrqdCMJc&zd0DdUHzx`xclj&Nb|8?t*P{d|M7$^K(Z3jj0 zmFKg$-}p}+vd^4V$PHEOhr5Y4tHC7RlxG_ELLc*&jpKWL4=vZ7WuN{nT_%JruPE=- z_rGLd!{20a+czWA3{jV3_IvJbkbV!6mvN6?D=Js_R3zRfeSMHBMfztm`W(j+Uf$V& z?U#p;GI{I2wF;d?_}xD(H=c$4hqCxyMI2id<}n*cGO3 z-V6JG>E+SuJsT7ucNF=ARB@Ws``rY%YRe!0sfVw;{*M3LN_#N)hIEwCHrfF*ICRpPuapHCFJx#Ega>@!mD(YkOAB|iIiDvzYrv{&G3me^zx zANi0NE)hGLr0^}9nBiA3CqSQ}xHyqQP#ggb;$#bnSt}9#Hi8BqU!UdN(OL`4TuoDfq6G%#Di*xx(BKin4?&qp*N+?7R5Oa#C*$pEn z4M<}RvfG7>K@FuNh|4byY9~t>Crj15QdM~kDw_>BHHp7d_Pj$%UFr6kWDkf%ODpQ< z2_T7@Ee_w@6{5I|P~C{>RcF{ON<(OOJ4G|{`M@~~j;gu9xckaDbIN!Yi+N?s_yA>i zfj!8@aOOiY>QsZM=cBNKygwyn*1H0A<3C}RLrBxfdTNZIxyZsPjJYL``65YzA)91l zLPQldWR3O2;{F$Bcfk}_x2S8ofyNtmhXjH{Ah-p0cZURbg1ZC=4#C~s-QC^Y-CcvG zKX}*LQs3UE>eT5!G3V@Yjr+0e2+=N8_UQO+*p7!W7{w#Os3;LX%jBayl;FXW-~dpr z=}HPK^ye8&?G%HbEI@0|pS*yHTpC^ry{!Glpl$n*5dHN|mS4$8wJCL%}G=G}ht30?!KDcDaU76au+S@#KD$`3Y z1D@xh+f0pLCL9l@l`SQJ+*KYQeTF!=9o`RQXZMh*FyTzQiBd?Ep8T*quacnukWiR*SFINlv`8p~GzMbHpoA^sOiG(>0 z=8*^P$(>pb0_mGzJmulm2wuYE5wPCSll)GqJgAN>fMpViVzirOVzO3Z;zb@KPZow( z;hIMlNkt*#`#84a6nu>gUfC3EoE%EsRKkz~kr~+*>f^{Q8th3a2(D zYsl_D+0}nr~3V;FvV1WP>AV_!+BnSiz{pPRUdr`3eY}p|~ywBMI{)1q_K>w$_daFjEz(b+D zaV#WAQ~)k2EDRbz1Py{24GQHQV!^?@&)FdW(U73fP$A!|Q84fr08$J94FkABq4U2K{}`4grLZ1dopj^X{_VP!@oZ0KiKK_(TYgM))>o zhYuuz!6rgPAp(JjkP+V@7Ao8u#3BJ$l0Xr?<0}+IQUV|uK$#4ZoD7D54DLVt6&eB= zCfpmr`T+R#5y1En@Rb~d`R=cXpeZmA-}mcaKD^1RPdM!U3P@;UujC{DnZ~Jw^04rgDmk1zS1X581MnVLGK@?s{6q!?!h+GO_CI#@5 zqQsL0YRG{kZiUXkW((;41e6}7USRd`;#Es9nfje(0LBp?ga0wL5lVp5@f7^Ddbv{JE!)=q8aVg8;N))# z-}T)d#9*LBPcUkx$JJeYCJih@;U<)?v|qAyv4YD+fCZkPntl=pTi5R;X<*_fG|fjc zq?uFpZJ*1#>#$%-rWB5guk2#aPtWXL^FL^e1epJ2HEbx_A(AZ0f= z)&1qNm^#C^KXbn!Bg-eBED+`|Yrpvj-9Gn4K?`V2RW0l`)!> z53BUvRyOTcgy*$uJ~7DRM_S-l2rjvcaQ1~<5*>>*=uqC9okp$N8hy)~b*Fw-=I6W9 zhmaN^S0Raaz;#X!@!J*U9SrU{4soGZErNWAfv}0q z=Ngl?o0a$@-#^h`&xIQY3S_`(WZ|69ednYQ4qI~ZYpR7nkxn8=2lNE+KyhvVI^`As zI|TI*UPt_H~iIR^{Tj(8rL+gNpssD04>}I7c7`YB7#$?MJV@a3uN#Id}EcrUY>4SyUfPt zRsn?oXN0B9R_M$ig->%(N*f*}e$Im8(+-F5xBk9xR#zyZ4Jt(GQla1~r4KxehrK^! zXQJm`rdU1Mz;qwMqHuLV^QLoT19QbFTYk1R|Uga-e2%{dx?6{ z62+wQa=a6^pC&S1mBpOWO09kukMgojxu&R; znGDb@Gl1Dn>qXph_gl>r&C|ccHf)`6odKry+Gdh)QpvbXPOvPojg+`o%8XeGvqIt6|2Yw@}3+WgyZP#v6iQLLT-zv)X_$RiCgya=Zw>Xh~&7nmgYuYLsi`got#0@T8=eNwy{;3 zpD)2y=BQ#V5Eoq=)_%Q=AygFG^HN!me+Pf%p`V4=CxV_7kiv7@bH(~W#A0ynCQiLO zYb^h(2BE|{va+so+z&Z(9)Aw?$6=Lm=7=AuMs&`c1H4|rs2g}Q#vqOCPRxraN5P1{ z%}L;L%m_UlcUq&WV?!90`)kxr!u<$&jS&ykA@@DR?F+I5M+}yOWY5xe%o*k(n{t>w z%~2X1L5_-pW9E2)OhDph((so~et`7PP3AvS^6RXZvN&nc77ok_KluDq*Y0Pui;_OM zwlfzLv>x!s_*dK*Rq{fOn2T~Zm{`TvHk*2G^>5dX50LLCh|q5l=w(`VVmnoeXXiekSABK{jDn*aksSk5W^3c7^yyrcJ3>l2TbyL)UMl+1w@Om7us%q$Ii}O+LM^9rIcpoY7S<_=diFB zboxJ!%o*+VqMJn9u*GS!`y!T8X`V+hyKV!sXxv^wxHADcyt`X3+`G7F4qx@ZoWw@# zhN^}CsL;~5a@nX89sRqN`vK)J+PiLUDP24ZW5}zX{$=Frg$A?@`_@W3`JcW)hJZF>`xPwSaabqL;EFXV_#%hV z)A7OUY4yWdG~KJsVW{ESib)*>+?vDX4(lB!kbZo<{4{hdxwrbjq&ePZoK!m^K||iz z`$5cgb^-n{+beFsTLT(E2`#uYfTrQ(tPFI6WimBZbyDB4MSQTT6Lv*6wYICb>pk!y zj`CHQ^R)ZsK7i$=AZGWx??Vva3NbJBgPm*|+k4l<=}uo&0TLy+%09FoRDxrThHJ4P z_Hio9x|aPXnX;)szpWR}w587v{hSy zKZm%A#kBVc4vV>xb2z}?)I~%P*GAmX#8%ys^1=Vm*w^~UFV95L+XQ!Fu#>N~qgUaA ze>tUMb-lY$5L!rM5Rr=p0=wVRM~&%T^Zf!GO4DywJwJcDpt(AEq!v;ivJ0l93&e(@JI_(Z~!=oBCf?gD1E@!5-+lf!*7JeQn%=Hhx2df zN1wy!Fd4Rx4?`hbO$j7dfhH6`_kTwENhDGRhMaV}zAVCJA0&Fgc*zEuW}7k~sY3<0 zhT#TBwV0x-A0^>_3($s7)RRbvbxk@q2vRjeD?3V#SxB&ki)*j;rsQ;{Q!q;FPq|q5 zl?f*Y zvIN9V1QR(GB`W+(Fm8-Lrha=MM)fI^bn7RBCO_^cg*X@fUUbc%+6va<46B7pKfsM& z{^4hAmJ%nFX=a+)@e9OOAjWc#-bE2e;gX!Fme%=J@-oZv3CuLC&mv4#h%t={3=pKn z4QNx(`Xp&?{rDTMITOb&S&7<%8W)c=JAO$c=VHMnfGrt>Z;eKiCa@QtJ`g4BmQ{%t z%`KT;n-r5u(mqZ20Z zF{(R}tCr&80wM<015XFTIG4)S-E!a?P~0U;wH7l}{@9Zwd#N9%W@=_0OO`Cl7l|F~ zdPtT6XtFe(yi%JgPL4rt$%W=<73rIm>CJj`f%%7K8E}YY90-*SZ}(v(^O2j2S*SAv z-KyZFiaVB475j2IR4UCStJjY!f{x`kim(idpozdKqQeL}Z3x9_N7XMhrTLOINam#^ zTKN!MDwru1e4zxm2(=k~Hli)1H$&9z#T8Oo)iy<0iNjTWZlyp(rVlAWyzX^h2~xgO zq>QoFl4_+mauhg8)~h3a@1Y11q^;l^u8-_5OnyYmLTF$^sJZ)7?#P|*R8lN9;#Lap z=cQFG%iTyU<%=BJK-N+w+0rPzl7B7Ipzm9@q@EO`6$;6b8$Xh-;a)AEg*8yzK!RWR zQxk2RtJx?elj@|AxhdD)w1o#f=Ln%C0kPclt$~!Hw?|okky0y*-`sj)P@`Y}6A>#P z^+)eXk&s5ykQB!9WDq_LGHqP&xKynXew7gTPyHN0gSB{A_jBt^OMMVaTMKvl7bfp1 z&0;l(Dq%oXQ^@zd<)Tuvx^t=aMx4q6?tC5hn$qMN_qW-)g^o7FC}skz^iasRzmrR8 z+YwsJx0>saEla0Xsxndg|=W8_pohM7(e%{rx2#L_~$pu5li!VMHt7+u`{0R2T z4~tfe27b`AR0keux->^84X6b5$54A%70&7q55n+Yhfboc(Fy6Id(w_C?hKzwhnJRz zDXvPEPR$%%`hoz>>)IXtrK5eV-EJD=Im_jrOPji1ARk(X^+RhZ1YlrkCw5mlKjo9C zXs1}Wj8uRo8LC>(P{%$wfkZk3mLw|zEXO2V`w_a4g4}4!sE^CIeqU=?(A;4(>lX*hMsqt z{}pLApSo#VyY4ODxSKeB$2N)ll!0Z{8Xq>L@Y+CNHK5swPNh>zI?_wWTdk8e^x8bO zN{IOfFvR*gHM2Txnl?Y_(fdfzB-57MYPnE#Qm!;QJ3!aD@H8}cI(*pN=e0IdL%WzR z70u*37Ak`-lQR1$-0F$20`}D}rfgo1cVzw7sF2x6B;r6?*;IVn?DsPSHlOKT&BRl! zjDoWzC8B=T*NjRejA-5!cLn=)#CdC-$ztwRt+AC!?TMef%cL?3eO9Z~Qx%i19U=G_ zZm3hjNpt?Y)8l1hf0q{L@#7CIA0SY7KF<1iQ-&_i!(_qc^^d$w&~>8xy& z0sZ)AXz1hbiI%j(b|Qn<<3F#hKP^LtZOF^)o=|W2SWSFl+NRdolWZ?W)m@ieUx8bX zA!FDs=iei^oQFi-&GnprYTLW0pTE(WLn@yLEL$^QU%C6UU4pc!rn_^twq?KmgWhZD zv)9aTqWbE!1B-!uF7Ww=>Ue8ftpnXfbd8OhF1&`1BzM>mN ztc3He6aKXpeLYz>ImZ6GUlQ8=z5aA`JbIk3)ERj*rF?Y&`DkuD23~gK8_!{xSK3Cq zbL_ZIPx@K1b+$nq zoq>9+yUP{_2rIl+Bdn0 zcT5;|t>li$Hr6NtZ~RZLZ;I!H^!`8zTp`}w=%QSCqdZI>-h58Kt&=}NCt9I>d)tyD zHn^}_yL>xjK10)5CeoXY$+**$n^U|vkLbANx_Hdk2$nye`L?#QVfhdxms2!>8&Yvu zUU8d&{2ZwFCr0*W+xqB18q|c6#X zo9q%#Cs)-E_1Sq4VAt?96>!^BqnO8iyZg+520Q}sc+_*pDy47uYHxXNk0J#MQS-Y( zmXDemzw}b2xI;*6P`8)yw_Q52rNKLEn_{s+sw;S3KWpE}pr-KK6i%n=~|0EMOap3#+U1xo3XWa!3wJGbZ#vAJz{L0?+s7-8P> zQ9UunQ=|E*>zSut8zDi`xrp!iC|syU0G)I1@R@KSV0MZb+u-(U07#U3#)|`6o6Ei$-hl%wiZOKV4-EvKQq_*>{j$cnL&Uurm;qiQZ==ShtBLcK5rT_Ee-zz06&=Vm- zeLtFY@XF(J(_>UW&pU*BP)s7`%;7Hklc|EAj(7E6t-l)XNM2#EcX-U~pM>;0S)O?j zD;}~?nz9=d`?i1tYERhCyJ8}1F0E#@>z{2F60xIBJiak4|B8KNhyisHEFjrfE;?D6 zFP1vKTyy(=TCMI)fo`!YVZza&En9sX<|IAgi& zZd2JbX25-|FY^_Z8a>S+I&&`ZZ$Bl5UHuLQ@tX)NN* zZ6lc**7ba6z!^N}MvvT18x%j=uD5sSe2m?|4d$%lwX+kY5&%-FCoSrr$53Lf z7^qj zj`|sC8wRIdQeas8jFE>;p_ZTqWBW#^6K1i*?Tfp^VT1*y%0;#g)l4VJ5=a%wJv}|t z+4l9@9gr{4-t|`!4V|&>=N=3i4oaV|+Qidq8-A^b8_=IN34v;pWM=Bh zCg7R~jJHT~2OYBUYErEmv1swf9P)zex{=6Xb3P!&f5b3v{~@@WrZW0{*=+Jk8B#%6wlN`fas2lW*GU3IGzwWRvmtzP=?s?U1?z===Kac!>q_b!d_%Lv zAIy^gyvIVT@B-&XKk}74zp0mmRQy79&P^AR1Ch$al$z94ba7fUKj!@?!d00qU&v>5E6UG3 znK@dHjk}&ZRm$^U9O+JIdO2hCBs0!S%ent2h zuqFMoN8zZ;WTWl#DQdC`ifd2LLs=;s2G1rsrE~#4jDl;p@k(A4N597wef9?r-RIK$ zGVcCL@1a^12rV3SVetA$7_^=Kd^ra~F!X1h8x2{aFB-IyM&01WV14ApMOQ{XYtKpy zMS2^NR#Z{=h$DMrl6+3u25Fesg4~L^aLyt9xEq!E7d@Iq$-W$sYaO*V*tVi#kPs*&^e%nY#?x3Cw3zt`t2ZWNXb@;lE2@+)@kHfve^ac2_ckn|?@!HY14(<(fGL_~jrD~yprU~9(?39!vww6!9(j`@_E@>~j{Hh)k zq}lcH)C^U27b;61^J!u((rQ%}Y<5Q?Sd!rh&y{;THd|UB>RmO=*V?D1onlT$&5&>V zMQd{d(Nu@S&o4XL3-?bW=*M$fE<>;hMNR5CO#+Z%1OCvhFnv|)Eg`B#LSDmYl^ zqi^=isC6`ow;BswQO-Ni-j&O6UptHVBhKA8t}m9}6j|cvWe;^!M<!2k(Y#M2I;Bemp_Xlh?{XG z@h4+g6yx8(gRT<=arq-@xXa#*w^=y4*ZS)Gah}XJx93jBWM92Dk>X!o@%SE$!0vZn zv@2S`#81D@y&$`+9lJw2phhxY`cSw$|7K+@;)U^m$SrEZoB%DAfnMNYsLd=;d0wqR+^|=;{{iR zUawd=Fnge+g(QCqhP$_~!}ki=7cOQdFu(Aj(+NmQcc*uC%hmERqY4fId||_S3By>4 zQdtgCszrcxL3Vx7Lc&GjB67WbCqmF~3wTO!wf0&O~ zMU;5@cze5$qJ_S#`WZm+-X)3b{^&Pq6}7wVvoq{pbmgJSrT;ta|BaB-7BujQs#lk# z*S=MZ2~$j1NJvMzMOIKSuB2}aLrgtO%o8Z;Cq0O|E9P`7rbzzrmxFjxVQ*mUVAiz& z*tb@Ety?_&RNM#H?vm3IAuWtK+8EW!`kP1MaXY~3Njz?~pSQ9%HnuVWlRC^n;ydVP zvIA?Xa%Y-yZR7Kh0>}?$P&^Ab{LC$xr#(!x3e4#h&i5b6O_eMTlWd3{iY}Ebi5(7E zmDHQ&tKjLXRF;rR?W`)L@HrilT5Ye%?T~aCzO#_3+AVhm)s)9dL4TJ>kRSQ&&(-SR z)v-I=0vZKwOSO|ri*AdD2ut@{j-K{N4hTyLnZj3wNsn_$ztl)C7md8+kZ8`1QUS-% zd!(m4Ncyzf>gZ&?o=VRV4$qU*O}~tmddPIf%E)An<#WlbT7GO>m5Bz`EZ&ZRTS4RJ z=;QgVGCOox>vXAI(&Iu$V|%@bZ=-gm&prFOK zYHjqEa58(hT!efQdQBS2Xbe6a=ekuMVQ#Y5Lkjs-9+h=;2skwvD~}$)ZOx;ArK5mB zC6Dc?fNSK3TPA}r$c30TrPHF2UHS&>zYw1(Xsk?;Ku;5vDSVLOh2>QwS5YkW8z%{n z{7E6??NpI7013xxg8Ocq!*PbUjq&rV63>_t8J4n;)hN@eLJg1d{P$UA8AY*h<+qd0 zk8#R-wX-+3^3r9pWQ)owh{|}E%Cd0^w5TddZ}^I0uBCQHc@9A^PkA3Wr%F+Qou;DI zC#zcKr`49Pa~2_dH>2AZ0)(E|_e4{tS2dJTMW;|UvQjl+jri|a3l*RYScHK3FRTR# zcw6HGVE4G9ko1^>3}_olO8AQ9fA7CZzZ z;1eR?$G?phG!PN?UrY=8zl;_F1n7-s0b%|vwcghJpx}|AVcwVh-cS|*3k4GSzogci z(L#ho0lhIToHwS03J3kpwEh*#dNW!eC^Te9bN~rDKR#K#z_@7}InXs^!DB+li zL0=H5SOAhNC}b>XL@fB|YyiD~dRgxO#Igi95a~EkDLAo+-lY~iD=$Eg7ZAY*aNz@r z@S)Q3;S&hLeHBFH6vCnw251QbJpUcbdh=S)QX;4<;?!6YB&1RRQz^htDFpGiUX~m_ zgFL`h2~|`Xi$@*csSY$&M^OKN###o${}XEwN!I=ktfe9wQvBbr79Z7z_fnP-2f4WW z@0sP`bOcSIcdV7DDXT8szhA!5;e$1fH5v+&)D87W^Ep#IaJ$|2qtst57c8uX@D8-z zR-j#Gy&JDHAIQ1-Xh!Z4E}GlY;m|%pL~js_3hxv@e#ed3afQ`ty2*$g`BjzU$LwHC zg0c>O@9|POh6OQ*=iZhr(%YiqEagwS_-wlk*aVUo$G{*%CJpYZZqxH062BTIY!pVO_^0b-x+xPvuo;IUJx4df&2h97D*1(C^s#+NW-3Tm8A*59fGx3>*o8ZcfB;V-`iUVrWVY&Su%x!1WkMF8LyE(^MBpYd?qb5kC~I~UsxfXloOh%@ zY?41|n03VHQ7&K>t`Y)ooETJ3GjH#41y# zy{awA&eE_0{L2G_&eXa}_Pcn*ugaAAyCLcxboYLrO$+cg}>HLyyp$(VZj0z9U${wPtn`V*PjVZbxQ(n!CDIp_Xj+r`6!S~qu#*nd=h{<5xL`loGX+B>A(nmN- z0abV=$GFj5MY|%YuOX8$cu@J(TzM2M*fG-R=;%;JH=V$KyTpa+J=J3>G4g%1lvHJKGd2S}xM@c+<;%l0cQ&k(`OF6G~Nu3+WIr_XN1>J45baD{&>R~}~ zQuHlDr7gZj=AA4d)0_p@Rk6{Sxf;wOJN~?ile5t-f74BY@wAK~+?pXz3f1srxN^B3 z6E)^>Gej|cw0@L}1`4z!72v5PW@?2();UBahs>#53-?%pRw>EbT>KkdP4*Ea?xMN$ zoadhsb2OA^4Q=qb584g2I$zr%y-&7k{*SqJGHt{a`FqQnfiHX17ThuitB&-1lAZPv zE6kdzY(P1BQ+xQ|5Fijg0Af_8}h>eRN4@55zCV%6>ld0}XD!UNxQged>pubR8POm|buM)c zVes}D19?-Ub${(N)@80!qP?imF)Y>(7@qRA6b9tVvUMHyNd?^@en(H>=>5nS{JH;R z=-Mt`j}Zn}p=m&uNWPH=Tf|OIm%~L zh{WIcthWfJ;9kG<31EhLhT$Y9VVOqR}eKPc7o;{+W|HG2eFGCN9m+Bog&8 zpXT1k3H%ZbgK>p9#Y?jh_O#28g+B1P=*GKDI!=_NDvjESK0%GX4W;@l+9v;2GGA(K z^K??E6Ph(!s(OdcJ#WB%UtCb7O>DA?k%%FlRdTsAK$diR)QM>E_c-~PSf845i?Kw- z6y&LrfzzPKe2%MDn2r&9_!5k(XiO4e_CP&>{Ngy9WaUeOwY%1YsA_qWO13eBB(5#> ziCO6t&+*J6!N+cO*2W>N#jHN}4Nc=cGP5!vU#)tI=QCS7>9uA*bgjN$^z6N2+3Mbb zPTLpYv>y-c4t2SEi3`wyr~_I!E0JOqMIR$klEh9V5%gNjaVh?EvMX+IjIQ#+fZhrh2*>1- z<^fj+G>p(<9Tickt1KFOVEK4-z)vs(UI)ic9uNg*(-|r0AJx2H z!SN+gk0~1p4?P7CWo^gy%-veM0@`_cJL54z~$ud z$-_Z!S@2VEhVL+Op`QII7ifI!WQXN!;Qq%p@c!F_k&nEK*&iJL$~|R?`=4Js;Y1tF z>YObu8mK;^c^MqKmjwFEQd+2UKrrunyA*K6?4x~C5A50(HLEltX!Jqr`^DyhX94~| zzEY*w?EKRo7p-Sb^}+eq)U6UTuJ+Wt4aJT=1yvA_dT_kj8%-0uT<}Gs@U7nQVhBXf zGYu)=2tZ75Pd)SrU2t(93>~EO$=LU=5f8=ca)etHc1;W|FZA@xGP8R?ixm%pYjE6K z(DYT8PD}LcbrzC>3#-NrpH>g;98gtp2?u9~CKxNa!v%{433cJRMgk(Xs3N|Ki(vl> zKfJfhd=R-XiU@H*b>N63WuFNJ$??itGGqfw*=sXF#z(m_ZPEPG$Iq%1K6ja}`NAD_)q+E>@ za)nsGh7{)8#6m#QXrZWqtJ{r9svx!}KdxD<*{8N8OO(UkR1!Zof_!JeMOGR^NzK$k ze*39>@Ugk#DLd4L=ls9-i$YqDQiKcBV;;jMAK+#l)4%>o)(rkt92@f*m?00J(rudX z*EOCsA%3=2VG%%%u%wcuVdq1gNCXq(_xMdbi5K& z`qC0=4QDR!R| z_U0v;KE+`dt5r_>e>OxjN6ojD^l>hX6Qfa(N{*zV)}aj`xnj@r26JH)a%2n_rG38i zT?;Ni5skN5E(E*gaX)#QGC6-(&K2Fv?K+CY+bT$IF5((SHZj8SP zWsM#Sl!u6}KPK0>6&Jp3h71=OdlY<5y zeZj??Dybs$DYH2Q(krPvThqPvAc&>80F$Zwl`DV5JSsn#%F!gFhlUj61U2cYk{-fL z&F$-lg5*pQc*$j88-BdyaZsXb8DUD9Ax$BQd34bgWX7Z`3|OjI@iF3jxta|Eb}uQ8 zsiZ(T>z9RTwU=$pJ0354SrpQRH-cjnQMuKdK#4Ev2>rJU!bT8rmeu%tF*3YIWp>5_V}oNJM}djscH zwUK0nW>tyxQsTpMd97rlZV8G$ZJl~mBaB7WmS!m(V$&r;jX+Dqa<+@zNM6oRliGc? zYO$&bS6%jV1Nlz8<_UYEc|(3^gX>Chse4_e6iVyLuZWSlI(Lj@vqnbz<|AB~O2me4 za}PR=hAvv&lHz8(5zGXF5Y5IqpjzU@Nd-xZR0*O1I(RuMhc&pirH#nwvv#B;c7CK5jMzq-*#2dt z@hm0Z{6{82YiEE|Yg2Rkz;g`ta2Kt6DYi$u?{G0*sUfm&ojq-1BtbVvRZ_-tCzZBw z&T`jfVH@3Q6FhFcfpI5yQY%{uIRzrc(Anqi9N{Jb zf$9Y8u8hL&@sr*F3zV49#u@+a9PSov!Y0MAmQAV3%BN;6+zvmjetOGt3hh2)ROkWy z8UwAi#L&z$_yHV`esi;K7Y}2e$9BQ_UN7m6LNNEh=E>WK?x11n;3`2UBM-A$Sg-%- zZ;-oi5Zw@OXnUAPuM}<1ynB`B=}<=NAmph2qx(RbPhYH?6MM+8PjSu$?J(MKdo^r_ zjr2$nT?RzTTau{)oiM%qW#rr^#k95O4;L(pR%eSx8~jOEvPI8;Wy`@6MtLd%(d5|p z%NV75=X7a?G-2<;Xtu6)Yojz=NAlVE}Yan!eT z?7p<0WN}=gwDeM`d#VbaU$1Znu#E#2g*>jdoc_)oZQTChwmHt#fdYb^|YFp2gIL&~`GpaNvsuQ5=_ zmU0(gnL#5$Kf5myH`0)J+Uy7EAwjJPIKrfS?J-6AiM`4}h2&C&f{C4!X_~eFb%^KvDhGWF4c0pmiIS55psjHehTm6chBX_*A*Xx*{oK}%*rl| z$;RZ?3EI-tI-*q$q=(54CJ1k`yUfz>9D_VkU_BBAvR2_JKx&T`*r2c_;5_20Pzr#i;hzolunX9t&Q6s6It1Ro=Kj%lpB6dU07F2Z15YBg5 zdGAKW?uZMET zmh;975@lEMUZ!NjN?H#^%kJMt>^wwd%kxZZpRNAl z>qjqwfv9jGKJTPbIKf`8smRPm>_A<9TA&j+l=(YmV7-s1dxcCk9bRTHt$Tf1enx5& zJmj_X>~*#m9^rv&8UtRhssNl&qg;@$QC_)%i@fIFKo#7$ z3_C}sU_4#*yai<3@^MVyUR+n}Z&G?+DBE1ob{qm3EK|p!0xm}}|MsXpUnp(dCCs0F zL)l`Sh$7Btv(&qTl@ga0TD+}cE%Otf9;x8Et+ zKLnvX_%dE}{ylQzo7dudglD=GusAu?>>>m>iqQmbyVR#?ESI3R54``AJX-|qP;ML=JfkdUK zQMD07UB1WHiXWr>yOcF^AeV{075jW>ojRCFd*D-?c^g9#FG0B+tNAairP((-Uc%>` zAd25uOe;yl1QnU3vjV|Ci&UlDjZbc0(uv1@@h_}ZBpm*eS9o4ngG(`j@K%Icn$E$l zi6si;SE1XP^uG0{q0eS`(W+YFWKcR^ABT{ij_3k1o~SaK$WOD61?%VJ)zH{;YCsy* zwo1-{;gDKb*2QO~+}YvvIc=|2qc zqu5fEj3=IF)PHz>vO3BYrK!mU2XGwZZ_TIFFC?#78Z~HMBh!>o9!iCm|54@n(!{iD zwt%ag&yUHWm4<}NioKv+(=YS9!iQpp@xy-l>Xu;7aZSF>=(|NumBV69va4kZLDc_8 z+dTzG_Ah?F@7T6&Ogyn|8xz~+#MZ>NZQHhOYbMs@Nq&3pKk7Uer|Q(XTvc7w7we*{ z*Y~yFA6%!#2v)Y=E1n*+^Gw#=E8^Bu>A zt8zG`yLK+tpIgst1b^ZW4vf;8m72J;y5T_>q#+x0B=|%4^dS($V(XutI?S?>$hFi; z3m`Po7YId9dR>Hfpqt;BVhd*Gh%ujz@3t}~Rt~M2_kX&~f>8oip^eoEz0nKre zdWL83%PmYeo@FL<*2*7_-~~67(#umOa;&9QPIR2tB62GsZ#YAR?7CFMHI#@D)s?Q% zoi@V%z33*`A;a)Ow`C|wN1ky9MOzbjAeH&yS9D&TA>r%yA;B|7+i>lz3*sBfxA$J6 zD+gjy5)Pg}V6k!O`3BZD!D45>?Grp+N$%RdgVpCM@{MX4pZ3rsSV7AFYSVBpb#En-;w#8#s5ZtWSy32Cj(oF5+aJQ-f3PRi~wDH?Um8=&f7 zAQYp@_<#&s6e7amuqpA=xyV$l;^j4W3C69es8b0e9wBmB=_BSO!2_J5H!2pGD8w{w zelh{?u<3xmjyTgsF)X{Isp~V$d1z95$j#Y6Lc@bN#4oTrj;ex$dAxl4;JM!sUzSL>?*nvvNcc&htfJ79ZXlw zVI5DGirAIQ#T(Cii?BPWoNvRw*+(J4SgMDoIeb*#kXis^oU~Q)qRY75BPlta^$)tm znI_Yen@~8-{WWsV89}uYFgIVrxtC#qHZC&&;Amz}Ie^zB&M6i;O^8k1=XO;7vbB9t z{uP&4JWv>GkHV#anuSu&VRU7#r>T`eJRdIb7GqeB(|E2}Qr8-^?bMCKT8+${0}R$j zi=C!@S~g6M%~S0$6TVrj8x?z0dCfF0wJr;##uiFr{c{pi%~%7trkJn4KUJQ2k4C-v~N6)q9>ik z)mrW2(DcYMWC?Q1Nes}>KaDrpJNOqimt({)H-f0wM-gq9yb-TXz#i5mV#u48RMI*a7K?vBE}w-_M&QMZJ))Y#^jZx*#rW8^UwYH(ES%7d0?UohC?bA2Yh zsUtz)NkrqqQm1}N%+vhRbC>wg&`(3tg}pYSI#XM3@3gn+;<;AulkN+XZ0Sr9xYn(T zo|;=>P2&Rm8SIUnX2~cw%GP=BZQx&m=|P zV;8lWeb7aQiHul#k9(&mblL(%q3U@@AJp}*kIrBxEn}G3_Np8sN;4u+Yd>7DwJWv4 zqFSe2Ef_a-@+UmEYqT~h&T&f^WW~|2zxHxXd~2uHIe`<>Qjg-}$<|fW^`x50eiaWkuF3Y z5{EB4rO{$oYO4dHF&4<((6cL(oh6FkTn%z>4{;7U2ZchOoBLY%+|L`?#&RzZBm~cC z+uo45eD(vK@NUqqTWu#p-0XfIvV58SK9W#66l2$K+~?+5b#|g&UGQ8FD(G2Z2+DsO z-{DsWo8@QLOPbEh39L5Pb#PXX4f2b-TCepAp6{=oFI?F{PrtPXg<`ZR`Z4-+Oe36* zWE;MJr#lX?uex3Bx=ruC6DoP2VLwmBa@YyII`1BV;^PA1c+|qbwd~|2X8Ks~aM0(U zna{xRfN<#TflcTkC1TqT;Ea~+4fE*nAZDue>wfL$8?L9QM($N$XgBc}NbXN^SL#X8 z=f7I#LhdLUgYGJF2JWH4st{@GSZ{g#kO(qOsT z6&nx$Tu}NGq^FU&(`yvv<4uW&rXg0>Q}C~0)%AK0p;zvkQpfLfA&fVAYFO;p{ElBp zedrba-dsFhME$9p&1>zwd>4W;BVqiw92)HcTd&MFV|_xx!pimEMObhJ68gzD`d2Um zq%MT`3WU0(81W}~)NvWNp?VcrM7XhlS=~5Qy!vqyy3Yjr-W2-R$9n}j+Mmn#(Z&U2 z@A`3X1`HzxztLhs6by<iNX)CdKwJaW(cg3 z3~3(>xw7=rYYtgxiy8eGv;!3;=z%=9Eb~F-txgxSXc+b&9dXtc@!IH9l^(FSBsWeM zwWSrez00E@<%Jy;`v`8RsTLwe@Dw)ls%y|5Z>Fs{Pal7= zkZ3O$>oAfs`)n!;_b;B2YABD#ze%0ZND(3WXBq*0iJ?OprK8&Em>bg38Qu%ghnUEOd-7a+eHFR4!Xh4l{|Z;^xSRXRfgb4uNv5 zO~^#wO*)^AeJl@1?`-r=)5_L)0Uvk?L}1ENgz}>?fbMC_B8E$y9h9wbPn}n=He|?_ zZphxi%9)MHcA!oVTY}vR_oMMg-7RFS3xkd)jBi;@#|lVq@?M-tP!YPHc`Q)D8eEhQTHqm5)_I@f@Sf6hu2;ZYVr*A7tZe3543vyoG@2~X z%~T-qUeYd9wVaeO?NrS!S(u(((mYhP4WcrlTe3r2cHmKS+EnI~QFF0go`i%15Iuu} zLIOSjwD15$zy=Wbf77nd4j1NsT-WF5;lD-@|EtCY^1pWwK|ufzAOMX28}LE^1yKFp zbQk3RN^yY#zJM1%?#p=n*BT-S@IPya|B+t*i+Pd%%XmRTe6AtFKmib-0BHaBLBvn# z^~Jm#|82Y=fMFnkVW5Eisd0VIB2xVKEaGRP3l<0t>>ud`4g58Q_-VX8+gkv11mJ(| zAc7-+K_P&Hf7Q7D#k` zk3mFm6l7pj0NvLnA`IA9jSC$1OL{>=q9K5O%_4#$q9cQRtsz3ded(^xO+-`>Oh`CP zXc$a*a7;unEC4AMIP%vlA~Gm83=B2`1UC9-ek%Y61Q!P!9R~sl2NDqn8t!W!5%r%A z7k~l}An*meVBo)MT%Rc}WN>@{6FxXPA;6jtgy>6mL824Fp#1kH;#ZkVk$@5olM(@y5*3~b5JH87 zL<3Gqg8@qm;G~7c`|5B3Gk*au1kA4p*XIr*3hEc|0;6YwBVqb1a6wUjM!1+Uk^kv% zNq*(Gz}WwpLUj2KEWnP5$&Qco8R6ofgy90naRZ`0cM!QzNO=IdJODQyP+?wp27XLJ zVSuJEAWHaCbbak0dW(Qbib4yCqA-ZTb4md$qyRy(pz5;tVVr!-Z4 zzi3w>VVRw)J_l#;ZeAL*yzcg}%dp_oxLe&pPYScE3|C*>UdIk(lTPH*?K&DSbVhK` zccGlIQk9*c%ck+e#f}R_h=c5t#5n1Liy2x9krID31ULYUF~i6X#vKL z^fL0;dgd@D*B{pOH(ZSi$1!SsnNppvkEU~;rd@v%yocJS^tPwFji^a&C&;l~4>Xc+ zy&kE=qI`HqC^GHlfPixY9~pmS1l$>)Xjx)E9Pfs}MXBk!XGt^T`n+W@?gY|i#pStQ z>ZoT#GOelQM`lG0?cl!sfE0J)s{-4L6^0L;;YFej!F6EJG~179-AF;;fTtIq;-fd< zD2&1wQrdQe3f4$XBy}-cPc}s_HPP-VY1~ZLOL#~!1Q5>ec|itK9eVI6N*pEmsv=J( z1`f3tGx{`{p7_h-S{Ua>0z;9fjb}csrlt58mxdc&1s!Krv_4KpXsU9YmBd=apOpGl zVat?-N`8cv#Y9j;4;BcNB^&ysK9nVd;hhxX6_d`Lmil|pgPgmn6Q@mA=<;$NHmvcV zTQmgXuT|8K8{p7jG;N(37Ir;b*r?b8V-|A{!N0<=U(mbk(|cd7k~J>R7AuqdDu4nMdlXot@pPK?*V`0s^Oc@ z!>yqQX|Aa5trl!$Ky65SzM1^)t_WPi*=@h(mObTuol092a5Fa7r1_`oCRSRa2eRG@ zVPvvw<8DEzAGT&3qPdxWa(6BAcIDeUMp^71U^PY`t75~3p<7{VrezXOsYgPn`ZvZ+ z_5BaJI;P8&{Kg$^8f(|QS?)@=s)kKT`qkJ7QhRG|IrQsHoB9&tPVK3u>Ma+gyR z@0AlHIa1b~Bu*Ig9_P)FTV}hehC0?uP2Ji=dwSpTpRe)nx%&3PzWp>fLnh9f zdA>|EFwHXkOTXcMtBUGG!LKbd?Ja|udFMpLgLD$*2iKsBJ22cfPlV{T-5vz0_MLaZ zUf%w=J?%MfsB(DnIuN5bdny(!8(*L3Cyo^MJYq7Z{Uog)cwqL3-H30fJYooT#t!(0 zo?7ohV}K`7g$}Yi1{*48EkgB;ptUp#EdcF0oDW8ma0jiF-iO{dQb-Kc*tG{zdN#0+ zDIfIIv;gvtZ|GJ(Ay~UTms233T?KJwuVir#Z{F{)Klxx8q$IT*qf|ekG}RN^RQj0& zpuo`Y3~@w`<5&e9qGe8YkQN_1$--mf*UvNIfu3tDAWed}r3%fpQ!?;>F*rpHWRbd3 z3OBsfsOMaeUdEr@96=9JK$48S5E(d}_7THJ7t(&l8a+tw^4W|SB=H|+?0HHL z5f9mUU~Lq`)U^yy@Svon;pVMQ%k~fgAy_ac&uw?ZDd470q{!VhsHBVM+!*U)h7!BsD2fVi|HIJu<-L z_wRGeSQ7^NQA5OQUm@h}r<4i-bT$)gzaVtcfg2YIQ5{r=EQulXL)ckKLB`}Jx|5cK zEyP2q)s2N~#7c?C^<^I8<(r}I0f{hHGXV#xLi9JXPwqxBpF)+WCQ~To8yPmE?0^(p zai>>4cPB+`JmdF_8ba?*CC|>wRGC6WuC-}Ac&Jn5dR<|vGwCiTeKr?wfJP_@WQne1 zV_KZ3B(HLqsGhEPTmRiM*i7tPaYRwMb~m>|H6=HCNIeN5eK7COiL*N02a`>mQTjfg z^SQ(sqe^4>I|6f|MPBpELWIg^D!ChaiOVHEqZG_WeJNaWjy<@^=}C`;DzSMR*cR1x zqTsvC`tph7a@NUPs>=M(L@u70_NK@fxFY{H$;xBb(`2>JZTlxD=O-7${l?esSLcJd zVh*N!Kr_LF|2M9OQE?SzOS}m~dx6+Fnn5J4-uCo~4R(!*1P`0}` zLUq`S^JJ|lLAvOq5PF`aHm|XJ)Xqcy{DDEMg7V>t($zFQz+8f{ly=QjUZh3)e69rs z(PzcSTdi3Pix%(d%6(qH(ndT%R#}yKZuTQvI3=FNMfq?oPfhOAdD%4S30j#&xh)Qy z(VVOHT3<$G+-^ecWOGJt?n%00k?&2xwr*akc#x(oYe(y~b2vl^&+H_m@Yh9L8f_k2 zHpr%vO?Qd`o1Sy8hinKxnuGAz#Z9!Y48+r=8NLt4Nk0o=d_3l&G}W9aXrcOFT)By= zM%|ceHy=Swq72LU>qAw9by1n_HvmnI8joktL8-Bux=ETFFNRjpjea*AhqF$y%$ODB z;}ouu*<40nMoHlj8c4+3&U7^baj&tRi4b-UKXFEVxoM7l#j>mP#GY7yQ?>uabM)~m zW7YhT<6ueFssnD50Kz8K{gO8z)iv{a80WTBWbXFRCxvcK_ip@h!mR)W04EpK!1P*m zJL*~RXX$TQ_pda?dgiVjg~=){vA={Td7zhm*X(&g8wfyrO!j2Wugu~MZ+(wC*`E=q zZLzoqRKU`6^7hMyq3hES_{Tk%-Y>#t8IPt?v*(0qo)2RvTT;iCJ4|}pQ(zgsn~QSJ zyHQIwFBb@WuZZs3O(cd`V<^YB{mt{?0&5RZ&x0N0prfB4eUMi<2&v8POLrc+J}b^DWWM8N%vgm=DFwzv9Sx z!H=z~I8bUNP^LtxyxEfkQrssN@k%WaM$M}3J4u|s>cn!8E~J6ouqR=Qy{IVcfV>+r zrPjrw{PHpqH)aR|l94lJkn5AXS8T9FiKJz{iQq>Hk{x9zqMuEesfE^wFq)Z{7r8sI znEfxxumH$_aFY-VaP`5*p8!gavJ+{!=74O-@OX9sAy>6?mrxZ-U#y&f339iZP^SsB zU`lje8)f-oGdosHk$4w>YEWkzOk{|a2xeCwxE9U?P|Y%De*rryCN}MzVI)7uC@NCx zPKdyMGxwaF5HEG<{NkWYH{xl#v?E+Nq%t%tL}nO>Q{9BX34*9ZM`b zmIaDRLRHPgy^pviz`cR6xE&Z`?29d##Uo8qVlY}0=_Gk%>bPL2ufxvtC6+#|f@MPHvCIbH98XTYi_iM=+0uAf(BwB1opUK?}hb8Jj zDdKx-)X7K~v4JPzbF_%LO};M-vcwPD<)7aJLLfq-J)a18pjZT;LWMXI?U!Kh_+!Y- zqenx7y`QYPDH2VnVx3x&B-lyWQ{y|Du zXpI~kBvL-i66sW8&q7j;{eLMKY3Q5Nwmk(0P^GG1{BkyDT}(;gOicq?N%^DZA-L+2 z=k94SD#Ky-E{NTTEvKo^^g78<*{NSJ|X6W^!bN)&F3_GY7JHUe!g$z`ejAZbBam}!ub z$%JOfKU;8)-9%SYjn>_$;Lf7rcVaO#CH_A9x;^Je)TBA*WV}Eo_bTO4K>sMz$Xp6l zIvdDiXp8iHPGjXn`JL*M!hx~v8%l%a*IMetgpJ&VRiK8Ry`vNgTb56^mT#V`3wo9* zPhDVUo-)vyrxxy*IvAszl8x}YKnJ^Up*e?qRmEt`S>(jhN?cv0ESsUVXl1sDOrtRI z5Qu&UQlgD{UCeKTB5!~g*`lnN?86Vn;?x%It_Z#?Io&+_$-KDZRETA)#M2^We%SpD z$Tp8NH`M|u{S$wsC81E2#(QM-u@t8pi@b`6sO0_*XJeSytdoJl|Qxi)1;e zd+L&gWx9EWb!zOjYmu$nr?iN+cdhssODNlc8!ojQ8wpME@R*jUMbk=aI4#!tRXJ3e zf#i~mW?x3yUcJsx8Os?A`%xZ8w^mD=Q%P@L!$?zqHRgMJTCHfGHBjKqt(8Mqo6QH) z@U9u%OID5N(eTY9VpyWg`lMb)syuC2aVNY8Q7IU~vr)~h^s=>)?6r`+Oi^7Qt`7hz zah7ymSQr9cZ{~^erWv*;AFiMUW++*bXi-}0+T^NL2VIt%1`LI(1yqBPtDasRl#XKY zTAB2D`{W~|UX#<(U3ZVNew{ajn794_-AW{8j zE{$krUN6>LM=Ki7M}l++#jZOtX>U$1gP~Rkm#RjAG<2n|?M*8l)WRqqZ`$*KD=M$6 zIPJJH%blf3|0C}G{9#ltp-_EWR0sMAxq2Hm*Q&sF4e!#(NfuT+$_J?!^HHJ=> zSHVu8T*tN_oOU$jPGp;`%OTdz31Z!A#7&bom(i;&f8O4j?he)sIcH0qak zmxIH|V4F3o1a8&4^-a``b&lI9>FGL=5P| z)Et|au9cTOeBg{kos|Z98Qs8$9G{0r(ssJ1Cvrd!p?O88;tW9s_2X-g`g;v5zMwGE zHd)B`8F;0qoHzeGAD9yF$h#=~fnBBd&_rkq7N68Z*WO^vF`n-=;6~ec4dZhgdJ`f(RH@6qt&l+g;8KB5N@;v zriD>wIUzIWFk{9JZ#4_Hr;r+ncXKr>vpcVF4n-R#LJGF?wVbJP*~5OV#M}Bfb|K0d zd3Oe|>9qov+272wbpNAV_kPKE9?+68RggIn`!wFaxfH;iM{hrtR~Z+YiQI&@`S;iQ zw~vl>7Nj{(bWUEo62OL_htLjsk2GsB%ONX%nfdy<$%H1 z7q4x~wJocOZ5P6=E!_3&w{2#NJm4;50qdUE&gC-cS#g-*hDpTr_Z`tN2;z%b;+++W zjT%MkIovK}or^8vztFcbqZHBG0TtVTrVSR}tscB?TFB0CSF69d_dPBam}58BE_b+m zl2k7zR)|X8t*3pxw=}d5xP4Ypr=ZtN`|dXO>U5gVp%0tYDyC`{{sNUO!Ik98bOERB zYiF$;K^&e{`$@3v| z;CmIBq_aaQa7dF00;aX4AxjwEaUyzEHF8N{({&KkmH*@YAO*iL%4SJvYXI|VFCV`U zG;0?{AJ&MsO2(!k;cqvL?&);rS%K`%j`vyZ)$w^lW!uzA2fl7P{t>?X$=Kh8hwm3^ z539pEn{Biu{9TJcnSGO!t5ZIo#jc|_^b$k*b8nx`maBsBuFF~Vi-m}biKxg@`r#A! zUv2Lr#WpL%higYV+rQy|iRms?UAf!no^!olU3OgK&tCq0JE4i#U#&U>kI5Cp+w+(@ zzV8^m<61@dX?bR|Q&qM@ym_#e^?R=Qw@24NWc$2=*fH@mBKO5*7DP9`-YoS;Z3#^b z;;k;*5dS`ZR)^}Y9L zv%9k04iu8RL;iNDRCBzqd&Ku`$~(rMRPTDP^P(sEci8lw2);w+$a@>B{`#n+U)PBE z(Kq1uwi~#&A>Gdz1iz#a*3`%!sxltL`3?%EpOdApBeS6%cqhMSJjZ^#=+P3a zKeSyxc1*8t|9IY&y(zwZPz`-ePjUCNo?Ed*FSyL0ubd&F~ZoEZ??6-tOW=Hx11Ny45x^@GG&Th^}oeQ zSA{MGQweDz#6ndk3Ro6=r2a_K2K4urx@P23QG-AkMh}KBxCi%6+l)BKu%R&1cPS{+ zTD89Yke(P}yIr`g_`bgvh{VVtZ%9M%2vXNf@}T_Tq)?E?Q8m6e5T`f>n$JwhgNU{0 zqy$6Yd^EstTK{=yAqnVH_QH4KUj#jIvoFnI|D;{NngZ(qNKV|)N$J{=ziF@#a-7u- zr0(w8@$$Xy2c_`t(CB)>DP7hKHXTOUTbUv!cx}X3Z99}vO6QgTmaw|2YS}t7&7k$u zDUa0MaJz1av^-VrrEH37FAhsjbie6-yYtXgYWiyhdeS@0s zTaT;j87}&3_sQXhfgCq)x_pPNam-p@iub4`AN!OYHTeJ{V$iQxBm7^B(5(Ja?ley8vx zBAYrVEVnUq-AgrK(waLtaBG=~aP=vSkJ*2d08MbVHWf-reADoE{Q37awgqY1fIq6J zVx0=swpHvQ84cg-Ny37=s9pr^klf+^FXO57{$n=DiVm&Al2Xp25=q`96bW*3a8_WTrtF+NaTd#t!u~9hTiOE9mM=G2<(Sgc6EKuPpE}fg} zAAIQE?_Ib8H9(x>>tOLa5LrOKT@LGrAb=hV`NQm_!MO<$NkdwQsS#cJYj=kIl?nz# z7=3Od#?2~_=rLuh!prA37_@Ump28-~VJY<%{8zg0!$r-_yznv9*n7lVZosO6@N*eX zx*lg|-KkLt@%K}@zI)gN%cGM1#$Oz~xU>HSX?1XQp)P(q8?Co-I|EL$%9+M76@?I= zdnx@SAs>zqmw$jnwM)q`HaZetqK!**Ys{ysO=LQDyHCT6DXzJsn2>k6k0OyGPP7yq z*L$IL*90V}YM~fi_``%*1&USsL*zELi&o~gjH+o8YAS*r*3jyWBt^r=(L5Koh%LQD zoZmn)Q@y>wlbp5Ch}w~bSn8Nt>VaukU_KTdi{!h+zRb_Rx4%|!kKeOMMisB>gQ0km z=?)w4o2*SSDGJO)2*QLT>)`T=3iSE7&SqWO9Al6MrM?9*564fHX91|mDfT7W!iEx* zraBBsnbWY`94?CaGEC5&IV)3NoUEm_3Cw5Ql?#?Gl8DHPS=v*TO3tWC|BjY02E2?L zn>ZIMT2ITnyDe2iQ)n9C(P$)EsIV|r|FjZG(K27_yJ!q8C1;`1S!EeKA0SRi{q-WbS(G|rLIk}pu2kF=5Qp9|8#GNFQ=qe^XQ(9dg=hr zP2jPre%W9B(%eQmJB|u+1XH>mHcilAoD6-qa`jFspLO;MsVyC3%nG$m%BT;Q{l_`k zmRj1<7{35L^bb`RjE|uy(Ra&(0zXWyE^#O?5z-VaA$O{ayUfrE?!8g+lzh!Axa27X z7Ft&I;M+?Z`%zpbQmK-9si?Ww=k;y;?p9iR-T8=29Ab)dELVQndZE+~yi;A-8O7a7 zei&;r48D~CnW;Z{a(SYHFexNb2UX^qR;T$tu#IDus_h0d_~kJua$w-?6O*mX*v_B& z4Q1~oJeHwi$+3oN@saq=b+G{IxYZsmMI}6QJVUWA< zpz3#iFy3mOx94(VgzAPEYlq)smm8?miiH#tHrfFlMw3|_VHL)XuYKIdhU=rvT7QkO zm9$kmef#^>&J6Mmy;?%2hK6!sZ+{=Anb&}y=}A->XXJaFpRAoQpk_K1>d9=s`gk~3 z;@>^g1$ZfuwWaBMbtMg@9M-#VY?S*rm~d@Q$2aXI=GwcVu7AIRPe|=LrgaO&*}5?J zWvY#OV- zqK5`)(jVJs8!hvA-}^zlBg#PEZZ$Vvn^e0)FJy;~IZkd?(Q)gyTp!;sY=1tvclYKe zr73kQL$jYU^3t8P4txf-EMOj_f{#%6a0I)a6zgCj8>(QsSbLcuw7a`;AOONdPnPuH z7d>~5LF@GeTdQeEPP|0{ydJH*o4-3SDtabJI%FicX2bYfwb+!y1zd6T@ zdVf$0B*gI*nG2|e3SPXDzs>V6pmfzS^Be5usVMc31$OA?3Ist5#Pol6#_nsH7tq-4 zV`i%QAeI*V_C_jW*LV_8C4wXbEZyy^)Vs+=g)G$1lE8B}D#XLx_axL)5z!xQAn1dV z7VRilJuif#6&I7wzv z%3WCLqFjF z^leDutVsE+OV2uG$@Bn-42AW*8quX>I3lH2wWY`rK{jY<7g#3NBBd&wJ~ z4lVw4$JmDQ#9o2mr|25D8c%eR4ac5>h?O;!mOjUoS-|PJVByhPNH&F?yow|~!<|01 zlD!QSI9c%9l$P5rka=8?y^Eawoi6vHo%8Kg=BY#O{y>h0S>^+_r)i?_0ahM_N4_yk z67+I<-6$6C2pZiJ6045V8=Lh!V#yS~ z^E@|{5^+vHQ;yPwl{|+vJ7v^7Ph|`5q*Nk6nD2eQnff!u)gd%9kAkSoE~8AYvw$d~ zEN&goU%3z*FCe|S09~jkd8o``xWG9$CkM8u&#a<+FRv)0BBL)TXRI<2pc2=sRKnt~ zC?l)kET8YTsC~I;zOSOkqmrJp_+zobAXDKtKvj!piNbiPrDGA(S=GFA%KUP|;xo$F zsj43ZWVX0OimhaunIwfaZ>K|RFj?RLHvj$e?}_JvPNuR8Yk?!4$`Yc=aO5&JmYP=~ znenFDz|69{vl{h{nm?WTamT!ku}pxDdNA3XkM)X6kU9t4{{Ufd06D-85Y&Hzuz$6_ z@c(1NK>o)zBPcKc@_&FZAP~T3?hEnX8Vm>+1o-P36aWSafcy^y1AqbpeX6m~0vH$o z3=Ht8!9f2N`uhCP=k-4t3;`T~4Gy3I2Z(_KgMfeXFCcITV9>AJ7bwubb6)^+NMKM% z5YW%u7bF<)XCmw?`t@JKjG!R@>@mVY1CXJCA^$ze2=NaH1A+KjWrPHR1%dinVgv_; zg$9BHf`bEv_}_bs$X}C;033K=*st!_mk9%hhX6wW_#glwB7i}BZ8O3HBZ5IAfLA&{ZKkYPZPKXKS+2JAEX1&oFQ1&#`k zKn0khehRQp{sjY$1`CD`z(WW4p#!6#gCV1X!=pn&qr-!Kfv`^v_Ad$sAjbqSVFKZP z4Ku<(VIqQlb-zH-zf9QINF&^r3_}3_;$MJ3Twr`$Ficzs)UQ=WXarmsSX@|GTqN+% zg+@Gh=r0O}35pM(zy~mY7QgUO!0~ZF380Y)VBrbSKI>m%gaD&Y8Ab$#O9YEV^siyY zui{rAF)#%&0^C2XFJ=-<2ofAHQZQmtNE}jV^v|_Mav*wgBm{C)7>dtH#!m+ZK|}?O zPX&ub{aO41NKgYaQiD;_0Muy!*0k_gv`DD5=m_+HFnU;mZ$KR1AgCDt;*2m9OyEqP zCX5Lgn+X@586Az842lJqhZSJO3h-wIM6&@T*Z^v5;B4PvXgLw6IFU)XfTXz4@wfqc z+yEDDKm<29FAoee9|a;mkemR(SpX0r2+$KkWc(Utgyt6mQWXc7hy&ck0g>XkBr@oX zvVZ_tATv2gd8JPiMoy@VB%%fI)Pnr+|9k7}|2fRK#4pS$rb|gV-c+genLQlKluC{o zk+Ot4kWBa8(Zzt?U&51av1wuT1LM+Uy}^(152u12*J`OdEYN`6TSPNqWF7HgGkoU4 zvJM;smV#k?U$#9PF6YWduS|V7TyJqSQ2aC8biCCgLr{c^eaU4P`AD3+)aG^pm!E!q zKN-$qi_}_gSxm)Qr-8qf3iA=O<^Fsw+FJo4`;%c-NWk>*|m#|wu{3` z1s?g1R}y!~2K*vk3a-~gp;Au3INo~p>Deb? zS!1E? zSXYB%WLV~(zJ!a9f;no@_qC+Z-u6|*N*vUV5tr!?ayy!qb-Ie4+DCc!y=1WvGUMj< zb;o5mj5|h7G|(z{TYbJSt^R&j{mC!rr)(ZD^nf|8H*Qy5y_?2KghF=K0 z&hD4zg>`JYnX5mn>fkj@)BcR9n;N?9rn-2$wjdtkX*HUO!Ou?zl^tbl`e@@YZFyf* zG93eUWSDnCZw)+7i>gVcaRd37r_PJ9e1N|xz4kkdZ+?E`FWU#Q=WC2j&szG5zmF9; z;xM5ko03|8+|McV&q2=?lw`o}_%rx9Pp6fU!yi`(Y}y{`mH48!e{NT~zQ7&pRMhqi zU(b--EydcqKWh2x@uW#<-X<|>VNA{yl%8tXdLFONJdr2$fMxA^*p&l63>0%NXP!H4 zmgnqh7tsW5PU`c%M8AoSASx@^xLNE+&9dDy{z8%$9U4;w>c!~2SiJGX^d*FJq3nC+ ziRC-=+3JG?lFNhVW^H_4z#!hYT+-$gg+ru`vtqv8DL(=V&GHCypxaU|A-UIs@c%K_J$iQrh)J8V7)Yt?V1KnW*RXS`o`V_TzWB7Dp zi6yw-P8;R>$o9ih&<}8dx~L`;AsVTA2UI9IEJrAid6Gv!HHk9&BQvGAh1ZpD6;gQZ)b*tf8GcM4MA{zMO6f*^TLK-FB zo}4E~z?4y}Xl{`zh%ex-uAL~3c2E>K#S+MR2~L-u!dc}K?`>>!rfqd5UKbS_JHFxf zk#W>g(^i*nkzvT|`m7@De_v*hI4%ak*)d#!_-pdb5|X2pR$}kA{2LygbY96r?`jbVKpA2QLryfSiyp#GCIbyqFAaAy(k?~;|e zkLV=o2YD&bdbf#8RhtO=`BXbk_P)d}mu#o^A}w1jIi&aB4eElwxZEFA_lQNnXh!Ja zn#MP;Jd(jzCaXZfcbNP8T$&H%jl&+um?`webl-^ z39F?-&!U$P9nwe9Nc7iX&_=F`GyeqbDLU?LzlFPYkd)TAC=mh@5&NsML>Ly(xn;p` z11o$f%h4t|7w@HAJourigL=mSX-|)R`42ZR>wZ=J?)txldtJf}VvblP3&iQiGIkE-kCs2mUup+X3I+5B_!b?W$u^_@ z{II#SGB8SQdcM2oE8j%o+J6o#64}+1(rn_(Hd>k_m+ra;S!auAYr1fOa*8=3P+Qg_ z+wGd}x<~Q9lhxARvvBI+a5#SHh3kS)S!ml-*^8ZM8zRW7t*{@2G^e>c&6BQYp56Eg!Iw1b)ym z!|HJ67oN=2)w-FgyL|F~;cv&h0Iw&%nBBsGpQc!)c-;MGpGG)2!E}owF z{rjuNoXxS)^qb^XQQ2IwuC~wj&EssBm%@9WBpwZ(HouVRJt^Qvi}u!o*&Wt4t?{SM z0FJFL>%@cO2IrWPoO3|ptAS|$Yv2f*BE#x&!S+KEe2etI@DSsrz^i7SRK zw1wl`8|w_!sHvU-_nndYMD^&Zj%)fQo6q48s2dzMR?q&WX#PRG8u{b&TIOjb8KE;Q z=Jxx<^m5nZ`(YcJ<^b*TNOSV`XRd_B;PmYKh1`3qJ{xehtCJ#_d;X&Zp}mK8j>nUl z6hV>MCX2;iHS2m;=-3>KX|SI$kH(r5&iK8apQ+lEV$L%%Q4=-$t7aT8Q%^idDg0pw z7)*ay1#iP*haoXPD?*dlLp}vzA3cfyQxSi%P&o>5PfSc=CNZl$)1QoxfxH8TOUp)1 z!7dgGez_qQ9U^x8!pMXtfnmFFTk@`UCIN!M{u?2(*~e_uBLO^Swgg0G^T$EFEDAZ~ z7UPSa_k9R4iCSilx)u~7ZIAwZlp#jS@F8mc;HWbA?9!B!zTO`#YPo7bbSb`%Vxhnf zfmx~{nL#qv!hSo+f$mNABST1uW?`OU0S(T)5DBgT6+bOEZdx?^mY~ z+{5r_NMFnRfOyJKd$R}(px|CLP8bG1X)s7(a$BDhocLlSJMl;yMt?F2gYpxJwMQG0 zKVedsj3ht-fud21loEW+QV55^LBmm^#T+m7q&twvd*aaOfXD4FOC9+%W zgnp{wcPU7DfZ(Ul81lkMwE56)uE8c`VdKle+LW;%8aAyaF%YRSc_(6BBd+3ZLB1`a z*aBa8keN6Vlugwi-C|xwLTNRq2T{U_B*KU(5>-{>Q;H){48ilcSg<2Cr5kf56qcBF`+F1qs)zw6Mj9B2Ic+<1x-;(atXleO-?UG9tw?e zTqRYdq>#k2`pGVSBObP&l18N;xopO@N*QP8oN}F5NySuFnj>RoCFvR}J4-@1cNGNd93wp{$SOhUpq;v-C%yn=wz#l&$$pT1=XpXd4x|bYy zY+ubYuSTkv5voEQ4>vAJ%xMlg?N(wuq{1JX1-NCIu$-9m;e|Xe`RWwE1lx)ZjSJqx z5R(k-QvAlXX9Kp?+Yb6NEW$QvvT1#aM)wK(1w%jT9TD z1xS_!WMIcQx|XJl6(O$JifhVZwiM)OA{S_ufv6@xQD^6#p(jE?(P8CRh3D0zm9R^e z+d`vv#(J5|cC+qRx#`PlpiCsUE9HJ@cqGE@!x@3>=NX zbI&&8%#$yxY|Aaal1~_AN4GBnd*iQ~D^qIos5}m@Vz-A3UCt#qtCFOy)L_q?c?@0+ zuU^Ma0a-^o)u=#EE>AHp#!{#OFVE|D&5CLZ@`v^f;QWQsj^gVs@g9yg!B7$WTxHf$ z+tr_iyk4tcCTHk@R&5T#Jz67eK|J#zu0z5RN-I@ci&jCr4qks_vsYHAPn_@CR$p{f z;V_z~nhUvdR2-U`*r!^x=$XN3+-dI48{zf^}`u(3@U8ccd& zw`cNhO6!!C>C{^N6&==SKx7+=0EEwcd?BP!kSF&pd--f?5sX7tKFxT4jbp4V`9~j>n+f4El)XJw|{y% z&64+VO7_~icg-77DmtgBh0C~5wIiBFr8=i2B8aTojkv_z&cTK3`nq6pe^{o|UG%YI z`<1q}V{7;46;yCY_ny7h37MpTc0f^F6i>SK`*95jbNde+qH?A-@xw~u({^+~4{k7) zqvQ6gRrrr$M{|x3eyi;SL+^nr0$Psk7PhQ{vKqR59VDNKCim=Vr)Y7YMIlowWXM33 z>gcUGZ*&eHM(!9!9fH66kne51vodK%S+WDcvm2(-&P|CJF>D_R7VqPoX#YR7-DOuC z%%ZOA#@*c^xCeK4Xx!Zs2<~nPB*7uL27Y^ z@h)fSEHhxOELTiLM!VsFmDd=y(B4JQ1fk7vqr&_~Te}~e*d$xGHeP=KHs_weC9Tb# zou%fHEnJB#1Z!;I`;KBrAes7X)P5aU%vy_Ig+|%hXnqTsQQpktUB7H!4H%t-0X43p zZH0J_M+t8+*R0)$tits75dZN6uXcIRRiXX?6&P*{z;_7-tS{IvbQohnpKm{AEv>a~ z@M%?uA}#Z0o0m9mXQHmCwyvGEZlja$o{KCWzb@NKA)rxiD^%>Vj_=MzuQIG-cbIj4 zx7$(xt`Pp&VT#@(Kj^P~8$vus)5KPjgA+j60==ifc){35Y(e(`*XmA z8}!CX?7;C2c_)f0)+5_-tK;QmWnY6ssDscEj;Z6&YYJTK6`R3=%IZAD#AS=)ELZOF zpYa1m)hjgc#I+RP`O(|81=$TgRO(3dX~W#)cGCo z{k(FjbXTgn2A6Gwh@Nw~>}Ur?C_7!vj_-G6opRfs(PQiyn|>!1#n4l|4y`=?mc5Mp z^Zrib3jN~V<>#%g%EPCPEr*|XTOG$YBiKe051sVLklioti+k}6>>4$YtrMbJzyo3D zsSo=qk>g|M!@=`8QdjiBw(x2C#=}5hqZa*1C}poH=EcaL{W0N-#P`n`rUwKQX~^f- zuK`<&F$-?&FS%bX-gQ0>iLT^qtW{sUVV^nB=iu|s;B zsv_D41LmSdU;8i~KK{H}xgfBkcwJj}lv_W&W_#ZINxWwI%yW(vV*1*wdUv6UDV6p3 z-r!uxqRip-3xW;otSLV_^jaw*#``9wzTN~@*mJ*89* z>+yX3nfpT&WuV{8|+~#u!+4}PMDB^VU{p{$ae=e@~`!M75HU9Aq(BHCz z!D#8)8kF{SZM9H0kCf{lK&wK0U9yXpu3hzEZTU{z%Cg_L&cag#tm`31A&%9||4vM~ z(;!Plt){8Ax#qO(!}{veO_|`yRg~-sAg-bc7M~}|j9a>1VFmr-YCGISbTk(dgsqG8 zEM`?47-x{UJYE6sE`IkOyafSZtds?p-Xl7&O<$f+b&fvQDT^agCr&b}3+Aa*{XUoa z)LZ;Lp}Z6c5`;;ok38Cm&UMwv2_q!OM^^n%dFLWaY$yF)ycSWZrUNtyn3ARZLRynr zBb)~KJ;)8rQSX$}#F{>!b-Q8o6Y-<5dx^-0995PB`CAY4b_)HAT%P0q28ARA&2t0iSr8 z?d@$fOeB|KXO&%fGC<~WH|6g&y)}O?7&()1S?f!F9%RGkE*2l z;a{))aEsM1X)eV8k>o;uf$?pazDD3_AuKEs-4ko9Yg zT=%!d$A_$q?kr>WHO8{rXe5CO)TmE33^DZufy@i**D+ z4A4aVeuJ?ZA6{NY2fco30Y~HY9$RNqLiwWCCbgH(V=>+W0F`}?(#W5?1Rs8{g|Ko3 zCWr&b7Jpoil?O^A!lHlIsB^z7_QKeuG!DiG3%n|*INjf9TQgjBq8DNUJT1RHi5C<0 zT086cF#{j9ynFEmV#yD<^qX#V0ocnq!mg!J;niWixQ-QJ@W;7R`LYOA0$A<{;=hoS zJQ{jzzgfnA&&7QisAdwaw!IylJNCYz=dDnQo*VrR?iuRl=$L%}Au}1%bgmYm{VHH( zMSbeHKb2uwor`yN=MnU^U-ZvZ?1`o2qLI$fRZX1p;g@VUx#9+*7B<^BZkn5G{4cX_ z@4phVaA+KmswqyEUrospIc=Z#e7lkovns|BaN zjDxUi=pixnN*r?ZN<~z4N&G7mXf8{lAHfzevBi6P>o|-`etcm zxg%I(3cL!}YUxzC9~o)Gdc2s>(r-wMn%fqMCHLKI2Vu9~sowu|MV|fm616Wp7e3&p zUKew^nj=Z@EJ4>Im+Fr)Gsxnrt|~a|RxwK>Gj%zY{lt*}?zh#g)na|?hv3p9)FVfQcG?2liLyNsExpnGl77e9j4rW$ZJWHH$Sdzx8_F(s8 z{jTH~GB|r1!S-~_7yDByKfFv+b(H+B2wW1SH%m*qjKLKP+ZxH*f+Bm8Rji~WO{{5q zlOpS7zt33BO*|PWcHE2f@K@-aEzA-$uN27^-E@yp?Y-61*S z;q&iSEZ)jbjAa0lXx%KobTflDU5z$oa)}Dr_%~{0(vBt{y<91hme5 zZk!l(tIZ*R8ljoMAAhGYoP8A|UVWpr#SvQiE9lj^>7uqy7 zsbuEY6O@MCQsoc9_1`4V;OxQ|@-aQ*a@HK2QW%K%19=KQu^MR?kxZ6joFj=b4;|lx zO3A7;$8B}s@K{xT7=1KrMzi!(gF3es{pr7^_rYPnklgmpQ+PH{bgfsZ!Xe5UKjA)` z`Tgfp7iX9U>yEGHbyV(-A#O_DA`eSrTNQ3p58Qas$P#lED%&bb+#w7Dg5Q3VJ68Qn zJH&pjANGpbDY0bTjYIZb3z|o@oFOV*iDO!R`+aIMYH;S7MHSAle$bvlT~CzsvMT53 zZDZ)$!KEtjokZ-xK7nE5hn(Z~ibzXxr_t$Te11e#6WX_hHkZY7x=E_o2V(HTO(ggQ z)%nk$f+5rO4XfuK3HZXD<{}`W7TcV)Z2RK984)$rrRRQW<%mZ>#=I(`G;V^ znz{$S&G)J{bK&HYYSC|csy}^8XU_T?zj3Evs63_S)jwRVw7hhf+FWV!Jqv~L4oI+j z=ZuOSu84&Rc6`>%-d7T@g@%XbrpJ#EdO>LmTCUo%6l#m)rAhDnD%H6w5#~bjzObyz zJOgX;hp3idJKAkCptkkij&Yc&TXI_5DyRIpl}byTG`u%qh`AFLRF7-bhK?;Byd;cR z_v`LgJIxYpA&MwIcfucL0UTUvigF2BD@kUWwpP0?5$MMAog9)r5i`q9ta|!4W}$(r zwh2FKSHq4dmlQBcpLmOcFk-nRhfxg5iUpOsl!xYSbnf+j%9R@d|yu+=8EpDw8WX~&4TAfrbsJw{)dx(!z`pa!U zjaj?Dy(D-_z2LjO{I}3}!AWsP#9@oqYRTRA`qB{VLe2rIKYDc__Ep}iFCrLLAwE>d zOqu3bg5{~?`#iXa)h1J;Q7+g>WB1`o+|i~`MdMZ3XFFVFExCA2 z@ecP+8V%`2R8YaHOt(F54^XZ>KRndE&@ywdPYY<^59*76;l%7MPXz9!_eb;rZG{xZ z{ee`kpm5x=sa2)v+wywY&Y3pWdf47OL*)=9g)wR7MPQX&hB5(7*m5SYVO2Q{MR@~N z1-$jzxlXE5^f@f!arn!v(hhe~sr|US;rMpwxN@TMu~zSF+qfD|!|1FEN%@EdpgS^C z<${!Ak0o@h9Q6Bi^g6$HAqq%jqskMi`iv^{RQ~IxZDRA&*z>F^ElAb$wdd+q^`R{o zn^Fx{c@iBL7EZfZV{_t9)WoXYiJ<`ju?D}~u4M%))NkvP|JwPqDsDZ}g)1u|RVfPl6Ex z#(4rX`K=3(SZDa($OJ29n6g5I-X^L0XFx79`&Tmv%bF5nnjCPmlKrYU{Ik+`WQ^8Y zRn_CNS+iu;Q@jOQ*gP7*H7yC+S@Jy%6*O(G04;S^ZOyq!&FCpDV{KyEIVCu8ox4WW zfH}RpX@fga>4G`Kw;8`xZQcNN<2!B6cr7)&`JXU4mLAMj$~wt6vu4)wQ?5ET%AyfR zGq;J8+*vwbW^`&pWDbdQ#8J(|$SiPa>w0>yx&`QdQ`hiF((zfV zr)z@vtLg!3s$OThur<@(aC#2ruq#qpezbaF#(IoqddaSf1yb7IJsLx@^yH&U^;~}I z4U{h0&*>55(ZrtV1fc4BXXRMXE-{Me$H*+H8Z0GRF9n1xIqd1CC+R1kErxpNXOJyq z?Wt#->F1ysn7%EC-A4?K4GWL%p z`R}+41`Y|*mqAd;|6P=H{@2tPJPZm1j|5<%0w6nMbbm!jh$0D%f(C>1Z%Yyl6$%}I ziw=$UA5jt(2?Guh0|EYTS@v&E5;89aAix61VL`EB!C+v)A^o#929E_nB_S!}yD)|dhld5RBysT((D0Fv@lg=|mSwmw z1W<$oa99NJm;?|`5*g_)B#DMV1dj#j$cT~9{z8&}N5xLZASAqJW0%j1f~JQsQRzmOyb+TXH_@E=PO6`LCHo*EYs5|mL>!O;LjY2e9d2oY$Z8EH{*X|d4h;ArTO zNa+Dz=}`&k(Q)W;Q5mtYA&Mk3fFCk7#sbh_Ax2>ZNU;KJSdpk%F$r1mFxdd#*r2)D zP$}QTvvHy@aAJ}CRV48UxB&{>u)KdENn&gsfG-aqnipWghr-McnHqx=;K!s9K;{+# zs0iUv{+$;C#E4)rix3lwP-BS#%tT>j#ZdUfn9=`HB<=nVj$v}j00L#8HD%y{GRR`G zcr5bd6iNU)B|xY$tgbS$!oML&Z9Gv3Bnep?(?`+&zY>={D~{Bc%oM5RDP}4DJ1*lH z`BG`t8$kwH8(XSVw9PRdZE(1rq*`8P}_v@jhV-Jg-&tVMPG)4eKBa8j$`OFZ^PeUfIDA(PpoJaf!Yocdc^0}-p zn}?L2@#YbC@is2wDV>N~yshl1d5>tKdXiG~{YTK!sG>!m3A5rhZin)cbwqD+;vaDp zfHZo?HihvVCX2rkRR)msT;_}E7M&zGKjzsQSrqS!aR)XRM&aNu@5FwmLuTOkAlk$b zYcI)>mHI`|cOQ>%1QI2UNV{P&mB6VIz z=_IfDD~V&n#;-`aW=Bu&jrsvHW+wv=?pAxo_v3ndK0%cc`>ylZWo1nr+tkj&wI4{T zyB};KW17%j>fW<8`<6Mjz|?g+=ASVEE}U+@f@U=C@p<#U!52Q*chsCmoHemO7+kf$ zWMsVW!Ig@-8AJ1`yPVkcZ9VKJiVdgx_yfH)|MNROW6j!pS=+9<-mEtIjs+8vy52TN zhr?c64Ew9`v8Xk-7PV9VhDG5($ANuagjd^!u;E$I)V@1fb?keN3(o| z3CmuvaYQ|J!`PdR8a2~32t*y7E0d0H-69T273Z?K7nT{gflKqN0<4uk2$Y+ZqRM5X zBfmp9m!v?*os-vW=z^|RDEqq4pJdP~n0dsRktO^7hTSa@Wld}ejh@yknx zM&P2^j}dC@O+3uj>t{?xk2DePdmVU`e47v*e`NF1+9CVrv#1Ek1|jdc88O{i#)72k)AV%kd;ui`Hj9*BoM!B-CF~VYC1%rx*$gvs zMA)A=qC(w2z&5)y|6+9cGFShhSgVm1=*#YJzhg;$Hw0$9%W_ULXWrSP)NNDh<`Tck z)TAd%Yf&;N{*l0o7F{zBjM%DUh zW~iJyCdpkEi~6`QwGu;{wm(KQ1+()ZfZKuEVEGgm94Scw=Ab=Dng1;f+Y8}>jgfEk>H zu{#UANa5u8#B zi4scXKD4ZyNWmdQ`~eo2Q9^$aAF1BsL{kahR4eBEsu0~>s9V@M8?#& z51lkbR*sBzL+8G8eYeoRthbp~COt2*#I`Q|o!SzJ{rCqlZE)_HF+Lktv++{i9aj1-TX^^aQfbYxLS5w673|bSy=zeY4pMDDJ(=7TE z8xeMP#^L2exBKBZfeU(D!q2zo{Oh&Cng0P|)#-{oS)+f+OP1cpmUnhByee3km%%?_ z`*WBsz8ne4d1B~{JC4r(B37-Jv`@asEIOi6lqG}2p7O~nf4q!G7F_W~iFHH32n zgR;|^b>TG(MnIW4X~6L>_UH)|`mAzRNwn~VXD@3pKXT&DxMWkF_1>`LQn7Qa3zLo$ytMR!3u+uckiRcP`hU z0LsRabJ6$(N)Oo~uFWH{V!9Ak|3#L2V9Z?#0L3{&}w7619F~=OpihRUZ;b zHqIf*z|dW#|4~b&mqhKCo5(>S@Hq_nsp)L(Y;}d(buR8`OMK`{4Ey_}ehUA&*k@eE zdEd5xihSf~G3pX}|DV_ve z2(#Au9_)n(URAOocjm5M^nt2_A#Q~(65l@lxDQN``y4R%f&S3~>Cp}wQ$gaRpNw_@ z(Ud>uA}05veIvdjv0k7rj$nSHgG`Y#DnaO*3;OA%6OX*hy>8&b!sj+Emv>O1f2XMV zf`||uJFEkl^f-qPz5ouxObM~LyK{LAFFZB!t zK7QTt_~z&BdsG|)FAzC3q|PfZ5)}-~Fzx!<_#N#|ik2e;56L>!IUY?j3g$KrtvN_H zPnJp|p0+vGqtVTa`&&7fP+EcT$A^XJC;kKkTR0xZ=vf9;*v2o~UhLRUUucjL33P*b z6)ffmQK5al%IlLFEn;yVB~qxPCJ@FD5pnwQCCeTCV78!m97-C5PnzbF5C4$J`lNQS zXWb9&8d#jn(CzCG?%Eg@cIf4QzZh8DnB-mZ!MrI&pf}F*yC+;+!rc(df?Hgue(G1- z&qa92zC0fMddYeO_Evh{alt-`;n)e@@jAt+P~p+KPZ6F1>73ok5xSw*(ij?EdhUm5 zl=>;}OU!eR(m5rp35$Pha-hxIAfo#O>@sLI>tl}{X0+@FoZCdYN+!(``KC7|fOAb& z7t_a|G77`F@aq$wz~&}T)v1&|Nr#W&%1c??1F;(q_Eg*%-{Fu82%sAuu;Qw-PnWVU zntd#F71Nf2o4-f7mt+`}{CpYy$wT;ar#T*4F=Nj<19Lc%<0u;GIdg+C3vDE5kikia z`v<;nZq-rtNwCUpC`rGD(%$!RKt~e6SLS0nybAw#$)UhwEu zu$Y#_)>6=XmFfv_i&%Ie;c|?fV!q>XimTwq7285=s0h!IpB4<6 zF6vnxLq86e60X45Hthn%%`QLgD5LBR^2!iVA{BGV5fQK$CwZ}izbG;akzW+(k@3x+ ztI~(l0*IA(z}v+qEwuu<)hH_lSEc2%0=cfk#pgv>nWc5ukwt2Pwd`J{P2oRdBkHN8 z%6)vx!?a6LoAO|aNE>xXI`{~N|oDbTA{?c}$DY`H~o-0P=2Sh+eIlqmJG z22I0qe|F9-o>P`(b|rk|SE1 zEI(DoWKgpm)%3jJabsGm(tj+~n)UN8fM~i}9 z>WvNCals!j6f>Hflq%J|Dx2TOZlH8{wbt*IRg4)Xm8aF7zBG3*x8^T5)kSEetWeAv zcFspOUNGS?`UXNrz;_sw0sI@2PCD{iA+yw0n5|u6P%S)14XMmkj4jO_-M?iG+i;`! zE}T2%p-|~S@zk4b2>umITJ^?{zo77Lp@Oq z6(=YC@q#^KnT@tkxxe-6*M+)2o%Yg3wCfk5JPZ8{R2uZ~FJmRimcc?^^Na2mXuN+O zGzGu(>KYA%IcJf9dLve?w*AsZg>a)t8Vy!zqSFTwqHu&y1}w{mNm%ODUx$P3F=&K2 zBgE^_DBGHthl^h;%tm#+{c#q=hrYI<`jvHzBRAKrc9ehY_j#=&R2pF)%<9e@`Gry@ z**#jo96QKT{pBQK)P7JTa(D>TNx9RFKh?kB-=+nONMZRDbXi9dH`;>PS;SnHSq|EI z?SEU6l+^?Ifz*mfC$8H@?v46{GKZeqCd`Z~gv>jpqIzRqQ+^ONLy44ck4`jG!65{+ zu0&!}u1>N-Woa8pzP*lc+C@vUl(C%-60(k$l9meRjx)YatY%EmW>uf1jx`xk5QDqM z_1mVc?8n&KCv^OJ4a#SPSjTr*Mj#Vh#KL`^KZ4jvXNA{hxGIniR!8yHrdfg0z<{DR zq&}>GNj=n2MTa?Ek#b=#M8j9P5y3fY!8QQd{5#>D)K$ofVMk8GK*S(pg(tz}XVT>he35MK9puM9FkU z`T}>yu3xVa=6+zTB?MPHa?MsU8OuR4UXn(L(Qdn zn+a-P`^DPz^*J%+d7{>SJ?M6sz05Aee8w%a;5=Y~?Ip9m!c)GzClGDoA;5k|2}BFE z+Cf_PJ9;IDX!G%G@q)KC9i^%4Y!i+n4Rt-~kTrh9O~s(H%Gf7| zoezJa>{-4)8E+1B0hpZ;u+N4l{%rKU?Ss;`VvYCI+P8WFR#eXq$iVSCW{&e-CWr9C zj*x{P=a_wJvP8bP1Cs3BnDM!&SXEWbwVZ%xlKZ5>-`1ucvTKf^>-AE`!S zxb@YZn3*NkvxMy9Le~A#==q;$%gb!xwd9BEfqUaB`(1+P+2jY2l^bQ_*vn(*(Yc4t zS?L3ro7vWVw}FoOS?gbqMiv~Wf)_9D$Y(gSrcT-p8r}}894{vyjw~`xeMMVQgY0k6 zA>(Ao_m1Z$$_=9H2gG9S#VWI%>#M6#wOzv3G^%G>e-Idcp0R*2T+l#g?&z>#!c%ER z-#9Mzx!6OuH?M~S&j)N_WV6mi!8aj`S3>I}D(w3N69=u$*NPWkC4+A2vL=(WuCzNn z&&fCFW6z&N$9|378LMLMt)I=0?S?4XuKC_8fwN`EFDsmP)hCt=DR!O3Fw-vY+*D6g ztG4ONE($sx(6%1j9FG*#PVmGOOEHhWI$_#w+>Vl8bd6&Zn%(;ao$6MtgH&!SW1eCu zp78Xp>DaO5g2u7mwm!#RB`QC&tKH5h?6kY(sc+)MYy)dr9LfNEd8LyL)kyvvhVk;%<>JvpNm=SiMB}t$ z8qH$$0+j*?Bso_sxYS-oJNP-I>^PWGvWdgIIV$>^M=)LMORNl%4MVS>ls2IJpSWz{ zVk1+;#{^l?y1#!<$_|lIH#9&xc`dFpzQVx^qedJ3*^k%I+$lNvw@6uf8#Q{ z#din%XZpZRu!$SVP{gEzT7BYF$xLZB*2<&H?(oeAY+-MZL;18g^Zi)Fv#GXKqSL|p znvjyqSr3K5bh^uz2z-vRUpH%Sevc~$++h86r^{nvp1Rn-kmM-;NmO;m_w7S*n(3j5 z7V_z5ncqc#ziVT;BcWW^T}+pJFjbanj6;v_sC$r=xUZy>_IHMhP{nSne!Ze73-m`T0&|JOj zk)X#`S0HCBPW2!f)$dh?$U<$2~%&^0=cf8T0pnUDOCQ>ow_h$oyu zQJBBo%&d_>)SUBJDC{G_91#;h-B%J4>`_rMNzk6Bw8HKGGAcsgHzhT&TuVhryf)&Y z@0jA?$xPR-=%y^Oahu2eHqTsX=&4x{E#tyWqCM}*j8kXq&sZT-ZFxP5srLzQ)^o)l zrO-`IN5pMvVv^K>rEd(#<848s4J2F?i%&?jh$-vSsy+a8ber>kli_1~7k%h$O%{3e zdm{u?ho9#gYyI>AM;C9RA&xz7LEK`dop(ipcHqh8(S4oMggtz|i2yY&dATzM0*M1# zf-7FqD(+;{o=+}BJsnrmQ7|iX4B5Gm>>C>W2uvtOX@Bz+!P~qz?(~`93P8Sj;O3>V z)+q_Kp%fXa2Mv!COJG`SwTkpoo3hWa<@Th95pwD#?e^X!zTR})do;`yjuz@0Pik(U zXl7wI0u$qvznz)P*%cwX*z6_Uv$(k?h=}Jo5OmN*Zp9eVsLhCG4S9U?S}$}md}y2M zhr>U=I;bnM9lkO_xsRKjMSg<}{tG{e*^61KYY_t9Offo|!k3f-pe;K(Nc?V`G5{R+; z!W3$So!b2eN-Y>u8c@E-$0>&Qo+hoC68S*4GswqQumeX2j{2r!Br(L3ch-c6zmD$? z%h@OT#k>z)T>7TuQbFN$4K<0LzgVK?I~vgRh*+b45mi01q1W8YA3P=Cgx8L6_y3Q3IE7AB#Yh#SH8O^^kZrYNQD> z&0$1J>q`x+4Lq(nWsUBzuwymv1UjeRsK6%1;fe<44PSdZh1)VNECW!6F~jUgOTGU3Y%2lX9jaj$cqd zA!GX`CxXYeA^-%#CdSGXFlu92ONXH+l?XU&={2RREBfA*u~ii7!QpATb#q0%YT0Ei zF6nS#-^rYODFU`PgIdTz1tOX;I$N7`0?!^lZP89se?+L(CgXwAVrNTSfwcnz1`4*i z1(;Gr;$evQB{>T?%QR=nOA&B9a)u&yWJHk$q$2o*=|XfczD2rCl6V51nN0So(i-FG zh>bt3jU4xgi)Nnhr6sap71kG6WOZ^}?ev@|iRPLICRzY3N4W8@ z#O+^^laoPNI$#>cEU#%%Gu5Ag5C^N0`y> zcO#?CVa3U>rDh}Tsl~P@51`SGptCC5UHNO zi7r1mgzYY_xU@o+kncSrQ|FphZ}{tduM5Z*$}UOi)Ba%(f14dTnP&yJ)jKzp@%v+r ztO|>d$Zq1{1FVkIsau+2E7ISs@vqG#6isO81(_UluyK&>_g8)S8omvb=cm=$NMlRS z9(eTkq66ucfg>}L%_qo)M&W-HlRL;GZ%eJAts;E9!_6vxSD5}XZPQ_zS1qs)^gBB- z;SeU4IM8p2JGKUr3!6nW-ZTp^Qxzh z26Wi+J!Btw-sU`U>%((7cCDE3$nEo!49?_;)p>`|L0uT_ zo+1Q%N2=p@fxcPM6$sl+s$#PJo$c4hytECbVA1D*gw`KFbyK0YMtql51LML!|A3I zZ*(^3P|M&8?GYm_kHc6Mvrg;A1Bs*9OAwGsBF~B~p5Q+lO59sA!nsS1`KA!oGqdJP z#-Nlxl<`I6)+6squxUxKmrK6CE#RQ(1+&@{5zY$W;q){K_3)Fz;gX7D-L|sRGhxS^9lWI}daFm%8M- zrn^is2iB!pNZiS3VF#mE61~e?z)nUzU+ji-S%hQyssi0*)L~)0X6s{b`(lKLKSjtU z0c%wO9YOZP(sq(*u)~Sv!)PqfrvCE5eZyD2u%y(VQ)z@3uZGi?JH&IK^KO6Z7%3v= z4QIG3f^!u%5)?oC$(4Z=EBZ2&Ck5A66jMkQtF_8(cDrhJ2djif-L*z_eBl~MN3WPi z8c*pnm`CL@M!|MasePk?27TDh@-@4onf0OZQHqdT1Y}I^USZIm+^`gPC86`fVK-9C~jEu`XI1r8&XqfC`qZXSdj)?;bV zF-RrZ1$4GMo+O}r0UYjvoru9vIpvLpF8@A^|_fEq~B8gwG6Reclmv{RU@D)?E`B$|Uv)zfWyYBY1IEFM!-Xqp__ z(3~F1_ifW$4)qy4aMR3iGrW+pjFlsmds<+vS%`N00i;P?Gb31`DypqPPBtSR#>F}} zYO6IR+0VFWG%a&CnRGcNm!$@+J=2*vJ6@{=9II45n}xsAR7F$GLe-Y4&`_q;);-eD z3aHG8n>{hoZnU7%%ObYXnAN|_VXK%mhGLaVp7 z)|?TZ`(QjC4ET=@i2_gp>_egbr`Lk$ka+(;VlBw*7d#9A9|pki{~7~>hWcj@3=(dk z!$LvBLcu@=#QyGqK|}xdBpAZ~F$SjemxhFf1hRjZ!2Y_B@K6W)BpBGgy%r?a0?;8tBm8R&3=!%d9nuvA8W{x^76p=QL3GH!)fNUS z01p*P85IWMU)x~N|7?T(mkx;vjSj#^hekn%L57ThL5xUrWaz&rBpNg(6ecDN+P}uY z&>>@BkZMaF3l8}&4T%DSg#nEXp!geW{d*4#>%VkJCLDl24m1u9EG7;T0uCB1E<748 z0x~W#0xl{XE*1==-NJ{(#z#QMM?!*BTYobx$PySPECCM8-&hMC>z^esL?S4Xztt8Z z8ZivfKO$u4ze+7+bP`k)$Q~F81_B8t{NHMe2vTj)k^`z>xw6fdU_n5|;dLxb+u^#HPeVp@h(oL~v9TkQuPA@6a*d;UK@mNBCQ9 zq2SU0#Au)yXyB-55J_n;(P>c#8311y(D4|sF&P2EjIfN1NaT!|IE;9xOhm}c2z1P- zq%44skjj!3puvhn!-|K+N`}M+5NCsBXG14tqeWl`d}YTZV#mhk#KY$##^i?K=SF7c zMyKY+BI5x-fJhTwfH#DRdYlB55)HF(SQ0 z@hK%S*`;8BQplqJgj>-v0DBpLzYIQuBBlU@h6DoafG~PMBt;-8J%onTprh1;H`K*c z)Flvs0Fg!rR{vLeEmyVwq1XDWL;kDRnvvqsNQLxTXZlp|ArdZ1jg@N={bn>kZSheP zR-gDwW#`7~tzL)X%@XlVkVeSH>v{YA!Dd^N`RzMr%I2G2ET8y_&LShCKgy?Km6=qy zU!`@~fV=fmA3Wq^3Q*8^=fOC9|9o#uxUPNH_bOV}7DA_*|~L^6M`1mhTC z{PAgZnO^S=1s`Y$*10VgY7Xj*cLXSI>`74!o&)#=b{@E5588vo&R(8E=*WFw)9Fq9 z&uNRzWT*RiNdhrt8AzRB;Zvi+iUEt`VK-`e+1~=qzHfzsky5iAb6JbGBW_t6VrgHOIjEQkzeCbeS5WkoDgXQ_#pd8ddj1I|D(;28$$o?J9(s9DLjdX5lIR!`I4oO2)Yegn$0o8{#QA8fn8RrQXjgEbz6Q5M-SZZ7GF4Jj}COlC$A}^ zQq1M{g6@|DenK!xMVib_SOK~?aOUTI+ywk3Ix@?S;SWg}bj?TE2!)RaCE79%y6z>o z$X(I8^WY(}9}(lW%>0S_5oLu$f2J8ACX(VoWpd$BN&c9$?@3Lrr$TCSv8-KE4o3^G zp4Xzr07ZrDdC`8X7`C5X;RB*wIp2@-JjdFT<7WtLCz1y#s%nJupVUNod|yXQBnllnGcyVIsRDLKk=n&Hk;;WFbt z3dX&L?;pZpa0x?h+w0QtGH58gnHRpF`h<|>Nk3SR)GfeGYZ{8z zt31sP{#!M%Dy}1Q3{&@U7pIQ*yG=h7jXGFkHb_qoBcq6hS3ie)cPr$Pb&i#Yb-cb! z^W}>DnHbmtg8{E-T=x&cFXm482vH_SY6OC&9G9-%y#)0}UfH*~7$iP6KzM}hs*%tV zZML_=VUzk7zW<1t-~3RN zN(b-w2{1#0#|+oT^ZCcu&$AL*vQHyW>FPG8^1Caf^quYf8p*t7usCv)q|0+%p0$zN z`HF{1&qz4Q`b2wFO2fSwC9avb8AMgfk01v9$RD&B1^)TPqYU`plj76OnNbqJ(Lfrm zc*IwFPR+$uGuNW5qFTCNu4#EDRAUJW8PJ4_OUb}fGqhbTE9d|{F)8xfXhc?2_I-x2 z?xi1U_FVAAQl3Ev{vy z_qwERk|$CN@lwxOii9wcq=%unePdBi3{E6l6IzlyJ}lE9y%6ff!u`lp!TYG+{H^En zx<|EL^DY^T_5=nex49M^^{LIsLI-q1S^z5RhxT`4cwOA=UmZ5G8tOX~zy|fMP}+N@ z>?AXDo(1V3sPmBOB^o8B3LXaU9<1ci)qTN-=1FZfWO(s4K-+F&!E4#!bgI_WGjC>w zcCi9kOTI%0UM8PHrEeZ{$nm@y^oey9pu7xQSzL$oE;UT7VbnN3{kXN{hn&G>OU||_2WmE3fRgJ5+4e%c?8~|j)N5k=C$&1tuN5zwE#;&0JoK2^QeW_@ zGw%c!X`tFKO~y)l3tS#qm$q1hSDY0ZHKr6kCousv$}Ny^X!~W+haH$frXU%QQoaEf zXVYE+ikHQaN?JAP&%DPwF`4b>|2`n_R-W~nXx7=yhSY%U2*c>WK#Y0roF{&`|W_g)PTJ$Yx zYWS|K#BBM27k}k_$gO;5fWo~oaY|`BZ&cbC`9~=~w8K-Ls%Sb*@6p|AijFK^G#3`977g2EqY`dlj?oMz*AQ0T$-QArK+}+&^cXxLSE`__h zyE_E;YV!SGpFU^x>S0gztmb>wzTW4ST%>`;8P1rvdixcMDXs@+p*7$O3W@Jx7CQBc zeOX#qd>TyHhSTcxkm}AY@oAE}Ocvp(!6*TEL-AeUy@~G)?)U)i}=+zWS!(Vf0uNXP_kxd>Iz7OqPrM#CY&ZlsVOwby}c>^IzcKZ z7^h4m-YFfl!6a6|Yc$x=T%mn}m*{C^C3$m`q+Ryy**zcP;^tlMVIxHSRR@pGltJ;R)M2PP__*SqY0b+x@9tjLw9gSh!v3G)u zO24=rdtx)76;pExGsJ%)dv7@ z3_>F*oIs>@o-NK!92&TH_Go}WN>&$>-z51*rWtN%G6!LPSW=e9&{5<78FAV>5mND6h^Q?OrPsm2z^QEq7|6#j^` z%f5ZX>`Tkh?8niA4>7J~J^)U~&xJ7MVS1%BQI(ZgEmhwQ*m!#PG}^edp5@f(yOf?< z>-nHa#}w5HvvfMa_|}qixO=!%dku0oT9lE<2F;9Bf!GY(B$Y5Xa%SVu{AgND;qSPa zV)0POse(7q((Jo8ONc3GUgL&d9en!oDiu4g8eo8s~+$O;q2Gl zbC-%zp;j^x)1#42tsikSC>8t;>my#w^H}`To84m(erF%TnWITb=cauYzEjD$Fw}qM z@C=g>EX8cW#H>mduzKk7O#3&(B=HTT53N|t92H=jr&i(={^Ux4r%IO&hFu(q(H$;C zg)3rb%uGtj7o#FOz)g+g%ymq)TpKCk_@1zR0*P}Js%lXr?V5NiUPM-2%$5hI#8q@l zsbnBp%qii*tC8oXh0#A^1EuvfK_H^)^MySwITKvUpD-v%POFqt5kYUX8yw!l>T0Fp|-TmA!MX>agcUCV%kM;)f|Qhwc2$F+tr$YmmP zuZ@e}uo&)k-&Q0}T{jDteaVnGH;XX3{YCrp+NdH}9jl2Pqmde+P&wjv;c1oM4MZzg z4GounJ6=K0DB2&7CVu}~b^Jd%-ve#%Yb3dAqYmYL5V3ACA z4s!#a%4VedSa~vOVS4G-VHR*2p3-`Zsr!X#f|s;gUx+&l;kpIS`zs^zL_2a#1-oL( zTi7z%m?H-rUy24RSes^_mX+}HCo z^0nF@|)}CJO>r8qKnT%3+htJ}#@#8r1=W@yh(S(RDnO)N=&r^c+geB1Ot-9C7ol!O$9nPi zER6lv-ZiyhR8UGiHDM7Dv4o#-;D&mRb$nl6;7_OWP_FhM(bf(H$pW&RxkXg*siKIX( zpSLbG0A(#q@wVj>Y;+>6Zy@E2Sx<$BOf~4P1V~LF%q$;ORiAhdE^pvmOw8XRF`epc z&7ZP|*+ICxHLX=GAOGBXotXV*y@iET)Be8l^P+q>YrBzZk z1P!5Y8uhF9P&RPp{d|Weu8B@|wa#%~7k_W}e9p1`k9_$q?MzS51bXi^v^LnJgYGVV zbmomtEk||A7}Bo2?)nPtj`8V&xKBFu`nr3EJ-O~AmH)P4HhS8syeiQyRmB>M#x@G@ zfJV0e^qr_LkT6shhg z&t{1m`8b(yfjfP#yz}&%A~3e2I}EUh{f(dMAF`mFu38SCw=TMpep zM$QQt-9_&lczLqNyEB#z2)Tp=$ekEnjxG@;tjL}FBM#R_A7N`>So=(FAz$9}epVp& zyk(b?E)R`6FQr@-`m(Lx*7DbF(Cclk%hfh)TDdxyY>XzE)>y;a7}MwH2` zjmrxMP^5?KZKfR3-|Er#>IZL-D*?*(G}7a=*OM>y<@Cn`s@y%n<#lw8P1DC6X3WD+ zBw(b^b4<>Y!nb=^`lUa78@cqTTy!rAS0jPnZcuHW%f7vIL@M?-JeO&`c+$Vtqo7sD zKNO%0XCdDRKfssfyg0-*NqtVvTO8eSQe6gg-3-e;&k#QDf5VQgN%=}}KRJay4f;S-ykXXVz(PSy@B!;yvJ6a> z-+(0ZX95R{G>a$tPaRS;5=)z z@{%m#%ANUqnQBfYm9nxinj@<+qE%`ysDT0i$*ywWbZ7Ce4p~E8l3bVe>}BrJ?Z&2o zm1nSHqG5cQ$=Tod>9w+o_D4K2t^i}s!^vok3)sccPjRkKe-EZ?qv&!RZj47O-pkh} zt@B3lkm!^)Gp+<6F+`AfUZ?*CmuZB2|IJ+UTay?KOe{@tw*7u2u{(5Sugq3Tx+~$!ok0;msFD3P=;eqWqK$*DCjhkSH!?^ zYJC1qp&zx~XpEK^P-B63ilbh6;8^y!D6MNm))gVSI=cXX6wJ zK|OD9SaOEyluMS|`F>$w)7*X-f+^BoI@Ez|LO{dw-kFNhnhBDQN4<YP(;6MnX}2;^!)K9V70BsOm7%hn5wl zdcoAu0R}b49(#T@cV$irJ;Qz5jmCVX&_IpnLt(>F>Ur>D+F2>zwJ}3YA$v9tnJlb( zm-!8iQnuq0iX!*vf(m31hOS8=kVBRwuj$O7qVJH=$T`hs`K(kEOTem0*@z)qi^c?R zfui;z4>@GT)B@0de=Y-3)9JLLNQnukAj7^X32zV)ckNIZyZ{>w?I|Qt0HK2E| zrvh+!^C1`8EhM*;l8Viz*U%=<-d0VTtGJb@`5N4F)RLI8s#ag|jP zkD=nO`E!Ko4EYnN=QPROj#2y9rpyD*hrdGbQTeZNF-M-7GV5UG$l1x!rt}13h7hJg z0~E^Hs>zXDG8`URc<*K5^(Z^mpOD`SrGg4bA8L(f>k}^h*iey?rvQqO1_-agY_IP! ztlIm#koe8?*nAcyhAVmTuo_}momF4Am`66#hj}<$W_~&U-U=QB>towxj6u)bN_;tH znejIXbWu@*ggNP=)GGS@CAUD7;dUtJ`6Qa+#{lW~6H$a@@W@fm?fB87kt5m2@X+}Y zDCei|U%(?GOEEWbPt+xQ?kE!q+f*sn`h~TM(E&Z0#3XfY>}*`;i9IU1J!<9yzxBXe zrqakEt6E8-L7#JS4k{$nuDD}ZtnwKX>w9~-VGxGM0bwGDg(}$`a%(FN@g-r0?E3Ef zZ($V)*D|_yKKs181TkTnEJYJftt~=KLvZHfa7#4ClzDIyVf8$v3vZnAA>j@NI=_hd zVmJql)$Yu`_l3Lsa_jBm6v-#VG+%p5Lym-2!5rp}q3*%O3U6{U&h01TidmSHr7ITc zo;#T#aUZ*27>^OaGE$5xmTD2S=eX}U!Ose3&K8O;6NI89t116e`KKoR{D<67=Sy7* z-fUr&$dSjQ+tmF2UFCj&g$xiv;%?rFLpbZKo6bVrwpVR668YiK89%#K?PK8GqEYGM06NPHaarK=t8|KoX%&T)!kzE}OPN zREz;a#(4GUSEEC>LoX&znl%z-fk+kdCa1LugT=+-LhDm|-QY&dnY*gZFBy*9Sd!hn zrUh#o<$Sb;y2*c&i5yBvTw5a4$C;WNM4)OibMa7IG}#2DlIUzwxZ4k#u+1Bg&hK?z z$679xyCg7bw6K0eOgUp0o)catfg8^a!+QJ`QWXIdk8so!_SdSEjJIqGoir0Q+9KP&88d`_ZWO=Qx#UNh zJgI2P;fT2|>f<1Hl3=MLz)aMa0= zUf{Yyo)Ndciv%MyJ$iVY!>_*Ax6bU=>vApOH@VEhCOrG)nmpocbI6mhv3Nyh>%~j% z)Z_3zY|-qNHqBAXue=d8fA9+2%FtC;#LLtXclC11cCf4Ou+BeYFK+i)_1x;Pkg2hq z^VW4!Uqdgx$nK!<*LHtPZWM4>Vpy|nIxF(@sUg~G*h1@iRylj0RXKz{jslI}#@?=B zA+?mP-S7We^~HU$zHu31_8vz%w*v;hIVr{F884Dm8F)Y61zI~>dsnrg0NrZW zlV+FRPG>k5KLk(is0dAh0$6Z0b+oxBPq!wEC?r--gY3#tsL@^H9~iC~6_ z)Ta0IAc~4}h7klM$rg%KItXiKifZZb1S|JJB?|b5iK?6r2;OvkhF%P4L`N;eHp2%C z_kJoO4qELCe9fS>HtHAaDA&?yNJ$Wi=@B-y7qw3mn}To1(ZZF#>!S)1cT61G>lG=O z6_@+b%WA~_JE+@}vkR(!2nk|Xo<}_EMNCJA){jPlinI@$TMXnARL?0>~mJVZO=9&b2xUowkD zGU~inF<&UnQ!MLlI5(1MuNF7-jw$C3(8e5HL?a$gBbh%>Z}A3;1u3o^G*~=8D60bu zqa6D~FjgsoY!fM!j_9BIn(1W3RERiMVI_DcsfsT5+rfK_L5 z1F*hhG!IdP$WFRjWiVr1Lc60c{Ccb_a=chrazbXXpuumsV0?0a6hI(rOCvjXUeO~X zOKK>-m|4joGO-j%!sOOG*B+#gII-eX-Ti|v)w6ZOsT{NuA?ut7zKb|n-wU}?DZYOv zn#3`A=rw#?$vFc#c2fBL#c=YVL+%NePg;B8lWg7kPi|pO?VpccvrPR0mk(2xUmcfw zl##3N8F>mS*{q~ms+HMb1wjn;@ z7EG1`e3TFZaQYEa7Kv~g`9d7|T>*t`8WC#-r+)&Sbp}F3ap!IV(|BeeO&VuodevwE zH%shde5Sj721`gDH%Wm=R~}ne0Uv1=o{XK8kRd~6)IFG^&$IysEtKDr(*f9AvX9x(lem3)Jl@s*MYz=&G^{s`~G$ zzmU`n-scQ}?J22qznwX+GN+8lQt0g#E;^=6yp!~b7R;@aEr5$%JF1ooi^ykcwn&wl z3*~mS>T^13cC1Sf6@&J&>dsNMu2D;D6RPe=+&V?-N>%Do3rqD0jnr;xKCFu_NE+;9 z8b$ajfwUYljq^cR%aQPKHr5)9&gzo10qWpM%VAYwky%~A8yYc$bAWdZ37~qMGiNyM zib6gS_OM!FR*hm(UovlFs`X54)=K2S5?$lU4^mCi?v;f16?5a2=mpJlL`|n)H4b8} zB3-RmD6KKL|7{x#9!wJK^b5-WW6l02Jc;*zb2F&_Y=ix;d9cs8B-a1A5C#PS2K!m3 z{8yd)FEoSv|JVkDhXSL40#o|85cV%W`Q^Xp?7#U*jQ?`8Piyw+%Ra5y7ovaM3>@lT zff54ZzXeKg=zs0W&%v<&;b#A%%>J_q_Mi473OpG0zxE^q6g(v4Cp!CAo&0>leff_v zb3%lG{pZVIAdtXNk-)H#z$pJkD8b>8AYqZ9p^#u9kYON^;UGSJ88RX`3fNbaFWe~5 z(5T=js8Fz|(6Fd5(5SFbsGsiapEXlN``iipA8YnG3WyQ;KHEd!lK~9A>tyz{96b^M8HFb!o!5bhy0ue!~7SX{PK+e z7WH3p@^cIf>?a`@BO#aoAuJ{#62gDOlV~u6*pUB{lX#HdAPK)Apb&$p5rf(M7n&g> z5u+dyqrnqnLw!ew|BeYu0!2s)7D9@EK}rBcO7yu6#`qs=M*6Qh`MD4VCP0ROO@@j> zj)X~$fk*+5Pk{&fNzo|50H5NF3LB9cijo@k2Q>y74FWL@5=fEK1gk$DJ zCF6n=;KIh^29xIni{eG019Rbn;}C=t6T+kvqCyoW#u0%~5P=gA1=IeIHH#8O zVG{%M{!C6ve=0LD3mLFL8Ekr42n|Ir4@C@aRTL==NE1ykA5A#z|6i;bmG1xBnsN1m z{V!{_QjauIsv7}cwbpD`MAC=#Y0cWPd^aS|s?478D>PU$V@ zx&!xAF#DzspxP9b6DIb@?Ro1C4j!y7np2iKGp5+c;neTXYhxWjCX=3R*SE*IN-IUW zfm<5~+``b;?=Ie#TeWDDG5q{CN(oLO`UGI`6jSUEjWGHih-}9*0bj&YSLwqS7V%vk zRfpt#@h^uAh(3@~cYM*p&30Y(;M_6-X_}T-VaGL}NW$kQ*mqrLcX0B<@NaHWd~1(g ze=`ar2gtcD=O&QGLXx-SM<~D#Wt+&9lA>}fN*?Qma4D&i_=%IO% z3g@?y#}C8~7iP*Lqw6QSk(h+pGsK6&^PS=12s&iirICl4ezcgRnp35l#Ya$;6{qok zr7({-!5cZuOk32jP>EY}_}gE>x$Eek1%#I9aA$crNZ!Iu?A%Xyd=Mk{$(`q&)e z71xNMpBy?#48BM|qpc@LRmVn$`k$U(TvK7gsO% z*TFqyS$h7QT~_sXww7fLky~CV&w2#!q!6m%?xY$I;#GGat&*IxKijomwqKA}+VnO# z;Yar^rM^}Ve33sb!}JO8xEd1GltijXQRHwaUp|GUZrPuFG2_7QTW9EF5|?3|xLD3a zo@D-pcsQ=aK+xbO=sH^GPW+QMv!STkwcJ+v5`&OZ>6?V}pvKzh@l-lqwtH;>?T-`AGWk>rAx-gG}0=+2tNuvx17+nnrRVFmPQ{`j?BacRlw2J1>OG zW$^r1Vm`}LH=dBl*Rk?Qu4ITjHETF;Du@(l5cfdq9`MMU>_;9*#jTf2ZXXE%_)WXd z678x|8ttMEZ8pW)5re4Xx5v!fb04vEO3wB*PL?tH|dm<(Hz%{}O zo%+Yt2vNl{zOIj1u8g4OPOcgcK10gz%bag{2=lJ#(mK%LX%FxC*+a<7dYvYIA{ z#^EbgR1j0;M#bJ)6113%qiOk}MVo8@;+%tHN<1SaZcy-rc?6Xj0HT|6#~A_XEj0Oldg%+>fFSznBS7$7URg#+8}%Ao|lT>7fzd! z-4KxVt5Qt}n7h5q8TInyL8sV8!Oh(5MN%Vj06$$MMVyJXgDy zy5ruou8fCST6$_PAG&}qFIcfgd5r^A zaFb@0cpe6&wUui3y#rkh-X_IrXGs;a0M`bes2h*I<3K|*_JVr5@Q|#DNg>07bW>Yd z$lzVdcm&IZ$^C+Bo!S%~R9+?{5@?M%lQ!+rzF~AD{(y7v1ynz5Lj>=T)oN@u*{by$ z>dwb>ZNILiX#mfEH=W(m5Cz)fr!O%rY3hs03N9Cbk%Y-mTFIonV{!cJNv(-FqFm7| z3a}j5;33t%&4^CdNe*EZ2=^LK+V{N)R8*SH%Cu)yt5p_})JTYt)+bbfmJTh%5-s~@ zS081KrF0TO%o1_Zh?<+cNW+vc!yH;If3b=wYb)Ou81$>;=S1As;<_WP6AzzPTWIeZ zCa#I`VkCE?w(46cFQh99ES`nJTStD_^$yR#wZ%pkwiF(*#kg)9%@v>DbwfQDKGD;i z$RMKD?_%R=@ckVEvWYhO?R3N9ZI?M@GeHQ*W*Fv)=0}b^CJ9#{$XhE4{7`#WL7tI9OYRc+x z>$_@Gj3+RL=h2>P_dFcl7nvWEQ=uP!iQ{OmxAs(#VE9hPUfI_?GOfgXW1j^ZEO7eeXLM)mO8uVTpK4>|H|v&`L$`|^$>MV=P}1(=Y8o4B~U z=X?O|BMf(wdqYX!Jc+eLss%kxP|1-eH-zs~ieWIj8PBnTPO(dbiH8af8a}&i&%LKQ zIns|u!#^eFR5+4~8qV$PA&dZz#Aa)I4YfX0mz3*}`6G2c3THx&U?(@{pM?k=&Y|Kh zF3gR=j-YNU8x5D~WJ3OBn_wJs7q?IYGQX%}05*lb{w$-x196aB7#3sTk0&1~nBN#J zLC^!XJTT5l6d}a`yKNZPiUY+R6UWHyFrQK~tN2i?8JEUmwDnwsi6OhkdB7aDm%g39 zwS+4RxWk%h*ub$73x`~!o0M#-dGODu=tPol%~2>j{!4(cbubh^)1a|ZmbqH^tZtRe zhj5Bx_dGLn0k`PyJKARw0V^qT8H;*WIQk&9u-B3p!niQzQUk2U@ZTa3d*oXB9C7W? z-n~z#MS$49(BKnGKFH?6)i~l83+}l9JWU*P+_E@=yjbr=0gvSfBiDdtXgj=Nf9yP8 zDv-Ou&~gleW85VG4&%3$|FWB>IND)q!mC>Z%Y!2^uFZX_rTya17WPnywAf}1LnkMx z-^~(o=5V^pazE41`Zba${5{f>!r3UOJY&E71vsW3MRFOtxr_hCp@<-fi#OtQMJNNL z&U5YNhAas9PY(zFl8EXvi*o0*ODjO}7E|8?$fTksbRFx7nx|s=r-Y>?N|hO0q_X(I zB}~Caf&EMh(1;RFO{49JN9CaEAhx+(LP#)AK}+-lgr(E`MI3H1=vhdyNOLE@PMeg7 z@ddc$A15ICr#0akdTNG{rLuIvM$ZA_8`Cn&(xOj?qmvgh1T@7-D1XaiC(lY|F@qRC z2M!Z}Ckp>(eh9{4Q`ryDn6Fe!UR zBXi_2+lVXs`f4FK zS3%W?IRIX1`&ndor4%A1!vrACOck5&>}FY-2P<0SNnV`ZhC$3#x@@k7wqp3U;z37I zQpS~y(_|qhm1Ap=quW}1@K|1dn$!4__uT>|SW1!NlqefE>7BEZH!poW@M|ZrSDZvj zA-t+9XYu4|{!(jZ_DfmUX^C%J)zoQ~PEyh^RZ%!h<)4%663OavsZy8kg`&A7f~U#W zqY`>j>4z(*#(w43TGcM);!;6=vs`7KX1SrRYWZ*_2IW;>q$@WpDz~_5a7(LMCDGIH z>VPI8w+{v8QeVB?a+#j91{jkFUNM;5isSJ9{1PmvRWIa84x~#hqy!;gFp>WX^r#NE zz?ucCM0(Zu^HR%R@h4`r9ELir*SrdsyIS-WLq@BFASGGH9??>=#$lx4)uUYfrD4`M z>rhKa>>8{?3gXVLiM+cu{cF1RS~cNmqrxlVM!BkrC*H<&y7?<$QzJGpt)LganP;@n z6t94OtQP((-E0hkERB8zzJ<=DSi%#_^{gT{T=;OYf#kU zKq32vA*xp62;jEiA7tv_hVss6_$FcmtaC8fn${BgG+@a~^Fu`YW_Y!#K|a}Zco=uN z9H45IyPJ*;<=5IDzO!&RgzhbBH1QBq)bZ9O+ydqP_T9CtI`cOB)t)o$?u!ac*f+4R zUirCUJ%LZv6z3SR8C|w)ZQtE%G^zVUwEJSXdw4v%*V1xAEc2+Jx&^Enj3s(p+Dkgh zYsn%DdfNKYIx^%UjTIxIXBh^Lxck(+21vAe5O{vCm-QQTw0+ZQwteUg`LuZ{ZRY1a zgJYPl5zqzFzCsy2sC9LYRz?`@y`1Zj6ydGMuR}8Dbpas6PETSW6jkA8&toiNSd6>w zNUAob?9UYk#2kL--Wfm`p&0G^P~tj<5Mo>EVS3DT*G*}Mna(H?k0ItNM#5P2R_ai3 zd24N?dFc``t87G@pmWJH7x`_pU8fo$Y()MPJnCV5g9;f#Xg`b}CtK zW=3reWK|enR1_dBlhJPZc`dx$&H#a<+#M~sh+CKCTLbT{(-G_KIQ5QYb?DaHr+K|_ zJ_ZLm$#F)f7yPU~W`zrS({L;jp+ZZ}N!9GVj+#qlVXJa*IJxYIKpJQ`= zta#3hwj8K^phmQ_%~Q&%yIw)KhIbtB z`KfCp8F^!NKxR5M`{XfqhkO$vH411G76YSsO8R$Kta0<{Vd_47r=TPqmJE zz8y@)^OTF_%Z<}0nPVZDC)HUxUVOXl*0Mf88YMUR5)UTT>1Y*_>HqAG3bLsh7R#%|7z* zxpI^36PCa8y*!UnfaUYscOr(y^gV;4zvbUrf8Mx*eZ1TJSc2CdEVA6w+xkl$a}Zv= zZn8Fh;C*rJ^B{Ni7hT>F`P$=Zv(iESu7vMO;qvmT>d`aDA|T`TTg}a^&$-UlMqrKg zubfjY(1jHLdQ?r1rQYsS@wy+%ov!|~Na{ms4O&g?K5W-btZrBKx4^%@vZ$P&GAr-s z2p`LApXIZkH9#*3-#DWAUJ)f80a16oG#L0(uj5CrZ`Hf`bWi;`Um?4$w(2LM#*>Qa zmu)=LO1s{m;=-zY-`qgiuhcg0%b@2$-?yF3TW278-?xuOr&|NMjU8I_g^62$?a6%C z>nXoRitW?&)W{$*YI*pt{O(d|4D($u8l&au9bo_(890Zi`L1XrF00M{|7p#zr>dMn zhNH$3alPHs869^TkYXVDa+fG&l2X6zXdr6MA1fA0{;$r$57g{#;WHcS#lw|_m_=S8h#+N z^;YLApE22T+j+Ak;H2a&Jomm!vD`@fVEj!^R2E=Z5!d1Ib~4oXo03VArk=&2&&ue|P8{k!Bc7NF zE7fk8tU<+b0wE>HG#ebqg8F?oT>v1%v*Zyi%lDcXO$OfFw>`!seK#r2t9%D?R1||S zLLb!n@k>e^roUxa{H>pwnUW6E`c7FP%hRb`A`o0GN=m+zQI!&fw~j~LjM;JVmK^q8 zO^3DNG8;$P3?5Uh&#I9c&amoFug>Q-7{#n!p>(JINq0}Dsy6TVsB!&5Qz23vbt9cR zNrI9__l=PtZb|Kii>^z~?{mgpHS5|@H-^2;&m#*?BeBkqH=hjrZ<=UAlA(8?MWHQsZPi>g^j?w zSrF_T`>RX6nYW>BCL0Ywt*2OJGt^ls^K>l&L=(RL4qRhhIkUEu-z%W6yiaL~PG6l% z_{iVYDthc>XRnW_Ij(S`!R$H5u6g%-u*7G*NnG3}_HO6mxHfy~(|X%{ctts%Svo-U z<;KrmesdL&%c7Ob{i65L7AgP>Eovv|r$3+mlXd)_HUM7)?jAr6Y7>&Vl+$-4e)Jd= z#0(FTZo|ke8pR^ZMx*)qMZy4ycee*+^TIWu{TFy~GYdYnJ;~yitPwBc9>Rxd1_8|9 z7=%J1HdaV3w_G{s!A`{u43lBnMgVdg41t-aAXG*cV(ex>$77VO5*bUt1JYf$cCfdZR+sHagt#hdf0~MB)7J75Cx*kZ~-OanRvo>7$fk+jz>e ze-fPhvh0aqbP53X=gXi|m1+K*TS1}`f?aL&%noc0Sl%dEL8; zY_8ueF%n9>ycLmz{c2xke>V1T@JCb-%FO_kGG_ep z4X0)JsLZ>p77S?YVhdJ!zEdO%nsSuf7cm>3B$J>>Id1$X>Bg7HT;oRlXgeph+`)Sz z)z6=AjFPU`GC_Lq;%d7?zyo$!%il;Vd!*X3MdGhPu{rA|TKH>pedRxOv?ih$l-yUm z4xBKsXsAuGJmscsq|?=ct{3E@&ZxCjwjIXgm# zLYS(%SJSNG$@d+HVX$~_j2oR;Fl0rjoYPALn;%ep%4MK9yB}&W2&8u9U!X~)tE^$H z0+Uk3T4}aP`V)3j?(R>%c%>)t$N$OH)Yx*1bfU3wk8npEVoeq7aiong$;L%JeVet) zC2KOcDDW13=ZCQx7t&%0Lc;UT&2Jn@)s3JpDnmA4s_Sx^UhN;*a$}&Tmv{}0s#iGpS zC99g47uGXrvb5=}`j3-jg(pA4-Yf)2($mY4olP4eEyX`~gnT~|s~m+-A;8uc7#17j z)hE!bpt+VuKMd-rX}k2sYNzK-q;A45Ot9RWhSwKkQz*TyM~&O1V9A?b#|a1C0;uYe z0vtJ=J2qTg@kjnXI3-y!So)!i&9oVifedfGF^i+sWHnUTdwjj^On~!Ek??MPa6n@~ zL17XGbi;sc*55=1_L1by66236?Y?HpY%!!|F#TwauHjH@1bS^k+}y z>}mVG4$>co>?25j9VKnGkL}za`)9oGh}V>5+4Vide$WgUE$9SsTrw|I(4pmHdu#HF zzqH|Z-_*Fyv@_)3dgbBkXVi0FAi=daWxqp|MXUg|Z#-5Fqbl4}2xHQ1n*GclbgHFW zuQ*a#dRIhUwt}hGBSPIaQ0U#P3xL<9oe*^w(W=9Sn|jb&9j%;l_SDkScM_^SJs3VO zIY=G+Sl_+U$hrBsItD>@w^zQv1pTqy?c#(Ex2RjJA z&F9ho&UgLzi^zUj(kS9t1o2d)pPjMz)7SeJFZ;z!-@8^i%AlAHYtQf2^@_vN3ROAu zL2;VLIaCVSjhe{L5c4{tYg3EXWSTG0p!1=C*-W6TzlXv=Z5<>>ivC$j#Z@hd1TXRpudJxtEFR#L%M5gC#?U z+|U6Lz;la`3DY3xUtSJr#QpH42VqFr$waJ`cVfjytjzZC;q* zj%nR7UkA3|w-3vNIe2l6bdp;{brwi7FLaUzESBcu(&>-C?Zc7z`aQDvX%3paL5S5# zco$z7ggd~T$oPE}DouFcfkNa%y5z562pMF(q)uO3`~ZKRD1;LMoKpG04FWLp&3eZY3QG`5-YintJm>v09~G6RUybd=dS`2KFG9#Ap7w zKyZiiVwUmhMEE2m$srz*R3WP&s}4%N@peZY6i5-F=$`)KwV@25L7TfF>A7TWmSE2} zF~_lNQRuy`S@3nZbW6XViNT8P&$je!{0oy2zyV$#5YpE~7=Dnn@8 ze4d5f7(v5cK_e<&eE@=?#ChtVH*tQ0Aty|UQ`lh{uOam_ahr~G3I<7@b%_9s(SkSL zsXe-I$WgH!@G{6D3j)^t@55RBqM_%Ke6Ny~G?E`{qj)^b@kYrtkkVN^qjg?_4%(yH zRK30BLoMsl*BFTF5gF2o{>3yLjr-DdDjcRX(tU9~{^&BjiIROCk|UWiqljZOyVw|+ z^`#JfRor92mS627$44W_hdRbvD<#KUm>nYr%>us6q6UmX%Em;>uD(hCaT1)r8y~D3 zU7rt-z=7B}mj%J%LGA9#>=e=^^T@4yOZ5+fVfGNe^cp9 z$Q^EPkOsX?O))D}$OM3kPJ1!RV*;k2jHls0i;Az3mx*HVqQWqa(}?c^Oxr!}X9^-- zQwkK58j%WU3#ktxGniG~SQ}Gc55zHyXK;|Pv^WO&a%b>ZQ}GvO2;UWnX~|*zCW%?a zzR@ZzxGN&?$p6sgC-a+P)tV(|9iWt*BCVSBx%K-9l1B$B(XevSzt1K-D=-ER(IL$- zO<;Yj&w^M63Nb|I*o^C0v*wtC=QymVpIhhDy_9*KmEX^mPfirSL#YsXD`9U>BT&F~ z{Ft{LQ#><*5WAOSdRGupouZDM7a*KfMpUF6nE#_V%Z#K76|5v*G^-@5B-}WstgDJv zrOc+PsurbcfuX8NC`4SkU@D@bW1KGRx1c)_D>X5v52c__xLCrhhO#jGTU3oxSIvZX z(bQQ{!gsJ|r>r`5%Yyv`xQp(RckrSY;j$6yGUlwRx9D<6g?h-qoUiV3XqJYu zvqorGk%r?2W#qzg#D+$+>Y^fWA^LvVQWrj$Y~{>CfJ}5Hm3t-0c!j2MIetMUm9X6p z>Sq+kN_tU6mi2txg=Qv{R$i4-7U8NkrB=a!dffX;;XntcwH9L7atf_R@x@A6(TX)t zt2a)wlvknrLMz*PxrA(?+ih$r()YqDzhf};R1Q2>M}08bP!SQKb*6l7pj5M)#^#J}#d zFGvjv@-L?b`wyoEjDZFQhxV1L1Vj2;tb~C7D?x*T#(;sufCa}u{_>!aV1l7w!b1M# z)DXb1AQ7>k;jjS#*r4dx$e`HhpkGuP4lMM4SRjdTilVC#pjaGsYkO5PY!J?DFBa@-Pkl}-qgOQO#VgKz`A|X-`gHb{fQNdzU z!J|{5AW-2ze$^{!01AIqXkg!HFyQ_MEDNmuH!0^C_axma-#*~nqoF)=ydsQ-GMn7G5g+7YlegIUJ*Wf#R7$JaYUf26>?kdb7Om$N<}csNhXVdaJp=ckFR3T=5NFMe1UFz>}LJ zNJ!!ZiT!Bck3)6g@+d_@A%`&agV>MQbAlL*jtQ+7z*=|1$sPDf1J;t7_aZ=wg!cGO z7V=_vWkgpG+*Cy+$dZ+tR@Nh-h}kw$^{a~a)7(YaIqf6x z-UgpXkC5tWSq@PwL(}D{_*2?hBw=V@b^Xgf?jF3RTJ{3PaN zZ6ozK6C1Dfy!Urrg^W+F@1uELv}d{XLml_KECPmf^eZg*Q~eI)|3M&}m?;r*Ik&w-U3D3$aIw7xhL)=;cpiKPbU zCpmAgHi+d}e=g!D+i_sG-iR+gD167wJ{8sIhz@$D-fyc=^goqXj(a=1$8Ku81spR5 zIuXQ%Bi{#@=0Nnt-;@!zK=VPP;M9l9({p{rn}Gy#MCZ)`m@J)7nHeA7@R<-*zA!#z^dDqMcfl$_(FK zL-*emz@Hs|a$`i*W?t!o;*-_4sLn~aN#Xux(ajgLq>RmYmd>KsmzYujZr~`T!B~lZ zB4O4ikT*g=&IUTk*|&mJ<;)`) z7U)kc?j~wo2N=J$1wRbQNQDX8xH_;F`d9Xvf6u3lzjDYr#Q)Ah4oeC>(6~Xh*TcxS z0D5Wc^WmUQeB=VhWn6R9;i0+bzS534!w)iWi44Xl#G%nc?dwQuthD~cY3M1;w}C3^ zfh}p`$)zq`y-cf+c^|bEd9pV3%oxg~|7P#80m^(`KIRbJE%sK4+Ow88*g2WFE22i%TcAuY)2g{S=Y7sz1`r7rrZe zr%*CKrS*iI^Ic@NeLb6((luHdV_=ZFj<8JgC7GSk2~i}8IIa7!G*dx78f3^rWT;vY z3adL{aMuF z%TZ!O`>IhboLxSQ5)EolkG>(L=z@`v(ga=39l+3Cw*tFHsbFigj;Zxj>#Vc0BJ=zk zzX*H?#HZfk?CXTdCYv1f8j1S^Th+c;ng5l26v5Xr8zDOvFf{d$|0j7JHH5OY|3j2F|w7r`xsv1n#%1>rDF)|m4h3zdpKI^;)qOBmF%^<*? z^gaTHW6{gDT@1h4?whAKk(>+RoZvoZpQ%r-+qCBl(7Jt2d*@yCG<>MghP=m-PcF{+ z{Q?I13uhztWA`#o9Y@&nft**xLUK(J_8*UC$IWLt)aG2*X}NP|(gz&ff=`nP!?U>9 zt)s2!=$4c$oUgvPcMNY8KRo;Vltr2l*5}@%ylNB3W`=~VeUHM)$I6uVCF4Pvb#b-m+hQTc)w8iodi9cLX2+OBIPe=hR{x2?JitNG;L%^mBB*dg>TDJ(?6+aKs$dFqf#uoQea_7p_pd{9?Q?tn7 zk|@H5Xu1_%Qq1UCQENvP5HUZ0#c{O82DW%h_6PYVxq1#OJhvpi4EhF*NF64I379*FD-rB6MMl|q zsH6$_Qv}18QVXs|q{W3qvtwBpC7{Q}8eP0;FB*>e~TC`ZILDF0Y#1jdmIG5^D zn}tW*$Lich&h!Y-u_ZA-hES=cQUKYEQo;jqFfZ1GmZusBt25U;1t*4S(L!0!n@h3- zydzIil-%u{F_8i}(p6XE3X@Vf9l*Wa4Jyr}ZOo!1sWM!i1HXW^8%W0?DqV+@jC#n- zg0Pgv)|5-XjJdS*>YC&*%B0^;(RrhpA7q&UDG^5p$s(Un#7!JX-J@CijXsGCnHJB6 zz0K)@5b5KTNWa6fPfjwyk|lOd6n`ot3}Yo5P=!CNX30NgcBPOkrsY!igqE+S>6T^z zapq3z>ukBp>Gh~smFD81M$d-E{A$iZmP83qbLS8Gb$z0DYv^?gmBEgcm#_SbEjhUg z3C^V__i{DO8!hr^Igjoo?}EYX&^et~Bp-_{0q$Fp&}atXT0XI)h8agNJ5vl+S*Vhj zZzfY}+;D-iQ|e_&Qan?F#dQt@6!Lv(A%kDiyKkfyY8DbyqEe5;{jr86B~6@Kk;w}( z%~Qc*3x+T!_!5>rJEwKFn_q%^u?%#+4rf7EYt0LNmOiv$d3QwX|Q=D^49L0lHF|w1QAw zZegrcSU+DpG**4AvU#v@qaU6irHthpq|Ir`9psndrQ+B^e|;y@^P9>}YDHCeo`VD0C5~rfxiEAEb4QH)yVOTkY6y3;66!iG7J@x8SZWv7P7c+<8|(ziH_$`^^4&J*$@Zjl{9mLgPCQaWw z5~yDr3p8qoa0>K)Cr@uY)2b9 zYZH5wgJ16uA*v8ML(^EV_N%F(GVfgb3`$CUO^^1h4d`j(sR8!+mN@(5!bxvKp&*@i9-FAgjTR2{|>WPL8U95DP0w`~K_w4M8C`)bx`?(G%%V-z*-a>hl znr_hoRnb$#*>zW5V+O-lgYyfE8&&1Cj=ZUn$gF2ns;HZ*FZ{JbP9OSXtrdTw3uILE z&skrxCG4JMADmVYwnyESYfr6Y&hN5*_q%RbE!0t8NM6KV0oZDhv(7OXB%_`Vap^vN z&vqWsew&wS>W!MWjKQb29&Om_=$BUg%zh)QR>{l~Zz5-moj z^(oT1w(Y|iG{fi?N$7PY#eEQc|vN^`xY+`dh^OH5{10ngS<>{*OY(@gh{{|w?rl`w9aS#cn? zA3Qpr-fSB*93Ss~D^ApEA$>)>u9%s0FWi!HXp|CfW%^nqGmPzM%~ zdM~M1r?XTpQdm!dPqrVzE`P$#*zC+O(F}rGyWE}5dR&ZnX&djg{NjjOuGL(D>GTGI zv-7c>oRf0yfekM|Uun-DrskZ3d1>`~UrLv0D{hl&*Rm&jZb1GDIi~uK>^!+N|2~*xqP4#{*2%LxkF~}ivvNV3*A%hQ z#j_+wyZx@UEtzFiooVUvJ|}2Z^>ML^48c3iN4v~dyY^x{icqycExumz zJ`g`qg66Xu2D0!hv#=<$lTo}*_^~}>y_Hb8_B(1UJaU0*D*h&7n`UbF{B5|3CpDdQ zzxUhvP=|vc187d{TBp|*b=)ei>^}e07D;ETJnup_!vF0r=D?{>sou2x6c^eOB8Z~E&t zSzF{jRutQHJlr;|U9Q+?J* zYEK++4kNo%BQMJPa8FlDrV8+##k#h^qGKH{Pf6^z)w+;JBDb*CckZIj)=b)6x~g3< z#u;~5MBxv$vPU4Scl*8wHT(t2UAVcZ)A`aBXIKzr{EIo+>3+}s(YL(~?X&623v=F6 zVA(wpuH&fa%k8QnLD}Y`@(V4v-=^??e989~;h|d*Aw&{^tF)6nCdgcL{{=O@FdL94K^UsYO{U5n(82+DknAMLVF&;bkJGWir z{l4o@7|*gJ4+350tesaCQfJ}XC+TuXR-ao*-RG;a$EWX?g#<`k-FphlXY9NOF)?%R z?=N0*kNA97y%#6?)vpM%2RuJ7n5MzkrFJXH-)eH6j`Y?Bs}Cd6Z@{PCpw)iI(LDj{ z9vFOXKAGFT$0OXYR==+!tc-QP?R38;=sq^^L6Uuds{DL)&-&Q?%tzt*)4loeWlgw4 zKm>rolO7*!2)NaSYfJq2hfQnEjk~r>ZT9askluMbl}3PfPKG)mojs5UlTy*=|MH+o zr7{{%6{yc2$z*akUmj4^&oy~IHjP@WC?XLNGhA3tF!jz47q<+tTYDIWqvRtfn~bb2 zo~hR84@Q$|vKBJBU9W|aNTMrCva)k;5t*x;Nw)vHTdC_0d0Poq|Cm=wyMro+atvb! z-VsA4SERMdq$}xvi^U|rP%)&17fge%Mw`A6>nM;O<+b|Nt*kXJJ|JIk`SgV`zHskX z+nKkW(*%6|)HmN-9gHT?v%M

i46Qk@0p`wb+wR{Pm!D7u`BGK#M(<+ds|0Wmn`^ zwWXhDux%Yq7jJtf?nt!Wb{UVYFMpb&I)=A&jEq$Af}$wZFlo$5ig&*YgH-VhhjYPE zw=x)2#({C&UG>*p!boyYkDOW)3(J15_B-X(sIEF<2elW)w(O7?Kw6jgC8`ljm|}y{ zM3rUfY^u8!Cr#*p`E^Z<8~wG}@G=-dDGRiy-cMX`7)JmzlmhGi@dnC6KuL4Li5^%R zpHN$Oa3jNhcw0AmocCrgBf4Sf7|8y5r`Qf2;BQ02q+mu9O>lzrc{Rwt=J}_Gk0fb< z<%)GaF1SjM11h`)S0hfGWWi+SKsFfk!z_0jOi1~@x33nf6965tLvs+C=2QtgSzdSS57kW zS^vqL=mElPN?nmm`jw)m>s~0uGT(OpXb^AijH%i4R<9Zhdk+h&!6cdN{=*@P5p-`9 zv)u|!!Q^3e+HE`vGf|fh-)J+XIQ`zVs1^8wtgUj@vvr@Gi3gh2alzNzGkM5R<<^Z+~%s z(YkoY(bZj^jU!xhT)3YrY%YgrVU5(OKSX%lo_&7Xul`DGV&#!EQ`)HO5Bq@7$Um@x zcQB#J7>tnUf%L{Vk9Sn-6}4r7(59kk70P)ZmZk$&lYSxt>Bt9imqvBm{O$mYp45cK z(TA}#plvXlV0x36V`e;(CJ@{O-a(eDO!;tJXeJBF090B_Bqo9?*`(g0(VJ(k`DUOJ6a5=}#I zIQom$ryR0(*;h8)Eiad#vW1HvoG=mzcW+i}J|Y#%AxsT5AGDNsb?}65tew~T#$@#&K9MkXwv;KNTQS+iE1i~dU$Mn zwLlPIFGlB>0%Iz?7VxRyYK0auV^FsiIkVJpqspi3ykRuWVR@5yn+5z;LM;(CRx=rw zEjm-?15VM$2ZoF;{12gGt>XJV$N~P-YsZ^66Q1#q5rNhrz8UItUKw+Cg=aMupN|cwFVN7lPR)W$1SDi$ILfWlqI)#%v90 zwakwM%eoh%6cYQ^kG~9hit!u?nP_?{ZKCP8v@@tB7F_BJJxeo@Hq6`h#UCjfOMuxbsY$M&;9haHd1tByaNzQ*C1x zg-BlD%FsP{?RV^j20cd(j>82^+R@q3%Gytl5aSgVv{#jSbVfI6_et+H@ztPT`K}cQ z(ORA1JTd-D+J=+Ag~-qq=8GH?QI%<1dh!?kM(o z+u2g)N+C`5HTDuTF>VoSZIqC^J5qnr-9$!b;^ME94#8el9pY{nfo*;lh`eAR%Ar^f zQ)x6%!~f&VlNb)Ay4r6^R_{O2LHHfVYK*DsDrvog11{$of~?9A74Hm>YrA#Iy(v!g zb;%eUOk)O^ydfEOQf|e~W!8D=YS*wt2?< z3V%EFN)4J`Y_4cYd*%xIH}Sw|Uqf_*S#OD{wwLepgY|ag8Mlef{&H)yYka30R(GH=B z3s+CF{%dg7PB!NS0#~s$){*AVW|UX1Kq-qcDwSxzP%XO*vsTfEA(As-UQ_VLmtDl1 zuxeE*U`@ZZ(Ft+d;d+CMKrxFImh{F^IXaE%&L_DT(Umrq%bV<(`0eE_YnREgovIJj zub_mx)TM`d(r*B ziSuQ@`InJtN4;GVN*>oGW7U_$CT;R^wD$%yxbhOX?m95uM`8Bmu$VVbdNST78x7pz z*We!QOOemLhCQ}(WORPbQ#Ia5^Eo}ti`w`u(z z9DPkwBs4`+(+_xS3+MmMcpZ| z@$Ti}YWq~XHD!6`Xn4bX+j-Y|>t>^FhVwhfmd|sva_Ue4DLvub#;dpPMzVJRI^oBl|F#(Vbff0Ys z_yj?=bpD)GQx^JBuk>7XH17U9P!Lt z64-q#W&-3^d^FPaG)kGw!UNwEg;GKK*&O=DafGxpg!!PmW5x%>&izrwo5bT-zjxr% zPt@WxO%^;un0Yb{jeS@hf72^R_UaCiZ^z?R=ocLUmaKI#VQ zUdx%K#jQIAKSMZ&0}6%@IRW11VpbjEURHP^pg_6(eCE47kkS$!6(V||mGQ76@j#=t z1z0$~Ji1n*&&WbD9sP@^!$uVnkd_iZ@5BY>#eJ{)v=fJaRft=hivy!@ok@rm!lIXS zFcwZoNYnJ?OpJwnmt?yei|rV;ix03O9tj2-t@aY-7Z49ykZ7{1_qvnds^DnP6D-ym zKS>a;gcYty9QP=f8jv8q&KEI)mHcG|f6pYH*DzS(lv&w3-XSbfULc$;Up;6vkx3)n z@-{9K5rq5H+-lVJ&9|{VO`uD9a&$m?$*O3HG+>!ja?xvCw?WKe9rPe!$n{{@GE-*z zO=hQH^3zIdq@|!y7a)@;D2X2^o}n?2<0d<`Aidf^vv!NUcPCvHC~U)B-YYC!21-G; zl2uYGQ$;dJ_SwuQHC)+nmc{qo3^MipU3vaTBadB3VVU8J1 z;S=I%j>Wr+WX6xL<_DPbyq4Ge#4kl|=UE;!h3t;G*)zrO)_5SBbF63!P-G&)$~cUh z<>XpQ;!#S>jfxUM^B)BZl4vQMmGcslN_~bu4y}~r@CX$e{V`A{6pZNTnAZM^K=NFaN-;3KolH`4e0P*uil**9n@z<9}DdqqlSMS(*#^ibIY4yaH+ zL(ScI#c*&X^ia*Ne1-B@DFzJFZgVBhxirCAI6y`{$avMkc{P1ZB{k}Yv-5IVC4ZF2 z3VY|OE09{kq56oHYC4!kBgl$qrFx!7wEGvEcEN_~K&E1?QJl0E3!`3CxMsxiH67NF z5Yed0YDv3VtG=)H>s+gS{~kNJT2Ho)n5b5-z23Zu!*R9R5~NvDr_nC5it4=HHo2a3 zzpepSVfWw3H3)zR;2H?!f0Aqe!>R@Z3;+fOe3{Syz(7D>UmyTr5Wp9?_N7!q|KAFp zP=5=a0IL5Ncv{FhaIN!C;U9GRP1R$WUO& z(4fe$pvZ6_$OypyVOaD0H^26uk~QQn!x}Bx7rX`miv|US1`UaZ0Q%Re28M(I0rxlJ zi41~)27(C-^_N-u5~~4YVS#4- zJaI&JaVk_Pfcf8)C$yw24z)bM?FTx$BB-7UqU2Y>Qyog<|0=n5!LXq4|A$;#tyjS+ zZS`yVva0DQR|b6*Jhh`5%k+%EheUP5TWf@owB+eZ+Cx#cm8lE-3Ht$r+mKp)Q(Afm zGzbk%&sVx*={&E8QW^rrgC&Z^hng#Y%!%4y5#hl-6;66u`>?JapuU?>HX751*PYiM z?BzvCv1X|g{^|XxER|E``0Th=A5|`O=_&mObfkU%6CHtO!*;!Aa$bm!OWW;j>engz%?BX+6GOQ>CenZ*7MumdUywBcVS$D>;GZ_+s&HFd>%c z=+(vCk zOFXJ%LRc-Wv~}!>xUyMC%HqquP;T9|VaFBS1M2Ee%l3V5ETmcS;rJ|VuaeqczD>yy zt2V8wZ)H&Oaz8)o$|t?7XS=KHPf5dFgzXs2JS0QG#u~I8H?wPbbw3|A=k?SN^Nt*f zukp6UOd&5<-PlK7q-75z&c+SqHFrYrJngNJ<2YIUMp*ClRZqyGLI@s1*C%==WvV=3 zIGw-M?Hbjz-Lz6I+$(H3m96tvs;#UA^>ea%ZJW-@ddHw!x{+KRArp8nki;sTDVC{H znoGu!mbFihI@_%Y>QCC$Fnb92%bMVj^@~mv<|1}xdS$?Q0I?25+2l{nujf5E`mGX- z*qHi8421bUp+iNCm?y}+E4q+s5Q-_cLm9T1R=zhv8qR|dWfd@9tbpHL(>@3t?h1~x`S}t75KgAx<5=ml{*clq_W0e7R##&LP6|E= z-%@sW5$;#$mywu$y}4mZrD`bFMF( z^=%Qpc|>SYz|QNB;I?1z5DDrgqHp|oR_j%Wa3*P9SX1f-Y8Yb&JN8wyUOzsp?P3$O z{dJ6(RZ6>!VXk+{82>lq{Ah;I9)Lwnn9T0>r%@`?iE>@M3QX>U(}OraXAS!K3?>Yy zM6=`X!X?AT73l%zjOuGMYke7Nh=I1&O)j<332%nL4iVzqH%T(PVqKl z_~r>wS}G16X`ASPo`GL%-L0SD9Z3mZ?woPO4NBGTyY(@yX(V{H9Q>Gq)d{b#Dmvos z5KvPxX_zucImgB=0c|LZ(3SfOSCl=$J`Cwdn}{MDc5H%2v;iO&g$0t7<6laXs0+eU zy4JKGNj`CTpQx(L)J~!#H+LnszlwQ`QWfpl7vsqnP363?VU40u;*KhCurR3R6C}SE zTzBXwfuzVu%AnEh49GG1Nm5iANN{OJp$f;nD4R~ym%0^dEwqKt)pyOCik&VXz8V#o znuq{{uK0qZkFNlfOvByDO2yt^mPw9CY>|wzi1t|)rm&JLM8f=_MPCEw(jOX1WGXG> zs5J(m3CT0`z8z*`sK zGn;&ABW+klo!W)^n9~XW$6)ujGFJjf!&=IR zQ3A$Yzv8!P>T-sQI>&u!;J-$qT zu-X|_Z{EVkf$Y#WGuywp;cL4dbj!H*h1`o9x0!eoquQGHxEh*5n{qFTeZH7XbuQpc z%U$@IG;i#ZI7i{E9Ya#s*Wl$j88p|-+3B{98PA0Dx$=+Oq+hu((w$7?@%*vv;@Gw& z()2!GKl2L_Z(qi?qmNn9HY{>qVi!}ZctXKUIi_VYD}hP(Kf?s+}q^Th}PZIq&y^B!mJu}Rb6 zWm1mg69W6fp}zR${JY7=0}ipncrpG}^Kb5ateKErhL}<)mLesI?%X6J|n}@ zy3GSv{%xVa@1o zKyX8SU3Dj!Qv7B{JSOTyCMKfvXcF_EJMy|1c9IzOkP~x5!w`)&vHYg*%Sve#x$k4M zEP9&EiGb->?C_ICEl|%?HObT_6+<_52f~5{a_~{H1zesc#O0VQNWlc2<5B7C&{Gl2 zE3C)?Y1oFq%;i`tz-WaCtHkfeycJK78{Lx)J!J5QtFx0`fODu;?Vt-bribZbFfWL# z-6y2EaB(QkwSl2p==b2zxqEMz)E~C&Zr*n415Cc7ckW~YfyrheuS?D>jiI8zM!BH! zLxkav%|^vf{IVhr^@EO?E1|ByN^#&^G>|`$1i~84kTbxwvyuZno+P~4C95dEJEsV_ zhG>zfMartWx3;K`k3>?S`|^Q68HC z!>Tlkj5J$^JqCfR`rka+Di-<1kH`%vd7wTz4Vrq_1(2Jg$9$^ky+Rno3aQ(T1eK76 zJc>ufKE?vv_10SCc#lG-L&2&O;;={K4xA&Cn|1mEVq$870GLh+!`O0Wt_Pvhk1oKRE=&d1na3O zDK#l6t0@ty@qKEfdl;H$Q1*QspSlgb$!*9zQ4HoT7{(#=h7k zS+rn|F#O^^POnOpO>~c^ctN>rO+b>wqd$R|0c2*V=ER^!Pwpbsx##ohd!$pzWgO>$ zt>#;h6}Xim=`y5?rx)<}W`4Bh6LR{1bH+QmAz^zIUbGg_jOOc`CF^PAhe{O11Vz3L z=gXgF!nauKLB~`d7D;%7+O?%cg{ipBc=)0fWUqc%t_nRQ84=n_7Cw`(fh~%s-E%QH z?ETmUL(@z6YavRHi+^HcQ~>hx6SLwZi;bG%QrB{A%(J4?iyWUr6eW=iJ<4`Za-TC1&ZtK2t_FTc)cg-+vbH8WJL4EeP1`<79PTwb;`7y!yy zRl||lH&n}UR%N2 zXssH8s=<1!ku#%=IxJn=5B3*j6E#~Y4oQ|7bt6rNA>A2jC!rf7ObuFD?SfjSGj$`x zxUPpLRQFw;9A_#ybv3d;Lx5*BZ3f!m6;SwihHiT6NmvfnOL?4SGxuwqBw-yxdTSI{ zVoo_KN=7g-X&Y}@65LFc|5#0jxMfCrV<}8ql}clkR7#y^n^Q)+cwAKnmy{o8DiciB z5@$`{YY~lR2icLI14TsddPkd7?Tk~)FaEX^%edjQu&__DRA9@_ve$~0aZv?($byKD zKu%{?&!&Tnrs-29!n3xE*XAb6f(e}N#a~Tnsm=UA&HkKVHLv+_IEjVFt#9j%<(l0J z3T+>2Q7`Ph`|Ujvarww$H4?vSY>v}q+bhtux=hNd#T0sMEVFxHx``t5kIJjm(c5W$ z*OPj>U2EjwwD%Er#NVCupb9}DQ1W}Je~av=vFe&>N40utvuGL#m$yPFJ zA=7G&A^<$KSl~M;Z=iY`u=47Z z<{VP?YI}}obGB-x3Xj~>=&P6N?~>?6wkm+$7`FaA&jGxlkV}sQaSvm?WQBK(NGDZG zdiBNnmJ58Lz1ZpCwcxRuqiY&1p}{R2gmoA={S2D9tXiD~G~F|6Z9E;LwVFdtP-XdJ zjU}d4J}+V=UOwx9nFyMozCAzyV8r{X~z>htu&tc8#1PxGH2_~ zf9ZLSF-!!bZ;li5l=n!_^>c&F!1nSU4}^Yp%nAAV(Y{a7Yfr?KjeEhg9Hx)3Mw!`c zOkaD!QFJ!bhj$-yPl}8U3eiq|o{h9k^b&T?e8XGB9h*K_Lmt|g1rJ+PuU!0&G{gyq zG7~ugp}pw%0z#!-l_r0O zCX=ywUh|!2DReT2V{(EiZb=2Pz9O^s%Mi(iyNZyNdC+0wZ8?S1v1)L$GTow-uE&D1$w_r497TEw;Pv5uMov)M7m-k}rNveuiB z-rP15CG_49*7=+(HY>~T1R zftfv{t>d7N!;EZXs?5j=(<1nxFrRf4 zi>;vZ-#@3$eypAx=`G*~FJm&Vw0sF#D|F z{0tkxzohho3&P)j&c6Bf`R4@xk5m6^_IQ1=<$(8cupIhnQLa|pc)3=nW3sE$e z4LU=Gofq10NEbGDhrxFe+ai&c;KDiH!c_MdvKIm$CC;*^S~<2|*{7<}pehI}cUqSN zJ}1mp1PXi)kSo`A(VWYdK(Ka?pS-7obdMt3j`YI)=)&kHpnu)V`}`RqKp=F9<}( zh1-9^ZB}h#F5%!`*)h&oy3bYV@2KLQ+jKo5Z134@Z=j^p`}qXnGIwg=PsaJ&Ge7S< zYY*m-+9_VOLmS{y+5u0{9qq>g#nyP z$$daqpWOTb_5ByQrZ%%95U2{O!{vmiF2sk6zo#c4i=G|$WmQ9EmjV-uB@&4yRi8VM zNTgD(`djcEPrAI^WHzN%NB}UfJTMg=NDE|};LG9?7fv8#;m~_a|GVHRTd2WuP-MV# zZ%vHeTlS@sK59%uiu%D}WhV44uX%dB42!?}Rq$NC)b4QiK9>lVEs|+7fr*4$^DWsd z^!Qi7b5E0b_XMSw3M>X+z8{$e7Zn>3`k5}B!NVSa{LKWx9CyxO|@tlD-3C*8Kj~^5OfBOEHGhyB9kc6ED)?eQrT%_JdF!;B{5Umxo_ZwLF$e4 zcbI}c`fl-s6SP1~gF3)3@bqYmyf+e?Z zB(#vb26-V~)5b4yEem^kPVkJ%a`j#oS9(~Wg5-A8puACKsN1IXrqIMiW0Asi6>)jg zTzk=~(Q;n-u}q-ZTT%H=o?!t*rvKu*AMaJ6i?+`zPw1SL6iefbkY|}Jqtm-`sxA>! zlt7>q`kAiK_f_jI9&VM(agC+bf#T2CZ@XP6 z^md}uAp_V(CE9dvc15VoT3syrqD|scggH}F?bl6D4s*M&n#KQT%5B{6@uKuW@r z1V<<e7?jvcwvcy7dzrg9ysGX!&ihJjnBl=cGADqQaCBS`_*Xj;L0X%OOGdkR(fb~gM($xYJd1WC5c@Iv;JX8xo5xHe> zY9e%P4X3}BkdJi|ipv<>7nOfzh=HdzO!f`JBt+Of3UrzEq_f>u8D|HIljMOUJ=3wB34 z**msv+qP|1SaB+LQn78@wo$QdSH&*HsC4Sw^Y^&7M?dsKzpgRX`!~Kd*PIjk17qWA z*=gdErO;FgFW;O~+K0;ET-cO;L;PmlwIkynIAZ@5iJs?6jt{N|b#-fsrEhGPfA653 zL~29Na%7;nG%p|iyoe5iW)UjZzp4_P#m;+sjw|`|5lfv7qc{y88IL$amIsv#8BQfa zgcol(!LP-<0*Cg@CbATfYf0q-nz}|0yE%)huH@$TY_6#|Ejvu>C&%CLWa&`qA4nDQ zv|5@S^Yvl1Q9G>Xh;Hp8g{7@l3ZXQ7bLVQ! zZDq>Nsk*$u_jt9tobl`8^dD5Ev>SzPOBJdu%?N+P!{BkfnfVi{Ug;$-YVWSF8l_$i zGF9rBn7bKC1CY%FH#huMSM%`+?LT8hYggF2S5?F=D;}w@u4y!+w;?xlt7VH1m zJTC~Cu93^Eux2}w>L4yOCM-vyIs$q2d|a2eR5hcC>4`&G%@XIdpC5Lb zkC~b?GdxDwVfk=B2$?x_3fnZhcC$zGP;c_5)Y?S_GJx@ITT{ud>zqk?EoIrmC4V;` zMLSl1_@2hIj7!By6_~QeJ?FX-U&fxrlPme%!FV-FK)O12(hB8(x5_*8R~>%FM{J1w zDM+H`3Ud3)QIf6Y@;Kzk!dFua{j8|~tclug;0K8h`fVHjoY63X#)KDo+mAPHtvN9l zzlD5uuE{-8(zdT=d-cms)o**`R~1+u!;)PsxdZbJ?2=(CSL?AL2xhPBjfMn{ zfufhPpAqSR$Ptpic6en4l;~aZvsYo5yFjlmm2}*C2Vcm&mpIwZy~TehaP@N|23;I~ z#NOOcXy@xziMwG85xA@r64|ie`K{-+qeMZ<&^U2@7ZQRwp#s}7+55+hSoG=IlNxT7 zUa+PlzcMJ8x(A4&#L#K^l&zF9x9_p#86>c~lV$H|ePn-|MQCKllm6?(L&^G!?$r0m zKhJ}Fn>Pg90%I+)O^O~ycQNq~3y*Ij_Hghonas?OXYC6Y%jk*^(Mw)2;{EqA z5JqQE`Mr(#-(6aYLpDp8{cb5^4V4Vyo|o_Ya>VCYFO?AwmXMLZc+OcaYa2MJeNQ+l zjD5a*{#k*_qXdB+tV z2OCG$L-p7$-l&$jgsK9)OV8Nn9LX$$5p#OkK%~1w&Wj(Uf-R0KPqIGtYRXK8|F*2Q#vS@5Fi9O@@ zG(bIQ`8JM@0+){U3&!Re5oH4YhMq~XsR{QRaVj*r>dT2=xU9q^JgqTP{samXByz3J z(_ao5n0tD5zD0NSOw;vDmC;XoJ4qKcPLJJ8aXthkrpT70AcACOW)T$R2r#p%>T|%Y zgUdXf;O$7&(6SqGE;~UUTJ1*SQHF3^fbZZ>|a~?*MYH(SMVtfYnwF>Aq5AH39j)rPa89~rg zL5K)O9+|=ZGLLE@oz1?0u1NCBoAAk=u} z(6GZ;P-M`MuplyLkQBAo5RTQ5RV0uSTneqxpz&jtTUlPX&`=I7R6tyj-GPw(qNa9~ zC$G3d*rlSilZOPeqAj_|*jlaY_Jt{81!TXZzoLG!)k529 zN6XSpd#Y2*OEbeNbj>>#*KuY|?MQo@UEB9o+Yd%3kWuXTMN^$|Jy3I998o9CPX}^G zTOm|OHgUZIwnQzwbltvNJH}8;du82vN+;oU&CRegUUN-QawG9oFb;Dg6^1EVQYYO{ z_heI3zjVW6M7N+=J2$pFPH=sKVI%WO7Y|>rNN}@_L$6eFvlLUW%wnU=Pj3|ssytS& zvUiiTRj)>~=6HKE2p&_85Apy{k5YSKn=zryFKo|f#3l)g{p(+Y zhD8Fx{B46GLLx&Vy@x^H6>KN~Oca0$3KRkg3>XCnivosv&x4{uprHc6fBkE4f5V_? z0Bke>F&Z@DyMpbVUqc5lpacBS-zheTceNTi1`OigNGL2k1_%}d4E(ELd#Bjm3!!je zOaz#B1se{42nPxa2Z(|LhkyhBk8lkQ8V3{VA94-lZxR#?kBb1pMS;NsP~!pE@DSnf zkYVvb$p4UQVgvvk0)Q6*Bq0GT+F$t^CNv=+j1Y)Ti12P+0}-OUo7aFu@7NjyH8B{S z7!i^9-Mj{1BZ0;F*T04dOM(MKf(K0sO-u&HAR~Y#2jh?jA- z{z-zeQ31rLP?4ztI@ADPYCtqK6g~BO7!-z@29|^d34<2ENe?EWN5rE?!Jx-LVZ=dX z0`M^dB$)v*@2WLsSOyk=It##p1>nyDreZ-NW<|kgMaO0(KwzZ+aRAvla4@(ag}A_s zT!_@~o&_F291nyvFF=hK@R1M5$M>EGMJE-+ArL}j6$a=DL&^(-c|-vTqCg2TfQ=Zy zLktiq0nn2`W0EE$kwFlV1(?bL+++cfvNYIoFltITEXsgDWvCAt5Y8ItqS^==29O^A zU*R=Ex&KG)8rX8F%5W+zVbGX*b23*R`VHHm9SVf;~MUKi>V7zGmBWS%MCeZy{y0Z&6G>U+o++ zMzr5*{`BzO@Qv1#@9ygSdYE1lX72Cpe~WJLl^(V55N*hJeK`v!;Xd&c-Scb9T_OrW z4GP<3uSX~APL9cT_yPZmTEuWYMQbkrwZ7PLV3m;N84%*=Op<*&O zH={0w5bnWF#Shk2Odmld)vW4{-ZmypUXq>F@$M2nNL2{bU38N$)Z15sn^EvIwBUAx z=HO?VONCjM-&6KeLfkPIp!oBzpR(|&{nR;EFaofNa`mWgyJz<=ipLR<(66S}sstJ* zyTJRmTvjQFE`0V8iY`S0^}T~^FPGa~w9g&B_FG)AzK$j1Hg92#dr`EEo(h+L40TTbf8?-<<2V?eiM5Bagi9T=(UVX0v5ph=+W0{H6`BnI5U?V=gw!o);n{127UEB zi~hmL3D^`atj4Ph<&^0Wohj1VsHx4}R2YemcQ=11_CXqFmp{J8JP4)Y@$E@}>!t{s z@8aiBz%qaK%#&taaV^MbKbk}uQlq0{rCPwlo4}jnq53ctJ^;^{2=tU*^!mu`NGf0i zR^=INL5&C~2o9eS(~eo9OmH*PU+-{-6T5t1F+)SxcY7-myHPK#<5 zml+H_E}~@6W_T3>hcTYA0@6lcFHY!OKyf6ur0SwEmX8JVXKPyJpeEM*810wCbWyJN z#DTqN=y(70$C&0y??^eP+Y95aW1Kh-G)#x<7emE%YxTC2bZK?zFmPB?a}MRov>JtyNhlDNzs2dU zialZa8Vi;ylYI#qr25tnp;%*z-K{goW(*%L#A7Gj^@rexxWOb=^idO2T_pW zHEZw}pfNTuEJvE)M(d0TaWx@3UE1JYY^J{Tq*iB?9{<3Y*qCLDG%DSp{vfW|>hF!x z%0nolHmBeeTcCMDXDoQFnIXUe`BqGE>_k3Hyt;Y{f2(iFbAi6UWl zw!~}-p|ujX*=vffyckaJxo*8?@v(_6lP?J(e|(NJZ=kw7XI_0Si+VTZyy(Q-B8|pN zwi=6^k1qRQ+vaI~8`q3T$mfGIPISVk;ZgL8{IS*Z*!E{$7RX$vVd-kc`9%|Amvj9d%)nj)|+|&!NgF$tfd!&Mo(tm!;M1ObN z_(66(wKka;M!Z#U9)n-=d(|%2gJSjt@s{?p-uL)v(PO@Jvn=UtBdN*FGl1Msnr7Zl zFLJ~=t+B2la_8kDxs3`TvNH%j$C^K z-L*oflCs}>wVuC$Fpy}~v#Z@$UJm!H?j7FXj5K5UrEFnL-rqXGQ-tc1 z7qsGVT^nKAJm#X$4+;!A&OGYJZr8FWr0#Mhy`iE*JeC1iSBr#A&T!c4obyA4~rX3 zC?_DL;QL6z?J7wfWWXbuR_0Gbqovjn=w%TKY*uvKtRqek*sAe18l}_Wm{EmkkI|Sn~3OWrJ@IlRu3hgFsvchIih}Uvr0v zQXwNh_rkDFtVo6l22V51|UmOsi@px~I$L^fQ zl5$0x+S2a>_&68$Dr0(fq0~a*;5Gk5zo(vN+MIPH+ z@WG)aSmZH5TR1b-lU5h8GktJfOAyv1j3*5>BD6~;$b&b-t1_J$N43x*GLy!H zPD>Q{n1PP!oFtp^=`^00HZ4UZF^V^th!mKJo0Y7K%#fMPoSNy%6RU=voL3p!e3B)< zluC~qF8AxRTDpapbozNm_WO#;U?ZLiJK~RM><7ol5Sj!&nv4lv{yyB8Hxn>znI}3) zLe5zR-rE95$t#z$F^$So-^hb3R)rv=GtgWoacn&LxDs8w5?O5{ZR?DK1eBiXrA8r| z*Pxlt`z@}n4RU}MCKoa}KsE{b2|x5v%dv&9XFhNEAio7vz}AWS@K7+$mEw<+-86xV zwF!q)6_GnpSbJ9Jm6n@YNhqBeh-GP;ts6&sZbCm<#OR$*-e%kPGfxxbR;Qha|1Fpg zTu6so_^^aeLK}($mSDj7tmj!GgI9=_ML2)vzsD7ZmlcPxP^j^QuQ!%66IuFWGu&Z!vqRc5I->^JCgf-DqG?zj*&-1CUm^amJp+rQkyq&i+ z_|4lY6gTpXr<~_qlAKkBnphkwm*IULo@j$LQ2+~mN~1kiOiYi@)GICFEwcCtqQpzk z!zyvP&!4Bx`#@Jw9#y4LQdMmO-u&VNDV@D@CO^po+s=pK2IgKx-eVks}UDU zq9b8v<*M^#Yc6eSK1~*XYbeR3!HUoezkd=*n?!-^s(%4zlX+{edlwN6eSnQj1V5vH zqpO>oG%nn%Lf378)@hVP1+CcB8V1&~)$CRAJgjLmmSX z(SJ0TJ;DxEs`rBGyt zMLM2lM^sL?uq5fm{jj*;37?%V?@2@3|xRLH|TA+s*sk8P^?m zUhg&472eTa2d>$b6)mOfk%Fj`1@p1k_PDe|t>UNsvF^M%>#?$}ki)Ohd+YAqo@z?f zPT9NArNL_?=I@)sFLIh}D*$)FPqy^g)>qQDBMoFhP4>O$1$9(obWc@b^EIfnSL{#q zOI3G#@G?b??j;KUA`Q_i7;VwT-)SZvqbn6=!rOvU)4A~6uSnX4g5MEg^#yi&0Azri zI$BPO01IJV2ZPY6D&I~MQymB##IP$=)*D1N7`mG3WFQzQiCqr&>I0f52Q;>Obqp{vWQXscyKQ|?TAxSu^eU>ehk_$o z>*P9B1!`3!SvqGYWleg>SFGn#AI+Ua9*?T4;wwoxj?Nu1YUO-AN2$>S{lb?NCtjm;e z`T5Jg!u{MD#}Npnooa2!8JzI83R4-7t{kIV@9EDOY|w=%@8Q6#>aDGbdCs1eQwX-{ z9#^#U_Pr?o*4?_SFtJ2G-8J0}gNtVUGDDm-Zo;6;d^V0>GjU2FskJ>J@v~C-JRO1# z__JnuB-&2WG4lq#dO-m7q-U<>7)je;Vgq3we|sjwc7A1h?$1kSVa@~T;TGYJPKTijHs!^wvA?f3_fPH|r;`1moSp zd9{c{(gv}eN3Gaga5*VpIMd?W=}x+gbye(q&QP1A^@`>b z0O{E}l;t(O*uFwPvxq-4+nzH8X*VbCHwR_8pclJZ0Y5%qhpuZ zR)am?GhO>xaM6fxHu!aQjXtL-dodDm-IKB0_;uP0p=A<&E?E#A&TnL@V2z1jnP6+} zZnZYIHs>a0vddsO)?>AjajuenJ@*)pa}ofhXx&G!RrR{0Xwa!kztZEkMz_7Fc(v@E z&`WJUs>r*Y65ALXJ2f;tf`74Dq%coen+x44gRM-+aAO>nn2 zHh+D3Q=Z=O`{mj>V^)*G)|g?00!tNQ@0jZA{O{f!O~i(Zm=yM?rSjLklZ}-Rf?sv~ z(4L~daZQLG;CwB`?b)K^C z8%fnX4N_;k{U$HtNd3$HEY-KWt8Xl^CQCI3{0_*}LPC>27DEhoT1WT07!SoBH{^HL zNgTfJUma39wWr!oIrW0Lm?pHYzZuX5BWr&X6*>A@yYxY6H`;GhS-W|$vqw2*-CF2S zQVH#67jUum(2(iG#mH$vT1TB1`P6Z!NDF7}sw-uEZQ{yBjw_WqxW`DDEDXVCfkrG{5kdAFDq zgE2_I=Zy}Gh1akhew!*=>+BxPp->_=?0VHp89eckUm6MzE`&*eWRh1ts-yZF|@Bawx_w7DI zF2E<%|91L*dygyUw93KNd(#Gs3~R-^vaDoB_U?S zkXJyp)ewo6h((f&Q?RO32PFLqul;xJntoLCeH~E?7pyB6Xr*bNnumzfnShc~c@$e5 zJBpWf99WNIUVTMNIs%HeBo*Y-SS98~h%t+OPj%Z=7g zW9NvxRRzAh2W7n@XAip~U8Zt_JAdIdNh!4LINXQ&0)+3fRPpTIZCu{xb@D8U-$kI& z8647|()3CDIrsVI1a9pPYQ^f#)f~l<_;2VN4x<7kf)TQ!RnX$6P3$1gnCz;caJq|Z zAdqcaevVeVgXDQ@9Z6+bL1x?2tOU{TNzgQr!-e6nKR(x?fRic*D2nQqUveq#2+|Ti zmw%~=lsr69@-R$sB#S@wElINXIOETW(f(|@R^YpcnM(rh82_&N_0_J4dgA=Bj4e-KXCvBs&_clL}Mk zH<~)PPaMsHq&Mhn6dbW`+D470Dh#Tb3RANEqnEcj=5A_9?d-T7 zznhdoT?|FH*~LDrR(AtuLP&)5A8_h07?uN)%k2qYH8s|pFDS9qK4!k$MN!k|qA)?8 zwR#wvrz2vCsXdA-BAJ2Qd31v*TU!k=AuQZB!`b6*4OC!)X6l6si(>?1<^5MEj59@P zn_eZ{QHKJwxx7B|tJYag^xVa+eh}O7TdOtz6?j?kS|vTZ{R@6r zIm|u$+I~DK;*_Z7(^r4EV{aLBU+YE_ zp8ixbIL;yRnixx)am$K;2#gc({!!YmAU##h)Vp^==dTy@V+;GUZ`1TgY>xEL-#10> zfA86>uE`i@B1h27FuIBF{J!z{l4T69UjLV_vGNsqWe z0I3RrRycyS1kZkKHnc#@kbKgCQ~tridY#LqLn>J-F$6X#hhz+6vK^htAFtrlN^>Y2 zwe?XxZxt!E5XzgXhY6WoXGHB5V)LeTdBHzPY5tHFMJ$oiI()wp2Q{RYDqQf4-o(`1 ze0%`IWp58h#Yd6u=pT;EIr3@__; zH|Oht=m}M%x)!yq^Gzd`Rh`48>ViINqo!C8QuBGFV0uRR{ivpL`(=xx;MMUzjrkta z6!vDE>(HWVwd*P6pOk^yP_?cdQJhTWWG4DqtIqjFH3*Y9^9D+yE8#yTE^R&q;ID&E zs@7|DZ6u%7w?}V%?R7`Z(!S8>`y!oWAQs=mi4ua=i@2OIB)FTA%GS^VmkRokG z@I!xduusV7)Mt&hE!n{z$k1@v*?o<&HG_e16(7{B4_lKooCV{IufK_&N269Bkgs}9 z{Brt{&^RDPq#kA>oacm z!b!6W!NjGoir#`h8hg&^Pks1cP>2Y+G~NfGOBm|Uoxst!Iac6V;xoaVM7`8F>?(U= zx4eajrQTF?Sen>apo_N){AuS}R5y==^bvNAX{{vB0I z{Vk4fT;)!P#9=F5J8MO5wY-=Pw|)F;GwZiKv^q!Z-}IX=Ry^L|#jn0+;~;Lhfrp!d z35~tTeTBwbZ(HG&*8JsrC;^roUl5;ngKd2eFup&OttUGrDjRIpcYDC$)!DIQ@*FYi za#Sqpu&H-TAG2$NtPC|7<3HrMmrC-^!Czhk*0P>#F5J3#31O<~M{m=1I4)4`n%m?) zFNu}1f}W)9u@1b$F}85^kqW&3N5xX1Vaeqj~-2dAJAOk0-f2sm<2^G8^6gJWuGy zY&79rp9j-mik3=NgyAF8E}>INe`^Of#`lYeuH$s%-c#bYPtY|ZgrXF%O-Gn}ZA!=- zy;5X-p~9gzg{VZbwdmEcsLEGEv3)%+Sa{LtobRJV|9qRWzsHGyuYdn;$J{+IqPoB9 z*OJk2*jnY!cw*0)x4g$~>QCLp%722QdeoBz$|eOj`S?zsv%;aiycYLF?(?*YM;r&! zKKu0VF9-o!vR=eFpUg_uFJSInhzFAU9@#~}+k(5=h4^5L5zh zLYL{ur)>Low@91N1*8T9Gc}P5Zo5;-j^tqi=yWxQi0Ca zSNP(^Hd0GJ%HGI-JC$KfAaTh~XS)3bUlq*~Js_!(pJ%A5U`a9=3RRu}$M$BBS)sx* zWYp~Ci(XBdF@}`W@~DrfD763<^swaIueQ--$$VT8^7{Xmi-)wFYPP$}5YZ%-GAYaknV?s6S>chMt z$Z;`ZLO0wLIhlkEBEjaluCCJdKBF2XxL*>aLS7nNZc^x2K;a7GaR@E(6l2K~vcB6B z@;LQ%C?m!4lOc!FsX4qCCNg0+qp=JVxpss8mvX$uBY7I)ms1l3+j1B$6Ve8(4t;^MqL3cM0SIWKbc7*pdtkxnlPmI%{AXfthOGXo(l6D530InwRE0Tc)` ztFDU0IWr@Aiijr;GPrW;O+8X-(y~876<4%^uf) zloFISZKjS|l&-dCagv0uONQV*XZ}3RHsZ||s&H*gEB(^QJv30Zi-9n(mAwz4JZeDFr33MxykW$Yx zJ`YtpA6^-P8lf`a%du#ujC4f_LK#I&FQ$AU)1XRr*V|J3y2QqEg+slF|% z?j5QUm#Dm$ixclG{Ds%-c>$P<5BzGV+bUFwD)S*N)Tvo33Ti01Y78@KG~SSuD{8Q} zi;e1m1Tg9tJD4P)iqx&rY*#98d@>>QwRxPW1h|UO^omP7jGUx^HUYsU-d=THKXu{I zQar?E?{DfHS5W+v8b6^F2Q`-8Tr^%mi)^9G6Ra9?h{W=}8f333iiSf9R~iH`8s`cc zDl^S$jKh2uQ|gi=vW6=vZYwet%S-_)Ebs3^g3HLg?{u4{-bg>S%!*O32sfgZDdW3d zZI#?!*-%mohC=frr#jP)8Z}_tGIW(Ibjjv*$)Z)$a%R;*e^vQ*^%+B(0b<^sa!p54 zJBw7+&2Pp1YRIFt3F;kWi(SL>;_%tQ@Qz(|m|2VZts;S``I&J!5V6BCbv5X9&2eWf zL~_ylYAq~uJ>s@EvQ>*ZvUdIR$olp2x=-#(_|ZB6`bsE_ZW3Vwo#46v=6W>a28+H* z#(!tWU;rY32MC=1lN}@Y4?70)KiM(#|H+PlpaB2D$KGvdkPz=Kw12=cnEy~?Q2!Gd zgZ;PH2?+rM`4<`cM|p<&4=e`xmluPCe&@yBxw3!6XCPPz(ZAJBn7_Q(f01G!z<-&} zFhLM-e|a%TSP&Ep2pS3m4Gn^Ue7^vC&vgEm^6Xu62B3lmIKo4M{!(MmFz@cOf7_jq z2!D|=AQS>DBmx{HA~f(XG6s52c0wRQgOFf=NU$(}k+HwNGh}2)1Y{TxGVEV=>~FsF zofiXO|4nv6qM$+}pu&Jrfgn^^ASxmx8YCSWG!h!zyZa3I*M0UbK0|>-2jKow@TC76 z@dP5E!-D>XJKw1>6sZ4##jv2!v0zZJU=guEAgp)U*?YAU{7(KLz0mIG~UCVq<~OTApT$F83r6F4h$(i zG#MQBUv>-u^>4Bh8HpVGpK2$Nh!TWLiH<-8Nk;`kL4}M)g%3+b1bnY{(jZ{dkO67I zM6}45wAk=;03JGY6b66<13;YtV9fx{zz9q8Pp^}c2~5F+NW_GU$Apc{jE=yC-T4o{*mi14a)GuNXy&QW7+oHMncNlR}1r>#!Cqup_7Wf7-p6a4V0$c=^>Mv{`QNQE%JhcKHLufgb?% z=Pttwj*2Idu)q%zJ{Z^}vfHxY`Y(GG#R#k>;+SHGU*3`Wa|c+F zMf~|0ZfXY$iIw+hm$u>{&i+>Cz&i+n+c0clV0`ZL%(s&wre81Yv&qbT4<<<}4(b3NSAP4l(> zv{NQo+C-ASThi!qDA?3I56wZwVijT9C9;%M?on_R=q|_BmMLBi>(*?Z`)6n6<( z71@)rr|Av9-U?1@Y+c|A;+n>JDSd`q zb}bt6+I6Zs_>!a%a>K+lsXK-O`D6C$rqhZlrbg!?`Kp#OnI(qi6FD=RoCT$>lLA9N zR>-0h3wlS5ehfP*6KQZ;S=3jw3CgOvLHbWACA0KSOr6`stlVdOCiMi@4l#}67ksu( zkyT!mB^2yul~VNVy_e-tD?5F@}GS<4ivjx*cXb zjez~_>W#2o*v+!XX4?t5)}i56Y~p*N9(NpivC+wsk-ruEQ+1h5c*W(E18g2dB`uXp z`>wN{6BI&8`7HFVPxzAQnVBO4{I{Sfhn6h|{@9wO*7{!0nmE`G>H;-a2L*u=MSgAN zI7!`i3l%@f|M=kpZM8leqGyD7INEy4`AV$-{eg0 zMM!MT8BOo)Lp5`6_SwNQ_h{;`{NyO=lU@LZ z>3Q^Gp%^14dNX1ro=&)OK4c@ksDkDDfjA$ERh4&-bD9Q6_8vIY8GF<@K~g_eGV5mF z?t0U5Z$-vaB{S#_LmT>7{q%*}sSmy&!JGyIj_gMu#x&^|R~o;kj)H6eTkRxM)e2|o%+z5!Vd_4KLAy6Fyp)hatxTGFZe@0lxkZwGT zNl}ELDur-h^$T%HUri_kfqjiH%?BhI-IH9!Fb+tiL0r<)D3&yKXd?`6y%14JVQD>4 zMBJ5@*^yau!!lmSr>s2hx z>8dj&?B5g+--suPeH)WTC2H3p7R20}s=|%+(?K_QN9OmP$}UKylpeGE5InCyvQd-3 zm1?Erb*@mfP#na6^AR>U3d@~sAuH}{0>5q7)KV{Vj%G}tj-<#cdB$yx6=OB@GF>1X z^w(NeS>v;+pYsV>9OiPVn3`u~5#zcoc0+RC#CWadI-**UtQ8sbx8wk$eC{<-nha+8 zNh7&;F0L#HOGd43a=Ugd@H8oBkpg_G4ZF*fwy8C6c<^h9C0b2TR*bS)a@yT*Y%}I+ z(-$9`A*1@h#m()TV{cfU_4DU6*E3^h8`GY36r5k9ga|189hl!Q=^#b}oMQ!4Anb~)dM zpD4Y3e7LhAvjW86Thz9Eu$=~ zsfoyBdViQbGaF%#&^B#`KkzqN?2tu>*43OlMr1CcFP@6i&_|5c8) z|Lc!&fZ;_8F)LdgK=s2N$;}_uz$#YDP8oJo-}>La_K5-l|GNoQ(cz7 zR@-^@2S2V43zchqyW>SLZAO&DDq~>aZM{8YCyJi_=j$69O3lUXQa&Hi@@w|1B*H1{ z?)%9VqPBIG*L{Cp>_+JaE=}~Bi>>42hGU?68I0lS1tH%;-AaSqN%%#?a(0jalSkht zgP=OyipkR9bIF11MReL8a?4iE0r*{%vM`;+ww<;X>^~-ZeHgQbZ}c>D`ULZdJ`@L# zM?B)*U2z2bZe6xikJ164i{iGNMZCbyS;esvjxEGfapA9@6n7Ur*wn_Gwc5TU`wz(! zcQzT8zW?y007dS3aNrSs>z5~Ug`LV_g@x5yZS5m*6BhWKa?vy;taeA6Z^*fTdB3tY zdlwVpNsrumg^J~}+$0q!>!X^lL#5s&${d%wf^OGn%$o{#beTquM; z@PFn#skpZ|&&&6UKy{N_{e#&Jjt^wA7gPQ-)@gal=+-Zc>5?_yqORI^ zJ}CU@YiZu@o_I-lH_&`mF#d>Me*3C>Q?S+=Eq^qwxJPwV*X z>$PzIoR6h%U-Lq+GWO-4Z9kWeQ-z1S?*2zYZME7lX%}hdm2`)YFkxlw00LEyw|l$! zV{QZvq_#8dYGaB={8IepK)^PiKzuXjf8SlMBl z{-DU`=5S8Q(trpOPs&8SU&le%svxZ~uOl-(*)f{XG<(lR7BwtaM!1l8DHm3m0I3Jt zXRSc(3Pbu)e*j!4cbQjqxJwmRP@APQZMg$&2h{UWsFA0`4@|%LW*e?kM?94vqjFmP zwlI=!0rsB8U8COh>AKmsi1F$E3FYC9Yd(hS;pC!718?o(>=81B;lM`Y;H?o0r?7~` z2Vdp!2!9~Z95s~0LwP%#Fg#i@Q>nYGO? zWF;{?h_%S3hj;OrLWxzBd&FmtiV*zMkVej!ZLLq^6e{K8QL7SG85M!!ji|9GpXOzR zTN6Agq}Tw`u{sYVC1WvD*dc=tvDcK=1rZ;YJY*<3VnouygxiDARXwjO&`97u+`Grf zIl`Vq#B~Jh^xDRKG!4)&vx5fcnghmURsoZWffV*o}%bv;{k-M;;bX&uPM3 zN<_=AlsoN28kuBcV0zS9QcPzGmup6OV2nI>LZV|5##vP1DqOlp=11J9whHomYvH>9 z=kAImhKkgRvvfmVsv?w37pqu3Df3Ud*@CEHKY6$zA{mW;XEkKvk;{H81LX`gCFY5EMtY2dxFDyLLB!hO=h)hWB<7 zJuz|eE>g!!wrI<8aniKH@jAh+ka%M)fVPQ=2#mIj2wWvA#$Jf!8m)-+MnI)Y^5la{ z>BvqGD_r8u=cua8mMhi6sJzyN?8qn+Oe$-vtoR&NCH1XBLZ@O$haP>R*!Dat`Ha$m z7WKxudYP(>CdzoCM4=}O*ryi`*7F+O{Akswo@ax#EP_}7>)oU$_c0-zuPZTtuU7Rb z9c{D53olD}wPb1{GEKG)(x!x>wMKKLYW1vymbYdfTyKAum{nPG+U2^k;r1|IkU3c| z8Ccz!C4HL}RZUZ+zlpc;m<=ai8w^gMX_C>C~hvSE*l-81d$n#kiHrEU#u>#fVvHnmi7IG|Km-`FUg$+CGoyRl5e!OZ}k=Z>G?W;xq>58kenvyQxrCVqaUxHGetfwH}Z#;36kbo`F; zYz(q)B-ts9qKlf&%4}n=wyP(U4887z=L+;Ej0oGZ9{Pr2{kE1YRJG@rVcV9s$;>lQ zmETl*60LXkRP1-YUdgvfqyl}+NqD%vt#a|Hrmy-vtts8|KfBU=I+UWN#4Wlmn4jhb*s*O`lT)^1m*jF`2^BxXROP1LmIRm>wTewZ#2*^Laf1X*Y6$g?t$$o zNjvYwoW^M3Y5JZG6Lj_gt)`Sx$M^1e0L!QGTR|6YO>fs}ab(LN!{wL9XbhYC11k0Fv8MAWCYF8xj{(@x=@aB;ff?8(abtj5=>flIBf*NGe@gC5DtK8eDC-_H&C zcO|-Z155}FeA5GeA0jm87-)lRaPzIythw)P>dmr+F4 zR`yD06dVK=*8kmz{40S1$SzApcW{B-$~T+N5B zi6g$gf|$X=>ESYkQS9h(#~75fm;R>cHf#Fc+L)m%ZfygCDP@wxf{pQ-oT&%+0T1Y^ z|3%zgHpJB>YM3sda0+)PKyZg3p>TJ12np^axFvXSLU0Z4?(XjH?(VKrdAsMF?vbxE z-}fI_dtK{(%$o;Y<%WOBRYr0QjLG!z6UL$p4~r@1mBMtj7DK;yvZxGUi7$ zkGvFxd_?&Q^>b*;bHwC$SU0PVP;R81sQu)4^kzNd+>_MCdzd$&-pMm{$aCyIY|tKM zq(uAIL1+(9zU1M#v&GtisJZ0Ox(hUtAr{v0EeSD}v5Jm=7%#Q3jIp+O7qn{q8>c0o zf@xAxw;r?Qk16sb!^x=9oAq$9#Mt|c0ge}}`bKva&=j}pcifgK{?snPmX@jEibk2 zi3jWPppqGc)KUG^xu_Pbe)oPV63zVbx|XB1jKX2k<^`LUp2cRaE4iWC=Cb^jxfprD z`gVlN=b?e(PH)gs#R-<}%ecVEqLofyE_k|Sq*mbt^BX93IK1WM*wu_A%Y|{OkHow^ zyva8uCd;NX+sp6u&189|MUOy#G!`^n3TojaS>0r6t@4^#NUrY;TRmi2(g?@AS6W(r z$sz@*itw$W$*jieqa>u}Aj&y!9j+ab)b4#Qiv-n7hp+c7E_9sC^=vgRTh6V6HUfKA z=U3*SUVC~<76`xN%{MQSMNFFOcUgfqKU^%G=&s5xt%Fb(7+bjlz#A;!twit)*Jvzd zOA*bfy?MzJ!Rl54U2FOC#sVMYc+`Gty-kF={4I864=zzdU^|mPPAP3YkZE?Yr71jo zC$M3uxn)N=ZS3dEjvM++38E>y)vogQxSJM-Au!UC*OGkCxw)*$c zCyyOIfex>?(>+Pl3E$V9_>#dgrnQjoyF8@Zz_c*llkjNUKWB0~ereM_dWp%TSW1jL zPkP^s!#C!6=b=v+q92y2Im>QCvnWXdtQr}WHlN~C)1?6xPrTmH1h7N-^1};G9QBHj;%YAq!^vO|)$oM9xrB4{icN5#BH|n$3U0S$4;Xn( zC3wO{alDLsp+e@5O?JkGHcV4c$JDl|efCqW?06Kk3$u1=^oAi|w~0u$Sag0CtPjIP zHua_L794p-VmBLLdu<(bXFN9d=lj*u>fPFFk7Ci4E7O5@n{nsEk)=0)aO2Ee@oZ-K z9zFlgRPlZob=)%Y!EFrHhxy1c?aKXiJ^hD}$)^iM{W;mxN8{WF546H#)SG;?C(Mm2 zjFp>l>&Gu)Pm#IT#6K>Z?AI999?H<3y(%94{w$Hb+zqzH$E|NR2|mz%YF#^hS|EKH zdK-JbEPatjJy~u;pN_0aUR!=edG!ImHbkPVetJ}3x$_@C?CP--BrFrr8V-Q24ualcm`c z-TJRPgUvc+8uf*OD`83aw;2nZcHmKJz4`Oc-NBlcRxS=Si|Xv>P$n^~`NG3SOQ;&l z3s+|28Odp1o=5S=(DmS*Q;P?zKqJ^la=~0gOmAir4NhmfsZG1;qDcON;V2rLCS-&< zFfv*gp(lIFU+;1aRvw)S;toymOLev=w@mE%+6`8p-LBu)Y!&-MNltHGXgat&u&Qr6?E`F_1M^C?f9n%cK|b9iE>FBT%XxCnO*9849s7i=Og$Y^unJpo?Nh z724Q;$s>fyd9>j5@%{1@V?P20w&Qr3@Ir#v!4WaB_nKEe?o@5~OFI5raw{jlVTE;O}`?k#tw zC(De6iF(W`zbHjDCNBi@QpRbs%abwsZo=_R>Q_}S*0r*f6U;d?FNi#%|J<0^zx?^# z&Gl3_ZL!iIISYv|66n)ZHQWOGf}FIHQLIx{Zx|gX7s|ssDdlEKoEW%oo=u*bdg>#x`AI*RyB(&|ynyR&IjR^8CpG{ix85o9b=)v$qUKhs^gduye;C@T zn#r8<)>VhqZUpu0)&V$FIu*LI@!1T9`?N(6|M+EI5;a;)(@%xz`J}WSRL9}(P z1C@*;K7Fryq^3Ghp-YqI!9N)K_aaX3Fr|KCh2DuL^Bq z;oaX~EZw2Y$W+-Jx~yCDs-AecdChpe!X7EVc3p$qkuQmEB4!1F?*f!|laXTsHJgAE z$lgwyf2^;bJb`=coUH~p00zUPiRyW^C>D|wA^!Q% zF(cA)5s_B?5Vu~Z&O?x}cvHBFt{~a~M0V!24X`H{W2wVpafIOMUxl?Itnrj^SDXex2_=B9TzLM;5c9MZEx^%wgaN)#jc1XJu^?-v_s2ws(Hc#OBg+BGCK}2 z*BF6RNRm?Cktea@0NjL3&uM)A;%u8gy^5TQNu-3yl0XS%zXxV)p-t9-)ANCM@oh+| zE=jWD5BI5H%xLabC2DP#TRy<;u5UKNkto6yMcpZizkzx_hk9>E^LIHH!Dw?j$;6E3 zfng3*N+Cnt+litN9B&d#BUI8PM-@7+QQQ_cM^C#>3w|3`+{p-{$liufdZf31@a0i- zg{{gv-aA!Wcbljdam>u64HYL-i@e(%0;mfXSpWO1tfWoaH+pVRS zHGiBy`(9w`wHKg^mCdv49O2<7shLT^f*vwL#0KuCcRWf+wbTq>m)H_y%_@?;D>eJygvXynMva_k?*&As)&;cH|c6aB^*Yseogz=iJbWaIqr6CRDYy~-t8rs7TQ zB{)p}=Hcn<=BHMpFEHk9RXuy6)&RXzvS4%;-#1u$&}21==?8PTg8*-57lbqNr;lop zCo*P$B}{7^Drr}G>~j~IZD05i;encFa6W7ga+HwY9yJWDc{-PUsaf}tJX(%SufRb? zu0A-Tw_46V_2&DY&?yz-W0o$|F?EUAk%#7!bHo!}d6Cwk|Jauv?dJ+-Gmnd~KmC)j zZp?X*7Y)XCHDgw`522!@GZ|_88%-p|bwwY*X5799b_(#6Dn)}?bFA(Qj|<5mLNsao%4tWNBpE37b)|>)u^2=7Qidz?BkR^0xVA|$O>|R3-K*e@d zO+!)f{EKVFO%|FX_hediw;5g@4q0Tkv(XoVTy%8zSMCP~EU#y5DW0!}3|B|2n|>*) z$Wc4Vjf^m0j>_cg#wKpM7TB0Jh)cO+5ZsMs-K!Gni57x(a6r0!c@n%#*U9TAAVd)tL0JSD{T$p1qLdRs#}+^%Y@80|Lp#ntludhU zn-YGTXZR4))_3%WhQEYjLWGH--AJb+D2W+3sC?0sSiKA{g$UFwgW*fPzc zenJSmoy;*=b97N$_*{>ao!tDKhrhcKDmsAQ#5kJYO*VF+>U9wfrhOw1f56JZ@Z{l0 zWQ8gg(}1p?V-Qyr>yiALKp-ZJ6H;q4{=uRWAH1EYQ!E5TO8kt{!RFhIsn+dR2)5G2 z{G`_7gDLUq(K`y=PW~iLn%zdg*ahd=tL5L-!Q0aRS;E*nQgd2dVNirotz}qLLT^~i z)ltZ%xa$kQxK28lvRjNHKjO3^oDDd_0W0oC367R37z zeOoe7M#>DSyL~DZ%Cpo9MbiJc+mlid$4J}|rQ~Z&f3R^IQi4y28oQ6R^ofX%SGE5y z2L=O9{Iq5xrW$gu>_PZpsujJb+IQf zDrgyEhz3U}Wr~|6#ZtPhJO`Y+rN@&7ZHxQFp32I*#p{5nd7OhT#6xx1+{7^w!+f&U zoYK34viaLmw8(94#RK<+L&@DO*w>6v#zScXVrg;}1_{8R=%HgQa9_3@J9%&aGdUl^ zNHcIG|C*;gtktThFfV&phf0j7vrqJTa5Btih(BObPj+5x#B_VeMpf=D6-G+inn-qB zzT;SaM^9mwSR#vG##fd@Qwd1O%E+VCA4sJj>?z>4EI-LQJWxEicdW27JX-F+!m%8}2o3CrK&Xl$a>BSP$~bI~66i${?nMb5q>Qnm^cpjcxgyR$K7oxxJ8G?r zA3jkwH3}W8>`>jb03%N1CHBsEf&?t;c0EC6BOF;gK@m=lrVc|1R>?XPdncnSlCqK`N*%r?_w(vwKBYO0=4 z5;fCDQ)-CN^kG`M=yjhv!Czo;D^Pw?2x8n=*Wh|gw*&VI_$uwrVpzL^vR z}g4EHX1NdWY76MDO!UD9JJ+zZxV=ZFm19+#CPi7KN7OJ3izM5!f z*pNgpEfTzFXNUiauUW_$;a%6A&a;{ODL!2Q(oSsAiGrC*nbFDcn8~`)DZUY_P!B6- z(v8P~t~O~Jaa^nsZ?4;!t?#MVPhB$ns@rt4=nVi+JOF_RfHwdm5Fh|}h9dkgtOf)C zaQ>gM+JCKdLMA%VU;udkZk_!XR)ef`{>Mb;|MtxwSWV{dMCX5EH7MZ!VzvL2YX8I3 zpx_XoSpS_hgNU^M^lC7`e`B?OF*Rs-Bp~qbIOkufMvDxvLxzF>yUz&+gNy);0zg9n z;G#hKX3&TzK-j-P4IbuSMhygll+FHOYJcNqFn^gEByI)+VQL8fXW|U+e>OS)#?1iI z7*K3~u^L3GA^y`hgT}ywMf@8#`wP?v{{d={#F+;c5cOY14GR$-3k3W(Q$s+)1!DdK z)R1tI5O7i8a6zztr5ZHe-<3`{bUbt*9ySa<;2k~^5&<&O-?AAh{9mR9gHH&HLkN#a z2pQ@`{Ku;Sn2DfCh>*~TkWq+0i2uN~_rw4&F$yvtq5* zFu^h~BT_S?lKeGlfS)W-+$>l)5UKXps39_Pg8ni!PD~O`Y=XauGl2640A!+*j~k%R zO@hHo{SQ;aC;W)Yzz-+Dk3|Irgn^+Y!ALv;0DS>~lMpJKC_beaK<^)>W-Si*E)H4g zgq4xNVwFM?mqO)-Ff}=Vr5wN?g4Gmhh?N1Z$|$mG_}m&;B3gj&+CUTC|4*@+6?&Or zR|tu0Z7~F^Dd)=%)t2ZcwUMg(Q}?Zx>J#JhxewKqeTs4QF+tIrW6rPnfyMAD>oPt^ z58ZXb+MH9qGvpgjfWB>9=BpDZHwxUt!)>r8N70AX8VG^x*4&EC2nMZhGnrT-2$ ziO(|v!n)wwNiG^?BOqVag)AbU+ zelkZEI%VG>mfx$A$T(lD)-lpg8^=#PQqD9EJfH)C#hY{4FF=; z??LonvnWTM2V-)D-3O`^=f^9$-+9)Dc|5U}NHlR0y*w$Q96@gu`^DDOgL>b_xNdc_ zEqf31)7o3XFPr+v?+7db`Fe(nO2o3C<{%P#zSX#AXCb23F0W+w)cCCsz$}n{XYi z&GI+}XqFbs>LO)m3@!u{WJY|PQ?(Cqz>647?!flBF0zSJlsOHVYFMdiAhENtnG((-y+d>-+H73$vfVrC-<6&aw2=t0St-8Q177|8QB@p2I8L^zPYcG{Y{xVB#rcs@t^o zY{cLArq`)iKwXU-(`spvCeJWu=xb%g^6 z8T*&#EklV3i_bv;!DHAZm@F{|0apM)|^zH&0+U;dYvaKH%_8WAx1Awxb^J7 z4%FE)b#FfOcajA0%VFLD<520yJ5r@}u*JXPyEmz)*o9FRC&SW)6KEy#B?!WQyM=ff zP&&nh#B`hhRoS;8H&m@>)P8p1$O|t*H&tA(?7AJ;>6A=)AJj!ukTE{~Vl#2eCAr-R ztwEuD@usOjfwp!UY&OkE-xtJ@7~?4Mq#_~9eUpGK9T%1N*r#r=%Qi{Bp@ z7hbLknBYreE3uF!jAA1@WHdi7b(Qj`ca%u9$_KYtkbjmR6vLw2WB1}!^nHwq){G{) zyiOR8WX{zc)D}hGPwe*3F^%BfTC}c}RJ9(3P8AK?J-=2}PR7k6>@0`Q#OJNT8x@k) zY*8Ws5Awx*Q-WyTojt#&LZ>VKkXBpjG{uGZb zRiiNu_rrjbo$n;9EjPv~GQ42d%dOpk+(^G5-9SOI6f5X1^{yuW7D^tK*1dUU~uoY}YfUKKXeOtpH zbHWEc_;^F7TxS@37@xf~zUp3;+`Vn3N3j2U8h4K7Gt-f_B(!{;<#g)Z5R>Cwkm}ea zu1#zB*&o*jy##-k3Qqhom2M*M$aD?@f|B%gKDY53%;Om6s2EYAg=B%xHLYw7XNF|D zIIp(;CCSG>ZP2(?NmQoWHNS3SW8t<7NHbUVQ_uU~e8gX{{8g(VYNRYI7kkGZ(|zYT z%~m(G^1EIGSVS#rg$U4&K%Z`wsWE1^u*RvD=Z?q~Q;sxn*2YH0?f3k8?2=5ou+Zt6 zT3e%unpljDJzIrDsgLPE>b@ECobc8eOu!!6P&_d3ouK8AnnNl5!rxV(vzJBn+$@KG z3r!NC%|Re04xSRUNa~iABcGWTI>{t-gj5})Gq1D~W*!QcIJBeR7nppsER8HKuv1)p zo&U(Iq0!KkdWspR+bm6GrDgeztGeLf4w<+Py)X?XHR*A{D9Zn45IUJF{v^y;H^Oa> zM>s-1uVgS<;9COY&`m}Z2?wv=c*wTwf6qcLgACPdryE}!R z-{Y;eTw1g>VWk-D2%x>b?KLrd5>C9{QhY(a5g5jmk_UE1AM(_tarlfm4Wf6lYr%=KZ` zd6&k6D8u*Ty^V>c)uyDW8^DK;nu3GYrpVZ>A>I$##s4)HCURFrtlyYo-@j18&pMYx zKLG#E%&`VcfO#&UJd8E-XAoQ-jjXASLZ&BnqM99DSq1<>mhh0 zI)TJp9CeI6{CC|V-n9HB@Pl5dEzj^QUL|Ej&7?$v+#~0MaWR5_^8}+vv8B-}Qq%{9 z!v};+Th7A=XW;9uON5vtNagLjkZJ1M?HL!`1*hMKy!LpWv|Cs1t2F?8=GF~<)N0%9 zBlylb_DEo~?1yUS2U^X03y6hze(PQ6*ubDp0l}10RHFC7yG1k=|7%m?7o{R{^4*a(ZVpp|Fvmu zRaz&$n-COtYt<;_Dz^IzL*iG=zR&KxKWCrw*PtjuUaS+dpRDhrKIhY=C35(dV3$A{unvtm!4vI0;jp_C^{DE}&g18-?jyP%A{30Z42S}6N3wPO zj?9ZJ?3cGQ_QAi1mOn7@*d_DgI1_p%f788*dw%i>|diT?P0E;-`_xWA?tYPd7{O_jzxZr|>E2)^9 zd?p9F9}12P0*FDe4I0x4F7yS74Crp!@nMmOiI%|$83S1Q8sYi@_VfNBDZF&bvrgz0 z2yPEaylg=+_a-?FO7L#U_WNA%JOX+L$t)Czr=k%N55GP3BTVO$haZxe5aQ!_6df0S ze~ThEuBUW)BfuDPOTBeUOps1F%!j7hPh6V)v`c`kIPeWuOd`!0Ap`*|VG)y>=n#r- zcTtc4bKrZkke~<~*pnafq8iVpoeJ@4A&F?Q`#-~kk-VIfy1apgN{9}@N&WpnZ|_~+ z5HrNsl3;c|b73Z6+s9(hr!T~RqSDFipv{Q*5cl&kpoh*I3nB9xd=eXyf!%{gRXwS< zbOKs?`oIHv^FvmQDRNuhXV-qxWQ$}gC0~EcOkD!_^MP#9i&zzxpR)aU#Dg$d-sw{V znb8BGPJKB-I?-Hw*<4JVLNp zH0*ZY)H1U1)WsXa{iXe2U326T^Yu8h!rZegT*6Xi9C_VR@OUy42E`2*v7~Erc z2mbKOB<2+6dp_jm=HLhIllX;X^X_F;5Mn2`M}79sY?=X>d8hXrrWVi@mM<3NA{lbZ z6a^;WhT|2ox+SR4VKDR-SMvQ~#*eZm)Za_UP@@Zst#hPw!!Q;qTx=|n#?LkRTI{}0 zNK2chQC}*vk@MrR6t@tOK0WyNU?vYoSz`nGjz!r#9pXb_nUQ7gs#_?}07Axd@%KOp_I%JZKqtep~Gm#z(<3lP* z-(<5~?!@tQZFvV1rxC;5Evu+yDsYms*Qf3LitA!^ftWP{#nPwqHxFT@S7E zLamXF^?ZwEIND`^=f-l~=AW!}tX6exMXeyl=Jlm~m5TxmD_b0XjI{I|ykqQ9zUD-2 z(;bf%1Zz`dlxE83mZYRMbQE{rqKdPJ&hgNy8h7m3r7pPU@+%Ka?a(eL;y5qS3~HI& zD89T8$7v{X-T3_4gel!4lpR>jodF>!H^@E8$0bukUDF|v^36>`Lp@Z(mAt=tPi1>F zpYtWOo0=_q*#|2n!@4~iGc*B+zkU@p1h+2K<$TlY9;50~OR*#!?37wCAbun2m&0gr zg8ViKtG+1eqh>9QWpMEr>erX+Hze-Wp6duL9$2zOGdvWc@w8NljgVPx8+i(5r5{YT z9yAPVF68e$oM}!DBHd-{&$_>EtC#=y?U~qSLSr_gbqLEu= zA-QDK&Nsz2!)qV^89Q!o_UtR*9~km9FIygIEbclTv|3p1U2f{x_2t{w0kNN65YCLS~P>w9s3f3Djy=n=VQJ}&+|GE)B$>VZZ9tw=k#oL5+DC@JmG8Ihm+drY*qPKJSi&M2lKW(DH~Q7MC|j2 zZtA?a!D{)d!Foh%$^?(T|9bxv$4E)!^5mseYw>ZX)JhH~c=C36bcJZ9m9QmGE?T{1 zbV?k84AZq@e(Y_v}k-XMj?y2Vu;ANZWeW1)^EL_b=X|YG()jcvn`R+zB0?!vP215 zhyqQ2Rzd=YjxeB1NyslZulR7C%oXVOj;GF*zD)6NkIx-7c)x*{=SVUp!9D#gW$UaZ z8YwOI#1Le*#HzgX(|VPVZ(QtT_V^@@!+o|5ybvS5ly0+j_mX@%J~l-X^Atk*^0eYY zvVO0>$ON^fq%<=F3ZETV&qQ4KM67G+wIEs&o?)}G9=o!QyF`>U?})q%PdiVJiU<8X zhQU52xLkGEQegn!&%nG6bGp8xUstodMq9GP9kJFjGVlamOIuptXq^&f-hO0S_~t$_ z&oG+MvdyJjJI=S6X}0OknBSLxIV!iKe!9wxx-{6mGWxP?NNPhazuqXj3b#6_nzs9% zZd1H;K5u1*s3iB>X^g1BdbxaS6w08p*NlhlrwQUPzqhcRpm8X8)NV1*?5zI2dK#k1 z%6D6Z-QUa0j2AnnJIu-laF?`#cX3f zF`(P+{=Rq3G(K-Ix_F8?`2Ap5A(l?yG;s7}AhseTd@tL!Wl2pDmo8N2#Ge#QCcOy<*#_@Ap2 z+e3k}9W=ok-uNg(MS~mCR<~DlJ;f^l(o-wD8=JFhMY0Vn^mDi68}qkY_X{L?gS&nA zLfzDxtEVf2ALsr*KHIF#ttcQB7Ih-FEry@nXCL2^{D3F=ew(y9A3vrOD7c$GdzG`g zpZBR%`t2se?ko16Li4_dYsRPNk$oMz9vbH5iPgu1H?Q}Cw>o5(QVI_QV^56xhnB<- zq0D#aWEZ_{7!q%b6)YRG&ks#+&+-hngKrO^Z*A-IXOEL|6XmwMZy^&81CMKMZjmf6 zQ!Gd5rwg5*o)6y8C)$pJQlEBNy6r!_t)rnYvl0wJxBnA5V-{P_+2}MK@g#0m&+{%6 ztyc5)gAGC;ro*GlJqhR&RJhqp)bz|wZkk8TOS@OxvsBtTr+Kx)-| zA$g>?&4#jA~_JnvV8OCH$ty+I01`D zaiPX31gk+-I^`;9G@D@KrAp?7GsN0S%Dk|HXY7r}GsGj`+c*?~ZBI@$)Qt<0a~N_u zZ-uEobi7$3`L%s#URk=cTMye15{N$@(pkjF7+>%{-&!bc_EXF=SmB#8?!M4bAKi^m z?jU9e;HRW-j5<1)DKoRfTu`*&eeY0qtVidz&*kVauIMz8cMFYe-+rLru$NHNt;$-y ze9s!nKQ>NjFM`A%HZ1gTnQ4a;%x^hP?*3(oC2}{aE*=QDK#wzo~M1>&*9+ zWmvn6G1$|szfu;RS~Ft&-piDgmgCtX9w+5n!YJ$qRa6v1NZWBFJcB@r5&gk7=k@p+ zsp#8@!tD9RkbvYFkzy5>2YC#f7{^R?^>JZ}T^B~jxE#rQQEIhLc~$irk$(1yN~UE} z5-ScaO1&Emy(L0auB`}QtZ1uwuv#>YJ!gp{7ABljIp^ z-Q=_p^r1(fiHepo$#lhlNQ1h|%5Q9a(6Wr|xsr5UvuCuv=aqg?sd&rdO^wAHRmZ$5 z%gmjj|C%ng&bExU3akaJ!4ZxcMy=M0bz{icFwh9u#Xtr*Fk~}ScK3sk0YSi=FEPs% zvxZdz&zNyiyc1ru;>P2>o^f=^!=Ad!j?7QZj4wGmgY2Q2sqRy-j|Z$j86S&KqiWxz znDa7bAEgT%3=*k)7qC6JF={`2Jk)3l$2I&JRj8p-EhXS_O4AZsG@GV7oMhVyn|+xI zvvx9HR*8U@U?yvH+hEtrq^89cQSc$>ycL?+rMPRr*3$vH$yUo)WqmNtVRFi2S#E#^ zp4S@x(U|#kLN=bHKA9je_GAaW%Efur?@Dj4EoM~j>lo+$i>tzqH$A;GQeX=!`>%Kb z&WvFH*u`-4g69X-yt_2EcD&rLX0@@Tx0e^QogciT;(Y*H1}0+SpK|A^_}_ko?rQts zb=>#*Un|m-cn=^%`%}7)phS3Z1`($QVF$6Q?#%vGgmtq10=^eej3!#a>~GYt3dYp!n=W_o%A_B zafU7fZMkvA$J~x_c+wu)jx`;vhl>8Rib*N-tD4t@?VPmu#rG*m!Eb% z(Vv3xBWxT$pKC9uwDlrLQQs9;b-_$y&1@~KTrrjImToU}V0~U(TdeK+rjqNv#G#wa zUY*V`8sijvSag%nNpx?s7kuMpKu9#$K#_Y$pnLUe)jh6+;f?Fe$WJbVqUdLzG)%TP zrQSMC=s_FH`>*hqO)Kv`xQ8Iis8L3`n-{NReNU--3F_D;%w0-N;P>J2<;S~Z>RL8m zO%ZUr(wE6T5{%7eu)NDbVc+r%?D7j_w|EGfqq4gn4J#eD_|BV=7BN#D#v3I|w_+YF zKp4XIz9?OgWR?jg0jnsYJJ@W9j{Faw5CfHM%1p?%hNL@ZXdG7t2C=33R0VYLDjT&^ ziMi^XdmFQYGF$HP;XYqn?BFd|RWg&={JY1Yj05JHqG(Gb9PN>^UNbw_laun-#@Slt z4@E@ZJ{@)wu9UylWOz-V!ZvbGaHMg!%#mc<^r;qoKCOE*H!ghl88Tndw_Dqc+-hwV zN;ehEbjLyRdfwIku-KKh6NTY@c71I;i61E&>I2H*(0tsaTC?o#dhwH|>Ong}y>Go5 zyv%JNUbl4m&|njR|A~rdkCV+!Gi9LI+(BnwG*a5OBjhro$=F|-hG(iQ2b3!NJS!-9 z3stPp(WIqy^e8~>QOyWrwP+x@3Y9@ zQK{w8d>Yrbydb7M8T}5i8ILg54$54cK!g>VaPH{auuIxp>tfE_ixlUnN8Omg)pQs5 zBDC$P*vK7;NBZ^hpk#56EPMF#JF&YHfM>vyC%A0e^Y(<NBw}PVCVz*f+H3F zm|Ide{_u(k={gxXyLOAHy$%cfN%Z4y58^Cc7L03wP;WNetR$c+>u7<%!&N(43=8Rih-XE!*HQZ$SqB))vvN6;pX!>aw4swRRHQabq-BVM zCcENF*L!lI{UHlA`l$`kfe+C?sdOfg=k-mH4NpyF!h|)7jA{$KC z-VNXt+YJHtE(nTX_pG{7zYAj!Uq%&h?2_Y+;<(Pu6b+nyB8R)~l43069qu`+;MX<= ztBcj@cxLnJb&ni$oy+!o$tK|u6Z;-Qhi#kzW=tpYln~7pC$*-wEaql<&eZo5tJ;!) zO3&pKW3{>_m!*>Ug3<{^SFM!PWeuocxom=yi}KsbqHX?o_s|U>l&t3Mec9-?J_l-6 z)Dh8(qFr@j`;q~pMFa+WF^t(9nkn9b`1|Qnq`a;BzJ82(E_$yc+i!189oZ~~>(`}m zOic!qWNW7S3>3Fv>@z>k1E@&`V~a&#!vs1?{t+4Y)7%BH7R=fNdvFfmCk${S4=e}^ zhx5xgW=diBNoI66+AbH}c?^d0=f9}76AtxXMi<3-4q9cu|M2Ynm2aT(Nh%#Eo$H^J z`LVF1o3RE(P|r##Hb$asP)g5VCjVV`nwkvV&|s_{p5L)pb~7X<1jmLh7fLl;zKlyb zESu_I+}>R~R9unFIIJ$*UrZ%STqW1%IXn_3*W4^UuE+LyXt=hTeH$s-j!}M!SZZ2M zUcyM;G*M1I?01)1UBhr|+4RVpV!ez~k^B;HbdGAIf~sFkTGHvGLRhqnf0W4H@DO`_ z1s;#qdrypWg9Mr6b2Ou{_e#@Q7IdQOd~s;DSTX(I`gg zqG*Le&f!)5F)Rw0mTrYhen}XU;3I6ME8zHISOG%+z~C{LW`e-}BSU?WNIfIn#q?;p z>Hx{Jk}Zld+{~yGmGnz@RYbG5(lx-yL86S4=rCInHC37LMyVuQ0fB_CS8W)nhyTu) z=>cW(db&UASxHlQES^efySj_agcyBjf;xQCtw{Dy%w(H?1D7s8!$<*1$t07!oXzzF z3l5VR@zi>z3J2^IuFcpRr}|XyvjV5h6m^mk`u;#wjA~=I>VzWz*G2{WB1zh#l6E~M z=rkn)Rujt+<|Fa@NIfm4-w*4lCTcQS9Wz}@uPU2EBR4X=^;uQnq)dN!QgP-Fd-YVd ztY|nN05xNMEN^C|ai$Y=mA~!G+RD!* z`KUX`rhnC+bJ^)~gH@ycrD0W~xs3=J=ge|#nfVS*{?U@|t**|3ljr-QL4ZE%pQ`#j zU`EMCYtlj^m_+n8Fm^74Yd$O|*=I*JY-L^nR(pYWE)qvOI=tC_XO4|$K{#6}4wMsN zGadgz5SzN-jeMm=Nwq8*B(^C^5G7PKg21H%%low*W|!nBYJiGnbTQSfX0GgPV1ut!J`Wj#E<=t6mtO<1N2bLAexqGwI+z|FVUNk z)f)z36|d+yAL%LwEDf~ij@4-PG3mF7uQVL!&4@40k}L$k&dz}(22xkwEcIw?Y}e}91H;a|0Uf94+MbzU2prZwNFTf?SCoUKU1Fw zZ~$322#ACJC*Af}!$HAA(f+I0h5&$+*x(VMVG*F={%SZFAOa8?0S*cg073*{{VldZ za2#ak6EgDoF9i2@W zK!wKm-&Pxh!nt8V5^XS;*g&*@PkkaFKz2TH5D{=dusG;2xX^gGuo!$ysgh1TCJD=!qgjhf#fFBW%kO&T&2nm%4 z1%(&@L2%5(00CksGGYXDVpJqzELdU!APE9C2`-Qn8T8k|q5jitgCID7IvK#043?N2 z0goIDfgBf(0vVG66^#NN`5y`w@D2_1H`)deq(sJ|#6qMbfTJXXrGloRf~BBBAfiUb zqee%g#zmw-#i79h{nc>Dgmmaw^ssac03HSe%73D5R*cAGjF?!AIA}}&RVFAdCPEZu z7LEz*; zV&+Ao;l&~S2vGP46#hs^00uaN0pS7w0|7KfK_qTLY${P0IWd5)7{FQ#;3WnK7ef>l zN8^&hW|1Z(mqC=4p~aU4Sjqwd<$#)UgbYdmR~0k~4Ma^%Y+*>cO$%uH|I6m*LKVqT z7^`n>$x@w|*~n!AGK#30KlWw~a$VV4o8ytev1o#VL90h3!GbJI`BvXA0=(ca0Pin; zzE)DC_~Gf>W6`a~ALN3x_E9~-k%7aFPIIHNnq42#c{u9reu76nfU{fJ)NB85F}^ zjLBJaLH}s)SN;0ooT=T`{G7r)efXAC$6;VTA2Q|=rv$F-vo)?nDN#B;xM{2KXDlD| zy#81-QhqvAl-NqpKr`-0W^%D|@?L)@b};VE-KJRu{`FfwOytVd9G{y02Lf|6-+MkC z=au`p7}*G}5v!{3lB&QDr&cTJSKU-S@|mGXmHBz7_svn4$Nmc;SxS{ALyYV7sB)~# zU7PhEJyTEXU|5__1I+Z@W?}D|9tN0-T5dPS_`bUCPmfK9a=>Dzhu)?TeB4>}d|ElI zV?X;Iy2ncNy%jD>cC{(DVU7Bk^*r?a_4;CK^l7uk?xgwcHIrcU9H(}yXGCm9)=+v9 zww0EN$!X(gxuiXSdd%mUMwUUik@^w-`!0q>Wu!u0JUq(% zI{p{LA6|tqc&!*=jqP*FD zLmO4CLvm$UDv6Josi-Mv#p4m>Zg0Yd?+TKpvHQ66q(11}R>ht1PtyM+AkP;69J%hV z^yhp|;M@Cy=owGbIbdP`JVtrgH`#ozeQmys)5b~Jwct4IB}*_2+gzvzhyN zU*|33Z`e30)yAc4sL2KisuRuF%$Y4)U@n`y86fI$d5#>rZgXf`Y=CIFQ>CXKh;O5V z*|eO6RFS$fGI$dqG<@ak-Pp&7O(ICN*kzkjo%zCy6@4VJUx3s0P!mG1o7fkWwuk>? zGvoiD>>ijqjT$gd$F}XHW2a-=?%1|%c5K_WZQK0Ew$ou})9*VqGrP63Rr?{Hs#DLo z&hK{U5=?|fdr8^Ghht6E+8NHNE=FE~S#Z>Bx>IpesnrR$*a_4JjpXPePbpu10Ro_L zi{cy^J2=x@rFuIq`2V=8Qwv8jY+ZU8VPdOH(uf>8cv>4(NVnFt*OJH5<0L2iX_okd zdCo9Rqy6bk&#AsE$-Sod3qeTkEZCKc44Z+ohZx66BqBiUD}8N3#JEvGLdyIX*JBO_ z-@R!sApUwpa@MKfhKrZlyt5tKP7ddOyP`?*Y<;~lZpNt$H_#NnwtYb$-zJMGYFk=} zbVM9M5_3Si=ErZwLggCf2t^xSjJX&(5&8_dAp8r_$l#SYokBhk99`4K)K#YTCJHjI zEQ8pSjRU}wINsF(a%;Ucg=>qhAdF3NFe%!{Q4Y(BPb3uJ}h9%{j*IpQ1Kegjn6W|)D7b%6UEYb4j)0-P$ zx$<);p4)*_L#u-B%k#N~ozHPO4SgrbUdv324@Gc|Ct-2Mx$>RjCaxyyh!yfE{SN>B zHzY5KfLts3eY|t%MEgGFP5Y7`y&kQbckOhJqYNhPeW7?qZ_}`mcDUHqp*!aYZhq@B zyZ>+~q;pr&b4OS==hP%hdyV-?nCd#c8+p87yJF~i_@9kGwOakhz`q;M-r~&%&fI|vq!9yb6;(14&CkUey*15)o$y=8*)3(ag^7z3HkfI<@@fQ z8}b3WA6mQ-^A8o>R4;KS)?IcxPzirQ3`_*;J@2_G2& z55!-db0vO)D~4R70p#^=#2k7Z&VH-GerKtMfKrbR0sDIe9R(CW1_{Si%;4Zf7j@U5 z54T{LFpCC37k)|0hFeUg?-yZ6qlCVNOEWAVZSf*m_lirBc1JOJ%jOpsDnY?A1|Dkis1u2z&4(Qk#mHSpu;REL=+{4!iL#g82+F+ z`JL4!fI=C}Y91t0?1lT{d<_=v1rb;ag_2q)7-;UdL>5vQ=49&c^}|dCDj8X4EmH0@ zydTOP4NK-#LHax|w9Ac&&kVWiG>UWpKG)qR9ZGVH(V)aV=5&o%Okg$uEi9+C5p zD%IDkW4=htXj+U~S+IMd!%vSyd?Fub><%$9BZ2o;pNf?X-VS}puywO3Y?h*LBEtC zQV?I$$HY?u!=<#&GWi1%=3i2=!j(ZI*>^yrM3zW|cw98!)CizLJHfMx;<7uczm1Vuu>K$2$Z@{e4ZOh4Ro2&+Ubd z_9;(OS*I%K%ZN$$RHxDz3(o=LGOt&c_&iGlnB{D1AUBqTp?W6B8T&r#=i4=8v^2-1 z{!EuuO(%GXC6vksa7OQhhumm5wqfN5-32gMqV1X|wX~9L=UWibG!3QnQ-G};7-Ofur5wSXs zgwIvNBPC=~Ts#|&vHO~rzTyjJ09%oi3afn<3#d^ z1=|5D9}%Y-7Ij}<>ZOVNr@hRJssMdFH#R>b9y$@RIMxCadSSHOxFVO^BG6|(ZSgjD zmDC2lJs&|ap<<$px1&f4MkiDX_^aK=ow}sm(n4V^oAnGsr@~V2%@;}~ty`mNB%?U? zJ57#LoUf5m^=MkkmA9aY=6_z6ca9lak^c}fi^`| za8+JawOf>Qo_LW~ZiQX_6oGbOQDVkc6HHwdB2^@xt`90*cd?!&0ArY#RxNH68M0oA zNRu3nEt`$4wJT}BVIB-7RK&Mf0##p*E3M76Q5kF;bpum}bXHAMS^54oUQ|n5j-U{V zhu!#8UM{ZLh-78@0>eq4*(f}bCncGpIi4x>Zd7Vf`G($bWZCc--T>7Pe)`sQ?pfQ# zg#mk!V8|``;L)JeiS#(ptV2^j{$>;kX zt*<=6ETpv;CtIVuETFSRuhMX`q7G&~e)C-RS4W#%edRt!JqiR2`)KRhVk4GS_5)5+ zidC)tSyt#|(}QGd@nl>2djpwQd3Z(&%0@>NZfMygdcCJs2}gsBR(p$AXFyt~%6!^8 zace(y2McbOykJvwB>JRhTRkj_#bnojbeAe|H?Cv^26y|oMYqCNWbN8Ti!u`215w4K zTAAB;3}Suru2;K8MxInWoFh{4{&?q>boeb2(ox7Hb3FxU~?VV?20OfwRnaOGA&mvL9M(8MmW1gsgdn0 zM{YNVb*n~tK`X`J2GA3Soq4JYPb%EuU^9V06=-w7yFg^WeiZw3_4)zO?2&o{z0p{* z#%MBzyx+z+X~Qgd#x`I_dox{y%f}xkhp%o6nJ!Ub>CN_Q# z|Cp#g;hJcGt1tQJ$hp)@I4f3t>+a^6H0K$w(C#^zcX%bmm~r4ZQa*S3&V@&O}7cEk?|6?!i`hgRf~uK1MY@L$@J)mi{4{ z2eydzm>NZZpTqYVd99kQR++2TZfLV!_#s=D@R9lO)zk^s4V4=;JvBDTgpX;hHJPxs zux&NP8$B!6H2D38*i(Apzzfb*KPV^1Y34V zBf8jCX3iLTW`kv_DYNieeZ@3;q5F8*5NVjzd-8s%2{1Nq&-*KFu51D?&c?cTI6chA zrtyzd0ka^y=iMxSd9R$$+Icx#Z`ZPu%{-gUIK)(l3GI6M%8+;H5-aeCk;Z&L_$o1R zT@D>u!|l8xyuF*wxFG((eAk8o{8VH#xLfo<0_?g&SBj4QCeQiC;O2OSvw#|BIz zuP%>I_fPO{mEmV1WNs(wAY9^aZQ$?Z(l$H+wqB~Y0eCh`_y}LLNuUI1epg+~6DTF{ zBR}nXbSnHHvN!s>cj0<=5DDUtuRAZN)^U3F_PPZ+ra`$X$6RH17^1gHx68w`C*;P~ zqIkE7b9UoD_q~srfuc}oa|V9S)N$4v_?>sHXK%{i9vEHji(Jo}ZJ|8rcZJYa7*r1& zyO+ysAF|v{!b~qeRW98}2MT2zY3AhmoNd=-?^{(LW=kKN@cruCFbk4${L@**aeZu8 zlkVU@Se(F48?`HaPs)Ithk57Pp>sN4P-MSdS$@ zd6ZuLZM!@`zu$3vNPd06b`6XMzk9)R*{*w8CJKn4LrLse3hf!_J&Bk@IFYyA@4bf7 zyN0ZSJ8s$<*qk{{<-6jWIj7gS_V>Nc9y{W_zLIJ^&%fS0Mz~?#JIm!;wyw&+v_)C2 zylEQ0dAtVpRog*rIRn$XEsZ*3(H+CqIm%gGhbO!tj6M(Cx<0Hvo5`ui{6dM=1wayB zPFD9;%Uu%NnZ5ZO$Ee*~S6%-8!aKjd4q)xPhiW}((!DsEh9T6QdX0IYVY=^ydWhG( znx%i#Tf0Y`JsGndi?!HJhVdr8q7)tvo2Kl2=i@N`&noTvNb*!$>AcxP&Nr4{?^^%d1c|Ge|}$^-FHlK;i{ z*Nd;;qsr%w;OvXe&L7f&2Rr$ZB*Nb%Rd=C!Q0ciZ>s_yExp(-s!d(iz(K;7E{F{We ze~RRNQshrmu6I~!Q9udbcSIl0b1)vQyIK(b6jZ%0S-m~To!}D=2gL3TAqH*zeRY99 zEXZ3j{Ch&Q^MMb%Rm$(i`y~Ja?Z2;p_mO-?1s#qkMO#iRjrj+^zfF3C-R)_eLVK-F zLB`GiK}+9%e7#!hYWve7RLLY*LJyhqzumS)G2Yb}CS^+v(rYlUy3%!tEYaB#oz3Sj zn+U+}InBs!{qAa=$pM8f;N`9_E<$LopmG$|aU>VBvCMN!` zv8NtJHwtHT_rJ~0n@Gtc9Z`#|bLW8FBwFn1a*lmedjSxOi(_()L#YTHyubFwT}#%1 zbc_w ze<>X2eGD#EW}*Wck^!d?4#o7~9fE?hbLA*eWfQXm<^@edIn<9R$B@s!P2@V7NmeIe zj@@&cnqMlov&7kANvPcjSV|F7EDuY{d~Cz@#?ng#4@St0lkewUCAWYtCq=Pnuit!? z3Rux1FuhGpdEAkf-$|d;f>OA z+wk3Oi!F$d790bpII2&MiMr`}Qb{>clNda?%>7Iz`#EZfN}i`12X)B2?Eo7ga z6sXR{Lg&8kp`&sPAB76>i;Zj>z9j*Vsy@arp&p-kNfBN5`=e?%q(PvTPVrdw>V23S zBZbXNR`CDh>0Z@~mhEvWi>igW=VLZCZbAvl7dZ+XmeO%5ZsYrfUY-4l%0g?$hU;!w z_f&;_ltp#UFq7SxLv>uYIfA0%x^74}MNU_JdtDgp>UD!Y+Vff_j$=F`C=6z%aAv_z zaLV8E>WU{^C>zOoHb|A7Y5QAt>D^%l{PGq@GVy2TUTWd>$0IO5WYgsk_w_43y+UgC zYy|@at<8wpDsN}~tYC&LVhKmkQRqV>?u}{UmXF8&2L>_F?!3b0PG6qs-?vRE4^};& zNmB^7VPsw_r^`w9sn=6+i)^LmQNkJTm)X{|%lW=i*S9X*SU}2=6p+^`FU=gJ-7)rhxa{1q;MF(QX zjcMb}mG&1-V=HfeA|sa+=-@L&?dlUKtnRoC(zZgP@F2W-x2a znTnTEvNSyuhg>NF50&VwN@6i%e{W)(^Z91xLAF7zKo zUj0iDR1=EjqK~}V{^C{|Ys6ID`Y%410k5zwFPVRv24jDO!$Tla%%{{84Ty%S>=#{;SImbpxszoPbOVvC_@BKWKPoyDXHXNr zCigHn)|A1H@54x?^3VrcBXZZL@Fu+}h>c3y@uO`GF*m2!Q>hw{gb;`VcgKf((mD#J z8k4ngbAhD)cpK9{#v){ABSc~kMcF<^q|s_i9HjM&+3b*QYFl8;b1WwC**;OiTaI~n z44BhbzH#xILg#r3SD3OzNb*{+Pjb1CrIaL+!Y`5#9P4(7HS$-|g2GRKp8~F?V8Zcp zrN72ksY;$>CO5bGz2DZa>(5iIZ1%=sG}lVEe>y%#og#QG2D9tB+5iQgIA(TQ+HY8o2NZ=^nkAIxm|Rbq>_*^<|TT#0v$r@yyOT&xeJ zeq^7LCVyc0@tqLO3i&C#Ab~FVEIZkOc@X{@@z1iw6dbAhEg-RGRh@xyB<~wv6Kk(S*KiB3q>oC}xnkH}(YSg(+CFGT^m^8J(Li%qxi3T1bZ4IH$O{ zl3JO-m@6B2MitqKs`#F82iS2%*5_L_8vFJmnR&Ep>nAX@u)^uRMam*Y+!u$SWctM( z8?n}er4xtX7I}qaM3MYiWIk#@8hdAuhj$9Im1Js}FGIn)a!7)PFoyWB9!33_Lp^ab zwrRw~Hw90m>9qlw!e~4&AA|T&%^MpclvBg1&SFY%)uM1Ce;@ii3Wh%Kx*t&5rK^UE zBL=a9a}A7#`K);lCgD+A|J)Zm!V%KS$Uc-e4h)$#0{fmPNOm#qspFS!datMfaYnA5kVpGFfx)@R@!v9 zW{aXy8;S1z2?-WUv71fSpWe9fG6kSR6253f(TC%4TFkIj5)Td%p;HvDhhx}U6XxD! z#UefGT#^iz%oWx`$pey(kHu+V;xG1+QJw<@Q&Jzo6TxJ>yq)8DRn&e3JfvBr(M`pQ zhZ8kf*?J;{w!ss^QDfLFf+@~fvPF{}&Xg_Q<-^v}-NBPhP1S>4STb{xc|zlM8xudh zr$F#BdJc!wlbAleq}wiKoAwVh;Q!91zsQ{pU%vd4!F!)Q|`uT#2YvKJ~N z6JX7jtabU$!#&@r0NT+e9GOSfX^{GX8@Sn_uBtt2*`SZH!%Nw*A~|dC=|>*!eV*x6 z=h={VnI)NNp-Oq&AsN^{*(1#vVE7?e8u^PNb}*Z!Oe2AJm40OAIX9NhEdVlfUMv3N zENJpl`PVEJptcviU+*p7P8S_<^&@7oE zcJeenog%7@61mF)f$Y4Q@*EiH4BQbe%Jjf<@B&%L9KzKcvB3O}%4}hkEJU)@OZoh* z4CxogixQ)bGIi%1ljx=f&}dXAGnOb6R#k?$}k+S2>BAR zj>@vLN*&A;c(9xVelhDu_X+Eal&Um~>L|C)w5$m+_41Mi+%j{+G##TVGVU_Gs%o^1 zs+tcAnf0=|O{RR^h~}20J)XSgw5px9f?ju-mQKIY*^)f(ihf8DjqEQlLse5*26^&j zGub=?)j{3t71Bpwfyt%ngB79SU(k-f;PgQ)z}1jY)Qre~af>QDU5&cRE=hkX+jXzF zsS0SjaH!I*dh)LNT&ekew)kxktAG#tn=A!ttKA+f29l={Ew4zXtNQ4uTPCTyfByQ4 z$j%Nh0rRL{i6oau+Fg#>!jG9=3!__)TON!uQFZ3kh|&pykX1{OEjN$W2-OKh(ALP9 z*2wNwOK<`9+*${srOg{oaUaghXG_ibTrY(0x2Y~JZeA8x1I>-zNCww%_0jYqhb9`< zs4^MhSKX)y*{IVYsKM9LI9zYwRcY+Th|$riciAMP)~pNJv@X`_k<0CAxMgcC@NWGb)LQCJn4i{OY+hRyWp#lknY#iY#%-)^AuaoC0aW`pkG9OyuXOyc zwD!=~_EqDzc()tTm5!Sy%7571cZ%-cTq@ju@f{{S z#J}(y1oA(2hX{^^4vGzegAI<34TbP;D-{wM2O8nuRw^tk4hlFfP#`Wm3@#=p9uWC| zz#R`BIL5!NR0L=|BuG4TFnl0ed?*wG5F!F_+<)K>1(Fa*jSv=*5D|tD9pWFj!vrV7 z1}DM=BO(C%$L_v6bSN++K*1#7_#_C3B|JI@V9!-T+QA8tk zLQ5bSZmHSoG1D`bDHba5mvc`9oRKi0A~eJYKN>G72_&15?vxdu#RQ1+u+HFNAEDyXsh9Y#xS# zy>0ZN7j-%4oDH+xT1W2Wc8|~VuH9;}(^o43hpXE|Na1&fuIEQn+jRP*9s-sQv(;g? z+r(ddzelHc)dND8*XUFYy#4G_efwm_G)*rgF$rbuO2HpvdL`?ry6&J9l!)$MPat`I zD~G5=ba(@#`eEcTrv+}rT&J7%C@bcL62YI(D@K?LDfj{4IBVm4@756V{JWn5{M^RaYW}d|FYW zX))W-5QTc)Fv}->UN)qOZ4|($X@1e-_5?iWy`8sO*w)NxMCfZHmrlz}FXeUFQBkp3 z-nm``TH83igiBrF$^2f^bGFiXRLMv`cGYincPi@=xA45#9!pVnXk473c~w45Aep zwI@`CYeQtNvWkbd^0ckUEBT_U-BFvRZR-tq(0W<0lem8xi%LylUet3cbYCAB`)KAj z4vOMjC#0#Sj_|kqB;RyMrEeYZ*eTtEOx)ix%sM52=QxT}t8PB5bM6X;rH!;{Ue@SL z;Xa5!on=E`mq>8G3eSZ1IAk=lbv-uv5s81=o?i2LcEF`s?z_`Uz*mMT|ABbZfxG>_ zQlLh4aXorM>*qaDS~vJPh->GUoXA4h@JM+8`IIHj%`t5!RddyF>&V;qdqWdHp~~an24~kod+Z>s#Kf=IKf)1hlI-B<4?@KuXWO(o(m#OS5sj; z&v;UA&Vd(qiT>{NN;@`zjVg2X0Sb&eR#AsSywu+V)@(K6kNXA|h>l zF1d6WcTw;AnIta1DUrGEsRGvY$avE_C*T=Fdm_`XHc|xyJe8Q=I1NK))(G#k;eIKe zORY7zi%2>S$5U5k(b{1Sp2|ig=1!4Ql461DjGNn;L?z^@KYpM0Xv6JgCSeLGIDw>U zL*$GIskzIg@emy2kQ=ppDuzp8wkN}2khGY$RwjZKjS>bc3y;7?Wk3=hY?dDlK?y0d z?tIF;&n9rj=S05nC@>H$gMxl>vt!BnjwlDjSQhne!JAqVO{0l%|1T&DgIZ z=0QAX(F1@6R-kHHJc^O9;n?OPn=Fwjw>6yf-zJ0(5zuqul(?|omPBXBg#>y?Y&BVx z6kcecmJ^E>XgWKTiImIiNGd~37r+UrkES<-bKNS=DcLZW@Q6am0{Oz(6J8oBuLdc* zcsm=c9vU#{xlJws7W}bIOceT%0y{REq1~q|b^my(b)pb~0)J0|oSQ`f>Ya_h3Jb;q zCr0X}PRq@nlwQD)s~oHA(@>_Nb^gFW_AETr`Vaf-Lo#YEL|`;!UR9duA!(+Jp@g^; z6{rQAulas)A#sKj!OIsv^k;T6)v&c+=<;_aEIp%xm9mXn(TpptA4fW!FaEMYCmjp! z5Ups3x1jnVT5pH|)5d~qs~g{mid2Tt6vK4+l|nN|yx`hl32cEysID5z{K%agjZS(r zkYl<^4p#?&pFQ)}O%UX{iBRSIRg*ja9Z9p~i`N-9BV1#TQ zQFKq)y|jDd2{g&L1d=77l}dP8!F6J)v_UTL<70+S%TMsmd6Fm>HrO4_P0#fWoE$=? znK-i&DK}o0i93_7ZHvt^ywpQxSR$lAr;@E?(W zDXm|Tx8-Hp>g!fyFc4sJiiAWvRTLgKM}*YSbYG(gN})?^Q5LSOn(LP&;`=oFvQsed zJ+(qA!90$<)2`V5GK9b-(=l_Mzz@MY4z;T|3rZWgUT(fAPmn&JG)7 z`;G30oUW$EDH^*~Ye(QdBYk|2mg?CryW`J&=?JhbzixEN=&<c3A@`f@V91KWnba}sRjl7%DrkWq+ux7CQZ4M_d_Ro>5I z3LEP?hVS6@lI-_dx9a}s9Of6C{pq3<@hA|k$EE8A_cg&noPF76KKbOkR|;=l>b8ca zSY_%x+UoO}YE#ZG4F=`sr4~TAYR2v8*Z0$W?2kW@2x9KBT&0<(?lGOZnpYE~2f?1+ z_)$QgnWSS2Uu&s5Asb}Q4{v-&UxN7ndZ>WQW_2lXmuR!V#9wx#seb7FfxM^oA;ruy zZXR>uuKD`l~2NFJTRR&lLIYJBl9GX!9pX4pL`72gXl~{2TytNFr`S%k>5+B zYKnCoD1R@nsg#-q?3M+Uj`^*%iG(yq1I*3l%7Be2BlA@#aZIDyTEmY{QQ{?d6*fzaAjpTg&tS>-wZ$C#=BjKAh~|g`(};W1cYuBs-Div@cMn}s zqm*<-Ugd}nDvow|k@&v4Vw0diT8TjzC;goJRZ`|hVu6Z!@*7xPT=2_XIEp9&4_YaW zGE|Z>p2Y)27AwGcMDd+c40k-vYSmv@GO=DDVR|iMv(SNNJP}{gQUVG&`#A|!DKS%6 zkrSF7cRiMdQ}y+y_kyaNprnT`X991k=i7s%nns8@mM2`AuYH`Y-D@&!YOFt6l!a)7 z$9TZjYN{`GGPy^*@jAG&dCKmov_NSpU07O1aisj1Ok$V z*}{q$AmYhvs@b6&5%1pg9>SY!* z?cx4=lraaK$Xn@oMUv2a=|c6a`OSto>aXtk#QA87`4}4*d(fej&qu&s2i? zVje*=9-(c)H^OAki{v9>{KE@t&66w3h3Vf4v@6iAp#$|SN$ z2io(E#<5&>VZ5pRj5ZhxBugcTlW{yV^xx7xPGjvdEIGg0asnet(mYJ8DoX3r%cBK+ zk6#6BaZtGal!1sPG?Eolb1D&JBy;VT<-nAyJ%^iEV)|HSMMPv3BFC4Xqm}*1`AwaM zCKRRBX3=bk7O{vhWTC~b4^f*DF9MmLc$V2~S&7bBm2?gn10C5`o`LLXXPNG6y;3C; zU-Gq%Jx^4UTUwTzo-;L3y>%WuFp(GYj@I9ib{med2a{j2!TVwn z$)s5;o}UIu6|kj_(f7g#GLb;SRj^52H9X2QPQHEX0t(hG}WfEVh_7Q%nN03vLxi9MFB_h?X3op#cy7{DHb-<9k<Z<7`8SH$F{h$4TP#og}6oZ zXRgGX!|7@m@MM>#bWv((o!46{w0p;+Wp~0?XN@ISOI%5n)BE>!a#1gI4{~JNuvUwU zMR0*vUd3cj)kP2DbG=BUmV;-_^F>R(R~>-VRPxP`TO|E!vui)IQ}7~Pc(kxNv#(V; zlUcgmH?!_`GPD0rJjz`&3T^w9o1DNV2B<-M`di}8d%uAeqRe}{WJ_VDS>(a4wH{C){)! zcFk+_T5)))E2D{aa7v>Wo^CE}Jy;oU9_6zM;j-B_eO}6;4erC{ zI%}@{*9eu&!dXWCBzrG={xsn0asiinXkcQ7;Hu5Y(|gf+5yW%>LUy2CziP8GejZRM zpfekBInND9cg|dT=vo?{8gT1ay!KvlJsW#kb-j>Y4vJVjh+KZJ08zB*g6(e6pI#D; zLN#LqtI%JmizvS*M_;-nox_n8Uht^0j3 z;WfR8hu0sy)p!nAVN?rQtXP8`Tv*UvXOCV)>KmaUhN(4Milv?U4YzUTU5c-R3e7vY zRk>1CJwFmP#g*;gJ>6g8UBB|O+$@U*y0sM4y!pY-yYS@>}0c$(lQvZ~~r^&+R&hP7kZ%%?#vy8g6827Q6Sku%BzfK>3D9E=P zv+XJWd73%1m3@7Nz8;LfeJqK$P-Hu=)N}4^oFWoj(GwhTm+h_~prUyny;g5Q|Ghd2xdN$K zkGNVqCdk^YKDFi>ll)lio*8xJJ-XV?70H_V@%OmCXI)h8N-yU|;T53`VTL1c_eT5X z0|El9RwEbT{Kw2m#nu&KEUHD<%%PSG1D-9q{0XMsEqm0_wGX%%&_xQ@iG@!qF~dD> z&E`hkRO46AH8tNd9Rq4?_NK|`EePQOdu}wc-K7I>cLv@Gc|P>Z-v^V_2P4}vGg%wS z+D8GsvzR-`u9zVa`c*Aolr6fa=d=g8FH|18RiLY<phrU-gCf64^I#=!t*5S5it~bj;Ur(b|4|q4nnuuHSzT4saPatU* z`oZ_CdJjH)uav|q#7%eEYWH=SmyC?!j|jl|J9< z{N5mEZ&3A8TI?R$XUk`1UQ}D(gnVuLYa=dnE(3|*N@VY_;J#~CA02v#isOfU?2m;t z*FIki7YYa;OY$a@h;RC2&n9$-c2hgMgnzA}a(1ciqHABt?O)iY{}R@}GsAZ_&3>jL zAhp|vXO`M15^^aek%P_69By~rgbRFft=O}5mBktf1|1B3?-a!rreggWG=G7B@FBN!qb)%o(xI)sbQwT zKRZ(HESAbuYkl7v@QfKC(3%dlT=&0B_=RS+`bQn{ zqV0-qEad>Z6U8zjo9#y~&75OEXG4?f!61zP?$8BYMu@F7G1v2M(k?;s=??+Rh?n%- zDoRjSHldKMZuGsIpuaA9opS<)EV- zVAO}#-J}_w22$LxY$}4txmsVO9k{iTV(b#o!AdZK8vVNpGA!sfy`w~Nam?&?2hzj* z(31knD#~p1(opM7g&nnBa4e;*w5s3u4xNT!Rt$W|MqJqm-F2<)gXLa=qaV()v&EYH zS;L&>2{A=J{;29_@1aveCqu#0vsTJ&R?7S%o(stoz2!2Pw(BOoq_*gj_mf&<64^)>!*6560b$^TyL*GzqXud$~MPtf@}aInCkV5P0_JPxK^4^ampqx&^E_# z)5^fSUMsh7MP=G5km3t-e`?LEX?(|>_S~X;kT1zt{?7)Ncy;o%qV+fG?KsqBFj&~` z^RDB*h}c}&l*$W9r@dy6O=+_Yx^Q&08ww!P+GerjW2yoM|Diz5h#>!QkBM0d4;wRD zfaN%KxDO6CB@H>xq#Mtx5oA3djb^=Qq=)pBhYx}GW3*iv_hdJNTE=zv!E1oiab{B* zgu#ix+i@_+&6j5blMeaf(2jZzoq{TP@&2R}QPD}kii`c$TJ8Do#{nMe$jh`IF-Y93 z6GocW*D!m;czvIAND1_@fI3ts*hqw%gJ~IsPg!wQ@5)eK|s!lfrhFW3zJ>yVs zi+`XO;^FSI66RNG<6iYI+6#SXDoDQ1@H+j@O0*@J7okCPd#oiX;(n+z<6RusYx2K|4GQv-1sUb?4mwwRFy#X>87lf zS8RwshB-ROdY>3mqG$C^j#@jZ80WWHUjudtvoS3p?cMUEhNgqL2kpj_J(ZNPYkbNc zZU_kIstoRz?t=Gx775mlMBv;}P3-x;DZ9Z>mJXywKS&K@PA?AG&*lZEJ1=sIWF=0J zwufxyB!U&@{bbdi-?np0W{|nJ!p^>q`W!_k*szuZdMlt|QHn<#sm(Jw3D@~}!KI9= zEVISD%JH3mJu!Ri5*RrNWmVGv_pf=k*Zy(_13X`7PrE&$wDzt4&5D@&4gbNYIzt=s!%go=f~$dXM9;= zfH8Ou1i3ryQkhE;n90S_6pXThp$dJnlYtIuX$fM53L11)=|wQ=GQ^vUok}L9Za#JU ziiGM{y-jDOem~AarKwAU;YFFzto|f%plGeF;<@QyNjjZhCdTQu=1J$O5 z%--6@arZAvO4%!GCPgiX;O7FqY(-g@O_tUkRW?g>EQsHmGY1h>jg8=R5(RF3zszTFg=QL&^+qTv{4l--S z=~KaPyi~#c`#8Zc<9j#A_xzYJ^jE@GTY`NUbnrjua6C|WjKEIl8YMBgbg>2lnk@qa zTlEtn+>JlTs73wudSHI5Mo^EanyAt!1CCk~I3F3Jtv<#~Qqo%TsY#5aE)EDA+cY`9 zY(T}SxeP8aqIj)D9TRq#`rl@Ns`pWU7_zSIQd?D2?0GOzP$HRJ&LmG5V6X&_!)e1L zs*Q}8Jme$1r3H^PXINl4;^;@2u9!E>xI!?44|eK*czSdOi77jtbrN#;xib-)Hlho@Mosa%3s&9{OCTFgQY4+@~0_-_ulFf`o)wa#}-GQO-LC8KI|px zQf)M(PD?RX#&mpF>|M>_MCrkk?@KGpHoagpN@?UVGMi%HV}n1d;@lnce0jZ~4xy3R zH=gg(id@`71go_~5z|}+KWO800NK3bA(qIWaN&=_$#xXO?#owgpr(b|kD?3z)%%X0 zqotOK)KuLHy>ewQuoH{P!~NpkCUs?U01S+K(q=<~PvWkI$Jw`F&rbj>I}?*z_f^k!*U<#HVo@~TeH^UM%D5>>iS)d!t1v!W zO?~?UX!RvlvIf9`K5_y8-(RGKe<|bF)KN@uH=)f7Vki!8q*ZOHgt^WUXxdq$ZR^Nm zoUyBu(=c%%=hTo19dCZpx#jioXUq^^mXLw1#mp89egXR~TyS zKi5LgjMthM!FAIgj)UI9@Ga8bh>0)nKw{mIC3%^ngw!6XrPPIWmiJ5F+m7qiZJ(Rb z9C*m3q^Tnvr^npj%7)pbE9l(!l}^6DxObm7(n@y6@06$EJ)fv#3EYVmFHq39KM^B4 zmASh>x=7Ep_|i!E{xmWi81+H{px7&W?izbWVEZ451s*T>4IKCoJGr0$0>D^}+7=vG z0X>oWf>)<~2KBv{o&1~y?dX7BQ0v}|KAydJLEyZ8wiiKF13s)O0mDQNlqzmi8FX^m z9txR?A59&HBwR!v0yVe;G+pf;K`G=_ynLYDn_9f+JpR|xH8db?U*7%wn@)YKB77fb z!0eA0ca;O2WZjf9SgyFWC+`F1M#4gGDPSr=JUoL4@d@+F9kj;H-pE4qA{;NMov&7d zK9VBJojtH0oJgocg2F<%&}?XcBq`%|@vgxZCgI4%e1gYj6>n~SJVwN{AvCxlwM$lg z8g3?;N-)?ySP_m^&j9yLQQgb$=Uc)*4twNag@?kqfQR^5(Ym!C>(#x*Ou%CGD#VaG z#TE^I%B#c}EcH=m{*1yE)pXAFOdQe&i}e$3m}uuNpBLdsLbfYla{3ster#2CW;7eh zGOkK+6JfAxBGms7g##d}d4oI}V!grU_$Q6bDNC3FiTY&pe${af`4|hyJ;u2oj-)tB z(9+;XlL>2Ojr?hp(3lvgxz8!x9MiHM_RXR;G8V)Il!ayVoe1)p0I(rehUJeu|{j4+=lOst;c`OJ+ z8w*F3g6tTI4<_E@melGTH(rp^U>!@qn_O%5kHTxmc=8U^fCObhQJ<%jn z6g;^k0us}dxcVqvA3rs2E!Pq;lRKVJLMDC)GIhx_l4m(J5H%9aDl0I z>79FQdQzDzFaN)IyUU=q8b$y2!3pkeMT&cIFYZv>-L=K7xVt;W-QC?GxI4uuTHMM_ zpR@P>oU`wpJ9FRMcS&AlGRd0BTA%g(O%E-UA9+vgF<^C5Dg=7rJWwhoj!*pgG$!XE zf6!R}`iU`mUs3e)3>#$%L*?k6X!84@;z|F*`#59;6GCNj z+F6l31-CJ!iop;7OnjiR7_xvoh3Yg>)0DWkJoW+8C zIT(%zF63E~w=Xo45zqy$Jz83Q+0_oMZHCCOGYIXZlHRV zy4Gjq#d&pywJdVvBlS2Tbyn$7ru$(G!5;+nzYBerkSCsCU3Ekqi}Vv3P>`5sNt z(egw-Z!3^p8u7`*KFC^Oj9Q{%Fd$S!7gh6UYMk8?VBKN%2UmXMO^<)?IMtN-I!KQm4=nP zWE8kVXNFswt*$Sy9toq}oGsqsv!2JH-KHnrRHftdQ@T@c)oWdCXJD-hSvOLCJzx@54rbqO8dGdzE2VKNmok=^~YWV=r`9?P5#>~0j^qtPE z-b9DIUTf3FgqdFCtnPB~=Bkd`T9=+fuLZ#zv^4U(l|W>Ja{=804ud<;nhnS1 zozJ#)vi@Tg#uJQzTDCz0p~35$#tZS*8%)COqQURG?f0s!KWa;m>L|U~JJ8*+&vrYw z&Ki({hUCG9f0}kikavD#>mytkBE@XXy%~068{y9yqJ1=iJ2XVz(nFQltu!&j{j-S^ zvx{GCL@;Hr-e_>xWkh(mi`cABcCq|FWgh^*4S<6r`%l?N@b86LFwp}*0w5p(kdOc{ z$OAw^K!6`X0U)6OaQ|AE1VNIbf>|B}Gz26xII9N<3H`rzW)=Q#aXq;I zEbIOCeINeQ_ksI*{|oma0s$yM05o}ER2 zKmve$AI;ya9sm~^;=gg<-?dqIC}hNcre?u$y?=1u->F&f&MX`ZDm*kA1n1wl9=NQB z2ws?#MTbQD@3I~|?0+@&Fkp}{fUp<{Fc^r?|4hx||HJ(lF#+zFaDRh(Sjf=WFlgAY z$k=d5*ziDX1o(f&^`J3vfWW_TJ#bkM76TU!84UfvJF|EIioehg2MQk+^Pj{X3O*1K z9|7_2>?|fU0U+S-=IlR}J@CTpKUqB%B7iUvJUY0kM-1_S7#5cp9iA8y=5JOHnwSJ^ z{r){KOA4?hg~ugDL?;8NlL3PMmi55Uj{xQa4Cx1C)DNi0AJ7p$;J{MA6a16aL!cmm zp#-r0wSI^=RFJfPtsgSxf0gw<0z#;PL}2Sj3r9(dL_mv-3-0UD19<3x{&wuFaw_3SdzRB5-~N3jb5q z1IxZ>F=%;lfQ>jRr#K0*1Qz4Ja34@w9-mR3hCm76sS0hRhAORwC9DbX)WtnVQs$u&* z1Om;y?M9F19S~Dc?An@a#`C!8(N-L;g_kn8*6&}*s!b-dh}PraJRYuu@|7P@rugoD z9nF*sD{vDV@wWZ=TEJ9Y>fU;pmGbMI9NF93=;ug0mwizhkMV41sMrrh0~#iV?7d%G zzCIm?j+Y-Kvsj^UM)g^i(pp?8lL*jo^Eq`-GX=Lo*#4 zN7A%EqO#En@=zpeC~%tv(U?n4>w8u zXpdiz>}qdSkfUaPLd~ZRd0IrecioncAeVn~T)>7$6;;^6=&==MIKH|W&Lv@FnHwaN z|5L#4)aq2I6h(%nY#urSslu!No$fRb`+^&{u+=zB&pKVrdMDI-Df~35R(oK&tfspB zpu9dno1wCd&BU5%Uid}6qVDIaRe*A5Dp^Wf$S-Z3)ph$ zYT4)FPyHFvWwy;@7!wY?bR+S4J;_Q)#4)@@QBF%$ zwOv^oSt|US+Wj+_&BbIW%4D71?3)dHybcQ7xZ${gtxI?ltb8lA>?i~9{?km43v3kj z4UE3;I!~*UzthOOvbmQR|J| z34EfV=`ik`b|;8RKY2%S?Hzy!3z8BG=iQk@jf7CrTM*Uj{+@z(1-gom$=iil)$2y>PArL(a$1|kMo7WUj_Ee50}Mvv*POzUqK8}$mo}1dgo$C zV>&MEUbmB|xaM-xKQjr^yZ9IG0~6^~P^K~}_spo}rbWZ2#S`7@RB|=moh_+!d8BkP6 zh>K0+CL#?HH%J+{JY~~k*yy^LL&>vOP)dlV!=feWIefuSx$kAvk%ptRK-ckk%G;z8 z%u!khaxy^1Rc-7eKeXWH5$d>dw9%W~NnCljGAH+3{_5Drs(h=dwAW8SXF!Ff&+~k4 z%3XztJiSurDMsN|V*2w!PE}!fg;;-5K~K^aUt1AN>C{|>rJjv6B>hUFcO8K=$b$8R zSIuu&wcr;Wa?I#T*^e>G5+jhUQM9&teu`;gm_(+4STyXm)(4Qy|}azJE3|ruUXsYs&h#uk-kCR zh3}&<)mjU{`SKh@g(1~VxfEITBLw6Y3?fqQ^D!Op@^$Lkc?2)JIbOMXWvkbDh3uTQ zeoY!jd-#U}p1Gri(2q89m(k2xDN>-z6v-H(ragzYvW+^K9cGa`TVv-ARTMhK6of+r zik0;K2n;OY@2A$m6BXKk26TiycFEApHg<$iP2Q4YVIRrKwXVu^&9zVXOJ>pLr|D$#uQx29VK%1>FU&u;irU(IuUj<> zV`_EKK;i@7md9|GZDVD$CoD#V2Ppm!IunFHd-7X*sb%A~!bQN=IP~XAX=iCBZMOA~ z=fuTb!m8}IRuN6u_O(}vpcsvaa~1R3fmeQxa*l7uiZAUXM9znuvt0>Vw@=#v*Ps-O z48wSS!qy!L=a)0vxo@5s+q4iPs6=N+2A`FcKV_R%bA59R(+TZ@!Lhq6J-_ai^B9qQ z@38c2W^`Z{Wud@4b{}&%Q1bqzv%=0L9oS%J_64ea{Z7Jt#%EDqGm-!3gaa3$Zqiv= z=VXHh2xU|u}P0=9%$XQm>NeoUQ_$CQ1 z6F8#ctrQA)ZbpM#Qp$B;?L%MQ;R`d?ZULaxSSIB1yWlrPNd*no`)`O8_ z?p45=b`l+x)^OtZcwtjGpb_e_bfEuxR?@nu)gdzUW9(b1WY^Qhk&n5BQ{A$cHTBn# z5_5*suVk#2XSjZC$s+EdPA+cWd$HV|o#ZJY{Ls>@92Pxflie7pZQw^O&O>}mjU7Xl z{ZpyEe}-6imRNKs*$(77KeezHm=MKSpjV6p_(Ob)I&>tl@Wo0+K3qm}X!#7u^}XZX zPw-KTsT8%=!g)sBXH*jYH8ha!F=+hGUmi#5Ce)lN%$L3OqrY1al9cc5QlPFT#*U;n zYpI^yh?5Yk!6qlbZpA^P1QipH|K($-6gOh$7f-xn?Z6}7EnHwvYA6J(2K4)JCX<_qmE&1D`mAWl-s z2i@{ftIO8~DWfz47b3+`Is<}Ojx;YF#e!8DRqSmAhm{(CFoWSX*HkNM{e11!V7 zyNm{5K*U~`VzgUEUtfiFl}aoq!RsU3~B5trYj-<^Gt?es@Q4|IKSHzYmG9Fg=6}PGPM^{py#p((g z3w|PfeAFijFZ>e(GzwTc9-n6mK%s;TA5DB2d=fW$aHmufg|io7nLWzbhe_PzFJ+hq z?lI|>u_|$i1t-lR}++rJZ;j`49g;+R#QQuJ}yAVN52$Bd~{pO^avi5 z@zF?*RZXp20utKvGAp!ssSL5%h;*K$6?ob~$2g70D2H#U3T5G8w3z~Z5zx~9w~ZMc zJV*eTj9r>6@!en;8YWRwK?ujfsfIEQ^Qm ztt6LvJXcjZ_u(ne9LTFnTfjb^`x$&_Zp)7!%dBcL!e1-kHbW`#5Xr;Wg`?BmX|>r1 zEo_E?+2HvmU#^Y7^VQTckIOQgU#3WFFi-9|*@ep-x2(o|SpGHvnnQ_6?Z z{87sM)0U7qs*-8;ScAc+X%Q4%>m>1&92vvx4xB7+Pb`^ts@!_aLjQ>_I>D_j&)VfJ|IN!K)GnIx zjGd^Nx6xFY2uyyF!ERp5`znnSeU-Lio<^jR1IJe*yCz;vmp8YTk0Vv}B2tY>Puu|? ze*c_L@=!{;R|_1ADBt_)H4|$x0(n=Ii@& zOp9fMRY*FHR*imLIYD}jct)v&SHoL-Ew?(HUu^^ORau8{eL+et2VoPpd4$Ar7zGZfz@!AN!Ko`WpKu+dkP8LgQ_1Z-C;>p!zW?=Q^BJ<322D*P%%IqI~ z=|JkV@af3BMC|#bI}p2GFXrD={tG^OhkilQj1;{~K)3uNH)@>HEFdH9Lub*pXWm-J z;PfK$J710n>ktD=FZ%>!X(N4I^AWZZ_WVN?cLO-vz7b0~9 z@=pjpr^HQ;1Z7NU5Kb5%PL{k53`TW8B6WkqfpbI&!xfV)FQekueUe%2i5cJhY(R~+ zqXdvh`hbBh+rAy|29ef2JF6yoH2`K**HGqEiEb;1sCP%EKgn_=Pj-5vqyHgmBFU&Gf%$o3e5_3Ye9@50r<%D+^g|R>yJt^= z?odOoP*Pes zkNG_LRJM@OxuO_7<7GGXDz}uBjkRE7cUZZSX-BGkHdw+prTfyBOT32KHTy+#P4~P{ zWfPQKu|_A?9#n-P=`)!VF_!ML*a#{uu&eXbqh$Akx9hd=i!1)D(@*}k9_&4k%Gi&- z(I%U{HYJetXCk!!4TC9aRr&_T&?d=KtB+NrT^l7?5-Wfk{G1@v*!Qa@oJJ`xt zXZ@bNP(LhOOk=SO-c9$Oa|IcEtmyRnXOWXSzZEk!v@zwQ+fOa`*Kq^r3c~v0d-ph6&pF1Wn)jcjtC)kkoNK_z)emt*Ir|O#oWm5PE2PZ@ zGR1^IE}gpL=Do`}eJ>w#Za(^LG~yoHlH4}9pl~yv zY*y{O3Xa2Cw8{A5uT-8jsc%AD?x-=}7GB)8bYCjh{Qj6XsD~O{WxvCEd5!0LPs<7? z_kR4ewe62~FD)>C%XDQ=Y9TN5K=s}`8S{YN^AHjYyqp=dHrS;ieN?*W-j;uKVE#?v zyKA5@Vu$*~xblFF()W97e-~vTE%qMD12Grr()s;?74#U8f{^E+Ntpde%zWbr(Z}vP zQe|M3LHhEn|3dQp#R}sm3+&BF(Q|9{zKQvL_w?7cniqe?*GZdKBoWxrAFmi#58#i4 z`uf(G8FuR3;i*~iExPsftNugjkLTFzD|g_ZSG}u5#Xlv}^Ye6Pog2HPHGitykhZEH zU9T2xQPBX7o#q3E*J(LfoQ$)oJy`ubqH z#GuxZ%Z&e)P)$gNTMebYG%#%W%F`j>87%um4sr;QyMCF6m8N&0nO=QHVu!ZHPe9x2 z2P{0_I20)l2PleSsi@Y`z}@+iv(A6MRTO4+e6A@e{32~EPU3Z|Oo2iQ{k613F1I)R zc1h(+l=s>VZ3D4y(l;48WQ2sOw@1u6x)Jq(56mz;`B9X++?;U5*506u$&K$ zMCQ~vA^CwQY&Q!x{p=Ug)w5q?Q1tmVtecFRV^f@rezr4$cw%TD`)Z3<$)Jw zKk+p3@>7E5y`2&=0Jyv`lKGEo&T8t}9rXkdM94|foYTjCWtcjPE*jv!!y}X&dJXX~ ztTJ7dFkNv)>}rS}F88YsGVL%R)Id-MU8*=?qNIZFqxx?F`N-i;RBNzwqXciNZ!1G5r6rZFyx~7 zLPzK15{)SFJ>HInklv&=YH|H-m!^>V>ZZwaR`rf_q=3CyMpyFkJOH*>b1p49(PR5U zs?_6H?*nIzcEU9XB`*5mG}W?{V-chh{zU)&lQ&H|8gn_g;GS2pKrz3iK%e*P0DP$7 z$BMn0^^fz*W`iUv8yr9el-(b9YAHjyoA(_f^!QZiSh5|^6_-7jlGoh@B{$?YXBpK> zU&l4Pk7!>Ly0urbf5`20xzgiiD`qwEdtt!tf6?3YuFLjtUcu~~8~QP>9(*SqCzgGe zXmZGRuo4){yx*qAh5xV|tU=P*3&Z8(wx9kH@%o^mgfVYIfI;7_@*J5SL$wl@luK3j z!bYj8EbPz2_4<$K$Ma=3VzY-|mz4*{`b+y#Pd(HF-vJ22-q(atF_7-P-Mt`1CzVW_ zm>~{miCT@HpTiH4sM}1>qrYS9=YHu|f9I%kWcDedi)1#Q5y7IHWQl%3Bz?v$#u`?l zLD=wv(a@kr`d);!kZ6SJL{a<$HTeUk3aWTiI3$c`-54LAt+!BXgcp31FbaDf3uKyd3=B{Q(I9{oSH^*x7ip6S zq}e?YKM|r4NREZ7AtrPm7ch<3k9h6gS7S&Q|80;o1saNm^?AxSk%0mkYA=ep8x65Q zECPb3O#Csq$SDoWEXL1GhSc+0ob%pRn}jVAH9y6(c6kVE(cLIdU@fqZ zxKE*|fAcq~)7uo&tdESoiMvWNj2B(^5rl-)_?yaB7(56^(E)P z{>LJ^jLy*J8jq~m5|T~4p{ONPU$U$NWEHpen1~_Vcf^xNcVO@|RyYE!8ZEhwOj~L| zNOC4r6s1EuzwaLv>G@J~{hP2-$eHD8g%TEi%bxxTFLA_tnGvpxEgNkz-tk1rk z%F-WFrE#^Rt98(|7Y}2>kY|l3BNoo-=3tjBV&PkcNU<0Ps8)x+oH9f3s@vg=FxakF ztOxMowX`ofX@Q@hWRR};{eI8sw>?tzGV34yeqKw&u`YKmt{fOYpO+r2Z7|^JKNj-a zUB-m5CGLyhew?f2O5}>|F#dSwsaiArdZ_}sW5-5Fb8+3~`N)?t^(lyy5_V+UFIw8V zvFZ1XGmmzTn3f91-4hxtFw>?K3mb0cxTbJ0*cP!$Fu!17n}5EgI>#f*d3|Zlt0HFf z(h7-jx=n~`{cw6=8PU>mG2eZ$#!!-^qke_r*1P@9LHd`L9(^ujYfI2a6Wp`Pa~W!W zw&+XsUtYWFvz$FsdzZM+nOk+v2W@2Li(h@{cc;EXG`VV4+j$$Q;6#@7Hnq`v_Cy*7 zS8P^X06|A=B5?Z=h&<394bBN6Y0|j zZHMkL70^`OmZiDDcnN(d(UOU+G74}cJfNC*l0;v;46%6Cc!E4{Us-GjaYZ`FhD~DU zi*m|CJ~tMdz=L7}P&f&(D@oRbO;g@C6uzJ7ZFriGr>nDj;0BoKi&*bqTn?9eSfg0`6)Q1YpWO_AcTNNTAJQ(@fmv}^}@0}ZpPL=PzJ*^DL-g^(q z+3q$wF3jV^Vn)~=*}UTp8mib~HYX5R<;Zz2}NQv-IgtT`h3k=3F~4ky26yW7$Iq3~UY z=q9{;y!)MV%t$(F0qdkf5|rr=(# zS$B2)<~ZAvjACd|aKALplDN;u{&7aupzUWF;7`+vV|G78f-P@1Mo8+)7jRUrEIU@7Em?cN!30m467KpZogyqp`|e zL6}7f3I7s$zYzcgK{#r2S$GIQcecam`rYg$!xhBdb@U)m3LHlU6V&p|~eh^i6Uk zaHP0VDiu=t)pOjWy*F%wz5G+D%Yu|%03VvSDCtQ=0}(0uKn*K@k+v|mN~Z)f)C6XE zPVnGhQ^5)d@2Ap9M3X-l4rq(E6OG4xmKa8g z4K|g|xK19OtgL^P+v=E{g_i9-qpMngTnG|fbWU@WldTw^SQ+eHv*mHDlN*&Icio_W zm*42$D3lt#9j9BDFTs-C6>I(38Q0S|CZ9gCy)U=g&c5M|Lr|%pHkk<9C@Re3$w6tjTMvNB!h zJ$+!P2!fu5=#YhA94~NAdr4A+ZX$J1dZpgei2xQMB|)Ho~oiGPS;JTkF=mO+v5d^Yv7GL_!k zn(hq6-7GR=Z+PHr`a*ys;tYAVD5cLArt>-GUs$BVa>UtR)cv5jOXu*LdhraW-#N1R zqM}N3oaV8+K3DSlJx6tP56nU6kvt}VR7wtn*6*(WK8=4d4pkUt&5C?bs z-9eHd2I=gDK_sE+MpX&M`D5B4)WrpP7X>sWRV9~E4$BEt2DP?`rXkfu*#ka}?1Hnx zInAyqb+ZX@P)|>QTft6MbaU|@_{ETF9K~h9fLQ&yOx2V_+DuPf&}C^8W6>mdX`;Yr|gk)Pt;DT-qo6H+5ow%OucPd$_uruI|9z(x>K|5z^WRgo|7q&L%{)kG2qdzR)_jGn+Nd)2?`Dg1_lWh3K3>o>226k_CL|Un91s&84igB6i42VejfMq_jD-M)g$9KUkAMS@^q0~h!Qnz<;=-c; zrE~~DTtxW4pbixV7X#|Ase{DF1Mk-&0m1z|0$5A}cvJ#pAOQ;e-sGJnhp_<3Iho| zPy1hdjur!*76+LQmYNQc=&PawLEtY0(4IBPAvurCpJE~md69f$%DYc3oXKn zP6?i>7s=Q35BT8K10cWh7!@XKU^jrO)5cQAGAoZa<(CD{h>k@T`{SOf)bdc*0CIZ=QwrpAA zSo%F_Nr7DerK+BMRxiuC!JuD5F(ytq@|hJ(-B8rAG1=`h+uMfME5!CKxBSNEEG;II zo*buJ#hJ@F3fUGPMOwS0mxu|7E=L&YV&8wpWPQ4xPhkZ<MkB z`m8i^93ZoCMHqogZm5Cpond*7*b0w^EX;FhCP4&jP6ZL$l;o5_VoSK-om%@OJlgLE zk_c`cckaf1N7?EWe7H=<)6svVo>R)jsim^A z2wP#KC61V(N~H?1^&C@3wS$e=%Vj(KSrGN&*Jc?Nhfsc881v2JAP;MNRonje<_WD` z3qDSHPL6z;pQ)d^l|-^F#-n9!xZwMmCAnrfEq%eue#BvQ<79hGRn+riajgi7O+je6 zPkE)ePxB~2ZZJl~akWl)8GX9hVZg7ZBz-5l+O2QD7^`+aCRVi_c-9~1%_7+BW=;$v zY8V01tR*t(Q;te-bnK5m)@)+%!nHPQuT{0(2RT)@pAO3~A)n;D*racV$X>Og$;dEd zjYJsj=ll-gPsVx_0M^I+;e}_2n#1v|ZQcD;8PmKxgYlJ3lrHOv5S4l3DsG8Mw-$8j z$LBc1x*ga!nLPEuu!LMv58LDA+gc?U#~{&nAZ#=2wz6XCNrR4!kz`klUY0p#Z4yDQ z>l`&%HiZWSU3EUxvQ-btF;VX_Gu;{#sn)|Qkdt@QrqpMyt4IxSvQs8PeOs_kC^s%R z(I$c(`-)+2?nhCfIakNLxS-oMQ3EE4IIkA_g|M-rW6)W=JP)dnjk?NXqw5h;%Y6Bf zjmu$@WZX>L@bp#SAwMku~gL*gF&tqslR~oIa4ddQ{Xdx3HkU0EVk67NMT$BvTqO@>IQ^fm2 z)}&*uOBVRDj>T}l4(xm8@9xpOE2nq*3=G7_=I}Pzkj;WTtPekh1F-Ht`w zJ>tFQ26jdT;dv(*XQM1^^9OgFV`=8BA{osk07 z(!}P=zIx5PC=%hOk0Pg8IwqZvN3w+qn-@+A*|P2ePvZMO4M&Gp66W9FwF!H69fo+& zDMM?)v<42LMO9=Pz)`v3{CT>B8|F5?t1jspvXe2E*lzkx$fm_ z4QJR@F1kiozuv{1UK)cIOAmF75y?%A>;CSOt45*3@6e#wc>|`Cys1xg3Q>m}=AF6D za<|E+t`oGRxJ6j+gSPf)iWx{I)HTu!VxDq2$_3PAS1SX)_|;Ys8D{Y3K?)|14#BcF zx(8c$WI>+e_#3VHV~%cgK5gaV`rjy2;f4KE>Tio6@c@sIZ3=~qj5-B!DUwf^sEz@_ z-h)?=g4f|W8)IL>dMl-6lhI&`dGE^PgRNDI5Y)=ru|AsUSa8Uu&IT4Ar}G7yGkYr6 z{OZhgAREeHOiCa5`u#eU%gA51;&h?H)wIm1i4G2OruXEeK0|NlqvilFVLT4IH|$lS zpxpnkiFy?(;9LWi?NC=$dlEli5FYVI6RT-aUl5L|%KA?BWU_gJ6dGLgOV@?kJ zBCe{W`5xoJ%fRZBVZ`;umPD6Mmu}Hu(Fy-8cmD1uBb7XyUPpPLWU*EnyVP{`-eWQr zRz6mQ@3?HAqN9K1@-ZT6fxwrtHwjy-(4bO{ro*8-87CqWH{xW-I^qZHIh#}pLzD8& z!Q}kgw{kTBIl);TLEu?q346ZDDs}%%lM#Gz-WAntv zWAnX25Y>x0$tag<=%L+Gl7MT~SE6|8jvLawJ5F_tD6<>8bP@WxX8uKxzMGDUQDanP zXPxJXHziAxrz%-_a^a;vs^Yq0%$682Q~s;=3TuSG#URZ0ctC^jBzRXiu?qh(4r=A+ z^}Bnll1|nMGVWsOfnDoZ9@ohXNSA7Q%EQ_XT(5Q0J>)8R5-!vEoogaSP{DK_G$OD+ z^zFH?eoIQ9xcZ`jwsp`yq;^&ksgFTXViqole1x5Ry^3@gLu;jck?>WpfpDdgOU@&> zFTBa|2x~IW)vLoPeP=Txdd*W3((KcpAV&vJtsgP=Q>opoW8J)Q1`c0eyS3Kj+2m93q90=C zN$znrNdw=sZ?_9{FIr`9{Q(9&orJz4e#vj2qJ1Mj>-?yE9C8%YntmPTet(+T-hN+e z;(Z>R|9(=ja5cQU=5yQB_EtA2B#Yse>CC^&mKcMsf0;;I&ZatMEO zb8CX8?^qV@2-u`sAN;VceQ44GE{6i9uw0le{i#L+&)otk7Th!+{C}&X1ZX(m-Uk*^ zyKvG3al`v|Q#yFpdahZ>IfKK=_d!aU`eLmC5-UM>YQf}g!L2QRpb-Z>c%Rj!5TjC$ zphe^*H*d{Ct1tcEk!avzT0&|M^y}e5uHEd8C4E_rDc#^hIYxcGX~^kH0|noywPiy+ z8Vdw1)55GXLL~!H^PoM$!dX9fXRd@xmpbFjzy<8+B}tJV zH;0xUV;GdWX2FL$xO(Rs>vl>;j0^;~92=!5sm#Fz1i5(jG^_8`X}$0tTzXe48cipg_#aTflA#=9;0Or9NINwq(fs;myrOjN!$@WN9K40?40QV|nr-mZW5kr08f@a9K=+g;d zkAzFOBI}*(F@kug2ZX02*%>o(>&2V z;ND|Eiod;sZDArN=r$A#Y76rkkN$D?2@!M2v2|f1kyVowGu!mT!vR8)DuV&Zk6uK zgLt_U(hTh~kso8Tnh=JcC@!5?{KOk&Wgg%`jSZg}Vi{0!>({82X{#RXJDd?K9lDB} ziKLO<55yYfj%iEBKURVxQ^LJ%&Q$ys8-|yijh+Rv!di*TXn%J{<^$4wlM3y`PkDLB zRx3{O*6@B2@fbbHB;CzEv&yUwMa3w|qzcYXH%wN5|Mn36!~E$(Hz0$4EQPEs2dW&a z^duG`M8RT=Vbv&&RWk!wCihQkj1l2*QK zUii#vo}AyeAEjBn;mIsA(WtxyxnJ_CT=SFz^7s&P*!`l~Df9hQEl+7IK0oJ+ujvY$ zq6n7fJI4k6#t+{d%*4zHgCr>W=$TnTtDd#$;)I(ohES}AlQUp}YD5;|FOp^zj^G+5 zx3-UtRaQ(OQv{)rW5NpjES#;64=taO3Iio)B?<+y~%>YJ~zYMXz^`w*Qk6b zrambR3a!}D4xBux0cZ2h_XDP$t6*%(BEo7%%PVEmt0)?(BX+6~2%;MBRWSIl2erO8 zed33vw|KNH<9)8%F0O?y#t|s13!={4!mXo|t-*SqD0OVdc9JS(@F*B?DIs302VG zy~!jg1KXzD=``M;soZ`Q?LNGD4XL!R}c@6jw!f@D9 z@KR%g_(N>4dY!iO>GPLWyhQT8BaQxy>{n|ZDWya9VHlB^9A%g54z#rl;jhfe z7~QcMQ&evE*dV2N?f$Dg!x(Z8t`nhn3yq}oQ5SXEjpV-lbxmJALos45wo36%9& z;>Mi}CG4Wm`!TFL2bDdE6W&Drt{2IIj4ePn%?5!KIWt6V+r;%6-q(SC;XQ9NUM%y9 z5t|EF@91?JRVUs#DzQ1^?mb7Ui?O(oe)v)<)jM`S(yKx|?v|B)!r$CnJ|QeSVT7F1 za#oRsgt>;cxL(;VW*2E=mygpmubbT~l-+sbwaoff41>JPtTf$E)PV3d=?7YBdCf6h z5EdXt04jqT*5iTv%R`+j{?Y7wZ^nE|#SfLEy=AMc=d;)?LtPUsR$ViN0$FzFqcuby+)pkBZac`@gHUrHg6V01BRk|rOZ|EJlEndiTX~;``(aY7kU%Tj+tv5F! zc{WVD)@J|$A$Fkh)47HBY^*kSKoH|5f&BV5!#srwQkaN`KH($EVC6bO<( zpV#(*s!m&}5SYC_Uqi|6XYAWjkXt@{+x9A7cYrHg-(1d@pF&q&fM-grshZC$n#@HIB zbMM~E`RavA@k4CHgW;_d;3r{$uB?k^W|t?e5IxPV>mNlkU2mAjYuarXvc*VdUtj&q{99 z{uiGkKGt%}hkd5^@4LRjFkb|L%RHsz@Y_K#2cG&H*nL}f;8Rdj8;M((ZI4U$U1Q^K zi^>c`*-WWgF?)Gab0{cos8fd}3MUZyr@$F|g{~fKISdSvUkmW43QXkbD5dew>5dF1 zog^9%-A5JGhnzlVR9d^@f;$?KvzElezGr8g{)J)PXG&vp9Ghn=C`~;vo5BKTRrcct zL>E5=FCqk!2&;GhWVN>|G@NezLVxDp(7zaq#^}($BvG#!@7_sXhG>vKjX1w#ia(`@ z-!%We!GFGcjdHA9_6yVR>J|R#l=14C=}2*7S6J{E$9KJCEkKWdRz55pNlZ^D9qVS4GAC|x7 z@|59Ded?Yw@T#)ImCgGDH}}16%T31A9e(xR z<@Z(Tm+N`Z`R*ghWz$RPWWN+beDm_b6<}Z>-53W89>nYf?^f{yXO@U@-R`| zGSjpC`d%HoBxD0pd}Zj|aMym@{-IO){#b)I6%cwKj=F2?U3>KIHz4$K8GHLj;C&_- zNfZ?g9f0%?s0#wNSvF80F4TxTEAaoimrkfb(fOp`nLD#L5?BTAN2xWpFP%iIR&BaE zcOaX_YBp7<l;c}$lV_NulGI0Y(*6uL1<%rxePVtC?e}OtTju82y)&_d-aU{A= zSb4#Ar0uN`$%?9zrC2LP?QT~VGkM~%AEOtqI^2eFMpWsaSQD3^lJoNZFV@cSzYext zusha{o$T0d8rw!=v$36qjcwbuZQFLz*iDl(ZYF)+cV^BRocS_e@4w)>e%HF!Qr5P7 z7bn-@OF7!wc(B|3?r=63GBZC@H9M=B%h&eVw@9e_3Q2G4`J+=SK$swbbkA8;;YyQe zrTKfSaJQPZ)1VI)cVdS*}3?qs1nn$mJ|Yb6dQRDoL5){J9G}LRN+=)|Bj~8O9H7sGO?f?$<=p_-967 zqwv0X1w)^TlN>uDH(~}+=QD)>GMSM=C2Om-(-;1<#=^?}ZR&)9%HNod7CnNCv36wjxlc65>&5zlE=YQ4(f{fYcOi zGugyOXiuE!{r$>3VbQg(w*G|b$|*I#RnruT3_<*}48cvFY=)<$Ds0A*t9ETRg&CG8 zdF-O3$T|Ik7CqNFy|C?u3wEgtQh>?o*Kd8!>&z#-DFR&EA3z=0mk2Db;o#o90X2Nz zi%z3&mqVg%FHmk@!)5R=GwfiJ5+XNaw2Hg*9B$V#1soPee_;U7yX;$&!8xMQbj-VGYFMuWTZI^AlAGyf37uy8erj_kHBNZE& zREr+;W93nt%j!jOtAS}Xhw(npbY^;yF=8+qzend_k6X2uGqKP-;-=OyH+SZF%A zc_XH`uU3IrUONS4+uE+%o`u>*`P$i{%42hZP2Ua(C~PJBV$x}a1kCC6!dd1sh}|zJ zCWC+DhGxY_0l8to?#Rx)UR+!o)b$q=IG6@^H=`KdEn8Pw^gEPWsc;UzBFXQ@C`~e% z+*Itm0W}DQEv6+8{Pa$uzX`(rK5`V=Slv1pX_g6-r1y$2fC*T9XM+Yps~-lew)46P z&z;n`t4d>+h=vH`1P^KJY41Ums6$}G69@AgAnfk`Z2BDe$z`8KU!U`%Q>%1{VJ9rQ z?@OHzC8j8Fx1oqu)taPbDC<{>p8peRq=qh7F>HfpOaCWyI(GQSH`;h?6n+*$p1u+b zt3ooFU}YS<<=9Y3+8;Wu&4t|1zsUK$zHB+D6C_wDCL^E@jA^(&^Ye?)VkbXgmZXL(%gcQ^ymg0&fJ z>z^KAi2H&Q?o3$H%*Lli=4f&pjUj)K^WL3}#Td%_75bI(t1F7&_{K#-Oz%)DjS0Y_ zsKXQTF$!r9%@nU7z&GD0z92`I!6>h%xM5K!*E?@$>8&ecd|il?Bq8bcPgkfTxet8A zK>QT?yeR4*SWbYk%2=g5<{a->ab94lYD24JKxkfR%s{7riKRHVOO9yOr2ofMs|NLs zxF)?9AWg_D7!6m9X;eV>d!0Mo+m^K=XlVP(trXl1s_naYxE!S{ZbYZUm2vz}QFsuI z_TrG9nrn1bw3ALa|6KI%YSXAn(l7Y!+QrG%=#}_(v@~56O2zi#I;GZ_A=0~X;`r)N z)~IivHFo~|u8rZdQt1CSoz$INpt)w@_-3lk&|T+)A5?7t7NB!Jj@ZHe5@m+?q$Vzp z{%Hx3X{}a!V>a`lp(D}t(o?@jj?G8@&Gj?ryjr`~JuJrAu3 zIp-fT*?GG5lha@^lSwNmP^xPvwU!KAYODRT^LBRpuguB*8YS>pH}&v3>sPd;MLSJ) z5$|mB3f!#&DAQ$E)Ye9&T*_6Qao5;|5qj72x2Yi_&ecZf$ZjJ5hi-eSoNI=U)mOSAp*YA!gSMkjMJd3k!or6qo*x1~bp8f~J zKHw!=tYqE2XpFTC*Tv8=-=kiS-vN2&;*6+`MaO&j#0x*QUwc1Y?0SmXHJn#pjYV@+ z_cL1%nzq&BPhp*jKk-Ub&ekiYvnl34_9iINi+5SP?>>ys&8VA32GdI$a+a<^<^+}o z53XDM<2CB4DmuVD7 zA`nE}z5L_^cf~#=bAGK0@wzE7{Y|Q8p2o!URbWH1wenQQEHy&&@Qv}7=eml>_*}b! zl1>`I} zu(>HJkuur#M>SU9bcQpCJ~ih7KQX84To3shFjkJHrKf5He@pN`;!m~gRl@%0`?negep9(3y6eiu;k`p_M~zwUgE zHvRPv?rItTUFCyPWYxa;8dbt?fv=n)p6?d6;uUV!w!vOk5Nfw2CuT& z0sab{P4gkqc8WxQZf8T(*Vpdg4_{_}XLorowjonY;=U@|JT#n+5jx!F^iVe8d1pxb zy!8#Jz5S{g6Enj6v+~mMxZeY2$Yq?`{chB4t&N;X%@0l=ItGEJwhEC#-STo?0ibV( zv4$&$ND%4mQF!b+wPb}k5QvBfZ~#kwiC|_&@9p0ZObG4eOAAhc;K4T*D4F2lxsBqb z5!z1>GPP)LQf|69=_?EniV1DJ$8QD`73R3ME)ddeCJ% zAussgozVmWMW`3?XeYU4Z-u_!3Pe7qkW996NfeiNMpjYx^w;)advwt0O(kbsb9jMZYEHDo6Sh=AK!4BK7A z5MfY00p9{rBmlmw2SX81Pd+uOFrIeqrNU=3uG_;+im+5_5H1YW{*k)cfCsDTN@O?;e?c^Wd6{I zb(|~h5VmniQDOIBr%V@oPq1;z^N$If{E2o9a$DA6d~#9dOoD~GvXO$xaUD7L*I`CK z(X?MJ%7T5(z*2u5^mpw@x%;%K9??k`w4n{1%r)TfMcbIQq?{G_)WqV1&cML7pM10I z^c*?3W*z4-h#(@NyWE)ijCH(+WaI)gL-A{>ihG6=;!B%K^%o4$m~;`f&4e-FO!nH$ z)1Y+8jf}sYwr?8)nwwRDkXukmvo890;Lro`?Y zph9)v%mXtYlraYUr2@9m%(m$C0qJPH@g#JdqW&2Dl&C@jjU1B87tRQAFdM9WFJ8>3 z24V`b7oATyeC!B!*q0zBh__jrSb4(;MdY_xtftH|-brXS5jJMS94ENm(~)IpTAxA>TZ=*s{fiiX;QRRo9XgV!9QSI-a8-zw-mOU0Z%N%*cRqk%)nkcHSaPn5<%HEd6)zJG@Ix@xBrq#HniIB_T31#_khPC2B@MI|Y6c>%iEYdh{ zO?gL^jINxpthLOp+3c(pUvHJfw>5~bYQWK%kEm@v1wrPNhKKHY%#tsu0UT4{I>EYT z1=MPp+-lO)dP(1U>g9O#{rXqXh8u-;qntLMlD6^>wPx?aXm4#lW5%{Ei8R#(|1#|k z#EoE8%`Q19c?GS$w~b^M|4vM;e$^Zeg3Un+86exnFoSkWluqiU*!Vs6gf(aSrT@gG z&J2N8_M6VUyVhut(p-|r@LTr6*08beR#4|^N#Is4gYF8!AgFY!Dln{EPIog%eD-o{ zw0>!J3~HMWPwz*Ps~eOfog&TlbY=P3Orf}MdPee*_rv|jz&Lw&k+$aloucs_kF zz5W-I9V2i3=pwxm27`y$oi|;BM;8MXWqtT$y)CF+xb9s_5(6YPp=;d@WHoMBwH>tJ zVpLZy=(J**=>gy21#>b=-EJ^bt>?BYETV^vZ59-&@8!S~+(Y|CQ-0KqB# zSGezgvE}^_VcrL#_aB9M{{!y(5axmX2UQ*fBmf2yfb_rH@}K~)Pyp%wy@vaj?E8-? zTrlzfMDu;5Z~-6MyMI!+;LxxiaNpk!?tk*+{hQ{4`0t*)e|2ynp%7re|1so!6mac< z;0Qp-j}-pnxK!gu|mmL7~Klp#p?Z;lfc7 zLsP>NQv-3Skua&zk*Ki{Xdvil0UUJD)c?SJA5B~<1~7I8I0^A!qmuq-8>9HhnI=sbsQ(|fyvEZ1(w1i^?MoojT=^g1K6@T+trKZj5&cB_K(YV zluI1W%GFQR!)|2C@$^r-jpKnIaGz{`n7*Zl2$Py%tsV3yLmD4uQkxkI6MvOs7sNF7 zA98hK60?^n4c9x$KAQ3?xV=Wh6vq00WILLy7gG#-92s4+ohEldRyl~B9S?Z{{bcWx zx?0Yi$0IM&GyG|9E?mQAG3{*nNN>-T$0ZrlL@fkon>Hcq`a78B#0m%ZSR0NrnjBxu zpOYH0SzoE=cY+!ZopwAyjyORf%{R^Ke&orVXyzOm&AGlnTZuiF(@EvLNThLP*(gWz z);uQm$kbt2B0N!B7S+0+kG4A9)k zBY(Z#PDTmlmldZOu0Ix~JyGC(^_8XleUJq$z9y9E)wW{d$xJC#kggB;^d%jyeyup) znpR6bEs7G}BIeATWs)U2ylgc0_uj~+g{*J*acMUnxLWQ&YrK ztpq}sZ;qUs<$qKZbsfPXx1NExY4ZPc$`I9vKOgJ6Pav&cbeq7LLp9zgcI*T!#J7#r zSFsR5BW*fQJB!5cn-Dr>PzJnKe+;vwh<*R_DAy-vT*f2n;4 zPx5n0P1e_&1i7UdYdeeAE;|ROf9(y}i$>m%*P&E}!FLcKGS82RPDL$#ks+v`lf1^O z>F7zfc5eIak8?I*45MDuyXe^e*+cxygC%dR9C*K}Ixt7G<#wFa*y^JEu6sY~?Q?lE zLXLfAi^0Cxwb2!pa_Oejj|fv$an)5$6Yog$$~q#y()TdKWBl57ER`5tvn`X6-45-V z(*3}p)<9T4&~0hM*4_w{RT&!dfV6G1d$C{{Z1;uppitV=^Jq370ny`JFLkQXAD{*I^F@%DZ3r{g&ilsOclw7crfko*GSb} zTCCs7i!J~ql^d2j)^(pJXWVkBjM(94F!h}B!Ji?xC#Y*)A`HWU_t-)fpstVA3%8IQe!f;X0r z3FxPyMco&MH_`B1(Law!1(;6fz6;7M&#-DpT$0SvBYEYa!%@}QQPemD4i=E#y20?% z`brByibRS^rZs2PG1x#FKp3ucZ73=@nOd)rt4qN%;~@mjm6On#lpzg9g}OUom>4Xs z4#Px8`ft$YtjLc_)Bo|u^S&_b?yns=vHz8(La)gvbI0u}Y81B$%mhV*4G_c=gOY$> z`*Pjej^!3a%_PZbRz^PsTO{~I?h|lG6b)D-zj?&p*C^gKGTb zpUk*d#28d2YbLFn+HFvTzS;|~Uq1}1)sTqCP)f^}Uh-7Lkn_H_FEZjLs-5kGMsu-? zU}?FKj3!tDkvb}Eho_wW!?}dUp@6ilu8HFrK1FnDAv?WR#F!SNY?)M<)%~+-&9(}- zf$ErA$M}3^wrFm6p#fP?`tsx^I3Y#OI8wG^{P)=YjZ1;$5ZJOyoG{QWz5?OJ7etrDD8OXFwW5m1?K zf9jaq5Yb9C<2lBdD-CmILqrBwTY_cuwsk6@?l0+g>aTy z<%bD#>I$b76BnGS0K`Ow@95LwOXMs@WhcX^Ps@vxhaMcVm$}9p8T>l59=?~T_Sh^d z-%i;QoLUYYCkEFG4bQ(mC@?JfuW!6tee>zEw)2u+Z}&BF>2q2Q@P%l}b2v(DAsaLK z#sn(Jh-z-6^KeLo^(f@ivnl1_wv71J$$Ipz@vBuJcrc+Ma8M1VC6R;m?8!hZv7)@XqHg=h2%=Wyd_X1kcQFP-#YamLTdchz^)ZaX74q@TAL5aV^Y0b2IwVX_}S zO>|7+Gj)Qk(H;_hiJpdOV%fvoIVrh*#phG!{9x1NX(Lv%U!pz7^gExzXWdqCUG-Kt z^uMI)zg@~=@=8$Zd+;@&?}FLtwY$&ZvK-<=OrqfW@SR`0bqow;al(P0k`7#bHpND&E$KCGdYI`)#%q5SC4^4Yiug> z=U^MJ10ydqnL+gcpCu&ZM0e!?-@|23n-Mq0&kSUW>KKxNqz;DlpKSRaw4h+VGpjo@ zhk|7MaS03^Rd9l6BwgE7y?uVe)*QQi9$U8u&d`%?8% zV;_gsk1U8nU1>mat1HopbR>=&xrWzhYGnE+3v&&c*b%v@k$}e1uu{yRF#E_QNp#!B z?+AAh3C6TmP7wl}UM$pp`x?>lP&P_1TGJ(=$Y#7})Tq9aF`pcOX04Hghknpc(F!;* zST`|%G3C(|cX)S^tl6kAOpkXknI`rq#4@E$=(wSNImVN~=27A|PE=r9+?bpDa+4RR zMX1Q!z7g=v-ai80!G~HiCiT6=dy6Cd@weZvV_(!V)myg&{yIdO((iO*@!iVdmg=zZ z8WCjfadRY5SL*Tm%!#6K7!YN8=@RTu8eb5ptx{N3gwiB5(vtWcqQ^qSWlj^Hh64$3 zA_p4C+2HKV-O;tvf?OXJF*LzEOWAwXec9bpoJ|t*R(asf!}I48cUl!pXkrW`Qj?pK z1coB@PLmzsNN~nXTxrs{ghJ|1IQ7e7NR~q5vD324k}d^fQ_@0av6BWhzEh^A3mXPm zttEYlk0}ndxhkcHkjxM_3^EEav`))#Yh{lrbNNc+iGiwJ3YTd?lS!8nJry6S?HfKj z8VuGN)&rN-H|E6M#-aLtYW`lIWo(g#%$&NdnUVXbyl9cMejlGDXg(5_`SK`6;*fmq zj&T|i{BS~0mZ#QcA8fB@MPb z4$C8t>lB%eEBhodb@y9tnnrrDMP$}vUaUwOPnp{9HB(z^|E<$}ruFPA8o^9M_{@>K zICaOYumV`p*dyY6vi10_z91d*EZ)_ONsIUysluJGJgM@)bVYcr=M?S(CN`;P6?k*? z)@0nYqEDw$w##`Rr59=A)C~#gjT3Ew@gn}RG{W&>c?ZLaG4EA~T+flzqNYq&(n7cO z;x*Wk6I`tt%J}T}7F`uh)HBV}*oKmO`=b0%$=k8gYM4~Z_Tu>U;?k1Do3#MX!ZN+H zvK;vGXM-}0a093CEP*F4qsP!PJkWYe0r@(X?UVQ2ng`8#8HZMdyL4J>JFYC8hhkfP z09B=`Lq#Yz&L55f7t4au@k$$7aEbC1$1^|&UZjmHgR)fBZ3HL{W%IaYJVj}<#X-ZE z7?$^%uK&92fpklAd6gD(v#dv$mP}seNsCKII_3l>|8q^PWn2k-8Bav3nnR6OJ0|6` zA;zg64`oG_WwMBL8?lFb-l^ebyPvNX$Uu@}g0?-((~qJ;)L$l|7_TUdxviR~F7a7Z zUAyg9Rz((co-5dc=j1>jwn)Yfre4kL};JfwCBdw-q z?z)wCn#S{XD(#7OhKVjMp*ll+6Z%p?2BieBZ4R_6BRoric69{peNWeqfa=)kTpcykBM z@^Njcr_*{uUQ8&2emO%pBo1=|l-eAGb{bG`NO>VPcXL>43krP zndF2&Tr<&Ou_+V@=)>h5av2-8>2#9IOlIQk==JD!y)dMw?^mvE>+>w}sqFB3)t;P6p> zZn1r37qd5+Q|+uXV0hEiM^kX7{ob!bcwKYDC|!Rt5sE*Jq%=+lyU!zE4tu=6j+N-l zE72|-S0=R4TEBw?Oz0sqBL=w{hFf(qQn_Y>Cnm)B+TAi|lYn|cQM9sKi(KvLvYX?W zReb@^(`r@atX=bubaOkIc1>2J`h1m88A}SfgGf4g7H=4FC}S!e<>Q$m0$YBVQRB$k zBMwoGZx^v8fJNiW$kmE=sJ9izw+Tf*nYc{`Yb!MWY5;S*fG4{Q!Gk2YBXWnZJHDbdZ zZ_G~@EyW&+QlYEy64w-Qz5jAugJFi;mpyX6 zh2gzGHnk4PUpBYRAZ+A=&-70JE z&(xXb%Q6@L<+(824?)>!S=enIK{;Rc!ouh8_ul!T#ga=bwdzaPd@q(NF zw);CHr>dbH_t7aBUgxcZYYW7k zYBo@QdaL{jo*NoB1|8q-(t{(HzxE?&d$rH^t9JB8bp?9#J!?CA_K?Wt(3)_Q(Jq>T z=_e8q5w!ju&zDQEoU7=Ux#8(1k(pZzqN@Pitwft2(mi)$u!sFucf?<=Rc4e236=%k z?`Xbkac19}cigM)+(~vrb#!k}onD(FM|8TbQ27*3SNHsmy0NQKe=mE!``Nfd) z@WcFEU;p;&mkXiyL;oBRzL=Gaw{gestGHc{_IAI#d#-&1o)T*w%=I5b1b(~qJf$x^ zVUhrIYL8X;<7hHMP???$Rafd`PlE&?y|-8VuAd2no-6q0EP89w1kPIpp0^2qC?h@R z5xuq)y>z^vkP$wSqV|klqsq`fPz&rd3oiG}tc(!7f!>)zXFTsss$mv0&R4(pbuwMw zGVX8c2aWGMtnD0~=R`d6zm)chh51~-%)xULzGH!*3|}Bdidn+|0^u+jjYkz$fg#M~ z)2QFhw5r0-XYWoh=Jq9GVbP=D{ts~9Lh+>0HEecU8;XKoxGy8Tg{g&Nb`&T9?JHR! zl`p4EwtSJ+(%HY^zMq@wp7m}XnzIWijbE_7q``*A$toI9)ka@vtz7ALy5C<_(OG0n z+r^0{a&n?C#fHH%A+a4cCyM9DldM`(Bwd?Krm@)_MXC}TaN@-;HZCzlCCJ2~YFWv~ zxaerr`C#UHC)mE5ZML~wA4PGYt-4-9PRObrSqJ6V9Fb2RO4TbBMiDVLITnm9DmZx9 z9dB>Fd`n*KKcnMZO8#YFzEW)(*j~C^y8G9bN5o-Yr@G)7SlMdn^#YDzF9=?@Q5Ft6 zDLvh`j^%XGbX+=KEeKE7_)~bv?eVh0Xt=+;%k+6ec(7tv67nBg9>1|5olMWZS}Hgb zx_aY{IEZWGXQm*u=S}hLfv`N^0jIfb87gLJ`7kKM`PW#LGyDW`fAzQ|u+`Z5yz8_U zA0Yi{0E4BNU5-Vm;C5K5+Y+VBlr1X~{kTekkoH=dvDO5o&J?#2>TT`RRF0wzDH zW7e`{5aNxJ-J`JR_#fmGIS+qxqy2Q#G|d$&UK?_5VwlnlLU35y$<4r8Wy;sK`K_5` zmHs|!QF$1&Zi-oWw69tC(sXuKIg!n-s^i&CrJvKhxz^w_mF&4(6>{sbBlrf&@Nav` zZZb83n5Ere^NvC@?LjYTG?kJc=Im;ck>S)lp5)RZ!u?4;Hy?`w9@m8xj}jhrc*gG@ty= z5QS?0MHr6&Ms5}NiZ9mXsUr8!`T{0pmO^mK6T;2K*S7MtU^|urk|^F%Zp`XgHw{wK z6N7|4LdrVE$cSLHi(-CkN@!Q2j!d+wM@E0#Nlz51$^JyjW?DVPNEKYYK2VF;do4@| zJje*&=2nRHE3}|(;eM|YRWCl)&1a`dBcg$V^4`-Se*<6v5n@`rs0($B1(#f0u%sj$ z$yIE^Yhofe?#MumtZs!mTxB zRw?3h^JpS!LQp#z0JurN(XpY7o(L^eqYcx_8k61)tCu}W0RsNcwvHi5pQ|@6~ zC45=J-SH#J)AC43D7E4#)pAa?Q8d@H(o(-ceWhM6(Xbn=-0`C$_@$ zb2R+G@HV@7+hHW(`kL4Su1agT(GNOp6rr(rwA_ZQBIdN_&F;LbrrID%$Cx8RJNJ9W z4r+SWiQv`g-TSiY^D~u-ut{C(-cFMMYhwbmw(DVYBd?zpmE$}+d#;Hbx&#+y0SE>j zODk<5_Owvm+Ja|zIDKH%=-*^3K)H?8y+0z(1C5T>!?9L?XuMU5-nDvNpw$60ks56t znQ>?tHihnplW-E~uX05XjiS^y*~YZ{>3>#+;fBl6BzcJ5x~JO--U&bV+F$%wJPYoW zb9IdCSjNBqA*ElM#Td>~u1FhV)%feQKBcUUkuoH0NDWCL_WOqN?l09TEB1YV=DK)d zF|HxnY^Tg&>l}oF<3aMtNUY+`V}qtu9+T*s_y8Rv(G2N61*E>vGKJkM5chn%>8)4s zlTmB48z4d@M5 ztelZOb|KPM2g0f2N3eZ|%YmgEg6Ha5vA+~Qff83X&(6lg{d>@;jhe+d<_<(jY(Ddy z_4d)qUoh2{y&g*2lSUReml(B4oQ=8$5Yx(3>tOQ9R9ZJH%h}qF4aA&uQ*>Ovk{rqwTQwtG@fZP;76>e?@y*z3;v+-48Y` zgZ$nFU;WaoJv!TL)2-_J=O-z#f7Z~B{hAch^Vx>+W&6W-2o|D0DW%$49v%&T$I;(! z(6b*?eA){3f$uqA_it_)Rk9~$I(7znQe%4-_Pawxz!J6jz;xhDC%QP}_}(S!e`nttmsX^5%|@>(M`tvl}i9w78X3S2eGl!W1pQyyAz!rcO{_A9*!09 zCHhpR97hMXm$~acpm#r@^^Y_!&ZbacC?OFmCiy7cdI0wUX+P4Y(2!H_pNRy@gF3*N z5ZPd}p#=}|V#C2cH-U~|M?pUZS0}-X09s|&)NKDd{6(LsQop#HFYE;rJ3Y$KLdj2M z0n0KjZf7)fjLzePR3=_QUf^JXNPi_7PS-i(y9}QqolpTfuUH~on^5f}tKPSbA*x&fsz6bLyJo+D0T2X^ZtDOmh8Ur?$n7~dK0cuaBp!5v z7#yv*b!CSVs9riTXB)rYT!r1EA9}Q7P*JBJOBBvX;6arKt0;V1_hI-5+fSso*3St z_dGGkgRbbwktgsm2+1)Uaw% zO6ygOyh0i*mMTI=luQ=3t+QBEb6ozSAX{b3I_9FCi=GzsW7QT}fU6W~yl)pHbPO>VyqvtnVlj-NJ z*;y2ef1W-7&M2ixH>}BbUraZp&m7Uqcn!)!71qA;rgs0BshX6%Kag9pp27E=neD8K z&N%ySq>CH;NYJPYRIBpnT$oyl?mwC@-QYo!Ka}JTC}=IQg774eXj**AYj{ zs=-6VdAXY$LRB2G{w#3U>9984Yc%%&n$upGV%tzekmDegE9qcuBBo$Mk(;G#k^=iAaO2+aY zn$PF}y|KTG&V9m68Aes05z7?NjTgLBri+q=k>g<-@@LCZU{zM(znm8*fM9@CRq$R+ zO&lghS&B%6RH&L?$5K|qr-77^_DkC>e5~(UWU5wPtN=Yxx7<4I_y~?!iFKd;{PYo*Ds}^ZeEK`7% z9SI7YbXUM#z_eY|ovLKrlc-&))LmVqJKNR0nn+>U6ekN;zVqd|PJshMSN1>}gS_*M zl8QsS>OllD1cIxfMP%=xSBJ8nzvG#NlO~e zy2?k^nm#6)Y4`Z)ALpFPwPg%$%}&j%q7hK)K*E%N9)XtJo2IGPnuD$uzSw%CR{#&I zR;J5((3GI;p=No~YUMq78RlA5Rz`f6mgbv!@talypSFj{Mht~^lebnWg%q5PHuKr~ z!GUyS(gu;WmTbSa)xB0Xg?RIu_QI)Fa+gZq5@CDR`T!!KPRli?1&E&j!gF4Zjq3yoEv_JYe+XO`}A(bg27 z;zX0~W>x*B1DH@84qmpR%_fEFUB!02&ei{5Q@A2Kk>{eUJbs z05lXp6$7U{{Vi_|IXq51^hm^JSaFw2slW{4_zNT1T;Jp#6O}wBm^)Z!Ux*-;p+SF z_WgDBIsZlbK16*V&07E(A^_*#u0ALzL}?_s zfFq+o!T&Y(!9$>a==z}HQ9t6h@Q|p8A9Non8W;xJhrJIL`X9iL86DvH*VPA!^bg>N zhXI9%0S&}}LBN26!GMSUo5Mwez=TBq3-|${K7hgxZyz=iG!8Tp4m2tbED{bJ5C;Jk z7vPHvMvM!AjSGeTw|onP!$pO{#el#A(Bc8u@nF#Ys{1~4eQ+os1SAkD^j}3EK#Blh zMDUToMS&&2fFcAVBZMFzgu)?&#UunG5di{-5KxE^5s5xaI1&IY34ntH z1C|6AiWDD;3rfEo}^4MRc=5Bfm+Xd!9o;YsL`@aR!6>Cw?Xg11ayT%Q1V%AG$sc7&cCT6el2x3!uye zFy;byaY6F&qEYa{bMOPS_z^$x;}8k}oCLt7gaCm;fEXbdVG%S2QGli>z+Mt4C`mvn zNr^2DFqQ^5O9R5BA(a&XJ_-iZYY zCmp0(N>acA7d2OwZxFxU;dZ;-h*=bn!sD``7f6TG%i8XEe5O0udNXDis{50Tlbve6Q)T%pInZF|^X{3RqhYn7?pqJ_mkuW)sf9UH;Y3M<&d z*_s?mIZmgo;bhn_!i_q}eL6!~oKo(E#=>81+CfsP2ZJ(UvNq{zGdZ|g`Pzj0aT9HLz*7HZaHNodi0q_aABzYN}Hc=w{(b%2lvsQL~E#-U2ND8!IERp+gF3ol!jjd%lN4Nax zX;DeAv{}h$e8BPNbi#A%x*oKS^72qTZtcp|{1PJ)NZM6`vKi}jq7rlIh{~#o$v*nV z+_T~8+VjDRnTB7qp4N4Nl7O^mDu5>Z7tJB!d|Aq)>6O?>WRY_Y!1(AF>8@L>;;vyYi2pdXLf zu6v}ZDV5$lrBauXy~B`}>~hX?RR(?DlDd1(V%-t_LLj;=VMSoMIfh5T))eqZyJ|HS z!DLi$@xaX}N&hH3x8G9W^l1PWACG(9;7kY{ck-p6ME+&hjVxDV1OBLJ!?6G9l zhI=j)%H#-x81kX!d_Q@qmwlqc@`oOzD{^4NOU5qn5pf`n(ZNw9XPX zKl+$RS5f-Q>o_h<4S2^oVy&-oh5Ge7+6ooAP)(5JUFg~_wg@hFon&G<3bj(pKt`Lb zt&q-e`w;~bV|S${tubbDyrei&-d-e=Iif(id8gnSiaYv1j#0XJOH|)Lw3|w9_KEZ0 zUD8bq&@kFCU2;Ggb6&*2X{(Gil)F>(2LOzoV8o!gIuR_+m=Lm%lA~3WJ^DEIkVTie z=%oEr7n!TuKpZPbvVX{ARx1Nik8S?3lyElKhFt~wS$u5(H>{R$a-4MYsz`!td@i-l zm?U-eBpY2d*3S@VP#MlHhsQTc!r8Va_ZcMO&joJsq3e8?%CFtc0WkOp!aN81<0a-oQuqo(_3~fYC>q0n^x;n} zSa?;Ytuo1tZB5-ojDH{GKqrYvBE!!HiSHItvy}-$gwH0!s}!*-nefQ8iVcLxXJg2z zaIC{*IoK{neGmP?ZsR{2_a`Bb#_&`y1`m)p$_i?mNS|{Ho6gh=E%65h^UsMdiBA`n zGKpErCyp=1``Tk(85a?Du&Y!|&!KUm3%~XbhEh3BRXgyNNDI;`1t8^?ooiZZ=;DN_ z;58RZMwDo)ibQJ2B2_3FP$Ie{Ndl#jlc^obH1g_IQXP%61gsA!9#)r!jt=v+g6R2A zVHVZWkSQ6&1l6U}=cC?z*{iNEKHPunf(zSF6&06Q_P-%=M3a-r>)0j?_>|<*kJMTU zyDIH`5abunD*10Kh;O6u(YpEj8Z2olY}Dac%YM1G8@GXQ!67zrZSRzHtIi}*+Si6d zTS()1VN@Kfwomwxy0lKk#k<#L=%zmL^1TlUC<4w};UCO__r?Jwk zP(S#M*@@WA^c!hH{!esrzsilNU&jGN?@#KcW=?z1@so61U}Lj38uRZ=O69O;>=J6d z2&1WD#b?ZV3Sf0wG+F=tTfMc4-k^1Cnxo-Yj8ro*f97f|dL=0`ymnD7{1_7z0a>s0w7monO~zFt&;?lx}79npCv%bUnajf+m?Ng zG|Sz*RV-Dtb0{5H!b5)Ui0b}I@PuFjG0waYFCvCJoqE&;f3~Ox1(!$DejrG?J{Sqz z^yRl#ffjm=HbcF02vfafOY`&RprDP*>iL7hO$Xpwco!|p;a zk}Fg&qgKH9yX!+oPLzINg3cZ;!vz;5%`g815ZP_&qddj5wPe*MSyy+P^#Jd!Wx(9# z6IQ#Zte%ddT?f;pjD{5z=o$^6c8Y~soDh`e{IP?7KKEgZqS6;@|Yr#j(}^ufB$K!#I!>i%u@ptdvGD`s$@1z*gfJ@c8R zx|#~@ZqcXEv$oiyong~%eBZnt!l!FZ_sTPFk}H*f=i7lujR|%GZo%pf>}|&NtHFZ% z!=60M`$xdR2$-w&OSOmlLFThrnOfX|ER5MCot}j%)Au*|ra~u@SBszf?vCQb--fZ( zLBY1CAwKkR2>ZVkp2_5Hhn6bqXFM%z1o*8%qXwy|xaF`J}G8rxa1jmB_UzVPwt4^8-B)Md|Y=b$Ka)Rv*Z5NWUcHXmGs5Lt8W%T;-t5y$xi=R!Ou ztWlOyH*3$M5Y!TX8+?kM!<$LvZ=3De1#!=20k()fOJbJs;@YOrB+Fyg@8QW1+9oMohF=r&DU@%Je}d9xUzDO)1$apys$NTE7^U8 zH1SBp3@V)C_`firCTn85(h;fdWbay-i{%M>V{XJU@kJws`Q^chDZXqOk(Np(IwN##&*%m7mg)* z8Y6((lf%pHTM3d?d6RFn71p(t8nn!tjvdGG1HB1SOgs}GY2!-fIP zBpN@bN<*SvELo3-CpDRc>UBt9-C{=kO7-KlttIe*?x1I?NZIrV(!T~9xwbe{5$ z4&qg4bWaH*{H7}tXJ3(_NQt;I77+m_X7`bTw@Q1&iGidFEJwuMjYp?@QtyJuv&fKs4VTvpAK(-g zr}rllMJ16u6X#+yZzTdR@E3$daH=6<4hs-3ULyIHr!eL_A}5h|C@*o*2|e<-_ftlZ ztx2Gumqu7Tn&c@xRAeqpWijqbF0xhdHAAsD&~VT?%D}2bUNpI94&BmK&e63{=>sR% z@zHrmMrSM)7%HlNa*u8(CD6?Po#cx!l<8m=qK1`P^BJG6rN9p6_`Q_5AVpb&k&0t0 zlZW?wqB6=Ok#Z3$3r}3rN=(W_fgv2S6}knP*t*H3XhCm7!eeX z`I)#yL}Ag4MI;m+de?d92idU5#@ydWOENdw#+LfsNg`mhR|C8Ld%<336q(4^a%~rKcHdZG# zxP==vx#3kwR?r0*WmCoB173BTnI&m9c*+xrZF40xFD2geRWN$>estwV3H6h5C;-{K z+zD?gf`(GYf}9GsD?~g^?M9ZBXgs~#nbQXH&RW#Ay35K+x~v-MmkMSuKX;B!0ed7a zzjgQqA+51jli}~i&y#f!@|pcIC1S4)3CdOQog`P4)yjOu2R8DWRn78~&DxAS%%e?> zvUwkkTA$2Fjm#FTPA`69+;_%0M*e(@sHP&X(y<9~d|Pi$;$}zWwwKe)UvlN@-fcwe z6`sg#+eF4*7%i)ju|%i!81r#Kleo{i?JgkXqB$k|sEQ@3_BeSq#Yq$wZCnS6mb9q2 z+KG^?S6oV@rX>Cdl&sYL7a)l@(0IP1GRqVkSy@!&8_m!Ox6vW=fvKQ$D&h(;&B6=^8dvA!lw?QS5#69Q8eb4-j z>Ts==9vSyu-56DU@trL=ojCm<;OukdgIs?(e+{;7C(L=C(?OL~rq<9|Kk{bFTUL*q zcdoE>E8|UTa!?K1X?lAUDlDKE7BC?4SgpRet^%M84p|O7%8%l1=KdhIAsnhhpy!^_0J_3UYvuMNiUC#@a} zK0`M188xD)wYD0v66jBTE5l{1kJ=$b%@#Hp4Kn;$;_VN4a;53DC8`PM$br|*O8MhY6&hO)8}G7j$tWu zSlAUc3XB>FE)sVyW>X*oFp57b_$7Tf{{$Bkqvn#?ntlk*pW1%obXs-hn^?*2*WX&K zq_q!>$$F`jt0`I@^yv(y&jxj^sY0SY#;?cLELxvI1b-wEvIp`If&|X^;%ib&SIv{j!kOt&{$oVwIZ-f)?IBvn= zAyiNYuR}bkhr`sOH@B7O`zDc~GrpZB5?Eng-F|h0Wdz6q3gKDTK#i5<+Xj(NZC|V> zZZ$#06rGdSP`owcTdh=PqT~>5OY85v=#)-IV_l=J7J5(2p#HLS+lk5EF*oSw+=!;n zYF8E5M4DOS8XLj1jO%+}r5BjN|BItkvwlQ^g}yzE^LLmMZObHPQ|^A&Z`zcxXLp|O zS5C|TU2Lb;S&5;-UKVc-yuF?y>FBQ{3zUu`yEy$D*I-??C&S(Vs{r*k z8*6RH##6OhT@h2e(oY$kif$J@{j&%gy2;Z918HS4EcA| z6Ztcp>=TNMtAWeL$G^s<`W+)P1>mady`JMZ7OdvlD>A=4oVxRQ(!+%)XwQ_r_V_Ee zh*7%F+oW;WnSJ{dz27`zm!`orD@?r+8j8OPgscb*?i3GhQ7?jN6?Fc(v>+Kk5kUyS7|3SL~N&5BZpgnq#2Rp}I-AnBgU+tI+KT$*O zqY7i@#g5XTj=IO4N9SRc#@^dHUelA`ll**U`+l#}?b2)in3H!Kh5kZ;*`f4#A1Jc& z=X$336V?QUPS#X8}&WKQDmm-h7l^{PI5Z4)2>g?{q3xWwEcrO6V>Zr6A!QM2Ei~=wohZ ze^DWzI?3+{Ki~KLpZM*6aK8U{{FZMC3PEgv{v_r0{+TzZW$g{yrSGz|S)1Xb zPCfxQLI}3lPzkdB+kHW^H%EJZxcMufKad??LGn#~R)0f{}OqR78IC&>_( z_??WJ>)~EqJt)ddS!|DQmP?z31(%;jt>r;;NV`T|3KZH^14O&d$AHw2;&Nk?b)mVN zfqzu3T=`a%g2z$n_Z>y11Gu3SuM-vMrt37gC8HyL!O_MPLW?7ZCOrHRzm4+$tqj2O z7f4P7F5P|BHfHdF`oQ`8tZG^d&5GL1zopdFI?VUkZz;g0dh9MDIV>*+dpx9YoB>Ln zzC}>Btnq|5Zkd9JFyTDSze|!u7{*?^DDK6~Kct&y_ouk;8<@yATV&U|JpHED8GAmq zszSvD2{wxHT4lXTc%AAcp@L<*qQ*HF%`l&Bo_fP8@IWfp>XR>YF^~G_la8ZqAo;X9 z$qDPUV9pSWdJR8s$M$iBwJ~q$soBuX=<}2n$R|w_hunn=@WP@N;2J#&D+vH$JSdD{cze*7sUoA^oi}owhBpzy`dB{g5xHRTrS3s~N|& zf~JM_nGh|*o=w-UjMx1};?B<46;yoV3aP6-orj|m{86F=r|+sWciVq`ez~=FJ$;#; zK=Xa-b@mKhm4&C~<$oT_J1jGLI$K8=Qu1ek!e$Z}>iKhX2{U`U2|+58e#n9v(0H=b zH1J0RCDYt;g-`D$Um7g5BMNXNq&Cs^aH$tli2qDEq`E8jBvzt6ja zX<6&~jeKx`S+NKson&*LN`UW@3Dp_FaO3fJZeINYD4gd!Vco`9_qX3WmuYmzu$LY= z)SD_j^b=gU*ASdbvlv1$lAHq^sp-+wcne09r7;w*V5qSQ3fEn_v%mA_LM=EXSW%V>#Hs|TZ9sY5Dbxdh#OfL7uP=$h zdc541ElizCjx!3ZjvME_0q_+GpH_a|aIoXDsOUfisdNR#CKokS$;aSn&$Y}mum1{U zSM$ndt-J$Qgr{suR1gV;jwl+jt=m zplJGR9#cCjXyJHWilo)>({({T3Uvi17jpex)8laX)>k+RCvO?+i>bp+6OtQFpNUmv z@wm&D1a+-szm3J^Ug}$9u)1qmY{e$x*^C%4!Hn8$r*buAO;3~CQB`fp4QLr33j(-P zfh(oEZB$~^#eQ1{TUVy;t>awRof5PWP>=Y$84GsW?=RbMdzEFu8rP0z9m;T)9=fRq z(?4^VjNKx&EkAP{xzWA_Edhj*}!+Q&mF>oWv# z%_zUMj`d_TWbqFZpaph}HCZ`2_L&|@*c$pVC5Y7bzHu)%59?T`X&qpI8 zs$%PF?R;7tq)omr&T;uB2yZ%Vq9~suI9(zI4s9SyafX%3N$(^1vy?3U#b+d&KyB7b zwjvh2(8$1M`IJaH=z>dRok?fdMRzSO^H%VXKc6Tub9%ziEkMK||6PM%D6-Zq^4jji z6zm1E(uu0>w7;+@TCO69bj!<$wzbLA6TkIsbzkBKQQCTM+>&9`9Sv$532SYd9lC@4 ziz6>I2mh==OUq{=3ta_$dRsP#;!Gn~>~m|E+=AS_BO+5Z3dMfg-Q@L%oHCwrWBRpH zO+A?>O_r_eO!6y5#=N!R{L4Jg+kv0r*MjbE$1o%>!;3miJ^Zw{Ia!Ard`LWv2`OjA z-?|n$4m`f`liWH1xlVa4Z&Eb{@6V;`cC|KNlG0)eQi33d_gg&H*EJWsj_7xA@{m`y z;9c92I**9+y^=B=?gx_j2RxM`dvlWan&E}EgMYrVLBbj={>r(5B9+eVzPBP+Bi&}r z7RV~Kdq&$nzH-(~+2{XRm>4AlFIm1Q&9&o1lt&g>q4iF69pf1wo_YK&P4JWn3u>g6+cJ6xsPF zh&G-$o^Y{$rc+qTQ)B^a;5oeI(w60yc*>ieSjl3?xVWgtGw?T+_!(~xc#*#|!m~F- zTx9MTahXzp8HRwX7(I}(vxbSn=?fk!4#pRs4vc8H(ZLKNB8g|~0i7Umr-uH*Z)B8- zLVo;1JXQ_a>*DS~LXW^f`C`F%6;Y;F(QOYl&p`=#^&$4;A*B5dF##?@If*t(NiF7X zi+VAUN%06-F&dZwy&*~EY)%>V>@%jGCtC^pa}JH{sy22>ieU83#->x~oHsp*kh3fBk)r2*W6pNueO6}}>F>=I-}eQcY@|S*(%b^Wj3fd>k;DoJ z-3I|uFXa*tD6D>*`4<7g-uj~cZ+w;+Kdfdk~F}g zodb<~?>8j)$oj%iKk&*D07ru5M}gQFhD)>=FrgYQ6!Ge^9?TOQ5))FD*<>(9!7g9T z_Q}%prJ1oN00IN}g)%k8^|yBt!mqLp%%55$#^G;+tL=np_XnGT>x-!?W}DW| zKg^U{>{O*PBfo1S^8h=~lDF7Q|y{#qq)eQ*U?WaihMXGz*2mmg%n>Qfvs)BgR%AR@8|hT$%~5N%nUWSJ<=qwHZBNdOlRk9h>=b1HhYnF8t)TwWmzWTQFNKPS; zOwM#oS7b1lN@|R9Y7|rpWDaTQ(`eFaEMG28z6?!w*{K2pHEg-2mV<)irdN{fmSyiX zjemr+Wh;I+FE+ebah{g{^giqgOHJad#SC0$j?5PQ zNvahQT^hK>*apyUP}dSM*B%Sjj>yrDAYKFW`NOa{X-94mN3*EKY^{Z(ti{3V6zXgH z(&#jxs3*se2NaHcYu5;pi^-9rk?@~%{S$8y;^IF!iwd=NiSWk@6DIm?teON9G zAx{w8D7M!vV~Gy()%Dm~!MO%Rm1tJ@N@1C84*E z&75>qV{`dna(&vsk!!1Od5hrQAZ!eFd)75@;6VTPL-NAK*4}&NhQ{_m3Bk7SHZ!$W zzN_I0ss35_wmYW5z_KCv669rw-s_EFfVJW6^5$Ll>b=2^YmDI^QvExY?emw&m)BkPT z`zYf={)^~-g(1k(5fJMZBgTp|8#XyI`guusyMaG0f{Kw|~1M@z#dk9#FaQ_w5#fBin zhG4~p@We)k{wLgnMZtl^z(GL#;PG&w@czMgAD%sU)PE6OWO#g7EPPa0d~_Im3>bXu zk9O`S0$A*SR31DgAp+_@7!U7*#0w-s!1#}F519xR;RD7ahF~Rz5Fm!ZC&qyL*U^O{ zCxIa%fy4c$-9tkpMZhLSMkU3DBPD<#L;DxeCBsA@!-FM<&>)AfCx;;=M@FYWz^8-= zrbNc3L_?=UN2SC-ro={|#Dk|Kg8lI9Q9%e%!BS8m;Zu>pQbW;wsP?D{;At?>KWuw+ z@RW3@xO8|(A1PgWL~?o*0(xw81_%KL3~WXi1|}$WW(ZYg2x}I2dKM%~7BmtT3<4G$ zELI4Sf1W);G&X2X4kQK+EJ6-a)GuhCzF?4k!Nuo8K0JHS z3KBTX5{y`q5VlgJWYXxoa)>hW5LO>4U3q9tB?u2y!Y^tN9%?v3>gcjsFy`8bI(iWP z|DS9g!I%GE*gVC5syznI=x7T8?g>10v+R!AGT}t zi){^iqXgLG7BW0+oR}6Lo(28#yS(uf-Xa826PFX%_zyPE{_%_TY&|YpYqk6e`@pfw zG?S#|mvi5q9Yvz!m^KTRQQRiO8T~V6pl1Yfn&4|zfJ=87F&P@j!{MZ@-v=Cq*8{wi zZ5efB=z;Yyn4jL8BnMVJaIWT~mwQVB@3xp9^(D0}J>p6w{CBLt z4>MAWFo`yQr#0V2a?$2xw+W$-N}Z_}c_Y1fBxB_sdf*nd$3Xx?E`3R~-o%RzTD)ZxxgCp_)-be&K-i)58ZZJHd-+x4Tg_xm8Ul-akAvJ4~I7t?6&?J)yK zdnrZ+mj{i6JkgDuqgfT*9P2GgCY{{LPd4;T^KyDoO)tQ2BQ5WtI#E?97)_O} zRi=81WKchuoLYBt%WE9Mpp5lHh_3kv;>mlN8Z|D6yf@t>-GE2!FL>vUy&9Q>RidQBkjSFhKX_;j9hD}5lLQLuWgySicN`!@FmE^&tA3L_83PJN5f{OY8rr$)c1o=R zA*YOHa`nx5@}O*dF-+&*%UDQ=$u8=GQt#nUJQ3g-7%AdD86X@v@|>EJW=jtf?}(}O zYZ0em41(b?QpYktgE3>-87ty4z6_)bFB}q*ndEj*O21My&r~&`HpX-gKWd`BkZY50 z$83!5w9AF}_H4E_RkPmMA2j+SMeW1Okby~^LrA9$4#0W3%X>$m7hw>YgTQd|`?FVa z6wEy>sj23Db+5tGC#xc-d+SpoQ;6~%YmV0AzK8H(j+@5*dUo3Oc2793 z_0=Ude=La?Z6xAk<5X}k*eHj|sgD^b7a&Jv(OWX8Rp^H2J^*qQk96y}Q#ri#1Y}_q z5WZ>fpEnNsxG@6vdEt)bx-l5-!1SDyfl1? zwCd`onYCbuv}1fU$-8h$IxZ(b+ohjS67Fe{0I%BgfK;))U>tMN-Q`I}cjl>wYD%Nb zm6`Fzz~z=&JZHI8T3?IoBC|qSHa*B*KH6^l{sS+2WVJBeFFo>VIi3{W0Fm0_t_J%V zPntw-sMVkX68$t>%xYYlC7c$?q2RA#(ajL0LyefN82-@Jll`}GKoZ&v20y0R9k)AI zt(K!ud8prrRqY)*A5Dzz77)SY6Oc@kX7N)MEYwFuW7pnZ#>-CGxi)HjB?@;7E@mV~ilbqYs3_4wf0DHL$0pYh@ z!}%@>`Ra^l#f|F$4IFG#dxN4-H9r{TnCZnMI+%uSdXs;{jS@(A<0b7DV}1xdaM_pK z!|9lZe8fxKKACrDg@dyNoi$_HP&BgVukCq!V=>fd|F@ZI4!H6-LbSx`K=S;uCkKDf zHbc5@Te4MYgWB*oj28N*!M5>O*)nuB0>rkk(1l3>@CK#Nn6vKLwf`v00>y@&#oQz@ zB_+3QTnX8-IU$F!2Qg^fs z@gpYyj0kpBw|QjU*e!mac4+T|QJy9JS$@F$>YS*byNxp1x{ZzZNr@hFbyBdsHgw)c zMsnoE;ENTGbLIna!AEdd`P#m$g!HG~d-@0Ey2O%S*`A|i`c?H{%F^nD-&!OBh!2i} zd$Z40xL?#%V*XU^1f29e95&vJ$+=5;QmH$7ORk-rPD$!tp=BH|5J%~L{0>~F1Lf#G!KepHag39y zwEP*J*G$DalDh`?%TZFlvDKs81eyG|aa;7);Jv?((MD}kCewgss*cK*?ckXx;>0~F z@Da3MJH@v;XHRm0fM2Xa;N3ev-*bH67z_T$G%WZ*>I=`1z#G5Rn33N~n@eAurQgd1 zfg9BW$**~-pAV~;k8R#P&8}Rl_9b5ln%v!QEis{Z{Qso+QdoMAhQfVGg;AGO8cz8! za%6;6uC?dH>$~be?CuO2g8y7^R*UTxriHnJA4u5dN&bjl8|r^0_2axPh(w0^CCvSY zu`9=upiPsS)~#@|X}3X`kS>;^p%S>rHfcZ2%Kc@_$^GyA z+u+T75JJUMWv1ygmcjnej#}S?tqA^qG!J<;tWG905JtWqYpRvM))T~3}(Tu?>{f+sp%Te*YY7I(zK z&oWB*KI*bR$R$kW^DzddM>IRTFq);mlSf3)ar9=0$jL3{vQ^COqQ@kU8qTVf>sU|` zLD*hf=)MQGpOuLtfr2K21fUJ-LfYe#a@3|r)E+^ci7OO`G}|M+SdbRP4R<(h$Pc1~ zNGOIl^QI_|@VJ+;_@Ui6^pg-wUK|{qglVgf`Ncd?mOzXcNP2?5q3nO;Avy1aM$co* ztx29T#;PhELjul7yl+rv!4t)MPJ~(g>67FXS(e0K;d9dL`-G5uj=*eb5y_*IEajQ3 z^Ob!UUWue$C3@MPauE}fH-!Wj@#Z>V>nwI9KE_bD|X!-_pj?+q@IGbI2g%$6F% z1`iiz5z`;zIh~OZ-DyRjGbn{UB5iVnoenWmfil%BLm}HKp*K7&E|rR+DYLo*XDvLr zgqOo46~<~Twe2KLB_m7GB=&JH%QZZ}v&#Gd2-6S)oZ&mbYvF1ocQ`!xY|LCjFlJI-Lsvb;5#9@DQ|{90%4xN z^}Ku9Nd@bob~XuPL7{cfHDTdY0CEh4^d=5k`$$}?rzevQF1B2zGD9Jwh;$Z){t!X| z|3snMQ{jFG(NRX)odw|O8AF6FMVb+pTsIy5nZQ~nbQ8usqcK;h9YIXHMDr!nQ8MdM zrx*>>&g=!Jfg5M?v_@F)KHKzp(M!1%Lc?xMXcCqO|#*t z)DcBs8jpM`tH^pO-!9EOKdFq+&C%p7uh=M_;Z0_H$^q))rtziqc%?p5B#OU~=s#EB z(3TFLk|aQv3jvj^Oj0dn%lj%TLqG21fq0RTCEzs)R~uLv(<;&Ug7(ZXIHKCjhtjX@ z#a_;3mHB-ACw!3MiPsZF?->>OX?RDou?01YdRI!w*K>I_ z7yW5*CvM$)X;ubh|H+J-JGF2lZuelSnrm($O0N@?Z-H)Tk4A0|wyk9#XybxyPh)CF zvTa(bY;Z^9C<|+K9tvtW3b78<;cdBcwN|`<_7OyI-0=1iz=Q~Yy=+NiyNmq1C z0`E4W%CWPE%4>U;V=ovnQ~A5nU%xwM;cV%aCn0qkt27qycT4oQG$S_=f^WLknDpv_ z4)-=Vy+jSOr#X9B-7?SZ(r`(ga}7IQk(HpHp~-R;lQiExm&u9B2=7RnsNR~6?q(!M zu}XNWjKEk8X?gj+{ImAL&R(gi;C}c%!_+DalGc^eR`@P#XU2#gz1}~a{p-X)G5P)- z?`~R>{^SUWFG)YlO@S; zV`hgqSh+rn~Io8(u;oCZ2r?XdIczpZ=d6^%OKcH>(`r$ksrU(N0sFtBV#YYiWyu* zvT3TCT0HMEs-MTc7)CUhr6lbMkXq1VZ~yGoL<2b+RyFemhMzi{TB!4?F6|l=qv+5< znc;~UL6~0jj-R*(jB;cwVBQRgD&W@Y%^zlG+)w3aqAV$N&+;oQ;j>KG(=2Gkbc_&V ztD!D%>N^15mt|fC*xswNb!?}&*jLQAQk+Ov6?0m2rdN9}fkRiWKDm1 zEth2#J_bFURD$7bTJB=G;$mv-POw^e2}H7<9zFS05EQyKU+}(>*LsL%O+aoYnwVz_iTSx&dy`PH&;cgse_a?UL3t zY;24PZZ2eSd(3`i8|n1k`KEqe#P=fnnZ66Ld*KzE#DyIj6~PYITzGdFP+dlNXJQwU=?Iyg?6k3_8 z*{$ov)!jDG&+42A@_h2I zB~{H;sNp#W+9`Q=!}@w93>fX%KjByZQ3y&|&{5wv&BUg}~@?pr(&XX>aQ99{=p! zp5i6p&0TTTIVIYeq!RXq^2y)77@r&wLYBc7Z7F?@Gwiu!Q*bHvzH(Q%H~6Ux z7VH-io|V3gUjBM*>4>cweJ`4NhfDrwO#k4Ldrd8R>|vzi_49nj|GLBek|6-e?&Z;c z_R6^TkK^Nod)?FL`8zqfL+zc%aQbIef+z0T~!-MLSgeQj}kHNApw7rxJQc(V_G z!!$t~>b*~Aea*gj1EajVD!sdbXC4C;57)pi)xHq1b&V*b*YRj~zlFt0cAhtl{v`DL zC3L?xA@$(6e!q*my`BAbkB%YF2|=MfXPi$CkG|ox3xMl4_cO+sg13XsvKd&TUJp4& z%LE`Lgnx8&DKOL#0ROY2yLhOO&Fgx(zrJ`hX}W*jz%;Tq1oh=B>F!O#+Kgk|9RgY8;_`K$wm3q80= zMp!y)B^kA4WCWHkv;+Wp`o2G&0=fs_z(BX5kf+9{ms6B2^%p3*@-ZNE@B}Lyoay1CFybe{mW}SuJxt822}-QI2Dh z6Px~rKoD%|QR{t7U$2bLK7jA6`L2sPMgRP(CmBJ|Y?opE4@LeD)!u~L?Gm`@>u-N( z?9bIb6!*$ zjne(T_g!nGUu8V>TfBcpP!GOZvbEfURV;sqN_adJs;X6alOzvbh=~oDCLoO{wC%I{ zdCZHgu`QZKSV&pa@$YP!&RJ{ZQ`lE~BYWpsvFv%FtU9IND|$;h?$w}d$1H&4Zu%p4 z7l1lKuKm)QiWdKPkg8724oK+e(wRnwt@2}L{9KROQhghBWXgoB-Fc~m+4Zuw1bcJV zaTwt1_KCe`{RgX#n*b7;S=sv|5%%oupGN+Jlq_weJxm7`?i*^ALdPX)v1_GV$GM6yFL6_x4BMEZnpv3l%GF!ur2YKtqstA z?hlfIQPPVF1>@Ux)44fAJ0DZbG0U=y;Xi)?GjZd_;q&ruC(s^< z;=sWLZw>zHWG?E$8Npzlu{C)JWfR%1QTUvdWP&~}*889k#z+2Y2uHZjMNX??fT)hE zmR~kl>T&L6Jf4MB!$Y6-9oe5|f8Zc?sfsD|hMBHO2jh1mA=*br_v^F%`}QMWK#fW) z*UiovV;Daxhq4}9_BZmnrdp5sIp!abM)-NVbo4eeaZ&oR#9*wRILSo)B4aZe$xm&S zkaK=gZ@&>)tYwL6(aA{JiZOnwkG=V-rkHi*KT;$Vd@@vwQ`;_!)%y+w2}B=C0;hq?AB9ynt@xtidBRRuA{OxHO^ zqAB0FT}O^#WISoN*_0aM1YqCu-IBW+kAFB^mIcceiJa}zh8ZDkkIQtf35=DHijwc~684s+dC=d~i8$Ns6>TTyml~*RNBKb$q(S#BW9X zRz{U$>d&|u#af^;83e@I{`&!aZ9#GjFWuCl5v&S6XdCJAOx4U6br)*=D!m=PMb}}< z;@SZ0NeHUB&fOFerD+I_rSc)}DKo z&G41ld51swtOqOvQOI8{IM~~^hkhH$-stZ+FmW&VoH*cb=$-FIW!Pjos2iLCQ4v>x zzuz-?utGNXE#d{2A8gTnj~W(qf6em|{6>H1CH^R>l4ws8rF}!pscBl!MW&3tj(qc)g5?TS=?iz9`F~ z6VLvf>)NP(UIN*1g1J<_FD8qdyJAHi^94|sMX1Cl%u1Q_h^?FkXZriA@j8o1*!PL@ zKGxV#bxl9XT(5&wrRG_W#F|pcEZLopG_$NH-gsSWsLo3s4s}=M&^RiE-c4U3J(UO0 zTq^hl&DKn1#$=JXYBTJqP0uWcK}{6c zuEY7Qb}=fQnQ^@dqb+@eFIWDsl-FATepWE=;dcDwHq15rqTj{`_>-hpo5#wpCpHN1 ztalX3{mFm4dTx91L;1&6UYO-7&93K$2)m2t9sfy_4sZ^B813zu&#P>H`B}kMP!`pW;mP;RqGAZJOVkiM9CO+r^u0Gc52K3#;dD z82?|v{;u*;zUgt0AX!lFyYq)4z57!K-#CXLi%j^UMiKo)Yagik2DW^oPqi|QN zL=eUKKG|`?ocFVI327&G&`|e*XJ5tSzr$*^cRqg?@BPxxQ!FY-%>h>oWDFMhlHDmT zJIFLwO}#Ic6DdT`{1rS%#Kj|VUL}0rFS5tqyWd3c_)T=fn0Ifo!@ga@MMacdy*1_A zz`EX09p*4!v-tNr32lCSnXY8vV1D(kG(C#$uLP2 z3`5;adi@9K!_oXwfMkhRWOPKcHpwY508S6UZiM8#O*eT!i=NZ`TwIw7-O`NPPK?xg zAD#DP80l5gZi!eUIo<|_)8x14U_jRnNZA~G!lf&Bj3Q1iipb~ zd+naUYCMj6bG1vfl>I&(nESpj#1=Owx-n8+T5M4u;%p4(RVuz3E8<*i2aEq3gyeX{ zaH#&MMl|%F-LYVpk)-TVgbL|Ml(BPOUbw8*4QpwN`kLbb>3T{Dm3n?57&(LBv7;i1 z#vhXO-^fa;h0^t<6kzy%s*gtkr9%Yrc&o7m-e|yx@(tMmpFAcK&g9;!=slvP(TQZ5 zzDr1x2<`I#Bf82qoIf}FLq8)*w@UCNHq&OkNpt`Tsy_y-4@T^pwEQQc;&aN3ZJiQ~s94;hR`hr{V(4)MCksQ%!Yela3DogcGNmY=vik3ys-TZrRCZ zOU%qxD=hO)ZcZ`QzYT4x(~2S}SPWq%nUR5SCNI@LB|*;|L=RaoP3^EN-U%qV6)MVM zcTUK&P)SV6VNFF*PZmunb~7lbRd9( zk6X#}O&Py+4a|rxatBN|2(8x;2B2+sY7)i|#xB{cQeo z4*OEG4Ah(wnAT4DPw@hMj1p6G!VH@lsl7j5$RZ?-8ii#46fl)fa=!Kr>MJZCclT8O zF@Vi}fjC6;csbgdc(+Xi-&h znI`V`)UCH>bZSA{3IzIS=QD7%U+V&o(7tsHRU0&(_t;2 z92FM95hZK9?b=r^K+(Qck~!_~joR^BYj{s<(4;!U5;{A4+9~!rX{4N`Q%h;XYd>>z z61kw_G_oN|$xZeOHU8*GpkQX~F*0TzV}Aph|PSOjre}8lASB4YM4*0u`9_7SLb? zsCgNro~-Ba0P59%YHXR;E79#2)Wek1A7;@XInWuf)#>de z=AfU$Mpw*9b125Y?19(J#)AchcPJyj4Sxz^8$E^$kJ%ef4}+=V&x{JAw=Ls8m&Tw& zwtK^E(0$6~mSH8yHbg7NOUutzlnLku!w|0RvBPyZ*wMlo6J}`Rq+t_O)M}U!qj!te z|2~S#1i*%5`kzt{836e3pI8q}?!cqC|Fw$?^>0!S5()tK-+>;upZCukE&vA_!0^Ap zdSIys0sY^x9s(>t85TnP{}Stg7jge<4j0VypdtTL>LLBJi;MezU_D59MDQr?zp&n4 zsRxM!phbd(LPCJ}N9v&?1DyYf=fNXG!yrS$A;UnU0Py~f;{FTkK_Q_+!=nLk(IABW zGClApE?DY;cX7d34=nipdOg*D5_<6Hu<+=pV5x`ySL*$%nfISS4-*5tj!S_BV8((% z$AW{$1`uKcys%+Vv0;(^HuL_j@}ARvIf9(W)Z2LlQh7VR(DgGa$b zg~10<;6vg54e22v;A24%z@z?+=lyFV7Xz9Q5I_irL5P4#h>S>x3rz%IB?1T&K@$+c z;1YoodSJ2#MNEtW9?1Ofo3=f7J0h=5Zg&YI% zpE=xM@Eq=6wFky}IB*ms&>t|6{_%PulrUtJsOVG>4B(0$H8c%1JTVOtJ}oLXIH5<2 zi$n(qqlc%UMAs zDo2kak0A3etfvSb#U)}=1$e3Aa%)3>(E<2?rJfGD;{Oj)@8Nqvqt#-iA!AYsJdxJg zM2$pWeI~0-f6b_fc>SGgV5`b;ZFDW> z$;NmJ9-Od&`}O%+ffuS`4|mn^l*%MX!Vo3f32T!sQm+VjoXR6Xs1b$PyJ-z;!$b zL>lsdpZ9z}1390pzGR7x$R4DIH|ic0+W+F9iw*ifc#?@V!?*v{{fqpENHvxRDv!il z`r~xgJr}DYM;b(W;mFp-naapW5J44NU90?;;_|(-lI$n30U>rGet5)v>t|lbAo5f~4B2zu6*HAsgtQR{&?c7~9WE$IDvi z+0l$5#Z8c8-|yMF=;U>_%=Y>qBL6JHIFEE1Ld~@HIonK5l)+-eyXX9C$!v@3SN-Yt7YkA$my2KX(j1#NYd~3pX5br2Oe?Wqbxg#D zq$RQ9ri5cP=lm0sz3W=>FOZ%^nFgGn#zZzLtxaA5u2s?0l|xj+nn3*Yw+)fe_W?}A z27A7vB==aDO_$y+ZbT0xp|;J^jU2fupcl$@%qIc*rwc(LGlLa3HU*CgT|dKCTszb@ z+ocQH*oN*ri387YJZGer)4VVT?vEAc@0F`>f)1rWf6rgNE0qmAtTPLd#Tx&9$OG`2qYP=nWJI?TCG9cMrXyas{>)Q$a2RE@picDDhP%6b`aG0u z%2eiox{{Gu*7UfEq6I{gjxf=J&cxmf`(8=Qoo+p*u6mJ%S~f=Di$KBq`U{K0>!6T} zYld&tCLcS&y`$1z+5Ynw>Gl^3{>*2`AdToEh?}o4ekhZ=P{cauz%nu1PSxnI2_|={ z+G1xwdq+p63}V-(Xj1?U38Q`jR`Zy^_xowfd96knl_3dQ1iA9#owL*7t)yR>+BbtVo?dH>a?K@1;CT z{6-q_!`qz(mBKrT7-$#L=5sXub$-muVm{34V(0Z+VIVf!ZqCiuGQoYh zS+Dh`9HKb@1S9~2Mc7&72U1+;*`4=d!F|EEVPqo(2@MlzBLi- zn27|1E#?5|Or1IRy;}ETelZ}{KDxYS-KMQyVcEtR+Bhmn8v+5dwe)+F+jxy6FT%oC zF5K9D90!tRiV`1m_Yx&q{OEn*87h^y_{K(v3o$)jGvhcr_T0NieXwU9l2o$F0lKM9h0V)KnzpOct4yk~dD3cd zh9VOYO^wBvN~cSlO1VvTY3!HXRxj8zg^>|ta7)qsc9h#^48CrVi^y~;0UIq{G7Mrqm}sKs4+YS42^X;k7IO}=kAB0 zvo$S^WTD^@*=}I%v|kj)h-+uT?QD*)=&Wthg~?Rdybt7RP+I!zC7ye>y7Sg#Np_-3 z6*S0qsoZ+dk36dkKp63E1vzES6Gy{$-SU8FO%p7>LFd?prj1WWn?UxIFAwPW?^Ovh zDp?;7!fl)VUoWu|I$9!UxZ_CpF&)!hfevhqq0F#n?n%LfDAFfMt0c-Y9Iso&N5>nA z@6FH~8$~Nu-+Nu`5J*6s8zAAQ@4J^q>W=NUDUy;jLhW@jde;2k{B ztjA|1i3=_Dh&oi(JuK=sAfKecA#^J*Az7>|a~4O%aO=U8P~ds4WyaXNG*?%QpQ*Ov z`c(Ye*QR=;TM>?&p4}B0A79^l3dw>LuGS{oQRQuE{euCCFVw# z3JI%AN)*W%1?blnD=Vh6ZLUN1^~-l(>C8kME|&%bhP!IQW~t7ZBM@!wOgy?ylas0@BilKZ7D>TYWoU@ zGBxTlW9flU>z_*dot_;W!4(=d^9@b?9^h^^<3hYo>90i-zzAUtKzx>A2**%t53OwV=tnmepw$?P_l@WI=7a0kpZ3ioJ?x;*Rt3wTsx`nFl#d$kft278 zYNZtxc^nibi)KUq$*_nf*{G(uP+x7u&SoS;kD$Oc?`F4%Q2c1&eiU!3@Ah~ywKU&| zEkl8&evV>aS>a<^exp*iD;GnD*L?|*Su+dr;7Y@H+L5&%O84*j8oQeANbVkpx*L0~ zgJnOaAJ{CbB^g%L7Rv<}{o0N-EE;I5;W$_9hIeB2Gbvhy4fcam zNH>q@t7#alTtW*+w0@c7h=;{GnC!{KRj+=RZx5c8O_Zdt-uxbk50d3lU-NT5@v=0H zz;+Jf9b@inPhl^ax#K-O;ev=k)Jw2}nzkB0xeIK0xX-c22Or zi(J~JyHrJ1O7IIm0jcn5<>acat`v4w#IRMC#m=H6L>Myob}Gvxto6eN@yt`5Ry%pt3j= zCPz%ZNJ1|p2v2xtIZNZEC|x%oN;f~GA4xYOI>96V(~I%eb4eO~EZRg+MM@U0Y_Wk& ziXgwU1HYM*uCuuf(={J#V0f8fN10wju9jDV#29V|=!EK~B30d{+~+J`Fr)-2)rzFE z)Q7%8A0kZ;Py3P{@0%CdIA%rmME)nIOb$ZXK*E9|ud-kUjC;>YR>|)^bf^tp6*2O# zZ{yJ{@>MOBl_qq>oi7<{8L8Io6@7%&8M+lOx>dyJ2#oca`c48&nckt}v0~OPla)A% znIbBB)vNg*1PRKa=@YlkaC|!}3vF_sBBV+)Ym*Smv?~o4ZE7aci?*aRZW-!+6K3z8 z;e3gNU5-pvvk4Z^3;$DDn=7AUOIaV2?n_b`C0|k4+gWdjk-9SxFHci&6&C7&YvUE! zpd(fX#gKz8fCj7IAnjEQZ(2ZQt1}Rp*qK=Yt_YW<5Hvw<~KnQf*oh^GnwV8^J?MY*lT@{4K2r z&AD>0WCG;|QMKVwk~BnZ(YCcA`;Cy!?MaMHPF)%D&M2-(9{ZgzgcSiV^6f|Ctp}?e z$gds5`q(8=h@PG~EYC^rXPxYs@zXDH;B=^TX7$I4F4Kep&F8M#$`bv|4lbUAA^oaH zlM?@R?B6D_*ijB4SzWWQb$`;U8Wp+}K(Cb_x_X8;s@q@M3aYwm=!HecI}a2(eDv#- z)w0E3+utTiul0Y-@%3N?x4Mldn5m{(S9Y+Tr#w$q*CTbxu($6qcK5G#!euw45LKpW zL6!=@^mY9xDCofutRQ-AdVj6727l?C4hYOo&q!j%7d-eod{#I0we^ERR* zFe=a;@y%ycg7F95`DmR&)5$qz6R3)**|r}|wFjdrt5RVg^sRM9zK^D1jDZ+61F_;V zE6!ejyspX(Q4y<1pqYH5nSY|c@Ga}syU}=4g`0me)(*f;^qKh$y=EbgqvK)a_ zv>yMWSCnZgA$bz7brK?nHIisD5_!CMqw08N3ga>x#k(6~Y3Qr`*hJ?%{KfndP0dc% z90T$=qo4C?Rgl zJUz`)Pc>S}6sD)$pvcASUG=adhzHJPSBU}HQ-D0xAs&>HY7yIQ68D5_0Rjv7X3+81bJecpyYc@)2QqHS4 z221d(V_DH52Z%GVLQ4t0cI&F-ms#JR%Dj`^qoO}q7y?{f-0 z(}1b9sg0ScoOXTtr7)9NT&0jGrLU}+8%38ZkGKWoDC=zK9h6F&)$je0KCSH-azszE|Cjx}q_`VCWpYuhy>SUFo8Q(K2I8^=nc3++QV4G1Ffh~+(r zG2Xpf@7uG;lO;JAnLb69uf1os8@^LNPo|4^xq))Nr9<(hURz+V_jAW^E`fNeC8r51 zcc%+wV?3tx3B2F)W7p9O4ad*%(SGMjX-{FkYsz;sGJnLCWOrj??_Ftv5@HoqxCVk{ zkHKh!+h}hKNt0}TpXd7~?&LNc>49QFWmY)mN5A#HntsZe13mk_5fpKmoV^(PLwZ8u-##9LhNmV3KwpH7Owv=S zvwg#>Q~QD)UE!YrP6u@FXSQ}nnz3gJXUCG;M{tJIR5v^HIlJ1vXU*FxhjS-%-%sk5 z+lX{~ab5=c|E$^NYL0Cq$fI6NJE-Ry9jFN}uLxXX8eNL+9)wLB8RndOWM6U^9YZxB z+MiwWLLBk393ik_Wd7N8M;+dpxuWK~xP9M?W7&}vK3$5vX4t(lLf%izo%yl71WATH zyM5h?ykIXxQ<4MH}~zf9^5dP6$-4xIss4Q9v8C zhc%SL`0N!Ik;k{O2Wgc>#=3Key2m9vwAPs&HI-k1brInVFgJd82+WtvBA71OPlT(# zb;yuvlsD%8{4T9sPrk;yioIoAJr}un>YTdBtJAfA{~4itG_n0mlJ`O>`vf!lq7*il z*$dZ1^4!Go+BExEoeQhmdkAhUQa2!$U%!f4J^Nk*Rr0bu>)v{e9~noVd+ob=NuL(T zeEL8?A9(8aIj;sbdf%$Z-sZnUv75YP3;$7Rzl(7^Hn07ITyS+E@}4MUxQV>l^!Awh z|5(u*YryaJzNWc7NiW5Y2%1B#rjl~PFV?4qsa+@kH>szR4>gGbM#^DRwlKCKgjQE_ z?X)EF9*oYzG}HOIEe`*ZdYEy(!L&10P|-6w{QF$P7Q~;OP3b<-haW0co8DjjBlUhH ziH8~l?uiduRbc+K&t#q0=*%HM{F)4T^RH1{J5@Hd1nxsfD@LBia1QnoqZ;79q@Ft` zH*Y#9tGNQ3zh_19mtYlJfvOh!KT^*kNSLt``+Ct$=Y&8aQ~krr#NUdZFJqgBg@j21 zLUxqrI8R~QX9E{htZQ&Zugo~%f}MjJXv5HheU)pdxNnW~bjEQb3Vr;l*bU{9wG%%| z9yG^!_u0#u_wh*9Ndi^CAeL=Vyqk_5D_*pmr=7Uy3&dIJpn?RNS+cWq&$dadU^Csi zxeVzR|9Be$+3&iZW%CzkX~HB8m+>5jCH8nROuB?{o$NgT4wJ8ye9!%n4Z8%*AhzpN zR39UQ$h+)YTpav7<$|otShA}!KN@5O(;N4?ia6K4o^u(~UbU;Lc*fU{WwJKTAVqR) zUE+FGS;~8-)EoS%d9mRaN=$}aJ7UpKsuG&@pA-+!F&1?&4`XJLLi*@g)yz`vc^mI` zVP%dPzBbW{S>E5T&e(9_sByo4O;I<}hXPBz*G|@11sTQr0BiNm1zMe~9;;(=Np zw0Wzd^<5^1zp*98o{bTEeQvjHE^jBk!E!xsS(O!}cAB9gf1UowD~ibWC<#nQpU2s6~$o)yH+V<|Lyer=V$Yk$uW5b`ZkS6;S8hlZv80t5s)a~~xOaJ61thP_l{EfYgjsJ_cqqyxptb??34oC|qM0q?g-!@akAu3_C# zitVCVS_8Kuk)o^mxvHdq3D7&Q=aY*v2{34^>TJ>UXOha?NWEo-m-+9nJQ+trDQ!Q5 zkNEJ6j-%t!9{V9udi;E@8sRp}W*HUr`Ey37LB5y7D!@m>ytePO1F%D4Cd1 zcp4y{<(rM>An(@n{%AqqnC8)4wGpN+qWuP>l^z8YRRs=0a zo`z z9ozUq$sR5&5*`@DWMIrPsVlo~%FZP9mJ3((Ji|@en6ccwX11ow{K?#`W+qH| z;SMXsu$Z>*CJ`pEwIRJA!Qvy{3(1-kXGF7^2^UN`zPU@|_kkrV7zKRhxCi(wfMKzK zLZqY(?0g}I+ewwz{U=h~MbC{%dFFG3v9n!`&=)Eh8UI36mIaM0agtrRIJuC1f*Ldg z)74$+iKWui+x!T{Gv=6Maf43mD){U*tsI~xCsk#x(Yv|ysJw97@=f&z!*k7_6TRsU zQU&rTRItv@D=FAoPwHT$e!a8MU8RPEmZP03w)aD$3B zqFRgR&)%dv!@@VPH+)jo?(_N6Lqh6&8aa*t3 zw2K6v1h=DAGA_);Bx)Mka*n;|<99(beDn4K9|O{&Rv2D^o$4q}uCyeFsH0z^oI;yJ zMMxOMH`+SiCK|J$e9xvz2-{1z?Pww1wRO<=mqKD0Y9ML?49>k)>vUODpWUq9wmH{a zE7|J2-|bd6oq=ByTS}}WP7$BHS{G5VBI7tv?CK`gyb?Iu(w6KlO*Up{yjnWW_bt?} zVW%=jZj7)m9Hedm=tv-L@977*9zW34c(KSY8ZyhRc zdg|wI<5-Qy~4tYZm#k{_P2=ch{0n4afVHa zI$kP~Y@rwMLpDzl>WjSa$sZhwKiIm1(88+)1kv{xB)hQMO%;aZF3`mBUjapINZI*_ z6=q3~4i3p-NjWp&@%V5HK{wh5_uDXi^zaFSG02jK&R35XU2c-LJRoxOX>zw6lH3^e zyBk$_4g3z>?2}w4N-sO5CJC~NMiZYJMj;wGW*_sv3#<~5eJLM-j2sp?Pd3NQqNFVExmjhPFaMw!^@QP(=v|cU{%XW|D+DY7P#HRUFXi^PlOv!$K z8_r0YaOob0r4d!^C_G36+eNOcj0V{k<` zQ?a$xjNIwq;9XApf_#|)&6XniSK_?eY-oA9Sp`hx&5KsT;5-gwnH8Us-@%IS2Dw=p zvMZIdr`=T7f+TU+vk{Fd(0#O;;VJ{w6Ilmi&xOO68gqwsb6dg6t$cy|lFHfO(`dT4 zolq7+K=oI*N@?Ik>ZT&UoFax)Mzy5sbEk5721&`{!Wvpm|8>KA4Vc zep3FE@!cmrYZc6Um23_TQD0R*Xyu4W4zjIOk)B1J19i9*)ek*W64P8#zEhbR88Rgr z+$hLAE%U0(>JCi{aTK$1n#-D($s$_|+Bh02_JXj}vvuRkdN7);U)52Bw9HW^1%=?v zxwH(yAw8Hru!7Nv4;BGHh3?E_L2D`1ESZLADZj6DLTkHdPGPoaI8E{dMoXVt>czTUGP24T=hVsvFe ze1l>P+pKj?ZH&Ye^i#9$x0LZSzVV}>VerKE6VBF)kb!N@_F0ed+5HxQmGK{(zJq1{ zClr$d7!#WnFgsu8)e4Bns34}W&k z{(Fs&0e}n1@;{B=zt{L+{%?&RxU~ld1;B#>F#X4BE+hb~0Ku8QfA(_0-Vg2no%Dl; z1*pJ6!2D0?2f^|`%Y6U)EFbEBEAxS|-(TqmiTJn7_fM7&K#v3oj|BDaW4U1Rhx?EE zL;Oqr{`UFcQJ~@fMgCABQU1pH;Gt0wpul^%f8ih4`yoN1p@O9!9y$c?e_=lifXd&! zT$sOmx&L0{`)4T^jQv=^*zX_d=lLHSx$yA+1o?1qV9>zRxPNsYJo4WrA2`kjHh$Ru zO7UUfqrl;#!u;LHg~I)7{18wG5RnOxz#F;He}Nwo5)pun2p~cPMM#8#_@A_ogcuh0 z?^rG>JTW#52|Ok#K%Ep|`&akD;gX^vfq@?xcqSJcjtt!7!-pXU1d$_Q{)h1+g82*l zNTELfSUzAQPyz%gVMxKQ54@C11xZJRgiQ@Y38sD2VA=-=p+&`^Ln5R@$E3qVr-vt} z$3ia#9 z`05W#V0Xt;D){m7I>&wtZ!upHz#HA2h{m8t7V2m|T|`1bf%x`oszj6#J*+ z<$gIPt;(3S<=JRBC#E-t)Zmq2E3YRBFHWV`;|5T;IPH0KX}RG#)=;(+=-IDL>dVB- z8}fZO;OJ*C_PREipWe=XLFhoUdK4Q`c>3;lnn2#qJnt5k<04+=yn7Zy^J6EKryFIbiWE}>?$Id5aS#|cW(8MN7o3*2 zp7g(nEG(90)t_|GCQjTumc{!(o>`YZnjkW8yZ@5Y&q)pSpo*A9!QV|Cr2sLUdu4BF zoikWYJeK=+&xC(SO!LaLsi?#xVyMs}jbak9SbMfCpG`!(EF1q~Q&SH3(fP&egpcRE z&1$PKwEgPR!#L9sm5(WRpwp{{_BxZpzI!BnAE7Co-ZhSvT3Y|CG;xj5zL{N*@SPedK|#9X-xsbSNuWF0D5H>sQ<|U;+zq!(M88Tc%5rXUAz&40=A3M$t~PNAWmFalw@5ZSog+bt*Hgxe&Mqrz zDmf)9rjKuIs|+4OfjjXEHxfJ1?uH1f7dKE3hZEc97yUkU>)$IIM(n-RBTRToQ#T32 zSz457yBn7PIyJn#v9>5W)R7yVU59a$MhF6_+QJ^|W3NOtjo)87`+tYzviKT7a#cnd zAZ2IS))AkVUKP)zy?f!P@lCMP8h@MK>v}6p;7%2O|HB!f+cUS~ z8WU$z)Xc|q{jp)v@Bq7980H0)wwogtTEA2<@Uq5wcLNv1ou0V7d*)BPVMOSnE?O!U zqj_FL@`^h)04H4H@sm9F=N=wEGHe+#iw{1W`$@t%@C^64uO9^RQtP|@8Ykj=K8v7v z($}CEA36oKg_+<=u5)`6i8r5%Q|%tTiG3L*bGH`xF@0b?0nJzGYvJpsu?~w4cAb5* zLYxNK(eSxT1K|Opc;qp9KV77-@dzlw4PHJ(Ehlp&eghJ`4tzBJ#3&PJ<7jh@5|Qn2 zTQkaBn!~VeddNh}XmhIJDV#iCNz5PxL0lr|uN`&6s_`5eq>~@rx>PV}l3$BLP(!)9 zoPBRGy^$#+%q=I0aGRpj42l@}fE~IM7-=2Ygihk+QXdeTqy`Pv2-+gb;S13sr!E#b z3J8=ia4)@&r?i-{$CYw4c5)cQ%LGeA!N$)u_o@0=fR+sefKV-U$?(w?6vvgxOThZ< zXEH)l>n;;RQR;2PRFI6ECegOpgo>APEG*DByLHG>bbD|j4zBYuc{FF`J2EQ0BB_KEaQ(n1mXEeS1~f=}aLd*W5a-u|HTXb1~EC0_P5M zZ6-UAv-~Q!Oqw1YP=NY5iLS+5-oA24f%`sa`3+g=U2WVy~A|=&L4C&A!V~I0wkjkZymrKsz5K*Jbs-=vW;#8HrjXsI`p{{%!R{i+P1i4#l z>AEBZ9gcuDE%!I@v3Ak~;2v!I+{(EVUgJuxCm9SX2>sF4Kq_s)%sl<1 zH)famIlg&Y@!o^tBOxbMM+&kzN8@VJ43eoUlY?$xxx&?eg#p*u2dj-x9kayN=CTY2 zsczj*zJNB;Dz{Qs$BL~wx+M%`B?r{0B`LRwu{!FA+CYzujeAU}>fbJ3uFr^?Esz_U zECyIz8(Jv`Kzu7v!wkhoY| z(U|H&F0qa)H5V=@`5|(?X70V=G|+Bz>V2io#mk2uVlXXXBgd(W=yi_wPQDzqwp?&dHxo6(-d|HD|k4|$?X z)n1u;gpl6def9@Ynxy~kI+bf+L&jFS4Em%pp5D9Zi#Xph4}`0*Jk#Rro>CV7(0Oh^ zP5C1Ma24sxgGhh3f`q#^+z!5}o_|L{iZl_Wd&F5dvSk9_~~r< zBJk0*wZgZj<P2n$4P?w*EJp$TLL3eC$+Q}Ui>`O z0|)-f5MP#ZHwCW*?A*<8+Mb{gp}l5r!x`|B*rBZmW^S9i9rk_emiF-zhV+k1Y)^q( z?mndh}JLO$#NM*y z-}y8(xUkGVYX+>A`l4&{zw&rf@!C6l^Fmk^pVG2~vts|e7oZ0n z#J(nSwPUoBW|+VYMM|sFO73#B`n~fZh-2PWoX)^s#>|b|4KU}K-GU~g!;*CTU3m?& zo5nvd)jX40KUPM`?=e7h6+PfF>J zydgNd{+Vmxv9bXbqn|=gydrUh4AUb;`}sawvDSD%<5<$Ee8$ zz?8@Ico`xRpO%$_Az(YueA9Jf+ z^!t#W%o^;CM3BV4=JBYOT5Coe8<#!4*3)1}p z=`+65X4VnltUCo>QJZ-n=yW|r)jUS#J&QH1WyPk%d9{Qh4n%3{gcrgabsz-tSvySu zvlS4G1E6xw)Uvxk$LXCN!Nj_8>m4~-x1XasG~yx<9*%81mQsKfxh{)2eZ#zi1i3fB zyj#zlHQl@i&pfqsUWH-hy;=aviqk|IS7(AVMzt2MMfA|5}kSWw{a3l#gq(~{HMh#k$HV)2Kn_ck;n0n1o_ZwsX=~g?>nybKVhj1Q2TkPkXO!_U!p-GE z&W=(@#PR@8WL`_MZp2OU({d)qM7gC6xVM|koMxRYZfN z-w|!=hRbq=;q6)D3{`;>B_TF=T6#&RqUlO{H7k)d{gFlb6uH;Wd4lUzJL~0Y6S$R` z31Nu&9b@ROowX~7)$0>wkE2z0E#(gkxV^yIPnFfio%kJTBMC~PMuUt%3LC=aNo*o{H%rwuNrfDK4dFne-mk)u}s$tbo+`lD%%=v z`79LBQG?}N=?Oy~JtM|Ff79-I?x7bf<0NdyS;etjjp#;$i)y7pMFk3M-E4ZTd{?vL zdGoAwq;5ds_X_tg-g@-gCM}}oXM`3Bq|z#x2!pPwkxcZ@0zovDox$PaoT!LU?vfR;ETJIvO z>?^&o+ceR<2umr|Cjwt1c|tf@B82Kdhbzsz}b zX;m8;@&Mqi{;9o^W~zNZtDAnRwqHR=cCBwwu7R3qkYlr)$E)&dXj_nXr_e?3uUC{v zFX4)arX!my8oeQe&73b${itsZ6kdI*#Jy+U)_CoMfv@el#KWI1x)tWVjoyY#tB2JU zt%eEO^AI!rGeR^?(=R3%d_K8sIF%!3Dj5uaEwUu7p2W`nfoC_$o85FxKW1V#rG4Hu z;WJvP2pLrtBK)Xj5el%+cgCmqX6m*@rshtiXp}V&-8*+{TTY?4{hevQG>z7 zZzVGG^8(YWhYTI&f>_zs%LjCe!CM7LC_}QB133IMW9RcRHPya?y3-6;Pv=9w8dlSC zW_ysof3IG2CRry(nOwKUgwZe2KwRoNm??iRswbY4_3c%>#J~~S&<-foBLPzOlxg|Q zc3uR;lp8yQaa&~6M*=Tr)<2f@L2_-+l6Y^57+*ql|9fo_ovwkoDBHZkpi z>xL;-h`?dXt#ZB@H=?CHyS^jeZNcX?dZFqy`-Qv9jt8ann&}F=_u6NnpRa}^_$13! zip|zl0q>C*U4}dIrJV=aQk_*xNQ4^_D7zKDJIh<^eaJt4ob)~3PZ6?g@pNum8#Y5L zZOfje!yE2xyl=4KZRd0@DEJQKqwJrbZj>rw_6zO=)$E`6?pf9Bt!-6CxU7p`Wxe+R z!I8P>xdmjFC1B41?Dl~$>CR^Urs&nqsr6xf#36}rx9U|-Gx6S_?=CdzQRMip&_Si) zk0U!}t6Qd7v+eD@o{$vgvNwU_%LL%~ro@!ek+JXo+~u(wh-*uk1=HYa+so)M+z30! z=9mNmQIBQEihhlR_|#PSfI0Lh`JeTH_W_$fKeD&6br`=ZJ)PQ{bZ~w@)-VL%#E#Cq z?UgAfn7!G1SR6I`70W5_wfP<9)?zfyos@SUjw#O`RBWseU6@v^e*`a;Z$mrg40h&3 z%*38oUM&*$Z(9B-rOe$0vRpX)FtW(qP-glmFMMTRd*be3`3$~1nYofyyTUetxe;!; zy|lWEJ-b46{aL#fzkMxedX1}gf#a~6hPq<@;~3WzQ9agaLsZ!>2pa!)(Ojc33|V@X1Stvj3E=*Z&C(Qfh-Z3jjw50FPCSoxmZtmR4@p8 zZ+S^u(SH2qz5PWIaLOupNHUM$t9(a_h9=~HBaM3Z`|9rMpt&{X7d+ZIZtbe1-Tkr7 zhN#yHrW%TV-Y-ftOmwsd`RD7Q+F#_kdz9>VcA#LLs%<@$W!|1&twxXB7zpkvTLNJZ z`LQLN7mxne51x)kB5?ThK*8E``1z*~{udL>XQ5Yx@np{+4b;fqr(^VX2x+je z3k^`|jbir$ZUD{c9!GHbE0r4`W@^(D) z)Xx0d#o-TI*q<@qYn}W@o18tT>zf`l5FG^i;Wh#>lnE465CRU%)KGjv77{11OHq4O z1`-U6RSXA~}WO~j2bB%9%iF zUdm;gZWv-f5L#Q%=3=t_-7MB3^^39uH;ut2lHPWFus|w~#&G@aG#K(S0c8&Vh_6M~ z`o<=Jj{|feLVKn+)1o}8F;^afMr*YBbQ@B+_0F&cxU>LfvCFkpJx3zH0xC9*3$Eq8_=MMWUT3EKP&FT{9EHgCoo{{ z%?=N=5t%OCfUml6;`}8`)qz!x4^F;Q7e_kiLyJ~4itoo$H7&U)EPOS;++h4*T%7& zLvPJOxQ|oz7@KQ0ak7ZrZjXl4YJ!vFpP8wCk1~iXJ(Qa7-ai^IVtNnHkyiw6n))57dB@7pVDn= zU61(oyzbxCMo>Gs^)0pFwy`gCtX4WNn)Z*@%-~jy5)9x5F3>i7UDx#-`gZR>U20pW zu5FgKoiRF%fJg*4D+0e9SQe-|yt%mRzFV`m#wcZ5O-WcjoJ#~ z6Yn^jVRH4uoa!A1Zb9pYWg4K>*r8_rIKV35)ag_V?T_D44>1**V*L)vL$+t>!720y zVh9bJ)(BMuj7RbfR?`Dc`(w(GZ$;>CF=825PqG4BV+ks=HpBF$H%bJN)f^55`F-jqSY9LUoXbxBl&q(tLU zTuqWpzlhC=amz!-VH+-BtscslFb`PaHyq-`n#y*m5~a;&_TZg9^$LDiRaz|Y7P4t^ zH8Ac~8vi&bBDlqz&?cEmv(eFQAH$Z3Ek(&%5y>(zc%HHwi%Zi=gUX}Q>`H(^`B@ZI z%-g9 zK+Jc{s|{XW0fMY`r9+LU4Ldsx(@?~IxI?H54$7lk8ojoEDBnn>oKkcPO5T|#dd4M? zjFI6H(uH1iX zI#q`zVPhm+r`i$>o5R>s3+j1`q@tCA?2W03HALQ)0TXJ6Jw^FQ_aZYliYyK?Rc8ZJ z1UMq`iKR z{E(A_b`<1-8o=hkfB8*O%Z-$jW`fvDOBR8DzwOWC?b+dXl zSP*t8tSyQT$(=v;e*@D7go&=g^F0k}Jyr*+)q0_`;dD7sL&mNCIB)^2^r_3SCY{Vy zlZV$=a?-g{HZPff`cIgFY9mfLEgqEuH*5Ha+gRy5hNM=*i^T739Z+Z zeSCg<%ITUs`81W}O=T7gR;+Wr&VSX(WGLT8H~F=oQg_qn+$?Re^lK-fzwwH#UXmV5 zQ$llv{Lfvf^X)>;HQ(|VO1)64iLhcrOLQs2_sWHzIH~nMD z;O?2SbpR9-zkKleJ2&Ic#`$dFtF}YgE6>D}m7Oh{kIr!X?;PPNJ6I)%{pMk(o1U(s+5*_5B`#dYk( zFqb*+GTg^@<$kIZx3gmX;+pj3cQA+D+-Ls69YCThNDQ{Q9q@UdlHq&@&eiTR$SNCJ zd3EPy&bNu6|FYa0b6??_xzx?Z<1Jc6w7JK--p}v8-k$#(H(2<1RNXc9*7~u%dwt4M zo~M2>M!yNnhbLe;DeP%0c)u(2>?5XZ&o$-&NvMDR?Z^F*kgn@^KIE@p0k5(f+?PEd z-l>0fM>b2e$HLp1csk|pJXCJH?0%n>Ypm;wtdE>Wlfl-xJ% zRnt7v*$;&p$MD0WFvpljO%_qyr_Vd9lW>GJ)zdx(+47tWAimJ6_g?;DA2+|PO~J^ZV+_r?Mk1-#@=QCI`W1Q$Yq{!RAf z)iko<(IUyG8N%I;eP3jw>#T&o&2k^CpnhEN^y|L}LahsVjP^aJB8QQ7&8nbh?w1TJ zwk6Q=aLR^VlJ>#kiJ88;cU-4cgWA(@F9((+Oen_Q>%LFhYYA)rz7p4?>F$>L?BV3KS-_VW;M;WFHuO zY8Pe#Vn5PG(~kCsfz=uS*h5Z5A+#9J0{D!hL`PV_wef_oJj4d)g$j0uR&E)v{rFm# zMU~$=acl++;l$eK2fv$0%=U$xYu|}mwo4E(_W!sMqi5yY`;HMn#~!Cj z(BnU%mNd*@(`WCX$CQiasKB3Rj~-1~+o7TVw-JVr<}@vNw^7G?KqgDmZ4HB8ZzvacZ@+ks;TVVF}23W|5KT z8@B~=T~#P#doWtuzC7n-x+IL0T-+ z7V6(pw4HN;=&Atn8Qx&VN7Z4@Ecq`tbBL8m(#|UH5vnYgv#+1=*r~E zt2Ru`Sqo#C^WyJ`>nN(2=xlt>DK$xIykawqw#-zvqU5IX2~OIxC@NTn#*um z^Tdq`miu#7&SRxYg^q_)2HuNbf^l31`*lrut+5t1!Fk=w7x#Y48f#B`ZmRi4FLeRt zR={VR)mFN$H9oxFH4M--C89aiHPssTRf9~i28`ld1~rY?Rujcm{Y+6VUY9H{Wm#?U zzeH#zsEtLT*I1~nfWS|)(5YdCDm>WeL*9?s{Y6I+=s=5LM(H*%7)trU7smBCJtnqt+t)EC!hbGtm=WUo!hwfTUC3LOS{Q=z5aBiMNGRD z{cB6*di$n!*X4Sx)mP3OvF=6U9{7#NAb&DHz|+EdFTPZ@txmxuSn9jhNaN4SN}Z94 zuM_mjBAYt*t6zVb>P*Wecc5#ud4o>TZO*b~&)aUsdV`GVZcfPg&&bWKBuy9# zY;JCDByW6d-EY>TZCz1stdVa4QP$T)^h%X<;b%5>O!cZ-bxxyk4=cACqxCML#Rt`N zj_KDg`EZsOx2`AC&iUr$>GfNg^yb-ge#@!c-zWZ(TYJLS6ZPJHp%=b${y99U|Bg&(ieU;O}*xC(-Ga^3H z!)GwM71JRLNg;L7e<0r@Com!k*`xZ=23}=kXK6&YWfX94$iOd2`Nv4weeZ16h=~E2 zg1?S z$nXFxco2lY-QItD0RJo6`xgoXLj;lg8|{UJ`j-muuLKYS2_XM3{U0bYG8h6f1kAsS zy(j=i6eyT~<$8hOr~newPyHVN_iw8g68Mh+5d3eb_tOCQi3a}L0QdNQescSN{i4`)u|8Fa6)A z`|rQRe+UTw0D_;bUV%?8kPHEZ3>iocN=*(y^51}9$fy4AA2je&{D=G5=lui(X#t%7 zaDktRUMo5XT6%y8JqX(;7f26B^jH6fgvId51%k2u1qAj|-xsus$G@NaG z^G7esv1Hyi(I(_(|DfR-V~!)|uXU#L$@b@6Iwbd*8wIw0F4mZi7RwH%wE8jX+WP*@ za3A>cI4#Y4eH=d_)!sP}E!zu5KiUZhc%SB0M_-q+J33#Fp;E_x`X)7P*Mqr3Ovhw- zJfEGVQciyZ`BS{bxVJbL765EB(+!Y&JI?Y0q#xshU6f+{G`({^F_bIeGuQVy0Y0t< zf@7Q@Mx54^r13HKjqLdM-vtr{AMCE=x&B#U*$;p}YToiB#IQ7x#*2YUr(dra$%^3_ zI>}Gs!AXpX<}i~ojb)d9hDjQ4z}k;o=8~d_L$=cpPap0a`k5gyL|tqG9ejcpx<Eoedniq*9k&`Y$!f{-XG-odcOxbdfg(BT@6$#I}IXdt| zR}N2$0CCaEk5Vz4Kg6J_|zJW48 z%(H0~c}kk@uaNikvZ}Igth}n*g;uOm-=m$L9zLkGvT}7HqP%sd>J=fbHsq9{-B=yF zpzetw1IDKrrpeM30k%xO!kebeu4NA;z@mMNMz*>Vw+NSkzB)-owhcxjz`nWag@!hl zh|uG@996{&D*YQunqe1RO5y2vhO|Vb;Zh9sMY5(Db$S2M9~{HfZTXAaf$h$`@6d(1 z6}58|U+9_8F4-qTLfHU&!Xbk;Q4$a?PgF=Pz~AOqPI) zELY;A5f%tr-&{M4vuqndM{dd-j%5H`y9l}`#&MWWG*r%(3j@Pk~D95+UrH4OW zy1%axoe5c7`|wzdAf&1EdQBNrT3>_`akm;$nnBHWD7IL126aN2%B8M6y4usmS}?j{ zrwUZ&+GO8J)M<=#Wn|j}VgO*!9Q7pze%r5NFL=xBF{2i8{6?rAb>_V|BvR;gi9ZYy z#996nR+_=R27!D?jRb`$pBOBEG*#a?lA1usTVz$5AU#LWe+t zl8&`fE=sgu`jXYG{cBxZ^s>kln#AZh`2dN^``ON_@;zw*{hTxF8xl@=tyI^$e0;0U zJcB2;fR*At(Y4zohPhdm;a7`@)Cr9zt8hsUl-T%%0usne)iOSm`p+-1hYD1J)5t5g z*-r!JAa|`FAfP&N;q?t!eS!~&vB_6%&~oO#8|=HKit1v`wO2>ol&8rw@A9xFDFx13 zrz6bn@^NjYo<}s`p@dPhU@HyCo>^JY$yt9e-<(Lm<@keW-ehCKTS|TQeDAUrd{O1h zq@$hW%x>Ta;_>>J8YIhvo@Nq+#4Ke@%H}gvoyjEfL+J+>M@!@#OGFQs-xNnFr@20T zfKf2=`vyuLB*FO_-ed}m9+K$k)6vQh<#g}gA-&>Cd^RrdQV?ozQ%O*nSqi0fSd1F{ z*qH*bB8&AN%NA7lWu(%S$b*cq`csNx$gFiQR7GWw<%?zukdn-?Da$kU85AHXjmoH- zVAT3QwpjB)1mPsC%aBFRVyYAy=&gDsLWNFwgt|vt8bdlG*~?{R5ea3KeBBfe8zIhyzS)O*NJb} zC~|t}i#@k-e>{0`l-@^|-1s@=995l?9?JP;&R8R7PpS3fkbU>3KZNo^a}`Zht9gxZ zpDJ;Qt+Z(@t)rqt9w^z8t)dOLeL4YoKI=l0PoLE`=2*;=R{K6&4cNBq ziLmeU(EVaXk*f&`zeaizIX!dL2HU>EFLKD$2779*V#I@Nsp*CLyYGbXic0N_Vc*&B z^&;R1zobk$Hlm+pt4tiSCDye?TK}SysW{i2U!LI^xS+X-JR-wtU#){{9Hz0~>^IV; zbh;8RccwEtkbYfM+Jdg^_7;@U#A>0zV{NYt3zu2eM#my+PFt1gCDiuZLSK5|Kk*pB z3`O0c`W}uika?O`xW4^I^hwOd+ge%%kJ)I@7z_oT?~R#Rr2{-fi^t%WB3tlgc>I(NN#y$bRSBG`6Q9hl=NE z=ir^aZj7C#1b7>3sK){XK}W2$_kprGRhqk(nX~!(d8h5?=_TrcPt>HaeBrTZ9N~9; zv-dffMpMVHtw2`R@pMMqNBr`u`}~iLU(><%%a1W`+={xhCb903ms?LUMC&8q0`9Z4 zKdl%&`R85jSjCrgpPMr<#xe9gsMKQ?YWv81# zl$Vt&vI`vYmdVF_I~l;25SfJ&M40DmrYVl%`m9?&{FhsfZ%+jZKgpX2sXsdE;hgbk zes(!PfnVeEz5Y_!?z^V+ojkVj<05^^&7ABMS^MR)cPtVNf$oEGYrtpjEBHtaEF>H< zbw(xjelJD|Do}%Hv;|sN5n$MH57{3*IN;2xBXXjGT6hs;Lku~ghs+@r<(5X}5D69Qt2y)$l|Fn0Zzpi%c2zq5|G$qWIpetTpov9B+Cx1tAe zg?QOlD6o{!p**`{1ADh30jQFrN zh83&xi@GsNthl9Q5u%s$E zW5U9aRykt@i4l6R!cxGZF^HmJpV@^(}CO=%`jxrbO8xs0wPqYJ~%D$h9lrS=$<)B4_{3#}@C4%NT z;&nJ7d(~7V%wtG3-XRalOD(<9+!xaVGBB7jb2VLKHq3}K{YCgklN7F8n)jSxVpkfM zEw*2MgQ-1ebSGn0e^{pNoOVTPW_MZ)8W*(#cJzH{2JmAwK0Gz+lMbAG{?Q+vW-67q zLY;QZg$9re>gCGN{hn^vB-D@bQP&|GfTB{> zz?9;Iwqizi4jZ8?3s_sHmt1Tptjx7i10k6t*n%&x**0wf)q{~`ZH7gXMJnkSP451+ zZ4L%s%ge{2P~FAPp36RoMbWm@AJTx$Rb zDVCkK#XYpu2+Gu-mXwIeK-i}xFW{thuQdprXDZ@0f{vBnh30ESHfqW6=bY6Zdo(m_ zH5Sv<8=W_3Sv8GoWbkHW;z}XMuQm0))c9FcXznCNww4-3Hrr*0isGV6Wi+UdHwBzG zXpc9NmN(s&wM4GhP@m^;mP4s&S94i42XVLl)M{O)sYQ*f!bveEv1$gKw+5aU%MfRo zw+H&Z7KUrbh?cgskynVw+`8*H zqk5yfoii7P(x5@Jrzjn_<#xQKKLZW=xic!lGNV28qrB5NT^t#XWY_bjTS1M$Q$36h zM$2o{CmC3Ep8F2xkfq%#&0Q63ZMoPQ+YQ$Td(klg-YK}-mJXX8zyL*ea`ssDRnaX+byjx1PRaQ2(L93(q ztQsl4O%1P#w6u~84|dlxop5(hKdO?1cS!e~;(gqrBxA_>rb3omv~ZsuGfBJSZJch#jBg*BdSRYx<$ZdgvvANz{Bbl+EhFWN!zb8PPUu9V&n$U zYI<6NnLC;>G3r^~d&AhK6&_5fGgcHeveVT4f;*VL)|+rX*4s8j3Pi0`974Qs-5(!| zjT*Ppmi#y853n3FF5al@|s-f zD5e39BhbOxHBWh~^)%6SA8u6Prcae`coO&z-QZQ{;Ep_(#~ScVJZFw)$)bW^H2;#F z0)a1<=@{oA>*TgB9Keo;R0dt?sqq0^#y4<+_}?xLazYID$4W?p;ur$Wml-sb!@aDkq0l##v> z*E^V^V@^^x&v>ntc6I?KZEgf_PALoBV;n(xb0!{ckeR;SMJ84I5FZjNF7ngc>dEtPij6y5P5-z}N?F!| zHT@bdaF&^O9kjD=W`oa3wWB+8@oVL}dhbdF{A%-iUmtLBpmS}~WWI}jl1Z-3d}HIq zYgL#RWtM2O4}ab9!=!Sl65RtX-}VwD{&h)SZgsa3eR6$euV;xyBP1hkLLI+ZtYYi@ zJ?~hjX_jwWuV?e_J!>Dh^?bQ8v$XN4&BFern6=eGz(U zA<8BpYjOkAE;UMb9lH~>OLqJPeGjW^+aG@$l%U^QW{JOYZ*Ow%i>;&c+O(P1G`;k` zTKq1h)4XHuYJ-g*9RCKtUO!pau7coDM(2KI=0OD8)}}Ucuk8#h!9L2(ymHk6NXIS; z!r{~Ap}Xb2?9}Y3cde=15w_LQjqdbj^ns0CiQOMb&i4g(z8$aV8ArYTx68dh@Gu+j z>u0cg-V8khABx8={3{iYdp)8%p;ZNNUk^`{j~}&my$DXjs!k&LcNH^(h$;_t=?v5L zj!5<95Qt%p-XT6FC;4|yK^czX^v*K)r`e0A09Ug_=NeGjnF8YHMN{h>cE|G9ZL$3G zJy*v@QON6^phz84KV=W>8IDH@&@SJ12K2VIE@n_B_ZJEJenp=l8XWphoj7Rs82`C+ zBDne%bEw6zepWS*DSvgAxi7hHQhd33!|=11;Rx`)@9HE0ihTV`KLFOG0Slw5C-k;6iOL>BI{*EJ3eL_K> z9VFyy?hn4pg{|M*H^2QDmUzzFx9o1k>@RVCeQv3%!34|v0%$|F@L0MKveRaz6H^ul z6X3pgi2A>irzUIUZ2JC#@7bpBF_{QzO3G?&KNnsnPzd7Oi@-F|&f9pW; zWB2+)@11DxZJO}5>T00N2QH!dc?%J{1MwC)rvFIqU_SQGse+!lFZdqed$;Zkm*=+j z|EmOWCEk!HZjs>yrEth(lwrne$D)un8x=5`RA>lNA1C3jt-Sj;*Q<~t6pTRrb>T$B z`hErZHQ7IZJfO2=vf)(4+%Ny%fFRzN;07`(lFRZPWRWyi9g=^EUy zhGy{s99QDj)-n?X?9Ylt;|SR3*q zAl}S?m*OR!BSTKjeCtN_yt^5mQhqyP1)9pjq2LhjQWW9(=fbpQ`TfoHHlh@<68JGP z(l1jPixeSv;ne=k_1=;gsV+FQM7KHJ1icW=(+Xtf@!rbw-oAzPFh*q7%HYOVOvWA$ zYzQidqAq@*a>8Q1ii{>~c%e+JmgVK=Godd!&71jm1P=aRbq4pm(Bd!c|}r$_uX; z*3dIiTY@*86cN{0xt z$w9tIFixWB2cZ&3uXwfWKL(Hm<9=J)5Rde-+sbT?JK`(M^U&m98*)cs`z8!8RXJ5ECGq*WFOIJ!rfUde6~TFfqUku2nWnvZ$y+iV7{*nBH~t*x52O;( z9ieLpCZLFCMD)s9Ffyr7-o3B~{tiN^gieKj8SqAb(|N0U8mzRrbV%iq$8M%-&l5$6 zvIdfZ%QXu#cwB|q6d2^Tss{I3sfd*7Lo&+`qqw~H} zB<5Ru;s$in^;73{XW9L1VtM8W{-VanMCQu%vlhP&^Xyz#;|1KcsYg~=u z+nbcM4JVs^Y8`t)p3kleIz~X`R$xMb@ZyFe-5`LS6~__FAvjqcyQ5%?*L8}Qwb@g2 zdSuey>&qpnG{(S82h(v?6}%5I+#3?zSdBHoU}vS;V5k^A73Q& zPQuc?r$ow-T&m8REzU6@Tr%ZQrXgDbt#<~RCTy<=grC(@ZBr}TY6zJ@vql>)Rcm;t zaiE%rP?)A#Y)Pmor_jY!hi6oA#G$EXLNiCQD)D>EO{kDA+%%9mQE)hN_{i^M9fQEn z=nbuhS+t%lv|N zuX3p;!TQP<7K>wxm35&6&#`3=Ooz> z8NBA*Iu0ZqtF$m`H-(%oPHXfgM#wdYO~UiXX1E2W`4NA97oVbh{f}Ck_>_=?*Fvmh zEb#-UtT&U!kY>~{3k^-JsEx6Nr!iRT8iREE#nif$7H|TV2~NCKS;*9UyUE=!sF|aL zWUaACHAnU5Q1b+I7eC+J-!8v!jxg()akxU3wih&F+ALa%cH`($+Buar>jYy9c+Ane z)K--jn(G(0mOSY?YYe1Q~Bl_i_m+xkuI73<|V@Q z2k`B{fdZ&scH;T~jgJ8GYkGLlO4x(+4|i2%u`gb?E02s`pdTXd5p}fF*8o(=vld@(Z{h{dKDdwT zfk)yg+-hi@KVp{?p}fbWqNWF-_;(8*mG?Y^VdfpEZ^czDzo*B&PmTLue+cl6wgVLe&q=so;qJCzhH%1t zZSQi!ZTgnc4YL3Z`4->d2$6~-$R$%bvECD0DoA}=w-70C%hLNI(o6l!3A)g|xG$jS zC`9Go%hKBe9mR_`0F$uBO#>o?j@Gero4fSdtKiT@j918!!?*534lw(`zi`>e=%a&;hzH98n{DY}NNcg%-7|A`(W$rN3H1DvA>rDZ-_i z5k8N~Y zb_NFiPGGY?QO*SV;I&S$fQQRVlw;w`&N)4yG6RIkpgJo@jP$@&U=yKyKL_ywnvsq;JaVs8hZr^u0F^fbyDi8|Wr*&r zhje79x?kM3qL;d$Td5(%3a>+hZb(d4$_}nc6e4x{X7xT#&(YJtq zP--Z?wsB1**Pm5l2`&sQ#{-zHs+2e zt^vzQwlzUV60Ns|Y=LuDxuoJWC^<=j#%LhE9B+SqB%U<@qjV%?LCQCyE&Yx!bE4n5 zq4}j1G95gfGKzmgGPrPp-SeU`?kzoJ0$!nI#G-v{P6RJkwo755Ut?UddsX_}Z&V1J zwZdANXzO76RT9c6LUTgzwrXzaDgd1bEv{37Dkwbaag%~Pw6FMi1|B~a%0)p ziSjNlf)20vF%y{?tFg(u@shXx4gT0Zzz)lef&PMgL@fr21ZyEnS{#?o!tl0e@MrU3%(SS zvC&G)znxE!5w|a*ed1-@h9{HUd(#_l(>`V6AcNCnpi_qjBS&u%f<_9U^wSOvpxzyF zfKoYf5^9H%86XM7d%*-HnfRSe`*&?p2#Dd63$hc>ZhJaZ?uGJRvMSKYnMa=4?tKA_ z;39Djq;NW0~JgKe{lJhL_`_yxX>~ro+wn?E?htz0Z zFLbHWhA<=ueeh*cF>FCJp!xWU?h{hjhTnF{zl z?v{>XMHDS%feP*7B!2z$YlG5~u(YVIj3ArJ#YBCeleBa&{jl;pOJ;)1MuEj9efWi? zRW*Z7Vcq#zv1ir2Ac827MP-1RG3s0gZ&RR(qGj)#bfqj0#F9a$XzBPo`=$EBQ?!iS z5=$k6YRjT>1iw5zfrHwDsF)fpnXE3)!c>%!^*}0{pt>jh+)C!MgPMYvqlWjU0tGqC z*W^V#=O#;2)$i~D)LAtjE^-5IjhLKanzolKmbP4hmC#t6xI+yZAXzKIiygul6H$w5 zF_)T&(Mt*U62woMz8$M+(ORjE6Wcw@@hq|!yDUPNt4@nrseE4x@MjEvum02xiW6C} z&XN>jqa!2N`re?G_rBukRY;(=B(4)&Rj;mzt}(l-L8T*vLcadtu5h;CUlP0!thQcf zs_lrX-P)<$5zUu_zuu8G)m2&O^R7)0um$ z{nnr0O=Y&Nhj)EtJOj`l+h7oWLxJ^d%>N^o9n+yoXFK~uT zRfE*(do)vfn9M^)3@$TlKHD4*dz{((^NWUT;?@5d3?>KQg0lPvD+mbyAOHa5{~Zhl z{YNJFnG^&C1weoTfS>@(|7-?>{|giZ0R{VCCP6T8z$f$v0uBNS4gwAi3IGQM0S5*B zR1ZRY;)4HT1wkReKp?;Y5D)-J03;-U91_3|2~hh-DfmC2K>$1y00RmX?7yvopiuuC zHwXa&0|5Rj8w?2w0|oLAE(rG5BnS-x2SE4>3WEQm5rhN-0#JYeEFi!c2m%CxeKvz3 zfKZ@77*Kd{DELo+@Ut8Y2a51n4u*vI)CeL1G!Vf*aY4wx*0}q3P2!#uShzBsi10li#$Hs#~#)Cz`1H$1$Vc>rTgOQ-| zk)iN0!3h9t1ORCQI79+OSOPRiLI5=(AdnCil@R_fJxByjNCbsVgak)~3`2|tO^gje z3QkN4i$;oo_-S1t#fKmRFp@#xf7XJ@Frmm{vB}|4DFEISXmFGOZc2azB|x7N5Kak7 zM~RF?1x`f;MN9>YO9hWX2TM!`k4uMyL5GS$hXv07!odK}$N)w21t7`@P-X;}GXlIB z0Z~k_luYnMOvrf5sF=)HD9m^WEFeNGq_Av|EF7>59PpH!fM_m&G8e#%3*gNKBE|*5 z%Z*IVjY`Cag)acm768}_z;X#7Fbjgp2mxY*poE11fg&jMpV?qhfW0I>i8R1O8sH)g z2$zOXmIjK*QR2#DF)0Fk6v6aVPz5!?%{76lS^&TQzga;mzyFj879q^ zD+=q_?vG`)Ct+=blx@)9XqHcJ+1asPI?o>NG<4vD&g)LJFiA*4-6_j3Bi9~w4MDz= z$G3tXjzow=x_oBoEMX8KJlQ9f5q7%E^bu7wBAZS+-dg;d$SC1l*#|DdGXK(IPE`7F|7;`QiW*7R$KMtAxU zK|F*mcOCQTmR)`d9>rO<-v&s=7O}32Y}NUi1=^yJkXP(CBWw!9!v}n#oxzMS3aKX>M2t+pSrm zQl93qh5AuxF~m#o5_Ss2pHxB)Yl79#44blWDi-lIN0an@)!#?lQQT){g%1X>)S1KNs6drni))3^7C=ad-TwiQ-JA*gLO2rpOB@ z>d3?WF?mGg5$AB`}X?~yy_0hM9*Ix?=B-p?j5B>^-0X6HjZD*XfUPuW+}mRZdahTY#vl$AEkoI zaG-}Odm@US31`PXsQ_HCKV`1-gN+|c16!z~-p%cSAMbPv!QbE&W{K)$D^g!#GHB5V zk1ja^%+043g7|$;(^C*-2x{v_LaeWPf@J(!fLaNguA=2|cK2Iq);7#59~Sh_ejzS4 z20rOf`U~XTp*TBD_Mnw-bw#vNJUaoesx7;6yjji%F;$)o&7H1Lj;r8sU;ao3evS%_ zYi7hJv7%7VuZ7c4{N86q;B2p_f#sRM_V*H|O6&LGa%5r*>2D82#CZeNF=Li1b7ADL z9t5*CPmbGOYz-V!WYU-HprX9x7`;G&yHa-!f`Z6pj^mNI71t6hus;E6 zOe+F6!M4v2DEkQbDPRsPqG3L4S&AU1N*%HtcIyZFBA=<@VGQ=S2l*`+3BMw{3}(!x zv2geZCh z`R(a8pAVdEVV2dS^T|NVp(Jky z2{)(7gqDc3FUHiBMk_{9c@5;4^?<4z_j(7f{%!e?)c^XDuh}# zq0jCFLG~`ma=a^n>Ypgj)QDmd&;sT#QQ}#EXF>#jHsj7dSTKloMx%W;?68TJEF~7( zm&u*RwdWvNmS}e2ls=VXbXW}XL=1nE+#cRn7iY*PM>*f4+BK!by_u;!1FoeQ-!NaP z?|&{{@&F%`E9LY|W}_!1B51?>Jy?*$f`+thsv;e^7JGM)Yi^}ZP5wunnk2f`$M2eY zpJZ|#d`lfEurW}K+7=s+)?^KJ7xR#$X;t^kc=9&*7TMXD zO-j*vBlN100y|3~?5KoJan9QSQJ}Ook}Zn*mYbMg?s0!{+`-9FK4{P`=BUGLzBcVz zskh@Q=ZZ0d1(mhaui0kq4V=?(Sa z5+Ebv1~~Li|1e4&5YR&O9I0$8Z!XQ!_azNSvi%Om&d?s@dkB$p`K`nZWLdRo8T0FO z_(I=jz_6nEF;S6NBeU#G$cd-`e{Nf=rMpoSNs~HhFX$k)6AO^C^n9i zB$}s5agYm}a9h+#rN8Dfvr;vl^;hf01P_w0knBOZucnN&FDqjh;nW)<50Gs_}AiUz4)2p9-(_|Y^`95mc%~Bi!O^d9V$k0AW*fA z3MeH7KW8?)H3nvO*jInTXU9{2Xo}-PTJ)^l#@n%Mr1A~QpsHk@=<9E^E+#ZOOLSgG z?7Zy9eze{VyHsc;X%to07ch_3X2uJ8E*;_!4_f^4-h1A|JIMLtTARyiC%F824AFcy zq(^`Hb=)iaFL?H;jz4zO7QuDF*uGJl2rir1{;Exn^ZM zx8lV#2KHCv3f|=$yAyn{n0QAw-{!!G1V^H#SX9I6FA656dW|dd0yxhzqwf87Yx(a3 zKf#-Mpjg&NZKJzC?thf=>1A;_xQ^>@)kZ!xlG*d$Llm`c_Uz|!%ISH`ORx@CE=>77w z+xDYcLg3prB9CHtE_^_{!s}SzcFtb$Nm=~4)vZ9seF77E118C@$9{oDu|sE?As_2Tj(q-bpf(?}$#eKE3j3`!cu#YYqZElxOz*Z zDlt(7fMIBoKO&i@gm9z=mliW&E$Y{p`Fsr6q2*ahhK0Deg^monx!-$6a0Wf4_?doS zdShvX3HAoPECsJigak{tC!DCrx(SFKi^pjM+!_)GXa;6bp~;pYItP2#ss{Mn8!@7U zZMjDD2O4vgM3hnbrO&$ymxR4zcmcmXLG|Lwc8p7G*NbbB-jx4ahw3j5o)xZ4T9>{FD}cZ_!k!uwegP z6O|nb7xTk+z~3JMIp$h3@>US>_BiG=42q1(b^9rn9w{!P-+D$Z7AH7XNJ5?R1UYsl z4&gb@+CrhcIWm$nm<2tu?+-P$@L%6m8ip#=BG+8zbnvL@=f_2?smPLWJ#hIG8R0 z?hy<2h{z$AGvbadF?%(s^)`uNFZdfwXo@?Gqh+$$XnJL7vX@p`qH5BkWQa*CvTJLG zEK^)FCnAbFUNQEM@5g#1TETW^nOI8!*-y#;7j1XhR!4)b>v{xtcMa|kg1ftGaCf)h zBq6xFGjMlzXW#>Ohv4oS2%Eg!z4q*N%&+TL)KO2Jb={6Mwkmj0GtxlTxeULD4CObi zjNHSdEv?LrCo}J`%yKxtVHLQ2&YvL2)ZCfimyoO@ZQK+1jHRQ@{xBX;YBqd*@S-(Q zt}x62OeU3EhQJ6~%%@a{Hj--mIOI0G@vs~}IGbr1Zy45_MMf^*Fi@e;SsAJ!mF1FL?TE){*WdZ zj_sN1HI`;TbQ!;QnO)yfU~HVv7n*PAjGXo`tT9UFl-w@N}=Y=jb4U z;xqiL?*!RSEx-(~>=+$=#WY=|aAR5FI0s7<+w>gi(&G2=)M0H7?6$%}nZnn@lH%|( z(P!Oa{A?+kvReA`vg2ZS*WCP-51)>+&_v+rQ_H`U<&}<>GbB?va^u{mxIS7}WQRpU zw-sK(7sVVnuHom*l$BbvIa@d*7z{%?h2`?(lNT*jZj^#W|uHrxo{=_ZpL{VOE_8|@@5j%e+vw^3Yl>trGrh$&2Ce#YMi?=ZCNye1EkstzP zD5ZhcHvOTw4o|y6Pq$7Tv0jk6*5M%jv9{q*Gh6(m+H$q=1-}VKtE`SY|7$r8VMf56 zNj9E%{lKNt$9bUNNwf88X%tK{(Y z&f5Za=&KY6Q{Z*G_IU=WDT(EN{ffw?0RHun#>}bCTn_* zb;}Lj<>_7n-gJkfUjO50AE!#e&}ubV#}J1%3W#rLmp94q%_?uK9IbFFHxN9O5`lS* z)(*uOT!1?=*$!fLMo2~qG}ddMEgg{ox3!O1GlRSC3Hvp;2Mb=XTM?_iGgfgagS6M` zsw>*m*9Pd!q2D!N#z~KtZdpL)SPi&MgHPE0q+ZCj7_ve^j4(;X4t(G27Mxz-i_GW;yV>|TEkR}5F9stU@nv}()Mx?Gxv@wB z;@*O@X}`!7$MJbXh0HJOD}{a$DwQ+)He+~e$zSbP?bfx(>~$?WM=Oxmf^|@R(pHga zR<$EL5~9}NU57ita5Q?e=~1NNz>yi?eBayaEIAY6GQ@Db{mlAnK4)gpcoYH+cy+LI z_TX$qSzxxK5_n0xIZJ@bsI%_%agM!wcuHaJ5g0#Lxw;m)%&XwzFR-PFJ~ZlwB0{vm z`8q%9vxdZ+_F18Kf&+wEKCW)Rng2KNSI`k@C^SZZ;@4QgxctEMOS!hqyK`}mbLN6+ zi@7SRT3~07Xs(?27gtp_ewP;R>q6H_h3k61(8iWX)eaHLma~4L3^R6!@|JwpR626M z4e=g};HIeHhC9(5n*EN>d3rL_jJV#Ww%|UV!9MQx+UyBfgK6JJFq)@p`;;*09hu^x^26WMbFUPz-&EqrmtRWv! zFz>L?Y?upx0E|8Ie1|aON46*}{^w(-_7kO@GjJ0JB`CYacC7_Zu7>xsCkjvf zPLS=7G%HU+99Dk6;&o*Wj&95#t01^5obvl0ZrejFMeX;aoN<%v#LKR^I_*1<9Q22u zH7KGcOq``xjRFjI+!)T=tIo>1pe~>HS{$}dH!wq=;rF_>ZFA+4kog$jghXhis9TBE7vQ>&J@UcI%k0N*=d{46eMQ_wcK)5=ubYsWSq~ zM;nS&q%0UWjMpf?Q1k@P^xrB^skTp?!Ft&UDBzR}}b_HX2=(~B3pwvF9yjk+G407|1 z>}oiu8&kv)<~Zs><6`P9sxR()01@ipkBi-7lB*0-yAPtU{14d@s@Neb`ibkuY4x*3BpEPHPlzP?#?znJx>p0tKK z=9+Ew(Siy3Lg@ASe^@~{^w!zp3&Qw7bl6eRq++8Avu_o2tTctnK{7VtMR8i!Ms%>$ z|4U5peAlbafIsJ}y2-5TI9g-`E~{qicCn<=Pug6?LY?`4#{|7^ka%mZJVos2WYbh6 z71;2%wyBo#qUFk?7;#;S=c>H^Js8}>ko$^NE^46{5z0jl)3=bU5A=joD$-lNHU}s6 zXRS`{)<_K5j98_GhDay12ApFIudUqKF4daT_}%3&~6co*m2AhBU zUcUP+7X@V$p2JexRJS!ML!w{~d(txt!4SG#_NH-S9HW2WiJ>)wxw__<(|vX)iRAmY&h$7Fb8oIHl8dK%!@1Isl(K;2ipw%+!g)6}d{X35 zp){BZD=x$lHx)ibHI4cH6(WMk$qQhN`<8ydICH7!p2Yd z1>x8d;wD6#!d*1|Z@&eR{bUtQ0&YEwgVBTL)(a9nKdgmSikfZ)vn`~K zI~{sqn^^fJxtPYweJeHP+DQ~Qf5>AT+|W@-_Sz3r-iTjc+dq?4N%uL&-?J2^(xUK+ zpH3@t@zeA+{wj2Yy5OzPd|4^0@$wcIQCPq5m=Ka14JuKESD2pS#a?)}`z9izy_*c( zm@3<_Bltx-Q^dhX4<&B`KCxi$o^SqjYP(RkI$sR>Vhcn3&T;VlYI+%i_#N`fH?FD4 z8O#OUQj^OFY) zF2OZeRwX#hGhV@k^H37IFlTIYLt`ah-%S3D$6?~w5_26OS0{k(LyF&a<8&H2i*LeXpWZ^ z3d8R^!)sB3wJ7rqc&P`NRO$Vs){HktA0?qBoWecwvB078;@tbSG&-62&^N(+496<5 zaU$z9)Y4e1=;#I;kOk*3PtwTPEf7sb}HK%&1t( zJ>|@QeGcc!{KeYdC-&h@TrGWxK}Dm2hhusP!*?Zc&&VBKwAq&}5~G9ye#A?*YNVDS zQaul4b)?p#FM;^L%|cQ$1RHtZHDO;*lS}ug^ScRxDFpWJMTzz}QTS!bl$jMtYb!22 zPHhx&NePK99>3`~hTIc*Eh#4Y$#2JzQTJ;lGGo$$u|?BCa(R}?mxnW?ifk;#wv=*m z;j=UjC{Z89%~p$`Cn}6EOB5N4*rIgQe$*M2^6VvuKtgK#0y&jYshdy57GSezU#Eq+ z;@LKhYA9JiCqk>y(4i+{b7gV(iV}->_1GjgMmH9^eEq0j={>wEAzJP2vyDO@qSVE! zTLwHb`^u)b|M066<_2Xj7ch2OnP9T#kQ-C_#x8#=81V*Qfl;n=*J%%P7 z<|C`Iq&R|7zxjboE1(UA3X(g6`!9zb^>($Z1Qxgmt-kRjVn7MJWtzp|<{9?pyN+#;OP~^1{R&>=%lhA6(&n$_}LI zDHwQK;CGc#))DsHg?oZtGVN4a@$g{EJqJFR;+SLDfrNV9n`@Jt2c>-%bt99CuL#sF zlU7ZOuxDaZ-nR3i`4}`Pe|u(&NjQmfv+hQgrPK&Txx}ykexF1_?UI&vPMMz9Bdq>v zU`kRQG|t~lx2VCXFlhT=W4+7OpEkf$bP2qWnC2%%>`Pj{AX%W`INWfxltO9PxnD~c z6_aZ*w{OTHMLyzv;0ZvkV$Yh$*jEf)9O*b~C`&(1Km4Ut6MoNDDp%Pm@}3grGT?~B ze?8^{>MUHYeAaz$aB}VNDp^(46-Axd82j)}jC!#;u-TuOG5BQDnQ?yiI@<)ta;?}r zvnITK+E(V`<0M>hPfyi0-SvF@knjzmMnU_0m&u1OuISFp1nGhv{kCh2hoGG+%8}g9 zdvPe3{EYyhNMSM=+&Dq~m{;$0c{Q>sxOIO~B7)?M2EWF47rbF#IA$H`A+<#gG0yM42c22>GTq~NkhQY?bWY_a-CxvamXyh z-XEu$7O~EIG_rD#au#s&gby526UyaE{sY9cecjYkQfwv^cZ`8tV%eqkSzH#`3yUCL zv5!%h++iO5oP$^Y<^quk)ed|EUES3SFVHm zH`wJRADX%!Umd)3b&0R3Sol|7qwJ<0sJ1;wgGM$r5)(-GuD>e@7@jgyM87?KrmueO zW_}~c)6D_ihDCWH&^`sf+ z88W%;p)>CStvc*>pxN(Xyjv<`U{1Clws(@LzxlemJHe1N{xXHF@N7mXdRvHNyW_yM z4FQq!LtD~XtP~}h_VPd5Qd-y`z@fe&9$5C z79N&S7``B9%@uFt=xL$a5bG_lk0H+O+p7tC&tUxv_^Py7g(qD<}lWME<90?s!^ z=b+C}qK&Rm^y0nb;#{t!BA}fvj@z!HFd|CEjt(CI9=#etalss~4s~=PH1QsRf_^cm zP6AbNf!rSCS^iF0QNjX&-$TgodCV31Wo~u z3KYMet%Sz3n0~2P9YY_=Ev~+}7{RZBoD7irNGfV%-%@^obA)*4jYO*o#~ybtP`8uc zE>P=~h4e>{h?)2bS+BL*pnbc<(+;jS7Dx^XO5d%0hk?tA|3}o7q;iLlNo3QI7bE zLr!yL!W2^b;r@yFvAkJ;c%7^_` zUyH9)`|+q-#aLEDkE9txGm%`XdQm0TD6qfJ?3lh`cl5wGRhUtoqV&V@M8)GrtYHNvnUB!zTL3 zO_a5^)|uklETURSLz%y?t4Js=JMT-ea~rhaOP+^Rff_g-X**nT`f-6@UgW1jbf&_U z+XTMOz>aVJ(XH&UZ`7PGHzvK(rdy7-6O`I1*43%htG{BBTfcF*(o+KyW2w^X$i#=v z3BAwbPX%pv@7i!ip7k zPgcSPF&)k;^*f_KvVRiKZyL*-_L7K`xG-&jQPi+y>bOqsq5)$X3c8*gfBJOntb-Bm zbvo{4lzdwbk0XU9NR@ztj{8y7A#y4bkqC314e?GcGf$QE73J+S)2yEJBz_Xxuf9P$ zJ+;Sak-9))e0|xO4u!er>06>E&b>}OADJOGRfMz89Ded5_R>=0s)3kOg{P_vFKCRf zO7}!+BzG`LP|(x@svE6CQpA&IKW6bI=EN(fU&UFV8r5L%XQT$y6<>s8fOE7OV`hlp zV39z%qZ^xzaeNbHbxttpFynTFC|K#Q)ME zU|%hM)p3_tO>fj`0^&FOt(FWx@FuNRVy^_ZtF(7YLdz-Et*=Tz=?doPHdgBP2-Ph;*y{~xEOrO!-N}6z(NHvx1f&$|z4q$z z0?F?^L8;FRLqY3-M9V~}`YRGRYvcMLU;P4P-3I$z{cJkDEseD_px(B*z>Gf0u7Ux{ zi+-BD!9gWx2e>h;Z*XEhayY)RL992;q;t+BF+N{$jBH5jtABJR8OE^*TQFg5ZrC;c zgA8wN9UAg?&?e){#@2wr%edj3!ulU%y;o$TWCcSA&6bSLO-O^SG%-U+3nRF19KWKB zjQAn??lwLYZE=(uA_w=uo*ON`8ljQA|CX?g*0hDhx&4G`jJ?5)<6um_ZG=a%0s6WH zjr3p9KMDW|1jm0tK4<^{_dkjc@_#74ca8`17xH}oyxYEa)dvZHfCS+Dm*V?72K-L= zp#B%d_m}X&Km(Beqxe2RL;M@^!2n=k0Msx59vHxv|Ec(3px^6%@UZWY@4fy92>}cB ze+VD+zteyJB76Xxe=9!dzlskY?gIh@ECM9-JLLPT_&y;155?z(1cCV1@4e$aI0z)f z56A#aWB>s&B*I_F2Mzsi%LfPfcM|wL{r5ft{2$1N2Ea!HeEDY#7y%6i=5O&24h9_o z>K*T)BST;SC@=tQ7%&JJu&@}2@5MhK%n#U@5LlQ{sFU{d zLxjObf_{g5@58{j2=M=KK3qJQcg}}~2Z#L5`S1Z`_yBf%z_-68Kxiy{M1+5FJ^}#! z-+5qUxOdA(fCWYP?)Pw@hyjws00Ux3Vq)0$?jO=$%ZCn20*m`E!bb}DK?+6k7w=)g zd<3w4{6PB=0rTTK zPy>8v0Qxk5@V|Hu_9G1zGA)3E79dUwO-qYFM2mt$i;n(};v-^2!Dm9lWx~W@28jM0 z2F68Yfo1pvQ2zw5`ULp)uJ}GdaQ_SPeI`WxOpd^YM#6@P&+$Q=1D1^w7w12a?;AHX zKMz2Y2VlkXj`}`G@uAc3VUi2}g?!rofqblg72mt%gB246{1gZ1hy$F&F`1-@Nu{ZA zWdLR}(5f;>BL9fKaAkn+yW&&9V^hZz)qrsNf~2kw;r0I-^8K%?z!3jHKHU&8NhL)L zG+u5d2)%Z@o8$HN1})v-a_M1wdGo5x{_?g~Ciw?u3UXfxxvbMTXOMs=Jl{9)lheL| z4~8i~x%tKdvd|d{2RW_oWU=N=Cz+u=Xn(ax%yn$MlFMZF$W!c36hZUxXJVb~sPT?g zo!tyUz`IZWg}O{3AY`GR<_F!UrJb0&PV1vW)7{uuzf$4@YgXg< zqvBj&#izX-bJfzrvS*M;Npf`j8?Ti>gxNK1sz#B{_D5usV}@V}UXgL8W_77mlcjm> z!OCyjX$K{K%&s;SbM)SzvZW^3bitjPowMc+Ur5_DCw0X0=DIR^n{-3X=acqxpoK7W zKYkH4%u}h=$B3A8`oeenljHJ_ydYWv);uwr?&c=R5zc=Bm?V zN!%U8NPS+`_v>QAqdA)Egd>~%;dcCsp7Yj1wyx43-@&=niuxP#pPd04)m0-Zch{o# z?OJ@7)wztS$JLt?@rSkQ?v2hfE>uRJ^ER=yN0^q}8@e&yP#K(t7ZCGAl7pK-X!h|( zX~BW3Gw-D_oU^4tK9Ab4A0K_gLP7_~Zq1_oTaIUjBVj%rNGLHd7C=uu7YiU$$C$P1 z=)rlwVN@d@h!K4>etJ{X;vC1X4d_hB);5C+!@sn*;6E9HS>De9iP!}3gH5EmGzF`i z(GAb!$PoH*g_i`1z29zD`RX2;`;FsNbs{M;p~%Gvu!^*q$9B-i)d%N0YrZ9(gXxWtmAk3u#ojrbTmGYra~pRmXtqujxf8HK0_L+%yL zhM-F0k*rjf6j@zw=k`M3;H-?~k=LW!q2(DxHVb4~P5D9TMsIEH@^jc%jlg!On=l@% z*1l#;>{HrBu2~m@(J_M1H1gBIdp1KJu9&-*XTs&1YX+264?u4Qgg9dwwe-87u>x+~ zDwz?de;8{wTH~$wF~@@cuzxMg$y)y2YBqCUyqK3Y55ghKHIrV;O7N%F zz<_17pObTv*PKd(_)%Y~6I<>Pd#PAw=~UdOIQM2Zt=zQ`P@MgonIR=;k+V5uPlYLk z|9MAt7=I!Z!Mu?1Q<-#6tcWgsesCS=mqIPh$hophjPN|IoFalsG5cKZ$tfA;_VOU2 zi*lkGwkq-bLq%+`b!sq}{$q-)dZ7+gDbt-aW<4x>aS%p&s60cBstmu&T3>!>rws#> z`fMwS8s#qdxW;0|*e`*K`gYE|YoVrs|cQJsC| zCUX3aLPKjg$^HF-kT}Ll6Sbb9BWktk`SsneG&AbEBntMNcjvBxP#cy^jvo78PbGU= z4L;sIkkzg;BkqmiOx7hO2{KU|>8EdK%g&Mi%shM8l{LZ}9Dx?@pb$E7(IB?ZiY zjQQt;0RwUnc)|F-7^7!gPLz-E%zny&!rymg5Iu0{*B@H=WW=oKggMq1I|bc#_)EVRq1UIt%R)3B6b5C5p++Swp%}9qqGrP)7XFLWkp& z&tNq=HR?H{KS&Kd(6NIcmDcH*%w$o`Zw*Y$cVXMFGqQ?25-sO!DTJxfrm6sGp+cut zoTKhw08O{=(^_c$uxj@fTI==~j89bB=z0xE#n#L%eYIe}ReqTeea2Z~yQ*OMYLju8 zM>jEHz}`fLbYv4!ZVXAnC9kNmDOV3(1%WLjvMSFHctI@+m`>kL^y8Ht>xhVxS&g@t z4v+%1)?TV~(jE|y3e)(8uNArNBDSPEfX~sljkgZ&`ln$%I=^c4Daah%?PDLDknGYBLb4&W_8HK{=U@NAzsF#d6fFe{2W#ncbUWHIp-Yx%=?kEIYz2s$#BE_NP}bs zjL6o6s`3MOXk>lp?eHuA2W1fCA3&#L7#rB&K_{y`=i}i0z|F?vYJcqx>bBq8ZP?sp zA0f%^(y-;;b(af)tF&l4ZqK8FcT6#X-ys~7=bxvl{&l%;f8>H3<2ac`g1(J}*cmoE z8^e14g8jjAb-61Fh9gZW@X79>Y|^ZMdiZMcYv0g62!;q=ayp0-;dbs zj)d#!PY?N(uq0Tp*NOEmD3dBsrRBTLFIT$IU|?{F*OC*RH=cPq zX3MY%Ev)-R*3L$`!9$7B;HX*YP|@b7I=rY$P{>>=om(o4qesYL3Dy@WS5%Og(&1Mi zcZkJfR1&TI&2ZFgO4x&R)chmauvN%d3z{@utYmJ;aJ?Rxn{oM}p1fpWoh3T*QEbeP z|Ib@3A`Snrg71y6Z)Mj-r)`(R?ckRaoK%4u@Bk zL{@tysEYVmT1pBX8U-5#8Qgr$5~UUn3lQZ=yrYc@Ip9+&`92a%TK`3_122gi9_b<0 zl5m!vDJ>>@*ye~W9Ai4kU>SEE&g@7tnNBR|q9plrAld#YN$ViMWh4v-9v7a+pXA}Y z*Hf&fRFd{ih-|6tPdEn;>x7^q4gQh@Cr_njxX@ywpUFE?wlb-4)~T1mX^f?s6|spj zVX-ccp*;<01V?Gv)~RYwsu;`E0@_;9xG^zL={Wm8^A`B6xwLYVpg!^Zq&f-*mS*Tp z2eTY2oJmtcNhmW^rUylH- zWwMa`Q|P_FKx%tj9uXC%#pqc?-Id0&5x{WJqdF*f!GA^&LA=;@w0Vox#weo&vc=At(xvzK zm2EZ!3zmuIwFUb<6&UniuMaA%(93sP#bZZ-`=;fyrBy!9ig!zS23PUJmw6y&4!;#w?2&YT`Wi?=6wfjw^=do%`C)3w6e z*U({?*CVdh-#yplA8GtpfcyO(B^(Ls_D<{#FPHU^q|vREY)W+uZ;;7ol+&&MwUWj9 z1Sw@(i#}au@>_ovp;oUPOI#N+M7atpB8%FF<(4i-K1}lFkd5@e18-&kKyC>HUars zzcDoD8)adhRHu3s!K1_UwY6o9Whk7qrKbQ(a8s{GV<{urKR!1(>x!r_lup<<(zg_X zPMY?l{Bp)x&JV)^%WHC0sfvb%_jjWWE>w zP8&5dzE-ckrNicuIaVw zG$FpgKaROm;&oUN^j_)y5Q#&&LxgifY#GTYAzW4lp_bUk$Sj|QCKp&BbvRN5eH=$yS=3QEIaDhd~0p&iq-UbPfrGd`G!_c zYIGPeL9s}EJk9sz)xX`+e9DKA+cQnxGBNpe1{-`DLo-1Z#o0QKLs)WE5|;V-)HhxOqM8_eXjT95Kn0N-fMOTWnJu;NRd z=2)zC$JpdHQpws_U`5)=;#U`WFuq(pk`AW3+=nK;@!XeT1Xl1w=I~frRfBJD`Ahb* z4`?+LCroaH918BoX=$2#@gC72u*0GHBnP+STOEVN1-Q*AEl&Jb*DL&l=PBAs=Hws3 z$s_(E`IpY3<tsSE5Yvf^ zLT}<*FavfGRZd-mkBuWOs?v{{D|oR-88oXrHC&8bo@ ze&7aa*iC*J|BDHf1Y&iWFc@ERG+zc%h;a@t=kA8og?-WK6w2MA26OF~5PV$*7N^D6 zCX82CjCzM8Iwizr;DlZQ$1h_Q_N(}n!&qx#yY#3U>#MtrYkBKIvHJL>XY*<$Yq;ZU zMCFT2)5{H=O%(R);&0Eb#ro(novWlwp!WA`t$?=g%TNB-zSYXYqgSvoe(ej<#&{XvmhIX!^9YV9}lJ-Bn9cFV|l)DMjQeS9G?Y7@zzV|z5MZQW(> zY`I5%2^*!Hx^vN1YJ6q9PVQ`*G;0y0k1zWJA?$Utv%%g3_>1Ud4SM1$#mg^$!XPC5 zRrY9Xl&)Dzg=xO3{+#qqp)TxmC$L!8wln{Z42sy>>Lx|ig8$3BQPiZ0!44GjFHGmw zXvDC9@g?1jtQNl=1?Fugfv!vaebubx1n?qHG#Xjt)`#iBa9SY$w+IhRN!{EjEdhxl*r0`102HMxE?Es_%3%y++$;mDE%2Um96EkAnj}!6p z<9LVTE)wiOf&&7P(`n*Wp3FUu&eQIVJ^YCSB73ixx#ytX`mSKWSChR+iF#(W(6=U7_sdNJ$rO#KkT z@R+#lTH%fCaQgJR>kQi8{yaTn=yUgV<2MtUn7wSj0fB6+@$? zW>7+Bx5CBE1PYA`Y9o(hdcnqtMs?5$)9$-X%(LBd@47W~yp=OpQLno7_r3DSx|c-1 zw-US;5vmPazlTOgfMI+%g*r9qcBeaAr0RY6hMH~{v$7+2%liHCNb8z&vg6amW%L{7 z^~Ryk#F0}-V-hJ=4)aw!YTs{?2jE4-m$$vCtUGQSasV<0r)1cdugUgM#T!b|0nuK1?+AA zLaz%KT?b~LudTEp)MVi?VhCYVPp$bk8r}C? zVOkM8dY$1Ujv?n;C7Srdx-<_0`e_Sci`|Y=+gK^;47WOl`)?pLtl<5CNkKGcUl%#%_LoViPcwC&%Zf)q*MbSjH~*{xBN5^E zMPd#=D%wIZGjwo6Wqfv2omCKqG{+R~)0CB+WT+W?iMde`?8HeVcjxd~y>&q}@r@IKu8Wp&VuDUeArimQ#YK zH^^ohrFidS(}$V&=wHns{Tx8iKk0tdd4P&*9Ojba(J1$pBXQ9H`Swd!6HHyQK_EjD zcd@$KOk;C!(sd&Yy%5-2M{lb6gg7aHH_T-}wu_&T}ijn^6rntzlcL~Rw;ChXOB$EMCp^KmtY zZ7qDEZnf#ru3QbGk?@z|F@o@H-BZ6+-GWuTfU)-tSAddW$=XKB*=-2oS|4 z=VB#rUtDE0xKWn}g7Sf1TXZbEeY2+Q&x@P9nBj{Wt|2o)SJ+ocKX*B7Qevlhl7%q) z6(7>X>nS|g0zoarhu24r*TE)3@M7JQB4q?EuGew4`i4s{Hq*D~VC0pZSNxbvy@Wt_V$O?&REaZV8{In9e`R{U{Nju zxD`ZmjejDyuWAIXG{?S;Zss#T0|85F`6hz)*%EnU3HLrynQF+HC6FOA$_<7VJvGWA zfb=*!S$D6vH>J5zex2RX?s zZyuEhBX}Sxy$9&vt1_$c>k=m4ABAvyn;pFTV75s7^Oy+G$TO!qW~00v9^q#a3Z|z*zMr+RFMI>o_MS4ziUI>ID7h1aJttM^|^ z<3a_&m1YEk$4BN`C&(erfLSiUDGc{<9}L%wy+m{0AEBehFm6db6o>prbOH-C{x+8C zhxE&(NoP~n^rN^0%X2|dm7ltmjOp9RpDa5oggn+Ix(+o&$0D*$(EgH?j`*~-Hu zG3w-KA{Lz1u$g&5(vyDE&uF&;#UgB}EMCoq zkCbOx#ii5URXBm`@h5t^2R&`ivn5hV_OIl+I=O@34>Xrlv{^a>HZxNR9cN6>O9?VX zF0;&jcFeCc^vj>hSb_6r2Dp|sI%y*}Y9#{<9?9L1GHSOUJcmw4EprJ}9@15Mx)3Q@{K+>uZ{2!3#aI+SGKMu0XtfHn zo&-{Otl!o}(+_EwPzk)WA_zV9McUhLL-_t07C~?0KLXi@l^aa9jfOBeFh-hI(5K~5Yts3;Q=#c!i-BuId|7c7p#A30#H?fLVUFfAbTFyN)-pY5K_qEPE4nA;)QnRX&^gpRXI>KcAjP)Zm$Tp zWToFaD6H9hiD{*&cY@3}joLP=S}AW4{35?Pgj@HShuTN+rX&o=r2htG!9i79!$1tO zbd;O@Udrk9J#XKRg<)p638pL~-Bgzp&1D;gSd(p5{SSmL%a+AMsR7fG#P4UYmExz= z6CkgL(lP|E=Hgr78#3*ygLdchy}J!6%B2Q$D<=c!0^ruLLaTZW&rF#hlL zOS|=kJ*K*7$feDX2daHi2DSnTj10NvtqD!*eTn@zvA0!T3FpK(2B7syaK(>-Sx~fsSe1l49}xI{@A|Scy%PVh!qLqlD9Cgt9*hDqPr(TcfS!ZZp9~KdvsZw+0-RM z9|fjvFmye|@l2|fU3)MBCG2&?gqJ}~a{_MRAa3`}h1ciTa z)^zZ?om3yLUvn)+JyO)lYRL3djO$bqmt9gV4H7N39db=_)sqD<*TaK^rJFh^-pl_s zf!B`PE+k7N9T6!73)Q!fz^XZiquVj0*CRHII2_+FB!vb=lgV*&C|x2p?B*pE0hacy zXmzw3$)E(efJeUQ$@q)o|6D^#=jYB)PtRu;JB%2v7$eADOLpm(%$<|re&KS~>WfH& z`f1l-B}3sl){j3_G$(&5 zC*Nf@6xuF7bvtCfEB}FFtobOJvv(NB#pi;6gOq40v?}jM^WZB? zdVA6fD(ClAuw|@jN*@_PQq@JP3N-obXR0E$$}VP+$(y!Wk=Oh$Mw1YTGY#r{F|sKb1uE83_qGg0oppXSLNe ze38nzdWd-_B%XVxc@qW|t5A(j3@Q1qU}c3E#iY4rbWM?pvV@K~4Gn&d$NBGIcCGap zlSXkNbH(h4Y4!Q0+5lw}>`FNS(2D;&??9q+kg|Rf6Md(@sey738~k^Ppf4 zj?bBynvQ-LrJygYkZq<1R1BMY{Bael-L-}WSYzAn6l6fT5HXfShBi)suz zKoi?W%`r-#%C;`j$uDJzEf{euH_j<$@@csMwdBi{Vv@d;moCKWOJaZ*k=6Y_{a8-D z^LH6&bPf7o0IlTP3RQ@$8aECNP+3tONG&wicJW&P`Ha9ztYAx|s@UU%*v}gW4HxP| z)-ma_Hh#`lSS=mbhO1n;N?87Gt1g?ms#Y*BC6S^+tQAqIQ*)-rZP)m;x6k3YRXB zRQSd8_bRk0CB7`^leIC4R}fDvea-8CU0Qw3j$YR%%hPzU?ELvut_#-l!5$<%we4pMHw4qi^SlUp|1&Tkt`_b z7hRX+L#GMTgdXLF35!D~b642Q>o0g#69&$?dx=uMtMQ?7+gLF!-VP3veRWLd~h3jus2<~%4H|J@QK1CT**{oe!;2>_t@ zk3xJWhtU56BEI(mVg6eoLP7#yApy9M0OohF_^+JcKMD~R3V`~*Ob`FBqr(7|zxeP2 zH_U&n55xZlAAb0cKZJq%01F544?%=^PY5Ew15n`qn;;@Uz#%|EA-pdUzqbToAP@lz zhyVw~4+x0RP>664i0}|d05l{34iY3B5)?ENG!zmn z!+}M{fkVJSgvEtN_-BClT>@g@!J_;v3PR%iT^~k)AprOjz@ZYrqYxm$6QD!?m4~nx zgb2ulh)C}P#6$pAB7n$0Q9(i?7;GZ!caca>gaDir5JU=x{*@jk#egD%BqT#b{-O}c0nFq8!GG(+!I3mnyVBw|*8Br7x%D-P;^bcfk6aM=O6>;P9TSQais8ZHzv9)LU# zs5lP>5icN;7eas!pvMPr;lst{hv5?Z5(%Qv3u93I>ksr41w@I0$%z51#b5;`hzKQ- zxTL5tWdIg3fDl<2X*qCB1zaXYfV&a~w>q+{2Ea!H+)NWj`~N$F_!yf3q1s@zHQrRY zQfn{}LGT|gL8ak-qfqdTM*A<9pjX`rE#yzQnrb8U{NG)^C$NOFFC{ENJ~&oZ)@(ob zhvFpgzcuzp2C<5eLv_PpJMH%8i9`;c;EW?6*OIB z+@0+722QkQyzSYIZ?lgqyL7q|{24=)ik08eD*2;o^lhf9gGKFnGdL1R#Psaoc*vP@ zAFRX24mgvpaSGkmbMtw-KA3n~sQ&K#aW3VS;hP(8z8fIh$8KP?`e+($yCMWl;$uw^ zI34UV=#=mBxmA$wjk}E|6N;H)u^&h+-?HcYG}e;q)p8WP8^zk6G-2Px%ua%i$f%y_ z64}LW6!CdGu;YVmhFTB?+}uCplk=n|4JScOM-ceI__~j^rHi?ng1f1DkY-XL7X1^U z;+V`w+!gI8gvjXhPiXiL7>an{i%3k)PvLZPc4gYvQU>*e!lMX$%C#e>AD&z|h^FGS zG-9pv50PnT(2bM{7=Njc^EKaasB(kO#^7^hp2py_y}H9=^UH^U>qTFQvvnHxSVqp% zn$BgmK7C7Q82SwEjQtWuM@N|Bs;1?PJ-HiVROvfh88py{blOp34dq zb}!iyz*EIlKr$iAEC+{G1y0P_>@beaJNW64j|(l%$?v}r8<%;9C-HKgpw>bXjo0+v zQO(zYb^9jRP!a03js1Ze9&cgU%SwMM^ZitV8tXgvXT!I(tT^#>yXyYp2v_rdTte_Y zIEL*}daYa7ly{n@)_EQ;58O+*B?6=1=Wbc(H%NBQzX-N&5b%2n`(piLQj9;4#tE_{ z*_jztYk&1@>^`zn*I%v8D#{xfwu_DqB>M;Goolak0;dD}1q0~(>9w*T5j8No(x+WS zWU`Kvpv!5WZX&44v1T{fei3cKnGKU>{wa~{VJU(5`CXQ57aps1t@zRld9VPVZy&ZY zI~JEGBWfaKk>*88R&ydSpI8K~V5@4%)e_7?acvS#s9*pt|%NR^=(qg$Huxu}4d%6grzCDNCz`oRq{; zH4Le9{x*RE;kpzFTS^tLhIu11ny5x_>hDVZ!ER=(G(1zZ5*L4@;GeE-oHML6sMyrd zJdFwc8B*Um%a@Zh@+$bVVbuh<)j5LD<8_i#e7PIdyW6dkOAKQ*!6ul}Yl=!Z2qGa4 zrEy0%^h#|J%f7J&^?Ru>tIPj=7JEpt9` zSYgmqiMAeWV_7=-1jyR+KIHs!`{-tFxKfBtt{b{vXh;3_uFqsr?$kfWO1B^H;CoS@ zLSurh#ceWL>3rDA;*86ANMLW;@WXFKykv}#c}xZgY&3j*JCj|?9LJ+AutI>ad5z;t z)Cs@g*;*;l``AE#2AcnjX&i&qdK#WW zK0Rvb@!(&Wgkt~B1$Qp2W+%F^|MiJ;H0FB)n%{RimY9!G!tVZn&+{A^tSV z@aI(&)XrZRt7}cxrCbF|!%^*8=Omt&JjpVfyDT-OnGRtY#x3mdQElVQ38Be#1L0}j z=#`hwu6>~TWG5+=prbzJ#!~;ob!qe?bhmj0drkg1vbF2VKKEf}4%+>oS8aEhyr6=w z5(Tp=F((*U&M$n~2O>cz5l+-Dx+5cqU#^}F%m@J)%YF_lIvU#K<%%2*j* zcx!F1|3=pSspi)Lr2@O`I`}l5Oqpg8bdmOyA4EBy0!sV{B?(YteaK49vZh+8;?PI49LD3Nmv?)XT2`#3It*;Ip z*q-XEgB>Qs99#mNcL8q>nh3ROj1MEgMzJ0Z)2H@?OAe862^}l8#w-h=Dho$P=gGnj zA2YWYFSgJ*4)wQ)AY%=NKd{T?^lwRptNG!?6dGPk9ogV6bX{tz`W#;AZUG4$GC(w*Hj8)iV|=tI2%4s{k-|Bhz$c1^XqQH@aiwY3Ba{`(R6nOkgyTf0 zTd%Yx-BG72*Q;(x!i8~B5^Ki2aXL~$XXuhxrP8R8Vh5<&!?F=fn8`4khdyT_Gbv>Z&~EsqN{={TZh z_9c!%8q-YL553i@+r0E%i%m+aRt7f%YZfBV-aXNv;x?ni%AykZR^1MZ<-%Ft)>?Or zQ-!2WcxqKU8&Pt|U5+DDi{n{!l%AnEmadmtL84vmaaQp%UJR>U2ESKJS6M#~#I4b} z4WRR^|BAEPE5UhV)-z@{B<2+?VmBO}dD5OYB;(eXo}r7c<-O8s;{~M3ZZt}qh#Kyd z1&3HCNaw55VGq86gINpqK-#CYHcYiA$>23>ocn53VkFtSqG$3$U>6viH#_eYCUP{| znAQD;$pty9r|zg`t!!bR$ob+4Q317yA~AfCt$@fFJLx*;iNHvh+H{J71R1RM@iIRi zXqWe_bf`AiwYI?ec+ZOb(w9<-%34*K>@qLR)b*5L3-nJ9=bN`C2g{;{j{N+JnhscW zAMVz4j-q?vvhMc|BfQRj84LC^&lO7qHl^AK*v z>sgm5Zri~`&81>3&9_cE%TUS8#Us^;%HC`U(Buirk zvKmjnTx0#Zb@RP-JLyHgQ+_+7Y^RrhopWV_cNq)oMLK&_*JWl?mA1mzde6Z~RSf%} z=tUzTZ;P09=Yq8Xjzg=w_W+1>N2|}iU+z^#)pWJw0d+?AyZ`%_vuIaqOM)|y*x6Ot) zb2Q?kQ?jb+>TJloqRmitEF7;T5Pxhx*aPQcOv@(L)S5EwVxY@&5IkVCL}$#@2Ai0( zU0!-zh`zV}qgQORf~P*0m%i22X5=a$8l!!Jv}4499%&w~pEt8*w6mpabF{+7EO;_4 zOQ#7DZ)!}ZyK%D1x4o)sV{8+Dlxs6Yo4o7C*jQA3vx{fh(dN{R_SDK7*a=-0wRz92 z&9tH>+Ohpi6~04O$4v5OOAWr1405X~{Ghhf?7a6h1IY9{Olc9%^z6kfgxnO$W$7L2 z^g&iPR`lEl??m3SHR8diyC;H+g{0HH$2XN>4Ica3-KE35yR~vE@`*F+;=S^0yY@4B_SR=AsB?SlbEj`BAz6DqZ)&GL zau=Yts*VMDwpo)Xw}$MSx8U7Dx3c>{&D8(GtSSYz=iS?5}p zs@W5emq+t$hSgnQlrC09H2FrqONkHx4_TwZ65sq1(BgJ(G5Ifb!8DQgfiiuv$on@gZ>%$GMjub66>VP{X+QW&6-TI781q zso+1CpF3lCJsG}*_orJ?vOBIkJ!iEGIs$m$-~Q>=?HQLpSGPMS_?)YuTT$hjwCBGZ z)jX#wJ;I2&_hG1s^o13_b8hveVgNh~Nxf_mc$4;eZ_RzTBD$xxd+#MeFC}_+?s+1-e8=+p zAQQdm*ts^2xtT%wtVL?P@4PGrGK|B<-rw_XT>B;!^0x%( zeF3R8kN-MC{{AKw?Wg}!I})-Z0MJT#q6sJ3>q^n-DxX6iHXDZUP}fWP9|$6J=zk%I z^M_JNH2>2jIM41i%E>pkTVz5DEf|J7VzHFE>kp?%DKA&xn~;TjMYGQKPpTXDz{$a~f4ajP zZaU+Y3Ygx`4{R0kh}lCabC@mrJ9EWf-Cr}E6I?UX8Ll-iuWc?5r%Sbd z-cs~y44Y!Khpme*3oeaF6O&WhU)^D_s&V|ib~;A(lA8{MD4wUtasiMp1W_2acET=m z;*ZJ%G1)wB5b4dT(JaFWE$gi)dbyVZQMLvyeDxvsS}d*v?hoU>RAN~N2|_P?Td`&E z!fVbO!G~|dQiFK6yhNGKcVq3e1IQp?u@mrZSkZ^IqSPG^cQTv5oerq}1Zf?>vc@_~ zPuv+~z{+wSBz>m`-MBsVhZHV24$wp&+wa9OtIxC6$d<*Hd0&R6F z3f$kVn=$VcacsM@$Dx3t#KUk|q++6}V~ZP%?`;+lp?Fl)kV~4cqHRi&8_X}*XHnDh z(nT7@CTEk%C&5`qk5zk&EKdgUc6rh~-xev!fDf+Po9B1hq97`=Q)Qtu%g1oj+4e6+ zr#9vwhh-l~7<4JIA4_)I9{s`N(i(N)wL+?(Tl}o=e_7EWhB94^G(q3jL~Ia(2YD{6 z6^ei!7P4rnzLv4?;%*!R)v0c@PpNxz_RwWyHE%^PLE-r{n4r(oI62DVaRh@%x1$BX}Z3CDa`BOl}E_c}o{^6^&9yIrjig8w+ynj(Iq)|4I|-aj*HBafwOiILmXB#yUHXcV@U5g{=B9~noKA` zJ?(zhRZhAYHzCjr9l|P-fg-iuKe6JJ)*zMEk|)bQe^~8i<6}(efKNodB~L82m+>d) zj6m@4kmc?RO;IC{$^ZQ_W(10qzVKrV!jB7W1!y~)JXd7K;Z`EjY|COF=l$nAu1PMD zqBrv#9)h7PL;YUG?9lazDfD=6!$q+Eo9Ax6XDuPBgx>aERu zAnjpUOJEci7x}GRAiL~araW3HH$(XbxY%6vH`cP0LGuTrg5I10*7AHET4EwvC3ZEd z0xgC@({d!gPx2 z;xPloN-#qN0yi*Cq>qN65LNhnV*}By3P56;rX(2V6y{p?rw|bge>Likm4hky28%;_ z4PGlv(Rrsvb8<@)<2TKk54)zSAv(3!JT-+1rgHSOYV>Pd`IY_KCY$8aYudGqDO}dp zO4Gb5iAyRTNRAq4v*Q@O+eqo=bp=F)j0PPypT#!v zFk4qBJ`=~DwP4PxV>e$mjo_B&4yYamUEi*SQ{eo{GiaJ$HA4k|m$Dv2DPosiJk^>! z+&J{Wb&K&CEY+MuGl-dncWkwtJA(IO1f|B{1lo;nrTJEEXK@1^CSf3f&5tb>w*-?W zrf6#kqxN3xA$=HXU7txVa(H&ebD-%Y9p@U|vHz%F~ zSEV-#xvtjj4%2ycBS8pWe4f_MDnHj0!TnXjtG4`Ii1V~X;$5Oihk5nm+O!+{y#q+~ z_r8cFX8V|ic%R};V83hWs7#$nXIY?Q>~y_vVFOq3~Mq5#{n_|M|E{-F;n@ z0jjrtjfj@`AD+?>oW z6tuQDZGnULUZ(vP08Bf(bw^)A?}U1b#&dgYpXTbVe|<3Y^RI|9Thcx@j{# zkEeI;^P~|J5rr3>6cLVtL^kMnArqyGYLeJYpgWAe9}s#7Z11!mlygp$zesqY3;4IN0;@1$x4_h|IQ6`D5cnR~-gUr8VLv4yn84epB3d({D(Xx(MT_n4F z2s;gixor;Np&>YCNdS-I2PJHEL_%zaKQjY=kdtl83LR4vzqmo2G006xc=%pluaxV9F{KBo_d>QlX;F=QQFu-fR+HK-MM?Ckk>W)GfAVo? z*71Wvd?NJmKvAR{rGbQwF?4^4swhM%G?~Casp1Fe@9=Rc_yWzMcwHG%u0Og5&LvxH z`WoN`Qj>U!SVL+=Gf?oy=Iwj6CuMex)5M&I0UmHo;ElhMQsXWrS`z#B>7;zf2(!S` z#=WH{E_!-&WSqgVlRLTmzPASQZx~M8%2fF_Awd3mfiaCXHm(8GIF;X#FE8|v38f=y@HQu^W9i{8sc`WkOAU{T(E&`ep>#3y>y{D%UizoJFftiz&0 z=9&C+Bgh7*3@8Ns;e|pHK2Zs{;_M)IpYhm7&~$*20s=!|TcKPgtn6J<0Ro1^-GMbp;iXYCDFs*!`glxg64)Nd=Jp z2*&G7j6ikX_?PTPkTMJBJdCAcC9X>6VE*?lk@KMOQ@VcG;%ekiC2ZAF$Ws!5iOFv_92)PRyQTw=c|vwskAmhfBr7%vnfB3T}s%uHMQ)1}@-qwaLMRPlS6QgRiD3|JNX zoc6?6wb*LWxKx``R?F#J^p9SO2~KuTRu6)h4x(5KJ6M(@NDfh5+cr{5y+nPcRwua} zNsnHY=vat^7}LkV2s={!7NDWTxhhhrYA`j&$cG}ewURA{Vwb$Gxiq3rvx*fRSI4`= z&bRz-1QAhP>{qT;4nAS|xmt7tD15B14=(>Lr&Y_gmOY?8Vvx?HsvXF;QpwQNG8KrT zyDB!O8E~W#dQ?q;A=1X6)0C`Kx5Qy4_oEL3gX7!A@X@bkh(Xz=mDsM$$tJ!?+xAQX zEOP3tq)VM)3W=p;hRG?-HeH=*v8@TVm6=QK`mWKjM~u#3jkQbNovC@C)Z^OZyY?pA zK>if&!qBYLl;(n*)*m0eZZ@@%p&_}vX=Gx(s_4RlDLqlsxy>WJ+o4+q$>qY~3etm@P-J8c4swvIt;@`DaD`|uDeVrdlA`2)QktwO67WNdUN#%#xPgA z>@_p2ImSF8zbVZ+F}n}^EcfaE9CT&P&OsdR{Lm17LZv`tVdXQS3E3AgGf^NnmYmKs z5ewi&+?3Kgs4YK`y*i9DH6A)JQK;c>B`{Ud(_+0cQnDLYu``9}IQ-#yBre{h!ET~y zH>#RqEZc4Bscq_dWa<@UY9KE`LVW~*_&+3xga9&7?*Bn3f&&210091fBNQS3pM)YN z7=RWG1n>`@_+P=}e+flsZ~!7WK<58IivQM*zuL$UfUjUN7zF5l_awqVf`I>PNCbrh z{okqMFXtiS{{<<25sHxiND}`Kp@;zk3i01PiLd}FSWuXMo5%m6ijbiHW{+*)z##t> zCVn-K|AiF6A^($5{1PU@f*^pvBY?sD11SP95kZg;!C}5siAVrhBry1Yg2zx0NYG$N zuwY2=|2B_7`2V355kOHuQBc5;P{6-51u!Vk5U2oRQ~(1izy%co{)<-p5+}riXY>nK;mP40gI{x02=~0BmyKDLJ(3y1h{`v$ACcMFH{i* zjTjl0s8|unSg|nJ0D5cyS9WkNPEcV^d^9eA z3>PXX7Zx5jIU)}N11~_A7vRbZh~ftm=ZE3uN2M0TA{9bl69H(70xU%VUZQ|#QE)kN zRAxy8eko`v8Gw}xAXo;UQVvX05#XUnL8JsHuY|?^165cZ%(Tq_24qnQ6bQDXzM1KrYHpU=4f9feusIUT34W?&P0!r7T0IMh_L<7UL&xlia@Z!b~0 zgW25~L^%mNQk3W*N*^b=$G{rXe4fOYmbq;^$)_r$06htE9j>?z3UZHNw+iE*&I&Vb zEuivEvshrLvjX+fcasZn-y}IE%g(GCkCW!7_`aI6lZ`j_*3|+V(lW!9n<*Ps4WD@% zRB4)sZI!h*@@ewLz1$^-Y|qlerx9MhXQjC$W|l@R)yi~sEgok=!g+qUn>RfhdT>#L zU|_QL?MM7xR}EU|RS-xOkoWa9M#I*>9UmO2(=uO|aE>ad-ZrWl*5+R&N9pert83M*L4E?e_(hS2P37OxjSkbC)M)_0AA3LbrvXg0bYKe7&QbC7V zervl{un*ku!c{MwcbmJ+2?x^S(jzR&xh-qr1EX2DV-|TG+GTol-4_(~&uNGMmVJ3s zJ@+FDSMxn=Ussxz;6{r*7_`r;nxsGPHw%rcXSY3h&^hU2E?&S#i+3)bFXXB8t}5oI zWlKU*pQo2d1!KBii(}693T~w$b=c0Laf_T~Cc(NrH>zSQ-7m2kKAlRN*=uRWxdq5YerV3|D{LZEsvIoWqgDL97Kf6!z>yazy()m%C>bY?F0^B8st#RlwP9 zFEaUdA-O`6WuJ~q^uV%+dHQ8;FCd%KqDp;Jx?;|QHU~wN(3B8?HzE2x2;Ku@R_WVQ zxCL44%A?h!=twrXC%qh(K?fZ!my{U;3$z{TLPDMWWgJfkf7*+Puw7%1N{$TSB00o* zREEUwEMCVuKr(ZA?yk{}i|S>cwqhFRiQlQWAR9VB+s;fL%ccKw`j6l!1br0B{ssn; z3ZEr8qtPdt?xqGciCfogT*bMlQ&b~_4d}z)i^KrJ?>G|C zB5E(_X2R)nKJ6$8*ktnWGG`7^81s1NlMvr8_v)hyCyQ~VxiZp15cPeyh?1l^B(umHz+@y#xmUuc z&2kp9FHK5$<2C)wn?-SbH}%=ASAmS8$yJ$Lvf!9lT#CfeB3TFVBgg%XgSOp8@VDN9 zqD!Z;mI;SxD7t2RN~9v;C|?Uk&=b6L72!a}ZwarC^H+|T0w>vt*%)lcJTz7cobw2o zZ&7JOCX3>s5slX6oBKC6VAB*^cgc*|$AGACrRa55zmG#~T%^aY+&Ag?X}AK~^F+aY zt~hfQ*)6f}xC>>hE`>z(L0Y$(Q9n8NGyc+*s_war(`Q6uz(4FO^;Mw$W^AG}uci@a zwUE7xzGYIlLtE5ap`a)in(X#9R6wT@;mM>5e8;eTf3rMEzus2@R$PC0^_8Lt(Yqq-Q=3A0m-4yDn-buU04CGnvHRb}&>82nI$h>)n1HeNe! z#GM{xrqEKu@l)^1`mnf*i!g33;)I2a{!M%7iC52M;WoV`=_bKt43T(H{ZdzpOQ2?; z$HqndM69ofQz?eo_zWD!3cgi{%o^p7SnDg7UQaJC*e5veAEAQS%vQ0iWGgoxROp- z2dS>JCvye{s!)cm2X*J)VY!6bwoDXbmTkS+!wW=PW89w#MsYjH+#s7B^28^ZI&XO*vSAFGH zv<~D?Ogo`JZnD&u5Q6F)17$;DSrESM>J!|H8M2%Mwr^nW0$lB~{vyR~fu`a5qU&f9 zElq}(J#ih4Y_mX32X$>5JqFGN@-l6){=u=zCG?KTR`R|A^LCraJ#E#B+* zMWe!XFHUt!utHKne6VCS6-n?(N!N-chjS_3){;3d@4J697YW^ zw}b$N9RWYEIp zK8QTk4YAdnTg^A#god`s>PRh!Z||qQ%lFn}3v4&*rzdA+$>96%a32zUIIAY;?mn0r zG|r)}1{%Syi~e5bA@@%phXY<#k{0N5mbPVRdoJehiNWuW9?_z|+J>Ez6KM)d15#Q- zS(XeCfMLcX5}_+p9s;hy$|E6B(C8lrp)#E6^3(UFm(nzJ_?LjdV>w0kFy9fgIcB$)mawLikdM?zJ7?`QLF9>*pfM`?wLX+$ z&ZuVU5Xn`}*41!s@PO~w9vzRWvt_>XoY5w6?kgwZY2W+{mBMMTW3U=s4>-)hTBBfC zBl<>T6iJ+tZ*#;+3Pnqv_zH6h zZ-j~IS_rc?2OwLjp=!oFVDsmeI^nFvp_0TAXj)07#qznc?Ae1)39*x>8{uJDFskd& zd^xb`ES(|Hf1;E7O+m+na|Z3EB@)7D8$QK!{b7qvRedPs;;>9ooeNzd*Vzw@0%c1y zehyalz*y4IFrki&Opan1i-N^*JvCR-wZwo74^|sXa&mX*F-brb3bN+H;7m@E9!p9H zbBuS5Pb5jgG)#3HGqEq4Sr>lEKjYFRPRWOJF!Sil88{jPES*b z-bGc8cn!>T4-=6}vN}yqSVM%saY$K9&2a+>u}INdO+XMzs~AgJ6ixTN&yd>%)eehM zO3(Cf3M3Av90UC9)l4xHk(JRznUl=Y3rHFXms<3P3yzC3r^#~WiWH;C?r8{w0$OGV z_r_|C5!Q!g?BZa)f>|F(k&ul>t_i#7rq~o;Zc=EddQXu#Ge=a4p@lqDaOnpTq)F8(5KlEMop}Q1Nu{= zh-keeWW0jw2?{YKt$sYqAE&%IqH^Lko-#ue_N=lYgQOKxboR8QUkfwUKQ{QNs4b#I zUb4_{uWF{fG{vfuNomn;4xMXic9f@{*Y+0%CCEj^6(#1>fkYcsN!Hj`dCiM& z=zN(~4<#|PG#dFES_Pi@@(#5)Jejdtwe%b96H16ocpZ`FWvNoq32?t#wcAp)+nbj= zC?k`l@l21oJ44@FZ0XQh@X89*E4NQOo7sHoBGJd~+XLRZGJ(ehtM8p16|FlP^@_N> z3EbVN!%c2@U8cCVCa%v}c?;)p%gz=*q0Q+b};mQ@Q!0q53vo9guMPu`Zf$J0m?a ze|uN<`|`A3_V%x8p&4fWhS{YO>fyg=7wqgJ$8Q#psjSEt z1p6qw-RKyhg*n-1Ly0U>rf-+oC?>DU)6p9+) z?)9W^|LxLN;b1fTqZ19^W=LwH&Bn9CE32bJd+4{KRgLm9Q8)?~OfPN2dEl%>A zcYg}}gttv&JTHuT=WxJ91kUYvCw_&w?1Kr(#6ADx!3KP~5~ahlYj!On?m?`c_hzAc%- zh!1_2J{WP82B4cG)(*;av6od_Z(Jf6_Nn5wPT<3ak^9TNI#b)1ytfz@ww;sYm^m{ASXR*lEvX0Lz#nhzq<)n$tN;U0_62UU7*Mcu!t(niV zSzf^%=CYE`Y6!mBaHP{GO%GVda{u`%5OxhGYXxbeHR^K`9ls<^7qdOHVW@6RZE@!L zZ7qmzz20Uvo&k!-7Lw(%0~}*9`f}aRHoBAmwTS@g$JF{y_>p!w%wpTca=wnfwUr^c zb;xWNsPVO=EnKH+Q{$~o`?Cp(Y@`^OwJl&;_h9r^QPfI;&(NmsNUz)i5AAk(^k&25 znlb_665l2U!))5ZOLG>OC`uv0;Xh!Au_LZq$-d|lEx66hQ6V|uh zr}Rjw`cJjbv9SC$Z_IK++P)v+NiJ~hkbDcdiErgT`!LKdErNgd)Mv_YvtBY!sAgqxU=l}e17EN&NC&$GaNaZ^^g5> zy_MGPj6#`1jQn*M#FD0{8H>K@O`>I9sBoRuA};&j`zVPGHo$v1n z(dF%r`U|jH0Cn7@+w5+x-5nJ$_U;7n4yotJiE#f}{$3{kjvaV2!hg%_C)6G@kv@C! z$$x&u|A3Ht@@s)=c(DO1+9DLC(>gK)jg;DGuFc<7SeO$=i#B=l`rs_j_D-?aIAEF zF5~xdaBxYG0~0Ira=zUe_wzA9;U+W=L8(0_%I`xvSX#Qb?w#x#kT zlQQKeIF#1`S94V_@ZJd2|D4`gGLomsVLG4tiQ01Y$-Z}w>~o*$H)9q1*Y4&0V&^Ym z04xC#kkhd3%3k0e3Hj*^y@0)X5ENkj)+)I=yZ0qYgvr|{{=X%O|3xUi)@gLP&gaFA z_7fkJLse3;Z3e@Y3c5hHl9PE>78igpBr}?>FP^HDDHY2XOFL?FrP=bn{SqGt;V>0y z7`l5+GE!}{T&gkMSiaOQZ!l=~V!0<>t${B7cDJTt!JoI6K^m;RdSf^kj=_ZK0aMAG zPIVtmdoq$Y-w^dBN!(n!KTdGm!f+}Ikcg@_*tuEA&@g9Swc1?TOefr3we9j%em3qZHzX(#Q%@vQ zn02VS=?-Om9L!o0h)xeUzKXWMx!x~vFcbAPo#*Rc;a@Q+9ErIu;>N<7>WAR{xg^;6 zhKgzcRZNbdj;kVe8cl)!^kQ62JbXOnzC`{g6ukoOVVa^kUYF&zCs+MLvc6IMD8*?R zrwC+XF=>5lGA-(lVaC~hbatYe7Mbzly~nyyEZZ}il@cwGY^%6o`qeZ&UoEa_JR%C+ zym~^u{WOe%FeNFsv_wm};b0qQIRORoQMv&&&g(iEuA0iM>2}uAKzDCOLSp8j=7&;>_|-yQ-HhLu(!fkzR#R3_ z8<1r~N{-Kn$Uga%>!#XP68Q0DYD;@__l3s-cq3{N-`Da_KvKQe#HbNZ>t-0a3xlR> zA0l}v3o&v(5dm>Od^$|Z*)V>RVhRZNq$HR@N)BltwpNdg@z(oU+9p9(8l@;Yw(vCa zEYnI>|Jk0LocM~5=1V`T*Po))Yf~>-vF{k>t5rtG)Yjr~uMnXqHQ6e6ERGajX&&xQ zNy)sHL?BQoZTJv|s7w0}to$RXXvp+H3bPJR^Fm`tFmr1_PC>VWDHtk)Y~xw3sh&h0 zyZ-POrRM!#^j=?)st5`|Bw>?>&3qWH@u{Hus6UTcze}T=MR#X{ai=YYj4`4Swa= zU=Q0RjY%tWKPzR*AIhuA^n6QPHaw!*^KMs=;7VI@%Mm8>m@h-$D3CH}`=b=W z1f+?I!@{Z$-ITJU{2KDn)Ok&Z7bN+W+IOwAw$Ddc1Gu{1eKy(ed4Z?d*P|`9u#J#Hf4-#39ro|3oQlQ5s95Gt9A3x zT}vPyZ|sn+dOfBnNMit@fF|k#mj=$ZSR12oDyD;biWd&Fxa|%458cfqw|8`)R4b;C znlLld7$c!EJ*JFuKyGDRYWg-3)(o@Hqw5a^;===d-Oe#E^WA=YtYscU`xhRkkH-R2 zn;jikgg?8h=&CL)t8Z2YCFG8L);>goDB~+lwzK8F30Mc#r+1O5+*+=6@z#1?^EyP` zs%$Xkb8WoLSased*$dg$6vTDdi&NSs94vI9V$Uo3HfRjhAM~r}+lei^elim~hF8pF z*!$8{>ef;iCBfhPWW~MT=5TJUrN1PEfslSC2dmo}yYTI;E{CLA|M&5$MXgf|Biogg znV@5@dAQrR&YUz!T3?eL4`j#ImD6c>gY|4=2XlADadXu0i49}C=Dh(cb%Wc~!|UY$ z49bIQ8O#k09=1+`6(^Z{i7KQ>FA4HaXWvo6ogXcaU<0+=^T1A*UB8~DO#kj9s9xsp zh#wu-Y!99RMkm%mudCCX9*u%;%oI4C8_C5FB~J#afzFQ$g3eyV+_U>( z^H22~5|(`@<(EvX=buU9Rw9;!Z_yswZHB&B1-KpWCd+>5#8G-|eg{u*aQr(Ix0k>j zCc~sX(eDg=aNNHEf6p+(6es`V^-rJCPd>D_Ay@E^eArHGu5Y#mgCrte%itc-<8q+` zrxo8pGUJy+#2)8Zm#vYqH%}kD*QGMiyz_M0M_&ZryI!=KW683M)d<7fGygv)V?Iw} z@1%aMz_2r7 zB-l(qxJ)226dqXbzZ|2_Mk5v0zz~1U<5&i~0rV z9E(Xq#Y%sLGIR+sH3?%}NU#dQgJBXMB?rL%oVBu(;@#qdWyu5JWVk^X34z!$)-FkE z_cj`(;-n49mO*B0#6htXNr})>5lczD(4H}ap)_DG7NX=AjqYEHt-lAk<&~lqI5DJ@ zhQrSsEX#Z#SFWETUA4^+40PVBXM)mda;4R3iZ^Cy|gJZQC~+SnS@R!Wt){917VC(rxeAY9lli;y(+{q<~FHkP4-=9L*k- zBV?3*mXuf2o5(Jfwk1;VO;)gp8b6`KCI}P_xr54vm1h7-?=Fmew-|HEl&wmUdsFO! z?F{{Cn^DQsm?I@pox|13u7IeJ#Z#>~n<3wMAh&lvsVBw0bu-~ZBsfs4XzniQp(LUH zJN6TZuirp&v`Z!kdn#FSIMsXVz*nx;a=dGkt;SGMkZ)?#RbiTMS`cf(DPv#?s&AB0 zev)gHjBBc;Y1+v_DWM(mh>sXt3R38%kkjy$&!r#f+>G598axo3{~JE%1_On z-g3m7Vd7ZrRN3JdR4ndEnN%hUQT}mBasxYY&zE(T!nUI{bIH{ITov9b#QL*oa5hF| ztO@<6P{*~zOqEzs9*lG8vF4UzNXzGgVA*J8)b5{py(9FtW3<`MD0;`U~!42~mPGlvZ z(H@IA_^Z-u%|Xprav>`5!YXAnl&SefSvvtWsyB546mF$M^4H%J&JFWKx$i3t2gZwg z=84`b`VjoSRFol9e(~!BvoF1WzdsM;E~LVNYy`Yta9B{ZpMR#H-rbySOcr>po@L@t zrNm+6Plbcxo>%n^y8(5DU@cNGOh{0xie-(mYGDEk=NH%))IPwdGAr?M%rh9NFd5D7 z7OI|JQcDZZi~8dTl`H~$=2)alwX87j-Dh-37C6I}boI5kQ8ai^7KN?e$-ikDla#=c zEEP{`(#4UiDlYj4tE&~wby{eHr*h1NWnC(@a;TQTff|gHnzlytsBiuDBpL@)T-L&> zk(ID6)S}p5mgM<~Tyqx>&$Y3edjVYUWOzRmSXkN7pGnnuhjnQ)7RIC>vp(N$6OIB-!d*7K#CS{~&iyMy{37h1!{+fp}zh{qb)wohERnU6>`0=R+)JxPIBi@joBY%>DuLbc$T4|h&gREgxr|$V-6}ZUGC{1- z2ODMmtl0(x>|oHD!m8|6N}Iqf6JI%*K2nEvni@lgoBr}QMV{GJN!h^$>|T7|tq$5@ z7gL9?HAR<^Z3MCX9$vwkncCvs!}Z+52&fQwJu@#=pl9(DK&#a!VUhdj@eh2>DG7F{uIU-i#{%<`ThsTGxqvcvEB z2q`NaZ!=X~OP#!x>9SDyO zsW$`OVE`mC0Cs-|6ybpwh!C5|h6(tL35AIXkN6iRqQGFmU|<8tu%YmhbF*>!@@^{!^ear08kJB0tui= z2w-su5YP#bkO=`Sga9Ezc5R8b5NQ906A&De__ap!Z5_lXEL`)JSw13tU zK_r;)q)^nP(Ci;G&Jz!{}h|W=>VE^0DC$_QaU6eIuJe`8WtTE z8a*JK9-4(7o|+y5g8>)Bgoe+IM8=GX%}fZfi99Uu%q%FRtN>Y7L|RrfVpcLlNXD5R z5Xb@0;{Z5vU=ncPVsQebIbry@5SbuOkq4gpFH8h{<_E+J0Q3X^4gxUZ0*IUfs0;#_ zlma-U0)%)16lh`qeQ{`I34px>z)J!UDgj84fRmO)5|KpZg2bGqv6;Jz{M3zlvFq&wpSSV8~Qpo*pGtO&O z8DhV`y0z47w034KTq=yZQTG8)zg+V42YSPhf_kO&46vUfmw~3+z=YsGj zp<5D|u(qe#8|9p^jm&U`UssQCGgF_#XlL&BCu$CgYyEUFtQOlGc79HEdbzCY0ekXL z+F8#Ih9f3b0+8G9IzAayiFEI!LGNbxJM3&Pv$@lihE;*%$b?((S4&bGRYaMHgru)? z$7K_a-n@TJnN9_3dfEGCz zX!3b#TxQFCt>E-9nelAoFzET^!%jT@>$64dRnqbi!cp$0ye7y;y^L;#+}q)wr0HY&SY%BmwjXDG496-K458B~jknjfuMm#r z5RfhSc=ucw!J)6WpW>aCMau+Yry(FQ4en;+5!-iSE0A9#?Ns*KrfRLZKN1Gu1Pp2{FWs( z!uUg^E82m*_jl&S_)vtOA$!-cPizcFUPpTZ^RHFphLQ6-WGX*@bG)1B&}q0VuhxpJ zn=tf{15Q3Tefx&S&J89^ll@)zUKis&}CM5nM1qOWQI$ZC+M8`SA8$eb8u`aHYvzp25O`bFEz} zOaxs1Bj^Gq)IwLY1Szi;2lf5N7}rWKeOHZ-@vpqqPtr8E6*DRd4az3~gnr!bRAxcG zL-{wJqCB~*I_!pc*F6KG8+OxP8gzuK;7?0*nPzMeEK24nK$#fa`8dV0Dy_@B<^JhI z71!~kP4uwHeijb3C{rrLN)RB>=`GfIE-3#i$U~yae?DZLfJ`)yR;aKdHiUtR5@~R3 zG!7KYVo&uY60>x~1_d#~SgH`*rqT8e6Wu6zQ1{1;EEPiOjfwwMG4iIE%wRp_@|BM= zRTrl_Jo7Hn`Ch+sfJZj=3dOs*vzW$49%gXw!1T&Mnf`*dfJH^!o4jg$2w!$euA{-2 zkSXDhZN<2auBidmRLRUDka6*mBh!k*1V>aa8LMtLTaYh=Z%}@QD&;=sSP3E&UzA;N z1EGPRZN&H<3f&eFCR{>let8}t`zP=u^3{1J$sNkJRi&YN9;e1KG4O}PeI20hM| zKjt2=V4?obBL}%SRM#9Uf4hkR{kHbwW@U~7Gx47ib8R!6GTO|SinE-6^iy@tm2j!gTBpjVfPCd+pD=@cwx!nad*SI8eT_9d zD83PL`wv1z9}fw@D|{_g#nZo@cZh8Z@NrheOXAie7!iL#r=lDdqtz?ovo7TZZ+K|@B^PoU2eNmWb|}&oA|4S#u(MG&S=k^ z2%ct1hOXI&M$LH>d!1G0eD80OGrp)zs*ub+9u)pn&YO1}fXyLq{KmiY%lIa9SvM{C zTgjna--j+2?}ZpzeqHt7ty3D4oAL<^lZ?~*B*8|vc{abPz^|WrP6Wq1ioONk|3Uv! zCZaH%@gZ}X^h5lwo(cOWy?`cVjJ6%)yfbBnASdH!x%|#CnegAeYkoD8u0yz4Bei|%RfFuMA{=CAyI3n`7$+NwQ z(%8#qvou6-RXCp3*^TE@`MzIYgbY-6z0Z21&N#6oZ30zv5E3Z79Jw&6)Ba(vAJS&8mD zK|%8zK40-MVC14d=-Pk*QD0>g-#`1N^7+Ha#;CY{&T5O|4+9CQMe?-JZ)B4&jw8v)e4S>muxvfWv#rk$#`x3;-m z+#j1S$n6o(YU!pJ5$9qaj8U9nr^#nLNw)MEp6&78QM8qxf}h1gBc4-`*;C?Q#MxH8 z`3|BgF+T;iXIikMyaK*#(XyEX0$3|N@>?T|<#A13B0PLsSQVgD?KveDMxi@zi?e^b)>MZrx(~^JnI$R@S|u}2v>NUF(|2i(^&tSSeGYA z{n?TM|JGYjz$aVj#n{ZJ#6`bU3sLHQWj?cawqARxHΠ!CF=UH>ksib0p6O+?N`H zR3==W3`3K?Re)&HQ5^hQo@gJwp;tlhoU0sNmQ`71BT&I2ldpuBOdOpFhf!Q)UvxyD zpK2eRMxYz_Qdz8@x;rNHB32f13fFRIGfH3CMu^X=p!afGHab?ibyhl@#Ywh~8#Pgl z@migWQB#5-P!N*%{iUeRu4c|Y3$d~aft!pVT2ZMZ2o|Y!?p!A~8h2kEby2^NcA_>H z3N_KL(y+crSFfzI+&)q)<);AtmkIA5KFNyc0ks5`OZ;^!9r-8iID?s~_xd%czv`@` zOLYqhOccI=%4=18>YwcMtUeR~9iSxp>Ng2Re@1=Dplw)76RJtvL0alHQKq9Y`vyR_VI%jeanJ`ntGx;TB1H8f z(wnWh>a2=!6695h4pr66r`XVeg)>L+jZ_e(O8=YfB$2g3t)_ajD`TshVrzX?k-}|` z@opoIVzsX#zNut}mbT^p#w=Dv0LHwNXD(T1T&bQ_}fVXfj8 zi*{!_BrV_O1mq41fm#e-?3WKssffs%(H;2ob(ND%9#xHn$2r-M`U1wdpybcnpyi>5xsW3|J^IfbthI% zBJ^!lX^evtz2ZP?^gvs-FaFekkUU|STyL%lB^_@sW3XZzOM7W%A z08K_3j^txByDCu-l%|RiX0+vuOA*7CE0pwIjt<6ldTnAJ-+aYn3hZs0@-)n7tp0F* zHpWFXvgp{ouQ1Z|yR4LPFh^;4OKB=aXvTQrbG^f4v+sNUy9o1mNuv4aOVAS=h7YL zLH_;xj+m@Dc~92k#Fz7~Q1!#VFosO$SR8xWhNkI+@h`xA%^&SYjH}y19J3eiT<8QA z=p7dV81=XhI>SKYVkEWrxgS^9=O?ol>5UfP5M~Ib5%)n04_V#k4xMTwiw&Rw-qFVW z*x+@)StFFP1EgiymEq9HB~&N$3*Y4tg$CW6k0P6s@|})d^eZ1QCiwgon3Q34uV(rt zS3tQFcS0EGMnlZg!={ttjW0FV#%@H7VI4-HnvCt;@0r%S0{xd8+WLR*jG=65T}`es zFCf(xj=yy|2rt(H_b^BsL8vY^h7;?#dvyYPI3m3d)19c-AIVU6jU2pSFg6}RBY8Rd zLR3pjTcgWt-&t!ntckifYWHd;_j%%XbG8nQlAHz!IaSbYkCrgaHN0{k?00dWs6RTR)sU0)tvQ!cWcq^e_7#^fL5nqt+#o zo;l2%R!;@&#w})&o(7X*bSs>7O&t!^^so}0D-<9z2%V#mBgHxGn{|$k5uc!-Bl%9B zN1g7J_ zA!+Y;0_h#aj}b|f9o9bB_~}i@xXYj5_+C2jC1pMX+q-Y~Bsa-M_e%Bf+(wrdq=zz7 z_g}B?_gEe*qE8x}vcp;Co>Ii=yw;?vrjdwTkWFQ_O(yUqA%c$mfvx|`q4%&(SK?F zxNFM4Oz-_IDvmO(T1@rsZ9(--4}5ywv;C{@W~xNw>GSLxQ}wYV>&5yHsC$P850^hY z?7!dt`5gzox_O6H(X|%~Zf-$E&rVx>O@;3h7X#w3Sgxv>m1Cj)_ZjEELJ`|zNkjI> zoU96}qTW~6eyYMq`v1&0hoMsIf3#9`#+?=ha?lLZn{%V@S83PL4i)}q#@S#cPAe>? zkdAGbN}QXGo2H>s$aW|!)oOei+U)WAXk+DvNgpLi{etWd1N^wYYUa3T8x|wwcjaG) z2v_g^$vE@0hZ9a3a(tu;UtdK&>{O#WIow=-bXct)0n4*uk?*-Q{ePkY@ zlk;zAa6BAOWwq(SFf`j}Tk;b(Sg#TDb8nn$o7DP^B)&xo2G6XRpbL5P%$YbcO`+}u9EO_ZWd-0@ z`CJ>PwdO~88YpCp9P6p9Q{J*d!jEE=wm4g%Y9XD3$?FN zZC_aE*^~q>nmAPk7QYONYtB@%OmkBgn|G48W#6kvVQGOi3uhg=vkj=4A1`x#o3#9@89@{eP!<}$F&nbo|v^xpQ3F8VMxc zJxj|~D$U-ug|l~$T3*SXmCHf$90$XNMQN{Jh1|ly6;`+&caHY8?bkF`@wYd84%hIf zua1Si;dd)_=`1T`IIW=zd`NRG8;7(8(%)7&$(6rESe*6v-bCkHb~?E|A8*i>BYF`V z4T|dfE%q4@zqn2u|3>Gh+miTUQBC<$l+b`73`W?SL_;9<%kR zyr)-_E*}kY%brLKYeIOz{;-n=+Hc!6_ePe!dn+dWgu*5H$wN@nx;lG(e?a)6Kb$~* zftX~fSzcnmkrQ_?r`R(fEon(wEo2><=$VNROpdP45JE&n9)~R>j*W5@L~U8%D3FSc z6t5h1VsD0Gq(M1Tq3ZhXP^I7TS#t7&y%W+V!NLeS>qO9{6Bdj)*4y{qm$w9evGx?K zn$>i~!ZI7tLTz!|6ACCp_1MN2r4*S)v69=wC=1J?40pUiGUfS?4vrQi6_Jg^3hLo8 zZo9y%XIW6RT!Qec9&iIsMvUeot;Auv{2$G31iyJ{5lu^KX^J6u@_1RX_mnrDrt)e@ zq2fLiQRdn_BK$4#p#_%Ia_j6;T<;5$i#jYAo!ZI72h^DrEQqNg^RwY!U7$-WgHN8H zu|%OYG6#sM$SK$4CFwP?P`ry&UbV&Lz!b^h3pv&gSud$LAKfzRep{zr^NNg6YviOc zQD&}}C`wGQ=U!;iV3$M;7YZMc{8ELCTzo)gX&l!Cn(g?&< z$!M7`r2BF*X~~lrcH9(?(0n{&TB=-d{@}24FiwAwuC7Ys5i4bM2A3>5=?||}sacr+99$1J_)b`6*RbvcWnKEle$Tqo$eM#A@{@J_V~?o?Tg>g~mJ zpSWEW$i{z&AGZXT(LPDW3iUwR9Jp3%m{Gz6QYlhi&RS`zY&%419X0n1`MJqtzA%;@ zIjzwY=5abuxxOqRGlpUzd}vR;+6{|om6jG(?X)MWA38CBHupQ*-XB?XGpVsjAiC&7 zoKN>0>63r>Rg~Kb5-z_yZ=<5LgMN(KkaEXV*}-%YjNsR;tBPqvLw;GS6MUlwRMkdF zSJt02geH6ATy6eYcsAoiTEDlQd%iV8J6a6u;_P$vWmKuM{CJICpy0E%@+o&pg}$U&~VCHTK9Z*Jzwe7ZbZ7?Ri_f)vKA`6OcZ>~mQ=)J`I^=igoixholDGpE}~mQz-F(Zpo9%)Lg3<0 z%@LXjl3_=S`$m2=nXcuv##Mzp@oQ-SRqxega+!ICO5;ukJ$vu<4%g1NR5!#7a(yB4 zeY&!dqX3QP1YMDw*Kp>hX{hRySCG&w93Dpp$yNUrj<6zYL?{1gz=SB}p)s$7t%7_- zf5rJ|VeUh^2czPKc4voP;>b;8Rnd9Z`K!J?qhj?Sg`z%@n>Jq>m1x*Bqp|O+Q4h~e z%4fn$n~RA>ANi3ce!H!k_h`8+VQwuK*iHfte48}O(U9i@&RR~{8{3|YU)OREXay}8O4oX;TC#C1$5qM;w@^PC2 zQKfqL4poE$^j?R@E&;4rnscLBE{XMh#f`9vZbQfMCT7u1%Ai8iU}%f0?9Nn_Zg+=y9NQ(L&8+z zN>Wj3uu{sFL%1QLN*E%dvEi>o!|x6Ib^KTc#VvbP3im0YYu00RBKEQiu^6M?)==?@?trq*J zl*%qOY?UJXi&BUvR0gCQq@EbnI@pRhGJrd)4V{Z2OmIi(F_+0rhG*O1|2+ug_8yFkPgO^!?>-(98c9pk<&GSZpLPN^#1b2yT_APq>VTyxJm_nYC*5x9AnB0_>I zRjMp{9?06v)0C6jc#!QkY`u|FG4M%pu2Z7Pk-xMo-`kW0`lw>IDRY#!q%%$CUY1T? zNMUkJ?>P3IanX7Bl~DdFxPIsz<|?@BDuEZAfHj&U=~7dxR6y~dICq$R7N0JKEw=qM zH|HLveUHe08vHL})b#U7b4Q#Ce=HAI=Y0>~FQaF}Vi zztdeN?txVJVHS-}HEG_;A44^8PGwJrx-%@6;K!B(AK`i9s*BwPOtqG@$b}50aWssU zkrbCSzi2ZLYdX~^5rmA%P%m0iYq8BQ88xd)cQ@EfFS}Cf;Jd=QS;@MS3?~$;3V5t& zl`MEj$)D-3P;sufEot7gY3X_d<21M7*QhmykOp6&I&_mug)K#Fane$M2ZM>VZ5On( z<1}e+#|sv9qOP>einJVsr5*W&<50rYxI(;ZCS&CFqH2_kbGws{SoM`tX~*WAopcm+ zVbY{mWUzFl_Q!JG){M6F@|KkHg;yPaX~i_l$_x{wO6u#@=qHxwSH-PqbSnkj>!|s! zm-{Q*B+Vxqt>-b5Rx7VJ9xavNtW6lq>Q?G)w$Hkk=xC)Hbk->2O>GF+PZQl3lwAyF zA8oWRO>%7o<53&J-02TLzGrhX>P@_c%^*J=fTWYkQ+)bGF&|NO==`!uVP^V`s^j@@D&{dHkEO z$&A(JZJ7Ea&SW3l&QtErBDdkIks&di$yv8avf0l0k%=FHAwUM_*PF=`iD}wm;B%@8 zY$^UpO(=r1>AW!X_c&9SG}C~g-Fd_9D=SkJ6+GlWyW==!(io=O)MnVIeYjj^X3Bd8 zv13~vW)hA&$lIa>0ce9HhTm)Uh){c$O7@UOzLSc`y&dgh;qH_3$dIa-Q_z^uTANGR z?VxY(QHPszYwj|%m}`K{n6LM3kj+`QO$lqa{%cT~5I_el@_%DMynjo;|FNbFVSIT1 zMFRe1fUvLtNKF~_-$RA}uK`s3YXG5O|8ubr9sq;~P{0E?|H&$={LL!EK*PgA{o?^4 zS!I}idq60N2Lu98|6{Qb78(c#{qNmE97HHYL}-M+Di8(^5f%m!9vU)t2!Vmf&`AHR z6#fk=|1(sG2Ld?%8w0|CAc^I_L1h#aSOf?O{2Nq;hew5s69RD2pwQ9akkH@}AloVs zWQYz>MTbE_M}S8M!u`!EgCId=JPasa40r?#RA@{9`CktRjfn|^jtP(SPg$7|3-AdG z4h0JV@qfpafk+VghXZLULsH5x*#Fd&(QpxwaFGykAtVq$jt5PEhkybZD#VAw#z%#R zV8DL>pfDj2{clPc3G{cL5Cuqxia-RQB7z|xg2y4kfQMi}A{mak zL?=N;AwdC=pdyh%Q9@2`yhBENhmQ0P1Cb07n+&p5h=o9g2Tw)-!GJ8}fDm#Z0XZ@j zIR^4y6$lWffF+~AMW94Qqr^g@M#iB=#iYhSp@C+kfuo`UlF$M|X^{!(FwyA&ypV}P zdNgc$To410f)Sw32(V^ECSd|dFayGv;h0!}bS$VOENBEQm^iG^ysXHSY_MEx*w}1% z7;J>793&_ll!%-FIZg~>E69mKw z0gV4{6~agf;l2~aU=$@Hf&`Vt5rrUIg_4kz^53~aA1PcqX&4n5L`gX^5(R+00w7!g zonHx25fau=1$e3vv1kDNG-1uOafNiz74?w}4FI42|6{-+x&ILZ>e&!T(9^MxRzoo0 zfxuyNg|q<{^n3$SGv1X%k3UGcfw8r2Z&32d+>TFI&Xhe^8K{VeH zgT><ACgkhvAz$7|OKk>&0G(g<_eC2=MA~u3|JP;qv9TW4oipBimKadNjk|VAdRh-gXer}o=+3M?as&Bp#ylnH_fq~P%PB3e9;FpAVtJ| z9B|iv^L8FS1gYh;Q2mJe6KTMitxS-VV193__VL+3HG2%@x5+$?o^$b_Mx^ZNjT=nUR0`teAC+Njv#kMAd}^U|*ygmfuayn@9k3K2nl@(DK z#M5L&b~x4zRx;Gk3~L+MSKN-DQUz?3Xc<*Eg)_1kxltiyhR&2^Is4hROjI=&y+>xQ znw^;&%KIvH5mWbax1rQ9DT2(}H!(tlSl9PTZ|k+sbD7-^?~N!etedltj(+j;lT9ZP zvY|^aIA9ah2))4wq=V1DoJ70d|IRwO^A&VNa9eBP*2k`xeOU*0A^$B*xbXC5E^;fZ zyj>p??=)qgc(6X3%fNC4igdT5VYUopGkStFBA_yuad@;^Y*RSQ~I9`Lb%wS#7jY zS*OHv^rQ{b%J3S_R8vkxG*eW#`?JPJtK_S5RV|uChuHurqp`myLT>AC%QgmBfEZ2HbwlBAdg||xnOD(FGNd6J4*Yg6> zaR8o>YQgm9Rmz+Lq%rYavMWAEdYQP*g(g7%h@4jkag^q2bE_Jgn=4Rnb|{?>MW!x< zPih>>OP8=H^(Iv04s9Q-g1`?9urc|1pTpjB+k5lnlHl`10k+~@7vy$^xr6s&T!5}{ z#hyxF_I>Sz^bZXpxE zhTNEbW?e*xpygXvId`9MqPA6v8CG^vKa@a2Vuoc5O}#D=+51zUQ4L*lT`>h*p&;0D zp%Mn2@d?eAh7{OUF@W`25+aK$DUaal=4Ci5WhHyEqhAPz=c%M~n+qnvz2(bK3ku5R z(3F~#K}H?2NqAsjnln=gV{6oeZslRHQngG!P-dKUA1))zj}+USwi`X{eVkh8K4&Za zw6k_&+Pb?qgPA-yiz+xFD)~3HK-pN2ROw0Rim&;dBR-a`3MbvmVi~XWzG|SpX1LwL zS22Y1Ix|f1+|KcR@@#E1fVFBKihuc^Ci&@vSauu0g7LSu(fJ2;Xnj*g%*ASuWd7G0rb?R|S7cXj4{5y50Tb<_E6Y2;yrmPXrL`!#1pk@%&w zCcH+&HIqU5!$m4~k&&^V4(Ot7}5?lgrJg%-qFh^q+ z4uf2q&jb`0yRtktcXRv${Y=BphPn#wDSJ_*?`X!$HJ#_PY8QGddh%SYXs+2eeu9m= z!KJu4_z9jBJ_Rx)tSt>!KpU+H1IP2UdH{6|T)sZ_#RyzyDA~2D*C(ax=({gOderVw zKiBRlASfE?X0h+W7*E2bj)1d@^Ip)HIIWeURkP3zM$fd~GF_1(CEpZWYMGt>Gr4O>y_N~vc0)y?DB#M-G7hT}ie z*$oez0wQSPwAcIRpZ1Tak!P2#2P+a@=>B(H%b37utlmOq37;NbjuUPAMJ4DzOu6Vllj`cIjZJoYZGs6fc#l{O^e|<9r+P5~v(J$NHv1w5` zU|jDSks19%F~XI}KXnrod|OdP?#B@m5i|2ww&*PeyL_Ti#x6p;Uw^gkXvj2Lf;yab z1q@LsczooCt{f^RJJ&T>I2kbs?VJtXvg4RvS~h-p$Sn4)`$Lj7aNg%-@7galnfMwO zf4jBCqzn(s)XiRy-dk@NQNyj^1(f93>{oU#runt*fKff?&O%PHs-5RJ&ZF~d+jsVDItEhIjpUlWvQ$Wdz(8N9x_GbO)}F(B9G6%SzW~6xl}V6 zUi699`K*hyPapirq(XbT&aS=_vUuAuJ&deP5S>jf!!uF&+|1nd;fhzEy?}P23%pVB zqaWBvxRCA4SLmU#saphhyFbfK;jH>6Ysh5I;MSro+~mi=QI+i4c2(<{#d7WRGtKo zHk&H}htR%85%v!{!TrbHagSE2Ew=f%eto>YrW7Gud10&;lg@Sn?ZJ;ddL zZ^_t@KWqa}IqDRzlg{e{?GgNE-eewi38G{K3C0OrG5cFEvQLByixTi$bf= zFs-dMU8vfs1l(}|vaX&|tJfWGpj(?rkQaBwaJafQw7IP#vZSZgbA%GPYbUrYxDPhG z@G00B+P~Sx_jou`o*h*8;qxh8SZJ~BR=U_=L?CLvRu&LvBoW4Aj336z*()7y^dYdM zEwTb=H9pFdh#zgL3lqp4b8#GoX6Dyg9&Mf;&~NEk6zN**>1}BnGaMPiBPYYBD`xf_ zWB(M3fgh(??-QJ%A}FWycH$a68mHsxqL3228yQCq8}T&^=wcK9YN3A4{R!3`k!u$& zIU~XW!7Ual;qH@Wo=p%wowRjX;M8ew`~bxqequG&C(lSp4Y{aTiTHs?bgI)tv~hG#62%=SHjB)H7wghW}pUPU(Q9EkR6??5SCvYKWnJb5dR?p#c7E;VI01U~Z*((e$)%v#rjvH#pQtp@G z!~^a;YUXIkXCKeO49KZGh38~!om_9#1Z1ArZL+_*?zrVk`QoB5Nbosi*2$yV1s3iF zTeF;7@!7-Fh8i+ij3~#AoQ^x{2I8l2tl+>0m4!3*{nG&nx!i*h`U+(^H zv^kaVrCvJO@zQCAXb}6AKUjB&uo;QV3y z0+QW=p6^AoE$R33=}YjiL|Td6C2kujTKh-&s#9>rG8Vsv%8{bekMIixONwmou@IMY z-0{%>+LgIenX_8)*6xMhI0{^YQsiVR0YF@~mLhH8;JC)}Y-`lCrK)51%C6i9B@6g{ zo&3q%D(I_9Tsr)OQ174cSbrR#@IzsqU88IVeLv?rsR*i$KRBv(QlRFS3KAa+I8v+I zXoc^VvN2cUv4v{{ODi5zYR4tr_GHSWZE8U>g(5cTWG5v81obk&0{(`wzuXa;y46r! zRXPNvj?mTeTlEjkm9aVvx^xQB3)PN&wXhy_xyKC-#>Hy9SYV%dYMmn27lOki*`Z@A zhE&v%&8)D5WMi9DAG#)QohFgTYAmbhciNyxo3cNln7cd(ak_Oo$<1I0b{;2~=mbSm z){Qv`%~#T@<2~6d2pL+brKP16Awnp!bPXI^HBx{w-{#y1-PX2fSfQ+H>eTP_BgMRQ z*4NLGNpzt2;rdEC_^9XXgOZj>gyw}%P>@INJVFiHhkNr9oy56A?KBPMs8C)SeCvx$ zV;ygM&q_;-2L?e)`x#gk%u2&0LY)J!Wah==9HIW@rJ;AEf_S%Pq&4G$x05rq_0R^v z%cklNLKEU=9QXwzojG5%rFa9OWl^{5imn4i4wi^MLYS(PbhVT6paVLt>n=5Nf3vIz zSh}6s-N91tRh-2z3Z?_s#XJHkZtdi>t-%TF8l|m$YHGTIclyoS>!{o=4(cJQDk0^l zJv{EkCbU<^$2i=qCWJ3I0v4)0r)s73oe4Q|D0isIb-(horb;)M+cpTdwi?*xNv#$= zeV((+bwa<&XY$%6c!Wx|4nU4}vrZw<$>ynkqz(E%qWQ@U(t3hE6R{yLJrRgQ7JQ{D zX}xx!@Fc?SyTNL`*FGpZ6$RNI)T_Zvdi-f#3~R)G!PO@8mSHEtVfL;1D!KeEy573g zLhSE9T+&9;%UZ#=%G*w{L9`XK{Z2BYqvIZB%o~{AN*Kb^r)xHAgHvd zkg!*~bWFFkxjwH1jXv~P+6-N4JV36rzPE=FR0eiBbWS*wuPaOE(MxqI+FLgKU|YFW zFyy_O8hSE8O*lE#+N~>x9-%a>Z##A!Fa|1{6tEs?udNh=t1+{k+LN24sjjrv?ZYGj z5zF@?o<(EMHD|mGwAxO8)gPffn>_x|P2^q%A%ab^=;Pws3{qqd4p`NHA#CCGn$k%t zCh{3%^vaVd8Td>i)4a{lx6Wqm&nhC#1xwG!q(gDGsn^e|c zYDycQeVQwO>y7h5n^FSHw1XI;8%2GqtJPa!^lxokLpyw}k3SuaW>~e4hOGkhk(R5q z+0COfj9`teZt7&?gf8dt^(TLXuU-7CO#bdTtH0)EJF%JGI9c99AUv-W;&V6vRK>E+Z~_hft(Zp@750r->Yu{)N!kkxyxOkM_9v|N0plycvE97z z1Gn{gkMp+BvSkzRgTEgcF?$}_T;mX6m!m*h^Gix2G82G|U? z_|H$W-j|yNc7qA`V}>{F>`%3#M{OJcCF^TF>!%AyXZ+Box#!jJ<3r!Zj+Zlb4+u^- zDppF@r*@E!Kgw6T$LGk#mruseXBiJr^w;Osj%o!i6v+yU-{-^lRw&<2Uj?un49+kG z>gLxgDGV;bi+5vlOA1J@7}_oi&MyzXpR6ElMvOJ!L|)Z1?&WQsi$p|OGoF(go}9hI zepQ0;9G|Wh*r)k0#F{2PpfH53o4h9Ef+qQUZpLtw$akZzyrDOKu(7^4;CA-Hcq=s( zvZ?@04|4?Q*pMT^ns~dV6ub+OI#RF1q zznkAXrW2QXBu}}JS8%AXriQzV6%Q#N7{4YotUXsp;n5`po=<8IZ#LgC} zzcC=PjD{JnFtVlh;#G~%F7h|8;o{Mye;Cjl=iQT&>|<89u{@_i#O?maW>)~p1Xq|I zr)R&M3JAD8d^AM#f?jB__I$TkC6J4lOeDz8{5gZ zcFAff!UQN&62(+itLAyEIXV|rL5CHSz+ESY`1{?-|8rk|(8fL(`O(@=oE*rGUW=W| zLyfz74Dc6F722)rK!+<9>LiPtb&_RlmT}6l_a2ocrR9gG7-5`IbCzdooay9cAxX1l zYQx^zRiIy*bygIhl9^771;y6zWif9REB?cPn17j|!l#Fb^-EZ#2>-A+$BVPgvCBhA z>)4a(?C(x-qaS!m3i9P+7^!OL%14LyVyhVseIetBhiLi^KBu6re|M(|F%mPU>@Ts3 zq8Z5y^-J5L5@TL9FoLRDW)5?+)W@QB?*7~Eq4aJTp7&qpg%&e>aCK_%T`UUo#-9&s zqb>Dz0t6%&cZ)hIXIKW_FK<9m!#Mw41eGMSYskg|evMHpD6=lZV2bk+qS{U>PR-(T zudZIYDGx1^C{bcs4WT2B!+Cc6dwH`2-2{6rN#~iz4q>3^%x6&9dl2^nI((pr zDX3Ka_r@wv(&hK}>@Tkg%xzJ}pSK6Tc|UWQ*U~C|AE-eTvj^Z&2FP~d88u&BMK&( zxMWm1u^I8Voo+F++w>vOL)oM(`rv~Jkk&z{)7ay36*&>B`mD1~Y)TD&!|X@pS}sbx z)`4xFXm;@2ZB0h>8pP{V5A%gLOCR>X6{Tzs6vY_gbwSVSv8<+ERQFN;$;=!3TF{|_|ZchMPDJ^`Zilz6ruEMn3 z3|Z3Qq7}xD!y{Fx+N-8}EI%w}NULRt5o|0mu?baDm-V)RgNxEvM^pYgW|p#xj%h#M zVp2|R^pj&aT7K=v242?X5*2{?xvisyqA2-#;U+11%{!*>J(4t+%;Ra2tEFC~<@2dZ zOA&$>$Dn&zurufkYB<&90?kY$hpDCIB-HX+=nq8J3KYV-XN~EoEWWh4^@MY{Bv18x zl{d7S@jge*XKj-r^a_QJjM{0}^zML)%k> z-JM_xKdpi#s5cO@r2&dY_GRF_9}DUumKey z`8m&Em0Mh#@OP;+G;+$E|DFmCihIXtX?e4Sf44NceAeuG3|Dtc_S2ihGsiklzr5uu zN~@f%=vX*oKHo-&Q*`;3+*fj@AuDHG%Bj^Xyte~%4iZ1g;cBM%QV}j2Wcp?u&~7>+ zE#>vPGxQ6pd-J32BD(h1YR2gtGT(W1?B4yBP|l(w*BC{#zO8u&RdNUNJwViocbCZz z&rVBW*lh|?GQQ+#2yy%T=H-42FOF>)+;)qH#JAt-ymtC8{aDrMBAqe=`}{o( zNkv-XFpQncbk^!Vxdr|>ewoYo<_@ILga-U?To(yo4ZQ8I=N~Q-!!-UW+V=+XbMzxj zZ|yur_$<%-PF)9V5#Qz=x*5j5_Fw?+{`GHOFQ+TO*FV%=gGvUc$j)@-gNtV7$uo zg@k0Fl14qRHe@Vq>0z>Z?W*YHXnGX-q535Kjy=HhC@u-DOP~KoDMp(YF^mTozbvjE zN?9j#kZYOG+Aj*4H`ecpt%-{fzrjPi*wh<&=fNTc0xefhJ%6~5e>^_)h$>ws8+&e` zjUNqKN)d(>dakn60@WIYlh=R3RIMCBXn9p}Z9JKa-$h>z%f zuplyKH?v8vh)eHOO$Yr<53*ck%}XzyO+#~ys2n}AJYpx-Qcp8m*IO-Lhp3;*sF=tp zIuj;O6?qYnUWb-{iRvlFl1HDu9BO86AMazIa$LKS3oM#ibggrhPFZWPu9&`D|B99b z=9DnJKcAeKkeGHK6QP)GwuJv+k4>+SXfO9=YR!)_R!7WWgV|UpJ;@#$Nmjgmdv-Rr zR`Je5dIZdY6yR4wH;JyzfnU4*e<=kP0BH`05;kVBV!e{A1S0r^1uBR+^t-Vi{G*cG zaZ==`g5PWh)lR?qP$H@z_Wbc@H__u0(CbcMlUPsfCwA$e;2xj=K(Iv(=-HOj^)|}e zVzcjtt+R;$^~f~4B+|@CwbHr(qC+`#Lnbc6;k|vR{?hlQ^?qSK3hcgC!NU-Q9VMOv z1)c&Lgt9Gu^wB$?TMGgVnTCI7|i#D=^f2emCLXV-QI<92)v0!$*MNnBtp8T|4T7Ovoh?)F{x=qTMKUzA= zFn5_;Cs$y{X2#xC~fG} zHvJ^-@+7gB9KCv%SZD>$9mS;W1n#RKN_sBs*d!(R#A<90(;hZF)@0vup|;CRs+c@q zJ~E4!G97%5&0-3sJf)_`48)Kcq-!~=_^f8hlo6`>-KFZ=Dk&9%f*O=s4c+v`(u_)g z`pe7AFY-}MF#f4o54hyd1FtXQNVBGEsP7;a9;!f^pBkp=<9zAE zk_=f%ZqcpCC|Y-5xft@sNZ+-haT^A_a`G+Zi; zu`1B!cou7#-ggT~+CC)lDgt|)4)N+gfb<@AvsYr#TKt+H{nDC@`U|{O_qnxblk&R)T9Ekwinaw zu)2|S>xuLi!}XQ6%HRJH2N+Nrq2tu&kG^{wH5Tt6Fr?o5q+Z!$Y~!rl|LqP8tl#iMUG7SL1H8iU1xXKF!3f6N2=;v( zI&d2HbC(uY_Q_fkK4TMJL7GEr6Imb|u)m3lENw!!m4|1HnL#lL+Q51@l%1S^VlWK$ zG!7fpcRMvCh)Ck^G)9Op7IV=&Su_5fY>fV8n_qbgpocWO=;gvAO%c?1a_ zNqd{g3!t8#?cze~Ih*;)z3);&n_T6asWEOV-|uRC5seNrpKvi#|6-;yAIGvj&t#xa zG`=TQHmeG4VPX*dzkwnSfDT;ve*r~k0D$O!fa0e;{I8fY02}}Y4gd!Sd=3_VZVm## z!NC6g0DwaPU?Bh~5P;9BGR=QW#eaVS`_EwEe@VsvM^gEdFaFm~;r|ATP@fj@({wpa%q9A+% zMVx;?@pG^c1_lj4iUwdn17rUeQ-+29Tq{IFfJ8(3WQw@xfM5TZA{6{TrU(P~uc{0O z{f{Z4fdBVS;b%`71_A3+Dk4E*Ltd#`uDP_!SWF73#}ZI09-|QfdS|YBY3e z0@zQfNQ;a^i-Agujr5cJNfG}PpMm~Tp zAK)h+q?iCKuOK?LFcP~64uvQ{M-<@kUq(?JLQx!@SsGSG8c|3FU?~IelO_0!DeEXu z5-S1RmEr%zl+^(q>gb|ckQSdhQ4c}){}-URRQr9VL?1Y#jxCKY12A@|(j-x)cfvIp zX{o84JeCED;c?7#qe;s{#U-zz(ATeHb zU0C}8gWn|Q+X|`%x|KO7t$QFa-k|vJ55-2hKEcMU2HuKu5xS7?TW*Ia7(;8q_1PWh z0<+p+N&UNi4iX0AE4Ypea_t`)QS(6KDe`R{EgA)2!E=$CQF9(qDqP+kkhsFBNUho* z?S9{5#8FwKh#|bD-uER)z(YzDbNarUY*TP#;g$`0+;MYcwJJ1K+%G;5pG2f2_|v^q zfS)B`vRIHTtg~pI3`BMVa<7QtkEOmLa$7_u7{KqRekVTO@}94j(E960i^0Z<+g9mFg~!THZO~71Vexs%oiN`Rr@9jM!8~V6SBT0I{}?I#Y<8 zoYnypVGcVPHHK)Db$H+n1N0dYnDUTez#TEXQxIgB4`fbD`!7UBE4Yu_V=D*tY6fWN znx7pmoCKjyYYe^iC91%l5q0vd8jVA$Qj&63Z_=C_Rs#Ep;m5irX-VYkAf%j62WfG? zg*2Qb$PF9^^;psRf@gjY-R!Z3x zASV0mqw3rGjL=)-Ea9Ki$f_UydiE7aI5g+o2jL9dOODDWoPJ5QMC^rI8Hh57{u``K zMed2n?$X)3Ikz*1@auF7&=mM64C{~8>dQ%csCwV zuAavp)2&AF%vNfaa||u|eXsc?d2!CKYAGsg?XwGv&i7e+x4rGx-dlsbn{K7M=%ZR# zc^vk>PkniKoxp70Q>IOdgcJqsP<_7G@M5ed9Dw$@9cXovbZ~**R9VZu$lLx8mDh2GT~yT(~+`q5T>WDZp5R z`$!HFsl}}DT?@{>6M$-HjzSJnq6|S6h0PG@`YunIM1Tb!XC8b|iik zhDVdi)R|3ggJkAvE4tqA&(+0{a`?jsp|=V5Ykvzr9nW_}GaQHLD311OKQLOu@tS-B zbnkMjwV4_CHm?3?^|NT-(OnbpTok*aa;(Z4a%h`GOgyd5IAW=M+W0CNjRuu?$lyJI z39B?^jg`Sr4%s_7n3Q}Di^X3#Ih45@QLZJ&uSI701aZZ3cunZ>g<%Esbfjb7+pklq z@`L~yB12XVNWWCC6Pcj!1iW|YBee3CS%R9-Z5VITEAlLOt7+tCm1`V=Ms#-OIX}h; z$ZNvWJ)xic2L>OxnBDZmhUj*lKxP)sl%hBLJl&7XN{1NVTTcrg1f<}=-1ohy=~U#? z;1mOCp;A!ZU{5HQ<@4Oaxu<3h7u_FtXQ^xcLUDYL(K7+FD8Td;+zW=Mac{djQ!AKx zKESNM%A^~D1Fp?%zl%+)x~8bm&!w5;=im1kjZ$P@O|Nh&1WD%!gcLJo<&YELshrgh z1e)cSs4v9KmHS2zVnCJ(d~KNVO2!hbBsBwjUkLbHqmEw1s`B0qH>Eyb&lEW(_3gn& zmgU+h{ZBr!d|!};5A>|=@yK^HUJ;d88JLunJXol&GHpL9E<%#a$C1%eiJU(yM$*XD zjVQN2^BK}>^h{vupEVpY0!Ejl{K`Ew5AMA!(Jbav?xM*nMiyUPCC>QPGA3pk zh|s*eeSF{R1Xk^BV9eQ*&?LmNh$e@GAA|Yg)alt{!?Gzm6@{1B$eJOOnN_`uiVl+p z|9t7sp`znvjX8*dSE9MGvbFQ&iFRX*Np-+8ZN+5P@}@61vLnqLeA4)j*psdRJM#T;}+ZZogvNC(g6OWnOX+PIhIO^y4MwN$m>^6=m*b{8vhtt+#d4_ za`<mQ?5)I|I28@=k?ftZ3b(Am zFS{!F?&5JN0n|%cE3gGlWAza+vK>o@jbB=)NkAHf8VEb+c&*DQ#20;C>8G)iqBB#u z-@o3pp_GZR3>~a%aUH0(`;+*!;dJ~K$7xvHfpVYR%Xl0{{b^>U=w60l-#8xnoYo1q zGE5=zG~Ae%Prp`i#Or9Om{FOPoXMAU(yqz#SLzc zP%xW&!rlH}=moa$U`F@#7G=2z%f#c8&y+ujhwOXniXpYoDLe(mM`^H|uYGsMP=O=$(JCe4>d&7JHg1_#0Uvhd0;`*Q!1=~IR zT7e1q$`P`y8N!J3H>AmhOzn?xl8@HXX}bB%vaY&47>$c4t&eU@tBf0koxmk#feo{md5Ab&23PXewkS+4R#`aal3=MXT zVwsP`YmPqiLm{S)S|}3Ef)4AV4x=u{iWG`0r*>ldF#mzY{a3)!?<;pKyLN=-qc0nl zKXeFQ{$pUbtG`e(c^#_6ylX@&hJVtCWbPP*9VBNK@kT-e1SBskLy}k;(K%G`fyPP;OT7$>05To>I+}Q@LgeortCcc9caQAKbF$;IDdfGrtFBOC(y+1G#f>7d#*{t zlagkhaB0mIrhbuj-(Jix&Q5P!qFh=G7zxVYdQ5y>66k_UegXsbX-CCL`^NsxvJpm@ za}C>H!YPrC9_Jzn4ne)7&aO+&%2*OV8Vp01^4)rhP=(1kF9uo{YgcoIdg7!645Dsw z>C=~BYX$}WaZJ2^@{eiGmRU;W9>z{8h&kDWc~8Q4qE;*5MLTa7?vI!o zw%Srcxpab>b$-;I&pJ%HoDQ}kex7bhDh)i}NI|sGa^@aQJU>q|Wpj9La|ZHO!H*OX zMQJlymu$nXd_U53*QB(nWK`&uLQmQPrVs19D(1{Y++6#R!V!yvP@Y8c;dBd`LdnnP zBK+(`csAb9crxq&>qAFW+KlXFoU|kPl$K(!(BQ+Ul7;3HFqj})KxI+G^Ob} z0i7x3-SFjZVg)pD1^y{zLHKAP))ktedExM->vQh5GI`fLcwV8U`6bzPq2(_nlk$Ys0*= z)^TSkm5z;36f5{vRyAKsF)>RE2tV@ExSnfXpOb!S70fPXA>#wxSWLi6YuD6k?%*xp zJko4r+!<}^@PHM)@D@%=D8ogunb?lp2=%-x$%F_3@PFYtjO=Jme$TSjf|J(h$yV{% zM6%nI7@ruC0viBXg*K(RETxiay0yQaE0D4qewUWJ@#YwfRQ$S6XA@2FS*e#jtfe6@ zwq0xtZEdn`jk$cPjVFx}QK~kSY1S93^z~~7zj6T^$;e36yG^O11{M%Vmi|5t()DOj zmW_eLPK zw%)cRj3QKY0b!eL(r0zs!anE<3~gG=tm-{q+BON=SzB9tTT1h7T8@A%Vb85%#$|b% zd1fPx-<=yafpkpsl(+$ zdhMH4os3~Ul!z^-BW;;7#c)@3BJ>@i_k~{x^WxdsVq1H+WIOmkTKu5j<`^}t5`7g@ z@qRS6aw~0~hjj*sJz|7^AV*u^Mw*}9`=_J36g`76hf;B$8f6d%4Ac5GUyJVGe0K0% z^vedAWl`vxdziXf=ss4P{a3|V=&S44`@b9)2alq@uM9TQwzKN}2y=j!8_D`cFl-Sv zR49(pZqvkcZ%-`>cxNAM9zZH0FnYFfn+ zc`Au_EO>x}YFM@G3+p#Pu!#lL{8}xT;OiAD=$eFSo1q^b_Z-WAjju^-E|eKlMH~m% z4!XtSK(M=I5%n*xxJ*QBK#y&jjwdwmB5vNg7r}(}?(L=Xk z%1M9ptlXOB@;6&>8sFrY)vF8`e5x zRX5B*ICyw6`)1om$KR3;Y9{$RfxkSfQ4ZQ^RqtUgf|7&P*2_#Nn&BmyFRw0NUUibX zET?K4wrHKO4{tlo=4!FHIgRY0;YrB7!mpMf@4-%h&H41fhk}&#A4|RKCrg z$f{QfO+TKr*~l+9j$zXxDI=csUlOjyC@<2g!}Bo1%F2&jcuo(NFQm{f>6VA}t)cbu zt=+VYlYR^>Sunt~uXZsZ1z~iq`O-~~=;siHFCEISJ)*8)_^dg5K|P!-2_f_%7&l(< zm-pzSJqRt3T@J0iu8^#4Xr|BIrguPw+Q4RvU-8d-Izm;uwzisFatV)s2lB9LEBdxO97f>LtCkd_m z)QeYN+gZZvEMi!=mmcq2U6erHh(_AYAsQ8b-!)N220L9NcwYjbZkD|5QQ2*(+wZ;0 z?_h52F;#?D$nX1y@1};Mf!dZUU;1tB#Wo7}WY)K)5axfbrv;uyshn?lAa8q(V+oFb zjr&MH{Mx=BU@vBYjOKm1`q)+)GJX(luKwb%UiBerc9%&v!T{W$#TupkNmp}#?U3c8ivbfH5ni#XBDK4H%?E_y!- zvp=PQJlXg)LA4I5Yd=V|TOaq{J>8sP7&y%(GNs8lOBz4Jct43=Ux*jj-}XM8OF!sd zKRpphJf?T3Szr2DeX5Fl-bj3*IaR6g^^EiVoMlrV*~~A za;xp~`212P@bbqwl#{`HJ>!0Y{ncs3`bWdj@5>`UgDX-LEDo#TWzXX;nHMCP*Qg&Z zhYa#p%z#$Y z-siFyC%FV4(u>CNA|Gb#H}IJnR1`10NsGtqDATV$%HOZe2nUN$p7*Dz4_*+4@_Fc6N%8X6Us}z|1+QU z3qtwb(fUJ+VTTCQb5rI^&yUu=4TB)XUFytNAE_G<<7KE`Oa{u^F7?a9`B2D5)s+6( zwJpgLOXQmvSoKcp(QlH=$Msz#g@fHl%yGOwV^wXIZBM@EyB8fV%YxSi$f)k^a1cgN z%EJDl=$}B5*|-G$|6{F?IDE?V;5^z7m<-R_3Y`ro)1=~&Pl=w{C5NZ^AD}4x*;5X! z(`rsAT~>;_A0w;H5la0Zpx77TH5j9ZSYnW;zXq3MiPJyG!wusaV7g zYu-o255~ZVX$aXPUR+tcG98SjLJ3%|=?PCNG&+i%X=dI7#EM6L(O-61kEb7bl;SO8 zX6)uz^A*rv`A<(-R3voS4k~E=fjJ8oa;1tV+unuAa((s5N=KPUzO3a}6L2vviFAQn zck47-C-YxV8MH8aT0j8E;52UY%lz@I?YaK$_4@Q%6L}tznK-a4^(gVw;O0E)$!Sqh z5SqZ{vTIlmKD>M@uvwICsg6Ph`il7WQWW*4$8Z@mcpe$r0{&1R0mN46Zs*A{f};e! zjsGcH?L1kR*s)&N1@9M`Z4*WUAp5mcRh6=e2oO;e5geQj4223gy6#$rzLtDS@F63v zN2t&Llv$Q_gq^L5sydmOje74U>*(xN+?rv3IN2Mfq7?JWFlyQ3qk6_4!f8MDd zP$Kyc1m-}-a%wrx&2hd%ewVKm_2Q!zj(J_Z(=sEHymB*j5{b^3y)~tbtlrv3`ZObD$dFvCNdQ}#h7j1)jWZ2 z*-6qTml_Y^n`s#ZAEVB^+kvQgKD&ijkNRCh&Xk-~YC%DWkXAHa*ENGtJ+#o0Dxp*Qo<(vJIH+ zJFDAt>=sd>W0-6pGzsSu;uwFPl!^bs=cO*vb9Edg+52%cs7e2MB8+mz?mSK6W#-^R z^}FjbmXYc0C))&P|F>=y5H!vf=bWE%yzwW}G`Gyh+I7vIdpmLudG~VLlrB%V@pw`= z$Jj3&h)GEdy5Kw9rq*0{zYJgHI}>42KUpdWdKPQGTq$IEG(4NG+)W!yWG(8qN`+uZM3uKEqTS|;{az)c%=I<^0ktM@aI}#z*!Xe)}a*US6Y>r ztt%}=vWG!{f=cWhx*3irY0nPW<&RX#J;`w)iF-sRi&$CYd6}o-Fx%=d5@n)xQam)R z{b}+-Lab~xxH8Cjrq~wBeUWF@@OK9>X7ye(eBhH@;9vx{-fRBk<9_4%hj47tG-YO^ zPyzDC6s1?=Yyqe8LY_lJSX9}KDR;=yh`qYA-AAoC5%<=(WkxL!r#5+S-hV=K7@cyi zSetDGYErM84e^>VOt>RxQl&dG`z>sJD>PpsxJEe(LmwW2tz{@&A^nD!{%_S)TFDitGWW- z;LqPO!l6rzA{|aYcr2N7SZOi$3=S%BEV~yaY0SC1sg!$LI|#=-^*Y=>*RESyDLx(D zj%^L0!_X1r4Ep_Z45?z8mo&Oq&)a}SD3mJ-NJSglrs=`W-Drf*=H|K#+w8g_&1$|(+5C+)`A3ZoneqmED%_r2Cz{&`(FMcD*z3bt+|}%=St-)OSU`3 zwHnX(Nv}l^cA7qY&RKUwvG1PA%NEx_c-*D4FyX+9lQ@p-2NvtxJNybUQxkcI9qXJ6 zqAo(=RxPOBCO$lHyyklfp$b9-lS_1b1r4{z8soQk;bpw{3iWUB$F5F|k3_ z%o{#?0m7T5LL|OgQd`|0jx$}MQunzaIuC9I<=BV^i#;j&inNeYAtAUsRi=w08%(JZ#%t@=Uc7 z<>*jX`Bd{0TYkd^Z>((~TL(GGStr2#(F{P6Po(YuW zz2Lgf-hn>Sf$ku9kVcce&z;bcj>D3=VqVSI;wQjwr%2BSr<~|J>MXxrKq9@J+y?9} zBsLE}&>fPSXn}}+yQxB0vpH{bUJ|9easoNBOKY}>x;jHQcBFTZSB}sd7(6&1yoo9{ zHsOn;ISTaXHt^zjdT%oR9&%kncO!G(xx)}kn%$q|k*wdltG%0ZnVH9d@%+vILD-FB zaCR&g!$|M&e3RC8qW0)<#1!MS7%O=nk?e`S_L26Yb@lBQRQMbO!T57Uap|t}$9T?@ zKuT6>&YFvaTS@Xq(wgKu6h=gjQ{|u3SqiUbSDRla<LDy&ri-l zPfuCqtCdwHXP1eiJ8YS$>%8ox6kMP4-|r(OPY|6w6bU=z$m1tm5MhW1etav;0>sSm zU}kKqz)ngLuA400R#YssZ6VNNg4t!`KA`oUpml+wtJMe#r8n|70#Hp$04EPY8((05 zu+wOVwX9XRMoAEp63J}SZ?~14)U5V$rk!FHmR7dAx|aI@S8#|{HLlIV^uXZS@!6}%bs@8SGj0&0?^=ZroQx&4%)1xcewpsd1gj@=~bH|wG`C0o5*`~oZ$#$y9^)rE} zT@VID(L|FIsqKB0gY0O4_A-~Hb~rVRpPgrl+1M#XWbz8kQA0n7}Bh$VeaR3 z6+dpVo=1e96M_LU&!}Zy@TgZ|mbi`-$hg#7@$fuxUr^T{K8#p)Zq!jA)r|no=^#B# zcUoRpHoH*aZJZi?<1{LP@oopqagQY2;NGN6iDzE|wg6=iyPGS2s07`j6%wXON(op^;^h|dg)3Nejf^ zRv3{pD;{OjlQ<^`&xe%z(4HAH+Zt;ZlU`Kg*zQdj+Z~PFL`wFr-qXY5MeN;}rP(YC zEYD*%%ncNyOqUIlp15W0%99VYQaCu3EAXs6e^qdC8w@hTw?-K0;H$k>t15{e-0>Vc ztfS{o>3_8yU9S_I31%Y$%5^3O++xP=<}og*iS;!PqnCV6x0b(zO{%U=oDwSbSx*2@ zaX@-X*{^NOD$p^Iib!L_&$o(mV#;lpQ|u*^nI*Chx9Pc~O7rXk)1C7EB9kvPqf?Yh zWc8eaEKVpVt&7){KBxj$pYOC&##ETMH3`IwC$gS(&nsj=E$$3T~J>I_r#(`W$J!swM{r zuXp^KSxOO$l$yT_#XJ`k%f}NmJK{GFcC28XK4!@(hnhUcP)_{gPF-JR{;8MyjSt22 ztwJ?lUA`nhHfuo{3;3Ig$N)-Rg;n8aezY;wd=s3OcL3FwwgtZHshVtQDz7hw^s`b{ z%IRc_KgNnaz{LC5rbv8#;-=Cr#-eNb%WH}2Pk2B1c&V$={G{Q9=JTaDL_*DiS0)Ogd@Esu6im-GfMai5iDLCuHdt5K9UyYdUWl$YndVX!f4 z7X-|7k;lfy&lL4l8-+I&w#ofn)2RrU{BpDOQ@^={V|f!(S_)}J^?2D^O}W5s<$E|5 zHG^&~Rhdn_cCCj_>ljk(n)V&>V2UXLPIx*7vdFP8jt{_;}q z>XN$J$I{r!a=88&gFz>h!KVCL+}gJk2L0>+y$SyHjr8^IyVa(jdVZ-o%#Yf(eT%ef z`hid5^>%t!<;th#YZs-fQ~LA3bX|gS&HOoyhX8^{_2nn|$$fJOTENE3nc>IJ^$&A} zGp|`d#x(e^sk1$_JL`Ff0>jJr4e0mbJ1Bq12qQ3jBLs=f=dn$|o+0x6Gzzk@{HP%> zzzB_T=$_v=J$X}qbnTb==O;B|qy%I9UmMTjx)>fVvpRvv}wi-KW?8bH)voRVrw(Z8YZQHhO zqm9`->2-bYnYm}4`FZ|_V;yU+wO{-F*#jo*OUZOzE$kPu`Y{gf(!d_@-y1Op?Mbj7 z%n=!X7CYclJ&4{nQf2S|?+OtEzyL1%-xT7ApS3i_(2Z;g^2${A;N%v$i@E# z5kJTw%wLEI2KZQ5h5!Tqpo;&c5Rv}RSmHlx$?#AB>HjU32n7lFzgR@h|5(Jo5RvBJ zspS8vBO<~9F#c{P|BpZ-6gV6d#J~O!0bq#$29E#%^WhH>pguB*VE<$iKYD~8YsnBG zFc1g={zD#qOeKR5z!3o-@j{sYG!j1oiID#U65;;AhXASn_`{Dt;zutL0phPh1mi`4 zf=BrfiGK%^>Hn8NBJ|(EWB|^88i}wlXb4bf9}CGa2P@qV@TQNuR;VPA%yzZA0qwh4?jT?eh|dJX+$^- zVq^qjG`RmLL?9|D;0q}%E-4~1DJJY+e25050Al{dhsa2O(}>`7lu%@puta|e;)gs$ zz@`3>hadhBVE)laq(MRZS0U06!O#Mf=l~-0Q1tX50tP@J102O)f{2R62*Lh=51HX; zm=TFS>WHiWM^-=>D>C6f1W}s}mWd5W$%cjTp%6LoQMmxp+<e6k=)>qResL{lA$+83f4j9!n=@`uT+r z>u)VS5D1N7rPeup9&aR)?dp1r>>+EdKIO}{2R+Fw7Kk{dxtkEt1qy%0Fz1hrf6Ism z4ffQU4He*&b*8H^`%g66+sM`XaEJ_yA;Ta=k$nE$*~cYdXw1!aeK029l}MN-esMOh zQnfJA(Wb>O*=YC<^O@(z?a?qjPnHfLoBhMpRKmw)!*kc|+xE~BV%q)wuT3bbY^6Uc zFxqAlIZdBD3(6^{{GW+Qv;3bJIdcNA4U(gIfnvm;Xz|3Dw)`T=hraz#1QzdxNk0Y3 zd1uvNP0~JZ1WyDbXu9kL@cx0=iRR`z-eYfhh26nL^h@3kk*GDrGoP!WI*4aAHY7K9 z@x>(I-q~MLQn->AZE0c_l`Mq%6qSk#&t;V6gFcdz#%aKko3+v+ zc90!l7Y~dGfo3su)Vdtr%ZrNQGVzzXA5Q<`a9u*ppFF5>#BOp;T*Q@+3s>~hQ!|Me zDzX97IH!8>{TWO+(I|x~sW%17sId6d^?OXhs=suGkI$faNuHNoIg3Qps(F#)bKgm= zvudkFs7Lv4qq173vx~UK&M;%I{Xd~b4Q81qbj4Gtd7`x=-*ZY?x`5&39k%OfHeA2% z$B-DtYI%yf`ngxhm{$vnZ5tKrUbdQ$uP_gCS!rP5D}R%jmlP4s@-TL|c0Po5X1xlY zc3$n~e($_a!-8t5Sc8;@8Uc4-!T*WJBpJXDUjekCzh z-Wtp8ZyhYXSK+2E`~I-vhDBR?IiM_DdNsn<*Y3JsGQ{e7#C)a8HIa>^-F_0nGV*J$ zjH61~bS;Q>HKAFKo$aKN(z``Dt`6R#i?Hm%scIbS;`K>%Waily`vEL+rvv<=X4izp z;%QXHbBq1=PTg2hwY6quHhyp?I3hVNh0t^iCK~nAN~F;@T2+l@cK??<8;|dOYNKwZ z-H5GZ=9CJb!cY(R!a)pQL+4^gX|M%1GY0%v&Qg9eQwgZL{t8k7M|OS2OcOPZHpFPv z9(fNL6dDCPM9NqjVru;zzDEpUeQ!a0YAYcco9`cRsDbJrMM?ZBS>v%jlf~N0-sgBh zt3p|ti_6yA#BQL7h2w9CPst`um=Nuyyu0zo1iPB0&^FSiJ_J@V2Z`f(LMp&r?!Ivd z9f5cICsZ~V86}P+IIJGPOmG)xkDZ?KltIB4NFG7sG_WRO6%~e#u@TgaCP~->SrtJ} zXG%S$IeVShSYJR!?<$!nv6qx(k=vb3Reuw5olL}<|FXTq`jtj1s#r$*Qbq$!ZSiYj zLVvzQd8o8hCYe=tJ5je;al2va+{X$yS<sEn!)EOl03c^E@OpoE$qiSrOcLO6l__DRC0xSd4)q@z%lqs8mINB(`Ia zML}Qj$V@)*oxvB!k*Q+axiri9{nh@JF1s*vPqK!7Os5{1(?IG#vvexyF7UZzYrD{U zWSzxAm$^J0gBXPhjJwSP1!Y8qf;Ie8ga;fz#ISO5nSuf3(8EBXSGd?jxuAT?J$8`O zc{EhPk=RvAiiSyCBq4op{d4lyy57=w*e~(VR6(QMB5q*{M729eX(!+ty-RA^*(KI)fLZDp3Rjjw-&vAsSe6UX4(q+6B54+i zUijo{E<=Lm^?zK1SQ0O)hvGw6b(0l>EQ;59$ZlKs94lUTakNRl?$=G$6`L|H%?vY) zxlc?0>0h%~O&UKtDNCR8@-wf4&)#z|dtx#nxv%~@oZ#T5-)Bf4*}9QaZN4Bd|6$Ii z zGi}7q{xw@z>fCJ}X~!ZhMV_biLUaHn@K83KyD;;Qnuz1;_w;nl6#tG)9yP0EfhwPn##-1}x-j7jp;2b>r;)|GsGslp7ajSb?(t`k-< z5l#6|IyVuP9#J&%Mr#KQa9;zT%$TFEySF*8Rye_wq$sWb3 zY|kX61vfCYDmxySZ3D;J#$6H{!s)G*3+@J)P7_yMaXo*^*n8}-yerW_nR{MeplbB+ z1g>)9NZ6?cw;XIa3|L9>SfuwY)dK&xXu6+%6HIE~VM}kwf5$)UAbP$v(%nE+ zf;^F%;#wIkXYn)1P<__3mjh$9ulj~dBKPN6dKl#_Q@(xuGv(d}VZD~nH7OBRGznjyIupN1?0a4CL-C*%KKu+CM7ITUJ;=f(|) zYh~KXj4}B{c+RV`+nY+tNyB3+Hv3_ESmQ0a#pF$o7df(IDb}YRmuCEXod|j!0Y%hkKv;0 zGkV15&8NW2y5+v8;owiOlRs<$FTu0-PbVv*PI_KGOB@c)U!9x0UYrH`?!6k=y_qQ8 zPKa$45`6^qO?P0vrv_O%P20*3_)?Jjq9^l7FX;rr_y`nv%nW?XFm~C*^n0ZQJ!YE` zHvCXMM64>(TWQjaFG86<^1~>0-Dof}Q#DdhaWDxsr`Yz7>=$t-_osz4oInmlQ2qL@ z$|QfIx_^kgSrj0FVgU=|-Fjeq=d7nujQnLdki^A<)$H4%m@bv5n@Mw^*{~_Mnx>F? zkj1`RM-rl(u(zs<6E8)uy+p7Tnt$lM_i%o2=r5azBox1Q&X9m(uk<}N_TrGO?vP+* zg2acA80^qA4oYMd#~iXi_h#$J=Fp4~j5jq`*AO^HWLW)dU&>_bRTwF{c;|@QTNXW*o}Jneg?2QFSEAXeM%B zFM5lU=*|b)jfFO`fCHo!*i>T~9GZ-#9MOo8=t}0}6dKuEoU)}KLi1pvlnd+Et%@X( z?5paBF%p{Z8k_bIkhPNF_rz_!5KXEPTL*^)?wVTC;@cSl<~S1U50}{SlqTM9fa{v( zkxZ*X9S1|4HvXi)1n}>b%<#(zVH&bg5H}2Z4-JN7N?dY{U0q4}eXK3m9i<>{G}@AW zgoEwajJQcf^t2pRs~)a)=aJ5y)qRrgLye_Pos3-UXRDq$37c&_6aUbRLqB4(%OwO? znhgxY32Q;@h71wUPkq+Vo!txRbj=Y*Psc5c^(97p7E7_}_Wg~MMn*i#`PCey*3=V+NQvY^cAA*em1MXi)GDNRsZE%#q3 z)od==GMX^(0mOGMdsQQYD@P+HR??D9QiBnTwc)_ZpU{Mr?S`UFb22EYn(}i|ap? zQvF_rA$__ZZ}oNo0RLYv`L32CZW$r3eO<6#KdsTGXO7n zcvM8_yCu{qn4n&n3tn~dbF(;)jT29e!I`OTcpWrTbGlYDjC&J-L`l+P?hlvN3~8j1 z?~eTX2rjm5QGcI3nWoZ4S0l7Ijx`GX%&HJ*pTcnEd2Vx0YnA+2ltRm3T-M&r)0U0r zV}oGuW36a*OdXoGESkGr<=w3V#<8E3P8ISMFS;hBoB$SsfvFiGaum+*BX7G08Lyhhsnl?(!Hkr20 zCfrt@0CR1rp48Qjtg_Cf*3`z;&id3kqH&Th(&%N+^@Q!cb7wWtnBBF%YnjLEj@QsA zA{xMpRfWsSt`Y%U~LV!USb(`IeD0afWo#rtbJh-X-*z0bZKvMsGC3V-M)FeS{g!~3lBN^69;y|MR2FfO9q zu<*Qr%_^5C`0+*KMD6~vR(s@&x>yS%%UG3{gz4n;9M5lH8SmOCmUV3|P zL}O`iv;KN_3)fF3kMVVjp1SYDG{|5M+Cz`V9gA}3)hP}Q`1sk93-UZ;Pjb|a{n-dWVCTh91J%%p(T#C#V;h@3LgswCN%k_xEa zN*}H%9&HWlB7X0f-8gB$EuEp*m^m9BC0UzBw3^cwnIiXvd3>FNpl=fL?6h1OB5Uw{UcwNB@cFfGmv_O; zDsL9Jh&M4_x?Z2|v1qT;bArDJi3vUc?08vUQmL3@GHwInPaA~Ivso=eYA%hw&Rb6m z;*T!H&|{g?uJC|r$t_n_EGAPn@?avC5lqW=@Rsbptde?8v$`!LTrB^>pD(Y#DcFD@ z{Mi=Xu@?C;n5e$yJ-TvuKeS-BSPxp~pkLQr&?6jO_5qEVgs)e;4Ul)NFTr<5q({!m z4#Q5PSikEmc2c zuf@wQdbKsY$To;X+PHXbA<=C^WUhN#ZAovpZ+EOB5U$K$)LB;KN+It|aPDB2HWo&1 zKG@EeR!rb~)vAKN+0abqX)Tjm?`DSXDqNKG9(<>-T)CB9Sq7T2O>TesiXWASr~ zu5<6Z+a4C*@{sKQXGla3i!E5bwVv{Q$kvt0?Fl}_eHq{?D#L+X={maLx?;zUw(kC| zK%ei%W;x#W^Or+i6gV+H6zt8>@0|yhe3;(_4lE+~zseptMkPRb9TFw=py_cs=#Pb9 zzIYIx>i8Z@qtB=jP6}A9ua2DtGo0W8j@vJeqpi=DL(f_nj>~BdJH5_8e-3cv&Id9% zY`j*Oy-wS8QHlh*$2Mc~E@!vT6Jl|+7BWw|3C~wN9XI4K`K3-*qDGE8kLjM*_TS(Cbw;}(aLScEL$IPoNhHLq* z0DhbF61`J9hBG{rF_lj-YVW`Sy8VVfcVtt)<8;^Sw2|jp z&%Ux*ohjD6Nkobau{ntUe4DdH^0^9*<dZCqFUCb__wa~ ztt%++mtgOUMe>K^sMEg5U&)|X0VdEE;(o!m`_U{u(W{pP-KUu>G!kAc)$wQh_pM(` zSwSgT7fe?tXF4zWmTz0pn0fp!Q?}a+(XYFie{?wC4EUkKum0GJUR-y*iXtJ`F#@^` zse-|XbM@%I?w_R*1xR^W61(K?ibmkDWRhgh?1{$^i$;-Y{M}5ZR;e^vnLUtBW-^}4 z*HAiOb2|I=hGRYo3#|o@*Vr0RvJwmxYGhZxGJm2}tXLpdpt*3WQf?eEGq*yYm!EIX z2#rBGU)-N6Q&(xcws@h{{NrF0Y6xRCFS<{;nOf`fxRA5r!X&x&@-O}VP>i*Rc(g1v zNXVfHlEi^Qd0C@@ur{?sv$Q;O9)=HvcxygiQXo|N(hLO`nMVTsh01m3JwZU<98q;+ z?cpPnh*f5OQCb8OG%N`7BLveNnxD}X;cq6<@qG5;;O*1h)e(QwZzsggQOmm3>0c2o)BWM0?SF6`ehI>A8GyQLpmD0% zt>A@(k-PqITX4LRp#Km-m2NL?j$s{RD+~)Ue*jutF)t z7PSL-kg3+pe6349&(`0_@!ITuC*a&fiy4v$fU_^A3a4TDCzDv8Tj8*82L~i|4ErgE z*>L-nl~VgCd6s!7@c(gM9&pfWqskzrKfXA?&!E$b?+Xng*H1A}FQA;_AK z&E$&-3~@)F?OJq?2~shEG4gwD$D0L?8XJ|n+f0yPq+-1%0y`%Ix;wJ7<^gKE>L@h~ zr;9;Y#q2zc_W`J?mt!LAt}{#+({}Z$kt?3ID+a1Llv5 z6t2Pj(@|{pMuOyIsUx-o*G1eVY<8NHTV6m4D=d{hOvZctY*C#xZgMO=#F!BYH~YXs z-jJ56MZJF1bF*F!v+!E|9%4(zmptP;WTsA&WbMQe2Mz1)hlP30K&(OFk%Bma#}CIq z3eAsK|Mc@$iN!{**O~!lsRiYD6p^*gkt6@D4LtpB)dAHUF$Ru3}_R zQ1)8ML8*T>?Q3blg{|~_6gjC351!*OgdGhg=8JbZo}1U!uHizL**&h~uz#Lwa}IU9 z=;LoVYul>T_PDhne-Cx0z2T!TpG(^6_bS0sKU(O?^7e*lFnU>{>=~tI<^1#xG$Xup ztg&PsVI6GAJ`oZ;ihgE9HVTkXDnc}o7C_QF=+gG;7wV?BhZQ(`2b5~uxZ zTvZ5L)l`1=QFH=*n1{|`#Lph}E70>1Z*S%t&3hGX&tJ> z3xwHG;=^oU3{~DI(T}LfT)&_KQHAHGwz`OYuDtT}EQ14^c^qs~{~g2`Ki|OsE6!_j z626m~cbY1~MSZ9k^CYbQi5RBv@Ziv12G598xL^>Qb4Gx!e+z-Yb!2Mi(z|4Ct%z4i zEJpup{Hh|Vhr(i`d_j3^4!$w1+Ae?MHnO7!!u%lSiIjFBS%{PH2pxZOH~Z=5q`r9x zw2PyjJ_5ynFj5ni9O#h;72|+OhlAB9jsC`Wg|O5$BlHcTolJEnI~#e2G{%+_DJKFX z_8@fABmtaZ`$p7=K!l^qQAz<6Rg%n!cta^F;X!0<0atF;JwAK$akJ-|M8%#SRuKFU zT45MPdS1Ss+x@g6qMV_)I^$yKtk=*@i1_jAJH4+o(GXMlxN<4^ zt(bI9Si;Bq#WMc$Bc&?Wj+)GwRQbRXEo;T1`mZ(lX?=L@l~U9EtBNH*bPTwkMC4O| z@ll{PX_CBAwOThcnh=riy3Q0|`xC3*QH6ENzaWG!#fz~ADO>r0jAtiJsp5Q719#v! zMpY3qB5)Ej@(o8^*=A#Z8L( zkxaC@gh$CgK$(In9_vb&(scl#cfwkOZ#P;bdiK?7aI|p{9}$h#smjr`+96a^;}*rn zT49%@5GbHYg=}MtVCQIH4-eam7tVzI+%a;U-TwO^PNTgOZsLoQF`v!Eh-Hgyh(BJJ zK;QTjCPQ5cOPW~&XqEn2XD8AZc=8h?snKMir)vG09np~6s55emAMb+vj!$zQ#{JU& z3(5%Y8pgnA!*Y< zfXu8~Y*k?1q*CQ%$5xmx?`htoc(0rk-)Jq|zUgd#<(LhY7B;6pif07rFfX+cp3l$Y zchpaYu}{d6y=4wgpkTFWP5g4g3-uVcscv2TwsFR?mmxy^`FRBJ$)!g;hGa7`%oFlU)}~!ZUMeZwl#o;RT{cJMMe$ug_x44RrKw672wT>Dvdi#t zI#(yn2XDGO9~fSI`)=iaZrORQ%JHR2(i(dKf}bbc`%S#hE2p{r;&Su>^KxSDDZw2# z4doB#T_B6AEoZ|MD)!!u>F3L7cmBu=WbYGKeUFB^t5<8N)@P+THyj@KSI4HOqBtAx zd7_Tn+Y}KdcD<(p=Zac6j+1cS}qs!ai30 zT6fD!g`Rml!9SdW=d=;;d4f%~Jy6O`uKsMT!ky21 zg6VnfFw~t?bzlK_Z3L{nnm0XXXMSBQypf~=9(lEt0YacOXiS-2rez44{m)n)b+!;4 zmwQ5>xZcy@o_G9!o_6BE`D+1!bs;t&1^aq52b~~SJTq&1pSWfnG)f;=Z?6f2$lx)} zy?ZSlTyKCd5LraT@`T2L6a|(i->t0$yT1h{Uc`7r80AMFjS(03ya+v=ki1A}N*Rjq z`4=7;(b#T&h_cvSivdk(L3LI*4H>lRGS&g)gp;uW^?E+dR}ScLAsqCuut zzIq5TW602)zGjw@PEN~i{*R*HbQ`7vYpDGI@y;OhFEK_|YAcUcwcCE3c63hG6z5!i z?Qv22fS8B2_E_mY<#9{}IfB9*F8}Rk7!-yAfKIgGiM*5yDd0IAT(lUg{Ih^Idm-HeKjsAu02HFr?Qe*}4F&q>{H!y29 z+K<+mneP|J+ZRyZ9acATzl^Ea9u+hzRRS@Bekv7D78w@Net{}!GBRwcI2NY_ZQy~E zqAXR;3p7R^O*WLwUBk*>?=MG}mT8m7A{L&%iPVCX0pUx7@nVZKOMAk%j>;sJd5pm- z$xx7vm)A&d6%XOBjr$Sz*MUp*1h6WP2#m3oh(`=&;}2;;bQMDuO>>D!0A&);8Pq)Q=9X@|o5NXxMf992WsF&UBmEEBmUnLfK zu19=Po@`DX151$4x|Io=mwO}|K1t7l5tZ3==l#83RzxRp(K0<0Fg-OsUc*gXY&lYY zA|H$ohO(g0?m*GFF2Bm9Fho{|N#6n*C`P=SKF?8v(U-A4mAi6idi9u6G#FcFB|>hP zJZ+z898)xSMv^L5AjhcL6qHtE`pO&o^`yQI`&#kW_~dFlCGj0`9)1>91vNau*LNED zIfr=#)Q#EW04XTm>{zlcMh}RUeWZDra<&Co-fQ`ZGo_U<#Rx?bq3nP<8aYV%uO@yu zWN=++0i-uFqn{k-XH%63LCR7JGpJx+k7ku=0*M(He8wDRXU1kP(6b~Gl-aHF5h~_k zcD{O!fA+H+)846rr>lkyi>jGzy_unlBp24^%Sg zG1^7f>OX?)1HP9K)8Pxn`-k63dOg##+l4+CyyqiyQK>k?oxwzEyT2GhE6|o+|H>?Q`oYvUml{ zg@J_532S=eA_JT|MoKR?V^F^?rv*mAMyZ0?=)aBlx-VA zb-U12?c5mbIb*Y%O&2<9BB@+&-+0E0UJuAF1Mk&?s4Eu-)V~d!z9ipy-1z2yp^jdO z@iZ{~ao*ac-@?4tyR6uW(bs2g-g+L;?+noU}QE)0PH0Lgy|!w)uy1oq(x|8@>P`Ii@hgF``p{TD2R{#!WwpZm+ezx&G&;4qN?77meN z0eY}tuzz_W4A@^%_%XQrv9=5a4i7+r2Z#Aj&k)QG0UYihQV8`ADg0Po#smUB0l`2( zNEjeA85K)Amv%*fDxSC|1-cyLJgfR8jOJOM1) zzq8APFqj_!LqcR&LNpjcOsG#_WS@YDpAZp<0E|QcK_Y-35fnZV90m~r3K0mA2pNF{ zoSXz1NP-4O3WrGwLMFwAA%i9)L%<*dp_Ac4lLG?C;qb@_p(p@C6cAJt$jB6!@RR@x zDgYZ5K!pm9fC`93g@#BCO-_xBP6G&{0cWHI2+_fj(g6wRK)C;oFEd~veFlg#f^#xL ze`bQCW&)Bh1Js!TKFokf7Jvl{9y04k>Ja&FOx1 zPGai$)y6DoLR(IaW=J<(g7Mq@MpSGAA=Yr#fe)D{KS=iUe!rm69d{|x>ve;Ac*Dbi zH}*|>h&ny|K2S_=2xPe~GrYx}b@pb}ooKxqs*e%2aH7RUJTys{bZ+c;xiyh#CVl6Q z#9{rtmk^m2qvIZUb~K$crlFh4y?&ahRzUdL;%+k6;feK5)6eB>t9CS3Rin1X%in(D zHNcTY@Z)A`=H~3P^k}QMUtkGVmdhdNA%*)7HtecT#>5ekDV!Z?mg}GDq0Ao}%Gfbchk4J+DK-Fx)bFu}q=yKL(RNHmwknviO;?{_BGI7?_LH+?n_i zRCAihQ`wf$u60sy_~(07rS;;NS!)@t}SiaT-){tYa#Y-OLYMc%|Uh zX9eZwqZXp0ME=-zLyaV$zUfbKdcQIF^v-`Y7bAPtGo01p|IXLKN^^`_WL~3lVoS10 zvMoq$WsGhCkF=g4l8&fDk`aDmjkEtuAn?g;?Op#NnA1@9VcQYmMt=lHyu2pnkztvt zc_{3~#?D0TQbkkctDKcfPs_7jROZxh**uM{_QM8e3Ii8ac~WLAZ&+G8TkZZK&)t~w zsO8h83eL?ZXY-qTUDt0#Qn1USa^LSx$u<9Pbf$x+%Cwr#@=$9v{Kw3U-MKtjq_s`9|3)o7+=0?<&dJC z_F{BAf`lFC4Pj=_gDDDjE}h@Tw&e?||vRtzi{ z(Dm(ECHhitk4&I&2v^GsXtIoD12NjLZ{D+=8=nTO0w3JIxGC2cyUoqkNJ#3#2^+l-vcs>}mkSN%!m?{6V z7_2*N898$wu((`Pfm^{(b+tR83f+&+P;yMO*DkTq$QT?N8IU9(8@nu>UKvK-q^zqD zH*6%R{l|qfprhuS{k#Fh`yi_7B5G3A{D;5lMzPSfPh34OknH4?JRd;}ed^O z9kkr^yF=N~jCOxL1hy^LnII_E`R@KA|f$o53% zvFT2@bJ5!D6*?X?qLAmGf2M-(^i&5wqz7dq5Xj(Vw`373m_x3QQ6FP+^$6H${Knhfv(3VT#j#%_0 zX$!F@B_~3r<1Cz|R!CXIhuY033hr*;jAzA zIbk%uLDF(sKXw=e^a*Ji|EcOw_Ul{4z2C+$Rwo^jr4Td4>scdYtt9Q#c2qbMb3KGg zea<@+?aziLc2FM_rx@4VXx+XkT*~B19AzrRhp;kEX9QbgnBg6-vZHPw-f9 zLa2xj;@0E|Ud_?{f;x7^oC>fPlQ88EUzX+>7|o_2QWT%i1U{%FvfS5e5;GyK&z6>k ztKKP;`jTKO-Y3T=vTzu8{5*(lN*C7_b8z)U+tNR3wQgaHCF1?bfQDDvWmIV|`*!{% z0ee2D64HlD)CwD|bv3ut%ASAxi!D~#s54RNlgyc*wlmto;XPILL$Rnn3(qFCWRttT zFnywK^U|-uCJ!W#B^G=;MRegWHLmzh{XUH)m`{{vsps47;vSK9&5a77S}WRG&$|#d zXRaWa>!0y{tpe{lj~F>;Rv}5+VY?LedsNTYk=gD;@TQ6$89*RC$JAoc6jI=sT}mpr^-5+y2}!GUd+uW1oG`^8jDC+i%p^e2fC$3UazEw-%3n)}Z?|RB`osV}TmA z6a04K(DCKnqcU?hk;nUG7R}6RBpnot*HuGRF`3n%?GX%#{}#pcIg@_UqD}ts+U@~) zHQ4)P>AQ`Z_3M)Nd!SQFFp5Z`5o9yk*^*JPiOD6FabvKRxf7#dlBXYrFW-(u4u{L2 zDbU5)lUE$26UGmx00<-DUaRUhpJ4l8!w84{=&@aoMC{$5VTZ*L=>`n*7k#uTA&-Ln z>!9KGpm~0w`ge+2aP%1-47sDA=t_j3KR{WQJDac^^Yj*2;fV*J|L|5zMz2iN3N+F5 z{uQ`j>fiC;Zk+7DQ4|PArDo#nrZ>!jIN*T{7W^Y5@RZWA!Z>(;E^z-yEJWff(vY)v zGP=||tjpI1$5$1Jl|_|hjv%q+5Jh5GAuJb1DnndO{q|{V4=Nwz;!qQ8SA;?TFDmfk z`!=*#Ml_s0#m(qB$RRDpHcn`F3Ef01h6QJ{gH^QKkAgcDU3ng3T}(oQd9{c zv4M`YW>NJaQEA0dw@&gEW_&`o;o3tX&k`7()m}4dQLOnk930X2#rkckF*0ny`>L$) z15k~@!TMA|D1t$#E0H$>KT7iz1YN!kFb35Bi0*#;se|Gu!x?fR5eYPp&24lq1^Y?& z{)CZz6iH*wg##CuYv#pO5;w)^hcFWUec0;DQLr#vY;|EIl)b~(l|Uqou=Mz7*^~I# zp{P7Z7-a>>ZpR44WEb$3SPe-7wdw#rG(IKs5EWNnXx{`=uAdFIK3mHPtQxVNC_ZbP zNk%`y`^;2qN3^N|@gs#1-<|!vMn1(fCpuFTP)^I`m?dY_JBORAinb(ZNhE)RO9U{d z1m%aQJ=rI%#A=xRv`YLma(J?XkCiCcMhwTG(dmygfIDY z^$5rcbx2&c9bZm!@YOPdCGXSFX@pDdS^1e#obK48`bOnOwwo|8629k5E^VG6`tFcA z(4Rsrp0X|JH&30p2ZvPq6z@ioF_M^>)Ql`Ml4%Tpn1xu`kW*WG1Z1xhxwi4UZktJI8p`iZbG)Wl2qK7a;q@`&&iNrr8(bO^4v;L4-*_U zjdzE$6IV(TaFYvg%Q_3JTUUY~Ld!19lWO1*n4j{apA&Ok^S#N-W2h0&h|;=(N=}-C zf{J-8hQKCMHKz1@P*Y2oxs0n__>@{J)>kWR;o~%!A{Ql!N>bAgQ*)2Di%vBvhTN)x z7`=btR?QH@ewGk9JB8D7OIvBKdVR)!e##6FOLQnIyfsgRS*voSuK21_MImGycT#QR z5`dCcW>{L;VP64-m+HAvbHttY^$<*TD1#y-v+H{?g)|9Vcq;T$KF0fKNv2zVIc}XP zL`B7Yk*qJ07&17AbXh4^?YGf7=Ce9=x0?9Sda}}b%Cpdg=SoG|1|{h_C8n}RT(2>s zYIWKgwNV!Zrs_qSf*qVjom=1@d-9jxSuT3zfuS|unhTf1qIU}#uTL}kkCTntAhpY~ zqnygzq)9g5kv5K+XyrYwq+!iHfIIZr~?`# z*IF{inzr1~?eKC{5o!wC>KR~L#RPM7q`wEev<4x3WDwAYr&CI~5~Dt1TCH`>W%&tX zZ4r1;pU-kXskg6}R=4q3{N`-Mad!;FP3k#q_c*PaIm0gLhM;&?t;d0FC)283b#I-8 zuf}u83&bv9m1H+}@3aVSuH|A%GZzj)ZtBNrmdE?(9CqDE*Z5(QTM9(Fh1OLp6#~+W zKeaKPg_rXkx6RMA9=3HKw;{^DH0t=kIG@&bHMGOkz?PWwV4eH*@}M;VdZ4wFal^a2 zrFtiEDxjOoID5KETHS0he=>UX+z9j?ne^cVHx{(@k)L;OmUSKMMd`S;iL}>)pGWhT z7j#4QplkQY@{+_!H`utBs;mcddkhp=^b&>JauU@FwWsMtPzI;9K57+>xCgtX4uZ+F z@U5dJAwwBQ6guGcGn}{D@itV4bx}^YCB_teT*G<;$u-{3IU-J-zv4sCtPhxdj514> zADOsFy}}4IkbQX=h>sXZY^S`y?MZ!Yet#Je)mCH{9KL8X^t2o(PHz}E9)@b~5-86r z!XL}#?K8BrGwbdwA8%D0?r#MSZ*DgdfHk=Tb7RZv2Fi!m$2h2DatI^Fp#l3N#y?f_V2Qp(O?u{3ajnMRsGtUB)=VO<&(}*XH2Hk0(j*fdeQRj#e+>@?U z_k^4D8NxN8HGBt*)DfMuIv7DCGWr(0i5ZF4wqNh=4WB2vZ%>C`@ev@ z`ql$yk4DCk!iSAKr;pNmm39ZWESoep7L8?fOV3e++DdF+W`I^p6*UMiB?BYr(`au! z&SwKYkpoN+n23%mdzCEH6|A0FQ)I#7HWt)9fC_&T34p;uYh^QruG-40Bi5=Sdy42MD`A`MJqP=w z*R?@2hd>ko4+A{kiOGzt+v#N-rj7D1M(OYF8_tn{p^1Td_c(9RCYu}LDgnKFbx)Hm zC_rYjYJKXsVrFA(GYxmiEqw)zc;POx`s{553V+M@yW3CMjkK370O9sye|aczNOou4c*a`?0h2Vc2BOEz!P;co};20Wt4v zT<0`V(X_SdEYU?)%pSG& z1y1NXW#@(I&qHIZ^XVI&M9huJ#(<2=I?XEvxvi@|r`7b^F?>yBJU#om(@&Ra zvR((bd}oVM+q$&BAgbb6tbdh8IRKV^t#7WNe7;P+JUo#5-NbD|`5It!v_P!E=pri>LXWZ@()FVr*m7h46;p>UXQ$^>fE8SJjQ)PE~{#NPptI zkKq>a+pm&Kgu?bYM8sRXs#~h)OA3a1g-^eJ$lR$+)yvCWZs?q8f4;d{z1^-n_XidP zTW?!)*%j&T{U_p;BoM1k}o$J9dTc5d&p8lrIZsC^we`683^WWrzHvvu~SyK4~r z8b!5NCJ%jzxHz~qGAn;S^L_^PHFGvP;$cl*Y2p2>0_kyY>*WRUEjj&dHS14W^J9zG z!j|rJ??;%g>d)ExO*s(x@sfBKd^?s)T|Gi2_j-sZJ{W~uE*;wh;#r*rZq1CRRQA)+{`@56eSzv|7@7*7@IwAsJ6rOa0<^ivu-qSOw( zR?b_lJ^t7qNq8>^-}z2)tdX3*E5&Ho&}EQlbF{h9X19Lku);>4!l7&7GGfB;d*jXh z@%J8s^&ieNRDmQPEagXE7xyP{bXx&%t=!M)bJejjY)IEipSzOgt8)b4Y3qLpg*v6c z_iOz>hmqhDI{}LtY4BA-3~6-QxX58ZN-!Tt=8QAzoYr%~OC< zOqzPuXYo(kt&+lL53xec@7KrjvK)7;%BotCRkJc0q34KsM2>f=+6i;jBS%3FKWnvq zAt%bo>C7>x8O3GL%cc%0F)n{&5>5zINocrV?RT;o=c~Adm!j&f#&Fi|NxtZty$SJj zV6j_s#G+@|SxFo?%@w`UBC!d$_~;ydIUTb1tXR@|^V6cL3x8E{(O-IwxEAz(QMwZg zqHRphS3GMg;qWDq6uWT!Gzf^bPT_OOT;F-dW6 zeB6&J$uJx>*FexP%8FA}PyZzWyE>6`gRx4kh^p}Z{M{=hlS4IhU>#slJ+iQ>;f6JU zBbEV@l*B~r{r`x&%eFQfbzR#*0s(@%yK8ZGcQ5Wxytr#|*WysTcyV`kcXyYTLW?#p zea0N`9CK}ReO`YcAMY)9vR}vPv7x6k@oRQF2k8HNZ4eyrVAJvASGJZbwm-je!piIO zca@UII?5b^FI9Go=;?klUIm@_`^s@fyVjh)b63>QvA``=6SID5TG z=*cy;61dw`l~m8#H#rO39!!)W^W?1>tyMjv9o zEHHW##3Kx$R(($x9rTpH)bSi8YRIZ#0>pjbPZX^UaxcsW3Ry!4Z=5IW2N+hNuI|LJ zSnOE1Tz6>|zxEZaGK6v5#qKvti&ig28*(0+HnT-akbRPL7owst#lamc)2xnE$eBS+ zI_08~u4BH#%;|-N?mpv`!U80l;TB+sqwnvAaU>_HHlIpy@=G}rAQe8KrAhO~4@cG7 zjiViS$s7}@g*ruN(a(lsQSYlIS~-vK&8M@IX-8=XpYM_pdnfnq&BmE!%~CQ)y&F!g zh&rp$mPPHr+*2ZkpE0h8l-;ClHr1e$ZCA9PCdl#U=!oeR?kkS zvO@Z8-Ma{M$w^?cuqmUZ`pBM4>z|YDEs8VYF0AfZEJ@6(kvSva;!0I=DAr=)tr)aF z=iZroSZE+QI~5!gh!A%`M945>P>7L@6?ecI95vS{l~SYzn@|2xSIM;N)`xa|$l_l7g270^PkG9^FZvpKEr`Ft1(8a12bSG5Ga!7p%%)Nw&s zTy~$QzW!pXAdSma^v5i%w9=|%t1C~2WGbHe%VTI~DOO*(Ml&{ImUu3=# zK+ir|ea${%`t5O~y!diow`fzU*U_#GoA%55Nbpjn>PZi?UaNWLr#+ljoxrB_Mc&6v z<~#XylzjfQ(zICz=Z`YFMaBEgL3hQjx+@#&;mw&pG;MUMpEu7ecN~|ETrF8oaeU%ata$2}s#&-5FEA#cJ#Ce*ZuV*~#sMlkC32?v!N~S= zX6wsH)knnc%J{2de5*Ycua^OGm8Mm4N8wWBX(AC5BxoH6O=m zg*pvx=5=fq1;=f>5Vi4DG)LGE-YGU;m|gOrjAB4OA0DTUb?{vI z4l%uNY0GsP@uKmxAEhhtRj=S}b)Bu{&4#(V^|&}&~SZ^bDkw-GUG#th8b-CT*QVaSa4^sgx;}3$8iz_KD1&uJv@e!#UDc>Mc!AkmtLn z_ml5(?6s9jSh7mXKgFyYSks~`#20u}a|N51uD;t?PaDP^O-VKWy}Qv2=b1P{%pibE zvt@=*wY1G#eo&9LWoa#ey+}0ed(g3>ob(COvO{IM%Fe$VX2zvoD|W<0key;nb=N<| zdC|1nzx-XQ-oO>4Yp748^1~x$7RECVuPj{X-b`vRaP`A1eHfuDD%?J6p4dEuIoafL=}g6QWI{psKIQiy z&lS!>Lkme)p~6;`<_Ce=g5>)K*Dm5Bj|a-d+}pYpgBZpHf$-khY1SU<@PI36{Y0jW_ z8*m*E?_d<=ixm=^1QT4w8+QoRg-Et|^+-)pVuR6`?fXdGkb21mcaaK=Jd}fySi3wM8UrFB!`7Uc(#2?VDU$Su!;V!Y9GgjKIkl1V zqRsh(F0qlsOyb}up#A2Mf$vDf_kQoeUL8$7m6t&a&0&8cC`l$+2iX38ued;iK{*{M zBpWeb3lz4AWX0?JXC^OS8hB;QiP}{eXZ1z;roJibX660-Ifd<@0bSL{` zJSA4LasrX_>!tw1rZDXwrqZEI{$IpatqK^XLYL-0?+NJaquvxgLmy(_8>_nOt?uj$ zn*3b)0`@cz*53?Mdr8$!oRFv*ON|^G$sYb#+pBFVy^$CuDk$)}fZ13DO**N71(qLO zd|Q83>?ay%-fZ`>DAV7Yd>Bwn;!qqr3`NXPSgVa3@oVX(8dpV7d?f2BNEyc?!Y$$) z%7ax%E^dv&;)851PK}u>wR*+1!!~tv;_=f>tyDF7X--;XPGUg~?kYC#4dUpjD)cc; zzjQQS#5UDj;_ke}+Po<8PsrKSj%Mic{2`QixQp%DY-q8VNyb-vp;Gz@D@seLaCVq3 zc&QleJN;BK10hmck`&$y8Jc#Q%C=y=XHsalQ~AK8ROeQ^$|+VdHnX&e0>4xXQj+ia zF}<#;g4|SdG?*14IEoPm_verahIz2XS@iWqd7-KjoGah5H+I`NcX(NjS6x_pHa&k3 zkA+L*qWJM9k=vsDXa}g`jDC(N*#8 zuDlrW?OUPJC1oNiHT_`mu!a`ddes6_zeWp#R=U21l;NUcR~(~KK}#r{_&r6(!8D?? zIwVSix~pi+ZulW|kswt2Hfj0$B}IU%HkQ~VykV}s(5x7umY(}0;cL!psDdE$lAYvx zXaptX{K^?VmZ?}RquizAswt|eC1eHXjj%W77F&+i$y@;rbWKGgiU)cVE1I#FvK@ys>c`;N?9*i^O9 zgu#)wqow4ywavSgrY^m1!}Xy;;Fq=4mbg%7Y^^WIQvnMg?9iKN_!;pskH)gnW`7yU@s`XY?nD?Xg!M&Z=;37|xX*|v`{WML?*~mOXr!1$ zTkw?kr#ela-OZNwjOm+Ad)wE_EL#|~$7q^&LEC1|<-6piMr_UdlBv7w(<%P%NVZm# z4&=_vUfj%Kh4yd5%=x+xp0-Q{uQR!}&3g^@{qM~LewlO7SiC(4DPg0#7V^1K7>oFXRVP}DIHfOIm)GKLQ=NWz%i3FvJ|&D;_x^! zu#XW7*VFY7)={5r_$f#R3pw0lcx`5wMV9|JDxCU~r(ZabW+Z z4sqa-aX^ST2#7eyaJcX&cmQ%dXo7#$4*x<#Faka@JU$xmuSI-I9m1m%fKUh!PzVs; za;>m`Ylm+x5et?GKtlvzBLWEj6FfxuOB2ChVq_!|fEEeB_HXSFmW1R@-=HCoB4Cjs zqLE_4lYvqHZZ4xCk>SAo%^t$zk>dd=0BjUMG73a&3M>!>5%8~0L<3V|AX1^BQUfHY zk#MMyv1mXfG>C-%ln)tcfz)pkLndQGCwK?L{SFg{9U#q)gT+pa%z?nfL4eLdiO2~s`mYsc zG*TXHLS9%wUStM7fFd6P2S2nVKRV6Z^0FYnND$yDh)pJlPapy#BZ43xj?68N#wr2O zl>}Hz0=y*wF_H-4lGyapFslCq55wh2C>0PC6i|hf=?GK+UMd7EngCx-SW_)*AzcIm zT~t+lK*0YSkyz{FsOaU|T)olaB(^Wk?paW;QeIr_fY$PDr$;Zs()1YtYMb;E>P~y* z@^|JzSokwb!N<{q&Uh%h?a4<=vkoxUO^Lx{U6-2-Y;t#>Z5`qmmE=hLWeMWpTCKpv z_LRWhhuN0jy~@js17BNPe&1N)5<{?r|FoFz zR|+ZhY_7N7b6(f+>~MYg^Zb1M+VrJcFwWw9ZE4xi5&9gs9Sl;(Mhq@m6UB4$D`+9H zy@bLu4!}8vCuP59Iw|lcr3onrAiR#)aYcqcHMRxPobJacyz@%uUy@r@3MbpokntCY zAC-^zbElyaFY$->P(Zd2(=3@BvEL%)Zq37#ft?` ztEAPAV_!3~JTPcWPeKVQQe4mJZL{Z+EL( zw?V`rycKe!neuvH8L}jOC~O6Py?a*y<4O@jTbjZ~P`bYVXcIMky>NmeaLQg?x^#_1#|nTiyy;DW^{Z%v{}AKU zFmkTIl>OS*Zq|lH=~EMoJ^kCMboN!?hOhWG#y(*e3|8)L|K1zg`=@5|mWZv#-f0rJ zFsazQ_(aGyeSce3TMii{y!F70(Ec&!++^11(O*7c$bWvTL1EOV+qSC8~8;66?pt^rme1mOJL->Sb-VX*svu)5mjn`VJ-Gfw7 z=Xwlg@7t_>WykEzgyrrwUAg2w`0)^1Ri2RIcar}NhuChX*t|rEaW6LUV%PLZuhls` zaJz_%H8Oy8y=g&{uV4BJkr&857?=t_OkVvqIU}c- znwn2e)+Go4;}kWyZUx?Zoz$F1q;!BAlix%hwu#~Yv^Z}`&w^4HUVy2uY#SuUZ=al! zb7uh+jxer@vyd@zS4_k4IDw~0mYK`}N6&+YjB;BSer~78*pfLsA8I2mI8NB-YC2(*8Ej<$&tM6X#c^)ahd^Xp)^CIJ_6Ic3rUvqh_=Xbj42Rz z9i}+&H;?|UX~c@th!b6*%%nMy6UdK21?6r9=%$?w_84?gf;E!=d?ZFF%^6XK zIa^2nf-X@#Lz^ial8Ym6!+* zv-R5Gc%J>w(v&zQj%mgDo#^!JH&0r&dJV>~cNb|i1h7D(9}zxiOreoS^MuD3#V$>Z zURWDT5H2;6va2=TA9QPD^;URUpJ(j?Gi1>r!SAB0fL8|S)RXh)_pwa&)t+YMGkxyP zcCG%Ej{fqD$IG@QlKxCAVI73yH5j$QO=n?F=W22G>}7`(%u<_Z!d{N5q&fNyA4KH0 zS^&*Z4OB#z6={q7KCop#tQ*O2Jxxt@_o^$U{b#_}Es108w#(d6&+^u#ZRNuj5K`@q znVtb3%CBA$T{cGI7lS|hl96Klc_q| zciQUQ^A1v*;^MX$6EP05_{4=%L2cn_TK)3-V|6#;|J+2^|k3-zM*_Bw;c^b7d4rV~-(PS4J{dih?N#aF)!gJrQJpt1Jo(`;y| zOZ!Ck7<*2HA>31KH|>;r5XnmNcuz$;pc05TKz+M+DDrZkK2rvAKunSts@~*Nr4-J zYE#l@6oE$TCu3R7jN6eNQH~#jpM8jPpP3dYM}ELogj5qw(X^7+-OezX`_XwOP_<+?2_4)q=&@#?mt9Ivx{^na@UJ!GDD#o3HAF5`&A`2G8A zU?!2j1*ki*@dOCt2P!nYPFn@zUGX?p# z7pg3jCuhC<_=?GKVw~t1=qh7iALh|?;tB<_bL6q!NVnmSu%7R;MzZ!nj>MD=w`}yZ zg_pJe^WG2NOH}MPlT(D%0gZ3|2@sjbAEUs5k{9bI4~of=Q2Vc7#KuouCunSVA?&SC zb5cP9Wtu~1_0&qCPl%LBg`107bSrBffMxy0)rbR}rC9#a=3_mh)Jg<6i@= zv`|hwf*42XP=BK>t%S*_IhTi;PoqWfdV0mzhbe)~?X9gzXjCRn-cJVw!jsv$2jU15`j4t*~cbY8|*K=^4%w{N>czi!MfW&yCkS1YIipDMF3EHKr9V zs9Ps0en_b0!Iu`txXv;-+}d_xG&Xuve$ZNXjyH~sClt;(azz$<#Uu)+#T_^p0Llm| zqw~t=jW>jf^#_S>^nz+U6NW&3wTqulGtl-y36m*tHrAqTk>N1(QHgMglN>=XU;Q-) zBW*&x^wiPK*a8qAu?bfb&2;$BTcO)QEckOFxcGSOxWWFIe!nw5$woTh@+QA5c)*Uh z29^Nh$$Z>&5=SAeXpqxnsROxawS^PAE;Lj#J2?s6+@Nf6M zzC-u2J5D)WzlT zyk6;n2Q!dQO#`@ThrAfEeoIXtbVeHW)pJ(FbQm)YZpK?6+=uJ$@dRTpr&z zelcFktelx8Swsxqhfi%eQtS9maz<=foQq?{T0EcsLveKP0HUh^)M_98eBB! zlP&CBmDA?(0l&O*y-M<_s>>Of^T89Bp;AXLB8A}VdX`ROQ1LE7cJq@(4R_Vi6R{YN ztv-3_`^XRludIZ}8u(=2ytXnvIM_J(LhVR?LjK~XXtK7I*lq%B@v+i8pXyYfT99vs z@VNy{=~qv>I?!_oMSCLQhfF+$8UnkTlISQcwMwt2TJEfGlou2k?X^DEaIHo4*X#Aq zkm#D=BqwQ4HD1~P?hA@Ln=cfai0nw^r26m-G5E}n4G8^p6t#(*`rZ^1ja^AeG#glS z*$J(PIqmXIL+gop3|JehP>SoCLL*;{2y?MI5XA|xik%P~E7Gp`n`{*7t99$l2%(@A zDy`{DIrV+qpD9lCVh)}{>{OeT+$+&0(moTkE)7+?KUF)W)t5)-8eFvM&lf%c@+Ab2 zP@cf}g@h1W;Gn#*@AL*5dN zW9q~inDIW13O=3nmbH7?ZJ`rY>|%`#PtC<`&gB*D$$F(%0=jPF&BTlj_Db-`OVUH+b0=7!NAY$r)mu?4#H9EE?!G_3J{c65tT* z9kYtF$7Cab@fR(mL+HmsFYxIck!BkDfZw77iDu-|A4RAy z64-2}OhQ;yM3IB&@BEOKpxBQ6MKUcwg{~heS<;#~SI|f7B37cc^Moh#l^~tp8a%oGj5S`Zig- zImu#IHAFO3ayDFGJJq(?xo$8}?>8p68nfM5O(i%yEZAIr$*}7?jkjLt^*jdU+oL~G z|J}Z0rfSGk-wjJp4TYh-CwoTJcl7QOX>=rwt^^y(HyJFu?wm&-!PAVgRQ@!k=Fhv<- zLR<7}(l&MxtQH~W^Zf1?p|sItxVFo*DmE3M__A@T zI9bNHJ}ad#T zJ8pQPq=GM}=ovnsY(Y3D0Gi2Ve*sZja)i-i(z}Q*6X4N4ad9~9Vw>Yk} z6hGeUwzUlUgGM@=Mc(5Tub*jOog(U zSG7SDH=nb$ADGnZMGRjPy1n8*$7!_ln|KA>x0yM$FXUJ(VzdW6F@a(DZ62Q^!4MCr9)fCli78Ybi-rYD?f7K)3vFSsmDnOM5C22Z~K*K+sgK|M;^s#YcK3| zer0St@lORHV7&Lo%xTQAa^6|8+_7xUPFLJgq405QHUPTouw!j{qVuGD8^X@uFcmUCq%$X?NYa`XqEZBy;m3r~GJ*=(LXns!e&wBw%+``64;5JgDX%o#c2S z9%spDdn|W5P!Vk|{(K|gvz`%SiRh80V8^=A^;rCgW&D)||M<0IMr8MqJjuyf$IV*6 z`n~XZu>Tc~{gM9D4ZqJd^v!u4$`%~tI#Af=Efu;ret`_RPC>bz%5{Aj`;PrB73vQ# zOB4jvIfZ`%g_&?h+>_N)gVqq#pBHdGoOf#uAqO*l1l2Jm3R>9rTF!nJ@c~R z47Pdi*bvk0Z?t<1p~L+6TT6(B^-Y!z>%BbW6ED$k1M;(<-+$2fAD`;a{i*rw0=YMV z^c^T)hZ^5UUdz{ZWzQ)8h!Mel&6aV89QRMp!E^1T+}z`e>?+egB=0=-SU+?q&6D3u zEIt0xPw4QyUd)7Bb-@kfMOUgG+c%=CD>;W-;Sq{WX%<)}kd{HyLod5Hx0`;n5hge4j zd&crSBKUfe@TUj$#_r2K&&^U6>IDWW8UPlBN~hL@0tycMZFzZiPa^V7Bo^z;{cRrp zw@7p>=K7e^f(#Q_Z4o6w#%b)&qEj~{x)>|Pi{6>^Ns_WZN$fwDm(S4%`8?)uwxiC< zZ29!>&aKyMDMw}Um4@P}^_MSo-$bHv7xxU+x3GDDEJwP9UH3N+_fLi!D>ufy!9Y}Q zy>i12tx6Aq&Y$(RD@Hu}!IDy|x0aKcTpz9UFzWV+>4{|W->siRp{6g+7Ei9-+pX4F zcAy;NI76&QTw2^rChuuv-t6vN{G3YJ=@G)tcbNR(az;^xz_Y?1;yPP za8mnyK2$D%hAg44?c0Z)?Jkp}r{b)Ds_b^x`175clbs!i>cDCee92}F#Z<+URHd%KxuE&8p!s_r1sba*l{y#D-QcZxSci4Y%wusk5PM4{fjlIL#Kk#ALtX(< zC>ecNy&e545(l_3kp@)gpc-A(l?D92%_9tOmNe?Z<(4Qi_@C2-D+#?VFCPY7s>6u9 zr%O_n(fC=WrQ>^l&!u|eR4>|QYjD*stwVPA-YWZOQlOQs>weYX(dBJ<8Rq9D_ooUz zt;LMOoO=Ge+e)Ul=AqO?^P_at>{h&&mZy#=+9t!{4Nuhf$gJ~a z9l{a|u!B;FO?UOk#ITmIZ#5?ju0=SC!|2ofP|S>ym?p=reYckstL$SN60!u*X^;C% ze5Y2?QQGpsrXf7b?%Tw4bFpqm?$12WJ?3@$*4)pvhm{*vp_i>c1Kcg-53v>|^HmzP zKlbw-)wk7N4Xf?<6DDwWTPx-DD-Pj%zPJdQ#^!W0ujXM|_jy|4yUs5(wl6ED<~FYz zRx`c23-x3_GQ?{P6MAg=!xG-76m9U|X^~I)d*Pr9mw()*rRA~R&;H;%V`7$*YaS>? zuz6> zdI&@&8ErR&fMs(^`Vay<)p8M{-9$kYPL5FuvoMriVypRm-0VoZw?RCRPmz{~K6q5* zRwyfC#rgZz)E4BXn-StgvejW6u;7`8R938INjm&OQ`EWSUfv-~HSAbZaX&A~25Xj} zyyxuOP+L7`q-KxoMHYIN)Q|{pYEWW+` zXxH&kR)EDh@=L=mYp~pq9RMw{r0@v4&U#YVHZfY+my$?Mm)07B!=Bm^8@Ag0d(wW| z8N9G)DHZMow9-rQ-a9mB<2jqmFH6kbhn?@Q;2V$r?v$syc`UT#Jq3NO5lwqXJJ1e4 zI|S6s7v2mNcr73GLi|`DLuD=YHAUI5T(JN%w}5vv3f+u^tk@ieRz?8vbE$VRnmNTT zrm@X@imf{3%)42tsJB(#}z4g$g0#;x;sx&XIS^-d-J(efkDX?(3vtAdZEl4WZT4@`5bzH~i(PbejUrp*W=K5gNeWsmYCrXJ)XipVfqr5 zPirEJ$X!Dg-vcXUQ~Ozt@Xo8hPq?g&<%7I>yUHE>1QfZn+MCLi!oGp*oXm=oKDWb= z{LqbsHP2P@9PX@U@_LRrh(5y`IDvKelrpbJrVs8_faw0vam=>(bjD5h5C=r2$q`49 z@HWamt(x%wM_b~Mx6v%K4~52>nz_3I&5}N3BG4QZU}bzp&u7mcwAUSI_cl@wcM_A{ zJe&=Pp>K1_&0F{^2c!T_npoFaA?Ma`aCjT$c-^hBFxil@w$4x6ek;tKwO0E0^xjDu z@og3=a#~P#G3A`I6j!K%K)-F|qm)y%M3?RRq%3+$OB;30GJwI&Rgp}lG>AaKuB4G~ zHT4^XTTNKNr=wux)W)iAtGmniE# z()6m5qdtjPXk_A<_WrRdlxCJ77*@f;A0o=~lU(O{LeDf{Du+Gjoi~)_@X-(dr;viIP9Us=I$~=G7JR&46)A9G!pdVW;irb#U zwS_!PxBt|!;`~t!dJcn;fLF@{KFPPe9)&z!8Ti-()-R4zo)JH?Y@RFOL&7H`{%}Q> zmYU>s0ibWTPQLVj=ClHdraimwu+8|gF(HA^QwiH#9q)a>&M1DEh=JUUCju)-3m*?h zhPUHBJdndmSW`+vbjN2D&xBBe_X&-kH&A_@6?fj?sn3hu9=m*q7m+K^<|vxV>(h+5 z_dzEKSQquFjkZhXxsp7=rDt!p2ZYp9U750jB-%6DwI?77+gN>IF8V~-JG2^qqd;|% z-IG=%+GH*AJdXm?3EueGOT{39ZXa7;6s@w*-q2x|ukZ9NsT(dm@-Tr=22}70W(>$^ePjUOb?o_tHsV9aDs1F_rdCY~*Jf z-CY;6A4NhxDJfX|CPqj#QRs0(91<=B(V>B#U!Luu>>I|1M+TtJsJI)v5D~JN#MJl)`=nDrc_9Vn27|& zj9oVok+d0XGi8;8N@}ka70CP!eg9c%!dgUhaq#OwA}QyP%I44qgCs)99wMS#U7}w2 zQ#3h27?{SPpZa}_8j@C<{l9$CWiOMq2Hpf?x(|~$+U9^PpGXoVk^|8|uCItc(@=nY zQDAYe%%lu6`A~ROaztYf#MwUSBbGQwunT!(_ZK?;aDl{o*M5pL8s!!o&BS~9ESJOmx7FNWw0p?;tPLc>r88r~%IxapYUoAMK^u6kv zz<9KRd~58)Zqks6>qOWcx=lq#&d+f9K4Vgrn$wn;E8b8j-7x^i-gr-5RtYWbb-cxKv$nzFc zwmG=sn~L$i?<9UsKoSZD8 zR7(*;>`5nR_4PYda{*w3;9Om#ie~*>Me)Q6`V2htJmQOrLB+SzBw6yQ`Fqh>ECjL1}PV{dd4C6o{)~gVeZ&jo$fWMNOGR5euC_XlxYeo;82ZH zc8Uuo4ee+elr_bgTU3>zCLjeQ9U@EXoWns>pcYhs1S!i{l2+s>oDb$BT`l0+Yo;@j z-%)8XR+9=ZL1}6!2?^yZ8qQOSPtwG-v#zRnWp{>Ne&KnY<|0sMUINp*lbkLtGGWY| z@TsGWl2lk|i(@Pp5o@Rdl{am)43-M38kc{WjIoCi!XnR#^J{`nHLt4ptsQa{3$^8r z7WkLiEUUG??P;?$QORX!JpkqrmNIwov?@~z{f|~)q-NCpGl5(y{w~@iVyo_&S(ah% zJ+d?)Atf?e{taPqn#onGF;l})QXzqsX`UrI!O=@6dMh1Bx}sOu3|zX_`-=&N<3*gj z+Kg*=k{TKElj289=D_7F|H(=3wVbd8UhK*h*cFm;*c^v7M*1~&3%#Nx7EEH5h$)OL zEKO3;R2zq>Hu04}eVu9{Y2-fLZ@I&F`g8f%x)4#AIxeN$l8VYLtyJdKOhb((;tj5_ zb^OCs%St`t+~&@yh3QG~xqVrS(8g4jex{|Y@z{Dkb>nXB%DHCrK<;YRmHzuUZK3S< zUyeAFw$etY7G{-n>R*}gf+QxVHX|qBClD&I)auMAVU|xV&QY(cVXw{`DyR-^Z5Zl9 zn(uj-EEtrVR_)d#4&)4WUJZ}^qhT3}%8_}7iMPi(_1Cxb=$tlE>9*FTj1Jwm@Q7y5 znp7yHHipafFSvGk6pin<(9bP*eqE*hX5M)aGHwssd2%;?nKJ&v+D325L4*SJOkj-c469>2NSXJw`<{QUu}b zp$C{SBnBZK?_veu!vyRt_^IR9OtI*EA|N5Xo7yE>-k}BVtx@lgbYp^1_Q;J?;D&jz zg!lDg_Xb`JXry?>WA?EK@6c_|N26BAVBHg#PC0IhX4vV0Q-L`LwLZO5|sY0DP>rw|A7mE z(Eki7|H~I*AwYrtS6}!~_Ym$)7XGuNj0*-hf}s(?|MrDoL?~of_%~emcS;$ci~@~< z0)zAqF$AK#$-*~c_?A9IfJFn~qQSwV!NdP0hX4PXGJpdeiW40Mom(EcTc zZvjLg5(eDAp&`;6H1x!LiypqoLIij$L^y1CB<#0MWfWL!beO+u%5TIFh>C**|94Os z1ja=~#6^L_gT}{$M}4aw;sb*4fmrxR2!BB#G6De#JOMh85Wq?Z5F&)bCIq1qBBBr? zArWE%i2&3@0DB@Bd?Iu>Vt_U=G#N26m>30t7#m0e!X!aNCwVI#!r_ymB9WpakO4x- zK-grsaO7Zga&$xrXc`I-J_Qms1quoUA&?TlN(m6A1d>r=B2r?5s8KMe(NSmsVQ-tt zv_J}45GgGZ0Ub0mJ&>LOpv3^NXF$PYK*f36QDy}2F(Q#LVxlwRpfKViG6AHR0m00G zn7^_RM9YGX%Zfz7icIxJ3iXmnlc9_J_j)}C&2UXrZOTUCnX{mz?ch- z;x8-2CgKAq@gcGOWrZN_H&!Ts%p`zD^A9fc5W*%G#wQekk$r0&N&xgE0M-(KSP4}2 zH(V$Mt0ILUE``k?OF||Ou$2e+%L8H*Xz>&g5bB^b;Gy49z-P_o8Fl`NWsKa}Z ztKA++q?FN8SR36Lv^!WAUv73jnvUjz`6HMm`FY5Zy3%NhpkzPn8{dkQ_SHiBWYgqe zjZ!8D&$e6e^R9=U%IQE2^vrh98i(tmqMpJRVWAv}xljJ^5z2!6PFGFcUm&hWR~h!- zhi9G_g#Y;Y+?AA1d`a-AO$#q}-f%?~@qYddIkPhIhQ*QH2)cjJP@%rQlQt6h40zbq zZ`R2Xy|3&l&#gE>FJ_+K{6ZF9zQDoVye=@R2X6ES6%dnw1M%{OFR*OBOGI@`E;8-B5UrQsj*Qbk{ z5h+SbI?dWI(!SoWp9)3k@m;32na%g+x8v{}CKgLGI+W*Z>VC4?Z7l&iUHmvYuSB|) zBjEt)$<>qy{mL3F(W!|!tG@K$i0bTpLj2bLd)wE(xJf(druF2wFuZrPkMF7vWX=Zi znCtV_k7_2S%a3kk&)%=b!(=?Jv3?lM82+JLXg8XE{T-<*;DMYKO#4ySdg6y8{>QgJ z=R3c}BSF`iH((Lue4inVcfpUWB5B>3Q`bH_=^%u8WNh!L2fL127x(_e(lXC&0tv-j za-j;?3$b!msdjNqHkTSQ6=SPB7I};LXyDGeH7w(Dhgc$IMcJM~Z0;(LFl@^bQd}-C zmY1`blh&dsj{*DIUxYkHtiQgN)j&{css^LdRezs&m}cj07q(c>e8HJ8c-SLJ0ZU+f zb7dA-HC?&>DHj)L*xXTNQPqCKu>fWdao~r4`k@y#P}|QGsr+PBdh=p=4%M&?Jd`!^ z7rHU}sPRy+q|d_Em`nMwTcccb#3BIe<_GiF#`6NYHl>Yi?1QauQ@<8Fm3v&vPLOsr z6ibQ;tQqwy%s$tZy%%cbyTY1$lsX)w=zF(|O5AZlIt(4op72>Eh-^{riAe)SgFYdM zRGc8jX|egM?%Nqxfx%JGNqt~l1#e!5A;?oUqD}?sJ%6`d{$b#GtDd*?2DO-`sYDr;1yvk=DetoKuElilVwalP($zB z?6)Y{+YcmNKl2`zt%P`Lek9o6kq=gZ*d(Xwyi5+GptO5OrQ>^(5@MmK2z3F_laiha zZWLfbD?w48WC~IGBE->2Co&iv;p`>$4SXE(pn0G&1Ai&2?7^ zA=CRGq+uQ+We&~VKyKS;D)?0Gcve)@KqMh8AM}PjS2b*|LX~&?8lgY-9qC`b@*RxQ zx7DQ-(-8+5g-4@H8zk5hFTnHDWqq?^Zz?bLId>5s)8@@8$Vb21<(D#3sF5D7!5=#q z8-1!54nwaNp)8dNdyw3quBX%qvz~R4t9CbKOUSavGr5uN?@lc(I=$03EszWT;&@oB zi;ZoBJEAUh>+W@svTqS18AF$mSPgw-P0l*5kqBATs)UcBHkT7vj#6&?=5N3paTyx7 z>VbtV>Za}`s4x-_i)~sICJQ7MSPrC8XqAC3gLbe0gh}%>jTloeYm#YP z)x>_nHi^UXD(wi1Asp%vkm}c9= z^^t_yC`jDJl;GztT(fFx2mc(wtM%1kni{pRn07OYgON_eVKN{5%R`j4zOGHVWBZ6I zvme@Rm8DIN$b@vetSZA@8|($iaVmrk>|RT& z`t@?Ej#{JLl2Ll5c&VewCfGbN4o z`5J+$a;eA`)rn^RTygXF?=$zb8s3dRAeWaqye0=~{~Co*=Y5q{O494kT%nNrZse=Q zYq4@znj28dH|E{Q!NNxY)~aftbupnEMYQ$ojitq% zy_IXq(%Yr_?J*XQ~mA`oBG4(#sZXgs+uuz)C(e}fV{4O3W*;U#0-fC+|rbkDVBX)WE(pgNd zDfvFO6gPZ0$Cv9EdT>){9eYjWX7&Xml9ntb1%0{Kyut|&r+U8@+bN-)Dny7^%#4U( zEwApCzqg(GwzVYZ9}=4>4DMO>9I9y;*0%bd4)daLM^S7!bbN)aGBf0k{{8&jif(eV zSN6B2RGV|p0qnVJLfe*1?A?7`?xo{($ALS7Wz>bvw_h?ap}#mRI9=c zwBhl7DwMseyzd^^i^9;jOPPw~5E)Kr_u-dYcW#TD{fW`HCjjbS7xv zg!{qD=(``(e&X>7e#@SD#vG+Bkniuhzn5@#Kl}dSoy^WXkvkx~8ddsDxMBZdUSv$S z&s)t6-(xFD6!awH;dzwq|M5Mj!ZT2E4)F}l{CmB-6?Z`7S5NjZ-_3|1QFM1=?vK;y zA8%K8D=TKz%xi_6e~6{@ZqzKI4JN?)iKA(F=pfwu*_Q_BcK!*&?{+< zP8aNWf~MIUqMw2F3)Z!V)?iFDEGNj{$I}<}$47auaG2ttlO=&YcpZ&awht%aUdi4b z*4UB5>Z+sRP$2sdPJ-`Z!M`9pk!n9eey}-5WTAO;W-ab+V8#N$#ro}g9qq^gc#ez( z7KB0Ggd)JAtA+hH9`ePi5!lt|`$MAf|Hs!oL}wZ`>bm}7+qP}nwo$QDl~ioob}F`Q z+qP{Rm6KZQUwiCz#u=ygHfH-Bv+>OP@(V%MiaC9Or}vH16t#*OiMzv$6w>6tkb>t% zQ48lFhFy)d&#|SXQjPx_iK0yl1AzGniu!1|CJ>9;g%tfJ(Bwd*w1u+t_zf8jO_*p7 zr1kvZ?&uJvZt0wrnzZImG>n<3h?T?@X8xyNzgg1F>dw5xCF+M3K^#RgEtV(KYEsr= zk~LH^4CGJ2k@&NfgmlR0laoZJR{beT;Ko$-SVXVP)R@I)YWuuoKR1kR7g4DE=%f(& z-)Vs{t!kExF(?|T`E!;S6qZ^RVfk!6IXXr}#LjgV$#uZW z6eEnv35z{@O@SfG!L>>^VgtMF;aot1S$mDglun_-7FqU9c~;FGEe$7G1$VXsZQ*jC zPRM}s%VSH&01HpAmin_Lo(Ch9FR_*j=AI3I1g7koO9Wh~WR?GFp7VH*iGJ!sJQmKS znpx9YxENPpaF~Ny0B0l}IIt|Wcj9k>ooUs^^SWwf$CX~7RqV`N7~iV@vn;h#P};k+ z(3=|Xd^q#R7gCWeW68OzL-S~HXnF}=S*EJCv2{wgDOY@@TVj$`sj{{|T&hu2dJdyi z#wu4}C1r6cRT;K$Vw!uI22`mAgqp%zSq*l1eQOb0av5D%OzT(?={NT;!San(gc~M1^T&V@!EOMuholfRXgNneUuT|H$|Fl zNGIVn`P8P|>3k*Oko={^GVVpF<3!LrNf6=uH#s?2?ZtTIxsGqOwPl&W)@X-2CFN2@ zqS^)XUt@I@Xm!&qXyvZuA>1Kb;q?(gDSObdP2Bm&NDaa;b>mtM-%4NtcJ!uuy-Y@Z z!CNk-j?WJYnFfq; z6m%#AMHrtC^s*F~nu4|_3Qm6$50IaNkQ(eoP@|Q3JZ&plZ2>T-U5XCI9>eH68LbQv!4++l)voa~JPqj{Z6z`eEEz3M zUm2Y)<-wW}ZEfROA|vfXG+n6?`AHV-rR!ON(z3^6U9;zb(u*hvFkTZnP0Bc3Pdr_B zT&P*^MOCI=WL(8SA8EdCUBrQ@u^H`m89lSDJq2}D?F%*RL@?hJR-7G>F?Y9`WWAJi z0=g$D_jwDB4c&xHE51kH=W2Nd4vLIr=j>Y_V`SgldqyU?2k~3Jzi4TAM*nk0KK6!) z2~I1iE|QPTfVz&qU-&@FdDhu^8Q@~TA+L#g!uE3YQo%2wgS|!z=L*JAA1n->$&$G zyA;WzGembl=VJKcWn@ztEN-GFjc2rzedG(Ko#!PnjkimwXe2@w(#xXCF`_^JW1uLa zn%ZzUHfP{(M&XcKMP=rogUuMQOX~dc(2jMcUFNt?n{UU3eI0F|E$HX~ZO>`XXy*rn zMsO;zaBth%gd=f(qHNVTZuSc8=ufP1WyBGv@Cl?cq z5q8ZH?SheAGP*wZveU*GlNC6<$htxFA03|)E$tUQWN{P89bFJvQ}a5=4I49PA2X0} zgNHf_T{9!lZPUv(vzOKbx*M}F+A|c;bAMrHqR&R*qvm#?C;eDwZ)l@|zINs?CL9V z%`(CvS@AB+$tIhP53Jy9a_=Qm_8 zw}+;)jRXW;dpX61*#XH^P207TQQ5eL)eD)u!9l;xcmH8> z_YdScfi7a9+#Gm;k!F0$l{|#sidQ{Ct($6i4t;1RTTVnCs zudYo!-UM)>ZS3kRT%YTxpS#WccjiKucs@Nj5m(gHX!l32jJV*0!vc>Z1;|2>yc2nFB1Ym%Q=`IAZe^+1TfS%i13 zwVkosd85(oVE6+)q$`i&3V~q=+x^MJFGTC_wKx3j?>|vu+Z!g=kERTdZU|`5 zEB6Ur!_!-)egx>g(V!#d`$wN%udJ!I zU+Ypk)@-i|f4ylM4oQd}haj$C2%MBnzPbN;82AJ`qC?J8oNu~*4HP(T_jxY=dRJw- z?M2wvyS|Mx`_N^&fFyV?LwMMPT3)^SP-nj&tod~O+PXT9cv;zgQzO`y<@=N-_$!}V zzdP|5`{Uz8K=6^jJa78r`0KAM)8B#Z#|)p(r~m8=XLf`Fq0s1cQ-ia3-7H*XQ7LIw zFkI0P{$dTx?^;P|JoN$XY=UYFCyi^@ZCfQCZExPIDGF5KRx=kuGxV^ z+1NclzD?zBEp9ztqr3nK+TSC2@Nz#E+2g25HBm zM{a1*gB*y6IXfLF0Rs%f_7C&~t@KcceG8!tL79}vzRvkIslE=++q z96oBAmB|ShhbtRjQu=GXk+}6V627TDw2!IIjm; zse`tp8xjgOyQ=Fv8rix0@XjEfTe}(SZ0w018*Ba%h=T4Q3w7QJ%i=$+Eo>N0!yY!R zTFs}#Jt@AcRLHqk^Ibe7$czJyDr`YpR-ZmsI*2!pe*FO@5S}WMYP!^F^yMtPN~oi9 zu(FsHag<_+$tv$+kr(Csrekl(HlK%sfAj@2Dg0*%+p5h|-c2(lZNvS-g6Zka+B1XP z<5FW+%tNecKN!t2=Z6lrt?}U!k8)em-xdS-$4!qL5v9YOHIJmkRJ);j)rZS&`=6e7 zY@5L!cQN!@F~6s>3SKYU>rvYs=7LnsYa@k*GuG#HeBx5Om!_jYhz46Ep*bAO@T5i6*7dM?3e9AL%eQ%||AQ)GHAhf|vat!*w zdLAz+e`D@QVOT&H58$|r+^Zk z4avwb!ocxwW74I!;CV2@l6(3CxDbr8z)^Gy9BP0|SBeIPO5s$7=%bucijme#Mhm)$ zeB+cgrBH>&cwQO2UWFBt2p@xnb(5sxz73;|AR$fD?0W$c3)a@nAuEOyU`iJZ26-SQ z7C4cR8#z?~$(vuaLIy!g{v8y*p-6DlI5Mgjl@ML#OUnQyq`HL+^Dt6KE|DhsgB~f7 zk(J!q2r^ZITqQ7!6pHB`u}$}DYanj!VwYK@bsUD0K5)Z^kd8#NLOOolzXrq%o^*{(;* zKUl#;Jkjr{;}|YEksQidIsfzASPBp}jH+x@0LE(}U4lL(cbJe!LuUDh_Dv!&&jejI zm+JGvO~KNHsF<6~K%sqDiP}ij89T8#zO36pxneO2`et2T?$t60!5U%5iR zx{waaLNWkT{hUt?g9gY%r&N29Ll3QTpgd0|(62ODU$FE$YI?aqT^-%!D4d2};Wf9S zvH7`J_2wbZD;BOf7q|Q63JGf?R#7@rt_WNaYpaLVG#1~Ej-DbgOC&46CO>s$TPOX3 zC5I^^>|d1Z;E5fghaRETS##IOl0Gyl{{th5_Zx<|KUuwcAQVBXJx(a zDLtk5mTX<%SB74Px*T9eTgm`=t*ZZpUtvrrDU>O&E)Y0UC{L->uax8=9;>1_@{vlk>9ZqWNAaeFI$( zC3Otd(B31tYJ<$zP@e2Kjvfic1x_QMt}69}iJ`Dqz0%R@X`XZv4Gd;>)CN;Z9GMow zSIdy_BvbfgWDP{!6EzIlwQE+zvkwntSYTT;cK#4qlHm#U>0;fpBL>JKKg{Tw@7(yq&Z#2+d^A9 zlTM$F`TKzLQZ2Q85yvHxrnBX8HMOO-rq@3C_G(8PK6@!FU6K?F=MtVpQ)#%Zsd|VY zWH&xkWcelew0?eDIec9SNbhBfH;!`l=Y`IhZW3L2yPb-BKXz?r2`%J)ZsAsSN3Yy3 zv!Jy_k0|ypf9}g)n2T+6latQL5Tm~WuTNbc<%O(A;buw(c=imHTY6gUARJvh>TzP` z$OOG^W2;SOg-Kr%vb~btyD}yb2yS|HrU<_Bcp<{=DAH6s9WXmRsgpG)rLHr62Uy^q zKnb+A3tWMk?4zH8#68XlEm&uzy!R6&kBwDs5$BrgAt@bmci8@Yyj09Ty%K*|kTQz= zldmUa=+f3dzP5v-u6Ok+v%riNo0uc9C9<_N!0?FjjK-Z`VSaIy zqBx7tud7`Fk;AY7jQw&lSofrDj%>7&kYP?;|y-Ae@~wx%}09_v@BdRbocFi59Gu5uUin( zLJ)$qw>MT0)kdhrxVOc(dmj^gMx_@cUjR!M#yNuj`9$D0v=nKh7p6eyAe5^lgTI$k zkQfyOOt*&xP^BX+plsYtK2bp-8$I4H#L+H12WWxv5Tfqrr90>=h!A3kY@`(x0^jKV zqL36~VZ}<85y`L7M}Cy;kOABpp9k%<>Jj065$n% z)ebogJV0dhjA37B;GF1{waJs4fM;^vsdKoKN^7L!j9eL4}H)!|b! z5rh6c_)#Ky>o5RYFvw6hNU*>yBN{okFBY@Y2|s|K`#m2_6fu$wopOj%wi)219Wdh! zHAjsXE8r^ih%l@W=T5Jtj2oQ5Vf}Rh)R@mq2}Nx`P}`ImArUAFRiB9d+9~GRcKZtJ zLONs}7-vxdH%cs_e$Z*}5UUmouq6o^B!QiD8z%ptC)kMbzF-W~9YPC~xPTe{;%FF- zERZx872&1@H>O2lM`Av16Sa~Ru>(yoFyZ5*ZFjyH!jl~!j2l8Wk-SS7b&HgYA|2KB z96hS%cfJ>Up_EJz9whP`1w6#q#}1FYBWcQx^a_q;z)D3%3NK0x*@R2SfQ~uviWAOC zVegEjXo>Cb_k@QhITdvM5#@pB?G*u%Nk{FSAdwkn;c~Q*7QG#4*^p@-8E#V@W1K?? zgbnCb9m*q-t@UKeh~&I?Kmld6bdS-0xlbV9!LAy%dq1-Jmxvnbcb!4t(wTvi%@fxo@~8 zPI2BHU!AEKWMy7+muwgq+awJOTIl6)kSr>|)O3|L)sjI|8RLmZzcLxvP?c|;;2pat zKeh?HfSrm;l=Hlho5E#k#2%?k6Mw&z`#VSdNSt=dI{G0yousX>a=>`dA{SLwJb!@E zk~y^#r|=-G_{^&qOFPw?m#CM+S!_A;SPvI#GnJ&QXf-m!xRHLCATV7bKT;?Ae!&1g zShaaS<$uO|f{O)@H@&B*lz-OVzK}7@I&sM|jk-APhOG3okIkUY?VNe2?uH-n9b z+mb1cst1FoMlo%pF!ZW4=rALRs)%DWOR0xLf7reSI!l#TY56koRopu}^Pnu6D9y(_ zM{=0?HGr_gO2SmwByB9unngBmGrL5k!Wjhx(3J&!2wAU_Rq%KuHvQyRD3tr9$7GDQ0z*9Zl}D>!@QCX~7p$99tD4mU zh%d4yTb7Dj46KzcbChu+Rt-tQhY-?|w9Saoo7a*f_b1cJ3|M_#NJ8_~3U4GeG+i1& zoy+8#PyOWZ106}S(xfEx_xI9#xERypMNO1jErin!D__osX!mw;klU8ELQeOBOVcK6^^JF>#ml#pPsZ|6ZyQYSYjaR%jZaTk&42lGGt^@~PH(|x zAt|UrZ_8M39Zq#GYU@;Qp5{<@rBPEga#L?~(CB8#u6}TcW70(L10C(*;_tH+ z84FGr^LdApv-dMz8H1(m10NX+ZGD%0O*U*61=UUTUX3M=l1SBeB=t=Q`}d`%4hW(C z*S-)IzzHn-|K1mZ0RZ2qGU5O13qk&OybuByK=^;{3%}!qkRSkr??WI!z~AOFDB!AYf47|DF{>fdN?mFG3jz8~_dufC2|dg9Cy72T}$Df&kz_0D=8)NEr?ifCLEy z0SN;7UzrVgz>qMY;Qvr%2;l#k7!vwQ&4^@T%h6kX+gFwTBe~$}65rE51dNCT289FxjtmO-uUQBMjtm2e3>$GfrLT@c%y_kqJbizfgzxQ!=ph#{Yw~ri^|^ykrMaBTk!2nLrfQZe2g2sq}#00Qq0(dh4BAH-G zm;u7f06AuWHZv5>KUW!qn-v9z4Uv$I2$mh3jpJKX#=zu+V*b}J1o&_PqPPLt+yGl{ z5Me$<8a`w)0f3z#Ku7RfREA{}g5ndxAQA@n3j<<=!M-_V9Z`UtI1;lIsIoM`NE+ZQ z4G5FQBb9*>mnFwm1o(W5%1Rh)YDi+5AeNdi8rlHA|KEL~IHT3ZNNxUb453Iku2fyY zXac25neJ#^;dlz8@mQu*ebHnFr^DICXnpbYAHe`i8Jej77)p`q&pVmU=$o;x?8%=UD%~hN2zK}~)#2k>o7Ct-P z$Q2xR=uHmm%ErR5gMv!oEVx55t#zg)UU24G8=CcdjjTpt{NSXH$B1Dndvi_pOyM)}dt~}6`6|1!+ox`;)ok5su~#h9O`R|` z+w+R8#enfa=q1M;PPs%r5RJQ-&|&KHcsE2l_cxGX4Nx7P^$wPVtjAz(2th;@qhziC zvXMn@BxfJSeiT=md48mw9pym;&>02ck8Qt_gLsxOO=4&WWGG_?-aHMmmR&b^z-%s0r2@FImRc+vFK|SsgeGxrn#|ox%uv(>FCEL1yzpbx@1)))b^f5t*6Ps zgTn&T(VZbN%w0&hkqN_E)&6ayz%UX;Me{)2&kj{<;OEDTB8LmdwkWo0P7Y zjpG^j@roatAC_8x3n;z0O{ci!t(RA1d`e&7lBw#Hlim}9gwxD$Lr-)*oFSJMf4sSu z^b8Tx&{Uq?S)JC<|D>#JLQDyVwpf31B4!eRr@*h*I9j)&FwsIiUN`=UENfZILy~S+@yeD-0D**Yxf{mCi>1+eNWVheg}G!iSx>>x zL6bq*EZaCn&HyS6qUkf)(-<;P!L~dypmW{HE8#$!N;Z*hxFCpY@vyl}mqi`#9`W^# zpL}fORx?5b;?=aQmyyFM9rCdwv!W~WId#BIA#=B*u#R!vU%h+jrj>N?4H7vt(QHru zXz5!)VV*up>!d?zLO;u=`+8s$=#)T2m44Ncn^k$ifUJ;0it}#z`xRl`m}9am+w| zr1pZN(#XB>sS^d{45gzeuFBCMkiL{!!~^{4b1`V5#3XRb-9l}@iHB~~Ul&dqe!kcR zMT2HYlaETt`QJqorWH^yQH?^N8YGfY9a6QHFvis0CCzw7BtWWgYs=e1p}UjI1)q)^ zABm>+(~=V zY&CYM*QvzzQA)rci`J^Wg8Mx-P*AmV3D^-kkTlHaqi0xFaNsW_QMm7wy#PU&m8$sQ z2OS7_ga!QYK1}#KV6i%7KjzaCo74Jn0&YyzGY7V7w4_V&6%0BYcXJm{FDE0*lsDm) zx)<~oYJ~wst(4^suND*;A{n8vm=_M3u$3q$6LpH@@Ymi-tD$VRjcu|iI2M<*0A${O zelhOEq0}v(L}j%|q8{2&;taMxyOB+Xr9|4{wB-=EdrhX38LAq|@(g{tt)~s%S?X3c z_NSypHqI!*pSM6v6B3#zx~thlWtBo92AqM3A}dD}od`)8Y&woFX6K6R_W}@VW$966 zXOBpe%Mjj{)ny~6a^c0`FI5YqpX7@!`CgEiz}zYxXtUaVlhMNcL#vL3Dh__1p$`3+ zdX`HIMXH0Q&RQo^z{KF#5YjfpR3-$6Rp|LqUZ!rZESsZGEZx*a2>m6;nT11k4ra6 z%U){mPW+uzUZ?1Vft5C)c-J(HrZ6utTc1wD;5-X%j_7N`Z)@#+4d^* z*L%bPuZk%$Ne80_*}@3uAGg$=2M38rTH`P2v6*muXr05=P2Q~8E*Ee60xBcXEI*Ep zjOa~DRBV}?KD1UkY?TEaiJ2}&IaItucQ>RCOn>-t;J+dpGobgfvoY8pvH+@_f~Y9iR}`!#I5uT;_yg}M9SSc!2AL+xs3GPmrD zyR>_;JQ-_P<7Wvm(@46z)5Qz6w0m{7>QJ+=+HRvr)XH^*pzvUEuoh2TW8zmjXnSn&W zUdlaBSscGxcxd)RJU!PTE1J^}9S*$s!p*EhzF4!-;b>`lk$L4Qlu(2sv@wfKE$B5QFzGRrb3mV24 zoQ7E;J}2saTNP9-cq&4VpUOjy($kSx@qD1x#eRHc9e z9a7P(HMEt%{1m?nI*2ZYkQNsj!I&-J*I!Q|zLZ{U=0UQmu*!CTbqWlB35&#*?<;wj zK2xBlst0=mJe#iaX%;@9X1;xRxN>lz=2oC+8Y(wUdyMP-B|_|KL$l47Yb*7 zGWsFTc&A-R55jN@GY1?u9~8|P?61=>;?sC%qOd^B*rS$TU`7 z0FSC#N&c~dc(Ic19TvB%nUWM2lE&#mXqnhyiI>9Vg&m}|n*hum`&-2_qX#4n0?B(= zDvjAKM55j#LNU7CT$7UvDgMhXE0+uI2r8rBDWOV?cuq3AAvY2%CF5c-u|F-4Bs2!f z57Om0dxR?N1S=isHI|0z$1_#P$0~sbM5d*E3T#=nlbKyxYX*dNwtq|Fbz1y)-H~P# z=fx5ck}LOG%2SIAVb1}tK`N-&9;p^GuTv@zo%@e+3(!$;2A*~n&uHFfZBX&EML0zM zPsz-MS8k5*d@k-3fzy1PG9{G;R+UeqD z5@(zOCNMV<<4B?(bDOTFQuN6{OZsE zg0pg0t2BmmwCuKGFKq6?bpJo46$NJ*&~1KGmSOT-sR3AJ3*mmzrj^~&5qGB*S>d_i zXUVUcaR<`5j;{gzWniJ$l`Tyr*KHLO?iE0R<*rz+HeuDTZv|r~27GVk?vM)S*zx|{ zHBn$+z0lv+5BH*Jt;d zY|bjOcg@e#I_j_WoJa0T>hMAq7z&55G)=##K&skTsB%7!QZ}3_j`dWmx4J6xB#DTI zB&dee-7H0_B*e7>B^(Nhj4V+Z>v6(-@RK?)?P8q>F@g6+Nxw$=mj-hhrW?fO2ZMUi zT3EvIEOl#ZD(aeFJi7c?eA6Ns#gIkYznxxJnpf|d8`r9dWLkF08bik$fAgeASfjSC zwaAy(#>r48WR%J%`KGMrtf$wSwYOS~Th#Qo6t&i*TesH{8?U4J#Xngx1emQbVWQxc{ zO~JKjrWR+~!8nDNF~A#QVs%`e`b0ei+aeXAaObaP~z@hZ=b(Fb5+T^NLm7981$ zxX1y9j)4H20W4?-=JSbW+;$d;YK@G73#h@BjvmZckc3QRSDH36)ZTvFDdhYXsYr*? zk14QOF!AvzZkw`3zwQ)+;i!#?Cthkjn(xASf7iuiMf=nj?G!NI3`?6L_C_0&ZQabo zO!7q>1YCq2?yRzP5$Y!BF3ETg%q+IoG!X1`nRNd)w)++L+z1uCxcG35?hL5-0PWZ2 zl({aBTu1J%&b(cF|GvrKD8d)`_(_&%CYk)yuaHexB~^$c+NVOuDZKB=xAx z=gfo;FsO3v+KG$ly~@@4$<58pO1;Y@oT2)2z1~@`rR%6L$Itc2sF}yftzEkfl-_MH zSl7?bvainBNI6IRtgy0*EvTwOEvYF_udq$r4QTKsBzeQ`n$o?E({yU(e|j=j%Tm`=LQdD#^fz6EyrUAn6Mj*6-jz6}BT^~=k> z`O2b-mU)T41yb|}=<=P^p9kY@i^}*LTRMm8e+lZX>cci>POUc~w+{8YR&;f@VuX%- zY>yP3k-3U7Qbw za+`%_pA?r3#cUooY#haH%^ls$Y0+nj{X9s6uNKnZBJL{6#n0oSmkaFtt?7A|9)0ve zH&5o?*?4ib0);?7am)h0+vI(Yv2hyZebPyPW)M9w?=|N{f6;%HUdrEud3E}wzCZpq zo__MQHhO7vA}5&Zav=IoTh~(S8>l58y&(owV2z6RY@((NJY)y}lr*67v# z)!(Z}-}CV7ZR(kwf~-*px9eKJ{o)*9^2jg{6r65Jm1AFmbPix511jNH)) z%-dLBYj;0#;Ws7e@9gmJ846r+!QYYmek#s-vifz&Fm-(kci#yA%y4)cRCSvk+3t$K zeV>7#Nccb=dH)DMO6KEt)ucma=Q*VsEiLBo zPJiv^_3NMNAUyfUO53MO?>C0U#ylSg$Y0ME*Kcvtk53U$raxYHf4)!muXh8a2%~RC zv#yw8PP+(*1-=&aJ8ydN??w?qU#ng{2=Y~I-)05S);`bgzqVdO|9on5KHl=bwMVb+ zFrbYK{9QyiJ@$zMni^D@dV|~kJ2xFvdA~KH-%{}F_2GZ-3r$jcka*m?3({VMX0rK6 zlv#_Amx|OyVu7igptR-=q!Ovrs!Uer4rNlAOs5L8=8xo3kM2I#9AYynjlf<(!%m?f z>Q! zZ}C6vH zQYY3p1QJM}$g^Jo3$0GqN1Gm}L|MC@T)yt>&;LYa1`5il*PCf4ET4)~OJ;|E{lc&I za;L$8_q~J1lNI1uEq6WbV4}V@TPW+twlTW>*Dquyhph+p&4}33gdjN$osjAyt6%s%9%zC( zl}J=BYYK$W%6czLpTRpT1paA#D#^N^m>>aqdU_hbs0Latmn@!suOKK^a9q<$S#~?h z6w>y^tSF8{Rx>4hf50H|2ylE*mTi77Vq+vb-0u}*L32{wPTzF|Rt*wN>{t;bn^#sg zPFiFI&7C(;n=!FgjF7VRFjhARsFcm?w-LLgFe#StE28&Cd(yI4HT|9Kkm6NISa_hPi;Et;!A zg6wA})7`%M24w|~nvaJM+o2h4U z*Ifq^Y|#)Lyu)^PAA*t3^*(Z z5a>J340nB8&hF#2C{EAKJHqit%j@ZUTK46+vCI3{ z!Qs%HH$b__?R5W7-j--GfLzh{gk}5*^`)n$BHEWG9S4*yHQ8D8Kpv%F8;ps%Rwhs?mB1EJk3|eCZ zHtq9dPC6z&D99a;VzRz7&w&i;>RCJBQeIRf#CXeVz7SKp@f@Q3oV=7 zfD-W}=scxpaHw3=Tn-6d`~f|zwM`s2%v@gZIzlYne7weHa3OMJXxPBX$1%-za%$#C z=W2{2Se=z10yiC|1=3Kh}_?l$Os1398gee$EJuX|tMo!ik71)+r+$r5L|=ODFz#B)X7>1pKk(-AO|SNSztRc( zs373@;u>c+qXFg|4Mc>p>Qx^5opjPM%1bcD?^6bv!)stf&Y-Q}+z~;BQ%S}wkly3c z=a3sHcp`cz<(mLLlSBPz5_dy2!|};bw4steq`f!sT6p8gGiV`N?WTf@jOOZ*SV9gf z#a}31oxTtcrJR7Rwo=$o`mHN}@P;oQnmQIl>R3X1ugu!}FFL5;og;Rf2GVupILX=P zXxkU7MX4JnE6*0|U31S@W=m9)9-ip}oi0~kv(=ak9>^fQbJq?9e$_C^NdF*cR~O!c zB6l;Os;Wtw&edP~?W$)(dSEqg#(!ULiAJ{qD4!)MV9zr~TG@H=0SIYTFPBBNjNZr5A|*JydSsdC^DV@`KmDgy&Gb4oGW$l#2wjZCFI zl|9odqN}gW_Oiw*kkNSnzohGj=`oXA*T?J;tRCZoa@cQYHWxGrP!Kv{Qc9f0`*bng z5es*H)nN>welc>29QEKC*Dr+C=tDO?vuDuN@2Yd?NARff+J|1g^~Wr(z+-Cpd2V=c z^wfY_SrMv3TL&B5E7eV9XBbhki?d!nfF=$SP7sN#xxzVe{)PS9S%zfb>zXnG^Kmd1hfA!Xx+3nP3+MK#dv2FWVO!FV|0wUeRXU} zHJthb*o1F*ER#38QU#mZR}chd3Y7guwIuUIa5HLJKCUi2<+p{T@g?;@#2B3st#J-N z*vvPAo%+t}4{wLwPxW-`CUsddLOeJhBnS+8#j~&DgK3GSepmj5YEXvE-JOxzR};m1 zv>Cm&Y@uACbz^PG^TU4CH{2=JOYnSxO!arP{7u7UvKGIy_TqjOiypzHEkSPD@L_O~ zN^q`>(cNEiUl?ibZeXh zEu*Vs7(UN1#@(=wHnP=9(==76j?ZD&Cd^N#Xg^>aPX(+QPDgC>ejToX98a;ZF-2MgE)c_@7<3wf(@Z9;IiC3 zf`U*R9M3dSoAth98OJ@qU6TPK1q?SdC5y?c;?2L@dzk$h;ZFv3QHM~uBk){Wbe zb(oGF?=(Ui_ngK&0_-yFc&rU_xkB47f>b!Y!!&(0))0f%F$gAoh>pS;FU?t&-{5i2 zbpkuh1O@s=bURKz#&_NDqwfq-EKaF$; zmK{D&VgLgrI|3#U8L42WM=<@qNRmOPAZcd|O?PQT|6!k?_yP%ZhsY9@Aa%z8>)61P zAeT~uAm+nBEMc$WMj!8i=mQI{ib-hc8xJ(rAcrTP?m3J?jVO1d*ep!kXTm@|XTJt3 zq>7RVqP>v8K{qdsIACXxHV|Qxr{o81`9pgbq=#7UejHUri-D{VtLPx`ZXhe6sF95L zhf%~fijX31tVMz73~{s!Xp`PdtzDw;ItwT>wTPlag!zovlS;m2jsymg$nOI_FVILU z|6zuW9{kouOOrlFP=0e8Nf+K8>IuOwy9II8@{tIco?vEiQY;BVRyf1Np0Lcpq!O{{ z2Q>6pLAMVPI?Lf-%2EyuLqEs6Vr;naMgNd_GXBE2VM9)RU*Z7@x2 z#|uqsN2ar&`34)X-)P}#c;y>`<+B1uGq4md270>~<)0hMJ7saS6XZrvyL%$bvdiR) zR;N|>f%in=#y(0)q1gp9r=v_{W{ed;4k^wq#JXGMA;csNA{4#%G5iKq^Kw17TZ3PCl0F}R#cmFZ&}K~XTOm&}F3 zSvk*%VMRJL$wyVG%PE+d#&jLIc^2wny11|f*tTd3jCbk|S%`*%X*zJKDoOc=j^n7CD(bw^u8o*dDhue3%i@G8uwu)y zjVZ`{!kBR69%^`BA!v2WxEk)*lT2a*Ql2rPavHfnswxeaucoAH^de>trePz^MmPJb|BtPtN_;4-9Jl$Y*TCXmPt{x zejKXWt1W>Hk;9otVcmKnqLFYQSKo;_HMsQvH`?g9{ltQjCZqgzApKsrB$ufh z{IcAJx-oUI?Zlxgj;aS;xit)?2Lg{ZtgUy|0QBOd*Vs`ckgx+Lq6@PmN1Lb&JN5PW zt%uN*0S-QE0k?}#rHi6N@FBB13AzDkqVMckgY>9@S)>bErT-YYdOxUthO3W1g-q~g zHz#+D5ZwUhQ5Q_sfP{Al-ewO&$Ka`CVVKr{vS{Q%aF?QL5882$c4?2YtBL+`j{#ht z41Ir>+0e{fmz|k+|4n8GT4z5+Se-g(|IW&ACEqX$){t9N0`HG5hRVLjrlFaz0VBPk zK-LZ(uhFcu5kKqB{~SYx253?Cu|JO0(uUH`h2mt+m=@o*4 z0w6&DqY8mQ{=!0F;D3{aKp(vf8Fz{bq_}3PGIYIEh zy+U9x2oT_}4}t&%h5!SC1i(WA&>(>zA%TP;K|mlu|I;pnh5`Zozj)!7Ed+*u1_Aq5 z7=Dc*0}x=qKwtqVumCJrfGsQ#3@ix5Ut0(T{8trz2}20b|AK|+|AY%6;laWGfrSu= z0CYrvJR%qjA~+->1UMojC?YiIKf;h03Gf{W6dnl*3>laK864^_FZ>G&u}}ccD8R@l zAV?@+Fes1^C@^3s2q36m?LtUMGzi%LkV14QsK2E`5OfSs6bx{LzsbU{b|D-X1_Br+ z;1}lCJTf#iCK4zXFwS3X2!VtJ1^+i+2%y6TuwVlOu;Cza0HlAzg)ne9h!D777`P~4 zcmNALSa>`PP<((QJ{UGW1Umi~FGPYQ0QeGs68xNI;26AaO`wP)QKrNswVk(4a`+P)ISqY@t5|FzsJP2u4l`hfW1xrGmww zLPDZKgQEtRQsY3=00e0O@-zT%8Yp5K0ti|_I4vA59U>+jGTPr{Atu5%AkJ@)RNr8U zzM-N1trjBTe2pP90m7L9T3@|F7RYZbaOAA$SZpwKY=|Um$OP2I$P_8S*EJ`ac}FA_B$BsV`GQUG8s0L%I{gDeE_6h@~MCcqW}Scm{3L_p+3k(k6N z(Ig-xBwz);CXuB8fifWKKLD;jaOf4Fe<%UmmC(7Bkwm|Gg&Kfg+R(cHkC+gX>Hl*~ zXwwIq4N4R2G!D6;2rQ*iYc9ki9S%-?xLsW2_JtB;uX9zg&-ylJ|2lXV+W9p)l21s#Gy9nB`^<72?3PF* zP7s*b_!TSEcS0Anzt&Dkv#o4J#<8K`WY_lfIbhmhg^D`D3-|`TlIaXg|GXKsO%@jt zzyWN&>mXbPi%_vCq8$N^U1A)m&?at}I2}P^?8h0^dXV&T z;!2nTX`xEwjz#_zD-`2c#c-pE`dT{Xb{{=pGA(;C#Wnb|kC6PRv?`Z(MS7Z_q7UtE zLc<&-QQ~wnTY6H&+WV70homXR)K>TO#W2QQQqts$49-#eL<)Y69aB|5?w{sYFlv-k z1k#t4`-V_kP$9k~CgT;4kgw0ulyj2~^HQ-s7KAQ5yjYbX#Bori2Xvtr1_0(xFDl1# z@}ye7lpuI(J?~HRsz`e3s%ky=^s=1o+u+@pvB$IO`f@Og3(MCNuKer+QZ0*4<3BAn zU6*Tfpdk$^RyP<3>FKot8)_9cD92+SHYxDy3I^E> zDuxpMs#Rfy(Sz{N^sN|t@3-nKZ!Kx92YwsFLnP_kx49jC9?%f_aR#0;(s5I2gRV_7F2KeeT}rHf^0e#;h`mF>w3B7; znFaA^uLVUEqk*ywtI)frEb?V3C>j3s=!f=X?}(#Rp8K$}EeYfKphK4H<%(*eOg&Zt z;AM_HZUiCvYHUjH=EIAdb3^sJE$1-a(|4Z!4cX&cH)hl7UkVdLaAkHOC-RNY!cbcnieTml zVrkxl7XQFKzC9oIQA*$XZsY9r+$tY7BW-y@sQG}$p*O#4ab^JF}Lw+Ud!QG5V??h=`ZiP`~v0cdYaExv6L;faa zFVv5!43tbP0kExGOa`c~yHrXMbEYA1F$*+W*FUXDH9sVf(XA4|x)a9v^PwkjYwWNl zr1J&kuoupiQSvlfjwC7CNbZyt(#ZQio_b%v%mrogbJ=ggA;}#4 z1FhO3bY13TDX1JT+t7?dBTZ$lWgw8wR3EZ#k*YR&!um3n9a3eh3^Kjmvdq%7McuS= zo*)md+LeWLDUY{FY&oq0>;p3H0bHTo`Ho%?tYh(|$`sjn{7mw$w0^+Gs6{{QpJC;u7U}kU94xBa_m z=KJp-st;c;ginzJk1g_lyD`RSQ)l5yBS`|cED^|?RA^cm>cNnWvq#V>OmY*^a0%zz zvN}ur*fq~C(^$(Kb66#Y=_?q!C+-?@mW-jXii3|`-3tnJGo>|C*FoKAAFye&uV|*4 zPMZnLa^a)^Qdf+h^v2?7=sIFNR4g*xDL5l&?!Q^_-3;Q!hGOdzP#+_txL-p-paPHS zgpMj6SvZPv?O@^^)E{rljQS*Z6EKZ|@HBhNg|TId%CB??j}Ez}K|KbaQ#D zNor13hLpL>$fzx{9*g!yvIgA+i(Pt5dRnt#fY>;eu9o0Jmzmo!=}g4KO+OGOz1{QP zB%c!63tMcyulLvm!B_bif;VLu%C8AzV_Pt4Z*$qfWQ11?<}-|AW6lzG6VO@Ix*e;t z!nwS8B}?&uhrV&q4@3JK3CMpHL%08V)4wNYi2L_TM_`i5M~rmV3kv%uiWsR^f%B9{ z@PlVcgWaknV{pixdi7I5wf2#EbrGB`gHXF+=2Im@GoAnREy#pU-XC(Vw%Iz5-%kTL zk68}&nLKu_{!XzF)#9HImD}!w!)*7|Y(s6W+?90*KJQ{~A6Vv_URR;MkH1%L20iQXu0-;>X7&E0Kn-`c1%Wh;(EH`dq@-CS_nc%4Ok@vNLb~$g zvCd|HVC-A`H9Aq1Tsc1hvf0pU}+BCCRjYhiJ!892(O% zD9Dcm(#K)ZFZ$2{yv2Kz)rIldN(4epB!wG6Trxt*(tjAo55q4c+3gQopzEVAI-BB# zsUDt~AKVcxIb>iuc#sN^05GNRM}B}QyAx)LMQF2|&2x~&liNIrJ695n!LaR;W6=2_ zm(8Q4M~LY{k=OpGLXgv-zPYHYW3eyjOJpRg-nAzfB*)`}?Z>c6aSB?m9sLEOQRAYs0GgZnaR4V|h?QEnp0B_CNT48?Yn6DY z;*;_AuqVwlB>_sDVJEG2r>OmG=xfPy1z!4cRNg;@!ZJ-Tn`W{dt2 z;V&6QjcHRIO-$bP&?Vz`#<0dO3cQF`9>2B9v(Q3b(P1Htyty-_$PkqBnogsp0o&st4lu7!|s zl&Nvl<}q}i98CITA*ZUr{HmctV&SZ#?4_8|nISw?AsQsd5pL`Wd9xvgBXMseabhvd zBF3cC#|Z_!PCcd?+%Nu(xq&DG{u-rRWp{40;z9xJAp$9h#;Yp*qCrKC_Et5fR_bxU zFG)k+BeRziKm8*4OrurV^xe%dqpu+i#3hf5<9Wmrx!EnYDWafefdc`Nf#ykOSbVC- zafQjo7*yfS%>FEHsU}d-4ll_;Gx6V#*j-)y0wmJ%Zz4liIb%Xdqp?yFFsYee(rQ{0 zQ&*!o)uWq3lN%)vv5iwZUlO!hJx6cjaFYV-d=ocPGJFq$Ba65rUc%o@JwZh>FTSTQ zj!;d1j>fw{i43;-CZ1#(J1Wm2rlkpHm2$Y9H)ZCfMxUCev|=W5jIuA!c0b+j8BY%k^&Z zCX>sU)C(uWXa}iNWqVTP_3j+%(#6l5;T`O@cGF2eaw_eN3sN`+Tt491%a=;3@ z#!BtPVlSXe7M3%wv8!)g$`xj_*AFv%p=w}b%Rj;@tHbg-CDC@u()O?;64Pp!?keua ziiJooUMr#7vLSKmpx@F-E$etg^<+w_DO$^@+w1HR)t&KK4ZUwQ+HY+r9vw>Kt!i)4csThp<*g5Pwf-I`8*NqeF!k-9yHz?Koqr5! z$HrUEuv715TjNLDe}^~3m!}?|RhmkPE4+2-$2T0Ep`3)bpK^6Qk2kr{#8$eLytL)F znRWn4R|JlAN3OOpdc@_o_9R1B^5|C|vO^$tM0H5?>Yc%Dx3sYIcHCf9K;X3FM|94e z^{l9MdZ+iLwYM%%w*5o`0zYqfOz-*TDF)JkLi*ml)ZYI+Bb;y|gY^gqvm+2EqGy_B z;Op#x*&fom2U<9-R|W z=VLEt!MAUNGVSrvQvJtNflaWZ2{4iow9R|#W4#@9_8B8SS`#y9y(jsyQ*WY8;nE&J%R%7Q(;@FjWiV6i2mW`S-3T88keSn- zgc16Xtu#OFvf8ndV^)2q015ZVLtL!+sPrP^&sa}{$mpLny#U$<&$I%F*ynBls4 zq>)kahIZ2Xqc-OCJp4&MCR@hG$vdh=;aaLK=5aeC7@jBI-xsR2CM6?bOU7mfY6IbD z#?&t6Tg7`MFZ6*pmr^noY8P9!X+otv7cH#oYdn`eTZb@tmenVhP<(s!GM3zBCW|r@ z{iGLK!uotCn`k-~)nMB;g-Q=HR;tgNcvS0PeU@WrRtdN#oF{8j@K)3CsEyy&hM%44xTpvl zUtYFaCFAaB_u7EX*l3~ybF^FEv>2p4nrMXG9F6N_|6E=os~l^?Ti?*`o!eZdm)Ugx z+VYcG-r*TM;n|wr+!7=1cc@_7*~nhAo=uh6zJeWAm~12ZF_=lam7O{FXLDVnb3;)J z7__T7F=7X5tK=$V3$|+$<Mk4EVk7{M7x1m02hjAWv!UD_{h zd9i!Gv4@7c1N&!L1#XX7M|68<-NSHc+-oPNbD#Lj(7EkuZ!Y9Z{dVjdzG7bixm*%I zpDW>+NgMu+jUVgGG^;?nF}$&@_VrsK_G#+uuxITH;U98)Z;4mUpPwyQ@aBs~ZS&~O z<-@%%Nd~8%_7&T5>pFzd8K(D{5At4P{EXW5mCbpG88`a?Qih)k*U9`Dg-+CF z-Pqg}$9n?7y5}&lxEKi=+jWxBh5snCC$R&S`)8?;VjfTHlyYGo$9tb^6sZjEjBRZA zhwQO-6a-A<9B0&-om(Dj)@i`yVHM7<2;F(D&PfBkr_a>+sK9#Y;YwWo@!ZxqK?-2{ za-;Oad)4N&jlN|Qf5{yGQcm*X;Ll+|#N`_A@iOAZMCLg>@AhR>YNYpXg{?CsbGci( z*v&K-lX{o_zR|}8;{l+ z)~Ivz=nKNnYmn$Ylhc&K3kMAj`57DmfN-KNR7$RliJCHx|m*~Bb zA0KczE_-ON?szvaq8|kj8nn8`t*g&P5uS8!Dx!FAG!b@fqn`#T&lIL_w5IobqVL7E z?_GX9Yv(?OZQn;AJl1bLmC*jCz?uwfL2k{&b;n?L`hGZMs#IbQ}j=)ko8mF<-t$C3q52qmiyZ-ck6#*g%EkXuulev+X7OE znMS}(|HKL*-Y4loD^mM)k94-)-R{Me-L@}$Ky0g1=BA5vw|Ry1IHvDIf%yJ-0YFe| zxDTKGZPBARNo@JSaU5qF`ugI}QkIalt_5J37OtzyV1*7~j@I~V=u`REuZ2++GsJ6{5%{Pb4ZxgKa`ZV8@UbUWsBt5VlUgf2}sD{3Wm z4$VI*Y&I`zocOGk^w&AC5G1Uxc(ufd0m-_x2e8+eCvWw{Oxht4bxrC*cN{bMA_&C`YO>+A{V{)2u`8tFwscTtUrEK!}W8f zQK-H4hfRlPvr#twOI%SV*kai8Fv(Qgg&-=wZ&+glwa-UvfYEK_e zqH&y<-tYZu?H}`Olb^pzK&$xP+wlQ#E2uA%)!uVUBn|{8(nyG)dzqz@mDw zc)0@BArC*hpn`soo&DTA)9Rrd3H=e6ZNL29fKGnHE+J5-sShV6$P?)34-c!f4kZ1| zkG}FFg!}|=yFif|8%{p7VizCivq6}Wz995)FE_;OpqN5bJ{(&j2L+}@%50}MnUyR%_$)CM-X+Z zv66g#@}T^RP9SH(@{_Xmi%w5r7KtDZ6+{eTa(8+!gpf_C5GlL!`b7)%F>`_@H>Q|j zU{y?)4lLkxspz(uVS<)v?>D%LkO5S<`A6$WCXO~Cw`{#oUxQIngc>Xdg$JJt%6(Yx zb)K9%hEnW1hGY@|MZ<sF3@5=z)VgjqxrjdPqrsd-T@oekFd+{_#vEK(#=l14+QW|pM_;7Ww~Jim zGhe`ncEwp^r6DQ4@>$==I5lW4O*|?7l6jYrh7lz{m2)>6T;KQ263LKp` zVl^Ui>YK(LF4dc*W}KM^%bA!J1C%o~@=s-ZCa=(ac$CFnq8)n#6k$bJBg{np&n0E) zO@R$OguG!kb=r6y6RsjuEIQ>T#4@wBMEOk~t3aO8{y^8Y&JBliVc?Tmn>Q znYYf{=cVl3V$?*eW&jD#BmPXx!R(SdxK>y*&di5C7))SL#&Y8}QMQ_pqWN%$Oao~Q zY@*;I=44PFQ<=AxdDA+_B&g0{%&+YJC--(qbHY(AcbmPz5_7mV-Pag<1uI!eAN^eMJnX72MFD!e$z!DCM*{IzX6>btHH!KfP9?4oV<@u{ z4KeIID~qvgQw52g8~e~Va=qrRsVHEzlGxyGaOED|7x9=*!)nXJM%P;TQ|))Tul6?o z`YifL16WtC)*IRUZ@AKIf+!-G`~wVO6ITz0C~}u_!z64zo3C2}zgZD(_kr6Um0YbI zc<)-9HncfhP~lP>TrwJ2iseRX4>7IF9jUpFUfiIquKlG5cP;oE2{U+a;$c3ho@hAT z1-s}%T{cMIt6$w5BYu_y^HBF*a=Pq=Jq&?vZWH5i6_3-Gx(sWa?Z4iv#~Vhq_-}6f z)TL{@@J>%U<2s>uf=T`C;_UEOzgorP-cA;}>zA880@L-R_9psCBE>^19L;S`jE|LC zjbx%Xxc_I{VKd+|qfGXE4cy;(X>dCdizwJRL`B{}@;E4VdDe-+R=ot>Fs+q!rl zH~wJWZvvYyVlr>s{XT7rKQXT}w^03=0>YP;9A9^D$TjER@kbHii7U!*z8kor9mI-@ zh$d(4ukh|g&2}(c zx;u?N8!7=XpS0VRp2#M$;KB(V4(Pe@zl6`z6{hvhd9QPx9ESl`Bjza$5 zh3+lM?lk$hHaO`(5e4-c7=5}A^SgPiLOjET#@m6n4TU+Bgg*DXg|x!?aAStbL4C?Q zo8ku~CXy+b1b~Qyhcw$0<|)Z=1x!6+sO}r-GNG) z2S5TuP|byHX(4Zg21jwk9B9SJL5D9rhD_y$FpY+r(rR8&#GG)4fC@x-E4soII$rp@ z&LrEUxx=fE#WwP(DK=uPJt-Zy1r?-WV$AxdxVR|Y20q1pho@i*Z3v0#DTx4weM6#w z`94uJGTsw@&NBiC)v0K*l9mvl^-l@#nb{d+q~R>{>t|XO%_@nqkOXA(df3C~^ z=RQwpgyr)pkQnHYBz$A_>qje@7?0o>9`lrt3zeG87^kzU)qSsVie(e`gw?s{>JlEE zrxht@9{8{rvojx=Aq`EZp$l_kjCYh4?!jZ|kohFs7!ReMSPqylPT(Fhs#v@q-**(= z9bni;Eel&KJOxS_QIY_+f^Ar!7+;WxkL|>imMKb?UYaOnmm11|nz;4s^v9LCHahs3?3F-5Izrn>4I!^09OraiDZHzQ_k2; z#ArWh5A;Rhe(eN;_1w(p#C8U-2%hhEFGA`?`3bDKZ<7Q!pc!I|R617Dk}Q&l33Kn~ z3ahlZSd)s9UebM12p<9RMK7!hjky$=8SpoA(_>0!0}22^B_uG!f!6t=@ABf$;yi^z zd}uR=%%Zz-(`A_B*cuFqc!=aIl@NiT=f1>R)=C>K3jyC}G!kj(+!r}NmR_G_4ULn3 zQwf-pk)l1QfX6Ou86`Q$sA!5TTUg6miVz#YEt2Oisst9gRW29KsJH|qC@n6SLjQ15 zo*8vhg$ZQx3Y>Sn$VU}nf4^S_9$5Mmo?rG-E~eB{3d4g@p;IjHT@gGe@xE9uWx8geUSDFTZyWK zvp!h$VTp{ESxRFT+?hPhs~xwHgSXOcOZ zQ8=%<4qDZ@{N$;TlEe3XU~K@ms`R5p7;L%JYMn(SK2ms{o@e7QK~wr!c_?xH#Nulc zLaQ!ux`Aw+B}GYfKA`zRpio<$MW&(h;l~)B_8gt|e5KZ>;dk6Et1zS{+I<-4x~RqYa&BukKqiV9c29 zm%*stgWKG4x~*Il=lvd zcazBa&NS&5+}8HP`!;BnA_96`BWVya?=Faq4w8w!rQ7c7q8_F!S0PRvw#_a+(-!Vh z46KbF_T_E`$lezw)MDNP%hD$eLd7y!cy#h7citllN#oS2p9ki4ERb1g8#Ry;MZ(1*uQ1L|IK*u z|AGPk9WN#Y12BRCWdB=h@av1e(t-a~8T@j8eFg5L{674Sr1i{0Hfx}0J_*)i)L??hjB7lb_K!hR$$0kCC zA_n;Xoh|;-e*k(C0MB0l2#xWt0Yrl&1ts}w0FhxR09F)$017yCN+>)^L}W@dSSo-B z6)*!87$r4;gBlKt8WV;Z`%3~U(?F8`O$h?b=>WgJHjC*H{$YRs5qdNv1_G#WVBh{D z0lx!rF(TnG0mPUaO^$(hkGSpeFskl)zgsM!!mza-#SO^_3mhZ7y|3jlHh zw7CIJ+<*vfBnn;-@h=9*hm9+ML?;N#CWub{&vLQH*K)Biz(NdEUW@==j1u)f22cWt zO%h-x2?+QBaQ^|S^#l8xJhYqwI=d3ULlsF}9mGr%;H?R*_5U{m{I@A6ZHq+I;0%rt zV4+@{8Q%2O6m*?$SzK?5@oz>ICJfOGtAX%$2EHm3XvXsM4J47mx@D_A7*8p_-DD26 zHyBOq&OMtDNzoeik{3#f7fRV1@>d@(%J6sIn`rrYhRzXj*QfBSKDLV7bIWeDghF2v zKb+%^s7OkRAfOGa+7^&O!bj`Lb-uaNAO0z}FqXS+vADdPD!)?4ZKB5g?9r$8ejDb;}Rd?*LXS_bY^|d5$Hf=RPu6yz7OVgfh;Df7q<` zi_$EW7F54OCV5uj5($?| zNfUk#P|5HqKT^SQJZ(@NXSl9mktGHcm29U(u(m0BFxCY{#k|8(9mTo+S)KM$Idt1B z3bk2-%>DD;8Xk6eK4+Sf4?b3$>tOMTZ44!w_L}X(LVbK()e$GG^%Y_XrSejR4l66G z!{;_!amKxqkp>~M7Z8zXqu1HwC*WptpjcFI>!-V-ayPK>%VM)wrd!5u&l15HSs(f zI&+?|v_;_+U#X6t6%!A=(&i=}T0kzlCTVKw7?@y4n)RFf+}kjiiV+`Ynm|&J=B^ym*X~n)7K2Otq)#2lKWxQ=c=Rr{he| zTW6MUeXfnC+QEq-#4?HEspmf3nI_X(lWMg(0%&&c%WTH4F58)1eD;^G0U0odk)vWL zs?PhqBesROtBrou`s~`b#~J#```Ti3bN3g3RTx8COcw!=7<8Wfe0p0G?aSh{b*oVL z%5^i{v=f6tolx>K@Q6T80tEe)pdQnqh@e65w0-nEuIpt|L)$}jV4o0?qg`MT{Mrw4 z0%_mVIl~M(C=kUfOO=aHTCo8zvi?BCeVpHaOmHGMuR|Gjg;E{V0#NS@y{xH-PDYk` zqV#S2q+l`!6hH?VrwW2&h|#-lcZJb-#{d)|B+!TAVx$YRQ7#3BaC;%Xz=(tZ`3Ws# zfo5jRk7!*JX;QHg@qBVrc&^paa)${Le9IaMp1#>=FIY0lx0YdrG==yg z)PsYll!kATv}U)81+*;0M9^fiabfYfusE&AvUxyIcE_Xy+Hn#*bM^@&`h_rbYGom{ zlCHk#h0K%lO|Z3cIvN|s-N305`tXF5#k7UMt{}`XY4v_JTEr;Dqf_hFlWeiI3v@(m zUDi|8q+R!iiecuTz{>P-fpFzJFwL0b&eRHCqcreAKZbsQVMmZ{!XDzc_D%EsK|vNr zEopo&E}p}>52_+0G{SGi(xSJM58;-;4^~GAsI%R?TmY5{M*%6&Sbz$%C1mU5mP2(?OK)FNtCrJluT!F2@!l?3`!{bJB8;PYb zV^bNZ`BjnSb8)@|7s^tB%!7MOvH;`h4p*bpX?;Zl&R#7-5Yh55mIHh~8`r8#BxtCn z%UjlEXb?%TogXxg*d|LG7V6tCDs86M$L1wv1HJlmoPoJSr^ZUTcL$t_%{rz=q+T=W za+;dFy5>&X-czk3dxZqXr_%0*t6z9|6JC0(fz=;ndg!$1QxPCu6mPo-^)G5EQ5fC+ zU^i>D>034OErmo66}rc#ZF}y|trUMu_`a~Gdj+c_eU!aw5xZVh)U~jGXw3s6tRbH1 zK*h9UB~D}nT4vmErx~}515mPI(6LIdwD&0zUc{243dgtvmfo)Lx2ViZh{$lBZ?W<_ zO5Z4iKL_k!R(RXa+lAUzsRF&~QgP1IR@|McMY`_9e1f36H56uCy<@_laC3gaPEVor zk`N-nA^XfJH6)OS(Lt9GirPBS4=DUJ2gx*#B~-`jE;lOe-{^v~9Vr&nVPaI3nHtwP zH;yS{f!}vuVSah$Xgjs@uC1`twXbg5!m(Bk?>v)vS_9j%W*J*!w_s(`BC`@;~ zFzHvOqy1Bb@ZlMo?A)GQ%-d8m?ZrWnpE^+~MdDXEX%k|>kkemi(YdZIa_Rk++3Wt$ zMr3g5)m)Gf^v9=H=GK_>7lQ6l}Xc7t`DWSw*J@5HOx~&)Aq%Pt7)dahw8?V z_-DpdvQ$)xb&0Q!`bDFG%m{)_blL(fLIF?1M^A>_@&S5NjlG7~;lozPB=6B7W30BR z1qGfBe~dvx6IziPO7Loh#TI5YlQ4t58ViQ-dM=K?hCyw2;MN%_nugD4+W-0oeDZaQD5L zkXIPjPTvc`w|x)-?p=!Lr^fxOnegPj!%Xf$*ZIwEpCQhZZA@iPfA~kTUyqtxRV>A- z&iD1josp(%6XW%72W1!))q~bM;``jsyd14|zm^@pE|zAg&nx^ce)By3958#sEco21 z=83ZN@8TSyaDD1Tklj7hylR`etM>qLEw^=EF^l>B7AxpAknZYVIAr;3r_U6l2K?xb z8H{M!{7Wp?x!+W_MAfQ((NMsYJ#N^?eAg$b*@%K1#*!aQubJiNvT0YbcU`crevxkx z8}n~x)6rqeiff&iTaTAuKQ04ss5_sn#X_{XkL|#}4z_B&bK zt772)uO1L}W1^8Z@sP2rr6<9sss^iL8b7)Ov9tuM``S(2{#yMUbd4fa zh=h=^#y~PF3GrOfvno+%2Xi4@q3=TcSq9<&4(dZ55{fFKt(D~9b8H_2$>8W3qJ11# zVumK&>`(9zq)!+E%pMjgABun!*eK3t*^D4gDf1iync9r0n9MI|W*o{MF>vfX>*H~b zsw#CHFfZU7LK%tX3^!jF8cHEGPWg*bHE8fI!qz!-YsCmVL?z5c*>l)+IT-(#E!=%2 zN?TtABRImB-6dg#thgkaZV{fVIm{YTpkx0M_!p=Iy7ZCWBBsD?Nw@)PSl)5W zCT1-1K=fmNl)qw>9a=!_Z4CZPY_n^`P=EMXiF<8JY;H2*c}m>8YfRo}Ud(+-EOCg> zvuV6*F3gB10+KlI79e<~MSBC&gFh96BgJ;OF7 zEned#ay35YG|s@GBzD&%tUt)nFqLyH$RetR-dq9<(>&2>BuW1y$rdUZJk(*OKQ4;V zr&6ZNn#w8Giei@vde#W3A(f|AjYz;8131bX+A4<8iu+Fqy}zZ} zs)k_8mn@ZOuY_6Pn(>wbGU-D--A%H4CDL}Os~{zK2Gc-iQX%+V(#`b>Po6WcUcbL9 z$NscH%c{x2!ge_44EPwMxjfM$Ni$oA_IsAB#7nJ-x=qlQtT5LX(Pb=?38`R}tX(e4 z{8nau&sm61QF~y47!0T)gsJ9QF3USjojVC9;X>^DT&b%=D+bWiRJWDjoYmHc)SnPn zaE;fOt=c(JGzgW$ps&@4e@{F~ixe(uIE%~t)rQJMQ%PwV8Y|f-vQ9CScVN`rWeu@ZqsiE!F?GKtZZsgZ&1#0SS%);eB-QMbqv?ID+4LmqmYRP~ zGTZmqjX;g?Dq zsAhgxQpH$!>qNOZwtF=?yZ$IwXY^TKk8y|eCuNKOcxS0w)2N*sw?16?QT|~~i&t=U zcX-Wjsm`Of&I}2+upea*Z>@JYZNz6C%TlfAwRIm-ES&3Y?L)0W2jyT^JrJclkXEi@ z>78@yJ@=X&9JBSEG+nM1z3^I{Se{>0u-8=F0sp+3FaqVsq8hio%5VvT&#liItW|a# zS*$g7G^Kf;roWt~?IgYNrag;$<9lyRp9VzO3eLbg*FYy@dh3{N^$fVqk2;!(5?b0! zY@9T^@j7YT3Tdva$<&@zwtTC!L6?w1ZCZ9wT=7_{e2cPv!HgkgO@!4`Yb9z08|q;U z&qgw&L96Q;{O4@u_HOFaDtFup=66I=QcR^VV&mw;EuLf59Dw?(3ALOlJ|OB4@CR%G1$EUVZ(mKb9DvF zGW&?}KOXHrCPqr$Lw&=&)@ddxwHm@Fa`H9m@u6cU-Wxy5kqfnkfIZ2}wIOn#yQ)3qu_K0qT6;jOM!?~U2Qg}hZpunG%1d!(mp0%-HD;C0hZ-uT>&s__rH6Nu zXE1ZSHrGbFH*CK$(~XjI{nBm7pS#2AIXykJ-HacN6`>RJy) zO?pWhubjLOXh(KTa!tqa%pbog)wV6QEiYtetjf#G|6m)k9(VI(o6FlAFv(ml#9PqW z8#V0wYR<3KuFsWfFE?b82#*iL>5n~VEW&#&w!>BHd#)l7t*qg8e*MMGlO8s;MxyqD zV5C{Ezu4IJob-5r_t{vr`Q++ZnOwt#TV}x<|3R}6aIvtfz3%goFG$xO*ts<=Gl8_b z$S$*SD^u|JgBq=O69#I)pc7FOG4jQ0nT30k26jCGFm0f*vzoc!dod+zH>g%IL3X}F z)czCIdezBd_c?Mm;A?!=Ynza8jsSj7PI493d+-cq6eDWS1#Z_;Xb(s>{#(}WZ0Fu4 zos$*aB#8I^_pJSDx~b#M9sa3OUD|y_`z=qnEwQXc%y%5=tv-pj-}-%pM6J6sIN*ev ztr3oUDqDHj^eGXUJG4_9qWFjOT(hGWi%K?&WtE2$*u@%Ckj7CkHuMXN)JOE?dj>fm zKJ>fF6FZV+>z-RWXP-TX%zsve;Gk!mj`w4az3B%N{!Bq{?Z?2Kcx4?3;b*#c9i@4f z%v81}dLQo7hPvUNzQXlF?`}I>gzCWOG8LV^%52#go@C>n1<9UCi5#VStrKbYcJMZb zXpbIWbgkhu^y{1f!EA_hA%S+B4{X6_^41(eUW`#+bXF~X?>v^Rx**~`U7R`&#NXb@ z!Xnn`fV|vpjoJY2$~)4*h~J|E2lu8p>Lzx}##mAe76eS}fZd;RlN3pK^E_SghF7F3OfHg;lpR&Sg2 z7>V#qS8W&eYctXIrR3;_OZHN&`$hHpt$g-N8pEqT(vw8=l^4Nl3147b)_p+qMK!{c z;P#DD^ewE`+gjO;FyF@HYPm7<~Xk9k1?;9Ve#&b^TqxzB8d)r2u1VhPxuIjS>XbD_7@R?uOwz(jD=1;@V zWPjiyATksI#2a!U|Jf{7at#3pg&>j17O2hci9}$r*!*6Z-4}}?`Y#5E+rJ3%bS#8G zyJbXNFMyavBTpg#C%!s=B$p!)2v4T5a4cUyz1$d}?kh>H#VF4yt+9BjT%q1*bFj9! zKjt1&b1m+wsON93Z4$C^vUs7{Vt+7InErr0Zss-es$KwWI%NovUIX`I`C5M<6pg`K z3f5N9lKG)XRg|MMV-rk7+_HK=3*mg?{PP2C`GZ(=IcXF>?u!__$Zgf`R-seMfU7>yJN-i zYSV3<_c1;9O!Cz86aJI+%ZIC@Xb@|hIO~Hjz z?ysA~q!GKce>aPL^FU~ApoKzuK<21V0!{?KHj6PQVJ11?ESYG!F@G-D4+ro|k*7jf z1W5AZx-s95AbkId-=fM|AW2Z>Z^%i!eBEjAMaxcbkfQGgk!b)0^aS(M)SurG0Cv+Z(Ps=vVkWii4PWj%1t$tD^hn^>#zww@DSw!wCieRZ&fO}h8RDI=6{#o-wP71AI;qC~ zxj(FshcJeL(g|llC(%}co>HN`0y#l6h)#4~3&aGCU)3*NOwu5j?qTJG)ZKK}Qry*i zTyNxF6V!58PfS=s#+8Pc7u#%HRuq}tyw~w2NgP;1;R&_Sk+$9V+AMzIX6UlCzwv_$ zJ~`{#aqMm*{6BcR=l49nMbG0;Z0Cs^v$1X4wi>Ik-PpE`CXH>|w%ImLn&g@EyZ4zh z`^@}2|HOS=YpvJ)c^gOHzuKiZtAde;2O>>+n6c4Zt&WH9kb54{gR+zjHCv24zfgmH zd)CgdTGk%nn(TTwj%ArMvnVvx(^AjpMsK$)6^3kTTVwFW(Gts42Wj?~HfT5w*5S#u zlT|liWeFzryjz~uFXSfXq}fpsI$Fl>_%Q{|o74r-!l2&s9qZNc zko>IKu})s>)oE+jywhovc0~Sn?NJGi{RFRK&CfA*kqzg0ZeAY#ZcBXRn0eiiXve7H z+!Xy48+Qcfa`u+>wNAUoPYgQVzd7z=`rqH4YRjv=Mc33N-k)nu-*r|SoWH%lRM{%P z>s)py!avrBYi7FroZy6eR39wc^m*{-(SO@#w)B7BTOITDTnf|6@q4F72s4coLsU}5 z)dwNsu$}cOy2SDtK_sYCy#hz6%8c?M=(!Re&lvol#ulLXM?t7#+~H_=u<(x`n}VUe z_MY%}NY6^EJ*d`7{-3<|5KKq=p_WlY^9Kq%3rhwND(k`oAPZrd%6JQKzK1iJ;b)0) ziG8DXinvqV#xU$F&$SG4Rb?Yy5eXH`M0E7mGc!46bFX+Ukux*PCPL|hWq!;Fh_U0_ z$FH|Ur=PC(<&1{4BY$G9oV)OWS~PuJUFM*LuVZwaEF?f!>&hizA$w3J%jJ2JIt+A3 z^gqnWDIejM`+^>XjY~qsd)BE$7{?8$mb$gCD^RUvPU*%lA(aFhvPS!wTDw3_<6Hov zC!q}1ai#McE95~e0^EBo32wBRi5!{65OfQ^Wa<^Fs2d-zBXER1V z*p!8IqIN$#1DpNuWw#KUI14#tm z^@G13n>4>*-Gr?_`=wGKwBHEk5w;&cRW%?O5>u6cq?6=&&R3dl@2JpY2u0n&#xRf!JM!D{!G&qLE19RgsgmD5Elt$Cx@+L6VttKq7)CG)743+auSlwSv_J# z`D$sSoX<|kxXc+hN`bouoE4&xUvFiMF%C zSrM5VcDaV&`d6c>r1xJmf_CcU6-~Lg4~GMrT1I}I`LSm9+{HRKYv$q$9^o@Ax*fGJ zPgOcqz8)vwKM#NGC9wK8&WPqM*yG;X#rbdU%dH^h@5qA>KmR#_-lkpRJy;psbCIe&oIBR)e-*CMPmON?QP<-aoNgF@jTK(;mUky`G9%upbWZ z|NLgee4M1te%f0Oy8j;MJ7+_*>l$`@9eDY+b-~9T{9V>@&L0zM!|zX2%IhCyUVS2h zvR@w$89%QK9bPw(jGj1ull7K6w}PA*#buE;ZMt_&%YF)XK~@v}(v5*$?5ebEf+Hw~ z_u)w=?jg-*mvAk_w-l_Wt7K1ln?7UGiWjqv6~k$|Cf^dUU}y z_Tg8<*0II{G5e^&`-zJM?^%(RSlgmRfFN0sD5d6o>i)4C;io7O8nymLytp~mei-j& zdfV_>1e8fp;r<4Z1&qvV`~eX4XVKrI4XlVw614nyYVEfh{i(Mi@1{Ldtb&|ku*L{U zkQp7Z10uD5*f}Tjxh_Ah*t(@p(JK~Ye(mrI8nE(dLvay$z!PY$>K>Erws%h0kR7tdthc#q zUuPWw2Ej~`v6@Wg>fiAwh@s0Sch}A$llyS}DiBkHlxW#&Gly(F>-c1v-tJ^G0xvw0 zC@X0y+mP~ypG}x+*s>3lVk$*eFC`cvrGv;F6Ou?N*6I`8{az($`Ef==lk&A1CKZ*| z+z@rw3w#!lN*80x*hDirl$vtvQN0i+UmI(q9bNh*EmkCwb0}T7$l9qpLOdZYRxkiV z-VriL&xFAd5RFj^DI8bbs)NX)GdrvrF|sKeZPGdh3hE$;M)%toEAbIiMwFC~uFGEF z5_M{@zZ?(WtTRhaG3=G~9E@(blpJ9h8fL{zB^Z4}n7mJvz3m^z@<28)mQHJwF7v6X z)06FS38o^J9Ve5^sg$)-mTA?CuUw=XJxoqKl<4XVw}qSvC6z=N?QvR@aoCKWoE(Ve zk)7I189Iy(36Texyp$R{rxn;vMU74+;|+do#AYL(s;mk%X`R$=m-PGi9@rw~HQ`m?R56$c$L2fB!63jRt&YH62!A!|C33I}+k3q4^q72O;u($Tk z&HCa?5B%w0@|gM_l56WT*Tt;zkUUA=MxZ8=qGH{NJhw^1=}OFSBu9CvmT9a8%bu@T^YP$IlL)q` zLZ7F$sR|#eD0qb}gR}_YrG{HF-v>6Q{RvycPF?j)jp7rEP?w6e@zPWF1WM4-FD^x- z#S|U+<>%@Gt&qjEOVvZ36icXO3LZ5v`q5Z9WT6^CsWnCFD-9(zarw|03-KR^4Ii1z z725QbGn!t8rA3pJQP$@)f|y|D6wPX0RY@^aXP^SMu!cQ7xeLZJZVjqL&a{DVf)l+G z@J$nBVX_Rt92{0M4dJ<}5T)7BuXQsU6k#{_M!XheE=sRYo#4yvr#`WJxT+PZ9XYiu zq=y>EKCTq1h=~N9r@v-zt!=}P$dkU>*E#o{RmVC&GoGSebt)k{W-Xjzy_{bM%w~PQ ze^Hb~yQE1+{U|bxeicDoJO7HIU`n0r_ew32LRFWJIX$Lq&T{y!j!wBwrrk;_5{n#a zh&2$Lfq$cB?MG9IcCNXu+mU96xN<*|?2nX?mM#{#tq#q%Wqul+LEy&FlwR)8IB(4= zq@ym=hN_(iD?*V@IR`r4fj+ow4OKPhm3 zAsODd>WmMSc+>C1@EP7C8C?4A?AsY~;~GAzPp#JMn6Bx+-cPZ{?7S_ZkwI;OkkDRA zcEFIwIZx@I#5W*HVQ|&4{qGVmIQ(C)_p#Xr_mKg{LIy)YhJrzXK=`i)Fa#<9hzcM;1yG}c zp`t><|0R1LVPFJsG=M4^6apFy3_3s%9Sn#L4UY~Fg#obt%k-cSF<@aakRbnNfFaQ^ zp%F0=Au*95fdB#^fEoyf4TM4k!XNi2UIs_Ip3KlE^79tGJ2g-v+$Av}4 zMTWrxkm5mLi0(@v7J{$@@JTg84!bc340KiEAFd;yO z`-}C^UpcM8s%tBnTKJn6M;R&?Gp} zqyP?5fD|bl7AXM~IXDeD6e&3z9ytOQIU*)GGAcP55;-P31q>l2;2RYj!C$xs;G_X4 z(g2KT0M0bv^q&DDpFiy0-vID8S~xOVL;_kYBsy?5I#g^rbWA2NUM5HuCOAqaBqAm} z1Xh4JD?pJIV8Dt21sCT-`OJ^R^pOD;faMXuCK4dQ5Ck|00rZ3cvBF>qe@noSQeptTj|{Ll zte7|w&)*m@gt`pCOa|a71Bg<9msP}ORRZ`aftxB3Q>uZvX`o5!g1PI$>;8XNdr%Q$ z5Xh7tfk~5v@X(EV$Aj@4eANvgSDyr%UKZz1q3*_0_>b|vUxqAJKdG;?TJ4C31QPlE z5O8FUhF}?ZOO09^PG*!RtU0_NW2!LX4q|ALVz6pFLOC4B?An}+l#$3swh<+N+O3Oj z2N5cCa;+^`d$TU{n-MrqG%z}JthBd(|5}5w!#Y)-!nnE6;tle@W#o1L)q#>HY1G;E z=Mf)~W}$=g#;T*%24oP+-~RaS<`JLcv7x3(7*M0^PV8pTt4i#8^4yZ^xzuN|7n+lj zl5P6B*Ft1i*EN?Hyb^k!tRovsqWlui-Ah!?$l+z4oBM5{vaw+I+!9!w?-gCU{NpQP)1aKUd`oSArCrl) zbjNh{x6kV*EqleE8PmWsVd%UEkEghUPPO+I z9HE2ZleoLx-tz6(d4GBbT(n*X=Sf*>MCPE`Yi#FK{P)@BN&ID<+Tq;0>#nxj?8?1TCel0g6pJ=z-wt2}xcCNDO4impeqR|b0RBXpi-E{Sr zT(x==ntVRosN8Bl+EQfU>rcr2X2E2pspJSxqJVZO*ggS8ysz^<V7iz$j_7-)bXA%Hbbg8et=QonITEhUQ@%XT}@8h`zZ&iOFi#QN+c`G z%b-R0^%*bsPULkaDwe3=7crdZ)+TW^iA<7NP`PXWvw9@_rYH%?CNqyNvz!Y&<_=QX zQzAjGVt_3MdYRB-54jg}Xj0*h0&zSTYVusPg@g`emLKtvK4xTNT!7R@NBtLC+)o25rFh4` zlc<=N3Eyy9U`XPVy2f!%v`D3;2*1WqkeHDhYgfzaFsb|MP*A&9B+$KIC~;h z`1VD19!*|<6}*_^q)qGSGI zuERvub$@w(Ts%hN`Js#ivxpKUvRzUTVugsq=&anQy0D!?pn&K7P^uSXf=#dGHx8Zz zIEMOsAl(Wt8qYj3#~p%ie3qpTHNWMiyo)#482MJKh?zYk@GB&)RK%JpJ_icMJgs$c zXR%n?SF;N10RRQPiE6e=L(nf&EA>b9`8#n&dKz^rnJ25!FUV1)C>cg-Gvf^UCeAg< z?KAZe%OYHB<#VU+qkxpP(A zKhh)iNiF5#wCbVWB=+k`?8D|pk;!?EQLwp(AV2?96iBIHY9M!No%32>N=NPQ~@wy_BKJ0`RG6L-p zHmy<1mtj0>(h+4E=hE0hbX6q~mEFZ&fHF{b1;e!9Y!VfaGDg5nPe~PJM5k!pdp%W~ zZn$aw%Ca)?I&Skmys`0mgAAH7)cBcX_f4M#hLiLVlR2CJhvupEb%XcAE?8mj0VCH> z0f&1M#TlEUS!f+{T~ia6i*U~G0_(wH$a`P5T7-op2j|ja&5K*A+Zrp`7rDTg3J`qf zYcj8<(YaYGMJskpr8FZOpd%+&qxQhd(1UKeMp>Ngr0Km;mIqVezFcu1e>N3c9&4`A zBBB+(_2OCooN(*p+bX(C+1kAdt*0%BW<1`{wMhe3*S=#D#c%DwGhI7cH>Zz{p5!%l z$H2h}wP{;RxM(ST;dmLyG?zGfT&8*75QyuG)J|>7l77@9I~i zX!h>W@Kgo=G^$VThUr zV_;ogO*+xunj1QSdUrW;ragV{?hB80Lk2cDJNfcKtYx)H2Gwgt+EJV<`uPXy7kYI~ ze`v+;_#T7>-Y#V9z1M1XVLm-v?00eO4r_O#Dou1rzC4Yk+tzCW5h zaPMz3@X(#tiZU5$9RSB)8u7nhgokAxuL?mZod}>(%ObA`ocJgY+gzm6cJEV4E=(V& z$+6n#-%EhCH7yBTWa(n_2#RB!r%k(Uf(|c~uz4%({1A35f@X^db_3ZRUW*sO&}`kh zZiuE31FO?c$c%_UNZ5w2=O{;KQn7zV+u|M(h_(&BgYK@T;uIV@$=*cc1RwuUyd;_k zSez_>y@LVn-+R0^`NR@Kh|T&njNr%!`9eHldb#>Tb2&S@xhw^E4p?}jJ()wLBTI33 z7%ck~VzVRO`$v887F-D&fq{4^^L^1YBM)~feUw!xLyaB@>VeQFu?##t^4SW3gK=?1 zm+;|vQpAvwS8DJ}IpQO647#TBA&}IO)B+l$`EXL}U5!X8P<|b!@ZZ%46$tW8EcNTu zRHt;e+&_`7*YGp36dLrj@c*(x=n+vj(Uy7w5qZSV)cDTHf z+oZdCtQMZCR^)@|x0j|6vZhc$aSMK!Z$EIb9bkfQF};#3+*`xLWJlDxEF+0p!~3M7 zX*sxOeutt8M~tPL9J-n2HAcXDU}ZCTU8F<>4dF{@#nc9edYU0?33*jFn|8pWfl0=4 zKLowc1}8oV&bT}4rsLP8d;Q|VaTN+&g$^Vj{dz zrNB`~qp!sxf~BRwB~y%92H|?ogr}esKu2h2HgKi6v}NS2Ca`m52*72@Lq!J;A#y(_ zetF1jKa29GNym2Aw#G5*15c`<$sWMX!aYNoW%Dy;PYF6T0OyVz*V4hxaWhd+S1gZ%D1 z(h0n>TgGCOtu)CiIri`K9GX*Nq~e8_Qth4!lT8Z0a^ajxrDQ%t{%OtU87FI`mRB*w zfn1O2NsBwyE)F!0m4Sy2e#rR904uc@b)Ml8(iC53lu*FO%emMY{w|W!@znJCrp#Js z9*`-or+ZJ@=WVej`l)oyz+cJ*0~I650`O0Uf7XUt^)T#i!E*=hBVb@laV>7lhYA5Up_ z5%9vx4FW6FOC}+U^ZQ+UCDmGGTiW-8wSv-f#xD3e$-5jRY2exCvN!jvUA*sz2&~AF ziAn{v0d**{UU4oj3E<4oH(vEekp-4*_1Pp9hSopsc+wPG3S_}j!`m}+K|D1K-ai)L z>Jd(1HCn2~G8@1U8Zc-qVK-{#@ES$_{Gh~5UzV(FK9iN{Xk2;;;=RCBZnK_+|BfZw zWYrMOT#8x0TQ6Lh_|3E0;7=2BRlPV^(^Gm~GIy;N0&7{hpkpMaL&x_O*IM5)fb)hH z?#6d6vpkFSgdo`j`=^!^(z^7>nq1XNx~PW83618LR%+DLT+cevj#31UHtVX4syqT%E9gGJ#z1EGPRc)O* z?cIO4b{s2WtJ*VXeSKb(u4vjuWZS4|8#w!F+IVrbc)F}*8x?q4LqNJ&wcgDD%^#al z^{#)qT<4&ZN4nQ!+v~i$)i1hoG+V#vdjFy6;nMCZx5Ai?>UyNjps(yHlkEwn1v}6# z^5$)V^!X99(es|w`%AYBDY}zoymJ8WhrVtfmaV@geqaCRXn4JP;x<=;*S5kJ2^Xq< zHk>M;SAT#mO4DdFU0?lnS(V*TFB4sdn{Fc&b2H(eo{_a5ymDRJz175s&~&y95PE~v zw>cT@=xBKLn^Mhtv_1jWsI_Nx9bM+p z9Bp;YkO=6Sh#?zXsYm!Df3i?GQrZRis^#sLKwxdv! zJw~0wF+M{X5`&4Ij0TLzfx?(+6AMY%B*f(kCWs!-c;WVwOJ$qdizG*P+X zTD>Yuy1YPwdK1K!XYYwJzB={fwDZyN1jNZtbUCh@vOjGmYiL?V=|-$NC(>WNy(60E z2nJXP8Ws^@^Tr~*Iy&|!BYZJoG@CvFi_6TByXBF>yl zPS$L6&+ryEXU`zv&y4gH#_^5U(9Pc3Oh;^@sdl!{9B0G75hliW_D4?(GEIC8*~IJh zW7JGZW&`R8Dl~Y88DHm4{~&MjDQ#!NkjOP;;LlMb&98vYXCZWwsT~_-5l2|<22rX< zDdoqDXv+C>=6?c4fpZhx(dptb{en}<1QQbv9ZkavJ<?uuks%1=CK1~3kVj0PAgSc3kh9oJn~DwbvKMF*RtrrtDb5rYSugLiWh}u*;j_s zZO|I^H^2L=CUq?=>n%^~ua7=$;PqwzY@5xx`j$X;!)^Ylv zmuv7ZF@f@%XGnRBmf$|L1y`S-WUsbvuS&6ymeV`7Fgnntwsx9$3?_6HkLb5DZFj3< zcG+7-J&7j}rx%bFD1ldfE&OZOHgzD|J?!m`aJ{c*h~q$oEt2gGzey-2q5Wt1Jt~Dh z8i84|?oE#Fa#n_Y{Oft$x1K@X4Yl+Gl=l%dg-LFLSrKGz3q6zz{jaD~wSv<-(tZU$ z;3VM{*3fyqqy&zJ6W}c_*YCwDf6yQ32^?x%AF50Z!^<9<+i%vq^`TquPjhWLY#p0@ z-K5>#N7CQ7<=>*RJ3(rn5;H)BXrDHjLW2S!pV}jza1b8Y)}G#N9U8wM>LQ=z8_%)F z?l93$i`t!`#6n_VEv0KM;2<5t|^PR$VKQ_qc7-o3iwFHO*ifncI8(F3O7 zL;c#%FNP&ihlr z&RNCIlk3jQ`tytT&s*-i$3_Pr)6C%t|AkZBpEgCH0mD-Z<4zw4)9{_syXa}y|MedG zkBHB#{?FIim#fa6lN`l2E!~F!Q0-jr_qPqhmy(sY8|3#TqU|4o5g_Y#LyZT;)r&*H z`%4FbWyQmx?>}#e@b(qa^8u((07P=F+1-ECp4sZ`-v3kWA(Z~mynz$8$^5#B4oQnF zsRSW$9UgCSlg;Yf+jgbAzO$N@KbBkJ?kZI~+fbb-OQby9e2QsJ#PU`L$u8{*UJ# z%DRoGj}ma&1Eo#@@f8vyd#=WZ+H<`GW`HCj+KR6Js=blzhtG%$IHMnGue)h!yf-Sg z6?Xg0_x1VrkFBWlt7Q&==ONjjJJw%9kVT1;xdm=YB(;d>$scOZeZ95=EG!r<1fKWq z*Fa2=HL9pe_>+k!s;ZjPP$(7wGXuL;vePhTjZDB`A3OrH1fKUDny~e%=LqLBB(HM& z? zI9C{V%hl)#e7ClU%^@MQXw3W&KoV zVp5j({;rDcjE%ZZnyTn%a4qjY^tT$kZ=DNLF&L$*n>7*S~dxqv4|KFqD3s z^M7tn$$%VVx z@ID!Hk#;TPa@mPmfm?l|<^+NtWbLqh*-N21bvUUCqqz{^Pn)`R(a#b2Sk?3B1Q~d`ppW0M<53v@QuER z9mRuxqk&{CAcXjR(i>iE=3O6eWJhQL5`L9OcGX}ap7{(ba`*d091>FrhVdb#E}zLS zK4{C3xK&uNIM#!uGjA4_tBJzV!Cl~hkO{U}*K9(a`3{D9tjfYR4Nuzl8(W0aF z4^KzKrQu+m5=#iSD9|d#`Kl9BLbHiJZ{&{>w4+8fh!K2ZM9)tNVM)*1AZG+?k>K!S zNo5Er0Y&3-N#E2J75sd3>qyPPdCZlC?99 z0-fbv9-HqWC4sqS2ut8Mg^@U@P$=wey#MGP z7Dnb6nO`cKdnp%fbF}BGFi2(chGS{jLhqzpI=4jCd}o*z=E{Kbgc#h2w|(eLWjV9o z`h&4Eoz{I;lccE9o_%nREn6r&2*0Mg8G5MM8~o!^h2Xq(pN>nZU%%E=_m>eQHhC}l zgL1IvjnQJMTMz{VUDy=ch9f22pc);7!2OzTXJ)JPea%>8U(3WmFhe1WN@bYC@aXmERIZKw%-eUVDHoK-yEHXa0RQ~#?*=4U>S!iCeMEdjF{IvRpIsK5mG*!0K*q_=Al(skFQ1af zl`sSSvLp_kLySPi_5VZwjnC^kv__v1M3ZwwiSId+kZZsvxJ3w$zczC=y~(qjS{g}FyJ2J2(q7u%jayIT`UQVrWo8mfv34%e z)*PdEVX?Nk;d{=Bt&PY0CNc_Ug%d>KIS-O*C3|8Gf$>*ei@AoRU@ zA431Q7EwYZ?*^XD3CcF>#_CiN-Rdn22X1R2znc`=5bc9n&n>xa97YF%Db(xdZNF;= zh8coYc{(psx>#puoU93g*}FLR9LGY=w}XOj?F7|+u61dQJ31}02?-3LZl+ySg%rFF z_I?lLJGy5-KQ2w%wq3uUWM{dSMXf2DI<~AgnMLgK>a-ePO$q7#gjn<3o49dXrrvID zcH`>~)(Ha@f4L6C_Ku+4!3@)7zfn63`)=j;s<89?Uu5)IUScqWtfJXhjlSll1UQx~d!Ek^#_5>;Srt`mPLLuL)#6B&s zx)-rbMKXh`i2l&_P|-qx(+QPn^*~m~K`q8~R&fR|^c)9M?_~9UJlJY*t4q@zMJ}71ZBDrqjXknuZ zVIqQv?^CARhIz9^}F$6lWfN`$kUh4a(f!r(x7fWF*62@bQo_Nb53akzw`5u-A}Lyl$H z1U))1q-;K&yH;Jccva$I`b+Vv^3Yga7Uv6awBiKoO>tmD2k~qRVOD|*q@-c;u#jHj z3P!f18IRV+AnIj;9)XakUi9$B2)CG|Y4V68xi|)`q_DE&g@_csoCMtk?w7_9j%oyu zhe^*T?-)O|BK=t@WY!_Si6r61K?gSJ7+He%q*15_5w*djJp?J(;>c)3K``C;i6lz3 zw&8FHu9dNoEV@zF1ZkE_(Fswp-OOQalJSO7v2hl0=gqOCuN}D2H7ji*5;S9IH|REp z(jB7Xt%Xw5o+38CWuo=Q3Y9CX2*yl}Wq7kiGONdG_oeiE`MldC10l!rK1+7c$+m1_ zG#*kXyaovCrYW<^u&PNZw2zmw$#M8J_JqhbJW0hLQaDeH`Sr=pIEv>UPz*PYeRCS+ za*`3z8IC*zqGvl?|&WXP|}jaK@|qxy`2Oy@k$egVVQT8P3n6W&@~fWGr@@#r$O*4AmCts$AoNY;>&`)d zeilAO8Y@uo)k&4J5t$uoYF=gr*pyGfu22v04Xmb`L0u6cac&D^Xp?IJM+WG3H*?pw zz~?&8eV;12HLu;TqS!gZ7On)HGLJWfK`PG24Zq+4wuC#iD9K+hH8jblBP!FSvVEv_ zw7LK`Fty7!B3}c>d{w9eM9HRGL~fYXkC`%{n1(}LoJ3nvu8B9IQxdzPD#==6`J`eh z-Utz)L7y|&sj~RhTis4SPOMeVf_jDhs2Zhd38Ole=%~ljSlV`K**RyKLN5EJcttE; zGmTc$*G_KkfZSZ2X6hByo?_9$mB+<*iSllqeCa#ERzWnow_z zr$$?2NzGbxX)SpT_qV1qyLPFaPMNQcm8*2v(UKzmYE*Q8g#Of(3kG@Ds#>|M^UzdX zmz>McS}w&pV@bo4^V}QSns-k8A|!aR?}i197T1<=dlP06(xTCn?)7If>>S-5SIlDl zmA+8PcAm|9A7w-J&B;yOkuI$L#`V`|J#{$k$v5?>rpi?74LH#GS`xwZ>{7+{G4Gw_+pVSTv@P7$A zVn_hQn?8K(sr<5F#ke! z{|Gx2H~{c3visP@`!IKZk=>WS!VVG&{=bDC76O0}0l@fy><|GT(|E4`?d<*vJE;E_ zcHoG}5bz()4jBgWpE*2e6gUVJ1n_^_xaxm*@jjd#93&dx6BN81qOimueJjN{u9PU#DIp!K!p5j?f`z6&qyMeqA|Vl> zApB$Qg8wmh#KdUuB-sB@J9tb|OgK_}C^CRF*$1!t7r28ZAV&oLrFKAA3V7TPYDbBT zK@Cn%1K^?o82oj1aD+4n1b?X=K=H4(gC+l1%A*B@(V}4gTic-l=@CCM!cj2dAu)mR zF+s925y3OV(lR5FumJQ}0QM|^fDd!`kG4}_MI~ZIC-}FvL!$aSlLy7k4Up#n=sYtfLI>O2>Sm(?bIPP8?3j+ zo2pj68x2H$nt*@^PM*f;E$l~KD{2bdPRx;Qsnt*GC_i-Fp!pd=;eXKFC-aMbr{CmI z!5BZie`_S3Y$r6U6>M`L3MsCNWR|gRdTQN=W1$V2Rgal=TW>(BaBG zS<}1wwbGr-t~cNU3z^FWd-stJe$49zRvStKBuJO?zY7nM>F0q^~UuR3-eH z_VcJetH7`)7xnqJvS8u(61>yqW##r_CoTkwKJ-?7dBmWcT{GYMx-ksj4xXpbC}=_m zXOF+6d?i2RSe@FyQ>D}0kZ=xc7|-}A1&7q1x)e6Wo-~$A&+&}^RMGJAjpcv??!`GS zgm=63AcRLHoGecC;r1Y!b>Fxso;enV$f?3Nd=Q2qv3x&8i%`A9WbQY`P7u2e^|9v# z)LK!7cJd8QR5&2-l7Bra99G#+eTGF@}}QC`6QU{rvv*9b-MXlF1>1RL4JjhPGmSst&oic`m)>km(n7vfr=af zfy}GIQuEQWn$uE*M84_Mm%_Bx&<^tSQ4X2Q()&th7|Z>{efp-wYhHQ=_i$4B-c0N9 z(w1pbzPcYE>y9fP`&hin%9!!6ytewvi~5niWLG81a2n_Xo!2M$qON!iYQ_pChrQ8$ zo9QuIW@T~`N8E6&v&v~;GGEQ4KomIh4EO=x-9WCw=J)d3ka1|j1BSKF$u)sbzn6)V z2#%aH1G&XLaV5Qfv8XEAl{M0yc2-WxPV74CVxsYjK=ET_v-a7{fU4;hcT(Y>I2?F& z==OjnTc1~=Va|z6wPC2gjLVB;9(1A!L~(3{!Ynxh+^FIkHV`ypezo@HR(Ty%t4ij( zh1+XT9`}>_Jxoe9boE_x0lIEC1%0PI`_On}+B+>owrj&<+xwmCyCDt5A6k&nuNC(2+BQa>W>z6OTov2ELa-I zOXvqHn3#V|R;BMtnfW3oVn~DhG{A5SiSD3c|O1$*&$)uJyF|)LA$f;vy=E$!Y-{aCnNK0rIZ^&6?#oSFIN?x&&3tO79b75?tHk9_8)5LhWdH6 z*)oE2b+@&=T~d-;@Z}!e&ZL9*pOu;KIdYEK13_kKI2%lYP6o3D2?MkoW*8npMpD#EPCA1>+4_xTHlFW{aQ>(7_Pq2-&n)q zrcDw1I|2$U)AZrIACKkSM}N}zlS2sJpBgNI7`lw~bF}>5`UD};I%bqf$$dKXK$n_J z{)Ki#YZWb^Oh?$JpRf z1Nd8m=2D_`Zy@w}1{6}F_#)Zh=GWC3oUTH-;?~CBtieJ}<;LNi>GP{JXPFHx=1Mjd zjfqotsv~9=5Q1XOrN`8sa|P=5)~D0;%hIllFJ{lr){>44O=9br7s`c&ebYHE_53Fh zUq_i@?%H)S5NNcx4?Wk4CIj*BFKC>MvesU2eiJ#o>5zhi`gSO3qQS_m%iwso823yG zRq+jZ5OB$&zO~f1(VrO_V5!Xf}_6EW*{N#|;h@!#N@uj-C>M$E=0q`L6# ziL$Rv^Vy?n$y*~K{S^?LK=2apVaRUsyXoiPA%`Zf`_(jLR5SL%ed_nZnW@L!d+>QK zTaP_YU!7eEU$PYgpI_(~*X~*R+xC{85NGywV<<Z-YdTb!5^Bz{ z;*aH9)b6KUZww0QU8ipSYS%}xcd*vOjcDm$XR`B7t>QXF&S3s2C|I|1;e6bofnege zLlrC} ze8A`k>Ty~y298(67xU&>|L74~A!MtO6gEbfvQu zqn)r2&0d?#mLSNdPzMQ@3`k4MV>cg6SI$u{YaFZ%Dlb;pFo3$Rl~$OWCEFIM086^2 z)>Ck0sXee{e>4WYQdx9jw5GD{||Ki}pe&np9LpIm8PTim8_Jz$3Un zD#AFIYDzfnQge8(6qaU~?Im`k93blVN|XyuOw;JMyj8^!t#1aqwxL+CPRG^=zoRxi zOg1f87daFTsUuA^of2ANllCH7JtPyQD6rWbv&z_gE#m~5B6m*3_o#iTxnhIa!VpSh z!MWpG%>(t#bZ}tZQd48Znj=s=vFpnGz{sKm8>1;k0}^jTB3lz!#o~jw{JTov9Ee$@ z#eHYO6KSO5l`#`ZLD~*pVDa1!);0hhHX7q?oM3@Nzaqtcni)jRPvNSNDKgZ=(&E&txT#v)sVWO{w&ZZIRzb07 zMj#lifp3Pk5h>H|N%XjGQ(Uy3ZD}-#(6Lg1h_IyeM^6nCe%ySux4ixsC(ptuxwcPZ}f?he6STeN5??#)TRng1F&bI#>t z?d#lSZOOCWpXsmo68I?O-Hc@jA@Po<#YhCz7lWL9+ngnV@1chg%km}z?0J_+84;dI zzfbs`3=&>B@=|OQE7B96CQOOhQ^+H~f5yy!*~mOO&W3ybkUti6NuNiE{QcJY14b0> z4!7sp&`?YSN;nU@ryo)<^W78NxUX@rCsy^CRQN8Ia28OXQy; zhWR5dT#F!W`4=Z8B8F~W9^b#3fq;goA0taoB)>f!3(MjZ7BZ9>4>@8B;&oIcXm)6q zmX`%|WSV#4o=m`TM3zlJ$|6HL%Y41dwXaY@#nZo56xNMPWgxquKbN;khT7Q~>1M^S zF(hYu`^_C!xJKnt(B)VdR%}1z*%6jiK6CsrD0@pTOvLol>X2(Tg!b1k!UT(I7;?Mz zqHB<XHP6{Fdi&N7IaT#iaQNFS0*T@5XoVWvnkCICCsz=7k zV}Z5BBh_}Nl{(*Qe=$bQGFTW-*46~aul46EHDFj^Rt;fR@roC(n-xFW)r^H<%%Di6 zmX_ZrRvJ8K^(c5EW!IhbSFdf8{qu43*xHM zSaC0P*sLX(DwVz}3w-d<>?-n@5-qijuJLYlsR}*yYI!7Vw=`;(ozIOBDz@{<{4v=+ z)mfiphn?yjo1qwNZ`%>%(;)2As$Er^g4&rtTf48=d2*5$XxR2Ox>IPXz{DpFqFpa4 z0BFqa^b%^}wNE5P4JGR6ib<|F+Qc4pZXf-Vq#@AJpw#WD)Xov@VoAaI#-FKL+FlOq z>E7&09?LR?@H+QR_88h{8~b2SoOLi%HJ>T=Qd)M;Ok!^tz4Gaa9Fk@doTWwSg>vi}0oenET^z`6m zb-aw|E89y}56TG-zS|nK0T0`6*)#%xUyXZ~yM}li>Rocg+3b7GnTx}jn2f1f{bIyp zC~CPO!*y=m9ZuCHIKJbTXP}gvA&j=HvG##YrU_ece{2i__$=wos88u^BqwHk2tm37tlsKCy={YnyN}&p z$N)7wXKf^4@HC0tYIMrJ(sWHxpGwRWol+f*!{o+R`>!rmF0@a(zN7o+V?g3krn2tR zP0U#K?la$x!1L+8?6jb#hCAbF^gDQun3&)gFB9AGH|3d~^A^kJ&PCt30-?@Z%L*OL z`m3CN^w>#*b1Yw_Ns!+>C92P%1J;yLf9uP*@A$$zi12IJA&E41} z1s|MZdgp>6LOcE2AYm4m`io`wx3yD|9Cqb(H-W9&&COnsAJsjJ@+z3+pbgULA4dBt zjBl+EDvLcaJ8-H$2NXfu=N|dOYr7_^=rbFoEV~`TeK2I(_`Q`zjz41GmQUVx3CI>M zd*(-2X6VrO+DX?uU;BquJZ`u4Rx;6%W}NrOnA@+ zb|Q7!lK;+{0$wNDIdFbG_+a=$%XDqr?y!}yx|U@VRkYmL|L}afss3Ue_xFJXdXX&g zE_ePEHEZ1cS+o7$5Bj|!S`N0dWGn9Ihl+nUNPe$pRB!wJ{eG{0gbYz#`-;+9W;GW| zMz5i2>a1`G`gHh>vX~n+_mzXrZL_7?!T}3{c!GLzr>#wvG+h0et_7e zuSzvLz`tzT9N?z#F|71|N4iF75|c{AB?80n!Aoo?0%`_qMPd?89U zA}z zr$2RUueuy4J!emIaj$KC7woLJGj-w?dCxB*Z-Vr9lrAU{(4AZptV0^HBx|qN9Sq#b z_}?paSBK;;#~ANE_Wd=|csmKel*fRqtDQfY-rb9Z#$aIL0??S<0#OF=k#Siqk;T!| z!~TB)c?`IcP2uRv$VeJAUSHlhSQgX!PUfjlU+ z@uW2yFVFiI$lGw2DSmXO<$v9{|3~ex188H8 zq1PED8j!jF1oE_8OPY*?o?MUTOMGHPHlN(i*ISg-wAvo-E}+!z^BW7pi5M+M4dsuW zH=og+nc(mbKmNYebf-EM#Q%T<0DKlO!vDf@L#bUwc3nR_vD+Vspe2F?31p^bO!1>m z!kR`tr%q@f50Z?LIzf+iC5=-;oXCl-1r6kFQB{RY!)x0W1E7ICj<&c zgb&o?S!Q#REKQWzZk(bMik1`#_UtymruR)tjclEtx`T%VSeve?TUxnqlxt}$<3{l2 zq0}yqvlvUc{2=f~RXBigVVw8o_C_u4+#o>}zaIWpU0Q$Q1w z*mmxuo*MVaqi>nbtV5+%pm@Jdf#1TTZBwPvutNRKKF!d+>kV_$l=AwkG3xZqrx{xi zt;aSZf}gCS;(F?XIM0)^-nQ3G%jfkx#^r|(kKQ4CM(SD!upa`k(b>5F{uaql9>z)I z?=s7FCD@JRQdKqlq*0?~k&s86mPJCeoJL~-LiMuRrpvrF*D*+2=k@=+hkR|}~mu&e39^Qo(g zR&;b|-rj597hU}7L(kL0uzuclHe)BFWj4Cz)Ej#J`!ueuL1U{I^}$D_)L|LEqzU99 zJX3bbSsAQR?+;x^h*W7)ywe_ib-m**Yf4qS{V0q!r$s)o%~o-(ZT=W3rw45z>WV~Le#UG;O;#Y% zhl(DIfERgbkcAYwxv1| z5;z1Ti$se;LD(BH*5v#y^VuAQ$@@`J2Ey!|%uF-EQ6^BQ_JtIRHap#k1mNEmotwoLG zCDW5CN&Tc1ICfEz_>Z{tZmZwR1a$Hhm`9ZlIlPzBCeTErbJxAL-IKNKoGJpUR2J>+ z^H85?9X{Gur8Ax=WGSK~o4Hk|5oLpJ3qn#qS71vb%zwbC;cT98#y!9$&e#s0w59wMhsB#G!1rESu!aZ zG@m9FaN!mo%2uscW?8ma>sJ_l@F{KW)M>Q8I&#dr?JJzq6)3-{NmCR`8JTHG9P!g6 z4qcdUC*q0%gBCvdy;~hN{Q9k?W_5S&5W4n%qp}oix^1fU8kT+eE6&;;|+9Vq5T^;SX`?BW$Zu8oAI#Q6OZ*B=$4M^yL5bSRZcHoX`s+U2uST6{J zsUl6LWj>dqZXIlIM=g*THIOs?h}U|V30GBiPV*sEw_VG*Ni$v8!+osPn zgiZz1^?x_UTP|-xMBP@(a4%Vx_%8$WTvmzXj1*n`|7w923VHwA6Wb@zmF2#_-x59ud5HNs5@xu) z+V??@`?iPrwyt^}+Ivfgn*q||QG`J$hP`)L;*c(8M|*Lb`qKOM?w@ddrioz^dp&Vy zqNo4gCPtQ-vMOp{&6PJJRv?39MKwfJo2sf zQ{sM1#pL6m#E#8W)C$hViqJJF{#GH(c{ovK&KC*Yw7xWScM5LQj{1#jt>;R-? zpMDx}6-RdzM5Dd$%h@}dKZA%J-6S;iY&Jt$4L}CVexEAI7kvafY{{*c=(|5d{KX>p zyArhU;@Yl~m>p8yH{z2Cw0V&l;NC9`wR%boxHeN) z51DRs$4Cvc5KEv6AP6bLJXxUe5CSBzWdy4+(1+=ebEHj}2XBBfG6&N3Oc)l-tQ5XU zs#}6Y%Ix{B@3gm~rI?3q_KJwX*s#@YYRuJZ&(hstH1x!l z@QAL-5UIdEb{syn9NF+&8QE{6MV*6zi(}z~!x*T21V41ps zVV#`Pa5TJftr+!NdEE^KWy%RxUsUlW>WrL_5Ab-8Oq1XyZncYy&=Nuf86Hb@o6r=TZXZf?v=wow=lwnF}f$`0Oj>2oB`K;3wfYX+X+&9hM5T z4pYA?GMaPntCu8J69&tD^YKzrjb6vl52kvXl^zlik(QJaswRBgz@*9GoNDp}w>BpO zur}A!_&Io0a&)?zgiJH|i*crZ*QoF96oI5HH*?UkB|dwMVD^Dx$U%1dg!IM|%Zi%{ zWJW#Nd5gN6JBTQeaMexGAw;DzQ6=-7D0XXdt6F?}Nx6<&RU>Amzzp0GGT4&SXWkt$ z1W!MblH&Hy>U?4Ev#Y>h5z79#dqfqH; zfH%6GxoZaR(a%LL(Kk!aE-B1S8IJ;R=N6gEk>6Cn8tTlJs;??&Z5|27ZmMUTi%`S=Ram)g<0vyz{5$w$aSu`Q63YsN2 zNrYQ7d?uxE@1&_>VR+xr`jz?cUFKsAsfD^1g&m2+dgkFzR9I!`fF&CI*mLB53oO&( zb@k)6*Frpw7-D|f`w?1lHT=t4jCR;dOsOhpZ%Y^Q3l}sn=se=AkxRH%^D6E-3fsf1 zGB~OiOK2Bp+S}6*b8T-9Eln03L6%YFR4vNGDneRVNi;0xZ8c+=nLO&jk370sek>y0 z+L#sTwxMc{Q=QFcDAW{#=BZj6#Y@rLoDLu@R@BwJtrdp1i93NHcJ*Md8a;2&Dt)S+ zU+xlYs*ZK+oY-6aCj9uzu*Z3F@uFq@yBNbV1o^5rYz>4BZ}|D@?RQzR z>virJbK0}@Z|e;_hBIH}vQ;*#?hJ&!Y*wWjt-NY>)+AKmZgwHaCQll*ZW|?58}_Ff z;@}#yk!}IZ3?n7CGPeyzah2m}>&8?P?cI%`C#YtX`3aEp)SG7ewz068K|#yp6pJw! z!DN!hcnM@;#beTAVuJ5xvbOxc88`qy23G%nH*nCASTq2D5(WT(0YLHF|8XQ1TAcge z7#y@M2c>KOL&E(hG=~KbAo?!`2Llfa3uSQ7{2T%R2>}2^fPqJVg+YLYMSzMo0Mx+I zBLW2e)15aXh05%;Sl~6=ip)g$1p4a4G6#j0tkRG zz<=|wa8M8TpM_W?*njh|a7btf2xus?q6#T9YFdoGzW)7CuxQAH=!itHBt(cf#MlTVfcGQ- zb`pR%2{P7y--ZRDLIE5pJP|1p4k-|m6b(d*fkFn*Cj)#Y!$Ky9p{4-%Q^1o^px{sd zu_!?3Q2Isz4b1_X zXimK+=CBv9N56Xhe({cuW9YCIn_?94r<<;J<}f z0uU=enib%{3Z!PmAYwQE`U52j4&4!kQ-p~ZzL8@kO$z-i^9f> zNzDgP;=>^m0GJAZm;?dQg76YT05u^DdSSq4VSt}70f`8}R0I$sg2FEjt1J#LD}h5V z35fZ(6N}C*4X~94_(-Ej$O2;J;56jvaTUp^l>jzMfDmPLF*P_Nb%2LDA%_NzkT$?u z8%5Uu-r5jD!w3-gf5E^lSLy#x2Cinq8V#8wdbHAHszn&o=k`=v z-49{J#qZ8sG_|{pA(y~;AI7@i;nfWaR(`Mg?Y;~y`n#~@#_Lg6g{{+F?=I%DgHg%Rztl<^26fQt&8Q~atf~3(^?rIzJ~du- zvBw{M>+D;vQt5+mDbc=sUf77N`Y^k*cepus<3!#k^jf`MGZw%%_TkR|9B}%e8t@Z_ ze%m!^TW|B*iowI0{e=uYrBAwqhJ?WprMQvbI_NQv;a209nmgH7YpQ^^VeGvqX5OKA zcD5)2^I&))8wv;1BtB?v&QymG7Y`P{_)CRG8)-04V+NI&^60T;6pZKzjo@}%>eugFEvVp|(M4MTby=YsWr;}oZIjfSn?O~+4x74ASx2A#>vEg;a zVUFL5?Qx2i>@Ul>(w{m)v!`fN)g9j5`J8& zXvdRlTxH$wEKCs5x`TKvMcv4p^JfUy2OB=TDrg+ke^~o0-TZ@>>UTu|QIvhFilY68 z;B-U4Lw`h! zA72?e0^(jPClCskvok_k&hO$9_!S+%6THtQ)B5SJB>ly*(=~(0@IALUn9gPm+b+Li z-z|Q@hitjAok=&Tj(*P~ZtO!Nd%W9w_pa(;YM}wHjDq~j1nr*w3(5AD5}{+;sDeF{ z;4b-WBG82L$giHEU{@?IQZ~L~7lkcbLC#k%TvwkKJIv`RWI> zb+g^!nl#=!Jy{&WkGrw{AG6o^sE}i|CV&!rdvPm>smOSg?U^vPi;qWsD9hs@^E}3&CBGW-y*x1FEVs48ah;EN7ZV z%qQt0e9+u~=3rSejV|-=f%yJvzOWth*bn?k^(JQWAwMac%L#}fOUE*A`UyZ@23>AUG@GQC=}VP!c1gUhg?+XvhtO5ih<)L$vrP zpIQGi>0`GQF%tW`R}JQXpvrs{YyC;{uhQh;o0zkiPx4j;&e21IR`@&$I6Nzj{I0_0 z@1|M=_6TpX(Vk?`69owFGL!w_d;*o66qGQOIT_EFN`!XT5*@yL(WSn@<$qv+WFbB- z29G~cH(W1}xbIGVlSGTepXFDp)8|Sex-xFQ{v~2Ym6G?OEGISrh%3b66eo$mLaZyB zW1FOmffl=jiK7y!h-Q*SEOCq24JWnHQyh}^=Mcij#P>%ysoS@#oOOvbeqR)YZjzLe z*=7xVs6XKvH!fwe=TpAOOe(6L2cSUDoMpHBDQ%h#_Ou^EZw zRzXa(5)Ysslp5+MI9Ax!j4K~y5`(wcnYcEKoDZnf?u8StdU!{b1u9J8tLDMlahALXA-9AoLNVdz&oAY_ha8^cvC zM7rHbS@#;&2;t6Rf{5^gNj2_OzZ`P)jpksvWIC76O#_rDLHTK6x!;mKdxOc7mOggy zI6Cp~^R}yce>T)9adLOuQ0ss9kUzFP?xCir;?J7KiYAmX#u#Bt_k7=X>PVUxqeL~% znBKdD%O>^RewF-)r(Y^G$2qnnD(Cl7_O%Rq$gby)eR;R$mxz-vF4t|}3{Oq?P_=b$ zAN~9wkKxbfe}c}QC7lM_*@zGTEbv|1u9MCcr*5;+pSzc9y|3-Ax!4mst_LQG(nn}= z*nE;JU#*R<3w2rs0i&T%Qx_!ItrED8J55q+wroNeZsIm36(;6`RneCffnCZ$u zfl4@yTsFbR;P-h*wwq@2uRW)Se3{Ku_9T9r)v>CHi)XkoH4#LIOaKmbc@1WL4-4gS z;x5-d$jarYl!UcvBF4;RYPX61b6ZPI_(eWMUoAiba3XCGUkEOdIUbn%-Vz$QBreE)k2 zBhJgvzL#EYlTAk8liScs!|Du~ZMDVUn?-7wIZZkJv$kotrApySraZ#*kqd)O^21B^ zxA3%ItbYuR2Om7y@XSQ|5)868AImRK_fI^%H0_K22xBflO7Y(=3e$U0*TT657*ub4 zrOba^EDQD9=lS0y2QScIJk;i@S>t5$Jf94B-XY)-G09U|W0O*&C?&CN8aZ6=-_Y#?4<&l8obR@eGSIcqC#jjyD8NOYq z>M%!PQ$;}{NLU?~;U8Vt;qeXC9*y23dNZ^K1?Y!SKispK*qC04srDS zYT4pyk>S8%6V}m=moy#~j;uPH?w%YP=_nU7ViUti6Ko!?5gFm(-|jg?5bMhUN@^GS zfn&`VVZCu2u{DnGdK>v8@jcsv1QAXOdsHL^_^9r74>g`Awt5j4)9V8IhtW%Ui2BT1N$ zq-rh70htX0CGmGe!jWgnPyuSuAvYJlZf&}uVq3~`Te7A=>M@;X5&{}QM*RLS2l9v1 z^WEh0^q4X$4}=N}ki3swN80#9a{jSixn-K#Iu8IT*1dylv)`*0+1NBg3gDi0N9Ayg zpMeGI8863?Lcm~^ZgZ0qOX-CvdjfU53FY@`&&Mh1DDgQR)S{8v6={+MKM_pnv!szp zaT_vA6e!!@XZokQxMXG=dPX;8N_rj(v~|Qtc_u8%r1w;01xKb!xn;N~q(-D?qF_ag zMdldNbGxqb`+6m7rXB>obR9?Q>J z%Y?aHO|cBkd>hZcQlR@J9^ZG8HgM(V!RM!rm-=>+Cq9RM7lCowVfxq+@%!mB6@xZP zW&XxPey(luvx1*Y#YcQb%87~;K0cBIg&eZy0!kpWheF=DnR)a$F=nHe=?LV5coSsA~FdSAe|Pu z0oiuSeLqK8v|tvIj6}Sglm&Eh(m_z-BJD&!w5G23?(zjH?GLsd8&-rC|6BR*W0u`twIy3B|)wGkrnEX zSuq${c;Ve>aneA@Ag+4qD+4j4WJ7J@n5xLtBGCC+F+^LN5gsjwTBo?)L>XNpxmhnW zRmaKHFo$2CTG^noX)x(sD@F-y?#yyYt7kc^)j4ba>s=+p(Xf$F4@X;O<|90@QMH=c zQbUNsK~yu^(JHiAu5Z+u)DOUzfNPXTPMNHY7v%nE-)1_Lpcjeb>y^i(&{_!02XK$`VP)vnpNO(J^AtB~%&O|{-0b%E=ujZ; z9Lnlm5b6m&#jbwox`YsRZwhrsW@Gzo=BRp8jw`k73+a|mH7#eC)xB@u+w4u^DI5{P zzNxSMTrQ|3)O>Fw+5qU|YpBhfYKHOc!+F31Mj(91=m}8jL(b`sx#``4lksFs=__x= zQ5KE=iOx{vh-LS6-KdY$c;I(^mp3x@s!=i{iok}?;MQ5|)n+3R{t&0|kig`iQFN~c zabzn4~+pbah~ffYAsU$sp6f zce(RMj)x>u=GF^}Dg$3nz-B8 zc4Ms=HN3O4)(Dvh_XX!LmE*II{WdEVQyOo9#tXwM7OMNN4cTLi5kSI&@-ag{&}Q(r z#$1d_X&oxE7!*!~r-PCvD_@69gl8R$F!Z+Mno;XDfc?+aQ^QIH^uLA%s$q;@$LEFT zsx1aq2;a3#wIE-N7RZjEZ#VcRwP7SSTc1@IL{1UD%?;F#=^o9ayj8#X%u}n(32kW( z1x}~M^m0N}Mq#%X7K!J3au)F3`m$mcNnbpQgiTprXFj7XjdxG6fflQk!F;hxr{F2< zt9~Y>dBXOEbJS%G$LWv9Q`kRezHKdeRxb-U&OW;L>c-}goGj8Qt&~MiJ`rQ(lYnKn zSDa!S?U+|*r@*Y>6_DSm4fC>fO-sQ!|1sJckxCD4!)n;{LPXE9v7ftty!(NS)u0^Am&Cw&FX5ERFT_KEHDwt&u7K`!X6OmZ!;d$>H3=e>!;0g zzYcV#IW?98+8uZ$zdbqh1BKdyM9xhLG*5Y_WzXk53D!dq&4sKBv$faVbJ_)C)BVMo z0f7IumD5poH`p(Bm$COqp%N9o8ZqGKytC-u7tsUa*pa*G#Y~4)pPj?znngbU$We&M zF^?(6er~OkKcGNpiK6n@pkxc~~grsS+nVJ{mS4qEn=rr5gOFu{ap`&0yq>5;hp_29VH?x z4${%*6Tf4b4i2)&CKjBsTH+@2cM@0L7T0^pK8YU`|2iuq`%N`@woUfqSoL_w|JY^c zcYMX~Gu5MOGD@A^am?>$4?CF$rkCD3m%~@RVc!S5W-ejHQg3(0`9()ie(-OyRvkHA zVu<~LHsm5ruNM7}@V;EY)?S@9oWB3NF$cPqXSl94IX7^;#+%*U*uPqvxt4+;%uB%k zphCakyu8GZztZ@AlZAC9=6afcaT6eM!@l@OK=oF>(Ev&zS@_z?E|HT)*J;qS`%JxL*yPe5 zi8vzHDc;3kQ;oR2ZLVEej3*Z1;W~KKSpH`!7H!RrVlZ7Op3Y>$?ZaeTYn15r#-06| z3M6>h2StVDZ0+AvY|W!x7rPj<-o<|;9E&~iaPAgV!et|KYRSy zefTb5)ZXEFd$O$Lu5D^n0dsaZTXyMsKlPJgclFngACQS9-MQId2oNgaqRF0^#ZvC2 z{zxE$v=j0NZmTFI(YSKrSrI#wY>Fj}=bWYA^|@Y(U@1YPb2~Uow8S;cmM*eHM${O6 zz{^S(IkJ-A_XL@mnw4@?(dTEqj+Ij7Y3lkD6yc$whG2Qds*tLlL*45cMb@rc-~%`J&W4H)67CaRakiZ|D6S)e9~3c-z(N|WSv z(~#vLVk9|DSZIuvWol`rOxLcm9aj=Eag+SXyS<>L`2?RVAfcq=KC5N_#aTyxmL^Iv z`%l!JE-NI3dmhjEZh2hJtPmL_%gAg9c<$m|IF=ibEtFU4g)yyMjMCI}t(wP~QDf{nj$L?KlAkb}=?|j~snUlkd==nw zwuoGq=lswrz-2$UU2&N0bI(+d?rJ`ypBH^pwPSU-HEdIQ7xnc1dp0D^oB11d+(*0W zsY$}|SdDRhyj_rP(9LM2f3fi;nH%?vW&c{0fCOvRJ z)_1@2Vo5m^!@guH&KO+r6)1PiT3I8N^B2&AOu-M!w%iGPT4 zT{0STyNZ$j{Ksz9K2IJy!8T4`ZqvtF{;q`ouE(R72V{a1p+&m$kmFt|pKZn|zjJ-) zD7Ue_|Nc?%(6efcWUJR=%pCka^?~fJY^3cFQ|h-UxnE)X*QMVlbxeIUYUlw!Tz?8B zWjwt3UCNokMjl6C_fLsL1&$fz;Ty|vz|*N>pCXf24wv;@q@o8v;-V?`DtY^!Vd{gw zWvBjV)C+x?unF<*GL<_ngTJSZ3T6t~L}H6zB^m@-pb8ftPNz#XOe^{$fIqGU^7H0n zaUc*>uV4iqcN14qq84J}!{?53bJ4TIkW=Q(ee#qk;$gG+J0yL}Zq`Q?g&8AiPf4hy z9}-*BV8a`;M`(X1Bhcv(PS5cZ<3_&mZ>S~NoNGQB#HQ)pSCz;Bq2j48pSoMOBm-g( z^eM*nc!M;)m`x9n5l%lMk*=YHXIW-6vZ^Pk(K*-_8|xFxaYkxWVT7t!S`9>nPcroW z!3gpF$O4nrC3E@?)fPUR$giVTPIV^PFp!$rf`1B==q6(a7DC5rHs3E9WtVl`d1z@VwLC+k`qCB#sg?kI81aaAP1-om$;! z-%__MjtbHI*;1c)RlDn}t*S&%q;Oc4dhT_I`!|*(Oh}JFmWoYkLqDgD+AHJC1hBPA z=vxJSaN8QVvAi;^hf$Tyes~UVLdNJd((E(i;?g^mI>M0(YXL`YqzIN73UB2fGWrgeuq{wQa5HR+j!4!$zge<`_Bo zf!;z!AuVaE{ScHDt+?zhOy-{h^M}7f&YC`yFY)!;;MPkgpYCE5rT5OBeX}(ZUcHuS zAEMXAh+wJyh)ckOxaY3OL8q{POR>g~lQ0_bAsP~t`;1wIfOy?IT+mThpWYK{WR*Nr zv{#}IJ7&MuXxj6NGiR8|w{lVE$i-|ivY-l{$z)S!&C$ZY%;=9y{gaib6*t{zHRO}a zm8<6PYY#b-`EwlCLz=O*_+?myCPSm6OU%&)5$AkVtBd~5mJOF2QD3sZO1))kdeNxo zWW-UkEnUX1){laV*~tzS0*goRFF#S6!nl%@gzf0MvbgohroQ{t*n&@q8bJuv`p70W z70UH+gZ@0{w_Ar;&W`~bmb_r_#1HFLy_5vRd;O|dBJIABakC#mY->Biy5-h(fp)rRRQ#Kl%91(bA+{PFF|5${9|r8-mkA}WIJEGP&ZD$r1#GkG!iiFz0qMK z-A%eWz=5)#etp&67)4-XEY1G3<=XdoloaAgDd5B9s|Nqe9nGD`;yY7foA)G$?K*9W zCq=vip-(0cD<1zlP8FVK7}teYdiY<+9l|-{iCXggcQ(<7E)10A-I>hwRia1N)n6Nt zmx(gO;p1j}Q&V}D^ukhCJfgo|uNN;E&pzZ)MA2l8g#>Gy^+ zFXT1{@p?Ri|8p~@{pMbDNY>eRRMq`6s}G2Z0o~x+BCeYS_WcqPe^Kg3NRCFa;{iwa zK!)Iki$ogWdd`Lj=%>W>#9_tRJ71@SP??3$a3s)i#QTgoakM*er7;q!go=lRjmJf? zqr|Z-<5#+bE4V}umoQeBIOE9@I%V;LbW=l3^4rx|#!<&Wh4NKKC4Og%aNk{i0ON1)Yw4qoI z3DXFPOAQh}N%tWS(*;XPYKzLjOG`Vjn%DEa6X@|xjv4>b|C?x-e_)t1WcZa+l&k#R zsZgJM=b*{CNX)6sqEBZAQ~TPUG^1JlK`@$1Oby9x52=^TQLt1aJ>o}8X0@tL(JPtO zaS0P`MlljBr*mNr--ZOG#t+h?HIid(MmR>zBOSr=ZzOsLKfzRax}s1TYZt*TX}D4r$rT|0X{crvnkYV=?zN@3azhvWoDDTH8loPGAg z^)!XPbh`_}YctlHG5(Np>57@!O!ah52<|T$;Ii=C&zQL+990$dK>Nt47VTM$Zq@6` zwuf%|&83d9E2U0j{`jl0e20oqhdwL>WqjJ{5gc`AWsS<~X`snOcZKZT)6^gOxy3DP zJn>mf6Uu90^e4+y+*oC**lDxud2*g4n$#)uN;Nvt*itb0(H0AWO6e0k6=SRhI}2#b zW#Q6|l~QK`!ce10K-$FRxA3`P{^R%@(;)Y|HwA1fF5+!fpw#>hu_lQK4SZ}IS0H%T zIG)LGh800gJaz80TZ_|e3ENSNPb7nWgmf&2f%Go^{1wciBFHPEg?HGO0jHzXvvj?s zDXlZ{cc~blvnUrDM?<^l#W)Rnp`~!nD!Z+v>ZnD%C0G%oV-=$%KwBl4JG07+wFRSV zF0ZTh)@3NOe5k$5398mToD)ffwHi@!Ylg+M(Ul1mapK7_3DsqNTX`*%CM!{OFk5k< z)pJx)@EJzL9}5z2Q_<64NoQl3H-6Kn+SSvuYUiLakQJVk)iDUR9Aw8e zNIy_(TvNr~(+$bI8Yb|2B*Heh>N2p)~{2!?8U)T-) zKcWp40if}}gxz4^|FfQoi3Gs^f32sYAOq0;W7*)LmJJyZ1_cHQD%yYm-G7Shf9bhl zq5|+y0iRG|fT(bYs7P>V06H{)5E{S@x}FLGVE*H5uxKDSAP5N_gbZCz#X$!Up~Is< zQ5!lU0y+>D0~!8b%nc6hU(XEz1rrGg3xJCSAi+XLcn5>?4$9e}iVX?nKZK128{qnH zIu#DCPKy_0-_OtP@qeyBmfZ- zfF21FE(r!QDFPuWG~kAeLk0pt{TdlI5;=f{9EOG*o{SucfE0916Z;F+&BOcoInOnY$7fg2`)qqZV)Xu1|<(blZOJ07eRm*$ihc}&kwNV z2e|PAg82b){4ml2*pz|*EkSe!A$Tz%6dqB)2T>R`F@U=mI=eV@D-{qb0WT+kA|ip! zAPJ)>1u%pDFD8pFAP+E>N0F7MAyfd^D*${H0MQEY8fpMLH9&|OlC}o6uqFYwHo!v{ zUBwW|%n0E7e?hV7#Ch(d*yQu<)~ltIKib|NR<1YMELPS$ju;p?o13|@C_RiBD~<#2 z&2aQ4O#1BMP|1`Zk5+pvF2be_so0pUy$ncNoAqjq^aIPJXN2dpwugNoR5Lp5%_ocH z#6cz^0$hh3adlqzx2mmIJHvD;PTAlWM$)UMagc5^gC4r=Ap&W@X3(h6)e*}hy? zZQVva3o|ChpOtookRb8*e(jw$f8CJMHAVfb_MLW;tv|nsz#c!|obf65bbbMEjdCD zdIvzO@Qpa?wAB9OVq-C`ifgA~=Bfm+IjDA7Cu9U_n=iMHl4}OM>W&eG#1!ABgB?#^fw9G89I+)T zAcU;(#Sl;2X2~hE8?Va7LgVPAw}9|tCvVOi>6RP^tn^S5P(K}YOH*Ua3Cb+r(~Z`<+KMl{&01sigQ4LmGS6tI{prWpCB~|%0H){WY0v$UXMsrKR3Vv>yE1A-SOEDA5HuecKmp|@TplX@;R z=ensY*YhTg^qo>80>cE#M&CspE z1!HYTzy9{*my?{@#v;2+&eiS`>$Q#7-+CZ>$H^7^_s=N~T2`v-Bir)AB;Vnee%YOI z<`wHlJ0~r->@>YzXJ0o8cV3q#_yD}h;)u685FxBpkL!>EIR>&(RSjy>yIb|DCp*G* zFMt?i$}~nXygz;BTD8f=o6=V|vJIknrrTM`@TWCIG4FR7jA3*}(Se+e>k}c2&y8Ls zH{ZDlcDA$OP5(wf#3CAT1xM6C5)D9s2}pndF_{|RHfN?w?Jjykl%W=VGC;-{Pj$#p z9|>z@FdtSfCq+!c6M~>dB(5Y$FnlSbzYiM0YN;qPN86L(XjR zkTvm{B5U9$w~-Mzku&7`Vv@%T!-h!DA;w0znqq&s$|P+bM^c67zKsjA1;Up=3$9S)Qbln0!hc zK|)19(uZ6^I$M^A$<2*)ahr=VpIwZp%vR;YbIycbNr-64Xr@Jp?(`-Z<|nUvx$AR; zTwpi%ng0<}QKy^=3enAKna5q4#-Kf$r{}nK4}P>Tn%65&`2@#0Y9wzH1ZK2g z%1u>l5DhIdrYm1*Q|&#BBs%3;NhLzhaR4$MFmtLTiK@j^9zb#Ad{GX0Xu|mr5}Y2< zJQ98>$RbA6iov!*1g`ZAq)N3a*t!DH zcsMLyG9SrUv~GlxBh_L&-5RxdjnYPrjp2&+fd-EKHJS1eC^ZSoO~a~4f{V>6&{7D) z(EsYpsF2-gUiOO9?NJUZQGKavRkXDhW_57Cv2E(^iqz47#T??KZ0SZ4+|c@zvxuEw zVp%#}VBhvCC-Q2uu~a>8d_Of@gH*M+ z4|U;wRf@2d#k{QMgn@`-)QE4xK!$FN{q@wqUY5Z<9?2Ts zT3qQx(6>o84HyhuQ&%A{#77Ro6Qg{Q%__vR45cuZxl9#h95oCL;INB>JlPMM5&z1x z%x@B|OXieVb-mUDU4`phW^AqK4Fi*IEP;z;KG#xXcb+ghi)?797r!&h}HgeQ(yJ@!uKXh&-J+1DH0x~m>Zw+QS;mBr+2g>=0S~r$d=%=mH3(c{9_LX)4Z{l{p0N! z@%uKM*!P|?>2(Na%Q}Sd!S8(Fh3@gX`|MQo{e9CJ9(}98Rou0~u>lb=vmp`wOws%9Ne)%UraVKrY_iBZgO0y7Y z6?Y${$92=ub_MuOs`heL<9`{o3onLutw%cP_k0vsfol7HKeRVc@^S5S`W`8g^fJLE7NigY`)7k_c!<^qH%mu{5D|l&C_k&VaCL=z8;Ebbg=|^qcdK||QfG)n z#eq9`ZwBOwB6y1?(uNQfS}b^Ys#IgCh-<~?jQBT? z^!R-zSX9!eQH`XD{s@qILO-GCe(u;+9OQxdHg^-qi3*7tCMb!{7eKzihZuH=g}0A1 zr-Yk$k)aZa#V13mRgos#GQ$J>nTaEo4yiV} za0w#GI2TlusHrnFIgo|<2kY3Bu}DC&fgHJ4hqK9=-$#vX}s9nj5K{+5gF$Ajh5ENu7ThC zTMCEaxS(o@r-gL{?rD{T5uJ>AS4Ik(4gV^r!2@@x*Oy%QopGp)&qrsD`aOrBr{Ref zX4#rK7-Lg4to|l6=^hfqJX2 z3Yw!T6;G;_>G`9;DyFFFn3|)QerllyX{r3h2FVJMOeU#)Hl4l7j>qJiwpy(*RF7E7 ztV%(l)k&^u3a(2ku6*gKD>w}=W@g7pqDiW*n&p*qRi) zim1GoO7rTi3oEiCix08Nu`RfcE&qEF=?b$M`wb~dvj_UGzFMz3+pu}4uSb!xQ>Iq{ z8?Zx5w5PhKQ6~n)%9M_9v&h=C9C@lJX0$Wpu|GDLSnIU;TCQBFs8-9gVY@|iP_lPs zo(^ZMmFl7}NRDYcviQ1xP`eY+Ikl^LwRIan*&wrHI~07Im5Xtv;`z6xSG`tBubYY%1%lxFw&6+p3Z~Oiao-LQ%N0x)uL(v7OshMN7Dki=Zp`883Ufi|Y!4 zJ3nZeNGZ#ohwHkg3%kMEu0SEWaT~e3JGsv3radv5-wC<9JG{M{l*76bNNbQOa;%BV zyr<-_#F?egi?mNVy}k&D*8f{n1gpKMB&T!vRbNY=)f>Kx3z|LK64+37pPF9F%f8`? z4<}Z;<`%v2*N3HBzxKPcptlpos=NRkzydr6mW#CW>pf_Tz+&6D<@+%P46$S zio3b{x;K2iIsCp<6T&onEe{;T5$wDZysCAYrfs0a`!vLED-xGWp>(>mb1TIfjK78| z!~1reXM4b0oVBp3qnUBN)uV0G6Z_G`pYrG|~w?6#C z(#n~1yT@=W!GBBw!2ip_Hf+c^e8vzld0@NA zhip|HlgNuKw`n+4q)fc;DaolEG`ic!tz62U+z~1Zw;qI~t6a-n>`>%uaxDPLlkC5! z$Pi8t#lGBHot(n`BoEjS%e$Gx%go80{K-WpufglL)r>&|%fz^>1y`)ink&5BthOcV z#T`6zbBU98Jj?GG0q6X}&OCEP8koO2&$jHx?2Nt{wwp-2#rpinluJ#4jL$X9naVuS zrOdMijhkgSu?fw&3>~{0Ogr+l1>Oh)fh?HjT+#Qc&bKTP9}JSM+pYNw(iUwj7CRCA zi8)J^Tps9L$Nh0|Vp$va)uni|J84G~w&NMlURUY)=r{aVFZ)@FUyfLjhGThC=D z&OL0$svOU5ZP79t)@m)y*Vol~eWGz4lye=_n@h`qtwqf&%-QVEG0mV9o!A3g53>u^ z8tvD@2B_;R+4n2bof_4a_t=@dWt@%9o=wvHs;yHk(?DF>&1=~_O4nO`*NE-fXf4)a zK)Q7;Y=`ZYZfx7H&CgNYz=B-cz-`s1-Pf4i+Q*$imF-rHym-Ie+_ya)aLT}T{l5ZD z-NBvJasL|KLd)IN?cLyQ+~WP!$-NwK>e$6h+jxE6-96mp9og{x)~5UrH*3soUEl24 zwxhT_bt6r-Q{LZEjirMQ>)!9-sS;QducA_98Tw9$+p7H-u-5udXArG%pz>P-GQE? z4*!kkRDI}r3D$o6(sI7pjIKh1ZQv1gA{cdqD?j_IEX<($suo-XJhuE3%G(>*@w zX(PK?KIQst;;LTfIG(qc9_zBc=~|5mJ3bJpZtIzj>x$gJLhkE36S%GJz>7}o-HGF; z{@%)d>ln>Tdi?C4jsD^Aqg!(aN9{4`t``d(?^FrbxJTSoj_-OhzV%)Zo$2q(p5lL9>jZBloBG@x(d!9c@Po_S z?6@FX9Q7mb~fZr&+hA|`)XnE(3n zAWGSZzF;#?^YVV|1FrK_vIgzm*hB5}KVOeIj_^dEAN6Pq(Jt;IpY*d6^Y5JPP+uAg zAMrz9^*g`vbZmNBzw@8?(=Pw@7-{ojKlWsA8s{$IT#fW;U-G5S@+IEsZ?E<+{^xa% zAFST=c%S#-qwh!G^L}6PBHiEuPt=2N_2|I!hMxFr$oMVn_+_u}I4}8=5Bcyr7M%atxS#v4 z&-EJN@V<{0fM5B;pB4Zg{A+pq#9#b=p8Cvx7FQqppCA2JvHP&??bd(&=l>q}P7nRt zuYWO|is5e-&aeFCUlptl>`$NmKGFT1U;XYcO=jQcb3XskvH0vi`}ps8r;o<~0YKnD zf&&*#D40;;LWT_;K7<%i;zWuSEndW!QR7CA9X);o8B*lPkgn*tqZQ?2Bn>28zJwW5 z=1iJ3ZQjJ0v!=c=Be>ojnI$!_+cn&7V!5Mx7ezp?Zl8`TVI`_Wx|!wMBNtM}{%! z%eH<01|Ga1-@XYznu;J?`Eur;Wx4hnyZLnL)%6mmrt&yY>)pM7$BG!G$kO1=pGTjQ zX*oq8LXu4%U;g~t*mJyRLtp=X{u9ep9*wvD1|)Dmp0ca2Km`|!FSN>JNRUAZC#>$d zo)92U017wc5IFl_+pa?qM@;QM#k6~mI}%r95i%38cwi*>TBNZ?(D*7Qt_W@9u}8IV zJ8`7Ud?d2StPTWmAXVV#2stC4gz_l2a(n5ZD6hm4rzvxEsk|(|1d}}Ix^yB;GtX>t zOp@v-3r#oQlnBW7TnfTUIPb)>paZ$=GEYDAw2%}XNpkW}L;unIuu2LJWi-qeW2|z8 zMkl?J4$R4kh zI+>UiH{Ed`rD;fY-(4M*CZ%$p+eN{L+S7Mz3D>IgdW$#(OMiRX7Uiy#JPn=bnoq7I4D@XSb+N zVLrTZhU6t2A;%|Ih-tR%J|Oc3{uc}1BA-=1F5mcZJ zrO1IyH4$O<`-ty&;kyZ1@rv2Y2og2-v-IJR4+Qk0y?AKCB)Tw-{4!q_PtitCG4YMY z%2f%YsE0UgL4P-#V(#wvE-ac*iERTUAn8=PLE7UW1m#(8lMl($NrNaWFjPOfr)mprAh)+onH@UfGnjHM&dF*sTt(v~;N<*i0I zC^q&nA(gZwp%xX)SIICY$>bj+nR%#3hW~_)#(ZTRmpRQ%O#+NJavnDsRn1;1Ns)h) zmN+S;No&^9m7xHpI>-6Va@v5Ck`z`v<@qO`WgsT+1V9_FsX43d(@;+|qDy`OQ2gN& zo9i>J*tHtEyE+Ih3#FE38E-BupFX(WCMj=b8A-Y(nqtKEka-a3W%=8wyfGL zueDeUsn)hKrq=CkeA9zmUS@^44Dl>^XsTcDjPxufJ*G}gJ6H)2_&d|JZ6Ow{-pW?k zjSjZXUX!xk?{~$nlNq_OnCQPX-n%R%XwKej(N-JPTvL7kp^(68GYSS z+Xcc=&a-JL-RM@+<SO0-hG>|u>ZOHZAD}A+1dX0(t_=ofg|{x#5T9T6MnRXd*+>#O*h52Iq{tY zd@~tuubKhAagM9)r6h#RzPa3xM60^r4K8^dPmUqfcsblFXK$X1dTouz9C#JaHxn+` zU6-%f=R$gNZEW6faEJKd2tPVUu-9MJ*cIe27RmuZ8}*FkRQa z?WUvhr_U?3XNL&4nN#%qF?Q>4N1WQN)7Pszmtl>?yFk1Sq2>@=4gsaRW$hk#hsa&& zhwp9+Pm58;R}Sdkarl4R?sn)_Uhw#S{FZ^tZv~&Zcz};NyqBYL+=`dySvLjhCvG8a z5MDm9COuN>9shXM2L~6TA3E75-vqq(e(jLYy{LzOcI3JO0=B<>;!jWRgd6`fte42r z`L6C}C*`8lcQ>R9pSr+8-0zA5#w0Y9@K^7>;Mf;F>?t39>w}#OEZ2V1)v|kSUp2WL zlD>!|xmE)`1sOQW6F|nXv;r)UeM7V4yEpYCKptDR^k4;1z<~?ExeF}6?n{e0;J-e@ z9$84B{>VQFbT;m5J>8qXIlH_GaX`E%1&JH8=6k-J`4pyRMKzLNn48g#JrKtdWhK@_}-S_r}Nsy`{zxd22z2`sM>l!OXY8Y09l25b@d zTS1~z!~YLz2Jky8Fbu;UK|?CknKtaayz)QEI+FlAzX${=!!ko2nZu$pKdbmYSE(vE zG>$!tJT*|kkTZ*ma>AAh#3(tyB~-pZyTW~Mo~g})5Wo4!?*LIw2Q+<3>8*v8D7*O zo|w5!F+4e7#z<^J;!7j!Ik!7e!XLXo{i{Z6Y(W@;LaMWsIW)bxutF~kA^-ElWkj@T z^sadf$5wR4<3YwAtd@G*3M;%v({V@WYZiG7K3lUx@_|O@yTLy}#~Aq2k77(9GT zy8m;`KsroEjGVTE1jt+b#eGD+$ZN>K0K>aGoN_eBpz_DUf*X%iMRjpVAk(*Dw2LPE z#|QGom#mjy6aW#EF;VHQzIKhIjkAPsx-)JEJAUK%P2(5Zj4BR^bAGJB$xE3znMjmGYx;N z1#Hx%X3$H+q0AFh%%rr*tDKZhti6;38;7e9&t%7S@=R^;%f^vRM~uf6^GwjBCjZgQ zO31{`!1T$^c+AFx6WTk6L%7Ya`9@3xOtz%5&XCO+P{1s?s^Hv8|GC8O%C5v@`mO~3EE13CcE2CW-DebGA|Q_L*VF{8{z+{~Ms5G;^H5FOM< zUC;Z3R6KoC^_v7hRnqt}(}&zZi1bwW1l1K;13-mSBsEn>Z9WjyP&nOFOjSl53%i&c zy|3hgEbUZKox&hx$T>|zUENh$rBGl+N?$dTM7YR0CDu>O)%QczWCfF$Tvlhrl1*(^ zMeS8-T}58SRzEq^ZG97JO|RD?MsNL9htyVbT@i3aS7%Yzbu~~pIoFV^QFpZwwyRcp zrIdKZ*H7G6BQe%{1ww1JRe topology.png +``` + +![Hardware locality topology for an Arm server showing per-core L1 and L2 caches and a shared L3 cache across all cores, which helps you verify cache hierarchy before profiling.#center](./topology.png "Example hardware locality topology") + +The graphic above illustrates cache tiers on an AWS Graviton3 metal instance based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache (last-level cache). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture; implementers such as AWS or Google can configure larger or smaller caches based on design goals. + +NUMA, or non-uniform memory access, means memory latency can depend on which processor or socket owns the memory being accessed. On this AWS Graviton3 instance, there is only one NUMA node. + +If you would like a comprehensive system-level understanding of the memory subsystem, review our learning path on the [Arm system characterisation tool](https://learn.arm.com/learning-paths/servers-and-cloud-computing/memory-subsystem/). + +## Definition of terms used in this learning path + +Applications use virtual addresses, which are the addresses a program sees instead of physical DRAM locations. Virtual addressing lets the operating system isolate processes, protect memory, and map each program's address space to available physical memory. The processor translates virtual addresses to physical addresses before it accesses memory. + +### Translation lookaside buffer (TLB) + +The translation lookaside buffer (TLB) caches recent virtual-to-physical translations at page granularity to avoid page table walks. A TLB miss occurs when the needed translation is not cached, so the processor performs a page table walk to find the mapping. Page walks add latency before a load or store can complete. Large working sets and irregular access patterns, such as strides larger than the typical 4KB page size, can increase TLB pressure because the program touches many pages with little reuse. + +### Page Faults + +A minor page fault is usually harmless: the data is already in RAM, and the kernel only creates the mapping. This commonly happens during anonymous paging when Linux lazily backs newly allocated heap or stack memory on first touch. A major page fault is more expensive because the kernel must fetch the page from disk, such as from a file or swap, so repeated major faults are usually a real performance concern. + +### Working set size + +The working set is the data your program actively touches during a period of execution. It differs from resident set size (RSS), which is the amount of physical memory currently resident for a process. A process can have a large RSS while the hot loop actively uses only a smaller working set. + +From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts runtime. The compiler generally cannot reorder structure fields or split objects automatically because that would change program semantics. + +Common causes of poor memory access behavior include: + +- Storing hot fields together with cold fields in a large structure. +- Allocating many small objects separately on the heap. +- Storing raw pointers in a container and following one pointer per loop iteration. +- Touching data with little spatial locality or temporal locality. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md new file mode 100644 index 0000000000..fc51fc227a --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md @@ -0,0 +1,76 @@ +--- +title: Build Example +weight: 2 + +### FIXED, DO NOT MODIFY +layout: learningpathall +--- + +## Install required packages and clone the repository + +Use your remote Arm Linux target for all build and run steps. This example uses a `c7g.metal` instance running `Ubuntu 24.04 LTS`. + +## Install Arm Performix + +Install and configure Arm Performix using the [install guide](https://learn.arm.com/install-guides/performix/) on a Neoverse-based Arm system with no hypervisor, for example a `metal` instance. + +Install the required system packages: + +```bash +sudo apt update +sudo apt install -y git cmake build-essential python3 python3-venv python3-pip +``` +{{% notice Please Note %}} + +If you are running on an **AWS Ubuntu 24.04 LTS image**, you also need to enable SPE with the following commands. If you are running on another platform, see the [enable SPE learning path](https://github.com/ArmDeveloperEcosystem/arm-learning-paths/pull/3186). + +```bash +sudo apt install -y linux-modules-extra-$(uname -r) +sudo modprobe arm_spe_pmu +``` +{{% /notice %}} + +Clone the example: + +```bash +git clone https://github.com/arm-education/Orbiting-Galaxy-Example.git +cd Orbiting-Galaxy-Example +git checkout -b my-work v1.0.2 +``` + +## Build with CMake + +```bash +mkdir -p build +cd build +cmake .. +cmake --build . --parallel +``` + +This produces the workload binaries in `build/`. + +## Set up a Python virtual environment and run visualization + +From the repository root: + +```bash +cd .. +python3 -m venv venv +source venv/bin/activate +pip install --upgrade pip +pip install -r scripts/requirements.txt +``` + +Generate simulation frames and create the GIF: + +```bash +cd build +./baseline --visualize +python3 ../scripts/visualize.py galaxy_baseline.bin +``` + +The script reads simulation data from `galaxy_baseline.bin` and writes a GIF into `assets/`. + +![Animated orbiting galaxy simulation generated by the baseline workload, showing particle motion over time so you can verify that the simulation output looks correct before profiling.#center](galaxy_compressed.gif "Orbiting galaxies workload visualization") + +Use `--visualize` only for understanding the workload behavior. Do not include visualization mode in profiling runs because file I/O alters the measured runtime characteristics. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md new file mode 100644 index 0000000000..522a2c3d4e --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md @@ -0,0 +1,97 @@ +--- +title: Inspect with Performix +weight: 4 + +### FIXED, DO NOT MODIFY +layout: learningpathall +--- + +## Inspect the particle data structure + +Start by inspecting the baseline particle model in `src/baseline/particle.hpp`. + +{{% notice Tip %}} + +If you are using an IDE or editor with an LLM-based coding assistant, the `AGENT.md` file can improve your learning experience. This file provides repository context and helps guide the agent to give more useful assistance. + +![Screenshot showing the AGENT.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.png) + +{{% /notice %}} + +The baseline implementation stores every property for one particle in a single structure: + +```cpp +struct Particle { + float x, y, z; // position (12 bytes) + float vx, vy, vz; // velocity (12 bytes) + float mass, charge, temperature; // properties (12 bytes) + float pressure, energy, density; // (12 bytes) + float spin_x, spin_y, spin_z; // (12 bytes) + float pad; // padding (4 bytes) +}; +``` + +The ownership container in the same file is: + +```cpp +class ParticleOwner { + // Stores particle references used by the simulation. + std::vector particles_; +}; +``` + +The update loop in `src/baseline/baseline.cpp` repeatedly updates particle positions: + +```cpp +for (int iter = 0; iter < iters; ++iter) { + update_positions(particles.data(), NUM_PARTICLES, dt); +} +``` + +This baseline design can create avoidable memory overhead: + +- `ParticleOwner` stores pointers to separately allocated `Particle` objects, so the hot loop must follow an extra level of indirection. +- Each `Particle` is 64 bytes, but the position update only uses `x`, `y`, `z`, `vx`, `vy`, and `vz`. +- Loading whole particle objects can waste cache capacity and memory bandwidth when the loop only needs a subset of fields. + +Before you optimize anything, profile and measure. + +## Run the Performix Memory Access Recipe + +Open the Performix GUI on your local machine and select the **Memory Access** recipe. + +Configure the recipe to launch the baseline workload on your remote Arm target: + +- Select the configured remote target. +- Set **Workload type** to **Launch a new process**. +- Set **Workload** to the baseline executable: + +```output +/baseline +``` + +Keep the default profiling duration so Performix records until the workload exits. + +![Performix Memory Access recipe setup showing the selected remote Arm target and the workload path field populated with the baseline binary, which confirms the run configuration before profiling starts.#center](./setup.png "Configure the Performix Memory Access recipe") + +Start the recipe and wait for the results to load. + +## Assess Performance + +![Performix Memory Access results for the baseline binary showing update_positions with about 66 percent L1C load hits and around 26-cycle average L1C latency, indicating weak cache locality in the hot path.#center](./performix_before_optimizations.png "Baseline memory access results before optimization") + +Look at the memory access results for the baseline binary. Most samples are associated with the `update_positions()` function. The `L1C % Loads` value shows that only about two thirds of loads hit in L1 cache, and the average L1 cache load latency is about 26 cycles. A cache-friendly hot loop should have a much higher L1 hit rate and lower average latency. + +To investigate further, check the TLB walk data. As described in the background section, the TLB caches virtual-to-physical address translations. In this run, the `TLB Walk Breakdown` tab shows no significant TLB walks. That means address translation is not the main issue. + +In summary: + +- Average load latency is about 26 cycles, indicating frequent accesses beyond L1 cache. +- SPE samples are concentrated in `update_positions()`, confirming this loop dominates execution. +- TLB misses are not significant, so page walks are not the source of the slowdown. + +Double-click the `update_positions()` row to open the source code view. The source view shows that the samples concentrate on the per-particle position updates. + +![Performix source code view for update_positions showing sample concentration on the x, y, and z update statements, helping you confirm that this loop is the main optimization target.#center](./source_code.png "Baseline source-level samples in update_positions") + +The result points to a data-layout problem rather than a page-translation problem. In the next section, you use that evidence to guide an optimization. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md new file mode 100644 index 0000000000..4999e508b7 --- /dev/null +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -0,0 +1,163 @@ +--- +title: Optimize with MCP +weight: 5 + +### FIXED, DO NOT MODIFY +layout: learningpathall +--- + +## Optimize manually + +The `src/users_solution/` directory is an editable copy of `src/baseline`. Using the data collected from Performix, refactor the `Particle` data structure and associated function signatures and call sites to improve the L1 cache hit rate. The baseline result showed that `update_positions()` dominated the samples, had a low L1 cache hit rate, and did not show significant TLB walks. + +{{% notice Hint %}} + +Consider how the `Particle` data structure maps to a 64-byte cache line. Also consider which member variables in the `Particle` struct are used in the hot loop. + +{{% /notice %}} + +Once you make changes in `src/users_solution/`, rebuild the binary with the following commands. + +```bash +cd +make clean +cmake --build . --parallel +``` +Use the Performix GUI to assess performance changes for the `/users_solution` binary. A reference solution is available in `src/optimized`. + +### (Optional) Optimize with an AI agent and the Arm MCP server + +If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The code samples below show how to connect to OpenAI Codex; for other tools, see [your preferred coding assistant](https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). + +{{% notice Please Note %}} + +You need an OpenAI account to use the Codex CLI. + +{{% /notice %}} + +[Install Docker](https://learn.arm.com/install-guides/docker/) and pull the MCP server image. + +```bash +docker pull armlimited/arm-mcp:latest +``` + +To ensure the MCP server can invoke `performix` on remote machines, pass optional Docker arguments for your SSH private key and known hosts file. For example, use this TOML format for the Codex CLI by adding the following to `~/.codex/config.toml`: + +```output +[mcp_servers.arm-mcp] +command = "docker" +args = [ + "run", + "--rm", + "-i", + "-v", "/path/to/your/workspace:/workspace", + "-v", "/path/to/your/ssh/private_key:/run/keys/ssh-key.pem:ro", + "-v", "/path/to/your/ssh/known_hosts:/run/keys/known_hosts:ro", + "armlimited/arm-mcp" +] +``` + +Restart Codex and ask your coding assistant to run the `memory access` recipe, interpret the results, and inspect the relevant source code. Your prompt can include the remote target, workload binary, and source directory: + +![Codex prompt requesting the Arm MCP server to run memory access and code hotspot recipes on the remote baseline workload, showing how to pass target, binary path, and source directory details.#center](./codex_prompt.png "Prompting Codex to analyze the baseline workload with Arm MCP") + +## Review the optimized solution + +A reference solution is available in the `src/optimized` directory. The baseline stores a vector of `Particle*` values, where each `Particle` is allocated separately and contains all particle fields in one 64-byte structure. The hot loop only needs `x`, `y`, `z`, `vx`, `vy`, and `vz`, but the baseline layout still steps through whole particle objects and performs unnecessary pointer chasing. + +The optimized version changes the layout to a Struct of Arrays (SoA). Each field is stored in its own contiguous `std::vector`: + +```cpp +struct ParticlesSoA { + std::vector x, y, z; + std::vector vx, vy, vz; + std::vector mass, charge, temperature; + std::vector pressure, energy, density; + std::vector spin_x, spin_y, spin_z; +}; +``` + +The `update_positions()` function then walks the hot position and velocity arrays directly: + +```cpp +void update_positions(ParticlesSoA& p, int n, float dt) { + for (int i = 0; i < n; ++i) { + p.x[i] += p.vx[i] * dt; + p.y[i] += p.vy[i] * dt; + p.z[i] += p.vz[i] * dt; + } +} +``` + +This removes `Particle*` indirection and improves cache-line utilization because the hot loop streams through only the data it uses. + +As the graphic below shows, the baseline implementation is on the right. Even though each particle is padded to a 64-byte cache line, many struct members are not read or written in the hot loop, so they remain cold. With a structure-of-arrays layout, all particles are still owned together, but cache lines contain more of the data that the loop actually touches. + +![Animation comparing baseline and structure-of-arrays layouts, showing how the optimized layout packs hot fields together so cache lines carry useful data for position updates.#center](./data_layout_comparison_compressed.gif) + +## Confirm with Performix + +After optimization, rerun the Performix Memory Access recipe on the optimized binary. In the Performix GUI, rerun the recipe and change the binary path from `/baseline` to `/optimized`. + +![Performix Memory Access results for the optimized binary showing 100 percent L1C load hits for the selected function and lower average L1C latency, confirming improved memory locality after the data layout change.#center](./performix_after_optimization.png "Memory access results after the Struct of Arrays optimization") + +The optimized result shows much stronger L1 cache behavior. The hot update path now has `100%` L1C loads in the captured result and a lower average L1C latency than the baseline. This confirms that the data layout change improved locality, not just wall-clock time. + +## Measure wall time and memory usage + +Run the binaries directly on the remote machine without Performix to compare both wall time and memory usage: + +```bash +/usr/bin/time -v /baseline +/usr/bin/time -v /optimized +``` + +The hot loop is also instrumented with `scopedTimer`, so you can directly observe the speedup from the change. + +```output +Baseline took 571 milliseconds + Command being timed: "./build/baseline" + User time (seconds): 0.66 + System time (seconds): 0.02 + Percent of CPU this job got: 99% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.69 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 92720 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 22655 +... +Optimized took 279 milliseconds + Command being timed: "./build/optimized" + User time (seconds): 0.35 + System time (seconds): 0.02 + Percent of CPU this job got: 100% + Elapsed (wall clock) time (h:mm:ss or m:ss): 0:00.37 + Average shared text size (kbytes): 0 + Average unshared data size (kbytes): 0 + Average stack size (kbytes): 0 + Average total size (kbytes): 0 + Maximum resident set size (kbytes): 64044 + Average resident set size (kbytes): 0 + Major (requiring I/O) page faults: 0 + Minor (reclaiming a frame) page faults: 15500 +``` + + +| Metric | Baseline | Optimized | Explanation | +|-----------------------|--------------|--------------|---------------------------------------------------------------------------------------------| +| Wall time (ms) | 571 | 279 | The optimized layout improves cache usage and removes pointer chasing, roughly halving runtime. | +| Max RSS (KB) | 92,720 | 64,044 | Struct of Arrays reduces memory footprint by removing per-object overhead and cold fields. | +| Minor page faults | 22,655 | 15,500 | Fewer pages are touched due to more compact, contiguous storage of only needed data fields. | +| L1 cache hit rate (%) | 66.3 | 99.3 | Hot data is now accessed in a cache-friendly pattern, maximizing L1 cache effectiveness. | +| L1 avg latency (cycles)| 26.2 | 11.7 | Each L1 load takes fewer cycles because pointer chasing is removed. | + + +## Summary + +In this Learning Path, you used Performix and the Arm MCP Server to identify a memory access bottleneck in a C++ particle simulation. You connected the profile data to source code, found that the hot loop suffered from poor data layout and unnecessary pointer chasing, and improved the implementation with a Struct of Arrays layout. You then validated the change with direct wall-time measurements and a second Performix run. + +You can use the same MCP server and the `performix` tool to continue through Performix recipes in an iterative optimization cycle with the [arm-full-optimization.md](https://github.com/arm/mcp/blob/main/agent-integrations/codex/arm-full-optimization.md) prompt file. This approach combines measurement tools, code context, and focused prompts to iterate on real bottlenecks. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.png new file mode 100644 index 0000000000000000000000000000000000000000..5a4ddb49ac6f05cff1e99287470eb82f1629c599 GIT binary patch literal 82482 zcmd42Wk6iZvNj9^3Bdvc*8ss~a2Pzey9akCFt`N>Zoz`PySuvuC%C)2>o?i^oO|xc z&i(y<$x3ET_v-HIs;*j9Pt^p;$%rDo!F>Y(0f8hgCZqrX0Zj`50g3Y(7ToeFrJ4!? z;!UxcprD+%pdhiFosF@Xr4a;#SWs*noRZ=krvGTm-unzcZ9$s}O$e%tfaRq8uVmlk zJ|aS+HZgI;pb85^$3hZhQ*vO=tGz|Q6l&L|2+Ysl(CzRaY-%U@@k8^Z$%RzIBj+~6Pc&cGr%10${Hn?pv~3P9(kRA0%Uq}QY#9-; zG5ow!_Ya)S_##vI_LUwaJ8JP5?-SUCcZJgoa&24TAqb;J)!5#8re0j!OI*KaeqgZJVI;fRw#|C{@X(%olGc?sI`bnu`m%T1 z`QgWokmNZGXKGXfG>%@ByNrJtS!xO%RRcSm3+K)WQuLu7E;F%ZxB&KRD7JQFj`ylw zZ=<>fh7z>Ds(#n?`xZAioG}p@-J8L5OB({Cghzu12a!8^bZBvQJo3ZkYs~2dV<{`d zwaMFC58m&YZ}=(BA9F@W`$8onF;gLIYXd)^ZIAShO=2OQ(|v<{!;fJK$)k(-BXR`) z3&JS`FEPYdAIi5V-ytwpeWZw?hdQXs3E%mkmBSoDD5t|7zCv1k%Km$#7X$$z6nPzdwW zZ(mqTG)TToE^S6X4k>D5&fK?(-UWU5eaU@`-J$xtx)o|4iczOg4Q&8nAmrfOzehCK<9ZNE6fJH@yqf24YR`;6lm zMJx#*=0N`lZ`t|gBaR+lMu=?~Kq8)O5H&2Yw3|{N_cKpL)a*xYS$BSSiVq)hXtu~O z=zF3yD3qxj)b=x{%BM`CxCdf3g(b*>#FE6}#Fny~vYiZ>=Dr;Y$Pn**V~@rgFd2yG zPs^s7z??udtG(3NGv8y|d%ris1da0wr|}0`f_uW7ge;~RL+t@HLnNaX!-Pr;!y+Rt zBbyuZ ziA7aMi9+S2B(HiVx0e5|sJd`b=`K@3`AS||b*XT^^j;3B#JCW%wDyx#*}O}Q>i(O3 z`hD6f{VUS_8x~z8#jw|5vA7Q`_blWrH7rjoFo{hpqvov>3KQpJ5|i_#4iXkpNts8v z!;{OU9vTlY%8?Rz#&R?TJNX+xT;Ma1Bt;{|GeumBbjfrHsj;LHhu z#{K+#$9>Ud($xvhTSQaXPrfOzEwDsLVTcAu>^QY}yzB~$`q*1|tav;Ca=a!y2If-c zRy`lqjD+l@Lq;5cpY)M*L+;PqnIF2$aLlQ5gjF3d@h~z7w+Q=~i)<7Llf(AINy7nj zF|qv#Td=7-sd(95-6aN@e#W++a+0!JJaSITZNp=R<=A1NXApf~enRd*iF-$SD|<)yO8I^j(CVq9r{$;nr+Hw7DT_fAxMdxrm%amg9d=Y~bUx(&6a(YpY_tqdGQ9dlb0g1zP!%njjY&(8@Dahw01bo+hQDw z*dEwAySP`0FQwEtqg`QtiHqHhEso_W0;!bfur?>QHaa3zleRsW4jUhn!1K&vqO2|)nsAR(f@|LH$Lj3yM$AT! zmE1yb?U|!>Q$1;`K{<1JRo+m}!L1Eu8v#d#edc}k`aq>(w<1hluFOta>Mkaz4H)fe zoNZz@`c(DV#3mVmZ^n!F^sxt_6>H>r!cA5O)Z)Azb&)eNR6TU0ieFlNHFrbMX6|+6 z+$QL?z}ja)@Ji;DmM;RFEK&nXO2e_oQzuey7!A9iHS%(BtHX}ty44xMb;^zt^KolK zoSV)0b0b_lTn~y7kqY;Ov(in|z)6Wd+}VKM$y#e)WW-5CxrjFJfakeG^(xh!Sr7A( zN!X}WY8v(h0iJWkZqKe{$IyVPpI84=#Y4^6fq|Fn;~YC7JMX>7t?|Cq9@kGNxaEbG zlZ4kv&X?~mx;FdPWed}Ac_(>qJcFLjE$!}97iR`-$X6O$;XJ(nv7D?Qbl)T}D?s=m za(saKQU?b?-1mwf2jWY;sfy|-Hp_#Ku7A7Ny8021L7-j139PQhwI6A#F#(AM55zYC zckJ~nZU{>Y8XS9EXOS}5q%~!Tc*a2Pap&3WHsr@H*Nlo% z{GDL;Ro_TW+*n!~f*O4P8UhLu4dNB}4ifwqBESp+`mcKk2y*Zz1jMT-e+W46CmQ&l zTsqXhd!cF5U;X00*Zp-;^0q313M!lYkN~0(AiYY1q1{XubGk>NKIM_XkcSS zuV-kZZ$$5GW&3Lg1h+E~d~0O{(j#`Zvb44bI`feH^#l-n|ErmSg!r#VKo&eCYSMDV zf;M(W#BB5cdH@OU8)9N&ZaYI`pn{OdzlMXq@sOB;K(;^z1}7&cdM9Rj8#@yQMovyn z1^^QS6B8Zy2|9ZhYmlBZowYsb-;?}%9w8%p13NQYkeQ7&@vnLH^lcnKJR~H)7W$t* zf75B?Z1$g(tnL4`E${{ze)TXg(gPU&Gz?^B{C^Dl)${kTzxMU_a@@Zr1In2>8(FFg znOT9k3MP%0iGz{*uVwzx^B+S09;s|^WG8521s(|E{f}7wHTZvb{yy-pCDs13BqM;0 z)Y6Z)a_YF70|C|lp zH%XpkY!DFq5aL1tO3sjnDR9Z?Kd<{x2)>g`^UDE!^dT{n3NhTU+)iLT9AB^dGMF*JHXJc;0{NB0d23MLNWN#UO!1BmT#g-r;le z&*i`^{L`rE9V7?z@H9eDWc>fQ zQ~Bgq2S2~tZ4Kt+*iwJ^2PwaZ^EQRf#H9sPLiGllD;Eh3b#eTGX7GbzG~W3ZYMZ4a z(S^#?c{RG!6n~yh?bmd~Kg@_LzA>i$kv&V$`na?cT7awngML~l7PW4YF6Ted;jK@~ z?<-u9Vbbvj4)H@(fH{vEg1906Cz%C@K_FrF_@~1Baouhb@WixCp?};KB^#KgcX+Ot zQvVPOSWs_6z!O*W1OB+(^jR=X@|L^mfIprxS||*I580%=3^pa3CBv}}E-saNU9fYN zMv}nb3>h@BM1H?F7}*lB)CzPIqIQKdQOU{s;s?60|6q>y6l#B9hyKsOtxEShg@R87 zQBx(Fs<`atWIqd)qa|>2NxdzJ%grXq)$6QNHn+D2&y7Ni#yh25%ckSzxu%Bw_bZTp z=c(NG>zH3UqPeL)no=i(JGJtj3AlIak91&k*6A{BzmzSGUZ7m0G69VDh7R_HK*YM( z9}tBWuSHafW%*8&T)hU!1_awUg#0(fF18r$&FX z!#LJ#_j(fOA42^8I(tgjyF_xK)=ZJOEict`BoyQ1+D)(#v^*Lo>RwdaBx%^pz>fm| zjv4aMk=bZ}svZ`>q782W*HGTHOatTA?L^j#HSON)Kn# zy~8+y=p*?YhrZKQS}y?$v|AcuXjJLj_;C%u2O(!``dcstO?E}hM8^F|+sk+0m19hD z@@|u(?$@3qn^t-rHv%#qw`+<0?8uw_KGFWbttL(0Lqxl1Yl}gGk5QdsdjG8{-U|H0 zMx?ao)7uhDjSdJxK6^wn*Dchg_#$e_E+cp6#|t*yu_3V>Hp}ify!u~@wVGrGV;LyI z@K`G&@mbA^9-=h6_*g<+F_1Jh=8c!|5iq%cvA{2a&lB zSHZ{iSj;3PaZ+r?G@T|M3^sjg1ety6Fa*<~CLb@4^O>eo=)c(riAI?Lt-z)V)p7|o zFCih2lLF=S#=xZsqakQg{Q0AK6>6pY^hta>!xayp*()CRZm9hx zY;J(jE95&itNG2HrDm6qUlwV)MDvMbXRgp;U|8#D$KkAl^n7QlB--`r;BGuWjRqxh z%$JIO#A>mAyqRN0xyY`^PpgruRI5oPFTrv&;Fi^5y3z1uwpQ9=X)Y(1$ls*PKdjRA z%6tPy%GRid2G2-j2yaSJ;i-P~v&S2|5!17a)ie<5NC#t&S#e;HKm2csV-(LnD594B zS*t)Hr=Btzhts=&)bBH^`P4VMq`JXdc=Q~PCasGS9dG|jhPFrQAr;y<4OWW*V^;3V z-El2Zy!09Ogva}Z6JzIgu`t)G{lSa?d`n<&Seh=ZFA`AS;5xaXvMk(xRym9$OZ4Ua zWZsK`BBw5BcgoDhY%bGJnP8IJ-%MSz*0M(AMF8$92KMS8AZ1#EH5?KDwxtIN|JL`r zvJ5h3eH z0|6X{;>rMma3dE*&pKesYUQy33(fnui_U8ORU|MJn{#mFBqmz+t=5xbu5^kq?7L(N z#E-TWgWAo`K|gfL`DJ+bpz+qAUde;ChgMeo32Vqyz(82Nh17ZZH(mw36`PBBE7kT| zCOT00_Bn-X!6&g|0yW}D`n{@J-A<}ozc>XxL(|E!HYTkarH;o{O;~FCR7ivU&fGl` zn3>E5uN>cYxI*tT24p}HaU9b7Xz>D;Iypo8O|wKG4zs=8nN5bHrb{#uDmu45Be{On ztTi>Z`({IuhtauQI1R#ZmEjQbdd0urh2aU!}yn*NOYHgVYS_ z4d?NVVKTFZu4|w@m;~A>84`NFh~IWkCYK1GZTS@j)4H1_*eBQT)8vgrWS*c1{DtUP z&oQyB-_rYTrUO1HQU0u^rP8KBC*YR;;8X$dTpxu%IQ>AtG>hBm>iUWX5cX;zF!Mdo z<@{X&yO(z3uWQ;g8jfj$t)41tm8n&-3KB|i)mlit8!G#_+HdeJ%Q2w z9?p#cif9$>gNA}{TuD>;+Je)2P$_D0nfg)wP@hDloYXV3SQe)X)lShBB^|nGfDs9*ozT)Z#JzOOnu06rL&r%kBCg0sLSvy2;Ty0vSnexoJ z&EORWceu*vFwdfyY*#?f6y(n)qEM`rWD<61YE)nUy|K1us$kM#zMndz^Aa^C_Kj+j zqg7I+PYTeMFd7sroLMU1d#{k?>cAyiYy#=~Y6P`$wNRy`aHnoMw}anlELOEk2JB88 zHtS~dH)XxtE<&+rMF7225Gpo-qea<*Eb>nRKJ$6Ue1LYheMz-m1f2|=J6FGmwJz`n z?*k|_?!y|3l+NAf)6w&RytKLgZ{cnyADB%>Bq;erVlVgS1f96=qo(eW576gPS& zn$?+yR%)g3Is(5JDCWW68t6@=cXeixiaxzxLBb`=tWpDqfAq6!+38jm8LygRA9>xs zN;l0lyF{15PskpQ5-oO1uAh$5qLAd5{Z(iFc95rM3;dPA=JI(H*A#d8mso1Ubl6%4b7pUR8-^J zkC)OS8S1!Gl6xhx>58e=_llm0H=bz6uSYC8MFol=pMAPEFpp17Mf^-QnL~c&ray9? zi>x(C@^sPj*`-|fDA<0qiGO*bM5e-DcvB@$z~%n;_%6K|O{|~;>g~>tMEbBAb|Rhw z5ZH3Orq!qxb4pPs=3=){&YrXrL7>d&$P}YYNchd4dWSAHhl?3L9v+t1f4MhlWgZx^ z5eY2;gp`8m@CbWo%10)p*3FOSRIFoF=KF&e?+Hakq~}dCT|DyhigsJP$?*tno|Vk2 z23rtnP7tCuSUj3sT#!{|Du1Adt!ihmocuQ{my^IhD5?g5iR)mx7>36#0|-qGhnAp* zTx_e4Fe|1kQ2lmA{@+STSpYr3)Y;iFTdvnaI~|FsT&NUDE}dvw?f0t7U>dzWKiK7B zd+xd}9#$bo;%9LgGmY5qW+*3!Ujqpf`JE$*daHYZ(zF%d!E}j*KZ0eXddw0-vNfSN zF$Q#b(Lkfaf#p%`)==ESbPm|sGhA8|7v!Tm{0^D$tCPzyqEkfB5uXhVY0_BCY!6Q4 zNS5s2Y8p>O^0U2d$1KK%R{{sI`%??@V9hcStWksehf`Sv&7@y$3mSiIC^$C08u{OH z`a7s6#`LbHZNw=8{9pJ73AAas*jF^8f2uXOg-PNIY)I(3vEFYY`1@b_FiriG)|eu{OX1hL-(G_!M#~Vw z`JEkq;WMFVV4AY()v;UX}_upyfX zjBtOXDG?rw02;R|{qx=bOWfRGasU5&voUl~zO66X-)XgQud?f`m#CB2tb!AJ#lUdk zIz_osTNBt+&^!m1!-DxJOkQp}P6CD`J*0RnW=dmYX;gcqOg=jPQYEg^R~COW_ZuXX z>L-_+#m_q_W^{YKcs4Qc8+|)82InzUc4{YGTeBPC(Kc;QY_w0AAq?L~+ipo{!@)}E z-H94_!}D^tla@0C2`82|DTAOGezKw$Kt!+Atm@+} zL)-m?cD4-1vol{fA(-STbm!{^ldWw{o7h^b`L9$j9=Em)N3{!^)w~{tQ(%Or3x#ji z>3m{{9w9me(fw(d9dj!@at{%F&fcMTTa>k^jPSj1-x*Aq-feC~ z8%;!aw>-nHH^D>#>&U9%ys*e{t<&!r=kazU!tRo>Ppr@5I==mxsJ$Ccu&75m44zp z$#jeu?3Gk~SaF_|KL1fQdY`#sy0JYqdEZ}awQ%URa+BD49oq01OtblOMmxHwv~@l% zCjeS3eHZ%t{CpD}WU0I|G=2Bey6K1<$#GHMcqCqL5H5dBFDbm%dG-0hh~lYqgUjoH zuCCu3c)l-7kbpY8_JAPR!z{~VB!U!L`^BwEhp%CCLh_0BVtX`B5Sd5m)SW*yfY4K| z@t|t!E4pk9_-GAIuvyNo4oya5|FYE^LR5dVRzXVFzqS99hl9?XP8h~0-%GRQV!b?l z)4HA8T08zs(@BG<49}I4%f;19&Zh=DyAzKaoUnmtilLXMl^1mbIHcqV-g~iWn?PP2 z#|WP5Z#Jzs!~k2+?pVh;-)-7UKc`6=9XJxF>jAl#lYJwAE^XPyH3Pr&TL+~Qxy6A_ z$M~3S7b9Fl4<{`YVYsYsLYyG6Nv5*t`6bFe_(L-6UR~pHkux@j2w?>nu!0 z!xpUDv~s1>=)p?|UQUQ0rn1Hx$clmu6A%iVH1k2ltTF$|l;ibu6-TR8Dbxts(_a(6 zZwgykHUC+7=l7jKM_b!{O_=j`)%U4B9S#V%&x~`F0)rlcUPFReMW>6mF8y!4mI~hk zw~E0h(`Tno)28LaN$W%DqH`CLo%BlU`69yTkmcw%)G2AN4zPw%#-n}!znd$+@oO); zb_A4KqKp0X0I2CO0l42GCCU(R4L+HFiwEds{zzn%EL1I{7rgS@e7qPz$0k7L*?fz` zond%D>w{q#C1+tl6)Jn2-hCFyV#c8!1fPP!ynV-RB}@oALA5C zgSXb`M-|0?&ul#M4IE()ey7tk+#SoX+l&-VAUZHvbiJUPXwh`ye7c;>aXMM9n2Ni* z1!-R}p|DFrW^W`i=(K(+eVS?8%nYHA!lcufO)&UsxX~LHo%!X&DS~h*2aNOE#e1Hd zJ@r)?%+y-tyyKe7!p^!~NrSV~tvb?C&eC{v6F@^M5vSH$P~XkqATMr#LatXSP{#R;2y+4(~H!1lII zX6485aO@odW`8`RL3Wm-Eq(#)8*J)uo@=$cqq>z%f4tJV%58>thJb^Qts|^fja3)t z@nn$UVcgK@`H?GeUldnb-Q+X1`id5%^knm((*}aj$ZXm!DMsY`y2%tYiW! z>gs@9Y?55sFfjFkrmU4jmiH_>^ueuo*vhG^dt4Iz(}6xXB{NNVhS77%opYf(P7~5l zgKboCqwSWkmgP{SG7S+NSu!PL(#6Wa3Xtp%GQ425$@BNqGY7qHgqbJq0HTlQTDo5h z&yWX?D}ys8HG1oT?H8!XNZ6sd?NyaGYb`k+{oYh&jb!w_E^2#z9x^<&`4PW+vE|{7 zc090cq1`!dY;{$&m1rRP?Vz-6IoE{yx$R|6j1sOytLfT@KtR{o7Fi@n6C|KrY=p5V z5ArHNCBODBA?SH{XFRYAOEwwN70Mi|Pg&|&_HzN2lW_2IiP;)ng@l^GLy{B51Q zL8E(KwHosrsRUq8nP&>Y{;a+xfJC=x+`18Cegk-(5jo;ulLPzJY%*88=M6@V_EKZ5 z>2hD=dcD0C=y_jJmX9ue(AzzNynJcyD?Iw9+mhcZg3UdgtKqojs{oNGHyk^om|lb2 zG8a9ZOjUeEA0PXati8@eidc{#lIua$Fw%tb>CG}2?3QcutWcqwoZ+6o!C$E{JYVnM80{03&5ri_eV;F zsRBvNdE6{nkkqr6Ya>mUBrqD}{+Q{x%autXcerX$(9iw-nq-l0?gtpR;?Bn z?Kmv&LLQHL;$ZP-T!LGw4rMRD$<{5PZLV~XobEIpz zc19*F2{AN~1ZQlhDRS+n3lv4QozH|d-C!4@M1fLp9X`n~E~f%~@L5^qut?M8=2=b1 zYn*4d=(6z@6YwcHqcM{7E#0ByYO~CVjNJp@Hx0;3T_Q!)bYC$2}4r2 z?>3`0Ot=Z9 zN&-qF++_f&AkL7_(544O>WU}3oYN!6^b7Y(CqiXhxNZHx2p3Ej57(Xtr+c@p)|Ueq zxAAsI6SbzynGU!)YvQJp)+R6Y@?ApA$wt)+z4!D#B8SKQn)O*fokh7l5IFTO&12hz z>9UYBqO{hHc!+ZDW>6i`N6&CCI}x?4YF!FfkD6ut+$6XGyMiB)Co`J=$K7ijd5xPr zzDSYgPSTfV>w{k!roFbk_73S7%rwAoVd!sBo5jkKH z9xU>Z+6VOJame`bvd>)S^-^Z^@(LwJ@M_-R!%JK>D*7IP#Jmuf5ryY)tegy+x;$wN z9Q=aV)9-8ZiI!Dw7M%EWkS#VBGcD9~SyU-n%0@UgKzt=Eu1qe&8y=%CV<|+9g#vf| zSrL^d7f&dQHVf0h?OOugyBI}79gkF}X}`F$B~cW27Iv4xcbvsHYj(ws-#gn0Kv;Y9 z%+8M8c4zz8G_sXv4EsC>p=$%%(thsbWt{tXM{eN`H05r6n5?u{<2Cx>9Q%|H+)tN^ zj={T|p2rP4hi-vxP&4lBb+0xZmTD*_%0pHxKbaJ(qJz|i%q!?O_e6B?a}K6-6K5mu zxsE@fXnniciqoz|RZ)9bA6YoD70=m^531WzAjONi#)wMyaQVdbIMb@o!r38mJa_8{68H77%9@;;PR7WutL3fpFfmk^k z)fI|52iGN~z>{hEFCF^VhjY`WBmS<9z|{tno95?P6JPrq0g@a3%q!s&YR@4Og7u1f zj!=Y1WYXtTec!mKP9O^?88xdMIQX&Eu#EF~&UEF;B+X4_*|jMRdBw^gY!ZdcYOA#`L$jL#Td2%2Kz_KQcg-}d4rhSoA(}#@gPj%VZqiKo+ z8{)O%5i#r$K9y8>s%`$(O@hm<+{#4UVLDW(!r?0t{3+5On}a8QaWIrTOO zfU7k-49T;mR<+x5vl9K@*Q<88<|qr=PXi#?=vp&+FGm=O{hUY0zjYvK{0}Z6?Hv@ z!@C{Tr?#jQIDaQO&bvxysmsJ2uLFrFOn-@WxH*sHiglJ6Q@#Eo``I{LgzxQI`7|~9 zMRE2HJs@r&LXSg6H(M@s#7Rzt61{SNeR(Ft(N53W9Ubh(Rg>M|qNin-K5fGCnIq5= z$s1$@@(j_+D&8+6z#YpD$pCwp*u70>ur=wYh2;KmHjv%*){|Sayl0X3KFY48HG7rQ zCk~UFkI-ckwG9Y}Nwq(2nE0ILv5BoEN5zqi!UJ%g2FV|Ary9KEAyBu1;~P)y!$;e% zxauf8j{rRDT?(Ny-9WQqRP%Vvpp1Z)>O3MNz0{nAKCT4&j&cV?``)UncT1V*NX3Q( zBFNpiJl~2-)7?KW!gZYcKAZNw0asQeRzR7}_7+q2zS*U;=nY#~gd?ySJ6%l~2wN?Q~{dEd*ddl&pH>)&D@;AUJJ4Z=(xgu4!*d% zxX{cFG#2%cvqu76UV1E@R~=5z)0);5R1o9S_-YmUIi53D587p|(x_j z9zfYzdRonFh$6@M9zPhbTX-Il?H{R-DJ_!2Q{S`(tlq8SPwVd&Ww`?Epl|R)sS|9$ z#6@$8g3xlh)VzVZJB(6UN4cbQr`)|ZLp)APDN^U4!J^#RM(01m#mA&a)NjM2l_H6C3TDD_s0`h z$6Y^xVOZ{mCJ4T;u66VchYD_H-GJqmn?*^l)v_2DbE<$4)m->fFgnEF3%?2(0L#OB zYBH$jI)`;%JSQ5kx&FauHQn3p=TFt4Hqb#)tE;E4>PxhKe~a+7yYXp?covr^&~%Ns4|2=uN!yL~6xISVQ26x;JvLh?6%PP$ z*<+OF+S2=d5y0A?Ew{9_v5eRLn%&?7NZYYzt2Ru#c?S{^EnYEf{2idu{c>Ei(zEM& z+?0LAHALF$KG(}@PBaYj#bY<4Q>jeOrE)D1t8ks_2PjYm^Zah5vU%g z$0Qrrc)hoGtEZ`7uEbAE<*>2JkbEPxoKuqvQxI)hpBo*p>qn3dea2Pu$hMV+DhTpa zioErm)2puMOwwu!ES*;xBo;JLcrMFzg#>_FY@aSbsX9!JV1=`Wt?)F@Z|7P*UGb`` zDUBMJM>AypJdAK7iJN}oZQbJ^VSlo3%l>1Ju0I8|9^~WFVN0}UOI=(VjP(@~NOljZ z@zED}R}Zdtk@-%iWz3^`1WIMcuMP5n>?$$xuBV!>k7u)LY?W)aL9o?NN;s)T^}%|W ztj2<*S4sHZ?*)!pjDjJyY14{Z=xxhdpA)SF1Md7Y)A~Tdd+NXw{1BBEG;Bt1!f7z0 z7cfP-*8{pj)p{1yL0 zxZXRgTt_`Ub`}ttgY)-vCu9+f`iGMy*~TJNC=0`GH$p@lV0Y^%B?_|tcfo4kzN^O4 zspYk>MmE84-YQ+GoFQ(=(C+!4ZfV2rdqzz{p{5NgT;%iXnfmM{$)KVn#uZAit#hC_R1u|0sk3c6hIEg}|3m{iWtSJ*}? z9yW_CxeLXTq|{S4$N18=-RE_{GB53??PM#Y$zDHwqR6t+(sSHJx@?!K?Pn0`W~j2U zWr-9RpBJO>R+*RUZA7v?HJNCrA(1oQl87DNT^;O0_#k52p(l2Qz|g8Y8ij<%rhy*{ zJFA12MWb76TMDj#8=>Lb*WkLX*J7RCWiHLR@!3QWb{?6=$T_R@jeOg2uXn~v3k%YF2_A)*=MXG@kB<0*@L@9!1_EVgMvo(aoxDdxQIL z11G5gYRNYO-mzKy8m|oxSo=VE-~hZQH=f*e9q@*G`v}>0$>iSasmA@PCyuQVQn9Xd zs)UgdCR@E~v-M=RzFsTOt5bj? zH!hP@H`me5J)fW+yTduPRNc1RaS+xkNy}wC{A?cJj3v+qnQN~bhkio{#RJaCS8EwB zg4{z9Kl@{6cdfcq;gX|F?_JPUkGrShYK}~p8SjDSK*N(RsZ%W}{J+AFysxX0K2JqU zeZw6k={kvvi(}S=93K$VWV-b@lx@Q)MdYEo#@1*91U$IRMtdce3P*+yL~vVYchAzn zctF24l=IkHbQp37t#%&5Ns7a^`uR+n!Dc|a4B@PfTZ0UpzzG$8>gQ;3>1)}nr0a5h zfptEI5Jvah{qo6^saw?1jEb*%i#is*JFjdY`TGqt@U=~OUoM&NBvh?7rcUJEwR7HJLsZDh<`EsG532nWTgO zebmw27Kb{j(CPNfxZ7cwsUC|i#Bo&gvgZ3>?z`@2rsI=}>+sd-Po|6c6{Tqvorn~r z#kxuGTrw?Lq$^&NJ2)a<9ra8iEAJ^ek4u6i&!) z1E;xw`mc;_WdOu=YcB=f67YzpqgKtiR#&M<)23}p6+H~MnA&q7CvJXlbatdzKb@lL zz+3A`-5dl{D-ucB7A5*ar9)iqx` zCQMHV4z4zqj-7bxky6$k5-y#{t}E{KS#D5vr@^qYVIs4>!k}+{Y$bCy zFqYl!!McBq{S1ZGHI^-|zyjI2s9Nw<7SSRcX}Eqv2x!MYGD~Fc1_Q}cs*8UEMzAld z#AWTWIV;4Q-D*M!T-RkJKTC+xh-?9(cU&V&h=A*vE6i`EyG-&G8T1Jlh_>n0Ln4-ogcvPiJh{(uU@4FYpRZX>kpwlMMCY`fxzf`kSdN*Akm`4-uf5lcVw+q==3cFoH==P)H zS>vNXgQ+LDY_0zdM`)v1Yz4`}iLV$TpxvOxW)ZKz(OKP7q%O1v%0jJ#@K`zpOKbj9 zZrNSk3er3GHd!3 zXSHt^b}7LaLwda2ydykWEwwEU!d_D-Na04nlUC)T@3lRQu7MjoDCPdxxN4o z6&?59MVUunx|MN#yxjNB4%|&0S|Z z!v$`Sd3%p5IUOi5uvfa7troP8sdOIv!MA~{#F%O8h^S`ojC2;?SOSeCO zTDXEEa*B7BkNe?d0;b_}xY|l)(Q|9u#T#A`C(MSkUc9ST&td(s-cFK^Jy1gHwjU>! z=O}_8onxxhrwcn8`xs9sg7^dmzy7e0W|rTD6cMI>)`|dNPtew_Ec9U&Ii7TYu%!c75;fKG_eIaw^T-&LFT-nd>)Ccb`IrgVIwy2f z!Xt|McXgW17CO#Xn;DPw%|pdc1Rm}Es^H_=8+(=nK_gDHHXNQ0WrLC7EwZQ5)mFhf zUpSQ7mFdYV7ya5$H0LzR!yDuqZWh1l_sbZ%@ z=h0WEJ#I?XCmj1~Lr|~p}I_1JeR*r!&FBvb-Gq`cH+Zb7S z<_Ah9wC#`mT__JL?3*1RJgJNh86sP3$VEx4kHQRGjt-p9w;NWVz(qgHx1{ZLQWr-D}RkZ4<;0u8%<)N->;3ZS%|KPal)VRA><`^c+x%H0Owf**s zOVR;|Q4tZvAMBN&aGQ1=F(N_uBktJQtKJArhko7puFJL|u&t-50CF?G}w>9y7= z{9LNG`=9bGF0d`5`sJn{6izeW^dyV%{R;boMN~!L@+V6=D$4$iRBR zSVDFKC+NPTWSOTr?~8}@IlY^_Ex&$^=`Q3uEq%~6)tu3oq-A0gB0cme_}Qq7RTh?F zo>rJqCA}Erv2unVXjIJKP!WnD*5wbK006gI)^9(iZb%r8fCZFiB_XyAs37~55v3%A z!nO|E!&A$HLYT#v=GWw|F)1J(%MgUa(?{XMBz+RbqBtm;G*&5Oe1*(a37X1iIS#D%xuT|7-r5=>JxB~KW+znl9<;q9k*?84Tkj~SI zvgb1?(8$+(keSLO`sz4)`Jtb!hrPeG&hzuB_2J#?Mt?GM z066MXP)Nmgi4{*iBpV-)LV&$)K8m65^i{AFxex8cu9@3CVl?hM6~3>)WnTQ|uTR}l zal_}b{a`~Z8*z&fz->XKU$jS-Cb=o9y9KBOFdVxo<+oNb7y9<+Nl8V+SPWoYYr`i2 z+faS`HKhe$h_m-ij4vuCK#e1S;8Qs7J|$MDOLwMuk!o4ww)at&X0@sHf@z~v0gxy! zLKKZs8XAyDHH{e=xs%YZGIr(A!m{HtisIe}mfl)aHaKxZV)aqLeWs#?JogY$r3+>n zBjZ;hjR4YfRI!gqlVw~tl1|m<3M>h+;4hk0#P#2W72Z&OqJCZfK>U-!cO3cUY1GR> zzNQIgVQ{G+q$uOFT>`!5n}BiTGkpIQ{V>R#^YdDpqp)#~c=VG+@+C*K5VlN{nFiB& zz1e(lI*|^zlq;Qog+AZfR4{~jp*D8c{UhEFey?#`-MO$hN|ac6X3+}uZn^1XZrv9f z!@EYOGx=u8QB$DpXFjA>@?#moo7DQijp$ zdKNpRkadz#yT6M?D^vLm1xeM`ghF9vW$05wYFLe$j}Foqv|H9=RcGDLKulrK61d)K znmvsdfsfW$*KV(PB3&w!_u+^cx*|3Ht~i{Kh2RR@+}wPPxta}DPRbPMTOQdXhnx|L5%&g-NS~4%Vy)XnsOU{pWp1i((^s)rEh6+9KKV8lKp+J+M49!=l%^ ziA&;x(#k=iKq#S8;wM9SAoMjV2lA2EgmRDk2WMjEiS{!cwvxpk7|}mOe*F7%^yN&_ z|575}SHbZ|L+$r_lEUqM+w`krQFiMkij`m;_|~Ch02vs$)elVI&5=9i=z5PLnz&R9 zdq{i*wTUr8`{D{rtt5 z3;s@T31%&Yz-fH6QWZQq4rDyWSWXNEaWJdHANs4p)0tK9%?nacf3~;)eRvF^hn~1* z%B;b1T_DEmHNEpgG_Q$5*S8b3EeDrWFGwyAxe?UxxIl?YVOYvfkOJstFId9>Xd|2f>Q1C*4zzr{cScKp8T6Yddd)fk!E-7$Le zzn&7>K6xQ;(*I^x3IPhx_K(85mb9N@tSDZnz0;A{d6)E+iIlHh`h47g%x4q>0c12S z(g9EmUW_D_$!be!rlL0=ygBJQA~h<~H+mj6PCo~SO)0uRIpN}#+9M{KuJ%QMcXshUWR|CowPM= z4*^N>HYn(_s|L?7i1_JIC7 z>B)t`QN?c@G%w7&67YeK(5&1l)9w?Ly}SX42;&HDcRA@8)KF4n@5RWyMOnw3=|iWe zUJ)~XYTDAAz3E}-aPsXnI^;*z6JKi&4?A$5;{*&HzvOML0Y_A5l8ouJJWp>g5N*`N zV;C-rBa7(%$UT#9sZrI^kN#g40JRZyB7WQDlxslSw|+10Z7UazFZYJ@=G&gv@4R!y znIk%oMY>f|Jw;Wzb#;cV zU>@Fe`jAUueD_|zG{xuqV9G0ot%yWLsf1du^TQ?e{(z@Es>cx&Z}&8*J&wmf_4GN! zD(oG&{<f5lztXFH0a?QlrUkB`c*XD)43MLU|fvDs#?7TgL+L{<-mPR7wv2 z63otW&tS$UYzaN_VB9;AkV$JHr8K0ntpHyKS6i$v;{2HFCrH;$Br`hUeVS^~YWE z_b6cc1cJ~(h0fYs_$_*!!>Nr}JWqE3TYbq>c9m-Z@Sov3Vt~@hmNpV^+;z0%2rgKG z%m#9%??;2~ozcA!>QYum$$-utt3=jj^ImrE%ii%%#hmTedCk<+BR5mfcH!vTvh$sH zefc?o$G>mG=;zk;8AMbj!|8$`7s1Ba=kbw3B3$cXpYb-F10=oNyMa!ewE7Lvw57zK|fD8PPoUWLn+i#ad#AQU!n#ZJtA8^qw4vY7U&vfAv~e z7pSM-E9zwtHfo*aSp}5u61DFnF|$-x#V6cEJk|a`huBWsWjt_ymrCD zC=3y$Gc`@$#HK%iq_V-6sHhHcR85W-Id~7}NcYQjKaU;e8{hjZR!%f-0tTw}csJuC zEQj`_RB5bx)h~qbU2;2ox{KrQza?8fFbmq|&;;RN$&*?x4zH?LbS z_>Aq|WOVx~4CRaf6hM9#u;Lxz#GGBg&?Piu$a@|>11aTmn3UR``z@J!7DL8PuS_j@ z$9Hd;)K&AJUx1t;2=Js1^zV^6R#5#s&X=p6j1imp&&wN2W#fAGc5QJxbAKmOpn}g3 zv|;XEwX`DDCQPM@^xQPwdS=HQUjv0Hj+?B!+tJwb58*X^isWVIDC&cVu5e3m#wW`z z!&+EMnNP@m)sJuO`)-|!xXf^A7OPg4+1Le9UD+pRK4)-VmuV%14^z<^Q@2E{2|fYH z8{di1@Y}yTqiFSbe0^UtM^ks0kTc85tXP#TJTv>XVk-I4)@@+&Nn$>-7C2;!is^me zXvlm!kG6Vp}u4egMfCrYPf!(Z}Cj9-|x47sE2dSj0)vkbIVM zyP$UW&?V$gr9g(xSf~Cdb|YbBnnT~Pfg@ALMIUwVy=*D?RA}`xlXkgwdUi%5v>Y-u zFatTx!!O!aVwtNY|Jp!Mp@zQ^~z2(!3p}bD+fJ~=; z73kc)lK4X}Wd9iH2ZH1TU_a4FDm`>VrMwT$T%pB$A^%hsA5em?j~B;Q)z{y6ZAf^X zeuTjA0kDODqsjWcQZD0USheKZtdt*^rWbcBWJS}yfgJ6;HNDxVc+LBx(8{ma zjs>=KgU8$4&XeOos|L_{`-o5B1%j?wKQ`ulwn;iR@7#Ya?^3=WEP2~{`(5_2&F^-` z)#bKW0^KB&n-@k1=9l6>o;K)!dsr4(=fY_YLo8DnH9{h!9oH# zoJ5z8Bep(Tg@E&7`4^b1L^@s3o<4+FnE@lMkSj8sa}B}_yu!GZ&oAvX*k0#<$>fI= ziYV_t|2<`2VAV;8bGI35ZRbyU!cEWk6Erx!H=yuhucytu$mSl$`luhoQc7%UE1g5#YfwHtQUX~RxF`nLQ1cml%@U0!E0XH)hf6g*x1RY`b zo4ZXEd{OPn7{80lUev8N{iLzHA0$QX{va@`Gv`C)9+&035Gr3O1^vh1BVGH->wM)o zx%ls@(}e%I(z#}p#_r&Rjr866QJvk4A^7=h*JTI2d34{igFf(>f*4iGdqd%4R=~YK z)7))Wz^qL(+`N1eYMig*c4fC4jQ?EFI=A=m9Pq~dNGL7BQC#L``TSMu^<}l)-$=fg z3O&)yfR>9LrwRBu&ee9kSu)9Nfj=|bZZkkKDYwhV$e0t5l+4wo=_^gsNQ(dF<$Xym z9`&^PWcN0<2>d$?O(ALad|E{lbSwI~r{DyTB$240he~ooUztu2z(pnA#$wK&C><8A zTBwYNj*|pECZ8tOBD%tq?;8tENIyJ=?ufUF-Pp0lmT5!w_&+@#R4jn0j|>)mm6#6L zCwmB#kEaNDwXQJDEma{tm1VL&oqkf?pPv}}%v|Z-Ft{vWyO+#}yMMcuI@@Fr_W&Aa zwXewP-knU_af~;kWcC+g?Dd?q1OGaPx<;xL!xNrgrvQ$`B zNM9U8D2a=7=O7ya30AM=kKzeE5Gw0(UW{w8H)Z^AoV4YCji@gY@9RrP zmI*dj|3rX^6juzsnkhbQ>6$J#pX)t{cb-iX+0SFTsglFmw`j-(_LPHFksPjSoq>&HR;r)zU*vz|OYZ?;!ZdF1i@br*O0egqAJ8Wrl**C-xLyXh2H(}xaFLCHO2b`R zw>;n!yI1W>xMJ{L2rcf5VBx!K$I&5GrGzr#D}ml|<7yX1{TdnH5BwcYy9zSP`&^|t z7!<$?iMNexI!T~a_k{B_u0-a~=bZZszdXkOL_xI1CH5Eu8m_6NRA@d6bEGVBNoiGq zWwQW|3oLz7n&$3JP$zUf@`tH7FE5t(8s}OK?;((x@!PSVy3fND z{rEx!nE zCv4=HNM~o*wK(vrI&2kE32a;w?ay;;MmUe)&K;fjXEXQHH3SsIY}zyD7x}YwaLE!( zhVamro3T;qIJ=6^C3J;Kdq-^;FGzt_Nte&hBC%lTNm6m zvjv@#o|*PsV^z{L|11{siiq^O%&W5BT_CUhvSx!5JkLlqep5BDzdbfwUwJS~_%;5! zHZ)4-m)84;#V=L@~``BR!j5!q$md~~3Kj)_#+kl><0n+hwP%I^=& zqm$a@BL&ws9T$_X(KM!e%fE3T_R0N6^U3`lze+b;TrP`hU19?;xh3}UoV!Oz+dUGM zpYN69Dpr&{%D=-_SuN`FS*@0v)~|N73oc%YQsG|H9|q3vJ|19?w4%V>xcb6R4}Z`B zuKv4LhK=yk$iN)eOOpAZaH9em)%gY7eQ(ZODhS5jBd_)bIB3{B4>fT*f?-E_PGCv1 zfK3O5`w0JT%Q~CMDLZ8tDofqx3-Ah~n7+L@ZkjlKvo}1gxrWAFi5eX$7Lk~1l~S;c z8xcq5x3%GQV(fAlmA-tH5P^_hRkb$fa*TY(;G~#v8zuOq)%x9CXCg;X@WeOdE%6VV zeJTaX)|;m2eu8sPJ< z;My_wI)n)2U3ui^JO+LQ?Z+JVOq9GM^otLfLU0V_ePK2(2J7p=;(3!=uO}6_(MHM8 z_vv_65`y2FQf{H3a`TG_31fPOf1{W$wn-7$8ms@ESRs0e)x6{UpX#fzV%#QJI#PjfnT}6~ zT2p1sRCiBqmEuVjS!~%EMw27RvPc^QfhHpi$LO346X4Z*{AsM7+YNl251b5IS$BNoI^;*J3sYJ&e~MOxp8it%%KD;M)F0G-k`ok!MF#7PfSvTC9%;J*w$;EI zsZcJ(j$YVHXoK?rP7l(&it#6U>Te{bxalDz7moBmW3RVxnX4vV|!{k%;ju!rp7XuW8{6lx5drR7@*U>2Yn zwEIuDwpt6|{-q7ipMpV)&8YrMy`hwShxlq+=n;{19+x1W(B3H1sdjc(K;<_cgZ^?{@hS>VR`xzk zgXPfd_VE)O$e5c9+fuZv1?*3j#@@_al-0O-1g|5%=Hf(7$~gMY=Dj> zq-dnZ7+>{b{M%--J9w4h!=^yI^pME|7TPN69sK@bo!Ra5dwC;Xx?E;;YX49miYU<4#`aj=`?VWVte^wXWkV@ms zGV8omKA1|#5SyRMAz}>{=)L;>-sVsLyDX>F>uf%&o}RwUO9f_AevFcMlcGPLvYGH0 zFcukub6#vb5Jr7j$+LgR!{wZfx*HNrVp?pfP#UJih`C`o>dRcseKVa=L|F=LgkF`b zKPPCigE(zWdz;veyWqb%#f`molLf=DFkulb#yi5Qbw! zW9KUh$mqGHEynfBw4)hER3s^Qja`4Ox zUv-dJzfe?lqb8pwnkR^fNC>~qO$GI33@=c&ZL6ro*B)6Q+C;TiGT7!$c;4qn(}rp= z_Yi*A*OvMD>~}P0(;qzM!i7EtL?4Mj+#-zjce;niZK$8tf9r5~2XdX}NqdwVi?n(! zYKbT>*@1(sRVj3hBWh`MOA{OJToX=o{V~Bs0M{J9W$!zmcl7d4=ab`OpX@shf?hoc z3sSIaFLjIvy&!(`fp(cjT9(v4bR=AW!4ti=&2u@pNa6JKnDLDP&Hk(+5`+BItiW4t z8=_MovNXQ@~}@TnMJU?q^(uN8pXO@VIo38YEmaI%@|pe+oM=O0Y7&F#0?{A4-$Xe7 z6cB=g%arTqA~)x6OeZTGjK*I1MO7p^O8%=SFl_YiaL z)2ZS=C^nLcM;fq3;Nx=2m8CQNZSM;4OMHQn<|9YafUarp;6m7)X_4*m#OS_q{D|$n z7EO0l8dn~Xw^3U)06YyyaWy@>+%b~G#hf)8WafydGxU~$2Menj|7iYrbm+sXJqA9% zUX;#QG)oRhb69>8du=f!r7qTtXdH7I0_}`qT>ct=X*2AgFDn=ZU*>?Cl-x&Y9nKSnu@tT#~MWXzsG>w?9qdNI2W*XVnUN6i2 z$h(ygCS*typD{;l@_d}hRXWYG??F{i`8?&DN;6t(fia{C)I`(H;v~6g=N?nP0%igv(XxONK8PKq0S2S&LB($Z8?yqEyz9KJerlX*%MjT~ z=<@w9DV0F!c;a7Rrn5b{X7R!K7ccq~g81i3Y2f8WP$1>;my8lV#Ft(o!@WS+nm}WT zJk%K{HDi{dOJK-g`$!*+gppb)rGBsN88SKmPR0ZW85Jh^PvH7ia~qpt57^+p)&W3? zrI1xX2(eKx1t#U_U?4_uHAb&Izgc$nXC=NLan^t2-D@}KLVXH5)iFqMUyLywb0ziC z>yb5mu`d0*JM#}LMOvTPX|6E$xM?zq++kd_{7;UQftghbc*gbzx;R}mpt`_eK<<|S z4GxT00e5OH!mP$Q)@q6NTSxeIuq@J~Ema1U+wbTUTwGsXy3tb`$bR(vE}BLTYr{@H zZomNDx(L@RazGk>U7`z?Z(HA$w-3=6zW%&2wcC#zt1%V&sKDvqHt>ut$QQ-Jn^pDY zHP#+f8Fzpodr4eMYIqEEYNUy|+1F9VI20bH<~2Zp|V*N0FSpy*4dk|}illd;=lO4$ty zXGL8uM79jf;mwUIjaU*#LoxiYF2Hrt+2{A)=CcgSjDjlK9N)hB&t7^>;;$nAvnQ<~ zjAF%87+j+0)h`(=tc*3%+Lz^LzPvNT{SEVeYfx(H9!zmF&ME!!1ADG!NXJFHPrmrn zezNRFP?mAYm>6}*W_hT*4@AS-TVkE$o1~Yxx3Mv8{3uu|8JDVmM|-0$N3xrWD;XEj z^Aokmw+n~iQv)ToU%;$-!Y7ClT*L3dz%bm^nFWITJj!QrP^qnOOgd>C(?3fV#&;wE zx?CxsRzH^!$^_`RmUn6Ym9KlFk~$45wXb@oF^JH6V*UNa|2%q%e>lPvRrFK;A!lik zQGlUS*G=s}4_hmn45>c)cas!;WgF2i1&~k&?=Lw4v-1FsTsBH;CK}n7QHkLE$j57L zkp)uy9KgAEh23>#77fE32R&IlRD<-7rS}zpqD4juC4kKP3Y9$iHZB0pe*(fE>y2km z(6zjm-ROJ1brZ?%IG{_B{Cxh`>qpb3EU?1}-+ZPfa6-J>=yN&=;b@#~oan#98wopw z1f>n{|0Ld~(4kb_uBfdv7F=UhnN9*vQncg-0Vax!3bFC){1HFeuae5w- zy_QiiUw(Uie2#tZqE-zc_=S08?WZRpA!01fiw8$eN2o$yuo`t5QT@-hp+ydoqF&1V z=OCni#(Z83fm7#cRr<5a)VYr8nlN=d=PlMaF!8Gn& z=MoUnQ1GJwMI@fRrUho>KJ25r8Hn~h)LOwwwTRKfvP8oU^IkC{b&e@FqXf$tW|te(#i;SJmFw?Iv%3InXbOqYrAxlMrkPOcg{Y z=9gV$SYo-65Qo}!xh5|Yvo`a3#@6S;J|W;QH}I?fPgM#+7lC!MRwSd+$fKw?F#cMT zlIY)P(2wS#3wmFfAwtfXI%q+Oyn(smAwO#j079?$CYuPoChAYW7j;W^9Dpse>=_aN zyGr~%(BEldw-q6j@cQ}VUrg4@I}`0Q0}A%K{V%W0BnVsaSz`_fG77u3F-gAIZU3)M zLR4z=f79&-358r&klLO**z_{dg%eK#7?3{I7ks66i9KTP{i~ami#l#;ZJlj&jdFyD z!L`LrRM1_CRGXV_3UqfKZV( z(KgN!mNqH-VXd{cZwC8~%S0i_-0nT2#p2Hx%qC4PA;#pagODwdr zVy`bM|Lo)@q6zmE$N>d)GXA?JZBQ-Vvr%?gJP0f2aw+5aOa@Pquv;tS`)r!@Tt$RH63H>I$m!z`v=9FIb%MCzKx+2cc_7ec6zQ?5x~4E3PeKa?QyjqI^teU!oUH@o7?IFMqGl07mdrTh0>^ z2kP`b>U>kiVuVUzzflajRd?xNQAJ^lmQGx%`NyQ`C$aTeztg9&N6KPszT!eFS_upWuz}R4j#rK^LX)$e6OAV?G;sqBDZnU1vU;6uI1osTf1W z7){E>*%5-~vLlLspa>$r|NchVq<<*(25-H=TJw{B^uu}-dxeSwgOOvcj8kQRMBj0U z5<Y!}&Pm|O0|Fkj{`K%O%Pg-<@c2vw zSFmD9)lEx%+53CNCeHd%-`I8EtDAiZ{FjsHaL%~l3c4Ek^C$%OI@&O|(kH&?oq8hM zrw_yfzD$ZaE*+M>9mgr!Q#T{YUxdxjE>`1j0{PSb_>*x2nj0qKkp#w5GiT$UaH2LM zw|Lm+blmnvKyBp5=A3+F@9Rg#_oQjFSIKwQ5R77AMxJiqd_T)ICQ+DN!9S>Wk zUiYc~`-=8>q>GHMQ=KgZ_+`KE$=3CANv3y#e@LId?T!5j3wmr^isi6&s4ec1%vZp2E|2#&Xs`ct3?4 z0}OvArFpGIl}5sXZe`=e(-Ji!_atl&*hN4cxE7OZt=Q?g-_O;|O^f%*$-RLe`wveW zUy3|JA2}y?It@7|-EluJkE14zxN&7hF-%N>Mh!&A`iF^b-~^Yif?}$ff5e3a@wJ+e z)nWO%=wR%0I7##8cs_<DBsi3iLdVx5Sf4&urZ))9>%qqkJM(>(dk5Z@+5I+e&*8hhi` z;=`aSwSnx?3$5jTw#Y)l!}j9pcidTPg;x0a1)g_4%UDl)Sz6DOWS_LH=J2{Lb2%S> zi&HslxoM;H6X7>`^4~=L)csM@7(vy0JS?5lbVI4l8BNUCl~~<1Dy{HqQp}<1w`LBy zLE3mBdb%o~(fC)Jvu&@gMlDwEyx*MF;7#b@51zpH@eW4&qr-q?g;)wEO$QbIE0Vwq z(=RU?^OE`waF1B9pJv^15d6{fsNEr@Tun7KHlN$NN7y;T-e22?v31XloH|HSE6sVw zZI?>6pz2rET=rN>8PpI)Xy#zF7hY`?02=zpBQ!s1Pj(9b5R-SC?b6x(^ijR% zQFzCke$TMECRuU$9&W}B(2|b0#U2a0mk?pLwVp;LWnoakPfGauEZ~!e`#M890`A9+;pm30vb;`yu?%q{r(#yV>IDB=E|6@zaxg ze{7ndW~>v@ka`0M)`vI+<1s9XL@MwJ#d}K%e>4!#Ar-LwR`pt%95-HujFjV#9Q|J3 z4+f4OOZOi?rsD(EIaL;;Z^!Y%{6%8?} zU*p^vV_YtANg)-uE86OKX725kzTQ!%@zTZ){UJg_;+49tA==kJS#OPeX;K``Uw7RC z0v@9tuZOYpo2+sSS8rKccaCho=(rAkPj%VX_D39MAR1227Wimg({b}a$!l}RRRYRs zcSx7C%;Grw^R}%%v+U63L(Mm@sl6?0;w!s&&+NM66&i822fp`PlkMk;|G?#9tdlLi zQQT@9>nd;mU|2vo`t`zR-*=*?&E3VDuIKQl zP~1f^JzLY_LC}rZImtlh?Gq+sD-e+6*ae@2$WeZMK>Wkc$*&x%BijDesR$CH+yo{Y z?O52;B&M6D?Zpk4_O7n$@yPaxo8-!+aA{aXg;MyTg~={f`w zFMi;4?>(ZCuBs*s*7Dx@ZCL@L0>O8btM9C9A*MD+cM>;u$tA8^dFSY|4V)c!pKxW> zyFEAfBx>&-&!b9XuqUC#xfoJkIYZ6%I$QgNP&JUKX%pv?=G3U zBS(`2p`ZM+kBl-wZ877H*Y*VFhfEaQBh2U zy5A$%60)bMzUm&G#<2*eh<;yjOrR>XLm_C#a=YPQI$xo$$*NPq5<%lqqgvJTu?C~`=f$WEM+G4oyp#eC|^c$A)hP2R|5I!VQ1zX_UA`FStivSc7L_!z?&-6 zp6?mh_?@9aSM-XcuilcJeE&}ED=$+UT`(&nFIUVOiM8CW_X=GugL+R_TIQoPSRNVN ziReAl|1{iy{H1nUlfiIER{6@b@?Ox9@27cY6xo%my{4CE-iv7|;4Ud1X@U@9Zpnn_ zGBz|G5lqn>MS@|Q{V<~Sr{4B;(Obw?kSKUwExFG^@wBx zS_N_H03%X6P;2?uw+=)FDSh6*oPW|^oxQVDP5GWlOKGH4LMHLKns* z)UY=0-Fa9-eh{ta`ebmnUlFz?#Ab6=fSmKc#!`IAipb(q!w)EJ>JPQ-mdWjelcZRn z4^SqrXMW&s8n!L{Bhb|DxxY*PJD5maIQY!bJ^pbBVALU;?YD#75J}34GS z5zTg2yuaalMu;Cx00@+0R8EUzp**8SH71jT=bkE8cL@Jb@E6Q@fDTX~k#g(VZu;zM z`&{qSiPHhbgoJ}R+b-Us=(~a@K-dF?SL4-u=t61C=lG5GTxaY~5&cDZ0iCx(=%*^W}a^ezOg8n~h?g&FkfwCE54_y|-ilZ)1MewDtHM+DrS_zd)Q!At$g3 zaP3tlCb3><*%!sm)U{0G3cp^Ojoj|Hn%a=~gyBH1vtlrnTcQr~d0G7J#gQf~E_=U= z$GY?3ffD@VJ8|(Og6x)b_=?D1TD-HTQt7r&Vyy|)mzF(Gz4dgp(O>T`g-_Iiv7Fao z2tcESKF70n&<&u@#MP3Ao$WUpb)^JSb2}5UoLl!?e=m!H4xhG&T{1QUzcKJ_;qAXv z=4?xt6lS;!9x}g7CSW)`sh_Gd*Yjrang8epcV9BdQXt_pRBGQZ=ILPvNv1FIF`jjR zByD_Fit9dns=;`KbzTlr8xh-r0PM`k3jCjpL~T%D$L+ts-oCYe`7T6W16qstY`sS z1+U`M7ga`-2}!tsD(*H*UkcaywaV6bw33@^JK<*Wssl*C_T2g@pb zE7a2MUg}ipUj8JOcLlwAB-uElyB)iQO@=I7tzu*;o4+;*nTz98Q3Q?3KYy-I+yHij z| zwV{C*Ft87(X9PIiDPRofy$3DSqKDDM z8;aH4M$H3?)%AABWz0O%!SmZx*7u1&j!kpE-C9Z4!8Ic1oJN0Q{Kfi&$BhUUMSYKE z+Ko1;k>YO@0wuq-)g8n2EpzC+*V`mN_~)K-5zXLw6Glm?aPoMWazBRZ9&&Z=ePKoa z8D20xA1WaTjsGH_LlqAY`)Sm$BpnxHQ+hkpzNpQv*l0_w%%JGcA{JifUgY7L~j`~fNPbsExKOPJxXEedl+`F ze!KnQ(F%jjDDa9U+ru9RbP&Hs=FdVmN2IaF+PVv0*M9EbRIKgHfRI$&UI zakAAZK^i4ntk0LgL;u?~jyJ+yuZaxFu(**W$ZFCsiOJG0{3KSJ(>YM42&Hq)T2KY| z7YI6(kREQ%-ZS%ys_uBn{JcJPW7X;SQPe+0n1J8dWejxq0R3)vZu#&LCWx=R`Hk*i zrfNNmix24b87qdE8+f=ySy@Gf%Z;3Qb(*f#uEPN?)GSd;MKxM*E!2#-*^x&L5El|= zE;7oDFh4<2yY7@2>kTs!bx*PPm~iNjdCA+=ILKj=uYA`!7{-ma3`8S)8pZNv+Vlmf zz8|Lir=aNb(*xF_dlqx;J;aq8$JH2P^9VVDzg&`c1i*X7P^CcfMdXauLzGRlTB4W$ z8PYLNXu+7`ObOCGVQ2~Uear_mVNG-zqUJ^`&KzRyi(SL-V{cQ7jGz0H7kuoNb$i~F z4$LSJ#zzFQMw5`uUBF=Xztki7$svfbqI(bQSY{_-#`t$u$S zB1*x(Q-(_2j(UL>R^4YPFQ=!KQ*& z^wD|NXH~lweeb9PVBAtzvNRh&tx`4no4vJB-S|?>Q#=%)u(VZ-wjVHh!Gg zFwHE}RA+yG{WdFV$m6!k?@_}F>AcSqy5a}Q@^8v^WM0LeGuU*aWG5sJLlrr9bgyRY zf6_TI8)T(-z({twt;rq&W!YPs$(L!DvvOYFUT(Bbd~TXm6*5#*mz;_HP9k9gAgMTO z2*^tv)U7mF7$OK33PM?f@*rcf8@DF0YOy#n$9iEa|JHgBd3u03Vo$YS5Mp14yl;O; zPBTJGYl+$3Hn^)9D(}pPjCTGUaF_VE@mwzOPquRSz;)6l-It0OQ{|UWG{=iZ(fio* zwSqJpyq;&`W%_*X78QCk1&ck2zwF3VkOo(vXhE>dZdyI-P#WZE@)!*$=^v1mNlj!4 zDV-qc!bf7hOB4g$sO{n;mB8LHDU-hCsl%{uFBo%97=eLV_c z>`*DBA@Po$cA}u?JAILai-&Tq@gn5Uf?M_|p)^b+rg}9d$P2$dt{22_lj4$^$hr3V zrv)hnqU?>Oe(pm--;z{GiC-V$X|WIt3Pu^iev$k;mnPx&H}MM-zdkf|WNUOUi6RTJ zm^f?h7Gh`di9A_5`6vurQjP+_)4y|;3{s2>-W`{8Gi2nIF%|Lsc)7-Q7LD13N`Ix| ztPJU2W^c4i2w|xzk6fkUf24h}?5DO`N4Hs2I76oi5g=-av_)tPgZ&SCj;B|6Q|X-b zvew0sJAEY?zgdwD)-)1gINDkEH^m_c&!1)Vg7hZ7=~4rv5qJEO@*9jL1_Ban)#x}p z+m<-vwgP;vFG+QFqSuH!3MnjO!_H?8O^%c;O|8Ah$hXFx!H5jP|7eJZxPZ@a=Dg5X z+nRJ+@`lIZ5WKL%HX&A7?-lNO`!N^R3}(!0E3F&@zs5+`y{W-W{-?rikZvh+z*F?u zvnkI4TUxG<;4dYH^eW}b`m1zl5A2(oAAV{QPaj4CuSU+J5A!zlX-50f_cseH?TMwC$+@D z`?8%`h^e7h!qp&#?BK~S0n8s{PvyL9$^b|2wVZ8#;k(Uqi zy49;QkILE&udKZovRd1t=Xq#9mn2Ym&#V&oA>-+SL4}{`n3|bll?ahP$ycxA{Jehg z2d(3jdtvshI(B_6Pq33}zsa$Q{V0+j3nrP;tA@LbWxFR`bZ0xJC3u?YW5)lA^KagvF`LEKNVBnIDnb4&R}^_$kL zj9#fd2)fS}i96{1{=~SlSRkC0ombuzHKs!&G|;7>H)hlmre+joR&DT9dY^O}-oSBnl-o{|VnN*&O|16V?OnvC0FDXe_%yy` zk}HmrPOs3WY6=I&5iwdd;Dk*pQowrQ(Q3Ojb}Ik3lpj}l@r7aQZk2CA;`?^^zF%!$ zc8Z+ENS{)cF0vy|xcO8yi>4^|-wG4dQj`Y=obzjKCm8RcjgGni%G-%xoJ(sh6&!$n zk!u(M>&9Ke1`kAf;eL9Ahe%SeY;24-DH0bcf}aqh)GdQRO>xUeGE&2o3I_loufQ8n z{hMa#M5RC4sYyRmGsW&zQXA}vBv=hQHJm7p3- z${|xKLBI2L&!}7cn3an>1b+{7Nag2rX0+OS6bwz^cta;T5ov|Wc%Wf{{zpNr!EZ$9 zszsmfqo^tas>xwdKpygsY13LOM$>_{7h=Cv`#)VlUkuNt>(1x-iQKbCp|r9XS5ZCw zo_V&KxLM~voFC(d9qn2lt}IwD#I0*}ax-Nr)L>&wepX{^I{)G(n3fpoP@(a?%b+vI zW7LnEvT~>PU@SMVxan=`VcYCuJ9U>(nvlafMMkqf+xjp@G^1Fv=7eAPFVo%vH=q2S z1}9QS*+d_){he=eFX?G`GcimedysdLI?9d5F^kP+oG>V<4DUR4-guL;Yj!1djEmp9 zse4z?@TEG%Ee@VAVws^MDd4czz;9sex+$-y@ zk_J>)QLc1I!gI(GL4DEN!a(OC<)?jJpsauEq^_ZV<$izfmpfJ*!&~PIY90Q5Oh?0`(bzs;MN!|{ALLe!4a0-%XI7} z3PpOUK4@8ibU7Bs8k2}vU>vxzG|g?%agDa(0Q~q>V&1=?3slt~rYL2&%;@ zpJ9dwqUmkzUX$v+YI@u2g;xIDxMV1AFXmRDP?~LxAL(Y@f9VAm$WiM%t^J{kZ{in; z;U%IN*xQ?__j6dL(PwB>PqG?`+430hAkpWCtLd{QT9V=RWE7JNP$j+r`9C z6E!mvQ<4fVDpZN*{(9%P%Ycx0j)U;J^aR^esY-QoxYMtht z2CZ3+7DtnM-a9S7Y5Fb=;Lf3on;YY!FzlBvsJs4oHp51SyTuvLr!={BDT91gPsT7k zq*p5p%Bp|ER^eE@nOlPyh;TMbBH^FGF22Z!q3p!sUk;7He=DbLEf72YuJ|(`JVaNJ zA(vCkr}VyE?n4FL53;a&~~$?CDY;s8-+B z4x07!$jp{Ha%GJaqI_u?0yHjphaM8FOww+yqRHmGO_3auG5_eL0{g=b={pl6yo z8nzpRb)i#(1~tyi?%92xUmn*ezFC4x3F;XNpW*xLPX$_W4Kr7+$-ynF^GLL}dF}z% zIgK$TmFw&akESo;!6(|aiNiaU?YGnI%DSII3voU=>Y_ zsT=%;)iy$s+PG^HhjRs?mNR)}?pWR2j4lTygJR7y4nT3e8Z)+1sFFx;cq*F2+ZN}+ z`-=oyq;6Aui8Zx=sf&|FxM;T|KRN{gW~SG zcTL=(Ap~~_65O4JAi*KHyEG6S65Ktw2X_k)+zIaP?k)iucbHC|_xYdm&WBSqQ#Dh& zDj&n{{o8BXy6$x&2)(8=qHRCx2`6AxkQL_94Ld^Ol2-%TW92AoBGhWOTv7AGyqN20 z+cCz2<%9G6PXU^R@5S_-wx0F)99DBBAas<}`Izybjw5u1ZWgV2%FRn(%{pjKTjIgn zjR3%aIN|O#+zV=II)L3Tv2}@Wr$D1DxwArW(e>n-X9p~aFS6!#{H1w!&%8FS;isX& z zD!w4(!C0lW^XN1*sMs95(EE%Jg1D>DP)8FQmrAU!3H3-Rl~~EAa$2&VabRGGMQD8G zG-?#K{@hV?vgY|n@*_q$lD6^J!LNq(x5=9pf*mFLE0BvGS~fZn&!<_!y4}yX4GpdG z7$p(&2D;vn-4a;)P9xuMsOs#NgTJ0Gm1wbb{|#S4o+#^RND;n?*12LQ+pu{Ut*VAS6Yc)3kuXIU+gExbc-~ld)>r$1H~yVarPrrJMVRLW zE?FSUp#;m+T8fAOo>hAxJ%`cj>Wgzhvd~Alb^W;LY6o-pdj8EPY+|&f0uzrH_mT3c z@l|Pfnl4D$;KFo8m_2ZfDXJW%!~Mp`sLM~Rev1$bzMgZ@cr4$2o!c$S87IcL_m2e> zETL>LCY_L_k|`u%ipHU28VrzfW@P^KoFI3u|E-K5yo z9W|Z|oP9n=I%NI2MU0y+3)kV~3(B{O)J_N=7wp)aBS667_hW7}?WOpc&Aa?H8)wUx zGTrW;_sxeQOH6zM?I?!szC?w4xfE`Lln?!e)d6ry6Qogp=ccX^l7 zLUnH8^q1YkTPHQ8Q}G-xxyEPD;ym6w$?o8!80>F&aTTGh?5||0%}EWZRU@Ed4Xm^9 zZzhGG7TJU+?#+9!!A!=Q_RPXS!}UGaNL=# z*d%9Lt1r%)z?p?~U6fFgMnDpnR!lLryQ}h|462FGHHcrGB$1hzW;jGmdE&>huBO5r zP%oo{3OY+V65fW)`x8cCpd|8XgJGvXR({w}6gdWUr5Xhzi+CI>LFwq$b#kC+{JYRu z1MEZbWmw^kFGn*uEsd|l79t)tOSOxc9$4}~AoaJ3Msa~On5zZK0B(P1DzwHBh?~{Y zK2~#wSBr;gXWsa?i;(GWif@}etG2>S$$b{rOQ!|(4?9z>%It@g6vIs;@eV4$n2zXD zcf@QoPOgL9m&G8N#@)c{lRc7yMgd@;S-<;Qmvf3xhMe#K+qInjc8%O27!8OhIyUeOchT(u$dy z!Vs;4Kx_da$eR=)0vlpX7cXYq?N&7f{^2OZW;{vV^~gQn7PmzEvR0cGHIxyL0-2CA zZTJ(L5u;}5200?6H{MXp8_UCY#IJstTo}Z!HtVAXOvaucT(_Qyzzn~pe#b{;b6iN6 ze_g5vvFwf)LTK(_g$JvzOOLCl4rxLu+|djjph6v3d{po(i%_>5d{g`Sw{SesvEWFe z6Ms2D?H%grJ^ba{Ois4gVk%1Ex$nfbMdBtN+RMm8qXSjXp%x>Ip7B)=MrArOSLukr z&8kKKlz#gZrhEb^FFq4XCI$IGxa|niWe}~7cGBlED23_onj5{puWH5;VY@c=93O3% z4#ZzhYf-CqnmH%81}{20-ayhNO`DGq6UY_DJH{{KP-04)+oHME+k=rbETmqwt(yGb z<_&TOr2)+9KJxk4HqpYb=?qzq@`{ULt}|)WxFp_mm0Xe<9C?#Q$|R$j(AvKccLSJn z55=-@3Q&u1vgn-ejeD^NrR;z=3+*FTdpeC{A(G_EC8&oL<%?>9WRsDM5n;#0Nqy%sEI$O!rIGsL55 zQauOb)?P$p1XcELUSsd&a*M!uhHe>m>^UtR2}6?vB4wdKvutUzB!CRb_`&?n^>T$81eEJD zA7X+@DTC$*k~nuLj1S5MLnIIGD4iAX{Xp*0L~ixO-T9WWb{4Q0e||^+LM?WoUvIoS zx+}UV0lI5|M3N=Ffl>wZ-{$u`?VEymXw~ww+N3%#EakcqY4Wh8a;%86Jh94kR}7&) zacmFP=1t+icW33S7~%~ynJ$ZqRZpFt7w<(Iqhn+b)}jZvK_pTJo1a>s(BNT^^jdS# zfw@`qBq3dAg|KWTt|4TUlV_c=$-pL$;PsKn-h77wCgkO;< z?>bCg7$Y~GhU?rUrF!bAPc^Owj5IZp#wJq^MmMn%Etd`y|G9XGt?kvXHYwNZhe9z@ zh9XEs1*lt!m>)2@@s>x>$f34Z^Y^|V3ekuCx2<(|-TpI9&=r1EvaoZ*on=FZKU%IU zS&tS%#wLz?=+i5--?F!9@|%*Q!-d3+D@mt{_Z-#aBr~>!5@VoSR`R10!s1p~2E?dY z_el$pc<&0tb=m8XDA|nJkktV!vsmwm7upKEKHlYCQOt|MJP*h(dzbIhbOQ*HE;hLS zZI~s{c9o$sA&PE)z9Jj?+xNQU;j;@Gw}uwvDc+U0`DYj(C-wIzrhM%##q#gOG_Bcf zypc-x!+}VIQiY?>3*MM-eUKz*ruRZB-P;ZVvi-zuGHtpGnXH5xdLf68#Xhf|&mI4V zwqa%k>+g*;#Q6jbjEiPR#rwy^92lxN{D9F#kMYmq5oh4#q zmo*{oa(_1saFi3`Sor+PB7ob~05*6L`@6}neX4MN+zD|F0z6(Pj>jVFk2YMy0`8eJ z3Mu+G5*4Quyct__mLKmlaqaH{?3_**25-?H@B}CCh|^Efg4JCcg@evFo#8TcFtW~m zdVS5hs6!h7@t<~k(6(XLTtY^OEye3&(hOuE85gY|)hyTd9t+wS2h)p3e|1vIa+g-r z&inptB1>Ey@l?K~9mR+&Lq^{_WNlg5oDL0q(cq-|+UI)WJUv5Kc(l=yh#9TK;KE%_79_9POcb5js8mCo=lx|}!I zewSP$`oCJc(byas=Ti`ExLY(HYCd7P#%{3u+ev-cTu6+8Njm=%1sh0{Q04}L9C5P- zQIwXiytxixyv{#J{#oTYn8iCn=$H|#fkifp$Oq)&cdAIPSo08R5Ude@?_&%X)Nb*Z zobt8VGR!xWNoe>_OXP{ExPnU}_m~nZzN7oKOo-R4hZfEQ37(^HOk3JM|8G`!fHn?p z<$dXYrXyrh@@U=x|6MWc11&n_GM%}!g&0`1x_U-_)`uK8W0*}mj+8L!-)AdCNp4S9 z%g3@E<^w7CItUU1CwCCvzF2W(^G{FEz1V+ta`IS`xH+$lY3mY~K@{_Y62+^q2#7u? zlIhO@w;YPd(XVZWNL_h=q0sH`3((??j&WlCx4v|EXBn|UV5tYs-@Hq$ZX6Uqm(y0c zl39pV?PR|6I%uf5w{#}8?z834jODph?q1Vvi_<)_Wgf(pR2`hE<5~BX{5)5NY&4za+#hizJ4l({tj#!^m_ppo`(L{Y9Cknqud{+GyID1H z%xMd~9k?FI%(11^K^+!Hf?ntK__gaY6$x?!lZA*~-bLJ38SW1G-nuIl=zZp+`5pbE#^f|W#z{bF8zqE(6XV!eZ zWlo#R6=@Q4qa1>_r1udy%kM;j8o~+A59wBbeRVMC`0hZyMg|brHO(dJ`riI^wYivU zNY%t+hR}Uyv(WFEU328=#D)KGhQp#Okj3J7&gSYRgluy8tgXR-Kb378?*a0(VVM*g zYPXr&>+BT1JjHnXiR0kc=7}jllD|~`^z^5ME4L<6F&yTfY~}8 z&OG@vo?go6FhBzi8d@cKy^l1HRx`2T!Kh01<@ywuJ&3JwKXdOI5wPLrjPrr!rG#u~maq8jQW}esU2jeor z`-z>SoVe^}$e)>+<|l7wS}KD=auBtRtH_%%9&6Dk!C{aEHQDawIOeh|5&&jGlg}2& zPK?<+b5%t3@y$c+58<=>h!lE5|tpU8DOS@(6hC6v$Ym|4Ymhl8WlU% zrK&#OA*dESRB<}afE1V~X|tm8`L79;%bTxDOc%dh-3WA^2|w(UxU9?e^YDh*+Ikap z9^^m~Zm<*U3biz&A2Qe3L_`IRQ+$irUI~h6bcURO5efTrfB}e>_-Avd=b@fPP%2O~ zI`JhJ=oxc5ViY@q!^x3-EbAg_l5$1d!YtM7^CwHPc=At?%6$qsGA2IxA5a6%1!J-z z*PcG}sXe&AQG2=Z;I~^+tTmojhz(5-qiWzdWf}*eLrW=TiEfWu<@4Va3k>Jku`_Kr&SQReoJ_L*ncr!<)u?%{1Kn2 z>zPJqTn*wJX*qV*KJjHU39=)9>|PF6-~%AaFbMXqs?V660OG zI+KA+B16%qGvIhWdm6reHovobAQ1n7xm>3%UEgDuy7?rk#qvCkS`^w&2A?|9qrT#) z%@cT};$Cdyq1|YK#bi!(|69u`KlK3OW4M-&)R$-qDJbTQ5S+SMxS0)w=RZs>@l zxtlE6LM(waH+-TAlgJ%>l=ZjAfwMU-)7i89A_?-SvGE_@)@HM1zvH&KNF1BPa-~)$ z%q;>j=PlEY=UD|^PPJnwh8W;|Iu~rR*exiU02Pr+>X|d;XU*B+64db62Oc4d<0cvnIMiX4TTd#7_@yB5W1hwnkh0a&nDHz zDWz?L?o4TxSjk^Y2XMqAxZj-0x?I#4)LG%23Uqpm>$$Ah_7g@3P=)xsQv>dOH?f{Q z2hROY!ksxwX{$Be6nt=8*}v+ER~-Is6y~`T^VyJFcpA`fECO-C!(cLKj`5+Qzg$>T zI7)2lyAk{O16JJ+LOe-a7xvqkn+HLxh0HBxr)(-+FUwsHs`^_dd(LQwQDiv_fYWDu zR`$kJgJ*Nk?^}joc=ApauQ87q8Ec~jZyFop+g>|EX7V)b2svz9!QxI5?sf-{l$YO! zW{YQG0aFka039J2O*9?$g(Cm1bLy4X(O1mIuC|M%rQtFJ%k?2ZfXPoa<6QY85Fs?En~_a>YzzQDc%%z>V`+ONMhXZ=DnwCVft=3t!n zQ8(vsW>=|7U6h+qt4H2sn}`*0d$5i1>Ze(Li4fUerm8Mc)fZ9@@#@s8*^#P$Jz zPj|t_`{8Wjb#{J@ocD>&@1_-%If=i?u~wPtW7HeIiAB_aU^?vs&}gR3bi=w^!vU4H zPG=p7yK)CERYDlQzvAkeT2^uC-srxK)TH5B>;2V6x6Pr}X~5vstfpDtQK`?KwF8a6K?CDL{L*Yh<-uFm46Gf_F6x zrVEmF<@g+TVy-58!>0#nGo;qNT)+*FQht`L>E25vNw5yjvU3)(Qo;uS&0oPU{9nDr z`x-5t`@DWS6L;3+yN5`==_9VC$ds?8+HgMw#J}DKL{JMQv7ErI3|F-M zwAc*i`ly}T&1|f0_hptqx(0=@f!?x5)H%*PeS$F8URN_=Jn{1#n$8b2m59VVOAPn~ zMFO00BYYg03jJTf5DHyHl0+>K1&5x_C{xf)T%<&~p!jh+nyn3UcO)f#OrXJ`hc~}K z?qxmNc@utr`hBDV?%M+yVz1h3U*hXUi{|r(&p|%pnZHCEoHuoUXy(A&PNJ(8%31mw zm0PE<=d*C1@PEyP5Y|ff7rV9J(U5Y85e~Fo~)7lx=_HKZ0))ejAE3uxOErs~& z#5bWjJzEI)tQQH7bZcOChf@NM@R-C$8Ip1*8LF-si6Zstl72Gk`71D~CtR41f6!Z4 z;L40NA#$T^Ho7IHANFGW3rAN#z<=&=bCu+a*%Hswr}}h}+4|fFN!%ho6y{LZfqcS_ zq$mg*VAqeJioK26NA&EmUEXlmiKwkKnJc;2ve25c{{FNjnc2?0WP^~iSTP6%HyaY1 z+Jt0$SA_UHFR0D_%Lg+mgi33zZe}By;9d>ED7zt3lgFI-S-&69-q>u>-8aLoP=G=4 zWd~Nf$y;#^+$EN!t{*L5h%O)&2}jjcs|4-1wE&=hC^oB9ZUn1g3tK(#j3s~B(4lu% z{_ww%>0;ECFoZVN(1**TVFnfqn%0%8eLN5p4L6yWVEWpBkm;*a4>8M?J7nj{AiSv) zCcEvh?)Pvhk~r_*P+-T`B9dA$Fz_45SJ~`pD9GcQJi+$oacFXC?-5=7vN7mE;1F{`tsX zXe{yYR1@obF-SWI2UDsw6f)Rb30NY=U8XvnNJ&4U-Y z)(T^~$#Q({fW6-uu8_&p-;kcXh-x|5nI79A8_PS`Gv`stZ6mB0(e&b?rVh$HoL2cJ zVPMnawK>GVT(s32e!lY}*c_&T)wM<+fY2_*Dgy;J>~4gfw-IUGhd+VpR*t_MFQ{n8 zmuy)$aGw8li%dq-F`BwA)381#>U_a*tAn2bHGvoLDUm@Vw}LjJ!2ih@v-HnmQQt};v+e?%8 zOhDFTk;m2BZi$m16*1#kYKufY1s0mcJDZrUfJW(-oZJq&cNn5m zlu8@{;*|XFh5faH^3|cgV-5-nW-6rct3?bhOiiXXSRJBvQ{(ALfzq+?Yr$#Y!B8w` zh_`CN5LcD4MEJ*6LBFqDStW^f?Z zSwj}#o^$r;t)w)0WC9!!J~Z{@ILriH(Pq>G;#9_|y-lE@fYe>v=rd5eK`?PFIoxiB zoL93xvB8B^_5Jtpqf+x67)}?|G0KN%TzFA*SRU#YY9KP`d-eI=MYnu0vra70bQbRepqm*--k6Aiy*F4 zGnumfF8bD&=^Xojt}fa=#)TmvhbhyP_)=vfPjTShw;1fvVi>JEF){)OK%3&@OXfsu z&C^FI*vfK?=vbIc0IN6{M_ppS*|mj>o5b;O$u@IcC3#TBF&LA$<<~axK4wbZq9Itfhrg@!rRe98rvfu598E&f}L2yCl199#4 z-eJp0mYz`*{AOm#Y|r?|2wPUR1`AdO{Sf>?Bui}kOJ2BM7v+c zL@w=yV-}PLm#tVqs#e zozla`e$1BMx`n;hYv$bCrDpK8MfIzKfn|xnuOcUS7CF;QM92ngv|`sPHm-Nj;RQpc z>=1X0InNq7BEkC77A{3oU_a&)c_6gyGt|>3Lpisz3?6FqJmurZvzl#eG*^?w(Ak}* zOS(liF*p)#Jgu%>30-XCF}R6}poNM+xC7N@O;7p|G4XOiEJB&jZ8==;y6FDAf{nWJ z{8CJZ&$0I1iN(j=XyWi(K(wA&Qn+1xB^T<|*H#3cyNZB*f<+#WE7}j+JYe!F)7&5{ zLUqXM_7;gV8xdddIVCJqDK(TedZ#~hUmisO;uInoM&9t^<kYYS&heC?M%e z38QvLaqzl$FS< z(gNnIM>GV#?T<+?e7!irKenT;h?`|mraQ1pkM^PF^_e}@Q*AIbBJ6rx4SBBdM^G)7 zU#u}JiVEMKSkR8NSV-OFbnT_I(k?@*V^U+Xu%%kR(Nl#rJjQwV%yn$J;ig~KLn+f* zzNP8gx_$b1mvL|D?=T~_H`yWlS{4_iUarLLeY2^D2$*Q@pB)r8X_*6qk=gb;V1Rqw z%pEZkcj+~~0myg!D;U_c^3`YGWx{WTTi2nZ%C%HPT?MuPzW3Z{g!|mUkhu$EfuR7G zw-ID^zb>Qne4jS*j6|blGgq42s+z*&yH#{|p^;hcTHP)ukkN@y(D(YV7xCTt4vUl^ zvZ>-VXm+WKim6U$Ylq^YQbv>o*dVVm%>utK2&X61L#o+Bo-y;B`YEf!*!kk0%C*%T z%zmA{%sFZTR%XwYanV^F%GK+BjQ%+4@e522gi#MP{B92&ZzbZO&TZI#L&E9v!SD;5 z5EOuo(C5YfKCTa*;WzVJP=jmGN|R%aUx?3d^p05>=#Vs{@Q;h%5)b1FHBhuy?GtG9 zzaMxf-lmpT9Qt z=_<56Jv<$Ny5MFt(hyc2Jdh9Q!|LX)pu`acoQmQrDUA~D?J4;FGYdzz z%ege+S4Z{np=Pt*-Nji8PX~CfI4MrF`8Yn(CGhgs*}*nsu6A7R1JqX%XoM@8OLCMP zQkYcjP#{FN0sDhr+uM!nYy(9l-PTX57EZfE5)#CUHJ*azhG>xpmHG{q^O-_L`Z(JJ z7L{gaRko`(ulN^J46RHy&6TtQ=Hd(t$6F&2`WhKF11|3z0vlT}Gx7jlM1Ddnma$4NPV2iz7boM>OXnJi}@LUk>(hejC0 zLjdI5F2W+2sNl1Xb?9Jjk97aGQL8lkz-Fky*2mV`0Rs_uiH=Ej{a`>FdQfA)Kh`%D z>+8kS6VW5}(nT8_uv^cGcNOyP2yq_2-;TDgLZm?7Wi4j5Ddr6n^_8X1D0Kn{PS>NW zwrxgc2Z#iRvdi-mlGw`}@97YP;!n^oa=P;6Tr2YtqGU{wLmT_DN`K}=Ka0f*P-yf`_etQh(UiW6K!{fqQ7Q*;mTjhUR2kupe+6NJfqAyXK_=Ky|vW+&V~lZMb*zqoN;GYVBac zIH~LI>AjYcs`+H@TR;$!hJNrGLF|9ioo_eINVE7DgonJ+{iyL#_|rSP?n8w>s< zJ5}LrSFaTGgSy_%XqqBTWopRt3v;8*?pD?6Hp~8Jnxk{&Hr*dNT?O-Z7Wz#dmSEJY z6(`u;kvEO3MzZ4Um=z=9UR;c109qOtP^J@Ud%jBn9>P^#3P)kk;Ei;@hrUP|wrP(M z4t#=H0HQZ9L|LYlNktq{??Z4C0ad2iq%5ji2~SZl#l}q%m0*siq~|r; zDo@07YSJ^^I)Z78iq!i4ZJba$C1iIqK$$R+??1@DgT?7uB?Bc2K1hMIpp}}yzdMrz zPw3%4-@!gNqX26n#BFb|x@a!m$Ms^W)qg?J(`z&ga& z?-CFr##vg*d*x0MkWz2%1hTXz;K@lrzom;YsE>nx|0WLxW5g3u&7k;W$P}0R1%Ji6o?OVLYc-ADRpsLU=-gjPsZl=p%S%e?1vIjHa({KR}B%sQK&{OXe}Z z*;#A9nTzxi5YPHeNl!Z?k5fTvsfQX$A(rN}F!94qlP4zLo)|D-f)e2H^gg377TU12 zfa|IY)6`N`I_F{7d)z3N1i3zc{pSplZnA1 zzr*&L_4I{TgnI3Tf?UEp&*6A(qV+`Q5Xh~`xHz~hb%B!`3?Dvq81!wrORrUUX+m0j zYlLa{!#7It+;&LD7LD*J&UJU|7d>Hz!1<}i*?wy@V$lrj9D~ zCb!U)NsH=nWs6~sJrzse50IO-E#^mRS6vOzc6Z2cYCjh-SHA90KM4s&-nWJ(qMQSL zmrn3JKY7u+FT+=?1^w{g1sSgZ`}5GOl79XD)n-1_b+g*Tp}2)}%-W~k8)Lv@#zh$a zSpvC)2f=AY-B09iLfkic5tgM5;s2;(aLF`%bG1xfZo8uc#aNB*KX))6%`V`O;S!5{ z2e2sLuY3^QObt9HD@NA&9Yh3w0LW{*^?FqgngJXfNpv+@}c;3hq0;ya9{E>Fa5 zfk`8;;@&?-BI?6gp()10N|}!XIb<@R{%qtedutC-%qvmY2K?TO>3KsPRcI;voB%e& z(a;~)_Y@V>(a-7bWN9;9J*bj5=52W~h6#5fze;cg2QLpLx)73iBOO1z(`LT??+00T9a>{(PQo{24rR6H!?>+M1Il#D7 z0ed#xlcUO0CEKpeTBQLgOHs`tjO}jm8FDWT+92>F!hK*?SnS`qwb0)bUv+qa&qSZW z3E|p$im-?&&T2XVoRN7#7fV(E9o3P>Jlvimd3t*pQmr=(D>a*)wZyqs`t(=;x0&aB z9M@JIe5j{>`B5~4;ZaeSJ|tk{SnV)+IyzSYM}BZADS)*;|(`AMUbDbM@c=$ zs+RCm6t&On19VItCKf1v6ozEVk!^-sr72*7+6e7o&O|ROCLn3@lvnsj_Y@Th9~mt0 zEr93TIFKXFS@Fl?awuK|Hem*h$=kjpyhQ=TTKO>n#T{Ljli97=;Cov4G@zK>^86=NIlT-;5Yzc3Q2)?o}& z(Z_P|Fs(I3eyss5_><`Hq1&OW;EC4~e)}c@bx2Wa0rkRp9yMC<(~=(m+O>6ltQ=P zwmpB%y)Nz*DEi#daSmP8YLkQDYO>LQ?_@a=VARuL485}<(gQ1%4kIi>bAknx_7%gap~!OC?WmJU9X&Bk2@&3ta%f0H65_W zqOye6incy}G1GHD?A@9JteOa5)Q6XnvajOYuXl^Wf~HM|<|SD}C8o6- zCZ2;<%QeRHLC0)3sWH5tfkWRQs9#=%bm5Okkq-|l#0bOvg^v#(8@7#bx;B{C?Vba; z4DXBgq+#F_Z~ub)_gu-q(k^!sR|JN3S1FXsn>X-4w&3d}K+IelFo>m7p$O974=`Uo zCm@_8R}w~Tc$F2?j|oG27=$p_^5u6Cao{%o2IAiu-6&D=?{gf&0@1_74Jc9cxG=Gwa)yk0|7|c_i!33OW1b32wV0wr!v@ulJ zx&hYkvvL5!_0984DNJ+An7}jXM}_hi1qQ zQq|sC2wrbDUbu~W;T*v&fmQGZbM8TaD)k1{#>_6+v!i3%gcpS9YL_+7(Pnh9H5JbR zhB2egxwlY)+^oT>yCY`f>aimMURC@&Lvg+=6sraG=ubo>Tr}l zEq5HdE(lsf0h>Vz_u{_Yv}l;PzJqh7KRm^XuID}>@r_?t!twSH@E&Lvy|LM5+x^a_ za?n>&Q=*tbuUh&EI!D?_F~jeR)dUF#Na@~=W^fT#vD-;*!C~;@YVt^)dBKnh32++5 zF?z4OQa(JXFoD3}6SD#joxLiYmz9_Qg*=VbHbuB4lnLsXRdB*EV0a=ignlNOz-ZaVJ|@t42nFkKl9 zmEMMXYGxC6lZAH(xZqbJq40Y`!Gyo=4ku!ZVb@!25u>FW6_Vn9pKr!g_)J>w>dE5} z=W1@ec|F46@0dtBh6t|i*y6;M#WapZ(?8{P#=eGPesaJ_%(DLe2d4VzrE@oT$mr7yzM&LtsTJi)aYR?atPO-r5+G?FDpIK9FV#Zc!Tuw}-NK z9a`)*^J)fG72S&X6UrGvqjp0qLw1JgjRdFc%Uho7b*LHUo@EN1IziUi$(5f0Qk9}a zbIIM!if>EpT-lHt*aRVGBT()0B<34i1`SqM2bKlIM5TYulN!wWX(&QZo9<#jk;B~U zCW~>@HsyflEfQBp^a^Y=3?r%h&&fc2VOYJ!=Sd9k8>N7FhT+KWv@OOpl*|6Ilnd*v z>FRwwd#q=^N1m!9|G8fv9t>Fr%6nTaThD)BZlj41$sj@oUAH64*s^oVRBtdJ=xHOX zD+|8+(hpXv+xI0)t{wTZfR@B=MDFW|lwuRXVEiALJF$Uv<5RoOy;je5=(Y&vQI!_BJzUOd*!4qpE!(=4N>7vj*W)rO{<#GOZkXVgp!PmHKb4clc2iF*BX}*0 zrBRQOGE**1lJ%~KVqU~mPWp3@XIhb(31TqmSsnx=mp$10os<*{nSH0RZ~AKjZ=YSA zI9r|k$DSj5&p7Md0{1Nk570@^SfhHUfDZ-n;23j)QMHlk(l zeW?SK!bw$>TrACOR3mum=}9Mq48EvEiOlM**^xMOw5d5=Ov1^FFI!uf<0({i1SYF? z-}_GnHd|c*qTg{XS1&Nfx_bnF*`TetenCtALOyjqBzNZ3c&#iJv;~<1uH&e8xdaTp zius=>=-wTHHg6Q`6*~jAabJi}j_q2h5pB`&?_hkmcEduwPu6OP6gguoR{^TUS!`@r^#IU$JrMKLbAMVU){d;zQ3g78@Y4_4ODQ ze7|I4gQX)ugNDjB>5a9!k1;fk9nQhR3+$lE`T*YK+@{Vt-}E$61{Q?JaXTL_I&K1! zF#}$(hBf^>BWPW3rePqYbod*sWJ1vgOgfjGh`9#c=wl=RXDqyC|5 zcouQ(pe6pB4yp^@u2(0s@sDN~l~tmuVRA1VR`LZ-V7XXff%YO1gbAobynK8+_S&^? zw?;{SKIPyAk8|J()S4u=O+Q8{rAhyd{b7g?e+uaRQaa|O@f(qq268I8(E z!PJ=)TS59PmjNzc4hrzI6+ki*p)!#^kM`6M%CYneIwy`X)T3loVg3*bvL`=PcX|+XKYU6Ne zx&wGGwfHm2_!b8uHaIv9;mH*#{1sw>Xq-^HBJ;%B8H-X<{c`lq6LsBqNGLmWq(|xf!GpQd;r^+29&?CeI78k6QF*uYaDp@Fa5dk z$!Y@*7)8PH2YL=x2Y&$*hUWQ+233#s;NdQ;G=&eW8n!>gqCD{JP+h-poOz`U#_El7 zaj7YyA`=uj(a7S3E7Ix^Q(E1VCu3n*j`Gw7ze^nJM9nHxi<17sWs6mYsG?V{LDe$_ zyd$x-u{|6AWiSo0Hkjc&7Kvoq5KDhWT>!$vU7+djv^dj{L5u8I`cKPbF}7D*{Sq&3 z|AUJDX~Z(<;+LtsZ?Df0!o_mF7!>}8gX^G}fHGGU`O4G&l0}*I`5RfARl@qQ}+bMaaQn3B$Zq=Eb2ImYc_U;IpG#i?^J;8|G`WFoQ z|JEC+r%}lYs{hd85bC*G8Wuv#-R9SLV_?m`yI{=tAhSfRY>Y0E9lJfjr!<%_SUttx z`Z$rozaYa`8?5J#1mx-NFGsM}fyr~;PgF}!U)brk+(sW%Wc1lt9E_FpT-%@OF=%^=0w(oFiX?yCvbZ2nnanh2K;g^#xkyL$?K`bt9pDi7U)XYktK;uyME}#t>RNN7H+(<;C9}=`et9 zMtpl@l;+4v363L@%hu(WyLmU7tm&|0vIQUG%d!cJ#{?voEpVD9PG=x{J|Z1~F#E#)?Y4aIklOzT{5F=BxG&d}I%#D@INkV0?k3e8OqkX_;r7}! zLKlCGhnk*!sB>U$gy5`7An_<_RpS#SGe*X2o!EBLW}n`h*wPdv`NBkyz0x5*L7ybJ zL@*fx4b7+xYS?vxkT7{-YFVnoD4sbQJ`u-G4CQ4w{rv}dL0vEDn%MEIpNn| zSujV2vv7YzSgJUa7s=8k~ zmHuZ-u^amP9|i(3p~-R^@&9ZN4~im)6kSE49pR00sJjFUAsDR~8BFnqYQY0MUoi7? zLIzxIn9V-4O@)cr6X;^14>@d!njcvoZzln~~|jsS>tK-Z06Oz$|bSBuO-E$;Li{vxB@!Shid?f6SgPsYOPgF<@ie!r7-LfsEs%w z4%5JE7}4WiBVGecW_=kWe$0!kB+!Hw6)R7P`>hQrClN%jQ)t6gV)MJcY3CeX(3TiE z&Dl#k6jGskG=m@;~)o#(~+2;mOjOpTuD2`g^XVXQRjWgT%{~#CnD)3$Pz89 zT$mjnbSURdPdUKxw0!%!08&0c)6y2My$Ql~=li_&f=DT$w;c+hmy?QPo!ZqA3k#FR zCNwkn1Vw*X?gnT|e#cI{c&BJdvgUOl>S(QpUV(t+xxwa>TH#s$GGIt48-mn9>2Kki z{|ERcZIHiS`|b(w5dxi@>Oog@W6Y5ZVJk69q30C1Oc}yK;pk$X#~^e0x`+#2h8do% z{i=1?E-W_v!+r~Fc6usCYgbAZO2b<0*B#GE><<1f_8U?(3hd}O?gf~bx2_FEG-@9I z=%c`4{`4l=to;Ivsplcau~f_VAkt*el|sOBt)b@v$uD5>7QJQAO1e6OppOSP0%wKS z$2|F^-ytZs94jGImwPxhc-{as)oruXKcs*X9i|BJq%48FI62ED5;{vyGg#hV;7FhQ zAIzt;hhdP@qWxj5%*Z7148HPZINUVB!OF5%nx4ODE|8GbzL_^b9$W<`^4RIS*RMNW zK?p$Fol7{$dW2McH}pfY%*{2gtWiwJD{Ftv&zPjPpMrx?0GTYgM*B(Q=B8eo!5DKd z!m_=K*A3&XZ`iF(620&}o%EGua74NGZB_`2Sk9>k&_ms1TWH**U8os@c*Z;iDH5XO z!xB{^pZgfIDOsLHCG;~tG|pR}{96k^LVve?zECBWrx0-$S%>@Ksp497=U2&9M}h?1 zz)UaF)`oDO5T^++k@Oihk>nC~RcL!WbZ`h#%u;!<8mDB^67)%Cmhft|M;ekcxr}N# zE7&GV7w6$=k7RXIa(&FWg)2HlL)C+@;=L!SI!Vpq6BN-L=SAX>D-AoO!@(LCk!Vc) ziALMxa2XfU@91>yb||NIAhP_fAvWi@y~f}n)BEblyIrE@<5caM?z!s0>9qTW}S8ikp09%1mqr0d*^TUew$pV+P=*R3oh3Gl{!=8C?iw*8%eiO zaTTJu{evk>PTU2~`<6og-_Y~HF{C{BOb5YZ6wAZop?Ib3fFzf@!0JGvvYR86%0SN$ z?w-})gLk96yC1Z-xt;GLT3N|@ny+k^h60IwRXzq1n^Gu-`iBoVOutSp%PU(*hi_X* zUpCk7BsE`IbXU(5oBH`Cr_5iXJgmm!O@&F~<^PJ=PokAhf)p`|)US$qY1|M`_30eE zntm9)x?re~{s5_=pVQy`rRaS;?NnUQWwBUGz4N?Kd85_qq%k+|cqW(R8kYLYC15mF zNYd31$)_1)cQi|NzmB*6bBciLTebUs?a_EJCP^+tBu_aWrlZA7CWWR4SKirT_P+i9 zV(Xlv>+ZUCoix~Kw3EhG(=<+F+iBF;wrw@GZQHip*l3I$HMY*~^StkO#yR5~YmEK( z`mMb<=XKw+&>!4u*d5l$uUGsAJ%$#u2h^EKxw(nM_`jZSei?zacy5Z7w%Sii+ea5C zAE>e@uqr!l(4S7{cT2`A0%!lk@OjK(y4x;lK9%&^-AuKb$S1x$9tr#bjA%3%;7zR7 zr5>@W%Dxf>zq;e~%6g zfvF(dZt>f+z7P8gDmoJ7Dm3|gCa;p4wQL(-wS5u$v2?seR7;+mo)p!er#5f4pejKd z&l(6g5jYdpW&*ESN7M#G$-BJCE{%cVn1O>2Hze~ALwCVzPC56R9>GcUTH;{Xuqb%7 zDIV9Ts`eFy>Ied>({Qw|WaG+AjhnYeN%E`p?oi}MGvv<#ZAh3U1Gj7&-~S@X^M_&O zRfUIHJ_0l~NHUhf^qntdmBq8$kl0Mt+_#{G^s25q*mNT558-Ia&$UmFU@Chs?|HPC zED)dimiD|Qd~3n?Y6EQFTB0B1!}wDMOr*!!3Ds+yVkSjp5|K0#_Md&c^?COPnr-Fu z25`ezzWRDPS>Z7m(`5Q=w5HMO#gYd81=9Z7@Q!S8Tfbn{!DEz1m8(=2fweBP^{)W& zSG@^Q0?4IW7x7J#Ckf5lAn2ytoVOMoRW6^mRF$#3o@F~U5EwVdY;z{y)JW#CtaMGF zkk|@l6M2V(3dD0-=`f5}Mc6qh$3l-Q)lB?I~`nf9q(rJkSn@SVJ5>Z3aC$=HU6o8$uV~wE;Vax&eAS;^lJTatCW2);sI^fH8ALb!o71KRb-yC~zWh;7F-gS~D zmF3fSSEjB1#^!37o|8{?ec`6vE2of8=`0auxa~5Q%@x{BH)5((lJP@o7$N{@Y$witkn7+2% zCW(?IQV|FVZGsJA66mKUvLj{Kb8}r!ceL!Tjo&6Z&b8Y*jtT`gas<4n6l)-8)#?;i zyiz_g`*QrkSQjnMnhn`%jQHl!hov*h{na7zER|mkPy+uTJ-~(2q%!26$>kz?YiaLx z(Q)jN7e365X%ql?O#?Hs+2&OKg?u0d0&W-PNb@4%L~})8d=lEyYeQ$5-hXh@hrT(i zf502`Of=mCt`XSSMeF3$HcFGAGLw2sX~eyFFh5o50!4xpGwNoV%tyOe8Bt zs2py-+hXg*LHJT1CsnS2uBSw2!Q67uqUChYz#>e+T7!iwm>2!7gAzt^# zGQ+Dn@+etKbfN)`^ej?+RngA5RkGX?3(-7L)~!dPoagI9KVT8RUh1BAdx(g+wkYcG zUA`hd+kR!)BWnGN+IuwcCT6R6l_{5g$2qG)Klk?3K3Ih4pxr8i2NT^j<{^mn~FCPo}(z>H0_oqap$FBDhj3!mv6NBirrJ|Rp zt3Q1=#g=C9m}4!|4xvaZB3wW?h^O^+^(*zzBrqQ`XzMGH&p#RnLW0}10b6YE-NPUt zvKy4bdi)}Z+PuYVUaz3RLEkaPt^hmWd~FSIbZTjEn?A~0Z*JWbJ4q^@1;bCo54*Z6 ziWn*V=c-`4ZI-POe>kWQo zhvQS1`wezL54)ra;+sCxFob{*;@I2;hCZl_ZsQhMu=5Ikp=4qhxMpO1vZiD1cU9X- z`D$LTBiXk|@Om~vbrhekkQW+)?by_Bw+5SQAI;EZ!UaX;M^Ooa-Q8pF4W#uo5a& z5{!)&+3ix8&M>No@*YI|4-)Q|?@Ooc!>RvSul@4oh>2a((5Q$aj)~`ct*b7!=?Fc| zgTH{@?A|D{q;bv^FCt0sgjYmUUhmg8fXRa*=bm6j6ypFg_GW8d|9+`RPk-YoC_-W!Ih1KfB7 zZIwk~=&GuxZ_a)ndFGo7j^e4}t<>nw3d5k4Y`M3n?vkWAQqi*GKze>adnSVg#t##o zR}D@psc4e`_50&x3O9WoS2o(o#Zmk&pN~YIg>AZ`yqvd1~t`V>o7fv5X6u{tRqK!$S z0IPBc%*{9qD*-uCfimG0&cBW|wE`uM$l4Fgf2|Jw8f^c9+HyZX=!bEa))C;rRf@60 zJ^bOA))v7@q$3l74Vl~ebINnnZ^e|w29Gi+T?Y+ZB#&yWI~L+4s}E0BZ)ZSaK0MM( zM;4pg6H+*tlA%nJIb5yR6Av z%vPA~(KwxOki(Df$6D=yEH=p6<8i#%kzo$$)jjR7;~JyohPUD9pVaqubv{n&G9v|xOd2AB98U6N~17k%JdWSu zam zeX&IrJ?r{LFt`=mo+dwN2Ra~6)}cJ#c1^yC;UrX@)L3(x{nXkgiSvCx{}VRULg}@o zEJ60ZvP>J%k~A!W%&DDVfCS=a{JBR{oExZoq^164yWLZ+BKX}`;JJ&hGOhop(@m_C z6BleAL(a^8%H(XduzR7a5k4%Rw$HV6+s#f_-t$Hc@bf^W;%JKZ`9%Fd7s``N*%CohVLY7Km+S#4su4sW5g!;B>#PeQfS zy+iTkOKA{|{2a9=%l9tm|Hx0w&0br8m@}>ny^W_Vv2J(x4(hxQmJriC!quLC7ToZ@ zEU8fC4~Ft}oR;Vb3wXU>iypedqR{qw6xp`g#vt%z><}J?mJvcCn9WSau72;5o0NP?znk zR!2tg2n`=Dd*OjEIeMWUiByS376_A-s$H&-Jd^d~#dn2WhwCI@w%}E7eY+!tA$|CK z!57Ml<0@SSH1;f>wlTyO1nkbCFvf~LDiu1{FFTKc2qs8hw}zp8XRaVSx>a+{<|1CG zDlY;-+YVFW#%mn#^V;|`EyDO5P67LPKX*RWbu0*>3qvJMwMgULArVR=f8VA?s|&H{ ziplc(ZaBe!vYDYa`&9*NCIK^)u*siP|^Zdbjr(0W;h5&35Ho40&}a>aZD zYL#76)V96sZd3l>%qxVmkLQ=n9fP@!E9;bwo`I|LZOqj-u{WsfT|$~i_}4M&g!~i$ zEY7d&>s^kiv)sg4mv}n|m}`PHRBp=vq94`ules=cZxXKbP`W+W8Q1g$Xi+$-m+;-8~j;yi;ddITE~nGcf>Lpur(nI0i%$el9% zI(NZQ?VP}CZU{wyckS(rtOH&UB5-X5Kj6kp)2Q(`Y`nqxFoZzY_GdTXgn# ze_i^8Ju$biyN+vD0>=IVLL@F9x+-RuYcIb0L+|rm1v28;uLC7Yo37iaJqRQ;sZlUl zCW-?mm~S~>LqcocHJ|$&f4o#K`=o?|zr51*+Utxl6cXD@v({p_+ZrX45X2o~l2qGQ z=n-t{x!4_tu(Q-p`MicmrJzQqns(Ayyb_`JpQOENS&NEF9liqrYt{hA`V-n5i$Szp% z>A<5?YJx&Q3hTWHlN<^d$a()lO2TopT#D?PD|Ol%a!hhOqS}>oudm zMcj4=MTw!56n?&g6$SW0mwy5*6B=}z{%|)$^IQCy&AK?v=3O9h<0YJwDd#>L~5al|t!{ZSiPX`sHOqB?^F+CxBYd55dhwn1lpONZ9K|tH|qt zN9e5iLFDUAsq9Ik+442Fa&fyslY0|DV?JL($MmX3uu)4y@6tPdH~MlUfG_AacGS7< zc@1}lnRQgkKiJ9?RgZPSkJ!)3%MC4;sKU5q8Jeu^wh*?({|UeC@dhn=W`Yf|2oegg zB3rE&0Pl}xPjzKhtV)onBzeOyEPQ1e=>V-m*sF|A@cM(W$=7nNNeP)HaI;47Fvp*3 z#4mx$AH_stOF>w5#m`^C)^@YilavWU%Jve6ihr0aDhJ+E+*JPUTkm(8rn#OkxU4Tf znRvE5UY2{lOd|K1lwL@v;HQLLlhkMuc;wcszwCrRp(vMc;o2Xb-S9@2K&>|M#B7*o zfgl~5kSKNcH{nZV6y)(vpOGvQ*THvA#>{fyK@}sPmhQ)`LKXurfcik^fO^h zck1Yi+qR0fmvmB3DP7Wl{sPq9GtWTw>e>3^S3RYDs1u0gIV{3bOi@;Ap~rCqu%A(U zx4?^4sTK{%fQfhQcNG6fY~ckc7cQcOP(sfK`4#=2Cb%-en-;!YS2$>`_*e|gA_DdH zL0{Q-sL+uI<$8iD#yI42Kgt>{1fe#66%&@Vrn2ml+Y0kFx}ZO(F23cOEmc9Q-%Fe8 zyv=E2K5BS1oh|ju>>#?eQA?L8(+LbB^54&YpDFeP?W|p^ghXEBE*1bxXbRlYn`ZN9 z*Fd?c@2d{fHDb4W3Lc{lm}?&{@xsRm#KqF_9Q&m`n-=mJ#UrDTVK*=F*n(A#^wx~K z{N^)@U;&WqzxKF<&|rmq+XX|Qm=SAwqR0+~MU*W|D)Q4Mkc+hP$Smf`ZAJLucGLLM zeaH;==c~x&>U*efxSGT-PccN5Wem8+>M>o~t3iKCFhU0cry?VQsb={r8)JK8NR*T*MIP3%*>B z-8g*S-!%*C7l!YICsu;SV2I2O3CRo0logsV2nKqr==#iH(32%DtW78cSxymsp;6$s=91leVJXsE1J#DWpn|uH5Q0+K2^VJrD zg17T-70*WfZN(&$((X3`H1vLNShz6I;rr)kR)Hu)eA`6)d6(dNPdragKf`5@^AX^O zCXaR3Iog}mae6~_0bew)^G*-AOot5^#bN>6&OX2~QkQeiXSBc$lsf8w%OQIZ|96Qe^>Ecg59 zNAC`HZGZ!RTvMv=G#bJ+HbnlS)8)$LS@TP1(Y!QJU|>8VYT>byKFoc#VKp4f{29KP z^2Ja85f}OJW{U@93d*$#^rjx*9wov}u+Q^;s&KUv)SVhH%ai$}GZXzzC?nT||6{RL zif#4Yw@I;6ouyCD7$T#3HeLs=&H0?!Qaw_=kFZQir}kQq)TEPX1nKJ zY8&#J*4hRB@JuWkdXX46FAP^0j2kTRR@*opVFcH0$)Ccye&n+}zj`%?@m9EXRdb$~+S|*1Sqi%$F)i7lr&e5Ynz4{N(=!;)P(#rob$G zQ8CZ;qeoMi(#UwoZKYijv?mj|&YNIV>5z?I&Q45F9+bK45oRzV*&?0XmOO~m2~femJYm5*D}BL#`n zQnF2E0?98NiN`*CGLua$0P103o*Fj8UK-A7WiRu76LtP#_t3ccdPytE^c$o^-3}{` zjXwt?CVLd(n+)V!Z%Md>J@$6^DDQnz^k^Gsm+6ZUDgwYZ))eS|s{N^Me3I0&{@|fq zt=BD~=p6N1+_CmMvHp!j34Tig@4H9caHrrXu@w{8F9bXVQGi)omN`)mVOXm=dO{U0^7CK+5O- z0$AkV!o2+BlkyO0fB=z2tL42Y8w49#AB#?b&W_ASeiNr(K!dZ{Z)^%7ySiBT53ZCp zwcu(s7*k_3Te8;#UxJ-;(U5$R*b4+mCCHSgubfpO@Y&&zQX+IHk^lZZ1K_0tt)db3t>~5)dwCFX)XHjk!`KN-wl5-ga zE(AKJ7k{ikddIt(iwEBcTCNg!J}gO$ zZJuem=(P=*F6B$NFHVwI#K~6SmP~?^(#58>bfT!_r9o*UJ7`;?r%O^uFwmJSEOznFL!qUE*iyEWP^g7UI~E%bRTc1HxjHG96^ToHLH zA`F9CxPy#(3aS2yOSS`Wu09dSo)IbI7K-f;=h{2Wdl@C>6kGX8)jVv&CA##M_a=Ue@-L|9sj%0smS9<*Z913`?}o``}{MPapLF;~3eVPdM(ojmc>8my8~z zfE%VFPWJ6KNdJFay~juiz1iD68%9;nxXJIY$NAY%Vbfg3q(` zA}LsZbPtjrK@E_Kbgo1u8D_ORG0pD$)2RLo!9$uTKas%_&VKf}z^NMsodiYM{hh5m zAO~9Pl`VH)mq9SvK(}oh#$_SOGJi267IAww`HIvkEtkfH6Jd+|T8^Ug0cSNWz$%S1 z7@-ge#-4qkQHGMR!WXGoT4V%rd%QrQsl-f(7;0YI7l%tyB@d`D0ks`Uu{T9fGX1jS zLeBA5=xo7ZQbjqX+0jtrd;nSZ<`mL5darxuqXiFH{tJ&&Ks!dV#| zC)Ci3H8r+->y0avGExiAB8e@rcHU#KXYo&NW!;kniaKyx>hFula9*s8s_4!4iqnXm z+LwRp7sFQ4Z1(Pa&!ve#`XZWIhnpCgn^bJ*d5CLr`uWOtYA)hbWC+a+kgBYj!xSiG z?2%keV`1D3F$KWZAJx_)tXYQKzpz0h?G|7TWD==M7|TGbU*xjjkS9)ep$-;!fu zvRTs_XfUr{+q$A=OVJ+2GgGY8z|24rlS{2 z?L!ziBu?sc7+6%(MZ5#4b67ful2@5F625Mvbm(CjD3TXAxPh(t2!kDBD=QG4WZkg; zduETDwhO@UDLsPZTaPzZzNuPg6_?u4hXeY29t<9QaK z@`?QvSPj>n;7|`9Ib|y*3#EH?ivG;V4ET_&=Lp~#;+%j@V9jNPYRg4EK|EXkv>FN? z6pJg~?(2jrD9pz*lxD9(spW6R3kiPf)S>B8D?Mog#|7pbg+&T4~ao^75?LtcOw$wO; z(AP13=phZ})b5UO$m{h*2?}R~CJmy_#HYtLeP2KpRDn)ls1mh$i;PKBXiwVOgSt!k zbAWaXgH(W+W>(xG6B}r;9}z*@o{t7sR!fY|74?k*Oj5sMp_(|cM23J`$C7Z!d4l)K z;8s8@Fa9IU)Fux&&=f={ffZxe-0{4IAL>1$0}OAJ6yh9a72ANFfR2CKojLFU1JlFl z_PNjFp8-A%B!rtfIId{d($n*dlaMj-Gq_ktBn`qbN)&>_hei&Zk{3Yw^zGSlFL02p zwm%njf*HZ;Xxbno&1T_{p{x^yh}Ee{gi)ickDWRih5bf4>?51qqOj0e(3 zf}lKOCoL)$fvV5XN1C}#W*#i+=n~a@#*a>&58_(V4M%_S%ca_88AX$( zM-@Sm!Q)M>Z0!ta>ty|w;Q4D_mHxK1mMwQ4U4%>k!HBTLa1%gfI8jLR@}<&YGB#Ln z&rkSm5<%Y1OMV$VfcIU-F-n=wkl~%x(hr~hGlvQZw~*2Kfim;`thW|$L9_(4D#!#@ zy^omG$h@4U5FZ~fc@5`gp=uF1unt=adi(U;$S|jsqJ(0@e`>Uaf_g(y?+AFl4b+iN zvS}!zAV!rW#FK>}Xp!QJj9}fMG}e(3+LbU z&;j^#;d>N0DhYR%YBq8l!f9Hg|G^kZ9+p^>1mi$1pQ_5A7*h;-3nT@uk*!KW66`iQNCQ)1kxuU7P=Z=TbKoR-DhGk19N5 zcrD=P776S60^l?szq75t2_`y#@`_zU&ad)T#bzs@;HG{ea2V3l00{E4Vtr5)f%5(u zt=R0AP>LG|Y(X8Xb8^>2s-p+LvFmxi8GB{|qI`AWwK7fWOI=z1nb6=Vop9qzR3koW zewljp&&<3a9Pt9?3`Zd228W1hB1>aOWf%+Z_qR;Xd=rIs57{y9xx#5SGa&(xsBIsu-mw2UFy#EW{Xu}4)6GcQ z#-kH%+rrz*QoP-w2v$ST40pCioq&w6TtwlyCYo8>b9?$B$BA|ZT5%_OfBWCPX&NnY4b zlYK;aTNUv@7Igoizfq__N~q6NCm`cECbybYd&9^!XjJ#|AKG$Ubijthv4ut$qv0lp z>u%RaFB@1!iH_S_22Gjo05&w0v}x&YiI{KzrgugKn}9ygTjXU_`!FGhqiw;A-XS5! zSSC+Y=f^S{%nurLqm5>Ba$XqF$j_wwI<#tH(tMfXORwMP8OCl{xMq(YYJKEaM|4VO zMsz?&t>H+(HW5&xh*Zgp%WlbK3Q_5aP50a^!P+2U7wnqLlg_+xpDL%z>SxL1&!0)$ zy#@t2UG9kT&Wq^7P(BWPFAAaA){FXLd!_$~;L?+ama(AQnV!@`sbWy$S!{C&$0HDE2_E5(awXk@6PRrG%1M_of5yY9E8k!$pZ0cd$ax(x$7J*i?cYuGY77cH zgMH_sA5<^Pn{YC80+9Ie_|3F7!RNuIbC*t|;b0&O;&KDhuat@ zIxVgQ(a_rkOe2jRIW~+aeCvpIHX0$Ds z;jzSI>c|s9!X#ElaS=UV{g?MzkP?IBpl!#&YAhUrEoGJ6JYsV{cEr^2F-}%+_*f&| z@8gV8Cmff#(7tcFltdl?*V4jt7E&7HdxPy#E9YQv>7E}HklpuSGQ+ys%ts~A+3;-sLs(81|18w}Lm$b4P@7E{K3H2yg8X1mCES{SYgZaA{ zs>KSe>2=`-5|(M6O#Z{&e$jqWVBoqLSALU)zTn~j0oCmGjfFS2|H z$R5!=mkA)jKaW`2b@seF|GY0^(g{JX1KW%EJMQG1rnP2sU)s!j_}!`q+#Ipo?>p}+ zdAP^3Jl;gylD6GkcPE-ZC8@kI8Ng<`-MNu29rQRegKHg|ovk`G_^b(;jwjJJ*zZez zcr7i?Zgi%QPWx_>?c(=KGIQg^QoWh(A$Hn?!k9Z}SNjZjVtRcwVjw%hgxi3n?LIi0 z8+^!;^?NJw+0JGeS>HI#NLj-q9SJE*Kv7Oefx`$Q8UuWGq|`#X)#jI(lVMIeLM}M$ z5h%w@AwAFQIyAl&<=j-$9uFCvb_O7wT_`O~SnMkP}fn4^(k8Zsf z)2kLygFSqD1f%?Dew77uQKnSlIHT_sLCzmuTM%9xG!r{&kBiV&z zs1s!tqSrMV5*eLQ5GgFz{_x*kQlC1}k>59?U-Mt?43>h2>kjvud4gk5^s%F1*uLZW z z%onY-XC_a~_S?8pXn-w!G!fRCZHgUO85#;VLLpidfvdR7bEe459gxj z`wbk4Xw53DSpei(WbG|SaZEmBxDOUx0lip6!IHLH=+j+mj7}MS!EHvZJQ;7Xa;5ro z=RF_sqsLR~q3PTK?alsS|Iw-i?6j{1U^JW~B^-;sb~3orWy32v%ku@b&Ci6}rt2(< zhMK+@`Qqu{TbruYczGZOc@u z>6|$JKp$^Z;zi=THiFF|nLg!A$#k%L-dzSmd$gooS&BakA!Fi<=x^PJ4io0)x&U)M zf;On3#&x@1jxBDEEvn}brg)@*e6~cuIBp8gz~`VNBiPhHR=ZR;W;silYcorMM18L4~78Iq8>ti9cqI;Vab z66e=xNd5(^0O zYOu$7t|%;Lb66MqWeQt^>>yeUTc;Yd#5+2Ikxmm%|kbZ+d;17WSz5D?8iJ5 zm-A`CGm&cwEI2qV;?Qz$Z1HEkb-qpn;l$SqcPn*b>dxoA@C%qS-Bc)^0T+`^#(<=C z4g9(TD!J?0@+{va8}-<#K@Oe`*z}Gct*l{%McOiC(`uSG zxGF|Kw0m%-sXtXsAcECiel%ZUrABku8$~uUg(X`SyWOYY>xzj}VS8p>KWG4QOW56J zHImi<6sGS`;aT%6m~S9uK1GuO(bXFS9AS@RZ8uzhgZNU zl|H;dKDlOxE{1ley;y>y$u*mg>9hf^9cm^AepbQ-7pcZGB)f2}FK|4|cKe#`LqT;S z$fX>PIhf5qhl;L*zqXWy#I1XVwyd(|j*v{EYW7Y9KzbFr;ZSKs=%5W~qn0VxLDT-8 zWFn8C-^D@OD$@xdW5L$x1=uQ6Y5&aH@0g$J5~}tr!vmz?Ga$T z`1;cr#7|r0jJSFA`O~_hu*4!VHsVjb*N~eYG{|-A2ohv?*-QZW_5J*9j~J29_rI8M z?}LE?TfB$aWD>oOfKs_qVGJKI=WV1+b7CJ~j9rbD_8*pAf?`B`|x`H9OhRKybe)r1L$W}ff%e|6%SQpz7 zvxQQjbVE=w9FL!I9(p|N7s`~5dZ6x-@23o#c-rq+v^B|Akjj-yNz2G36B6Wfdd4pp zNewYC=BB!*w@z&Ge2ga(Ud?lkKA{b0l_-=aiQqAp$gVX##hX?Nc@BV|55!A6z6Wf~;cvs7yRC>w)ze$T5T=l?&TA)^*@JH{`azl|z%|Yb^Q{S1B z6IdPDY~cFfL=v#2t-FxTDlJw=ipCK&OI;KoZJhakfwEiw ze}J;Q-C(#Il)(w#eJ1O$VcAH2tpDZlhC+IZBZNOsOYl-;vyv$Dm*Z0X%W>(Y z{=k2a#=Sro`xoR&oh0GxaFP-@=i_XWWZ`VGXNkhhm3n&&hn<&>KO@O}CzS2iz?V#( z$P^q_DUq&}GQbNnlr;3GVW7+Y&Fq*o!rK${^fRCTY!Ee4Y9MwFnsyTfJz35RmS_2& zULv>ceA+SQKl;f?+QP_zF8}{NGhsF6+hT4Ay|;=L z*nAq?1qpx}9=*Y^L{?eVFmt?QDXQWyYvPyZObfqo$7>kvT*1T3ieIH_NeCzgGW3|xSkGe{O z;Zr<97RofWOD*4ebKsSYXw>3jhX=#4%GF7brGuv?c^%|;CwR*<98Xo*BE+V*SsSaJ z{mKa+5Eo&0V8ItQ6#m-?q(YpeGF8R_bVU&%4Cgt_=L%x?GD~#!5(P{sps)hl1tv;9 zo7rzsbM>sLY~2pK6-H(|D59Q^gm|gFYrK$=uFt`~DKvulixqil8f@gW0h8ngZwLi&-K9CErVp<=GE=%J{>UDie(RMx7%s8^4JocO7eUEdt z6+4)Z_b4(&zW-xcSja+}ky+?VTjnc@#I#}Kn@`4Rac9}Kb2V;gM9~!6urI^-#n&;A zXOH{yA>{XfZP!2+i={8cBeU3w$8NKs^BDl54Wc{041#Y4L*H=*RL2janYZt|?734= zkistR^uhL+%t-xE*#JdVszxY6aNO<4cGobd_-+gl!~LorvD;7{ouXqF<#s4mW4CU3?9gP zRdTx0@6CrVv)+0w-&ZykjQ*jfn4bFwZG`1|(ACj881cyuch~t!y*5vmgu?sF%pjHc zE=B(WEPu^TK<6Y{kT7noIkcV08}vLF@?Q~e^(_OP)*EIQC$R`C%1>8hkih?eFRcmE z|5^j7#&RGW_=P*s$&qO^mAixh4_6C`^d`rEZofQhf)AU|-W0t#(e)83K7YA~W9~i1=s#}2t>&XH0AWGz5^@BmP{*MI$ia3t zl*g1g+us*56#Uq`T2Z;5!zs>`Okq*!c^=5Yv)*9>5GAJG9CsKQzWwwu67@pP_LI+t zeV1_^X#&(Jx%^70y^HzY;m`(!&F;#y3YnHhtZdN0w}+xlSufaxYJdU-C0SFy!eOYe zzZ;k?=;eHKq-DBL2lIO8aWhpXh+NKGa|T^5Z2y5{<5QgY4ww!Ir|Z6=QcH@6H>t&< zlIIurCrslC+zSNQY6lY5gjNTD7Gs2G-QQMxdR4tP=uU#uRA$8u8NG$;S-Zz#iM zVHU3A!`vHG_PXuFNQiaoPKRf@b1Y!sWK9s6v&DbwwYnt(kgyr&n%jMJ9%jk4HH#@g zk6b?mhx1+6WUw;hktb{r*f5x|UV)EYK}{f5U;y3ga=kN4&R1q4IKC88n_nV5g+h8Y z!Ax>3y@zgsM+*323g-_Zu)>{D4P(`KjipUHLR$#BKAetM0VHx%wZLgWyLMW8=OQ{~R0m`Hq6+ zP8_$}o+M@U#A%Y;H|kkx!>(R(%sm`Agg0UZ^t`=oW_0zwQ|q)}YiLfEA{4in7oRL> zsn|@sdYes}I&wdpSR$?1oB+7)MpUvsH(|QpnlJ3V7K2F^#_=dx2txY#h6e(lAG{kT8&9+N_Rs^h&9HhtKOyk@#JKoZCRc|3fe8d z&z_7J8r&D;ZDYpib}c>xLkkZDqw#JvWf6$ZG`kCZ?B^eHt}q^(iOOlfj>J)+Jw1{R zy!D^FyznEi+*4B&pKuxtSn{LkQSO^2l^a+xCsRoFmb0XJcl4=LHp!cH2;Q2*z>Q0_l zFylfq4|>YL!lc*ez#iYMu=qTW@jwc>%59HG>ZNA0hFFO7EN3}DMu5VV?frB++2%hP zl64P-*6%MdRiIjK*w4aKwI8+iHJ-QnyQu%>NZO7+{<$!iiBA$zPs_5{%>CxGl0={w zxF%jo+Og@`+`sF2x@WO)m#J86cobnTxuVH2fI%;54<;h4ZShkzq3vf`L~b3<-hlTQ`3GK_oT?-j3`Cnx*cLhna5FDxO=H$DcK4#aZ=X>vH;K_6;V zus?v{K78IvU*4aNVFLN7I%c@V1s(TB#V+xmQSyKfyf38t2d)8L(!e2-;pC8V{7VYi zS|@)y#LvDI`+IQj^zsdG3zUQY7&S+$(J@ec$)h$ac`wJ1c>hBm=sOF=hg3T_=bSj) zQoQ6lB1;osoN_MJJx>4qigv;tVNphZ4DsQ!&n9eI)mUp#q4+<_0cLH=H5i|ZV@9|v z8tx_TYo;^yNH$?S*m{C`JVXiA6`B zxt-16*VDlAr4u3h2X9J8r>x&iJGcK$hG_zYHCVQ>MdMS1>GEy#Su zP};?IV3mbnm}x=sKZ7lY%?%!Acp=&+#(yt6uE5V*kaOE}E6$ll$x&afPvOI3G8`Y4 zJ4gTo{1hBgDm)kLgwnEeu(AUNBYrpsfPi0*C>%{#GE=kC!m|f0BX-ya2)%{*_=r_m zpbI1d&A;5h^fm&cAY1MP(XR4lq7Xh+j0wssaoTHpZ6PZdF{oL+A?DjH>DUAGiby3z|IN|~6lwyk|QYg6q0tYpme3NS+>|900wh79ItYa~d zz`|Ei5R<;060;uTQyIL5zT8I+L~@|HPz2zv->u1Bbm-vs3@TF?Ub?=RHDqt7B!})_ zTWjI*oe}KI^;a$XKbClWyV31evX;OxgP1meB)ukCaPURXB+>Gt7x4Yd*wlG~&4w zO}j=CMsWUp9Bcg1$bZ0+LPZpTztDn(zes|r(nD;ND1>+45cZF~Y5Cx8sK|l4?m$YZ z+_77Ma;%egk33AjuL(;X+QxERK{iuWMVAzZ92S%3_J^Uh=A4TSQU6|F|NRs4Bts(8bZX2BnE{E)WZnkfa zx~mlZSIg+*iwI~fnsz}<`xo~obbl}de5c8NzF1>QncT5zwhcJsID~hF_MUb5qz|IL zbSdK&4uJQ{yI^+y+DtdHVxC(V9JpE&&$fRdm7iBo&XG`VP&p(m1wc_|i~W#ByFCY_ zv3gD0Gq5j=R7d?8dCD)65aWSHu6`;s9Q0wrN}n=2qA*>o-;;9hH^{{EwA#!y_ldr1 z#p{uYsz?EMb=|e=iE15DUTM=rLCuzM6q9v&+;8!}4Ec^HEXMZbJ&Y*3S3plZATfL2 zl1NR$X5k4mx=Sf(Io-qZRtoisv_7Dq; zY}AB`dl?ZHUY8qm{C+h1r?SlW`WT^ZY&AlGD-tOPrvXiMM8~wpuL#AzrlE<|A$_TJ z^KU;t5@CcPb!_K=x2&vYV9->~aB)#|CGo8Tm6y51EQ;9O5%^-(I>5z46- z;SBGl%Wi_@fa5j#LxlnISI;lV8<3_p?9;o_v0mU>Vf&h7+gm7yKruW(1B2-n=8Oh! z5k!gUo6EOGsHl8$(X|2tHv;3;k?o_FI9~P-LnY+I@3Vs0K0kECBG3@ za!;PTqX&N+Wyf*>PE?oh{r_m5JV<0ya5JQghA4m#XVQAQx@U!0_I4f;}~xcZo9 z_+uK?&H^?LIrnkM{$s^PG9~06gqf?%?iZj+_~_9Qm3uF|pnDG2E~~oK>_%=9QI#(d z4FO%ewm+*j2P5EP8u$$$&*H!txGNm-B~yq@BCXj{T(D)6I;wz`1VCSvV2dXe!Af;)vTnTV`>lC-`}tCdJcM$F6#hQd-kJ0 z*lp1+HrksiyN(|_;gl0o#aH@~l|UFbjpJ+k|H`-xL4^+SG$n1xl33&sY2|zr4j^$D zF*g43XSXg3iSc9zBf3a?FwcMz1^IU4<<1l&uYs%tbM&Uh3s=SE(aPk=-kXm6S58LhSjk3d( ziQ;w(g7}-LEI61JwOX9wZ2FMH$V}XgMbQ7|7=+^>97A~JWIYRP~joC3l zQ-z2FC-BSacK925LP&Pu$FuafLY_2}Y_>Gh`SpcZ(ba(%kNcH{lJsud=H}EdWl%lM zge1x=EIfod-B`;JFD`u9ZCBjfDJ@Wn-MQM^RIqEu5@S(}e- zXiI5+{K;yQ!Dy4t^e&lYm~&qgmF&i!_GGy3B)cqQBsZx1Sv*4jHFoUD4ZU=^(+l^R z;tJftuKKzhI&Cxm{yX!LvzyU@GKt;9RfHwF00e%%8gwaQOD!Mw%9YND%8@i>s&PWc zdqh!tcyKSeLIbXPNyfJk%I#Yq0ijNKpP9b18ZxBuTE3gYi{|J)q{o?TtbS$Y5JJG_ zY?Flw3-(+0T{>w9KTElPK_E35I!oG3W#T(qM)5mO$4^3ah0JU}gY?jcc;_+?t;5U_ zPKnV7IdeD=>cXSV-KBy<9z^vvxYK`*--M*PzZc~98I-!>1qJWXL;IyvdrppbKAbZ~q6#sCsI4yxd$$I*c&d*t4()d^Yj^KSg}G zt_wZ>h@4$G=sohV6zCb1rhv%QFgm?yJPh3kn*xtP!M_`?W1dr z_e@pIVf(Vf&|J0IW!bW7xy5G=bJPOjS-omcn(H)X{}sU!Y+_yyHpAMb7)fW4JaJT} z)A8b@^J-KUBuyCM_3Fq6V*f67+A8>CLQAX3CS6uSHibveE2@duo8nMD|M}Kj^j`o% z!kb^&J{>@g3`g2QLln_Kl*~-TJ(~0vN&<-xks}8|(|7;LvlA0#`*oxHV9cN(;y*DQ zJQbb3fZ(@fCUN?b-Hq zmRW@<9FrsHX$8Z%NNkRm@QdvhRN7Tv37=Q9@!9gOG5UheeX+2_ojkIQZw!ar*5;7f z!70|Qa&jqbJJh~?1W4trPj8OrV=A@JKpOfW@Tw=12;@@yqnTlgV+(58TUDAI3Y1=7 zc_ht+sM&lMYrb{EgqrlK#J$UYDI;`%skH$6?J(VOioD@UKUOPN#dgCW@#uNHfRu1) z9n+67v~HvX+znQq?j0sS;tY&y8;97@d8!k55)oe7kGv>0M;5j_7?MjIOQMi;{dQrT>7bt;{Ip7*bELHQb2j*r|d2(M6mQ>+UTjY;Oy*CE0AodCoV51%A zhmgSSQ}|E7S&hZHi()#rJx-eE3fz~=-zaXFLy6d#s8Dwooxvno!K9wLPf&|D$4gYF zJUS7^uV;d53|@vruT$gi6!N?zA|JG$V7yV=)=eJ$VZ6Tv9aVWfgVHNoAgE9g%=G40 z1wQct*6Hm_rWT{oOk3dm?w51G&^eSd0VKrkv@ST}_&UuxE=_bDg3mudmQkQm%8A$` ztrM5Fq**pK<(?+@)s?Upf~V!`(Gd#PnAIo3jTh;EttGEV--u^y-tI)?e1Si^^>O-i z(!aMPTq8@+rJ;d_N884GvG)-&_xY4Qyh=xKRwzy?M*?j>jT4v;e|>lur^57JK#Bg_pUB zF9^yYTuSQWTcdPj8@x!#z0Sx=XuTfaAyAAa*AyJ2P_LxQ6C8PUj#6U_W@d54DhqJ2nR>a!P zR%vU9=h;hKj1kpZ0YF*5)soWRS$h2~JdWRo$#j=_99@Q`&YD^7`cn4t2oY4CAFfl` zE_skmnG2YDIfJMj&e%2v3S+Zy=}EFo9So5#e(JxCcZm*R0dd3whxyIoplt1e`B!#C}RiF^Lve?PaxyKqgqIHJR7nQfGwybMcpr;00v}Vy2b@34T;es4x<5r4*@$P zX)^V{J-!AIt%yVI=|Xzn@&{GQpfC}cQqyLm!PT2+1objq@%m*uO#bVh91L!u$49gI z=1-c?eO`~pG#;ML5pU(+41#@nLCDcv%O`}z4WZxp*8qK^VyOt zQy2GMP{I`mH{CP&*Ew=@F#>vaKZ#egshh;0LFh+IQPbyDZ`{c<1%d28tOf6+=ePYy z;})#%^$vAj8C)>}F0aJj=WfWFUiwm~j$QcTVEnNm>ulC|u(!xev0Bawt{#Qkxz%aw zWnRVlaCpOSh=?&$3FygK^Eozuz>M~$0>X+kVF!(Irxm{U>Ds_c7fN#Haooa3Y*oT3_*;i{(J6zl-s(l`Hew?SE2A zhD)*(KJCS>EzfIHQ39FfVRbSAg%Za`?BeY)55>DPQ8{i(_C${nGEfT@Mtr;Cn zWe=C|U`aigDVEV|7oJ zEQN|YpOS>JMXH*_^2-j7U?YU5V2nP=hcfs zAa%$*ZTK1mf^^*mPs!k|ncA-G4m{WIFYJ~AyiZ@!c_IW}jJOOX>fp*LM2LnZ-GMf3 zMuM+aeJryHQVX`fK2(iH4RC*g%N&!zqVMuY5&za}f+_@CVX)~GS~6c1OK?6EUQM8p zbJ><5Zau0mo)DEG>gZ}b8q?B6aR$fRd1rWEM|?GW5HanrRX%OgGwv`GmsFFMA@^3Z zclTIzO>1@~_BHSOs+WS~(B z{yZr_ohF%HRzqRpe4H*&^5-G-jAQuH!2za!0E$CsCeg<_tL-o<;&Je==$YRI;H*;3 zEDHXoHBXLn&yk-|d2%U;Xu}GPucCPE#g1D(V!u4FJgOe*=ZxkWR6#*(!6clwvbgL*XOpRQQP!42n|`|r!l+4hhGBPeSUU>aYj zW$)5}0h|(Yn|_yLS)0wym@9=ex4A5WKR_x9+}u{rIr5dtFf!<1CBgk3%mP@Gz;^*= z*G--}XP@w_M9V%;tEn3g%ezXPe@|R$T!Fx%x$pnLZ1dP3tRAe0ED4E&Y`?Z`2TPdq z>}A3c$$ z$0hZAD&&h@@w#L;?0-xdk>|CWVo0>T>@E_lc!(?pMpgikSU}Zwl~<_5!;2WTH<{yq zvMv&{Aw~n-4qz4CW4zzn;Bm)q^Q zo36|6*%C4`?ueVOHo^t-`5Fj=>$EwEq) zCIbnh;UWh84)tA8swgghuc$`?Zm)pMRA6bb(ksjBWR4^USxJM-Mfvtm$i&R%LiAmH z9bc(>aqa8m_Yq0CoUPhLsp5BBjeG2pl`4k|JnQU4U4%GvI9F=Q+!pY>)A81tv&b%Yb4NBu?&2A$)@*5EMd5Mdj?*~ z2I*2t8KFmO$=0N)QA>OHQ4J+$s~^6kHGr569pj%ZGh@k6ux-|6AU?)loBd(a-+5_) zL_b2(34A|pBs1ljlEo4^ux_O%R;7Nl(2uBxJ`*b4LTQqakPR{HhABq$Y_=d?=JX_g zo~>nMcily~f0#z1NfUu6!s)J?pOhD}8w@(%XfvC_s}(5vQeO_We{CXWg2~2n=`%<} zpEs0Qhrn@z*7^xn%f?i|_7{!eHG7C5MvnY~PH15omo~+{69FDlA?`PV9tNz7aC*u5 z@{mqup~vq;Zt1mu%%W?-HZu!;u!|IjDZ8}BEzN(-W5`>Tw-OztkIRbp5Hh_j&!0kJ zO_+)w9eGTs!OadvHyc?Jl2*LW?#(4e{gx(CFPkQFTVo;1I2;f9kcJMD0J(~UZd*&4 zi*?^~-t9V?@7EC2?$6WB?9C6&1UL^0dV_tMzE$z(UaoF_a|svSuWD4;yF;!mbo{2b z&?&&aFY(lhr}0SU$al8Z9d%)(07z1u)P1I*x5f%b1#5j6JVx|CLf)hAaW^T@y%Bj5 z-Z%w|s*`j)q8wmi27;lUYeUlxnUu{nukvT3I7HNV}pi(CvQYUkd5 zl;>#l5AppQpKgWb#O6JJo95s`66Gb%}>6m(tuy^=bdoJ5*rD zP5z~P_CFv!{Itr7hrgt@m0f3&b3T03At3lT& z?uOPe$2XoT>dr>f~g{ zMu$*5Tt6_*cmat}iuxmcG$`kj>BHAQ@U2kK){Zbr=sGUkeLfmbDjZo!Z>Thb7o$^7 zQ{x!*U71tbj0WGOOhc4wmVD~D^2ci+hy5yJbyywb$-C50m+06}9({r~TtGOVc-7W1 zEal9HeH>@$sqb3f$Bu&ZgBfEsg@Nf6SGj#s10#X!ZIR;8j)y zks1QGyWG&nzN2s)XL6d9e@NzrecLKc?uyw6nR>qR~Q|d4DsEfTT)Jhnw3wy}Oy@oGHWXWrf zl*L34i4g{OB%Rg~KiHBtN+)2&Y{ zGuH@z;cCYAbeBe1xKSzBMWR#5#*@>k4qTk0RT!l|7lJvQS+kdEnk$yY)UY06HahaG zwJ0sAn(&C*G`$^Lej@3*Pp&s6i~tT}@+$ul%95?ju2ET45!!&2DAf|LuCvOcckTGn zc~d%FB@6dmqYc@yL@{FLWS+ql(W-=uM{x?#!bOT5U?6kMdx};KjJ!+NsQ;o} zE?#j?M*0Fey*F*%>4Ai&per&+4*If#SOmpL$y6Fkx-0;iYa`G{=3UT1dqTAk z_>E4V!G&3^R9k#9jVngbvX`~k<(t>-Ghiz=h%0K%N&wgeM?`o3Na~G_)CiUJ&P!Tn?W*c-q|KJ-;cVoK_>%ibHD!}p;iJRYr zHMz9J?6LNnDB*$z*9Ux4nGPKE9-V3@OZB2p6Xz(_lHhpsw8$gcYHht{hhJ2#lBAAt z7BQVNMtDC9GbrymIw7$2hA#z#!E_N(mmc^GASJ( z7}wsS*y_gKHOtw;u+fMzaO@N(rH>qd%A@%t2o-^soNb^DF(DAyVj~Cp_8QEt#MozN z7ZdZzbr-<7p;Ne(ecDj!z=mGx%y_VeOPg)@#9pkr7$<3IQ=o*I)MUl_d^!&2N30Bb z6QSQ0*{0W~zKErcXc(^ac!MAVUvco(RKp;g>ZR=*pVb2mGH3zD68>E0$L?`#lptMu zCEiuXEXKfQ1?Q3DC})LZC|2!SA3_-N@Pulf&-8sXFkupE?L`4)ESLj^YofCPn}Bg_)x<|xwqNTK`p}rX~f#tsI_i?u=+?BM`mS=T>9{+cDyzSRF zyrAmvPiw!qC*%d6YeFcfE=EEW&!oy+J4z{Koxbx^^cXRXl?b)am6P;8qQU3%op)aC zg|91mm2}NkS4I~?Y;C*A2`yQ_&xBY`=GLos?wDa$#KG;7?dYb0JFuUE1Y&EHE5C@Z zNZaD1+4X5lTNIg_v@8>VB`lHSe%mNe0{oeg+{d^t&9er_1K zZCp5jbt2U|lJq0q9nF)ZG8A04!v>_w{^2%PS?J2grE`-?W~mvz_IG`O7gy zhK(PT75nVX=i(o^-+KE*O56q1f+FfAR)^RS{rGRdJZXcodpf)_I5 zg7n|s+sovk8)$esPoeoE=`eUbUvolIaXBMxy^HTQb|kNbW!_uX404#ujvaCt_-NC(M zTVo@g!SMbR>m3ER6bf7s3gRrmPElfTkLDUk%?(L?+KdN-^VyW zN-rLh5UbmLO4r^e^sYAn8BxSlT!XyDEgcE-QOF(8TF9C#@wmrQ$GCfnruLOY#Lt^Y@$EfzL`kI6^Gyr z?UKhgnjd)R^WH2mwS$|%@&*n5gY6z$I=7ro&97B=etYC9SMdH+p60eKh>k@%F+n7gJ`X?ALA1S97s`E$ZOalJQp>CJKpI#jIh0B<3ac6P**-1Yg?_SXR7|foncJ}6 zKI7zv(D!aP_qh9PD<6G?rBEjTBy7>r@eKP#iWK8N5aFV>k`aEL(; zCR;{j>QO0s8UtuDyz)ZU7GC&nBOJmJLm>LKIlnt*Dn6ea^0Q9Fkw#LmciBzzog3$scOjY$(M{$H%@@m4xpb7yHqN(j{aE|)uVFaLmSbGAUKCdQf zb*%EW9p&t{6=Xg-pY(xEFh>b371E2) z$3a+)8SXJ9rZ2YrwQFjYxjP?FHqezW6BXDU8Kc7AskVaDeZ@>7vpPi1D92PWjCrMc zB&hH4&FJOpOPG5)h|VKYxn`C8$#c_Oey`y@@|}f#)%c=WooAZlEb)Qec~IKZ=gAG# z$adIRFb)j&^mY+ra{*oZ99Fj!^g;R|ukLPU`FvBXh7=a4=!uZhAERzGn&_a>XbHUt zScHlljMmC*X1E;}S*IJPVUeq{K=GtQ^+{=*i&b;_DjzH&&!L$oM@iWUnhW`inN?Ri z{xn*75$bF-bs@Ij3zEBZi;alu37O0!R11l@WTQRs_#1;k2x?!b6JaTj^53!WBsbN< z=dsMkVtT(<5tNc?uO%wh4Bg^R2j(pBulYPf?x^?xg`qE`#Of_q9QmV?u~CvT9G10k ztwI_fLIeM~3Nn^Cl1ubkJ{g#7hj}IRI^uZkb@^i}+AP%)Dr|M)aCX8bYJT?hMIuhM zQF8zV%7o)a?JC6a&jLK17Ij)YdN#MkdBYO)4=x&VU?&!w^t60^;j<8Y9Xen+FM=4W zJ0ZR_$$m64=+&N&!9l6QfS&BlkytiWfYXl_c!;*K(nf|8;{#_u<&n7?^H@9Q0ijXk zc4lZPQ6>8k;LN{b+)orRwUJ9eg9~o@Lp2iM8OrxbI52F zZDX6gpPpd@|CaC6SB&3BYtQ>tj~0fS9Wtu*-He=LW0zu`rm<#~QK84WxQ5bkXw$%V zRVRflq?{p0dS_skY(9O!+E9u$#woMf#wievN4LR<$`4bUM{=UFik`-Yka)rv6tupy zuw6ksP#B2>=e%E$IGCCEu>n*7GD)-?)m}MI9x5rNMJO@9Gwv= zD7%#Q1JuF_O4UFblTR6i&@Osr^~t+WkYE)F@kb$Q{@|#B8O-&!Wga+e--QQ4_PDPQ z`FfmPG4=~R(Jck!MEr`Mqxp?y7)duIMt>oEg2RzDEK!gZ{#$I5J=0i+ztjgo(|+*! zb6~>FIsGhYTU7Iekg4ytp;vu=+9lxLkkA_ZVL;(Zx;&izg%7I^p|9HRdezlsZLkVj zxw36Tx$Kft|H?CN{NKwX#M~*=!^LQo))!=Alz`Z5a|_%%C^&Usro{=IApY-bXfx!$ zTx$bPr6k#r+1rGWv|(SgKjV5z&D)TI9nycyIUn;K%O0%Uf3e9y3W73Kc^xS+W_=s+*J-UF#Ztu=AMkOrw!O2?cWx{cfNAw(ECe^^Bm^3!wd#)(!|MwDTK_L2LVv1z-n1@J$*mI`5^iEMMzSyIAVEwNu>&YGtD z^#lG5fM>gO05rvH!)RRpP>4hT)gsNZHKW;GwsF2_DPAe-SJ8CPDcWv3f=AkJ`}nOx zSm^Y9`dE&Fpfi88RNAAd`^kfcf)3=iy>%e*d}uuMg(OIJOy%r330IQ;p)vov_)IAG fFIf4rO~oq$I;VE)zAR`D3iA3aE-zLlV&L~b!#8nF literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.png new file mode 100644 index 0000000000000000000000000000000000000000..470b0ba7615898194c901c940ea5af791aac4fcb GIT binary patch literal 63181 zcmdqIWmsKX&o;VncXxMpw^F2dad&rjr$}+v;#Q=%ySuwnin~*sv)KFj&ig)l_xpXW z>%eT+WR963Nk&F;C+n+%oCE?aE-U~5K=>s2Q4s(Drw88eKtlrmSK6!B1OQ;mEks2X zK8cDFD>&MjT3DL^0FqymQlONTmN7#n+Yd={gLOsiX0!k_xuF{w-@lN@Dtv$kM`>l{ zPDBwC15W}WD4^!XTv11c!~EE#OBMG0`?h{}$Vh7!>DZXodHe01=Kh)8=}GIP;Qofw zA`xJSRwjTLEE$40A)74n;<{j$xWG|k$ zda{tqGGOc93-zdabH>Ej6ZY7qrD<4y;X~#W zcLax)Uo570E0jChw4{`_WKAnU&C(f-+-mn&4uszee{5t^oZk(8ZB0As9ycFZJj*mkZPTxi&VB&6)330fyw<*5D ziJ`>T+u!?UU0**+-I1_8FiTw`-CI1lI2N67GqC6WG`9ay`U-+4 zE4~>V#~|KYE+m^gD-(~VnG4E;Xa5`_;lu!!jo3O`1RENZvkQ@%M9mL5zIS*uP4|mh zvVL%E%E)-`OkBc1F6%vg1cWjk9Uc^*X!7*L>hf%2%;QVq#WhO>2jI>O`QAq`IS*Et z>gu_0a&jf5i|B0xOJR4kDlrKNdHE?+ubnqbbrSg;|Oy1DNG zlqAqSBF15$B_CE|L5v}nh1rJ?t^xvcps5L^0u@OF$pckI@N!YV<)#t^BmgtVyQg+ArhJ@9Xu_e`nCpgv zkQK|w*O_`fFlUErhi`|}39tCTm9sjvKeagBd*E>629J{;z|zZYgq_MQLu<-Ygsc=$ zGKfF;ZE&qG(oj&pTAiXCWdY?lCTg(AK+RCP+Nz?3@0PNIDYu$7b@bQK zZj4{9TZq5pwnOamo8;YT+Bi2L&m-i!t}pQ}FzzXzX`Yc^aeU*6rJ0Gj(LTUf_rQL@ zF%Zg)u#aMvN+lmbi3+Reqc+5K5U7q{`oJ&mE$mH2K~YGzOOCS}n=$Kh?1_jR@qR2<0^YFMaLiD40nH5N47^3djpm`{ zA?G2<;UX(I4j4|$7;2h#8f;oV>!PvlFsdXafsk13U_@|RGnexSjjWl3aB97&9(URQj~D=(2z+oQ&!X{1J?@l*b+cB!!S z9lflsbWQmoPfF$Xv#i>B=}N_;0>Tf|Qp}15ZJWv!k9xHu*dxXx`dh?%7ko(BtnRSH$vdTX}}ZYQe-j2-o@j<6JVyqYsF(?t6=Le2;|63E66xu!C?-T zJ(X=PnlD-$(`SQX%UUL^?S@E&kb}F2JHlM!q)M9|cN)(a4`oQC52WW*uhVL4m}``& zTC-fXdRQOXpzXEnocFQvI0hUeEa)uQ*~r+abIx;eSr0dKG+5d2S#K_-Ejygtt*loU zFF~!^)tpzq?fpC;b~bmwcA9gOaa=of&nOax%TJnNkT92F9){obSybe671darXpbZ+mHrXn*qA@yYWk^(K5cdMtY6e2RWre)@59d^dOx z^=Nn7IX-1vg&h@n2^jRB2iXVx6c87n5)cz46ZAzyr`z6M_@dz_6bU5BbL^c0@(A=g z<|FeMwYA2Q-PY1Y)y2_8F>u3`k$RHR#7UE7kP3bD5Kj_YkKv5Q6#Lyb)JHzRKHwdB z8_f`dF{m-{Bf1r}5_2-*T(XOzk9>|whW<*U&S=^^&&SZ<*N=Yjh-*we&AbM3qv7E~ zR_Qe97)pb9!-Vws4pz}Lm$9$L;#X%o4#`+nRL2ynLG76W0}i{1PFaObMTy1y@-DLL z$-DzD`>OVOmu>DUZCnSr67Y801t5;*IEjTaU~4hb|C|t3H65wy)5#bvY~EWf_gx8{WOVepF4Zpw_&k z-{g8rNjgX>PZB6|R{f#J(U#uP;)+m5=^;C**^d4E;zW6tJ%8r0p*44eDIZYHBU!uGh(?vMY>#yR;nYpMvCdp z_(f?~UMWL~^LGkQ;^}(ede5e#RoT-*h-35B^HrQp_v%W6QX`g~U#HPwv^0h*1_$3) zJ~6)jB#|V7)*CmQ<=gsjEtlGr+7_3_fwR1IqTf}&;ZJXuRu%I#loYRb%{C_8EMF{F zkKm7K?+kwLo_VzhnfjeG)#>3L&mT!2brSp}LgxC&{>{qS+S+=?oYpENLu}j#3JnPn z|4MLf+Hga0wRBF?5gQ+q!1vN>rm`^_obZrGif_en?B~+icH(xwjlybp!=)++$s;r)Wj3Gry!0RpMA31H+9Ga*cew1k{<66wxXavkV>|0;PVut4dToJ9h3ZE# zAyVa^aaaD`I(+`a5bAQ+;C!oNFfQgirb=8_aM<_CrS2!qgGE2vsae#dO;$GcH36P` z^+ErEboc16TCm^HOZ8Lz<*|{U=kqcbA(!Bz_`T_o%^}~s8`Q>X`*|94hWic4b??sL zFZt4JT)|nv-@ad8uB;s&)YcY9>?k)|I-q?0n3H%oDD+{|*c1W5@Z1y-{*6!o;z2NB z9Dsk5xvJVEHv5yFen^+!FO5?HqcF#kb4Y#7yI`^oQvy;e0YI#XH}mC501bzYlVDTXUDBve5@Sj2s=>KU2r_TZVKlgy0 z_ZLN!L_d83ekvI`nwZ!+ncF$|MiNql>n)_tOBv9oudgcCnGZ>GpQgf zF)=Z}qp>Nk;z#lSkOTh`AT@V(w&!JHa&vQIbYo+*b2MXO;o;$7VrFGxWn}=q!QkX! z>uli8VCzKocPIa+pN}R^MvfNt&K7pI#P9tY7}~iw3y_k&5A^^3{5?+-cZ>fS$=2yV z%K|Qt>Ai)Cg^`)*Ph`#(rvDeR_m;oO{#w`H!|}g&#;aiAZep$R(ZUAERp8VFSy{RH z{~G3BE&nsozbRFmOdLh+Y=DH$g8w6y{}BK0#(xt2HKh9g49UXG`CnuHucrS+`o0EU zc}EN2a0c&86lCFN`q#7nywA_{&f)*X@xR6S*HfT81!4J_{$Je?guNpKoB{yCfKMMq zl-)s2GNHbq^hd^n)XrwbdZ+8=`*6&7i?GHq-4$BK8 zg{4(Qk0m8QzN&!%ba!_Z8X)CUN3UFWFV--|Gom) zNflV5j(SRC0Wg2K{7HlZAeg}aNLfcF93ZyB0Ymo@lwA1VR{%uizlQ@p38*7e;QcPH z)nJ=&a)MA}F`Jx2eM9xEDN{KnFl#@^?q{s{HO{M-l-20O_=#S{? z!nL41;jp`-Vp5_)f0{Q4sw8bd7$<$r;;!U_qe+4$Gu!`VbYf5x2+XiC3u2L>1NlFV z7;6n002*P8HTL|;A6)X^7jYN>0#n5J&%_Gm;M7&r>^JnO|34uWKFskqzTe-mj{SzP zT*E>o0aQNv)kZscah9$m_h!fcEZ1)3qI;s zyN=Up)LRB8GAN0cs#P+&9M8qUV$e$B2o#Y8I1^X79IGxjIpiCgnT?hvjT#^NY29l6 zpiwDPkqU8@0lqeQT z{WT$UNDyd7Oa@J3_5jyPCB4e6E1Hsl0wJy;Fr#F+279&JO`Qt<3RS5QQ<8s<6DtQE zPg$kjDaYpxw=Z35I$q#EjQ^@Lerd_g`6Q^AI%{xHrbk;9My^&>+ zD;Z47AzkVt_YL`fZv^Ui@OVRKw4U(7QjO^%Sv**}@EsE+Z#mc=PVK>_EC(H`S%L5A z7$S(8SkC{Pi^4Z(a&7$p3*xDA^W_?fVt@2vx)SJYx+2ys&jFXHV?K?u0JjtfQ=8&2 zaB=;AZGUtYP#7%rE>no2fGJ%ulvc&?hr^$L5oSdHOJj*2z)@SIpjE-TXJV_D%2S`W z(LHXesm5^RviQY#-8S@EoR7${klL9a%*IhAiHX4Nbt*OMrR*~$v;>S_+dNnedej_J z6goekY1FaQ1ju4<7W~s*1^oI*oC^v^ud|Zpan1jL;CJ$gtlZsYE@Gy6_SM$=p37=l z^ZC^l{47?O1g*=GtJZWfnzpK{C!A2gvtMO(rk-oaB%h3GONu0}c`D_snUbYHT8=TMved$<%%mcyq8U?Rj&6v-pYZRIJxGkw~qc^RS9_NTsEmMh*Ha z92r@{e@h4*1QcerYG^r@VZKal5)G!vPn*?Qa?X9KihK8_`|5~}NjwS*y~%vqFztCe zrpBOGoaS@Qm$@HGgXWIPrRdE;IEnJUFK%aRG zkkp_4?qGz&e&8o=4x(BO%TS)PJ@Sg|`~@7dKa*oJ`yX7tN0m(NGBlElMuFc6Ms=mT zn#sD5LmQ?O^5bSl?|8V=ve>N1WZ$e!vtFswc>Tts1Qg6(OuFiz(92EjNv9qZ$H@}= z;cYsHRfBSw>Ntja*O??$X1bDu4g1utEC7;Qty~?2!?5iG99{WPjH>utICJcOPr)CY zHBq={Pf9#l#Nd+ zQ~Q)OqGFr@OW5LeUbF&<&7nt=(DBv{O_)>iIbYm`=O#8tmXOW&trr@evut1>&<|_G zw-li|1y;=W)uVJQ^Qkdy1SD596!EmcB7w5#D0T1hM{>Q-6XNXQ`FvUET&V`zNgd~R zd*ijH$*9dH2R(BQik;XXuaU-0Io5|pa}-uXSUfbNL0?iTME;GX-TR|sI~m$-81gLH({**y9Sd^vtO5et?K?`JsjTQMdliyRRK-elsJ=mi+>iU;n|`|oz7pvZJnTs2cOWByIlq>Sq6aFx z*)FvnZWj+}0f#2hr+Q+ib3`sXC|8eocB3SrH;K5GL?o(>%E6$azXivz@4on(9x-*M zS}-Hy%G{ggoiy)f&A4WBQnsp;sp5%1OCi?C@qcEUhx4?UJ&4X zy*HU6kio&$1Di46df>2D_lXP*$pP=cF?IRab=TyYeyG8>-Sdo=9O1Wl&I)O63B_nK z6IVKdjpq5Osb2e|?U`>KfsB<#&WF@?t$Nsb9SF>EmljDH0keB8EM-?73_0uN7O~Ti zXA^b~T4n0&D-3ySf`s~hm*`^wLbG7ZR6@h`wukGh`uH%}Nrr#=HRvYq2HSs2Tqb|W zN^_`RlnLE~o;;EHNw7to0GzRt?n`RlW9T9Dfpg=U71M)EvG!QHfEEYS-Dd{SdZ^sY zs}q;j6E%HYsALo|iJQt!)8V{+={eIrM2+GGsx~DY;=T)B84wYkYHnwHx3j69gdJ-r z+}jWY#5yQ&ic8))5_AS)_bNo|oaVsmsGT+wGTj*4^|8cndVVjmcM2jSAW+V6tc7T< zC1Rx?q+Yt9y|-PEHQm>rJ>Deq2V~oH*Z%D#+e4F=V`+%+oiXztp8kaT9Fha7i9W7b z=bFO(B2sMGWebta-j5j=5eUnmAjo^lO!-xg>kAyv^d$1SSW0N47(MUnr50*<-JaO8 z(=$hrr3Z<~cREa%Uv9(DmE5kSPbSIIs+5!C%?neVC?-ZLDfqkgIj8KF78<0e26xNL z&@A^>8^kSo2ulVKEqT8_qy$=URZ%G_<5xJ@=l#=v0Q&ue0r#Ol!H(ips>59^)gZp? z-Gxknj%M_zLinb@6QJ^{;-NxEm>fx-X^Z(PlBMd&r&3$ZNm8&=zRuGS!_D2BqEpWJMCd_C(_Lgk@K!h6)aVe3_8z{B^kV=m)b-u*X|$H#nlhM z%}OY!l4{SFs*ERMl+OiRrJ?(4}905rBinw~roztMGof^7O?UW5?b( zb)itHnys@ybJ9gtBwoYaw_f|6%VpW;vsCVXsn`^*2~|bEKP&S!l{tvtA#>Za_>b%T zVxewqqLNtnW)r0`+LNU?H9}(A5++CRRc#j36|d;|rq=sz*`33`StUi2!A|w&yIN%h zO^xW2tN3@8y>_I?JBX9dC;1^XxdGFr=c+BwJ0Eo}^J_E^F?u4*E7Dv~s{0P9vZJ}u z@lp|ItBsz_KN%wS-Xt+~W)Yva@eP=V)Y&ywj%9EO72QnH9xms%R=8iaw_Wb>i5unV zuD8rIeI`rj5WC(3jYL4+@XvA!LFyeqdSt^MZR+W3$YFTq9U|z~M z^*KMywbo`;wH`)M3zy3xGKX|4N2gjWn7e7?@ZS+wyhKi4`pIoGJRQAuop#DtIi_2Q z)na-4c!py^(n_>sV(%OZH(6I0n^O7GRwJK5t^XcK9n|xdDQ-x}u1Q4iUXYD~?gsb6 zx&*;?Nkk|9H+dQi{rgjmu4t%lo0}Pg`w&J2mvVF>gx|TWwLXq+YN-~Tyglq^TW*p` zm#RkiaA2J`%cfq`ce(cC1iex*9V-@B8Eokt&EaJ~{o|M>SI~wbSJnp!dz;9nb8%rO zB0F{_S4f1W*J)8!%hVwCVz*SynXUN%XZ#^REI@&k<-hHVFbZWXGahF0^qI@i=vuSW z_#E=_AOnmsFNh38H_+K{%|XP)Kvo{hC>~8e5+wLkwlv;hU?>gw1TTz2s$r52wnw0TPOItA+)=&@~Q zvjBCp?>0ZVv!6ZIad)KHCsRY@zt0m8RB9>kc%X-$Q{_2SszO&#&iJI!?&(6-)PkNh%51ImB-OPbK1W(*t_D1SU0 zv_Hz9{JrC0%Kr;q^@|cHrnRBee*;0VtvHTlEdY3@WyZo(t#{LdF zbJS6=fwsBEyFWZ^zs+b6ak<6Cs*l+-9sq+b7=YnfQ3+x&_wQHtO+GMs! zHsHZ}sY+y_Tmubz!vBUCxDL-cFe{P2_CPEsD3-Q+?wb3o>?el95xUAmA>TIvH5|Y3 zbc)d1Lxz`VK~2Gzo7t+1+6h6e4X?KsW+6gg?>jNVbx+OH7dG5#v2J9}N}_8S;C3 z+0W`u(etH|AaqHrJ74-N$M@o_QD+{9clQcKB)LfzlSnAwH9{pg4#O3HR<7GFZn;oS z!eKS%tfG(`{&>;byA!=?_gj2d5U4w-(AKLBI)d)!0*6z%KI&(cZCBwp2h*Yxs!tGA>TG2^*Fem$GpnbJ(_&eXQ73O zaTqGZ#7sW7^e5kge$jEZy=OSa*!?U&-4Jc(IJ}g1HbYRwCM1vnqb*&CSQ3WP_TL*? zmZu%9V^8};2@h1X?n@;rm~QJH#dEV>1izo_7q!WtO84fOO4Cq=w_byDeqC<$Mk#=; zVA@wk;!^B?^Qy=&p8nPEIFuU-n}sClwE6N|n#-pF-)qg`YAci|y=pvztM#%O4G+j# z!|guxzxS?KYM0O>iPN;0Xki2_op>ZRiB^Mk+%+TjrnkL*^f5!@1})V$`@puF9yrCk zk1)+I(R}bxov)A56|HByv&$k-`#%~t;$<_)CR5hUvVC^8V}wwkxmW5ejAk}{CIuWH zEs8${K_Y}R>tx}=6hH+?Gj^z3E>>igv9i6T(`53xz+P_}#R%-&F6t)mx*UCZSOtS7 zy;F0!vR!Y%=?=-ntg%~dV0ArF$CDk1!lU}3*}y&-b!^upvNx7Vha`CKe={cspT&`C zBrgH9v)rH>8XBMo5x@jOs*K;ut(r!)ceC@^+A{v++;7f}ZVXywdpHJ-ngafpxmm}H zZm3q@4T2qz(}*ly=IM4XH=mTyy0VM4)QfShiuF=E=MfDchzl_p1JpAOU7uT(=BseJ zonN`4yTireL!c6|TjLo|9`6R)PCOE5C1OLsfyWDsuXBHfa9%}F4}T_5Nf^I0oIw#}{H8e)Cx21N#G#(4m{dS%iB#N?$VB49+C0iVn>d*HhZY z4abPm_;dC^M88pDA7C6c_Wk6Rb|;nHB7Q7OKxDl&s|706%XMoR4AWq8BN}Z|{W+7;q<^ zt~QSLeMQ?1BYRBuS(p2Tl9)f?@i1 z7}?k>R%x0?sih5JzH1pVbhB`A?o=>ZSpB$kDAhK~e~vhGAyDAyz(j`FZnX7_CwN@%;ROWW3a{0ej4bt5G0ctHO?h0|S84hl+cXZ7 z^@dmwUhj-^Z6;FHMT)#VW#gASS(K^%z)enu0_y%S2_TAQtr3~I@91^f>kf%y1?mSZ zKOYbs;(Jh=742_R{h?W-H~1nm2$7CqGLjr8SNatMEKAEdnD~2+7SuScxy3ZlOCiq! zY}D?T#O45T6~_mYlx7HaOZ3eb#O}TbrgmdUeB0T>jOFF!8uww;G)|lJx9 z5iua}xASz~nL=05w3b-!K5TgSBgFfM)s#L`>!{5)@b3mFRLtT)e?bx-Wb8peiemD9 z`JwacXeN&dY=CnU;?!652J5s4>mR5kp&sI{KB<)=CubljZWXLjVLh9qY#7)SeimX~;K8 z-bN2;40`Xf4^Wj_c?76SX<_Up+rW*@`Z-rerNi4JpAr%2dq{6C7?=&Lv*F{-85vMH z^()<*4JHKEyQJ2GxEr_;+TH{lu5 z8=1Gp(>c*(D5@EU1Va!e=WJ+K`13jF0SEPqdMWw!wMz48#fc?RLx7gd#{GT73`Tjarb-9-N(orV2%WPxOE?QV9*^ie zWNjqX$(B{>PA~EK6{C!eKK&|lrll%!I%`<9y_%bq$6IAnPhLA`CIE-zId6Wl<$_-M zTqOdAr#kL3Pr^?XB5)OkqPikke8jf<&1sV50~+>SBsqMw1Di)iI44tV2*g5X|KsdN zHpjLYglt@n&d0-y-8O7iK7i^OMc8axuSlw;Q zwc1l(L67E7_mG~Ew#D^ACh_mAm{2Jr#{hnz7wc~o_tTRvQSL`H%W53>wjGC*0WD@w z?Tl1!+!_e>0w#j&RckobYB&5%DH;d`F2@VDwOt2Q*4z?9h1E@mEhqcbm+uu6yi%Q#c zS_#Nc`J7`#EX}|PW+cxt-8SNkq6Jhvt*9^vl#iJ`7p3RkE`?~jCcg8`B7f) z0dL#CH__r$0&nTGMAWuu_Z2$1N|Hx0gG&?QZc24$EH96>Wl>7G9uRwFbm#6Gk{= zT(jlplZaYMg&)Gmp3wZc^!-nYC$Hr!-En>kivJ{Q?lc{b?|r;U z_T^QF1!-K&EG!%Qxs0-tH_t*X+x9Ad%wZM0by+0)@maZn=LqjmFmxTZe4|1$c0R+&&+M{(tf+(gHFH5g#)vacAk5-B&ZGw(ud8rpN9V- zqVKTE(3svl`Ra}4(pCxE7jmqRlzcj-j8!sj^`GeTLMd<$?98vVN0<~&m0x<$$Hb zVb}~y>JTZ1rRvlr$!(38cF@{bkYU%Xaf<02yYS=p!u0L&E`h{0B4_kK zq{k#bT-#;))AZ3nlv?bI(FmJj-q-I$ke!!j^|SnFamC|cpbksj zyh=7o-2$bW--x1L6a zT#P~Im$;Y?+#du(;{T}%6*x0H$t}9#c0w&tB0^CqMI^3&QGQrHlQ$oCsdNk)J?LEq z{MA{%U{K?E=#|m#Obv9mLXve)gKJjLajkEoyJqa~>@n?{d!dprfV)oAxW)_i))Dh~vit=F1ij+ADs0MWvgD6JM$4|9r*hqTriqgh8GCxsy5JORJ={(ptinbGSX+aN$YsR2cG&Z?Z zNEN6{*N9PN*Cd(cNM{?gnFCOQ z3$?+*VEJ16-`px5%)j8;wKhB*!M%RaD2R7#GB-(weg*>Wk~|>%Kc{jBk)BE%Q+4k; z1g&^Wr5FVj2cn3mL>XHo8RrWtLyqond?-au(GahrNMZ>JKP&)~k5=DC$7-QaJqk)x z>(lv*6tBlEqj0ZNPMr{)2#FRy<9grggTG_!(yD@$fh$bPLwKLUm`z5|Jyi5O)mg7m zGRa^@Z}MGqDYg0c9aCIed>3Qz%EcYL-(DS?EeA!2m6j^1DuQ|h&wpwA^49UpU6Ug9NYEH(p*V+=xRaBZn$W?wQjni;|`bY<#4;&s4yRv;jI0< z<5`(W&tfKb{95G_oRarrF|@4Wc9y%D_xHfUY9e3r4JH_R(jPTap`4+rYZR7teXzOu z;10p1S8l2SC~Gq9X24JpjgmP;|M9Rmi&OgZW56%MxBG4RNPXnPpBI^cC-QsMp_qt; z&;V1cEGnu4;$CT{HvJ;Jm2QOcKo;d?Z0;v%d%ymcO|lT2A{cwDyD;D-6i3ITR)!$Qyc);j$O5|n+w?{4g$%O2(a4q@yM z$#$tMZNb~S+1q_2a{H#Q%eCLvYXtEQaKkmU5f&320Q85eU`9?%x9! zgCWw36;SD3@S57GD-gZ52M2ve7xdi+_+M!4-8LLTos~$yt&Kl=5dw44cuqq3{M^u* zh|?g1d`B(f5}}RXZ9?dMOhrGUBYH1NSO&B`GNWbAo7offy7tUY z@*CBNv;=Fuv7C2U6>W<`2PIjSM?YN9S|LEuG{9ahgpq995lZ!xbx^_ncC6&j?k=Ko}vQBk9-+?fA>%Vl{Yhb1zS z!y4pd0u6+QSYg;_qghWly9|VqCRW0Q(@aJaIX*yX2?|o@c0)iV9TjK!j_^wZtKSTt ziP^gzSEefbt9n`>5sp@M9u#eWiBcEgrrXCzt0QmX<~VP@;u0|n?-OCP9xWm4^B@*U zXjiU1>qPwdGwuoy9pd+8y3J`Cmg+C<3#fuJ^`~j=i_EM?6(o{l#&_&G=l-$WK@6xyUA=zGF(z zYPU3a&`z{B0fS!~L>q7!JiGbQq-uGi)q>CY_h)YK+G{zpLR+y^MJa~F`dNsMZ6#n$ zQ~LM?oN$N>A{ytd%gI<4ct4PW>`<2Gx||Wq9Su80V<&-0^D$aBS6)GO(Q;zQEo67y zAA!R`E|1=5r|d|I2BRgsGR_#`$JD{Jk-LXZlRJivnOn*+1gl|UvsfTY;;u*@g-ABAGU9;%IOUo zhVMtG1A39DC$iIvwk>SHM{k*kUZ`=e^XND|mj|`TcwtMT7*VQX?dF=RB3OksmlhV; za@FE%7i6S;U}DM#OEJq-MiexVnqi*LpTj!2rUn4>&C0* zPC;5=hXegYC%@*@`TC6&4k~LNGh_M87LD&^P_A6(01+{RO&L11ibMupn+4uEvo*8q z;o{Pn=<^?NH{WuivuIN)Y_dwPnWA?KL^HNG+GI8dQ}Z}vIH=nj!ZaJKO-{!3^}Be@ zS-Vsd7fq88u5GK)??_570a0T7`KyPPN>dB|)6#9VMlREj%$wf_`u;bV(1B7u9^B$` zRQeJ*FK%x*dUcmp^=r<2-uq2A+idDJ(B357SCo9UP&9+;2|vw`JHWWnBLD((Yku7Y z{1)rG&~`AKO9>8}=?QFPO=t=Yd19&%;%GZ_@>e_zMDZWQ&<|Tr=i~UF?Ko2@16`bn zKG(~bTM5tOh~J#xbJ%I00rLR`NFe1tQF^>BQM{gkCe;_#0jm9@m2D@gXqmX`7()AN zPEosN^k%9nZ1KytT@`y8kU`zZrurY9m&kh8ZbbOpU3H6S%cxhw&75x1Ab%i5F8o}E zUKPCLh2};)aP((^4M$>gZkrI?|E4`!GLT`H_pA7b*FWhF&*fnzu<3BN7;kx$-wq}3jlCtbc1B?*JS|93s0+8IQyO0xQh+D zL1&;e6APLx5MLFq`xmJC0&YdJWpuAE5kC00)E2^Fu~MTtLHI}ZzW@>51AiJqJHE1b zVmt3pLmGAUd~DNh7wDsjs5C6am!!i zt>bX~6y(rgMPK#V^U5Zm1|zUIDGVLdA0d$7=_w#p=*H&p9SzJ!U<4QBKdTh+xnyC3 zlN6T(;2q~IU(O|vjY&Yjd!AJwA&x!l@QX-?X`xCAfgYfD>4M|KcZmRErUTp zcn<2%{8}_2LiG#UabecWc6FPrwLgxI;z4@hF{69>ugrI~E%-{@I@!Q@Y!`Y8tyh8x zAwmB%IK^8O&m#~_CR)7RGSEj@INH*k@t6jxM$7m+5b@KD0Dfm3pSUSdHr4Bv4-AZ0 zKH7bR{4i&edGaGld0r5!VpOR|ia>A_zWPn5$i%e^t!iwqxBGLsm$rn>(|0kyIV6JU zB;NB5joKp9uSSu`5?+K|A=tbMjaIzgqTNgS$-YD))B$GddZ%^5_kkEu#QN=`oe96@ z7iw-J-7=0iV;X(K-kz_S4q%b%$La!}3(V5(K}&3}C4cigk{t~7BFtgH|KNKlK-;}r zwdGP8&Ym-4OlB1PHPpdN;9NZSLu-&;KHSb<5)ll0s;EV**i&Qt%C*ItnVqX@j3tX? z$~J6=bROlmrveeA(uDq7(SCQkviWCG#Kq?y`rzkbP%6|OwYWP2JUty^YCfGQ_OOCd zYM9MeBXqYdz8m*BF%V?k!_L6@Jb!~bzkXJLlS=?%L%?q__*CFv0>gYImw~HpjtCZT zS{3Z!2p7Z@E-ij|W?X$D@D1kgu3Ni!?6m&VVL2v;Z4dUq++U78j4;N7y3P;KGXV}< zj2JPWR#&ze%3mJA-hudn&zB^DNWRAx-aSKNLNCPr`sm4xNDDE+TFy~-`A?^;*1=9+ zLV{1dS8g7be|cCkWbRY7%LYCE^oDJLFCMSVS^cODRjmt#9T(6*2)<%2gl*6p@5(&0 z)~@Bo)`)Y|;64dIi=nYG8)w-z%8US2R@yZ%L|_R8umP#}DPIZXC!C)+oyLW_le^f0 z2|%mBl7S2C9VD+K&xwYI>NQs{b)EReBc6k_3Yt0-wtM(q8h2D;`NmTU0@g~opXrx% za|kS)J8lm=M%)FaHx~ESJ>z}-$q==DC#Y01Rg^>~^=Mbul&sfUBUD5|H_;y2&+Sit zKA;?GQ7(*t`^*AeHh-p$eA4yp?`TP)T^qzKAp8MIx|*}(bW}~9x0n)>-+wEeOiA)uwY(?R5Gucfx>6^_bMe(j;t|K zNimA%889DQ_B!Ih&~Ja4;M>!1NW~QlUI)Ye)TSORX?HNkPakA;9U#CBKZn7Qa=h31tIMsKtGIur5oyfXWQL|XYML+#iVhyw-Uv1l; zcT>VSW4!10D?6GMMRH<^3?Nv0WHFq3w@ndHRf!pbF>-_@Ko8{spyAc(E3$r<&~%DE zrn{plNNB1#-p=Bq<}Xn2{34H~QilOLt-x}6Pof3Ba!>BckI;0n7QTG41{gD7{90r# z#?P0EF52pgAayt!Dk95SUS}nsk$e!NVutgyO_j>TfS{7eQjR++7mFtOL7yUVd8#x{ zLS}t`6i?xMe~%2j`Ba*@Ad=Xo{fgG87J(uV;aCG5*E`L{SCBgBYIFi?JbfHnw$8`! zQ8LEOs2gC$V@?MHj_gdR#B}CmB`vVfi~ddE^?Fj4<$;Gtt5ewyu55f;Kpwgf)^T%7 zi{bz%)0TIcmSNpP0tKp68jQic=xpxfd=!`*)^@s}HC~G=4r4%#!MLJ0RfPeF(lysK zK=&(P41Kwt6v}X(D)lhF&mSQAOZtFD z9CSpG?^;HWkSEGr{yM%8b-_wr$*`a{D|IZicT1rxGv{;M%Lt zEP~|d{zQ>HqWTc^ddC+eUun3IZFhI8j7^N{RSZ+g`y|hPw+QlG-7syQj>C~{ze9=9 z(3{0~k}avk&>B@U69$$Lgp5M_MyOXY;Nc)3f3f1r)<JpLeimDar7QEk5&%go>9MUnw7lQKe zgU%ztpb^fN2n)f$3W;rK{lr?A`28=Y_=)hPRVt(6N$t|szm-Ph zU~!wzwbbZBRYTJ$AhOdFS5+a>HQ_HeRtmtc^?Y9eg58DHW)ByXvbY&0>^6BHGh@bM zwBBo-a>mi?J{G+38)?9{6s<_tPCPw#32Xp!lz8O8BnYwvA#Y!M^ezXB$-Whac2@=T z`!s*OPZNLCd6=d|>BGz}xdsvtIM0&+aKahZYbo4JWSJSmkRS81&?>LC+9Le86!6Gk4X>V(P-|7u?)Px^qveD=c`z6<*roNZJO&yZ54exu zw9Z)TyxoFy;y~}Nc(eVDEe_XrR@U9mi%mw!D;2-COy)D794>4$Bf-_6*S!(yHQHvj zu31BIWJOwlB~ZyHpS#TSm2U{A0JEek{B9FBpVUCVzB>trD?QD}7*-id`f(WqK7Us& zh4X-Xchk!o9qqYQ==H=F=#RIzuXk?dg@&!-g%|%s#$zrbEV^CU`N}$K_(5!qxBMH# zwl9&-bG1gz6(ewlWsO}8!gaf?B;egMb?SofoUHm>+rV6VN`<8m1rye(_m$MBJ?hX$ z(75E7$cB&P6DZQ3UkhBRkta9o-qAi3!GT)z8xbf1<7Bb{);V=SG)P_vL9QA7zMJY^ zq;sR>=`Z?0vm&gQM~0cR!GQB?XN#{p3qha}J69%Wz!)2N;Yb1&-f~ep{PyKcah5!9 zk46AGmgr~17|8l1XTB}8Lv?z7QSPo_F8u*Vttu(`>=VQsBa0gQ^;%G?Sn303ayqB^ z?Tq_;m#bd~+$nnup!$LKLIv^}(UmplY(;i{TzAZF&?LgS*UjvdbQtfn4ODB z>^s^#5JSXt>q3Fc3)JmCw4Xj%?nS{#WKp)5m>$W}e^=_QIc&{G=kkA%a@ zVBRaBK#5u5{#cpT_g1^%%dull{b?Ej19{#7B& z_o7ju+dgsLZ}g{y0RaP?fEf`ApVk~l1>~3a!YN`KX!i0JG0bv?49;5vG1yQ*Wl+zS zZfar8I9!77R^m7(6aHDS2JLDa^C6bpvi0>}jd|m(XF3#Bu)uGPcA>++%MSSc+o`G} zQ&{?$?*g!8wAI>B#YsmDHML)c5LM{E*lr=d7+Cq8vGfRBItD+@q&wsK70d1qqgmKA zWeD}eb#i41hzmw{%9=$BY>B)&42o(r@Y}r-3Ly}2{6DO{RajeF*shIhvEs#AXrV=l zy9A0AFU5-&cXunriWeyE#ogWA32p&`2M@t5u(Q_szki?XeYUT88o4qv$Cz_G<9_e= zmbBu_y%Dkn1EqO{Ui=4^zyE|*pNFB&BOb-E<%VldSQDJsyY*+51n%2-2lz+pjq~ z3@(5N>x@%d-IQk<&9J)%S_Gpv(4f}BLwz6_i3jm`m|a%M$*6b2k7RK%sEY&HKjjCX zby0X)QyZ1~BL2Iu-zNQ-z2HeBY$UgC`u5UYH0(_@_FOlNCsWViEtO7_`=U$}&G#D$ zVaKdX^TmWIV$-dbtIK|DvzNIdRD=dn!;5mzJxs$ZToxcKa-VMW9rrWpER>vbhO?9v_rE;TqiTBNW82wEpFQU|6W&tXfMyAdj-MG-(}Y(G$UQ$Czd{6 zgj59F*IbKhy@P2$j#nP>A&q=lL*V?np-x8!?fysA`ocgL*=Hx}-`N1#8G(_tdj{n} zA&99S<79aC1b3sfj?>FwrPtXvUZ+v}lK&z{h>_GMW1RTk_>PxA67_{wH{{s}xCXSE z+)TtUWmQB_oq8^r)D2*AyZ^>-yLHK+svNRk_Ue~pWXzmEv#N183OT1vW}%(&-fA(k z_Dv5P0ha{9T(=k$5*9{;xA_H($50@9@W2F@V>2Yc(W>K6A8mTY-cey+B~vcd=`F~l z4)0f3yJE8%86RV51z^-guhR4LQ8>9xI_R#U@niSZKS(f8ctwXW~(Pb)T+I`2@*G-<{+m zXejDn#(D`+{PGFdEpP;ju=vmzejCWbv5fPly=f)_{ovUQQsk~692gX zgzs%pY^w~LmKwsaT($+X_LitdWEyo7auZ^ivMd(SULl7^AIYV&WT{~`ea&iCcCN!# z2;-RqMsMf49K|ACA>OmuCi2PH{(fKBMvILX$QZyXqB}F#Vi*3(YjV+SV{R@Q((jb& zHIq_&y;LaKm^CiaRwzPjzU@7;7XcX?swhiXuqICH+HT_-t}tw4KD)<~ zPk0&N(gBLk@Ikuy=@PK?TOa7YSTuaRGw)uLwI4$RGTRP4{x$8DE!!W@nKiva##G~e zRhx1OwY)o?^C1FbgdbMrhjf3xi@!U+T!ZW`PwgWG-1WG44Jx>ywIeJq?k$L1mp|az zfy-{D$ey>8;-cJF^!nY60HtsqZJUfHo1ty((^f|u*G@{|DfCp~e)JDE6jHYIm^B7s zK;SCJ?Ko?H>I?>B{I#dv^!XbLKi}D}H1{A%6xRacY}fzfK?NRA#`R~lL4xZ?w~4Y< z@lDwsN=a-_vW=FQ8{wd*BKA1978b%Vf>Q>TFU)FgF-oxF(;Pqjln`k7WBnMW8>jF1Rk@3 zPHV2$6hvQW{g<>Lrw@-xB224N*P)<(#;`922J90TNh6U3u*lhh-D1ia-%D4!ZR(=( zm*)?M(K9B;bTh{%hWV3JfRO^gBr!viV{Kh}#+A)(i7+ruLB;Z2GM+6Pfx()gCY!El z5IUIL@<=$8no%pOy^5%ifrAaSTEXk_{T-6Td?bOs^~%$VMCQ(9r1#jU8SdH+MM?|w z+~0YE@*!2AO4KXJ7Th_3*M!&$AL@Fjzr!DJ>21}WJlXV5UxBJaFM0;YZWeqTyr4|0 zES(SUjs?KzWXhkgUQR)gBp-Yy%TDO$FBjDvpvGh^3h(xG9d z6&?Srg`V?MT#un|75M`f+0eJ}X8+^DS<^!gx-q}xtAyvLOk!>K@)K&P+l%Ok1on1a zp_@ZGZTEKM=GZR;N8U7kgOpM++3>k4i~*vfa{memKpV z&c>`V>^DX|lTF4!=-Q=}X`P!yp4O>bj3B){0Nn^!N|~DUbV%)t~xQ z2}ZhI>}!_ujgEeBv5LIdI60T#^@a7Oqz^0m8q(SeF#!UEnyB+#B5K?M!zxfqH)z|4 zJVL?->h4mc_Mlf?nj`zEWu~8=J4{amPj>(EwT1l(*fCyF!uHMg2=s5$tpNwY=^L}^}G!|UDx%m5j2Jy;2OWwio1{^ zt=ExC%R>ls_a?hDKD+bobvdEs#zxygvRwACJ@4WEyO<-v9Zgoamc1W>*fY9h-@Dl; zo6R>J`O4Rfq+9gDC41=sM|WaoU6?WA&gC%!j`HUlg`CzSzv1aC@8;VE>c0*8`QCfw zx(w_9=MbLdvP{nq8H)C_^D7_cp*rHLWic&px`57hkzuBIB8 zK4&A7r+D1ksRR@(_B?Q1fnuFAjp}_J*(CO({n^)vwE!G4>uSgpop?A~IHr9lUl(RS z`imd(+glx;J)%k$B)FHZ94{(_f?Z3G>z?13_nTcsyqme(*f#6d;g=ivT5!2sBPlFP zFic?B&Za|JHXPWY;tE72XeE#Zyafk5CBZ;lL(|Ty8%I~j_f3>Kp-eKa$}Rh}%WaYb zsZZOG!oD`wO+5w<3die-ucfY({9T`gO$=!Y56eKNn}C4*;&U`B&>e^1!6T@^`f7zy z=xt1P2R#2ZaDm2W6dSV6oLIKNVO&fulecJ574MFDIb99P_YH|S-?6ihcd*+@yyplV zM3UK41=`TveP;CMk{|uU#uP^DQ8|Ko5Jxa)dVS;+MeTQ=xEC1hZ3k|Y-h=Zhk?mi` zpb`kH#)#~4B>-glV4MPeqvT(84POss`z4f6aXm@`k=_x$?{``q?eDeNwEe#b7zN+Q*oiO&jfUXCI-#2dyh|fb9PI5 zQ-jgE_1x1xS8z(BZuI@@shy9PSCSY^Z@i;-&jQI)Z7{GI8n$`-TJAyihIP4GTzbhbGKKO2|qCyUxvYvP1Fa9?%bV=nh(S#4;i?Hf|t4W z27K_+WhOxKU9**Q$tpg?5O7yOGJjU99It+%T%UQx)vGSGR}D*A_Fb>vE`1X9z7*Au z5jgn1Y?F<;^Wj82$G>g9lw4CrRn&65Fw)0*-4BcH>oJuI*tQU=UiwuZWcOEw<%R+H zJ4+UCR0Hp!+^W(FmSMMi`uYx5#(58`)$zWjV(qvOsjSL*_^1^+Fq$W|Z_9~;Np22A z8XD9BnAc)S2qoYTw-usdAFYv# z^+c?Z9M%>e6^{HHoQ2E-IT97xxgAn@%Jd|>7b+POw8|6GS9t#TyV(psMAECcJ?^%t zVVq*zN+#x>RhRk6)-V5{W9Tgq)wk7^V>4#!tL z*!UJ`=J!F8o>OAI`i%nBcZUmmHjQVp&8@$N4jp=Vr|9foF1zv>oNlW!mp4}^h+1h@ zWY{ius(rNAm7TQJQIJn&{*aJdksJ+jA11XsI%w0+SJu=?U8$-lc>wVRSVTe_)8Mb< zm(O(uF`+NoB{w+Y{a24AKR##k@y~A?ieag%BF{SoRVAG3 zBq|;*tPBEtDO=?^I52Y2*DX?Xc{)_^#twPf&X1Stk{e`j zvfwh+w!oHk*jlOpWbVznh0hlA@7j#otB1zyYpUy$8QG9e*{!=WHp2Yz7MPjC?wGWd zU^=BJj4HfRownQzkL|jzemD1nWi>cFnq}3LG^*>6q_5`oc?~CB0b%1fInXc{Z->VqlXxuQN{H24nbGu!WPZd4(=#6XEa9@ewC)6Ddr z(+Lyld@1KzAN4JTx`*IUZ^7rmxbt)zPx#YhyLGdBDEJRp{e579$ibtqVtuYhRJ{4UQ@v@At=D0tOThzC(a1nk>`PZP zF?C}J1AED9>)CL-I&hEkL?0c+8)Ws34UU(Wp6!E|d4#J^&&4pTKsBE%Dr0L@S_pNZlTV|DAZ#Mn{x zm2g=mbo{GVHs#v-3_; zK+URK6=sc!j}pFdWV?um_lp@d_Jy8gz;`sk=}GjTIQ0i|3He>#CF5FHnyXv2GtXWs7=Y4bZGiKL>Kighg z)`n##8k2SDMaz}6)ts;4$=h|?S_12#&vrN2F+3YWwhN_sJeI8vRR}|a?yX%AkJJlqJwLv z)gN2VVQvQWOaM(xPK$zK1m=&ow@H3-UP(LDL)I8$dl{?(!-%zd%Ljt z6FFuQG-1^j^uz={S+2%$wx(+<`c!KZV7b#!lOaKlHhb}5kmwvuQ&uIDGl5_g`E?!* zNSq&Fnv0#`sylbuBg#!SI$r?`Y*iD|s$ym0UtL?olStFIZ|QulW7gnS!^k85p(nq>Rs4f-S``&enF&^t-*b`9{=|+ZnG#veZE)Rj(6E4^OW>U5TX38ek zn4OuFQ6Ah6*w|ciFz|ySo5OS)kIZAHH;cjfiS1mE%q`6UxGl;>QHX^P9z#AqQ3l|J z%oX4Q?UfDbO;n|&xWuyt zMcj*pf$E(WFCXQEnqxd#z|vz(WnVS839ZrNt5w4T7ejp-VHU)TPPbn?_2e#MqT)y_ z-*?ma4bGn@PNomN=dY)anKp^4?W5t|x26f~T053(jinRH_&tM!BNLY^VU%C{s>~f; z$awl^r>_esB1n0T`$q3c1Hq9<@Ecb=$;HI*=#P9^fl|N7XOBXcfPQnP;R3 zTZuW(c@|10_qOw|?`EsjdZssxMO_SnOEi`g{)B?*vB}2X%wWZbilx9Iioqa%JotikKubt((8HCe%ED0mi%NuuPDJo{Ny@(Ftm&#eaE z)~I^H`s2LXNn#1{(4pm$x(l8@e8Y#4d4+ayCOFoBFBDcDOngK;Rbh_w=b z@w;KiNp3jWCc4<_g>#BLiUj$plZAmpmI++rbEFS7{-=Rbp zpHn!bEL6tX;l%-8dPK^fz3#s_*t9#sANjo6y#|*B;u^z_>QGkzx5oZ=~B5%;qs>IgJ~??z_! zh-n+AC+8)21eUl032DILO;NXBc}oh@t&DFAtHJlvqdnsIoyIw-F6Guv8=y;=E@o=U z*wo~Qlre~(LG`CuzJ{)ocG3Zo%qH1&`}(yreaf9F{+=en!VuoY5A}}iz#vPrq=5WJ zX~2tbXAID`FJ00={yIWO&8HICb?)dtvHaAi{V77;TV74rJkPjW2n|KCJ|Lg(7tZ%f zGUh4A-wV{GbbAY4!q*fuzE|N#!p4kZB&hLw{wBKQqQ~a&979hFCS-L_P#un zSPS)OHJGcu|a}yKiB$P@fo-otjPp_1=a#!TaH%#?4e@&c<{z*lU=Lf52K*NCHuzcys zX}rubl(=@O`(UhXd_O0a2IHse`WyN-EUdy{`&&%x7mms|iVW}V@lhgvhe}&g0q=aO zyjI6NL&c9?u(Y;|ZOQ2Ti z+pCVE?qib-v|OAAwv3-6{dC#?K$`VnzZZysY--ye5yhu>Xl3%N0FyYqE)~=dX0>%z zc6)J6noG+{ywsa9LRZe*6U47bDU8H12i?Et^mrC`-f)Pbxku&@VFx)8PA=Na(K{n! zUkqUDlC?%k-h{ch#r%`Gds9I|A7Y{bD@ekh!}K2oC-D|dk^^XAzr*D$xFxM^ zhP<{kzJM4UWqC^JF&C@Kt>lL#F;Cyv89eJJ?b^nr?S5kO34nxt^|p|+(k%Judtun< z+i6$IsbCI)oTd5rGtB?6Jr^J#5u??~6l4boJUk#aMo$pPun4P^%znwp} z(Ix!iCM&Uw)^pMIYaBtn>*g`iOAPh1$$OVW{?iV7dbG#+X@^Bn*3&nQ392*-isGP5 zTt&&jjW0da_E(_C@Sh>{Gv* zN7jk;5#}yYSwJ8fnYMnnF#Qn?TpE3$_yh+Lyx#*|>z$&)GWcKceJrn=WjOWcd^;ah z;8bOYK}7&spz$u{Dc0zG@y)x!zyysB|E0nBSfB*e(ebJ-2zgL;vBx^casAk87`J5~2Gkb50-!CJoFI|K)Kcl)`Qf-bMA?D&HOY%S>Hbm^IzE zOh)_yiH4yoGOS98>O`;IE=-j&irOcHR`X(eG7h|Fv(8n|p!s-HMd=3+q*jK z6H09)C5r_FZA@pa)i#!Ffb{HS>qh|-qXjZ1=zOjmW@T!??VZvmNE*3F`8(aP>4J1w zU*q5$x{mwm_OtGRJqkXg)&r8vN30>+b$8vVhsiy)%SPoeU`!)O)qQq)jzg=jmmIjx z8skw+e2}|+4|2ttg?~P`M%{WdMMrz?_{i&*|Csr=re@m3>RXCy?jzW+T3#!1 z=>wdqSD6^6ewRMTNJ|0TwPMacVsX=CLHP=iH5d9?McrmP9Z1TIVWC)#Tdk?_rX;c7 zF`=X2qN=Kl+0&d!mrv-PYAWNGYmL}laFx!ZH0gutjCY;QyYh>(gL2D59k^d8{(it@ ztB6^P;eu+{Gabi@dS1a~2qP`13L8cJFDPY%%>x>GNJmKh(`8FZ;osl=NJQaa#>ty= zyS6-Ktov5|PF{#SF4SlxEHmp^=EYLapO=c#)hM`9EV`BL2D+u9dPWvdhqh>#7`tQ3 zL88PLkeAKfVih>GCs6?-_?Td&I^Ze8x>Ne~R5w3bVOGv_h(oGYsG;48J#Zn@)^*eG z^zU#=rlnnE$;HuPIgeVDT{cNsuqP($BwS_;a}lflsAdWExHO~qTS~a&w9kmwpC8i$ z*^K^1b2G-AB+Q2fm>NXd=mW)KFJ7+1xl)8nQV3;noZn3E8{5~~>GG!&_)|kDn z+ZEFSi!y~4m9P0DE0rZD?{o=rGu?)xnC?~9E5KfA^)bhcpjMRyGz_C2 z`MB6hd*{0|()^GoO_pFvZKw}CZ!uKv2=1N6Iz`Lz4MT~&oW}%21|%5=g$VJYHC3~H zZwUM5wr`)6(3}j@>lHDkc%F!5+4oD%=Hh0?6SBU|;+;Gd@V_QBwig+ir8WV}oI5Cm z<{HgX)*pz-{ay%OZssFkit+j7dBz>US6g>w*RD#q18BT*JEDuI*GDJycy9e%X|1L* znxg!R>5aP|z8an}E0ui!Z|!4|vQEDb$tN5NE`!onPD;A&j%u4ip@q{{l2HCd!7O&d z+O3v4z3uOZpGPwUJ#^DV1=qZlmxEhj83G@yRe|W!T_c7?)yT)PG{)rCa0&`6)<(aU`C56I z4t~#5<#rpu@H&C+&g8k1CM+_QhGSN6Gz$vpyF|U3kpgWBhPsDHSYWZ_IKlR#i!9sb zf5UyKZ8}fR{2&cxNt$-{lfMFBgg^K=HF18BF$c$68a{4ZuiS`VL~|%7zn2O_^xQUy)j|aJ$Apl7Lj*65(~@i3 zh%}uuG$sPt9}5tU4tj2YNkO7znP)#I~LkyWE4l_cSj8 zL%g%yu80}MWCSs@e9A>@eZ;%tuK34`G$A9npLiu)Gy9R}MuQ(6BWRv?TDZpGg`j7O-E=yk* zY0X$mi1RR~MLOn61>}ZH&X@|7K&*?(b-C|6Ef z^r_y*KWrpoPPAnEO%TgC5?55vn-^voy{e#rLu@EPk4A4v>0CMNNn$S=5o@8!T3w~t zM(s}@X~SBA$yYBkylOUDe-LgxQe`N@5k zvWl>qK1DS>rFy>GnUyXxJ6W)Eb|zNLya)j`D-$h^-@tr$5 z8N&Ns+v&BGxBE56#2k4gFMeRCx?E9HezuNTy&j_{_Ln~LcD|(L-7zEOQ<^#m+O1_y z;|o-Jskqs4{%5KUsTb!#AN>KH(6(>QQ&X#MfbRI+8(O_@4J{=^&s%TK5?>jFQC)0_ z?pe%=!Jfd@dUfr0*Mp^ImKFl6fxi+NU)Nt6$ns@+*hIw~ac`^YpOfGNUnsJiTkCml zLu>%+4x?TNPL@v2)Fzn2uR*j<>|asO zZujbAZd%^O>44f-u8(c9c=%Y?z4_`<_Fxuk8ZWG1v*34 zzSJ$vdH+{^cPn-WfzhxzqQm%U>MeA(nuyC3?~SIv)NFuY>8+ot&psbTXEF_wv}h&n zq!f}DTe@GrH!z>3UZG-`lu-OzAWacfy;9KF?v&S%$e$Ge_$G{z$-d_{ua*8fE-C#I zlD)_|+U@qjB(lr*xg^8GZ+P#s!2x}Uq_dUXJI}t{KxFa~yKcOf8kX2SuO1x|0Q_p7 z+Yh*npL0TM09D6#$6V#9x{l_&Y-hf|1~w(}Ua>t{P|M^vPRMqedr-WQ&9_jgKjKQd zzuhLe?7V;^R}TG)fXyT`3BgKrjD${7TEh5q;4MQ~H~nLzl~$|G?uOfvuZ?HC&ZWK) zlizv4gJR-hiGhXOLwubUM>jWgm<1l&xvaWbOkkRSIWPg9^H2+n48NQ2bU=#nuuvjH z=nwSXpVUeGQJ4035p+91zMJ}l*##TE!?suWCJcHVg7ki-c@J~vOLe~jb8QM9OWBmXZC%UYL++ODIJc^K3*Ei@{P9* z2;={V|*ET-Pd@yroRZtyQ+J2329|^K&f#w2ueu`1hUO4vHtF@DxMp!7zYSxi!$YdP z-QOm_Nnzq>q7T`Y*cU>{uh-W_@*0}>4W|6_W9YVIY|3)lH|Q#8f+jt}OP_Cq?hy|C zL2C1{AF%NbHz9Eey(w9YcP-W1B)a4y3%ZlU&=4|fw z_bq$o`nS@S8BU39wH-MAP^PCpS{V6Q9|Gu|rwn+mxlebzx(Q2{;>(OC-(AX=6|oq~ zh&>J4g^mo76mK%NMi*_y^l|q=&!WOTf_e7W4uQg)L&}+UYmuJmS}cb0rHQjHp;OqC zvwH<@U7W`{8{R*D^f^62={=e5TjEyunk)wGxUe?X$PTh%U1_A5>7dP@4;Tib*ML49 zHl^CoizVFQ+mxEdSW(q_7m;3^{B1w`gMu5rZ=ldqs7#CU>wo{f7OwX>vWS8|iCx12 z=AWdl_#VarOQY4-T=aT6bRlXeE&$eR;s4gc(|dGqxG%a_8qT z1pm%le$QCCs?GcUr3USV945+s$x&Fvba3?*XUEMHG6MIj91MoJ&Mcc2YC(6x99c-j zn@5Hc;shJ9D*)$`dXIv1peIk`A!X_SJ^}nl^35eF$HUm>#?#_D!BDykm)~OmlC;!k z0VZh6Hme9zv_8-nX5(^}!w{&*^c(yjG7C(`h(oe&4m^v!-ww3jB zc_avjAl#fn!5`g_Ma1Jnh+mcXp}~^duu_QF+utuxl#9TKl~znCO*FSI+v1hSmaef> zrE8YsaqGbsk1H(UM#PriTU~A7Y(0p}w?!zoin}fRu zjFpFf6;?fD9!X$+{F=rc1`*)bi(RX|_!Xw8D3p#p^Buf^yDRunOCmX9Ez zOAT}TpkFqLu_D1^(7~}c34L^^KSn=sPNogl+hfZ%8Z&+xB|H~iR$tgz4KBnpOepS6m198qWH|MQOg1WG#?~k4 zh%oVh=87M%#Y>{uWnWQUSJO?!cMzU*5Ob=>lr6?|Ys(3R&kcgyeHkD^fk&oxSr1#tMzU>`mW zHlp{&o_7<(w909%b+Ln(j0`vkL6~G;>tiEebA8>=EBb$3sR${e@QS@`>Pc~1neiqG z0te)du;>bcZ#FhEraiSFp50A6_ZNbXDg|BfzmQjTQK^V3iLEg!%Xj zEM&tLx_;f=^%5->%2KADKH3fNEt2t)OBFV;9;u+TVfFiDL*++A|3Q`i(RjY%$1g*m z>%aK}(QP~`P_sR32j7>XeQ&{+v3q8Hyeu)Hm}KaSS=ysqFv2djXSK`v@jXTQ716JP zi91`BJPZYKjqg?$Xe52CGry2ld}Hqs20lb(Uk6QslSu`Fz+Qv=A6>2pty)kw?UfC> zITgZ##-?gy{~tX~LOg7c%%H(+QP8YTmTZsaNt3S|`L;{U_F{)yx#{K7-oXO>NEHD{ zv)CC?KBRy5HnX&RU8OA#h@uIK5Be=L3sv8;}l5?0%HBs^W-8BgE zzbHy;_7rGr>CpV%#`kHFXGTgM0^?rnG>~MZJ--faS)_d=BqIT0^DkCTcGSWY4b~sq z?<__1`oJQzp2!INIxw8_cN`kx3@+QEm-2wx#c#Q|oDA%g1Epp7SXh+)EodMFAfHh8 z==9kxoc-kt#SS2Tb@qnsWC1_P}LVq#zrriy2oc5LLT8IyuXH}{R#KFo`Fa3_QJjjr7ludjAnE!ypYY zQ;YJoX<#f}QHSy{b`QdMP_X`gF8dSV|Aou$wi7@O%N%=|OPggpPLxl}xD;-(GEFrC zlYQG}Q^(`vlrx#$?_=~RiVcUYdV6mLJ4b!V!aGaG3}EU=&)z22%!)?%7oMwKWnd1uJI@>1hbcw9kLWn?szOkFgx`lyCl01Tb^#ufqV0RjL=f=t2Z?MtFHK> zh?R3wAj-gfU)J`&A?~7OZ93J77!8sJ}qc7feClHK*lHA9@bBN#%hmysh5Pgi_A|`TP{vB!l|}U zadO%vn0eVe=K@FHL^LBSKNHl8!zUeCT2t9LwGd2`2K~ORk@`xZwPhMh4%|FbhoS^2YW2pCc^90d*ba zzauOheSAaCBF`;}Cg|OZ@nf7w!t9vb7eW&$qgxvIdpn*yf)gN9$^?~B;u+Ko2{{U- zfbPwz1r%#;yy#7W1|j~YBBi(A(L?Ma$Mbz1Nw8kK!Xo%?f4P_XQb)9>5l5C9TusB;%iWfU=m;19^o8oAB?t30@YB45eDN0tBDu(n>;GZ6{ z(M{g1mr}zm!R6r&tIgp`L<~^Z+NBm33!yn%#^qM2PH%SVP&+Fo`G4`=y%EXLH%AXnQ#?uzXXkV=QL)I>Fh1o=o!_YZE zEW|C%Da~7G4z4W9MFsEdOuJteQgIq%PK;6-vQ%9WuPg?I<&&DfIGeXw$W3#LEqv8*I5XyFsI=YugQ4B53|AWX zcOX)lVC8`Axh*Kh&YND}2d+Z_GS4zVh4Zq6^3GbLGj+$%?MS=HGe|MMSe)&cQXAh z;gF9MyqWPbQF*Tz2ETTpO9WK9-x}#~&EJ~w%s-wGSdS=!NZUNZm3@($`^pdI93S7e zdhe0MYlgN{Vw4-mYXQ^$c(eZ;40%?39Yx0eAz(xX_jsit(!Q;OL8H)#&n$Aw*~DgnxQPp zl=n0AkNc-z%e!5fqT9Qie&OozQ8T$*m*#jxvF+4K;#jfy*RQSbLjJji2&=NR&m#yH z=QXqpBxV_zIwPd63dj#5&jT&XSej7-f&*Mhr{W;y!^KbBt^9LGe?F)kJYGzaE*w?0 zh2D3r#8#)hD?-j7F5&}(bkaN)Jc@b-kbn68S2^;yvkK8~Zl*losqi|vVeGV=Anwr= zhdwu-NTxt$rR`6p1MoOZ0UhqhgQrrGOQ& ze!VBQ5;cD)*?8)^09?qE0>X#OFrLxSQ7-By>`I|gsvbArGK#W!MaB1PcC&*2e)fKT zgy*sC&E;jCsMYz-2O`Rjg=akGFF8Lp)PeNw@xTmDg_XlmjWWx@ah*>p$_5g^>tku) zl_%q;p+JPAqRt&szXA+>FY$}LcQ2bl(c5!$Q^*o zg=VY8AoZ)cdZG%UBJ_FYZ+}ix2i(TaaXsvdD0Q2rG7^ABOoPg4HPKAm6xr=Qn4%rF ze4>UGf%#XB0z@QIP{}bur-bWM-yI~~jcpY`UdzSa^wwRSmD~ACM6aoEZ_($UI}sY> zO<*r_eU~eZPi+@5&rV=RCgWWV3WU>F$>B0!{#tO~Cym$cWe*1Cpm^45xqcZVKM@ZS zf#3)V_g!jd)e-9D!4T>PuMre`T;7BAkNO3_1j`(Na+;v7T2_O0o>CKnu2ex%K0En` zN4nu!^A%%Q&yT>%C1RDCV!+^+zU?$sp1jVpuXI0|$S#@M045eXXSH+iR9f{a36ndY zof@Vc^ut-8SP?Do>hC5)7kR3sLY&ysj@op%PIin3SW>sizQEF%LWEvr2f6BOAMmv) zDCffOVeQ703O5Ruoy*)0N&7VPyc4zuqW6(FiZnY4BD~}Bxu$MCPdhSQIEYtZXS#|g zS&d}BAzdK=JW1WQJq@NGd^8Y6V&^tb>khb2g{FU7e6Mk-NWD@egA?D@9RUh_7qXcR6Wt&?qr8h zUlwnpy2bmBO3Te`PM1O@u4)j6S^(ur>yr3JFa(aE5v3RD7}`Dj2DNKVb}aF;=Ss;0 zoAB0s@~_$Ng8=UQiar@jhm-=8Zn@dbBv8NmJ}Th;RxN$;twCZS1lw(<&`$VUwNY+C z#~g&T=EHq?)4CUMYi*cx6@T#YE;;85fuDhwl6l{6V7fzxiB6LpNG8*B0CzOhpH;X~ ze|g-+R;ti(LXmwaj;F5stEn6V+19L;(I&6rX7jJ&jIv~>4RpCDo|h~Wp2))~0Jd1k z2ysE?MCm3IjVjIP2y%8ASz4WV`6Q7~!?!d7jZP-7_%5kRzlhzNqBfGEC`071yE*Y* z{cBz^uV6dq%f} z7S)&2NTN%bu^}=0tB+h=^EEjO?HdczT%5;ceaQRB2PW(dMV&vEo*ar9OZNiS2KaU; zB2qpScLOsGmyYmK^|t|H)?Z7}^bIRS{F;84xTIv%=cnzCjBaILlS@fhtuL@6%yD|PksGwc)yoO$Mo@NJ z==PubP1OHNVUK1501YA#+Xw%jc3DTwS!j4oi$-`55I z2;}m6`nvA@tx~^${Xj(GfpxF2xeUmO!#;dZQ3`&LGCLs!CjAlQ-!9ymqddT|zAHgZ z+&|3l!ZW!$4&?zi)m>Z9*@>z(NSM96`gU(j!gWq{mwxo;u2j{z^K9~+^qyT-?w$L- z$0b)+6e>qG<>jsx&j#FMKeNdIl6P6cyiiJ{PkRdksbh^)i^u>e43Fj$Q>N?R7pI&8s)Dv2w_6t~ z2mQp#gip}W*qrSc;Uxbje*w6tUD_D{1ef!MW;U6M|E$3NF)4!OFv;DS7w`~n7Fz@o zUT3@YWItGQ80{o!Vd9zFJbrPz2g<#iy+w2^E1p1FdxsyY;z}S>w9AFB5C)n zgml=zy~g?~np|_544|@=v~1*uUK>AdiXq%<2e6{7La3Jyp;6CI^!l)X6q5M6H&Q0C znp&Xc%9IdPqw3fbmPJD!JimvD#rmM8ELWoaKBJZ-Gp)17h;mM3$OQVuYm$sF@b^0vOhOXYsx# z$gSFMx}tO&IDVQh*9r2!GY)?7?R!I=l{ulG)u3*tjPtc^_kG~10L9)2 z4Rq|;Jd@8(F2)3?0I&ByD0eziCb6qD0n%4$8KI^gsFggB;q?`&ZlDTqO_VhjV?dUA@8}MWsa)PXtwtykKV$R2(y{q{?l2E zQ3^0=b`zUNW<&*B;upB!<#BQI!5(P8Sbo0$pcsFaUOHlGRz*}I1cxk&#QE#KMNK>= zoO6ZZzHIc^*OA80(I4yqTvIPnwv&x7M%=y6+kUdWOHryADtjax8XL!3)Tiq4*&rTt zUq~9BuCWN7koX?_8&Ac)_V0d5RBbV>jEpuX*nrrqv`IlnhgHoH6mpHEBValeo$)y;oDlwdWxF6z3i zsv&KFW+!MT-u$BES=smH}R9>rBou=x0v`T?V4M zIo2Am$8(oXQ#r&eWJg30K8&z?yj2z#pzcK~LiU&36v^l@;p@-Kd?SD`j^6Jsf-MI| zNx2q6Y1@gvqi}mkbNSs}8Tov~UiS(+^K@J&4=~#zF3Yb;^qJe|AFp#f*5eBxrm9WA5cr|foKigHr{ipveQJe)Dj4FzB~hb zt$OqF)+F{zB)2m8N#=`(U}U*#4cgh`- zv30DpGl>2xBRMpvs2MudA)?YiG58%H#A!FihR0`We1|PW_xO7p_C|h&Zf{#Yc zdgReP-D@(D&dzaxv(wROgh@=O)xLLGZNl=8WVG+W&r^L{0^LEOyOEwbr-z=x9haXR zV5hhYhBG#ZIVaUXSDFgV@_}8moIwmf(&HI^PpL)nB!ny_}2co)W2y1(Z*45Q`S zw{JK~8rgJ}=H7Q+IblAp#lN~x#-CiKYN48MjSAGMFh!rs{J*w=_^1wUPIdYu=?2na zaUTdV+o5FpR)E=7!#wD%#x$Z=u80FCbx5!EPoGE`Cg`?4>Mgtw4jz(VWYA zU97rGci-2V+7Wt9X5pI224<9H*iheJZF}(JYukZ?#s+}jtTa)wa^^e(%owS^Has=y zDwK=cm^FuaLoEXWZL(L(8$_D20S|RwB%sF^LFo?A!Pa6#yu3ySaoODVejwKcu$@PQ z$|J-a7MEO)z5h&t=xhNG1)qL|jQ@R^q~{w`sQae3VaIGr#bQzPY9n4FYrjg)O<&BJ zra7C^u}afeE@6oxpFhImWH^_whA-TY*=JS~|9lLW%U@gI3V+YA` zmr6vAOYyPaDy7Lu#t@F;hO-RAjLM(a#Ig?$E9K83Z2jc)MFmQdlyZ%M{!gK8wzlmj z8}JJ?p!tHD!)+Z9&gAwXZrz~MFwfCcrY@(B8@SKCG8eX@3gD(VyCW2oq1aB*9jwB! z+Z8jCd;U6DTZG(Pt6YCEt%7Q>D4yUE{> z2(!~SJ{b5yz7V#RsbX+L(CH=e(HA4@$FfXN7hHhk??7k7{`X633{3uU7)Xw1A95 zKcUUx1Jo4U9wPln+=18BGHNBm?Y$lyFf@_PxU=Ccd-5EP!D$aVPPnJSy5rgOS4>Ck z6*=zPGb-YQu}X~r*=AUR?RYpqgT$x=TrA=XFKYAjfqw#(%P-wgV|iFKs18&e=RV^j zG63AGwKumyGbsC@$4^SQx8J?)(<eLg6!C<5mH3FXeU70Yv8eQU)>1Nbrw7BFtE^tEW-pXen5%LGK9_mkB+M+r;S!6 zXd}720GG$Y|(A%F43&4YPk zFPvLUD_Ln?0vU(;VCLfulc5%CkE!~A;R(PwpZ@;cdncVV04+7g#O5PuNdM4n6ej74aL=>li^T zqg-vpH%S^DUyzAOdNtCJCNs(~to`Krgsxc3dUC98nVX}Cf6zS73Y9QXCAYX~>q^Hd zx^i%fKN8gBL*m~*bL(Vlhl*}m%$tL2pQDoVEC%Igt!Tz(f;KutS1;tGcCdCM2BUfX zM=el|g5VABA3Z=&jvm%`a&n8vYf87-D2kr8K*b6bN$pPq=c3K|Cee*B8aZd%cmSv@ zyt`3gaM83_cc2{Y4OQEdwz-do14}}(+Q*&fK<9k~Ty+mkw{6h<>31uPYyd3^-(^D) z(>QJ`7a*l}r;SyRLgYXl2OtOoWb2CzlpE9$;$#sRa1SqMu%$d&H&Nh-J@c5qRlz{esFiiu0jtFrVDR zv9F%PBappEHDDN#JkN5Ia6)J20^srX^9sk6*)I%>k(lV=0-9lvik!cCa7+d=Rr>%ouUj|kNs)L@-iI>Xh=iNv zd*{?*V@QHZx&a(j$B^&rIrYr?VcAA{^ zrgT1L%t-3admAJm=U_AUORNntJl}c_!XseO3r=;!>JCpc8}*!}Bp9aNSjJAd_us zs5c(^sWPX7=4d??7)>v7tych`Fc><;L3}c?5`mhA#b75J96#DN8wgiQ+qDqOJIn8Sj21A3vJXkMDP9SnY1EU@?_q68&B>v~8u zl-zK!kqw^EYp8)*FxFBPg)Tjg;_LQw--q7$bw2o9gAeL$)m;n8+_&-YYVLfs{VHdH zy+@eCXFdiz;Vj=)5NZo~a%IpIljvjq)eJvYf8Cy053B|FD5{y|%TiHKeU{&e7#SUO z&@K3am_H8l6;SoX?h!o+tlEh${Zp+ODe|JQ?h3R`dwoEgpD?+gqLT`?R#QILPjh6G>%XUls?{*nKspxWVX1sKIu=-0pdOH$nGx3R~=g*pN$b=dS5 zlO+VmkBLtA7ve?^?3DgKRQ_bW!UIGWdoiD^U%jAZkr z=^KwYk++NBSCLE7`;gAw1N{sC0)k3PoKVQ!b#bxnHnjd1Mf0#5sV%0J=bd)nT+Vbw zdf#}$1$?l_w$@$6qTNh7qA|;gu>+C5r?fZr>D>(Mze1~8p_^|XB_6EpuWINlUpF&- z=+Xdf3ud|waI>HkK1S8F2vOPIh_ZzzwaN&rYwWdxvZm*i+4{izI9F$L6ds@5Z`0v= z?<}5xe)i|iIa!P$sqmU9ZWby<1M)FoJJf~g+mts2)|4o8(S1k2=H1TwZmt6H5kPUkSI1X({h54rJE0QqFiuh-eHl=d~c7)U5iF~ zRS$%Dd_+qsmHGh8F!GiiWaN4HOImpHW(csV*`Izea9Y9R9KS)K`1%sWKMVtG;I{M1 z%2EnCrFLjEa6etV#2>uMuYu|4Wr}lH#y-a6+PVn%+o`kP&jUjenc=|UIEcJSDB}p- zkO2?rCW|~Dn_e4i0YkbgEk&Zxo+F4y`vRih;_R*u46Z~r2ma6;zC<3EiA_>f4 z5Y`WBy@n}`SLL&FPL5f@0S1Tw9v#N$t5e-di{bHwl|$1-2P8`c2tF6I9zUY+iZw}= z3Ux~+^BBA1QX5!uz*}y!Rv+9Ah0>}S3`2>pGVl`^#&wO?k}JgIRQ-xzvcBuYv`Bw( z`+bp%%Ub;(0;y+AE@^#2~krKo0&Fg|M#BLn0N5-UcS$*84 zwEOyZH}HI%V7?aoJg{FXpX=z^E-%funb9~crj?~>n9Sy%?4!c`e710qoCyEJdLgfi zt+U54y*;VoPX%50j_CYrBvKveVvB6@$&6g1Kuz%maS$GAx=+t13R?Q`>tX5w1xgc~ z4?Yi2aJ280YSql$qgukD&g|?Ovv~MV)n)jorFiiycA3waEHMmNH66vJ=B=9hOsXB+7ATuBBBkJKH4#&1Ma3Qqnp!QVQMk@cz!Wy4&ci9jzjLnpWeVnThe0EWsA8sZc z_jnl-omGfi|E1+gJlro$X@17^f|1TDoE&x9hao=RY+FstyKhOj z@VwBL-s{G35IwAKX>}BuWXgJE;m2>(?vPC--VE7RAf9J#1Ia6WIF_al$wUhegtVf6 z@skCxuLfu}MDirS3wNgd4Zz>Xz)nRaQM`7`#_I{4A0uFzum-|kMedh5T(cQ9cmD|iUMiz8iASA{o+SUrf3+mcE0c5;SYk43pa-iqSiJ&wCylUEF|*k@qqDVCwchNFVNgAk%SJ>f-p;o*j$FfkEn~B#t3Mt zd`Js~i(4xCj8n><^Ygwj!K2{VRpS z{{}lKob2M$c__iGG13K43$3LZjb1j_Q~0OucWgCTK4E(uIdgr0#b zA)HXSL9@H`5(~6EeNI8cgE2dw>|6o}6M2O&v8K zel$of@3qathRx31SfnU6hN;wR_XlFbEGAh2-A_*SV@Z4H|BS$s#-2+bQb|Rq^V$*Q zCeS#DB_R$T;ty5&(P`%MMGrnRp^q2x^P;c^>K-#{dT-)X^WWvqzzv!`9Ni9#5|dGW z7pW@Jv!B@5R>fSK5%Bp}{2qz(E)i#Q1;?_RAn>lI&se znUve%BhBH7;|45t`(O*i_t{?U)7h-$91oh5ld2k(3snJ(w;#b}0pqklEPCLQ^Z`!3E8H#%f3n zzs8B3Zn$vNYLj+6-RE0Q0yzlnOP}QvEQWs*zH+9OC7OTPVr#3g9d&OMBCo{27etG1 zA^;RPtTqp65+5l+brB5dO$9{jZ0LjdG4TDZf0>=lC3rmp2e=jWbD6!<>(~&4D2;*aaM@qK2%xgoPJYs*tVLP$* z4p+h3>cbSe?XlYmjsrcM%iCC?$~;Cc&~>;8aPOr>uOd4%yZDL@8kRmxU}NP#es z&8+W5QAav(&WUL%{J(P?-U;d~fPl(h4zqXQe;#YNbV=WVNjPTsW5winY z+fS9{2WnV$nN@DAtORaZ8Y>*^hH2#@2+T>YAUQP>fSxBe$=35!X%oopTJCBbQ_?Ko z4~!v+uJ%MCF=VDd`V8BfKf})`mozda5U=xnGEI^ptwaSQS$sYWBe|Jn7I+cU%*4|J z83No(6n*M+ueAml6?i|hs} zSQyC1)dtjDld7Pv=tOuN3+bZnaS4L(FI@e46tZ?XFI;nWEA|2i=nDm=8yv4SF5BB_ zR%(r-GjAOK|NruT_!h|ABDOdNHaU)I?V}dXPhS=4{m&|(%w(zc9Cs5akeaofS_G!e zGlSN|6)O{A4ap4;5I2YTSr82m_^V_vd^~-!DLhCH8cBV!4;qR2FTmp2rHCA4_(#Z| zKmYSmh$+_fluWL5^i!9r4T&?$3Y}7JJ#Yne-amU7Q!U}2?TUsx0q66s!@R)ql9;1W zq<4QS|If#BE|lSy^ZYEiGX%qfRSg^~l7vXw1CZ?+cgHj7Pdo1~yS$&C0A#(u!#UbV zANLeoa!tdEoaC)1;4@pvSS^^IdY1-?aMuJ}Suu%;kcoi(LF<75+%s zRA)bR%hE5lmjAxYLHM9vY%xswg??VJkrXJD7_CQ71g-7UWSW-a42J{k=bp5Sz-WAm z+TyELt2lY`3DSK&+j4LW?JywGSwfc;>p|(fH-cg{kRz<-I`0e;Kl2)`hJYRmJnm-{ zW{S`q2d?Bo=8+yTog#EZ5T_3VMgV!xV+2KnHE_}oGrE-6s1J8Z5luohEn?pr0^WaF zeXry&H2B|X4E(Co6EkE+6B0MUZI%)tFlsaiSI_y`QSA5Ev59<{6#Z;U-dLob#I&-H zhY2D7DUByfK}zF^+HhJQ?Qi)z!hN_`I|c8g7UalRU8neny9}j6F0EFhjB9-&2-h+! z1K9uk-XjyIBhDYD>ww>>53m<=%oyeJMBV#_`hbVu+PLFW*9qV8pMld9kP$k+qUSrj zn1cU&t*u(t{G`k(BUO|#<)IowsV0KR=JXR|R$oW$b>ycx)OHG9kcKbxc)mYRb1g52 zyN}iq|5{)A#{#>&Y^{z}M5MO{yNMze!Y<3xfZ1_+l`>hz8IuEtii#6V&~QUY-oz) zh%ClH<{cf@Js>4Ig&CPhCf#)Vmo&Ea8VRcOkyC-QdaDeT?;5f)>R6qRdb)(^8a=iQNx*yqtZ* z1l!JiNJ7{0tA`Dbgj5Rc&8VMV7Ii71QS*c|no|Rkfwz!da)b>30wa1|MX4+KzuOih z3cQx6Y&aDdXAPz)S;51n5+O@Cdaf;L5`ygFln#22%w(2Hwda309w^ytpI*hZ4x`_;~v{YvOpZwc!MLTtCtFC`7*B_9PEop*cHLCSe5+(x8HX(R;A9$t7 zn-86Yxccie*tSZz^(BV|N;5z}sR$t81Wv1Lcq_6gC z%>HG;yP0mq>1*z`d3VYm=7!bsQXuipt3 zGOpacsGp_#C0+gpD4#XVyOZZfwcqT>V72q70Z$V!D>C@1(ad!p^ZcEeY9wJWf6ozSz}4}?fI}Q`pwLecMh2(g5QO1{Vu_1V4?neyFgw$ zwvVs`IxS)?>Lj90%%1W?VK5>>3QbcRCzEd8lE92#>Ns_E516-rEf zCA~e!Or-*apwQ`=CL;|D6f&&W@}oMY7S&VecjeANuChLF)uU15(HELo%B{{9-1ogA zb2V#_R0Xdk=i-|+=WBXLWN4F~3?JgS`$-9Y_nX4-8z8a*?LGSYPwr^9+F%&)@J&zl z`-?o-|0(-8{wXQ$-I;lExmkSygxW)9p->vOD?7W$RhqB>7@J}@y8YJXwOOP_f<#R4 z#udo^Bp=t(1L3!iex+8G9U;?|GBD95=rp$}KgCE#6O`t|Li3->bGtl;mr0OkSfTbb z*K{l?*}mO^sH|=pyN_47Zv(wlkltnXM!NJ-|MuIqK+!URP{lH}n{8VsDeS7Y9Vg9x zd8!p#hitvRhJF=fzS^IZZ+LsmTs2%`-QWy)6rs4GF>YpW>3fDnn1eVYe@S6fZ)~~P zNT{)z?eIT}o)#@msnk#%R=n5Jp-z;A)O9t|Q!tI&X$t6w*$i0i+a7sm->)%0{-dIa z0U%+o`_B8LM>s_5*&84}V)!V@>+|d$vT6C(qd9JqfqTdD3f&frD*e_NYg!uf5sL55 ze+=ExZ+)8#*QXNExGvCIr(hfuvsPa|Jh@$@UEPCT_4mkeTy@OuV}Y*S2^(P1hex7= zUsG?Z3G%d#A@t@EN^>!)ei=k=bBs3Nn66sVg$j&FL95CnN0_)bB;l`(kHz)YOM&!e zk>tb;F;`a+4!upWmW#2&Dj5=wWrCP`;wLMWd>dnmp{q?cmlN$7cznm)T7%s{2)&&G zLE+8cA>|F~Jww0O*iG+u*q?y!XjQsRSvfv0*nQ*Y)%xw0*n-KxsdSoiBqq(O0wOM8 z&QV;x5Pw91f^=Z~~6`FIZpb9j_M&+5Nr+JUvGta9eJA5qB7Mj=XmG;C6C( z^C(!YMerJU!w4@H5$oTr*{1eeqaO0K@%xyqN?2=Dz_GMmnEmvBljHvWYVjoC8GF&u zWyBD>RvYPVF~1ETvX?P^h>aq)c(PFQvujkhpLyxZ56Q1MyUYj(_6 zjRW;+Kxs)F{%7MeC}O+1H$58a=e88M6W`K^5WsB zuUXuYtk&}yLVW+YaDh!<%<^z7u1hVJ0Cn_>Wxt!tQk6xY+gm=D9fs1#IHsD`sqe;~ z7u&L*fhiZtg)g~&cl@2JHKKtf0aX+;HSz}Gm=xj%%|f!HIH}B@aAb}H*e*NB!}G%K z?nQ}P@AUFUCMk{(Io6J+*Cn{?o1X`}ij0`I0omMhXxgW0H%S41+S9zDH zP;}@sv0@3Y9qfUcmusip8t<`-J&@r5zKX46OEwnYQ;+g~{kl_{&0-&lC&_x|DDwzffIb!Gf5dx3&5Hgzf0Y5D80X-jMwIbMzxI3tmdC92|@njIqXhaJ& zF2cen6@EIxFw%XEYW&1fP#-qm?lI;KI=Nja^fYHwFM|Rf_#kBIM|#(<4t@w+%9B^9NuIg@2Z*ZU1-DVRjmvCWZASyay ztko-)^z&6|qL!5^K6|0-D8ChqKan`@9 zwSu9?6xt!ysr1Yhx@rIkH6xpFhCJk}8D#S>GaIgq4LL$;&C22edboSYpMpvYMsQByQeAs_A3%3p3k3)B|?|QQ_~m;7{6wM(6&1S*|Ov|Di(?v z;iC~eSDe-&lBH4b2VQu>b&PJ0d2Z%Mj9r|=N#>KWf)h(~PZ@%fxut?mdZluGkhOgcE#{gR`&)AnqJYKPm4n^a$SU=xUOQX!My=*#e3A>{Tui8sZ z9j~3*J&cIg_Wb0rIhy^BIcrlRRju_7Ai|Fk zEm%6O*Kr^J$t~la?(%+J<{NNeV1D3qA0jQ{XdT zb8K3Js1gUXRUlPGVgWPu?6KfVdA9DpRfF+Mh{nWa@|JIIl5aySxSLceiB<{!0PBzo zIJFm7iB0CZpfbjq-}Q@C?{~!UpPJ#RR0=pz@Oe3$65wte*5ORD>L(9Pj)8u^Ts_2K zftd4wsjcyJ(B(Cj%vLa9J&&!cfWZ5{K-d0^vW?uokwo}yVP5V2P{w6rQBw{!{0|11 zomWCVo3w2N*vfi3(x=<6nRVRMgO{O%Nk%1>BO&bD9eT-GO_X#1g5c z4pcFC zO5=@I^JNa()C;ep!{yr?=t!_@#3z%Q9y@iimNTUkqtP>=1UYPn5S<*8cApb?Y<36U z`RK|m?c1piPx;_c>1;@3NBoa`h#uzV#d&({*Ws>`i1e$$sU$oqB-ip?Ra<~3m5eCh zyo*FJt;vSzQo#oSj#B85;$^bs210`G==<%IpM|9HipiM!ytR_ok3n;3wl(Dwd*_VT z_xFbqo!Dv(llj)2`{}&Ox3?%IG;^9A>^Q7Fap`^F)@?6$or0b zd8I(d#KSRD4X8Lc#hkMAQDpVhSm5sjzKQ9Jhwz=0J562iE{=A_+{wWHiO<*ryC#z* zwdKd!Y2SM{93U!!bKR;Q1cP2K`PRad( ztR_do&mO6lG5Kshb@$FUXKTHbSZt^e>RC0b(czPU_v9jXkYk+kP23lYpXgEhF zA(uSw5*4F`0ZoW*qFI1I!}g4%Z*14~%D);tAc%e0xjfrUnjvN?o{W}4vM|&xd&K0T zGU*q!{s5X3B{&$f5YocNv!X5-{MHJQDoZ&gvPXa?RkcJ^{O8Kr#D+$(FG)YuPd}on z^mB$DJyGD#v5hw?Z7DW4yWavPs&2;^vfgY)`o@UwW- zge|;9@uvbXjY%4q%0dIS*S(}aZg61e>~!IO{p}{a0eGd@-uzjg_GO<n%3^DcK8AGz1ize0dKiAF@%CLOKmRREE&Eq05*O8=l-+%tUfj znFFqEo~|=uG%pxYI|LiQ`%>voFrD;Aqu{XEgHn~$7!mxXfz2flBDOIpEzAP{hi3Js z!=7jiC`@I@A%!yx&-JGNm{;q6Fp&t&=dk^%twnPQ=r;1bd!#)2)VtfKz^6C8#%7R; zhpO^Q5}woWmQ8^sY>-D<>D^_ zUQ#jmQ1}ZuQyElO)p5B*?B8Ity(%{umWviW4@$O&-S9fNH54jv#U*9oY7Y4%!(>2- zTHVIM%d`yT2q_lvgc{^uvw5@q-fsDhH!4eiIf;LKjy~Nu7$l&i#;U4LV=-iHOg%6( z`yB)o2OH{SK5nVj+yz>XQXeN!HQZEONY#w(03z65T+yO9gh1!vCKx>TbN*)Oh*=D7 zfznVl3Jnd5)GBg2U08vbLibgC^2tY9TQRv+I`6zrMcb@>Jde*uS-(Cl24b1-jELU596U4E%R?*G(vB)jEg zcVSfyzreBmZ<27!Uu|`w?Ov!Dg-jKNYv1#5)FP$)&lb~RB(1s{=Z3?2x{6wZ#g7w? zaMjnTHT$GfH-aqx99s{zj3gXw*ik2Ht&IpX}!9jJ%t2JLw8A`YG#j^TI0DtSD#xBq=EU_0m{12D-VI6CvrGDoCl$16L6~T{ z^=^XM{7wjD&SomsPG)s^Jr5IQsxOEoQwNJ5yblX^9q*(ZFbT-i!=CtlDV?(^l&}bi zJ8~(#fW)SbuM}@6vUMxavb{gO4>eTlzGW-^4~N|FMkFbDoGsPDlKzDtxl9Zl#grsq z^y{^&9YOMlp>rTSyUMLY%kUmrCM3+n)#!xjJKyawrnb8Z={CzGnsaEz+y?KaW7&9* z4vL*3<_T|m-XsvAqLE**;O$+@vbJ3Wp$$4KZsi!O2=|NELb(w^39NerhiH{wBU7{n zET;aG);eUg!fggjd_D{R+8D?DtC|%Pj(sg2ng>c=jsr>gcjbKNLdm2wq!+cG4!7u{ zRlZBeM^87L;2R2AjMCf6q$4mvP8titSn$d?Oh*L_P;nxQM}D?LV!J@>>>&53?^^eA zF7;z*iT7zA?8a>OtJFVTk%rH@n>^xQv&hmIURB&k3zA@U=c?Bl*6fH~gQ*Cy zP4@fh9y0dh*4j~ZnMt8+{I-BCOE|ad_9CSgwDX&^-9za8;j4kbhpCw+GRsUpy8;g~ z8Do7B-$N~^1NGmP3^@GVFdAApq<|wV!`|_OSryY_4XSvg8||-Z{%2r5wnom%Nyksv1T)+?2&F#IraeqA)RqsFK(i{+ z&lvH=BpowqdXLX8fV@)pSby90x9oGEBezH!;TW`>G8)!9?;1VHZZ zmaW!X8Z;(FD2I)Uu0q2=mO~A$)fS;C%PQe%bhUPgBv&8GFBbH);mwOA$E9S*bHWg2 zq~H={2Dmu0_`eo!X)jvtHx19wRawtjEB;{_jbog$*;%z)XwzZXq#kfqWByZQ%V9k- z6?H_?T+HZn(<$K2AFJ1t(>z05j4{}WKZVXRWEr@fiVk>~(0^_q!DyEE0k z8GJbsCzbG&Yajo(+;V9hjx#8)>_;B6>&&2KfghH=57jZ(@dH|3cWax?gx+@jw;aaC z$^91!uZO^DA7wKFo39gCz5IbnO^xk0IC$HVK~eJSuP)IvGLZwSGMZ?Hfn7mw)6 zI1SDR82k$#+@2v~oQ1uIByf+MCOJ?S?cw61wr^1XyTRXk0exS6&~_iQM&=U1EIQfu z#0++3xnZXbK>@cP>QrrTCunZOM*A&beqiJ-cmkhgPkG9cNnpJLn{A?j8JOk9m@D!w zMA6nPrx=1x(Qz~eq2@?^-yR9B%C$hQycmcf1+egF2Q^_J+3)_8I+^`Hiev8V&y^sV zs(bAo2zaae1nCeU-T<6VoW{QQd4u14CYqoh_PXOh8tB?k=?KB+`UB{e5lut`Zb!eI z7)#@jHad89tluwsMC0_P9X1eB`2aq#XWAg15pw_(`Y=+bDQRMVbB0Qq3K=^-WR;Cb z#7jtJC8iEwCniO2H%p~pNTk6NDyA`}$Fo+seiG*MgtyyhNJFgkJ}fS0D#yzOVxi8Q zk$avXYqv#i31(@}p5OBAwK$U7x4szlh-oJxJwhbm%s|bFY(XWzhA8_4tK?uIA1 z?{aoj_t1P3-$~Lp=V-^}`fAV$w9dl~oX1%0pNh4|uPOEC{a$Ke9yL$NRsAAJWl4$n$_zXSi}G@1R}X=CHs~)e_#}|Ifs0D&F0CagUI^qv3}A2=!gE6b`MUdq0tA>{uukx6g>$0=`uQBb_<2FGQHZpA zZZ!QFDV3`K0IjP>I%_N2Rg(gacv!R?DeOmNf$RJ2V7Q;md+{pF79AldN z=|G`}YHlZH9t@@E<8>O0iKz3GqS=`C0MQpV0@g7#^uBUE^RiIMe9GZ$E6|Dz=zZIr z`r$BB7fu-dw9Q1je0B+v+(62u?pq;X1;N+TQ7pMH^88U5tdP6eM1(E->wAxa+MH;l z#4(lHQ@=5`XfwNU?}8uCs1Zt^<>12=+04GlLHYv)kWGet6u5Lt@@i-*J4jujeQ$YL zOW|&7`uHTlt)0aWUHUC{^|t)$vNt{D&_lAUhM(4jR=v2OCKV2!3cSO zHc=3W>9V~LAQChEE{w%^CDibK!)+oF0KP8swhJN%RY40!r`-USu?I*FQa-hXwQ)9O zMt(5)(M*c%6O+=||DmKZ?|43{){5PsZ>)TZ-ea4~g(W>DSOQVXKY_K62`C~Y8ks}h z9rUG}C#Cwy5Be6+ibCf9L8-p>ML3pmPL5R6ctlj~E-BLG&ocbN``*tEnj*p~BUz1i zekQBYJN<7HvZZYJ#RTvC!EtYnFz>OYf^Ru2Uf(M;B8kaVvX0;1=>GLO(y28SycPc0 zQYAMV1mpT&-WC7Ajv~u_1qQxcp&TWd8!XG%b5t_uF<8-G({i+)5x-B33eqQA8@yp- zC=W~SvTmvfscKOzRV;M(tjEd~fy11#Yx}M5?Rn7tIu&AkiT1dYv`h;*&Q|Jy@5dZKaw}<=T5XCm(LvOpIKRoAB>>dO>wIP1L3q#i} zvj)QoUI+Fb+P`Edpph0rV<-)jGT4KAU0~nD2Vy+taTTe2rqvOD&IG2ww0+|FNe-$F zg)Ifs)-NFE@(x;u{qcYgLk;eF`Jw^ub2|uR6|fN6e4`)Ier?+K}pMv)U79PN;hlq$NqIoK5lut z)?+?v9wJu|i>|&{15lA5-k;eoewqwltIbED?-g&VvL_0~RpYmN1ry7Tt3gk2Od1Ds znmbh|kYXCp-mFCs?XAxBdB1!~*(o}8KK-m4csAn0 zd$KvsMEd}B1=FF^*H}l%mWJu5a8P`z_q)K;V>0ycn^5>q3t@)t+v!@l0o4N{#!Ivn z>p+Lxpsn9~c%y2?PT=30r#t1&r)#Q;Pr|zAEG-uJ)k(kF;vsx#L&b!_bYLCSW^^4P z)G+a(XYvs^dDb}&&l?e*-C;mp1sbCe+Te{zqfD%{2_TDc+?R^sQ?05AC59ltN!$_4 zMoxYK&7Lm$ynYSlD*YISj+`)c`%Q%K@Ro10U^J<8;H4v}pWK~D9RUOG-dyF9c*vP; zCjY>$EQ@64YjjN4+|Ct{mi%;(H#JA=K18X?B=fTdfGMHn_~`lAh7&gq97&F$gn9`4 zy2!t+1FeWQvkNa&V+@2hoBx|T<04;RYyV!xGo?e&&wDrUl5>9x;#HspUR)-#r#oI+-20Wv$aP(xbUk6E(! z_@og(WM?C%b$8hC1Kgh9znd$apj-|d6XDc7G{D5C)wFD#u;oI<-W6azxl4A57%}12 z?~r5QkU1xWQC_DbR+(O;Lr%^TDk~bsfXyI&GCX! zY6Kb??rK;0L849VECH?mJ}&daM>zNBvLvC#zghMlP8T{275)PsVb}Y7Ceg=!f@vtR zvzguNwOKXcCX-3Q?11NN4zP+R;_||P@K1qymVv>?wGqPx>7g+^xJ2%JrK3W#D?QvOLVXafjWSKA2QAJ;MjKJib7H(Y#K#7|Cb(S7 z34=_93Gtepn!3tmh@|fSMJpXk&1yS{S9S$}XS#`XwKCHMMVS9)*+H6!&hpMEG8>%2 z!o9EXTFj-g$>@+IH@A9#)oaF{A^a8<>H|V@LaR_iix_KzSe(1o9;f%y{|{K&(?T`6 z8DMJ`@Qx{Z-HjN6@Pez1}hiBwZW9&z>4$+Ih($OvksKvMIK`o%KyY^{F2yMnhvHJ)p+$jTJB@N ziM1?jOQtc)9(8?_*h?5bsr8J^X$`x9ZT*%E{Q$RGQ%i<$1`_`;bKO4?_;i?ml;wQJ z!20#d;yJB9;9#f;${yc&PU|syg|l0ttce9xk#y*TXG3H$senXh=57(GEbXsJ1+jDz z8%*nHf+MVN1}*F>mmf;jDVd-1FNATFATASxr7`@TZRBU-RAS%mUvtr zs86YsGtU3T#M-f}X=pag9REXR`iZV0@GZWnY4L34+qcosB*e*G=d5w%i$b0H<RQf#CCbm$Z=akM-c~SJ%jY$hQCd9EDi?{>^qSbq>3RW-c9WQCGp=P$5P- zB9HC7f@B=M`|-;)$5AZ&;{!@bHPL$fu35MGA%Zo;LmZavAxifoqc@D^)IbOVbtE14}JeD=@KtHmSIMCo3^ai?7)26QA zB)*QrcgF5BR5+_?>2&OTxDfRTS6QQK(nfDHE3VByhlDrS2sT-y+D-4lQ@q1R_+}8l5z;Z|YEv$WiPF!{!^Ew`I5foAr*#gZ)WDECe!~_9uX{$vp$9 z_b?!}_VwRDs^N=gAeAcR{{m83MIbrn>0&Xv)D@nX@LjoBcwVH!y2sek!62u{@Z{(m z&>oyNMEejfWw1ntXGelc315{^RH5vh|9CYu5mOYlC6RapYh(GSJq|exdTU1f=~&_= z`5v;}xXj;nzk<-Xgz#9C-`IlSb@C4z`n%4T$jwNp2=M+Lu_+nl{u(Z0pdxhxAyJ}q z5_r1sn1K}=tvnXtpx< zubP9}J$B1Pe04~*nZA%%qwx;v*={Q`IRVl{0n~1iHe~>hKrYcUe&=}c^h=-5Q1*TD zjMDJfQW7xd=R%LgsdKv9H+N}UKT>l)zU=6Rk=4TG{82@bq zi!T-@Y?Wmum5id5ACHRX({fy+PMD0-gqWV9C^#6}A zo=wqG%#1m_gvTcb#)`b&_-iNJ(k#ISGdV$N7#Y0N_YBMOb?HAZ9Wr7He>s=~|CfVV z3vqWxwN>yOe;^)Th-UV3Oxa8D)n<5p-SYlf*44*dq%2F62ghu))2tsIoz*bBos@a_ z&hwwCubxNP>QyygbWYGiN|vi(VixgqwM5+UD9Hzu`fGr@OFhd|x6qT8{Bv|T(OJvP_;9js+dc&Y zz&2Q`w*QXR1Mv8SkPp-_cRZht%a^7f06%epMkp zbbz3g));5*3uPIlJwaB0T#yP z4g7fN*< z#V{vpe-s(Jtu3rncIoGotv`F<6pfUJ2GXxFs_f(!^RTn?Qix+9Egnt9>*}+bDIIjm z;wUcA40~`SALeKTw3`m&FEoF)o$f+tw|TfNto0A&FT@DfiPHsMomaNhUCzXo|_w8Vb&;Y{LF z)TUP(pE**ZH?E$5wv(zNgz1y$u4o&X%)gnTRi0*7)l_Bz z4r`!-ipuGUYd7qmST}_~qIg+!R$&S8+AaqRug7Sub&tLqLzDDiqU8~zm6jW)_rvc4 zwz-K-)D$1V(Pni^(JAblJF6wL#gdZh#S&ykZNa+RQ@$Wbw)VaCOwnqLw%&O1Gah~@ z4o+NF)6!5yIV9IeQ8sjDvpjju~ z(TcDlYl{4sh81Rc4=qd=JS|5_)bjX@TkIND8X>E%JreD#a?JF6{-W}&CZmUfF zeUZMz<%$Or3e}}zx!2xz;p&Phe!Q)j-{0NvnVmXHoXL^@!IRZYOfJrQ&!2Ibe>_Au zYCMsk$CdYqMti9Zg{7^9fu*sO2`_m*4fV2>S z&!R7a(;u0I=x8>$+ST}^(&l+%F_GQN<=DsUR-iLjv(IVfpkpZY|Mbm$d&jY;Fv+oq|rR1y}OEET8wb{o_8_#cHV~&TH8a;qzw(@$RrOWu{zL;#=R7w1MXZw-={L z;doW@ZNAQW;3k}N&Fe?#zU7^bOCP5<*4 z;i|ZvmBII^DbD<$$$1)P@_hlSSeB&l`8e#>t3EsV9rE;*>-@qE%6)?S`HB(~ju#!nS*?WV-3r9gAcJR6FUY3?D1n0^lylS;D&e`i(Q{fS z(}VGaGqHgdyr5b>?s6ex)=xsPotV4>GY0XC-+_g$ot{o6S@&vRyDi{=-AOE?nJ@-c zbyp>C=XxV$9@@G1<17pv1_u=@pZxCK8K99>8T@L&DMrF;lM90rF;k0Sh-j{S3J*%# zzuAjr7YtyTdL`n{zaf)Yh`lp@#J@^ZL$Q1FR+O(SXx{9+dt%{TeRV)tB!SL%_Y?p8 zgs$@)gp|?%{WeYka-fD~HC-4RFh^ef-^wKc-!aIM65yW>7xGkd0z@BOfv2?H@5 z>D~qiRHPN+w9oCQmq3TV9XR0b+y%4-{f&7NjRm_6UchFO)6qb`@9!c*8&t!(UJB#K zxKC7enZ-EVG>Bs-GLd)9PWi$aULrn`WRfsl>}%@X3%4ID-gI?0?K51?r>@1S%@|{X zf^-}^cWb#`d1JEE8%c+yB?WK&x=llVjQzRo=&t==z@(=SksH z2W3mG5m?@!Ip}h9WaD1t)_EU)uSOC$K_IT9n1V$Dy#NYmvGHVo(x{2e=ByigYIUb6 zV_cS5?)Q;rp?FGF@UnVSwn{9fQOdk5f;jKIlMQMw*xG>P(X3p5T`|DFdwp`LV@n(G zL{n^pxw`szu_DHIwB*>MLm0xcCfI&GIs7{Hy3ja^?oSb5XS(PcGhHVK0t)YHGb&Yd z@N)Q@9Ttwqm=*E?sMU3w$5DRj?FEyX(_ppf`8AHB$}kU^$)IFu9;ti^7gnqD{*2DU z2~K+a8N!PeO0r=9Az`kM?e9CMUiAlL)`dHl)&8Mb{u=-Cvt$jnykr3dzStz z0x22-W=)~xCYL(&l^VdK#@W+3A(m2x&m-dMszF}!VZ+E!bCNv_Q+zu%3ch1bOjQ#s zf=7+>T;_hTczOuiH6pKsTXOaCSt!uqEy^7wUGdsJIKSuIC}Mg7yt~=N5w}SvLc#3; z-(R6W>{4Q|f)hzXQ|97|RLRQ6+(E9eF&zc0WPTwl7GrcwjnxonswlYIzEdd*%7VXI z61Q!+$uCrQ8Pn+nJp0`~u40fa9^&g}R_5 zQ(a0P??Fv|VJ2#0Lw@}slj3UjSd7~`=_X(N!{`SW;QfW|X45hA1~T;}6fg&{%GQXm zg#hVU8V_3+HJ0=FBVSloTatWByz$MoIUYG}JLVhoc_M#vS00t>3wOUel69`$8y^X8 z%X`{wplGdhV0h@CrI;9pt^%7>xG;npjm9$j8m4o$fDFF!oo&Pt0K%?3&@lbBqTV%Q0&S8k}F;740~6=nupc@N1AhVC75`+ zM0C5gpR>HQ9aiSSIA0y9V6hlrmeE9Uu~0&kcG>y4wlwaJ1A&aMHc>c;s{2ubMlv!# zN<5Gw9JT5ftl9~sJ%Ze4sj8YemjKj~Zhx6!LWvuTPeXB&f>w<|!l!9AXWROqK>T=& z2`lN)cvXysWkSv|1qf-eghlf6yBJ~6kV+IRYVl5gS0KHO+`be{)TISz&7lG+?Tsy^ z4&!I_x0TLFcJcHX9cY6KjHQ)N4c}lirpNF?q^~nyu?*;cHe?Gp$0d-+47X11Qi^gi zXmLduOTCgW3{t=N);@~kVBGhTs%vXY=O|NHG-x95J~h+=442@=ZME{Vo+-Q{G=W8X z4h~>SsqzvY@yC)A%|TT^xlBDnf;W}ndIe~O^$EyKGblF+z(*!}VPX!XsYWM3LLY{1pttsoP~uQv&BY0);h&DtZU1L6Enmu`O5c7=p%pT1a9*C{*T+E zX=SbjQDmmebRz4F&D)V4o@f=jUTI-XPB}HB;OH&SoA|l!_Y-POXX)_MS%u;E5&}F4 zg7Su{W13e#du6|jU@5+>3a-04YIHfrSK`z+h?zK4`_MvaWMkdKJM} ze?6o+DpO+q1X2se{nIjZ6SP8>aM47pvc!c6wM{i7QlZ2j`ri z_kZG3Xk3Glz~`{P=hg$|XP6d8Sw}n%e~kF8xZH|PZE@vWv0qrMe6`U#X3?9fmr4j; zs@!36Z>aoETdFI!YTe;YxbEQ3$Tl(Asfg5rx#%x{)z5<{`SK2{F_Rj~_ix9h^X3#O z`ZX|lsL9g`Km;(N8`wTwd$E?=N<3kI@UqZq1BvVW7=tUEclq9}+ib7znxNoF((BSj znCy&XT)y|9utEBbyiVuiXE@FhLSMr3@rUzY+Zhv{D+QU(B{MMepEp!(w%lW?G-+xl z8`a}XNCN9aB`#~>6y!$i`a4U%Ads-9^&qObXjR=OwiVN+Wfz~AZ->hLvT@r~5v@Qf zV+0fA$>Ge=?u!=ZElK#cYlyDxNx1M*6XX21BTk`SbG;Kct7IzshN}Bon@5qy=arg1 zKayJmrtR4{>7&8EyNnT;-mPB^l!WKERYj9AVQ?5wheKziH2OC#Vl*tE5F_G~9eQ`O zd&r;D(qcw!b;!+r3nR#khXOE4;lmZW<;@wq;=Zj%d^NqAC#+c?3>AAh=ldBEBxqQa zfm-o&M8e;2f}`gkO_6AQ<_{|q%cBM!Z>Ds)L?OuFec@E% zR%6)%nU_S_JZ_!7y|Y$sC?V63aI*@AtkIj6rxzP!XAYJ#+TQEj7f(@%UI;JUZi0Pr zlf-Q+^rg>aW~bu$4Ntmh^(DUQ2mztIc{HfWQ(s0%`D`{{(YVbdoEnOw7*z!Ujk{}w zx*=V&jy9$nQAbh7(YrN-H6t|z))0E~Y&zvKZMEJ>CeI{Tmx`w}wt*OW!-}$@+d+fv zP*G-!Ck{<&?noSIY(KJi9fk|IHR|sj}r5w941>m|L zlRpnBI#2_EAaus6XJF!d`Lm;&+O4^J%;%lQZj}Dek1ZbL6?GtMe;_bh}4+f zPWCZWhlxxN5oNEH$Go&EzKkp}cTd3D46G27SMSTEY%ZlQm(%gtsfvkL zHI>bDzwhw2RAzEtTYSplCIz#b_7c0h?aJ`Aev+M8R1nblkr~RQF}2uoV}^1h&u;hV z$rn!Z>TGYCJDz%_#)wJp>0y?u+L3*6gZt0L-c+_c$+fr}$;fI$y1kgy_a+N3wZ+N! z7!$@%8YBuH!zrX}WvQ`Mf{spND)z>ze+D||)_cP2kX&$Kb+x2+{R)j(zc5rZ0vNom ztfX_cOEW2Cc%~%usZZBR^QIf^G3o}(`ctyaCgN2ICN`n%VY|FO_km{Rx{|?l^f4YI zu)=wk5AD5oNSy05H>%$>>w^>*1bEDtkKWlu#D(6yB6w^$P9j5nJh+-qr0Fj@v zNdmlSSw#dCcEzKkJ!CfX?WWg`B_$>UTgMWSW}#>BtaF*&7*1wCQ?=HuXr$eMvr(FteAzx@JL?*b3wDWX{06ueaBqX-f3n;QK#S3Sw6W*t@ZbQvXENDD7OJeEl z{SjVYcuu}5q_S4Dz_7mH>@Ojy$=98)x_lj_r9=M=x@_$hD3c#a2aaW75MKK(UD>un zX|;%hD#X`=ElMD#l)P=X0N4Gz$19r@LM>ByDS;cqr8?uHiN@c%xy_8IM00IFA7HMB6sUKvRw1^ z5NBBt09pA~`7IZjBc;r(Pr)47k+^AA6>VYoryX7JK*ZrKwlzBtBtnhgJRN*Hfpw44 zI1Kf;s+_nQOB_m6Dz>ssjGKL8S{!*wWadwG&{rAVtNDlsrlE+g7{z86)C9BnT7e~$ zlkV`o?Oz?&xAhi5yx5z} z{H-vZ#=9bRBaVKy6Z^Z|X+E{0D8N7vW7F|&e$@_{emZZ7nfSPypRZlrgK>15Rhq2~ zk(KOVzLpzrZbtP9`!)P zi``zFW+@++&DT`j-aiP^P7ih0KLAFnfuL z9!JdvChP#g>k5z*Ijh9n=Ym-xbD)ds!I`mVhQ0Y3(y3YJ_S3HJWM?$~NXit2N2**} zvrB9!XH*>6MUTuFg6-@jx`^Il8t0n&X1kf&a{=Y2qUVLFzblQ;)fMf6DWdg1 zf#dR^jhAG^XNhNm$nszj4!ZChx_U5wIq(Q7#l-t5i|2wQ?uV-9_7GLYTOYG;SG@zn zzi+Us@|+a#5-;uH=zkPgpCY?RSRZ>G-bQ)#2lAwFM~RL58t~lXx$Q>Sc!ms=E-fL&b!QYrA{;8i;IF*Pg9Y{LT2r<6_MVJboX&$H z)L!Y#Fx_JY!qe9zRx15>;AsE}vOpr%5IE^;N*6Hqrh_{r zK8bnyoVvgq`)P8aKwf`0%d$!Caw=$k_SBHn;U336p5}3rA;E?%%J0Q-Zd&SkyS2W} zIBhVH$#ANU;wzvFqPp6`cfSKqLJ64G_a%BKqhTbksybjZxh+pTokt5^GDCZWOBE~{ z^HSGbJ2$1oa-ZjV^|9-2zX!0Cvs4)7>hMMY&mXT`AY=7}TP|8q!`SRwcg_{S^I$j;%ErQFVE9QQjRP9c;clmN{HULvCKprZR9-!>E<86;!(zX) zHZ1$&gNQCrSO|OR*t)aS7W%W>MeR)hNm60b%gY>S5!{fmelmVdpXA zFLE3@B3Zhz9o?m*D7x|^E2&(Jh*Wbz^DEcu$=sv#Ovs$B_8qUg{jY@bJq&?*+ewGC z20llAXcxW|l>_5ZXTL80%21BU3(J8&QLBFP)s(jt?pdeizR@$t+}MSAA<6`%!%?Vo zZ{&DC3Ku(I=$+$6AM5GM-O(pI!|{bsyOMe+gLeooPH+7?AUf%tWxAxK_3+x>*|${9 zexb<}k?i|8#)DUGBYJz>t-#4qK%Hk=fu4s~U<=TN6?6?BzFgAoW!3uE&)&rtv=*5} zVeQ;UQTSjlarV`IbJ{q;7CB5d3}|MO8O)4<#GGNT{O)jfZ1p;x|;tP0;n?KDzs& zt12=~eUIm-h}*h_<3b$febM{+7hjj)nX)bHg;OunH-D`4609BSiVI0MB*p>Z+1M$; z8i#RpqB*$kD&SY(kzd4xFE}G-yEXOc?NQ^0>s_}B2Ur#N^BY~vhBgfrtN`8(1H3zo z%-vQJ_XXDe8kPP6hUEOt^?K&>Q1NeWJYCe(bf6|(buSxrT`Sw&Vj$AC`sk@J53=jm zNE)D790ev?+J*7Fd3D%4E^D=j$*Z&WnkBo$y910pRD8#mD)^A(Lj~H@vn2 zucwYd4uGTMS0V?R=sua$uVV}AqE)X9ptoG8t<~IX{SgmJD0v}tpC5X0f%H7>#T$Ob zKeo%FxLN->#5IAKLvrMi@?9OSf&s=b9!;<)?h>BL2YLB!@t#=6Y879!n8MN=9pTaG z&i6yH+T5WuDF+~iC1rGIhQhHcQ*$u>X z7rY|x-$X5UG(p@!Ci%ck&)MRA@Mw|15&GB=5s^pQTR!UIhK2JY*gajx=&^5f!1-i64ujgiZ{-l zv%g_1ykIM089V-T=UXCJzd_L44jmJDc!yd|#pj;P6x0r<^QlDB5C zQz<96SSnmUTyR>o=?8?S0!@RxcPy^0^F2DQ-14ssFZMH}GBj3;XQj+Ru*m4qCf|wZEUJc@?*PT+nCjA z|L*%QM`up^u?rQT+ZK+HcZSMIU$@=<+RV%i2YTx@uYh1p@6G@8xW95BpH8!PswC*( z!C)4%UgvqF`jye!xm`ERsNqL3fhUlV7`ga=F5Ai1@E7dWu)cb;Ie&J|zc)ID-0NCTZ3wHLX@ xJSWE_plyt^dhu&UI-Q6uf@BqQx-Q9g-Z|B^5a?bnreHe_j zc6V1-Yt^jTy$Ms4mq38Ufdv5pL6DLZRR#h1APM{vfrbR8q!0;Wfq=kPT8M}!N{NUN zDLUAhT3DNafJlZVr9i2wEMbI9bQ}@q1?!2}O@9WV&I?`7C=DWuRTPE?M`>r_N<_!w~J(qx@D{x?|82GTh!xGCKPCqT}vf`{3N}?6iGC;9%Wxfe_>u zjjTV>hhzw%gdEby%bUW1eoDo!j378vANYvC=qYGFe?o$T1N%1i)U^`&86^FFVXVaJ z_4(p`Zg(-$8UsWTt9R(sTAiYIF!m~&9C;ta&+^l@$A}~N%xY+D0I~(L;T2oS`1P}e ze6}H*4+SMnFPtF)$R!ztN-8YK5LTFqqgI(De!O6>x)(=Gj6FfGZCaX^br3Hyhqwbc zw8BCO`FoN4@rEUZj3rB28EUrfNaR+B`%(b>e)zj1?^}zB>9_rTCSk}h+S`~A#`l=W?rvI@>KrpiB4FZflL@f7a(2kW;KWek zo9rKbvTtqx()Yxy&x}?F%w!My_60BG&)u09IejG)3!~8qw*&ib&!Y#TGS?8?+3~I5 z*oN_5@*z27*;%;Mt(;Kq+y@s338#iQtVGt)LRipX9Nmaq#2UWH@qI%hX?j5#$p*o( zDZ^uV({Tv{c`T1~5fG}lw75_p#S>?zR#)faqwYb8mp9DS>>&4M$dBFv$@#FKD6e0N zCME_WW#TZhLF}8qk)!U94@}Nr!e7(Jg2H}6HwWc6fFF$;$Mb``1Q8$t2@0S>MoI?3 z*bI;*0w3w2sU`RrfLaT23Zj+^dHMli6PXKaxd+A`QU^q%8{|98`3Gh!2*w_+M-U2P z=w6{O-@wX*mt#S{KrVe^`-O1rACL=8MIarZOe{bape}@)hgynP9$=X#eyCB3#`8fp z05Y$Al8FtnBe=7hDixfzJH3|J8fM0T2M=1JCt^$04LcJFvpZu;`a7ZkbW4xfCheu1 zCVW>Ar6LGC<4C*w=D^ccAPGX`4iw!l5Wa>O?s}^lfiCn;W{rk35znXGs=ukz6jr5>z zyKEtD%kPBP7kpQ6qyE9M4tWuw(0y}-dx`!?@k0HA{D$olPb9-c#DyjdW8DiYjBO~G z7hxa8B%Mk&j1u*&`X`kU&R71r_(fqp1+PzDl;q?^w0mUe4E+h(lxoz@n#cLGwX8Q08&DNeCsN@lA8KG} zBx*FOL@JG{RI2lpQK<`4W79AvvLp^CMpLaR1M(}&WHt7wFsWOpkf?oCl{Bstw@N=& zG?uTbKIKcR-6_dwtd%cU0~8UeOv^EFsP2mYvhe)7O*IGt1S^(pIt=`DevrGwapf+RqSbandEGinL`1 zr8_)0Ja0TCS=w1XSyH;BYvyYRZB=bZci%kNIzD!sdGLGe0G0tgfQs9Uy9;b&cymad zz%0lPNJ4}tcw+=k>}Fg6PGx2ztUX+ITz)1B+;&_>)@s&H!vOZYw8D&2W^ATlxih)e z;<@65Q3F;e*6byMh8~Di2zj_ixMPe}4$8EdF~_ltu~7O%x&S&3&Bo6^nrB;NYga9o zte)0}*J=7JyXL&D+)qGG5axB~?QCRiG&$xtIIV}8JDaU+c&#@U)0V!T-Y>7!l`KN7 z*wtUuz3*=x5;>WF#d4f=m33G>bIU0H1XqwW&A?-r$(J?HlVuM$J>AUQ@%s6sfa#dx zltPhm02hVffN`$RwOxKP>{R89-mbJ3zv|mCPUGIGFaxa3XV?Z&0<2m|y>AC9mc`1Sej*JMm9$`kUHz>X~bfvc%`*i){^wvsORr#Y*$UiMtkw|a< zhxK6nSHs*|0o-A|%(b`zKj=b%xVl5ADf{Zrw$A4zd(0y-`$KzIHvsk2YAWq3x(&|v zl%&I?$|U{@C-o|Q_8;k;Z7v9n6z*~p+8s?0RuT(ORaTk`Iys$h$B-2Wd${X%k!y=; zxmvZ=2D?yQgz0caaKXVXoUPX7PbjaX7lUskEBU%&8xc$WDKeGPG}4{P_0o**UtU%A z6jU-)I37~C6VKKH)_OM_tSX-8LmXPKU#{b9dRCU3Ra!9Ze7lT~qGixs(Ajyzc*S`8 zlZ2A++izWMmhPIuKRY)pH?%po44mh$5kAyDz@ObMt|%91sVLvaOTp&=pST?@=k z8Lca?l+S8AVBull`&?N~*R(`~6C80%^DaA#ZZ4khB<}RvD6WJzU%A+}e<$rUu4T<_ zC>bd_d9=gm!sp6!%m);157n#uRDmcdmOseJKE!b9;z{r@Ei|*3cy0Jr z`O**9i8+2h?Wv&e)Zw-re^WF*(l~OafmhvlxAcJDW$An8)+OS*!ait)|3UtPZXg_# z0zxZNR_nRv?Buil^Q6TN_j=R6mjlp*r8R zo9aXR&_$II)YXvT#a8EFT+BsGt+<}Rkk7Sq<0kc!ML+AAS=5A0b`I7JKCWBcVgI2_ z&&ZHQuL6yPuT0VwZoIf>cX%c#YS5vl#ee{5;r@!0c;wpGDt8y7deDq3ls>^;D=AxAb#J? z)ioxt*q-$bLb`powa)mBzd4j$KpJS@2a|T1;*(hMgTxAXVQm-ifmmD7VmsoviPtD( zY^i~yGJoTna$79yLVW2nZFIK4ABNI(2Q#m;h8sIxL z2pA|T$OqsXDDW2~)B*(juXhj-3g8onc;iDrpny+Q;GbeH*x$JyBy&Ifc^COzP)J2Y zN(%T?F?KL9v2`@JbFvjk^92C`dBS;QQ}nMiQdGia1&ElW58*5{cM3m=JL=FflNZ2*45%5%D>E zG38Mf75}d|@Do3Yxs#JU4p&Pxe zBk6xC`MVxb6GvkQ3wtLEJ6odP^%@%4IXm%_ko;Ek=jT7|G;y=|N0Y7Nf4c?jAmi^G zMrH;k#{ZX?lZEO3kJ#^=|A_t7um7my`&}82qJ^7@wU(%b4RBO}O%vc^W#{`#&Hv>5 z)6oA&syUiCh}hWx1)T)`nU? zp#U=<%%??*abTfd6MU|4Ic;rvNM;8_JOl#r2}DX%NYxGWR2RbS z;}9wX+xPbNl`TBHbBtSiSN_#CcHrmsc1OJPbL7=54PQIcG;32APU0={JQ{tM%Dao~ z>}rN1qL|ejUrHp8hw~4?Flf^4i3LPN(BQ)0m)R20cml}tvgKsZ&|m?6z*OL)dx8}C z_8=klBRHtgCuC&se?Oq{prHdlaxE)a68}r$KZ2cpeoT^`Ao*nfo8|uj)G!uIf>)aU z-FK2kWDhoezam<%Om2S6do>v#DS zh>fUwh9$5&ic2SvPWxeschg5HTm$TdGEYM^wP>HtoRZRR9ci5$3cC;EiqT1?3 zEl(T7j=zh>pra|B$s|yukdb~vZl&ohPAn3V+eMqW#rG}x-8Gy+r%hUj+dlp$43)(E z=tsKL%LtDjyQ}X+_9y#t(y3H&G_h~1?}>`iB>x)VPn(~*6}SRUIBloyGFqtlSm_mV z_)D5_o2MeVBhZbnU!OU7T;EXnU3|+^DVY=>kqGFpSQYdw0Hp%M!h!tV@Bl@>Gnof;<=2YwG#v9u@;rDcbYV(i|{`W*) zB0)cffy1D~5i;N<(W|M>eO)U)bGn>l_PBrH7K=pITa!uWB5qA?=F{MOG&?x|5U%vp zZiEdWHRf@~MJ+jC)T25|z>xQq{i#e!pM!42F@1$rQYIVLJ5N*;foUpE8+nIASu&nk z@^L6$5q%tLSGydm^?Q)&!8IxLBPDn@p8xgUhyspdBBL*;^I6U?wF%0<7Bo>U(IzD- z*=Kv<5a_(wGaVfrYeM%n0q1+Z{%HJ}VZ1Hk+4X#}sBP-ZB?vMlWEG*_FEK=41AUU#@kBGTDC_Nv1KPDXOO+q73L}6#g`U zM=Vo17q)wd>Cd?Iugz^2<(I=OY2SRgfA*Qj_bS}TBmCpb2-;+s3Pr(cYkip~N^htN zDn)5;hx^UE3YP??M$Jay=avg)H~F0yc#9#992~V_l~P5FA+_(dhH4JX#-aty^tdx; zysqdf&Zip*AK5Lx45v_*6rAq15?zj<_*rJf{$G2vyGE#c0;}+HtB*G3s}iY1@mc#l z^*%W|s~8S&LHHYl7M29TY*U8}zYeK{6VR96q5K%{Va-A@nMe<_`Np@xa@0q@&1Pd0 zdx>{M+y#EMLk;sWQy3Zs>_Fl>c1xY6Y?c4_{%CJwePwh zwR$C1qr(}6$wh(M2l%0)k%h|l?+of(gb)ZgiN)jEl2C|*1retqo+J1CY(H(lI=mnB zB95y_$z-(!G^*Ef6>)xhaEU{Rv4~v4qf%*7>V38uHl6`-K zOlUNFV7M|kfYOwS|J%O)Hecq@k7?jiBOvk^G*_KstV?5@);=^zv_%BEZC**(DHYmG zH2v8J*R{jC6~)d;pD)K&?k6>xHNr9IVUwuhb9zGzq2L8_`%eL%Nio%%PUec}FNPBR z5%IX?pOFYmpb!{TQ|I2NJ!kHvWK^O9{Pal-D5Rtlnc|%F$+|}Mr!oFDESs((M88NM z4l27%^IR_k6jPa!I|3R#-)nYS>^9~)B^L*OF+y8<5(@Yb+1QbF{Suk}2<`<3x=3t+ z+fO35Vs)___y9yC5$)a=KND*I-N_e3=*Q2HN3J0H$5hZSf@xRUn8Bz-Hd$3;gk-ODFfM&S}Xnnb}x?KBsvuXvAN)3Yna4>(|mfr>m z5q$i{Hf{z3goR&umpOe1iYAB_XK@=yxM$r_U&LMja^-r zn~mF>&Lc1w>#|3}{uTwgCV}6sNuW4BADHHb<}VRLIMaB<3UA!u{hT}ym0|FB>iWIa z=m{2Zy+>OlpQNnjdUrf`8^>=C`|sWWeP8^>CQTVEur~?NqR@o$!I^ySu>79)t1^{k zGsQDAW)qTd2jn0dpMG>a-%pKa@g7a}g=PnQ0&{$M>>5?|%Ad#)tgwedB2d0pfQH5` zEs%(w1|Z-b0@Y@3TVmF}_B6<4a8xvQH!e*NsgxW}_sbmLXK>n?k0e()1wVL*tW(No zZpxJlu88L~9E_JATx{UVOc;1Jn%9ZF)@n7FCX#(6@wfvZq&OF(G&bV8UaS{Ytu)W% ziG&{QjifBwoS?X8JzfZ^rBrCt;4J&Cwf0$9uZf3pM=jLof8MdA>_)v??%w-u{|3ft zuiq$fe0bPe((UjEK0LC5znCTv`>IP(M+1lQQ6GH!XP8JU8hNqY=jO@BtDQ29n(X;r z0dGKLF>~NYGD+lel@i1#+zYLE@M7b|%PnaDxG7lBSQ##d`KPru7p1FayA>hbHs^wP za_PytlZC_Wq7fRM^w~1=@yayS8X*x=)$t0?$1=4FNQBdk4G-`AQ|#l(JT%=)1D{JG zoyFSOGDnH>&+X0ZItAi#(4&j>{SjPakhg%b&*e%TIA<%aezqH}a#f$33K7p%wE6<` zDzqvP`y){T5eXK}I%)*Dy&j?0emJY_X;hk{w0S>sL}49?M`(>z8wJAxa&J?M?9X_d z3OhV~3-?f2$eQdHlG8bC@_QNd>jHq_tzfuVY&@0uLlicDcv{U*ny7nx-l=SU&!)kT z%))NR6K;u)O^ZG~kmX-zOu;Fn3qB4dO#OsGqY{ISh)V1@(8lBby_Wu3sBh??aYRoG z$#D)aU|ld^2G%?-)-_letvCBdSHNAK z7HhFm$St<{@T^6nK@W))SElu9W0=ukw4C?zZN4lv>+};GW|`a2G@ZAH_$%PP7--kZ zE^qef730x#{Ddl$8k&uwft88!x49OO1jA0PxL%~jorqMZSE+w(B%Cc0DiHt3 zhLAtsj$j=em(8*=wSceny%1(+aGI(GWp^7jeA)HTASv4UbWw|00(~UK4AK$u?szFM zUm`|6u0T}%iOZuJY$)dM&A%Cgf(#QcXp2XkPITE$6icVYQm#{mO0QR+C|=taGF7nl zv4G9DN4THM`EW9NZjP^_OUQ`Dah?t$ZsiwBVj4E8;&3AM(FC8n#rlgo_`V2fX~~#r z7)qfMaJS_t7wIM)uLE0Grdk$HgQYrAtISv z!$!q!I~yBNdcBKN5Qu(Du14=zUi@wxN?pw&~wK_L~-#hxjl4uLn! z4Oq-3H;2<=nJ;m*Yja!57uPHhcMdl82ZPWw(jXLqiA?V}pox9?gInJ4ey`UX$oOsG zdW8c!TWQWy996BTEuwS0 zJtJWirsi5LRDV8;M8<}POC?nd-^B=p;)=;3B0vmRu3N@GJW41zcH1Atb{qWtj|5qE%b#rW1?7kXvhb)oQgQ z_kOtz+x{6X*6Og|C@`;jlH70uIaYmido*+G-fXQ^H5$hbmP51}EQ2{$h1wr+M5r~P z;9dwyQ6aZ-ug;gk__?}Qr`17iD}~ya!dbUL-NtgE`or0J!=U9LxYrqfizx-=9}g=i z{t1iBca=+-O=#0qn8>tJb5v(mP5GP82S}!ZMr~%x24ZTr%iQcY znG_nKBpS6ZM=DHx-vJpoGeMrq++@T=OrMB8Ln7Ss;IuZ7$tVzu1kLJ~-+0^|GY6sv zA=b;G;E~d487b9NoaFf&kb`abWuY9xuv%%=o0bT&n5n&gfJ9J#*!pht>=N;OK}nYd zCIm1R1-c(&)2Vu5yPw}sq5>v?PGHs>Gi5TnHWGs$Cy81&9u||KFgpg9H~o75HDbN4 zA#`u_aIRV_ZI2o4=ok#@AkxJg7%6+ zQ>Dbb%mxEP-{L9d%5D1~?o+1<+?6k$`?P=_<8WXs102cOBY-DE90rYIR$eX!2KA@e zN>OiP@Z2%rp72wO7S0D=sux@o)mJt%)UwU>6_M+rVDH;Ylpc0KZ+}GDmm$nqMHJCRCd0(D*)`7xXqu?z!Zn$0)Fzlyy1vNmfhd`qgK;IASgZNUqOi&k zXfKRf9Q&6Yk=F|x7>Up|BR%on@3=JCPqZ+ZUYm-H2*F~!x@wGyTH)Gw zFkI?F&@1_?2#NJnJ(#Xv)$ut}T)KF=;S!guk|Kq$E^q13glvGgd1gvCr@v1DB2T#q7L>HOWvN(v6U zg>+yDd{I`ri*mpt%+cwSqf_?7K6R`h;aHl@*X_+2?S(3pjATar>K}`HLm4qMqY9J? z+4+@>f|F@-~6*|PzAh>;Ej&}JH|_mVgui^~C>Y-2blGz(-B}u)L46c!cQ`THYT>%R3wwxwl|#4!eP;xdJ9bVWqipwU2>Z(>5QYaQH(=B%-Ag z+>pq=v$@``mNGaf{OP$JG`Rcj+p1C2D7ojuc_5(ssYO`Y{r4hyK<@S=;C67^keSRW z1fOfcoXAm8O&)&?=0`0L^Nz~}933ypw)(nimL{_lVTNC=4bj|(=1 zB#Hss=M@Q}W0k?}bon)(10_#;UnQN_E_?ZQey%Aphed)ahjbqX}y29emT=J9|`iLwnFZYeEo658Lp9gGXO z+hI2msQP~!fcF@`2pKA#s|)6LeMRcLztIB`bgX1-A=)3O_s7x`ZTbVLwQ2M}+wC7- z?(!4R2^_)xQ}izi?>ESE`yD_yLHtwn4;#h@3~r>_0{&6^MOYnLkqGdE0!BMh8viQ#x5n<@q+cQJzl#2?anrw>(J)r8(@QD`2;QkDH@bWk zJnzr%lz28ey?5Ml5N_VD_u#hlCI24{5j2kNMg{`ZZ0TeMIpBUS`0;eDa)-ly)ZG&( zApANsQ!-m;OzH7-oYb;2k-?cmqgrW>Rikn+KHIK9*k>lriA2aPT%+H`;jw%2&}_4E zeqtdV@IS+65bc-4BpLgQ&3ZPq`C?HBf5kO73U_|ySdDh5$yzI&(~iLV&6;kEnX&lY zeS4oHJe$vb`vAh@?S&hGkh^!{CJz38CTkN4tj9MKu)g#H0e5(Rw$kXeqznw`)7iIZ z)ZQpwPL6g4V{SKlM1Wi*VlX_m@VjJ|pxa}tFgPdUJ`mX*o~^Xd_{0(k{rLGXgwVk9 zo0S{^bj!pWJf5$$PdG-0Yozo1tKKBKt~r<21W;IsS;wD6Gk2HY3HVKPvOAKx4> z&Q@7z&?piK+H7=Yg~VV<)vnPf)qiA-Cbk$mR%>({LQUtk!XTH8jXhuMk~mvwQh9Q( zh)4YwVfWuzlSR37hJ-nGjwP6@RO(|>;nQq&KtEe;8lf@aala;OvRTMRC6|@#4@WPE zBV9{nwl^FwU>7r^o=vX$d~`TvJkJJ&ge|?*Cy^_M%Skgdlg@5szS-^1=Do~jh4ngg z!dYW6d&msm2EH`&CTx*pGh1_p#Hl3lSY1rLaq#m!OA-gYO@7A zO~;Ji-(J~lPqCyEC=g`4SIeZEEE_FuOldwB!z17d1f*3OG#b8okaL3-EEZ@eXt%jB zqciBF2Gp`y9M&4@bRp32bERSNy5Nna3PdTF$jiklhB?B}&N}>?YW{6H9$~=*o!Y#} zTM5Iwp5M*}gL|;CvRO{Mg;aV*5~EZ|fxHiX!>btKe$yIzySDJ*EQmK=MrItxFzbET( zs$kype)tQ*7su%)8MAaAXW+z52LpLyP5Rmodm|YO6p4E*PNkE#-%b!>yh`;8B~hxj z41B>ukW83J_;Q#G`3~5VEa%GQh7u?X^g29V6Q%Q%1paZC|J{C%StyriFv`E-!Ps)s z?co$D<6;0aNPje1hJ22|+0oMz+<{gvS}4%%3fq4N!NnsD$0mggHV8!o#)(Bhz@YtZ zHCtLu#v=YTv(>Cd*7S;0JhC)3e=LJTxz(Y1wnbmCA=fGV1UK{qKd?y3fDFiI8Y4X4 zooKW<9o6^td(7;UX-yZhSsyA2>%{>n+AuWArJz`uzfJp}W1&ZE@RuN=fMd-c->*uA z`otTZS2+5q_`ldW(W+M#)>rQ>R;)PgT|ZCe_0cgemyikZE|PQ2&gzULD{+V^wtW6> z9=D8z@r*c@$~>d3AgQv+f(H-A_tW3t0h~8Ghq%x}ouUwzLKcghJYa!;7F3yTQLKjm z+S0+mfTUJ8QM|==jfBh9uMiG?2j~(?oywGHtcT*sEznmqbbmNWxff?J&nS2G2E&#e zDy4!34D!tCCX^Z?QSZVixPRRlD1t`mwbB|=`X4vr1q!OKQ74kNS?xJLiXHCXV_FwW z7L16Nu1uyNBm#+~JRJj!-YUZ0{Xjn?Lh;A~wqEHKviZujb$MKsEv+C@4gKKk-KTCESKW57$S?W(P^m4P^`m_7ivoQ@294e(l+I)9g3vOb+-CK3#8B}r~N-bl`3>~ zf=i)V7kJ#C8jj&QAJ4QP>9)J*O8xM-J+y6-vRr6Jh;ni)7?4Xx_NG)DRI(+l;?Tlo zH7#tkn5JQLv4>_hy`|D_wr+J;-R#}_6a#*5LJy=WgYA zLV38xXF<;(GH`i_+vk_V8Lz?Wdg3f*5+-~P3D{=C-1^Ylt?q8lA-yyrX5q9(?-Zgr z_nZBw5*FEP7O}EPxi9U+K@zV~(0ie@_6-Nkd)?VGIa(y>17!RKe7o61xe_23?z_J_ zpF0m{QXK!ijKEmHd`N`qA;_#3Ynxm6bTgPGpufa$_c}7^c8=i@>w22ho0xV}Ezt(r zxE0o*4BK6_+Hh~)A-)U$kJH|KhJHbX9D0a2dshjfY`;C4etHj(hWP{7{#M%^4n$Mx zR9+9@8Lj`OT>k@4K6MLsEBsi5po1=K{2vuW&_G`SDdq7SJiR!8*Iq1?DCEe!Z~fT4 zO>=a59@o{U#??6^mGcZbfW}mW88`Byj_yL^-=W9cETzny>WACmfAdkppOm;K zgdT?nE&~m!m zq2GC*hw>3yZ#M3$+j*}a+#-yi1_qgh*sKR!Ymvay#(dxR*9jcGbyC`o{@0>dg`bux zm8pfgeMuGDP1&_OojL&*^Hl{jrH#G z_x9VIGpLmEgBoqu2KFf+MIM_hkVq^N!X|Hn>nGLOzNuJ&wSGg~w9$ zFT`>6X^+F-45wr(N8o|$M1VOASVQp?lsB7Qd6WW~5BrzHFi-8cV z>=t+iJzp}xw?JqZyMWJ-p^oUy$Lgg-P+GcJ-U5o*7}^mAeJPR+?RhhAqhKjx`jjV2 zDCnbTneyv%0iW-FKKv0qfrx+CJ-nqgpn0ly$2>9mt@UknZ7u73&3CiR_h^N1kMlSK zr?}Z$LI(FZwzPu2!}r~P{c7Fa9Pa1b`^gHFWqJ7+S0z0$-ZG>+7YRMS*)!d&qRlh$ zrD*Hj?eU$J0!>BqaYcV{;zH?Z_s`~8hUJx z?$^%>zg9514kq*u14|u_pJ948ez?mtH3{U-Q(oeoRm9E9clQ8KKchvftBc${KVqVT z+kmj(rV#MGFuRob5eS;Prx~7>*5F3*io5gT@G2s`^7?J(%X-Y27v^<10_s2?2$vf( zI>*f!f1KPO_Vhs&$FPrDKZBB(Pn#WH{A700M4+2EC!o__=wWso`L>gpKd% zX(vY3>3Y`U13;R6dG8tnc1<(e`rR z!)zJrY{@%OI2tWQtDw8^)6HJd{uoY0nA9_(E;_6K>sD_Nj9kH5i2G7I!Xr9eY)o>E zWLftWw&pBk7@Z!9~Q?=uG zWA?j}H@$_k*V8qGTA6yNcod#6cB@^$q}}nnooE!!dAjN4;s}yD3>N<}w6Ku?#r9y@-7j^x^9-6~2xW+|WNxJ42ej;52|{P0E=i zv;DRCmKc2k!E(}&>XlTZnpCWimdhl%xb6*AHa0yN|QKi`&%URS+=f_pf z2boJ)5NcMCuuI;}BQH0-*I*Ify<}d&a&iD;$b97aFRZ zAo0`E-RSU@sQTQZVbN$i;~#MS2->@Uu~^%o(_fw#KIpH>Y&>oJFvw>9N&oI;dXIMY zyOfLrE^|=*mnV@mTmc8RU<5Sr4$7J0iNdIt_27eG64?+>my7aazk48`&2o3P7C0Cm z$EOETgm9w1Y-5-7eQ@ILgtOFe2cywq#}amLJAc}8wU(etvsIiKm=G@?=|byqt&L+lpi+-6Ee{Q(WI60TmfHo z8Z66}KcGb_HQ_izZv;W!olt#b%BI(94ltd_w8Y09zPdrgZ!fQFRm-?9#}ECg57puG zn#|*RHU#&%C;75!b@jYuF!|)sq#6iL*SM>&Z1Fogmyl&K8m>?FuN!&y2fG2WYBGs z?Rk8@4Bq(aMS8P8Ry9DjBCyoCCdlUXlS;eJ3ndr^Ut8@%1YFb8=MJ|X>+qh49Dje{ zJtp`nDraPHFlw+E0{(rNdwWwllIi^Z5px!W_~Ar`GKweCHSrs8HoPkBPE9%O1-nJj zzR>ompsND8Df8t*Vs`V{NSb6u38{E8b=m>Nv{W7oK70X(SsbJaSALJX0?W}`)pAX} zHNu~0S5I^nmb1ClZJl3VDaJCH)6zg?Eiv4~vE|!!39(rWtI`&@(D_bd&M%O@l-XBXZP5M&#>)~)INBYLQbiWo4MUeXM%Jxl{l?NRgp+2;*3M~cZo=3A*pBWx0z^`FR~@oYW@5^Oj3v4XrN4t zu>iF)y$qN0Rk8jwY|tzL?~ra}th=$?p1`TXFk@=@Q%y^w^)?$Q8kJ(Q{%G_OQfKAq z=@<8#$?K$wD)?zb)9-?;B9I})_IY5l^tfJ&%Xk1IGJhxuy1ZV?r&CVFdYL@5|F&7 z4Y7-7X8Xvp6o3r~J=w=zGzr<|e3k;Z0cPDcHuZgI>`zA4HJ!D2D-EuM^qHIq`Jz$z z7>G=9(K$o{=!SHe#47?tF~;*|_#HW{X7YKc33SPkEQV^k=%SY ztLbQ{m(Jn`yq&ejyU=T~X+VhJPGoXxG+hOKEhv@m7*HK=YBXX(?oRt*&D`m+(`KkI zA;^U58hM?~ZB^Y@M`{*bxmqGPnZ|nXm?fn^nHmR;PQ!L)n#m4nLC8xuG;)!Yy*&^n zm+<8MQ`C3$Fb;V2#RSD><1J8{Wu{I9x9K~0NVU|=ylS4XmL8R4g@Q11b1b5v5Ewii z^cgIRXG~^~3i;-hlMhT@;eU0(r1HJtoVvufG<5JZll=*ew=$wV%dnHr79T}&}S z>}K+gr!YH;$4rDEnIe59ie2HKOMMERuh;{Y$Yx>WT=kmC=bf(i!)plb$FD};cj7xj zc1u;grDwz32qZQNk1|A8ieV1OARPwP`N;O542@TP>$fegKd&q0i(00 zN(+xq!?bxo!oW041}n+5E%mjOTc*ZNMXA+G;bpA#nNcwxa0(yVuX);~|ikT9b3e~PgdsA<;i3oJ+ z%2d)!V9%q4Z^+K?ZE6UxY1OK8v7!b?B?Hu}v?Qucq^XNF*ER`DUH!QO0A$A>R(JYi zMy6{h%Mk}-aulb>&~yejdjhG;(8(M*?bg)cS%z)J#b7a&-Th(SSvBNMr!Pu#qXE|I zUDuaE@84h}9xh`9S?YIL;8?|>_|Nh4z1%ybt4`-Iy^BS!e)o!`8{sH_ER)^_Q3dNnF6ciBvIm= z$aZR=T5nyq{}o)&71Ry^7NNurc`t7U23fD?1HNK}zvig$JKcz}VyR-Do7YlI;m4!r z!Xl&;lcRa$4_^061?Vv}{2wWd1=buru=&LfVv`(7d zeg>yC#1Q(zmjF+=k8o2EZc}HzVKD~?aN#OZDp~TR%LR+!(?_zyQ-D26R_!KzDJ2jJ zm@ZdiJ#l=6$z&m_kEmnbQvpi@qG31`}b( zfz{77ntS{#`{Yplkx@^FQA&gbEDY^OlD~gPA6hMVWwWU$pfl`Xawqf)^eD+!!T#Nc zl?6tQc^PCZ+Sv}RB$SDIvyt*`L9_M@rcwK&6OcQl zLI_AqOI=p82@|!7{X{w`)Z^)*4{2pt$8fv7G+O$d+Uh^?@0PqOJy?CVzmPKrBo^A| z1(ati>e6Wv39^Ell}Rkf19sAyp?_Ik3Bw7L(G535gbWl{xz$OmF|`l`MN z&=&KH_1DD2H2g@kNyJNP!_yEzp@LLQ9jjaV9$N2?CuSrjKO1bAYvNoXepHIK+nG6I zmDxo0)#7bbmy+N*|E(EQv>PW|z0JdPrD-^XU$>}W=b?X@x-uq^ z4uYPA{=|X;JQf`uy(iZ+xknTtFQ=%Wk;~#pu$(O|S2eWW>03YKuW(TPq6WtVA}FG$ zqo^5&{wD!ASop4=uMS*kV-gUzoZJMJUR0#YbSg3WdQx6-7G?A<=c%X25g z0$@D*no+ZnElu{!#^ML)3%*SlJEV29ahMm6`7kAkJej8+mY6>EDs zKH~H@Tuu(-ulk18i4+u}ihE!;!02BwpaV|T>4!)(fDT||sb{m%7mvEgd;8^c!xK$+v%BIB*v@R5vm-iQbuknYe%Y*yA)HeLxwoP-E2+ep z4aNlJLq|qRM<-%CUBlPGQtR<({MrpXK5H@?qcAbydFXHXm*W+)HG~2l=2We0!xtK> zHw@Y1$wO0aN7g*hP%A2u*;_aQaiJk#7z8ysodepq?y?EJ50D(WnxX;W&PCySvVD-V zP|+#kV3uQrt3bXF*&L;Nu+eE~n=Ogb*OEQT3N}VzGRq}|MuSFy={i&{6vc2GRZx!) zX9Dsy9RcdT%a8t>Ynk~}ue7e+(DYuoR8RPIG5w0BN#*yo!b_B(v4KExsso^+HzwVH3h4M%Ay4b8S3LBC?(gI?&0?$84YtF`k+}_ zsM(-uf|1NU-SW(=1L=cMizuWkf+id%L1=T>qv1E&@lZ5U_YFE$U$hq_Gd}k3i7B}M z8S2KL@-#oTLc=jTcz+pQha!}Opm#873v}M<6(i)*nx`Rj%B}3`jK19<4C^*?EdDbP z9GZ}hQ2Wr%ZNrhJtl&e4srZsw-FQ6$dk8WGqtG@`6khBV72Tbm3P>elX2cnMF9>w` zo4lFN6;c-c`{r$URTWErbu;0MPg8MPALY(NP*8BJdwg9z^^*KN>2jDrsgR}oiu@JrX7}u4MW?Wlzrc_5Ih2j% z9<>n#-t;>yv*YrjJp8)l^Kp4&#b`5yoU#?I@8=im9ee$;W8hG%2VrkWVP&p2^$QDUQM^I8f~g;<6liM!!21Gd5lJ>%LXuF#}r4Tu5CF$(jtcuzNmVneeyo z%f((f?f%|sdB?+tf>2Fi;cSV`%GVs*?E;C~zTSCA|qt;9Uv2((8%8x+M z^FyYVJD?#1c)C4(i`|d}RfNj76>9m7lt#Of3EyDnJf8dqi;Cvb`j8857Ed#~>_8H^ zA~4D_5U*wSTsRg9)ErhRmxbt`{iIu=mQ?3bR8LF}e>t3|~8>Ntb6pq`_F zL57Q_sW~J9j`V`v>Mo3urxEv?{ZlB?D%`Q_I&fXc43G{9zJ8wMzsD*Ein$u=N} zELzZQ1>x(MxFF^!tu3=Ju4p=+E4(Hih)8C4))5O>|1zk32aMtBP3cP577Wl7(;5X` z&XznN&B@T?OGuajtOZ=iKuf4=OJ+*#djf_ThUX>qJfjP=ydyBEMJL?IJr0>T_W(S2 ztZtW)sk9pM=p9rm&Sz_$e&q}0617lt8qJ9g;CTuw>#bTj&c)TuM*&X|f$BdBE7A*H zFXpxAA-khbARlRUP3*hox)l4a5eLF+Vx29*)YR(S_$0rN1>Y~O@ZcZ zaOoL{JZGSNF4${Q?BTbwew^Mp(;=n;7iNylx*K5@KJWFxNZ-BQI|_gZ`hphgA}}BkhKqQVWTJM!fPr%chk!T&NiMxLVxJ=lYFVai>*=bZt zwAD7Z=t#2M9B1yF;Mv@^^yy+~ulqXJNX~SW`Hv?=Slz(O8YS?Wulc!)W)QUfn*J|Z0kaT1 z=bGFuA>wUON``j~?O9=F7?AgfskuhvbIF@!2)3=vOOpxMotpk)cvy%lsANj1w@bx9 zlySIBCm7W906(#%dwSaHc*^6MnkP-%YyL%D|BO4j`-J!10`d-E7Cla!)eF7|ZRM@A zso8ETQm)^ESh2V_C+Og2JD(j()1!XzK4pfFzMKXKc;f8Co7n7Krt}`s%Moksc=iGF z%`u2{_~CJ<-NCzF7OLgR+q=5%c#9re6_xLL?J&DAHqA2pY&L-Cc{iKw-V)X11}IQi zUW5PO-6p{8%0}TqDOVVLkyS<0tc7FGpi*GUug&J$Tqa$mwd!ZDPbLYPmsA)D^dSb} zAQV{Q2~IQ6>s|(Fn;s@qKhh#$&rd_4{PTK2T{mXnbv&QR?0(j9ru9j;prmcVQB1(Q zHav?Tt*o<-AZ?xUH^>d5%$wfLl^7#2dUF*xcF3hpIi9TxB_kV6fq6!|rHl@T4ppB8 zEwo!$ZQ*Z~20Pv#%6gBblI|K_0RNN1;z`4||HIZf$LG;~UB9v2SZ!l9wv#rtZQH(L zw6TpgYHVALZQIrr&bn5VrGfI_sVJ<*6w9B(YDgB#rHZ@Ch)}6a3Jv0I3skb-o5`@-oul(#0c*L zy>3hV{n#_B0*iRpcXElR_0I=^UH1M$1__^F<|$iyIVd~%0O9X`8DV*9->DU z#EC}a$gWgw_lhBWJvO|*3-9ddGLs8H zkTN$=KL}P-ZJrE#csCmYYPU$B1(!zJAKxAG*;y zre>1}pFu~42n^T#7O0ZN~MRBtkqIUA#vzW+4>KPgRYj#m)-R zg4`yJL!3`5bE)!6?dkYLH<+v|0k6pxHJdoT+y?w1p^b*Ok09Rum3=q+t14^=kOIYqO1+=> zZUZ8j>f0Ix*FSImV6l89J2#AbEXm&>qCF|@c(zTAHk7V*MD`a`q8c6nPcED@>Zh5pJ zs=iv(TfW{UHuP+* zv?vc;$L`!4O_oRuI(3QrV`*|?jvao_a>o6#3JLyB*roAEtulHw7TM`SsQ-TvZa5UW zgz)GQ>VCtIYL47{vdgy)Fu4}+gbvA9=YB7;KDg6U=+Cz}yj09Q#|G1X`w_d#;ROFT z23Ng+*XovQIGLaBY-PafiBZ2O<}7uJjM^v|-YSq4nAxsxSkO`IIt8QQMpMz~r6DjV z7cGKM*F)Z3SpTF)x}HphRp@k99AmLdePl@GG3v2V+W^eBta%P$oPT`2qn!)p!||n2 zt9%j!NRuSDv*i;6L58VHKF0`B!LPDJf}zU|7vF$(_s>X5<@7R`P&JnE1>-rX9tDRcEqHOqeyFhxjal;^c5mW$7-<0!zU|0@r zLfp!)M5{3Q36!WeCf6tSHpR3ABT5o4*H^FiBIx|SCuIs2@OzYDOm+N8OoszLnv24u zkSglI-(z+e6q*XKexO5`rZSHX39L4|d` zXNdKN4ogl+#r78@Y{7FofM8paA3J`Fkd!(UgWvJAsazQ= zl(2z@q36^UCjoVj84DcR9|Is_{T?c{Y9Os@o6q*wV>#r6|D6S3OJC0<{r>vwu2P^y zoX+E!$qs5G?b^ywW1x0F&s_IXue%2=oVU-Sy&m3Bfjdy}S97KvH(-{$Q!Z_;XYt#@ zv^-k8FGy4?pE%j=RP_Jyg7%33m!^CH?q?B?3TqSBjYBx&Wl=rn0({Dzupc=w9Dk-nCyrs1S~r3P~8u&-FWlWAnkg%B{mXkbQ~G# z4zgbtqqD!F)GKdG_W6K0Hv4?N#d_aX)BE9-@$q7F>oIGN=O{2R8!+};<6))2{F=OAf#`vcY7l3X~9&9L(|9-qyl>G;okot>Np-pPVr zl@zftD!H{sPE}<>d&4cYoWB4NQt&H79+43qS_Yb_8sH`gz^;D6Q0}@|LJ{C&g3Ao5^BP z>3cY7RVnypr`{=(w#j9AQ-f>mba{##G-OLvTY2OK(o2)JmvwULtvMZ*=PcG*qFjD( z!e()J@)bzL>6BA)TCA=rKbheg_si#_fBkH^)YJTtT}x%T!x;B<1i3&g`q=w=*OGw4 zN+@bRD~DkwP-!$3g2K8{tXTAI&8EW(N&t>ol#02V`XHOOjNRv6^4)YM@bE zj;^sGcQ`Er3;3(kmjQtZxIa*pHHDluoY;!@34q6$$Kev)5_$TZ|C!pTPr~KlQc<-Z zaGuaW9RW%O=J;p!z>eOzH29u8EE|e~jZ|slROm-jd_xeZK5*t{!#&?~c zZt>Zfqd(GoVbE%eq`V>TlsSqIr#YUg6_f^tm;S_-a!PX?=ub~w9nIvI2Q$kUeR^DM z_C_14S~7XSlBe{pS_`&bQc|fEQ=JnWkk6E*L&1<+8S%m0)5#OsFoSt@T^@L`1|wl zm~&?o%;1F%!^8-)OTtJ57b?~iB53m-`G;c#7+59HQm2T&B^1i2V!23sxnosEHY15o zK;ol$?U6yot1nXgLKn&nsBnd&ae24S`=f>ZO>VZ@rI^G#KEa=2;GB2Y+`pGD;F?w8 zGG>;4^>%zuW49)WB4S=V*YJ0zvA8r~v)tAQ$Ku7w;&BbtYCID%9ZuZ!5;K*7Re~_P z&EP1O|N8ZJ6LJ6Lc9J?xf?8;hPE1@coMK5LO%huj>WYlre?-p0z)}6CVBEi63fCr* zDqii+s0Oh7sYYzoG{-!8r$@X7=!_j>zr;|EF>yjFZq}W9Lp7FhxWMPELL=knQ|nEF z?(2|J$>cw^Vnx1a03KguG5Jx9^Ngs!c>~d$44e*i6f0L_dW5aX4CM}!c;rmR-gl(G zG?l4}FPviZUW>Gnq*R820tosdw|vax0#Y=!jixA=Vv81GLe&y^;2|N912$jc`VhaU zo&I|BUu$JX2y&tFZYZmZr{Mlnrnh!5H@{6E#S~$z;#!1B#O0A1PcA0|1ez#g@!Irz zM$hz;V?Y}h9Hn?_}J8%Pl&i{92a0r zGpOZPwS3EBxd}rjm7g5v_omjKrw`}uac%Q(q#=?fA;L%<06n8QwS;_h4!$f_E~pc8 zF6;oLb)`}0FNPu*QE6qZ?!HC5npij8LtouuF&KSyl4to8HAu~OtjgH34dfNZ8?-w* z-*Q>a$7z$OWq3%dXa9(SJGt9mOTMKF?GMJu%DOo8>Ve#tZcbWnJi&sIO89l^zS!NnaA*2)X@^X|MN83}o%Re=N!<&i%s&22^KsfA94~Fe zP`z#Q+f#eJ2F%7TPotj6qx|MFB^n8^2`GR=Ayx|oP8ngj$}u7RhqcmY*95nF@Hl@h`&MDMjW=RVdqdKZ~|-tx>6b zemxv0)93L@F>rUf+NM~pcIK3R6i{$!z;^l8dVgAQORo#z3>{8L#eq$u6YF+b#g#nt ztWIKf7*k}9*Z3)IY<#B=;tmI{r$@M>4d>?xFj6lT9jG|=dl*zaZqB>a1?<8|wA73i zXUkD4p>yU_e(lc{MbHm_B(_AX93hY&bDEv5@yzj|h{2ALQOo%PqMo|N6@bjSpP*s0(e@p?KWvj zFJ}m*#Kv_V0^G}l_dr2Z$VO4;vQsSvh38^ENVV5Mym4C3Ox}f-YPirADAM}bHeF@d z?t1rVhThb-nB4REp7hI$coabra|8WoT73a47!lqu5H46m3LmheescKyVZX<=4_yzO zEsdfX7&uq|l|BF>2pT~oCL07uA)$3%V_teF^meM%ED^>LsJC6!-w;(XiySRx%OpkB z(k@%Re*9u0flZFbYDW;_;;1>`g~O|dIMBCF(lMIS9q zE?yUU9>7y&$iF?S`_~t@jP& zd?GpI%Vpqf#oF`78`n&#CSu-~yy=_s*6m_U65OwNbo@_kc><_}nR|5Vbd*?Jy}n0; z(qBnyd7QY+TBopKOR4?vXUq>g^KOIm18^!#gqSpe|Y3L8h9PX9tM0A z?VeW$SxS<@?j6i|VZ2EN^22AYKCGl@)su?;&x$1v zD(R;B_+0L_^?b6ND*XrOCko_g>3tzl)Q+rzi}}%FwXV@^4JeOH165A07__wa z!F)>Sh6%rYul`Z))8uDl@ZqvzvAQrAo`ZT^A(1-HXE&J_6OW06Dk`!(u2O$~AhO*HR7 z>^}1hOUyB=9XFE#=3-qFhbnR#FA0K!Bf1~;mhQz^unIM+g_$)cBff?p1^=&6KPhd8 zS716Fxrd=MTrCe-4e^lWx!v&W+OJf7`HHFN;%^GQ<4q zwZb`UTNxFHG3&olcP8PtH&l??s%>a+@V5P zh8X$(l6RUaHW>IhJF;)rRZ=i-&IgYXh}dSL6Z7wvB|YD*5lR+{gjvl->-4OtaKGv( zT-}xiEwd6KT^>u{lknd*@@46_yG6YXXT+fN;TAm;a@ysGC(+K(;7~oOLqh$-@^O6X zG}QRE!qa9zc4RydjUNgg8nfjS#=!h1hQ{NT+h?~(E3<3&6UT|7=pJhD9OI#AFFYqw zX_qiDj0q#^tlm0PUI?~BS&z|H9-!-4F(OguZapYC2aP{YOh4Y>(jc+wRq+Q54_{$X zWy-OL-<=K%L$!q&eufjk});|wuag(Rb$yZ2@en9@|12=8V*^N<| zlgH7v=}8Bp#_IB@3>oG2-SQYm7GMx9lB7yay**;M6H#c-_0sbn5G&HS@=~^5w~);Q&`-4iQVF=<3&o$Z!D_-mIY4t;QbG3TDoJ5Zg?l zY&p4&@?sZps*zLJTbXA@PcWyTyp7pJ+CYP8MTz|3h>;{23WWrE%>HOrr47es8X~eP zt(qw$nH3{i(RSIvi@^j;pw(%1I}UiD?jZSo2P(AA1xOk=w}LFRb_dgE3|xaOk6-Lt8pui&o|U|Q+) zcQc#UFMz{#sh>9DuPV<&0Lpq`i1b__DtVwmAW-e(pAxczd8`dGu*|2!$lt#39xm2- zM$Dzb#$TPc8YR@HNPB~boEu{3K|y`UqZp@OHazO!G82SQaPSN}pm-S;y_d*}_CFKh zv~k+3j)JanlBgADnGkW7w>-=N$E(yF&c#lqXEJjg`U?LeMYkC8&A9QXLLLeLZ;qi- zM&c6M3>a-tH|BAK<_r3^J+S${n3#4JNXAwlVgX|A-X;WIP?aMi2WR6#vhUBmN|_aT za)}Q$hI##MO5k`DblxH~;&Ve+ll3-F8{^n9tpSP%+$$?bdY+M%1L+io0vrZyjPn5N zH~i%e5ZpgtIE&ffCPiAc@j!96l6Ne>II30OF&|KeE!e>{<=GNPlM0UWOt(^Jpjzjs zA&SKVp&GxwkhozB$ch6A7X*-%OQJKwswacCvl{g**m3;86k|=-TP8$PaKrYNORt&M zzTKQr&TIZmek{nRIb2mkmhrP}8e4LDbrb^feyLhz9{F&p%WSdgSbDa+Jgq9d_@#jh zFv{AaC^P8r8NIb}rfu$|Q#T>oAGvj}U;aoT_0bdwl5!H?YT=G_J++E4iCS0h=+YS5 zZKDHfzDQ76pX{X!f!7goCBFL<27P@??B<>GjvgKk#lY&cKErle10TqovJ1_Prm7-zrg936?77k z2<$?r(@e+&L$V$dk~8SJDl7Jrl1~aDrvPDPba}e>+Xh?XX|nFSwce|nVgn(AHk+cQ z&|hQ{m=X0dsm0Dx$KI#oXJZxE)!GHBO(q!RjPexGyt>HCxiGrnjk0!cGzG90IPvTo zw;d@L?+1WDYIi?^^_I=#05w>dGyMU`PL&9XCm-91>Ooe(7E8eEmaBx1GMoU$9ChHZ zF;FxW@hD2@`3z^1z(%W6^{eJL)Qw3@rX;DGt*7&Q@hMNO>Fbt9U+YD9yVGV`yE}qg zg2S>>yBSn?Kgk|TO&t~My&(GOLrb*^388r}!iUVE*&@9p&fx6wY{J)I6x?J$ZylcA z%a9T+mL71^%eQ{=0FoREs&^=9DI-lL ze~||9Ir+WmmO_7OI0@= zZb{A~S!-3cTz}8I-tfCIPz)yEwA(GFKbXk*(*j=H+Y8?dZw24RGCJLa8_&~gCQ7fQ zv6>YH=p#Ar9x67t9uAjUAb7~f1gf;UG5nXs8OEYwbcpcExlYif#OZzMgM$9k&!pfj{^&j|*=c2mD?)Z8Z)F>0@T| zTRsqb$J(2gt=@NDEUc-l-FKYYf$DrPo`*yqMaXCIOG^Gd$V<497>iB&scT!Mj5e3# zK_k$hZJ`3>z1-qi%g%Kj=tw4z_-W-O0Bto5lCdoDgFOS$Fe>cg(wqUdqOT7MMB70e znRY&VM{*GwRu3=CGh!LhvE{({nw6{ld70(Y%JC{aDv1$Ti#2uO%l2BpIj2iGD57dJ zD9OS@;s!xD9^!s;Sz|Mc?NdEut-090kK*Vxb1NDz(MXdSzF?ih-Lfpw4z9Qa_EtDP zskixH*^8MY^Hfhh-0KK6+ALvy)E_OL^)c~?usls2k5`eL>9(Y!oyF`O@8F3n+h)Kb z>A85KuaGj=VW`D(7cB;YybxnDi=PV1{LJbDcATmdy=ojT14Z_K>T6V2_sQu-CM+nP zSh*vjjju|%8EUo9NS*>u5uA~H~zcG5S^jonLo8LKdsTSGvTdS4qp53}lz^DcNU6j*vT~q+> zzGuURmALJZHrJaV5dDZSZHBYe($bR7B5sBq0?4du>C_YSnXLELDwW;m_|KE`<=Vv> z)kd_4Jh=JduE(=#&*c_JI_+LjYuEFIYprf2lDv3T=ltHZ?KWji!jXc*W3t8X06d-f zcV@2~$lb7uMGE!|^ zWknJ=N3=iftOgetM{WavC)U#6BR+0{K6ur_Kd^MlFnc7Ou($3LOVRMxwPcY!4^kw3PBwuaLo}Q&Twl2NWw| z-REtvS0)_=et>vO-o631h$86f&RJ~6uhFIel8y4LvW zZ?y&N066`O(OVu#OS~p(zO`&jQ}yg!3t{ZX8y@FtKDU+xe?!R7Bv}3|HQmh*%;aRq z%GEQ8c>*uJw>{#0cuRaR!bJz6*~1r5)G63HkHzBZbPkZd!}aBd{U|{f9drb8X5zrQ z3d6V?Yz1|-x{9@WaYnaaFMEf!{ThPi)#g$N__&W=nnER&Dj~TvwoL%m1U7s5l|>dk z54~HFCF1%5%~!}CkiL0r*Xn8qDC1tEXsi4w$TMwxnnY%{)^y~!yh$ve+6bP~w5RXq z>F?f}=jTG%jM;CUT5~1Yc;p}-i9nv(;Gv{;7dD$oA^t$-0y9#e#!=`5qNqx`L3_ih zbT=dkNGz8Juwy0GX9qd+;N`OF%5?uv91=4Y>_zr-cpbbToS*`)p5?Z+7a6gIoz)K{4mqn)KI>(^o5aj_N z2xn^h`{Lr)8l$gpC1~ zNDTkPI(4-5%OrkbfRqg&4&ZBcz6x|M`JgC!n&uv>s$Z$sK8}PetbyH#oRMyF#Y$u3 z|AFGe$LR%p^78SG4!;?>Gm@=T2xJJA$*L#lpJF<97#D;p$-G;b*_VtubwBvWRSF~% z{#?SE$d*|dig|XKp41*p6roBdvQ2wO2B;Leo~Ws@2QtwArtOWU{>1_d%%~IM7dHif zd7>BrkYzLY)ByOgXYBwN3xX$>@Q4(5YO!vs`;}P)7PfP+5K}BvKmc?SwVupY$W7<< zZXtfH+1Bjm*ZU300vvePZvHl0BzV&|Km?rQCb#X9zOf0av6A_XxEYl54@U1=+gJ^a zVCAN;(JKg#S?0Hdl*l9@@PQLuyn8rp-GdulUA2S~{(%7UYNz@@;0+fO+7}KQ!1FK+ zN)U$Rvse8}-ajZ?&`>|}1VNj@o!3>g~WjlpyG)JeWICUoHT{ zXNjZVSyzcmAWeUi(E3G49B>9Bl}vBQi1_U7H+m$-qVlYWp=qvNDfXcswSfZ&v|3#U zdCxKIw%R;8@eC5STTa&p+kC5t%SP~gI;8=b@9ZD8NjI`Ws}h>eVdSvR;Bv@l{QY5N znYWrmtI2`vGn&ED(=^X1SsD0294+=(_)8&1s`#lFB_VPvgHAc9u)~s@NTZCANh@?FXJ6&{<9pJjK(6`M$n71y@l0+Ss1v{O zG}e@}n0}Ap6>2$pIb1?#VG0z$zL2{(I-6z2nG2+-)xZMK4qwWI(jN}n6(!pBRma^Q zTP1A<^P}*nqzdv}%#-BeW`^zFf+VcvMOdeyYy*f-Y@25I6$)7tr>x-f_P@F%td85& zYLT-b`L;j+Scm)`-)%Gavyp{7S3E zrMNNjxz+7VB#YNIH}iCS1*03rl->--pcUE-K&ptC+PwBu<3s9z5C#e+o5eot=}h9& zZ(Dso-xH&0wsVZb&>k02m{Pe7J{%yKK_6*P<$ky1;nnniMT379>xLa}%_kDOgu^oZ z(3>Kl%TuroD~_B#i||ZNEa0O-p$o)+tdkklyXH`E>H6DZ!xJ_MV}`N-n5D{^G%)jW zqKD9_%IV7e9x(^1&G{#X6ChGO(O@H}_&i9oI(>tzlxw-11RcmG%RH^!xTZJMX^+O` zzNd3o%kI&tD0*joQaojbZtMm8EVSyK<0f^cCvGK*r2>Ym!W+M`TIr9=#tVVWD=Dpd zvvTF`YDpSCOoTKte+1OKv&osCSPGoJ#huvH<1xg7zn@y{RrdiAaGpQLmqQl#H{0FZ zcLLb^{KdjV@(}OUAGr+SR+)9vQyBI%+kn@=Hdc~{?{8Y^4(*`pTTNF>Ub~fO(dRqj zd@)(A>(%WaIBOduYhv;WJMA1)HD@>Km3qcux}ev(7hqD5fX|1aUaA;|L$9?hY;1G^b@nDm-fL2jh9K{YW>w3#3tV;ij@X!^&oIN!sE>B$ZE==_LVyB?K%U zu`J7BY~2`tH{03GWOBqViPSp{MW1?55x1|0?Q#U#J>?^EqjR-$1_09R*mlfoW*3^o zR;)@iu;cZqbj-RtOB7MH&H|$s4=@F&%k%=-6{(6I6THS@%2uFD2e?26tV}X;0|eB3 z%f~d$r*S{C+20`EhF*ei1yU)$6;7YdoFEExk;Z1FIJQr`% zy3XV^Z@8`tl|^DWN0GE`@!FmIY|VEDP4aw+CK+z~xG7nwR<6~jE$ZzF8-~#UEjfek zMvNMUqTk_rwcDVfFV;slj!JlmR#OhN&{YG8>nQ@6`ZAeJ>rA$FD8n`?c2zN(?ZxlOCPh2HSvPhxCWH-3gg-`g-1%GWJNUc*I#!iF z5`MZ)zAg1*7{%7zomRJpSC0Gd7!20XKaOJ3GdP520{PR6?Ifv7(e7egpGnC36%e}j zW4)53W_KX$qc(exloj(d?=ohtr=k_gA+dh6d{FLdbY&<_LU^7Q+Ag083PYfTysZ@?upf|!tDZydwvm%UgoBd;O3*0`5%?9xF;T`-kpC! zg+Ghua{MCDdvL;QFW&9FQoU9wK(vev?rJSG%uS+kE5p-4!^PgXZ8t)Jz6Cf{tJwop z5m-Tu*T%I3WZR)h52u3Y>uv~SHg=&VUm)&EfpKAB2%d1o=C|f`{D@sc7ZmcPUHABc z1w^mjD^V0&gK71BHbGMNR8v7g%o7CZ>E9x%*QO|6LtfP1g2tjY+BIREOf?G=IW>qo zaOdU?wx$_j?$07lYNqpd7T>g<1ne_7902pdPh4%!U{-5;@rx!5--gHS<%YKhyJS=O z!KW)+(=NTtPoRt~;<>xWo`*n``0DDa`2$;KF26TO`@+n5Wdd5o4ANR(^V?U)*@Mhi zwdIf96O6Bs!qX`_?+}w4_v75K?6w9sa&0*X*1KWrdR|ZCC1?k0F6g+VgR#4F2W_ z=9{QjS3-*j%(Zf5wyx^ms{lME2Y6kxwY!JW!_Mc+>?iP1u?|6_?Z!{e?;SD=sglzw zr~=ikZ})9Sjv>Qy3|&`YL<=_uGU}1IK#zGxI7-@3X{FQMXMY$Q@DkuDghJS8kaAZ# zXELnUaW~v%z3{%si*!jHPl@a&Bmqe-1b=>hE_irjh1P}dK$}`HcR2Bjsta1~ZW_jUm=H6OZQu^MTXvsQDUILr;$US-Bxwjz=wblnF zAFVjl;O%+J6WuJ9pPAg_EMb@91>t1`hypFcTC`gt3r)PnJ4#t>^6SNkDUb zKd6q&>a+PAZ9c(qgPu`T0>5UkT#3#5#H7b1S6Ujsd$-!Ipt3kVDTD0!KaB*3f={L* zvNsZ89rIRjOex3ig^=3zf0RMaUm2H4HVeZW4*BoA{UzZ_>a zX7}TK7(G@sYfSoqbRJ0$?-=umoMPfr>-nO>(4G?`SX6?Neq7eV+M3bH{=ot1luCoc zDn;6GKVHx2KHIBxHXY83p_|uYQk)mjE%**;Ki;`QLo?m<>z6PE&G^?`md|qG7jG?){#QC-Y|? za_D^bL(xcsfRM8i^CR}NdrqIjPZZGUUi%E52gU(~W?4_Eg65$ueyjDuqGBZ}?lXVn zRQOG|+L+VED|Fj+bYqD4QGq%{d7=w0UFh!gjTflk%cf zPG)QI#s%v1^UfeC=yjICoO!px@`tT?-y&S{=U@9gR_L}`H50H}!7JP4t}ezZ(pU^QQ{B!$#&j7Df@qrWpF29oamUoj;nB z^3P-+JF}Tyd-Mu;Bx`6tMgEaXKrHMSm`MR27p)RG(>$$;IkKk_0fn)ZQIi6{DHcvCz!8P9d$!cj%lZiN0S=8p$ zbTDC+$CS=AUf;I#o^9gBe8tPP4+;?3r@!wn6y1!Mp`EP(~T^DY)7;e-C~TbHqM5LNRH3Tf;}#Pw4Q(a-G1}- zQp3#PZNTq+4w=lToe%x0Ijep?v*E{}c6Rg*M5O7?Rfkeez4S!O8hNhKS30xbkDiR2 zOn8#rpDxvGe?W+*->fNss&s!95}`vnFFP{%%xXP9YBh5&EE-z+R$bM{2))K(|2KAv ztlH%&=NNyxWvqHD1}*bn$K*Og0Hn99;p(=h;$bkV77iN3vbq-Frmdw&r zx5!EtoY^e5VRP6n=L*2hpEq{+?l|w8AA9TM#9SmW?C96rGUm%>EnkYn=@aaK!5aAT z9kG}_wagT-Eq-osu_CoVe!6>T-6BH}Z#?t{om#wK>;cl4(d6b9ZAQUCv_6~0(<}4+ z=+d=z@rAKQwm9lY|G&>>us=6s@saqC5Hi%ZdyUnm3J-_(-z*>=k3)E+KT;ui;xVO- z24%L*5(%H)dQh#nfWwkx)A^^0wirWmpBmk?$TN;KtQPBpOc?pN>oF|{G@vMWE-va=yEGfW!+Q=+Dd<@yrB(c`!K zPDqo`?`EFlG8#rVjIyD%Q~8YMa_<}-PHCa*fm%Bs!zioTy0T!nP}6CMGpKZ%os!l^ z&sAMhS&C<$^y(}ODabEfg|!;-!bZo&v+niT^g3+td;604e|~q46wB}woDA3EKVQ0G z1ky-ioXr`F%p=B@9`vdv%R)jsXDMP7^=13HI&9LWt>Pz^(?s6sBns``%7R$Fmis!3 zlh7fF6NO_yjg1}vu?r^WH#%$LvQ37p)(n}S?d=)c+Y;4|x&nGP-(SjrG!v~65rXAy zDWu#aPV!W48vP2ka;UprJxn!jo23?61PGd;)-)Vib^1!mULW0hr|(WOw;$zKbF7Ar z2Sxh*p3$ZcDzk-Khn5){=;4o9D^+!XQ!mnIpLt<6Cu}NoxMKzFNiZW(i|OGkGorTt zhSMs`+hxFr!?mApfZViuCiQj)cX0@ii+%vi8c#n-@ zlcpzf+>~VU>j0jkKNSp76U+AjC7UCp(mBf3piNqOko~LZGxb`n!Q5!ig)fAx|Z(P_+ed2eNh$)~ZoX@F#% zbVc~S$nypu9aDEa`uy~i6m&>$nU>wtcy)XYL=61y^S*xc{LT$^ul(1Gpct_NSzyBm z_GgDg1*jJr8BZdzPD-2pK1vlWi-p1hmc6M8TmBki?u^;A88r*Ak94cnze{f^kq%3C zbSz{d|IFw@pD(~~=SEEShw&7N?LK5Dw|=89mPZ^zCrq0>7D(CdXEPrX9pMoJ^@?xp z5IWpjTzy}E5an(gc7S75e=)CRJ%Dwvv;@QxjZSx~3GM{njb!5_uC5!Yc zdu$nI->6&Y0S2ogf zehzqWgdcCB2dC+7J8y!a<#Rl{hL&iANWrH1(nrWYCd%xBUjjE;S$~K4 z?4CxKqXB*@}~X5>%d^K?r<#TA9l!XvdX~Y+m*(~m3>S_~Lu9}Z>8R~928nOaHMTDKD9~WJfRHuhk`G!@lRDgE7Zpa3 z#H3QR*Jrdk_YQer!NXuz1^g`HX?WR!8)DM_sZ#YS+-O} zSTQ{_ROb(mW;KK4kG{VppLdN?sR0dM*e!zm!#Jh9c(nMYT1r#VNS>Vt7 z)33^bSx=&C*x_+}kuO!~FXe6Zcbe4O@27Z$glW;Xlw+oAjAnUSB(GER=EC~>+7so~ zsN?23C%~rW_k3RNM3Ruf_UA<#XnIP8%xbkj-P~GU=Qgje2y)Mcx@t0~J?Tw#RM5df zvGA9{wNeF$R`Rd~<-ewFw!5t1Iw-2Jf}z>s4BaRAAodY37yin@-F|L5t0~6L2&0Zs zHQ}`8+f`F6MrX;l=4+qm;@8ivmHI7I*ZFyN?OTY!PDsFp|}+j z(*rrha*7)Xj}L$6dn@N*RAaG2+URn8>;Rvh$#{hQ61gN&^5UiTBj9E?zR>f-qO-qP z*!;ey6ISrtyK{YS^by8#P;Px`XyarLfDKgyn{C$x{AK5ixV|s6U~YPZvgzr-dCzM# zS^T^vQL8fWEdYCpYf<}Jj}izsIQszt2SXJuvoGt!eHt;;;?j53^_9ijh#ZRO`-N~D zw#)4Ue_5}Nzdi{o^{zU_gKSZp0;VW<8=WYGYl)m3(p1bV2 zS_a)I{82SG2zm}<0Sn4RyuKnMM&Q8{?$sf_Xzt4uLsY&;dc`vM@(XRL6R1+S>HMm@ z_#9IXWt~RfyygCYvEbW)3+E#ximD&;tXJkiP?dDXKm#$+Hf*sa&wRX~KcZfoLS1&Y zokH5|e4rx2ow49(&|Su7yR_BdnPC+(@K+n!fm-&YxeUh5b3KL)IJYiJ*_dryzd{G! zbb0VTBxfOF7sF;HTDM4ML!XHL-<_y~;op5|a>4kxP3Y}qSh$xp#$4*d!RzkB_u%5L ziC=HtKQ7t@pi?+2xsA-ph&1pV-J**#tC?14X3S_OQlIYXoVBxI7%JZ^j?)(Y5awtb z+n%x7MddVK5#9$ah*b9`?A+!aA-pA4q4nyp(ml{^qrN*}bc2$wvzWpHa%5 zT9&eLOEIB#Tc#|Wm<%VzwL!d!SVt&L2JRP^FqEU{G4^IJw%i{}pO_KN5guu=m(tmr zX8w^oBQS_j42vOB&hC+#BC%Srtoa*&OTUoc24#UIO6A1KZ#vDzW_O8{R*mv`!e4UG z)t%4lL`%byRSCw$Z+I&G2g7Z01}-7*^tT$X`e7-HP5R`;s^;}B2tNZ_Ss6;1^xXbj zhRw#lpSX`TxO8q2V?8oC>-;MAz_DA>>$fu&%o7nKdi-`wYv}SVHTA z-m`ie{btI!%xy+t6e zS{iQ@DKCJIeGGx~{Ba_e4WVgZBu=ttnLCob*g>(#Q{hxsvDNvGnroP_Zv|37X+b-c z=t}O|xAu!Qi{rdB89-`tt5ocL$`8=Y53h9)GXp!w$Brk2q&Zz_QAA;6xgL60F{;LMIh!ga{q~n;Zx4cRzH0a4F?Q<> ztn@tOw(t<2(OaM&oX@wniCUt9mCpDAOnI$$UJW|xx%K>d?YU*sXpT;hcY(*6@)DJv1@xOgGjpj?^z^1R>;(VVP zVrX>Kbk1zz|7v{PQB4_szsp=9eWDE5cxH32fK1Xf_6QS*h!B3~`?!Hz{l+c=Znq4( z)xu^+OAx~F)N)f@%fq8XzAH*UXllBgShLr7C^CBN@&SJ)Wa0j8hK)`ZO20XURTA74$9``(Yrp;1|B1hPtBU}E}dZ+dl z^lR?7pw?4n`bkhnTeGuo#RF?Ds4;b9;Hsexi)j4?|EJVO%+rCxc^eG1e2;nf?hw5z z!=NS5x@pr^_jN6suPSNUt;{~u3otJL$e6)Wydcymu|}n@alNTfHeYjH*=H{{@Ty}b zL#N-HK_2jYS{a+jrC`wS2jMYF#0C^i9e9V#&KkHQSSXX09`>=N@y2F&%^7 zKXv6ZkopsNwFi0=NOu12_S_3ttZlWhzP*I>S3*YDKiwWZA#sDQ1eoR+cgz7@Oo#N=b2Mwk3$3}0;S4&g@ya|{ z-{kUMT>?p*4`;_bd&dSL84vG%qe(#8l)JLvdXyb71LKK3f3LpzIFCb0nJ||~qeQ?L zP0)yoxlowRtL!LjIWo-^q$Dq~hmE2n5trx{EX4I0J)2!(3%c5c6&j%`!t5^lPct!U zcS%9XC(O-yKX;3mkG9H&Z4k1L?Qm@@F2*t?>yhkDmm>|zsS0f zn|unR00MKXC7*Gh+L1aLe)xa%y~w)Nf%n0Jz=-WY$oPl}DIx?9EdEc>U*I8T`VTNn zE?H#$`EU3G@B07#Qm}uvKfHt&fzwy$;4XQ|&GYu>CWk3M{p3lKPpwLKmzVHoX8FGV z^SeGJ!UGqQGAPgjKIKaU+3NnD$MG9Ef~5LnkM-bd@OR~Zcas17baX`MZ$gMLMM?$# z#|428wi1AgZryZ9R)%!Ri~8SJc|KgmE$1r}eza#B@=iR2@*Xzg?Dd%q1dgu`pQ(5p ze4eOMCmnY`IB)*|cH+4}v>%5aA2~@{&eGk0P1)+IFuhoB7SF)(y^NWB{U5A-Wk6Kl z`n4k6-3`(qozg8S-QC?eAPs_ar*t<+ceiwR2}nxkd+--QPJHtvl}!Y}9J?5E-=F{Ia^mida`w$t7cYuz4#p7vXDc+kGwg zL)a|mV%IOR;dVzq-nO)^eRW-XO}@R{YlvDZl}P6cko6ST?lJN*dG(lSHG97qj3M`p zJkf+F;Qe$JBN4GTo?!?~WXHK^@9d1CQOaU}F_Mg>(l=iYpswW@ky0V#I2vuR z!`X+jyA)pak968s^-_+GOHz-#e(p5|hJ#)1KbD%I_+qZ4{Qk2b-Z1}e*#J#2?_Byj z+h;-6o4km{#x#gL3uW4=h@TPj?a!|!^JV-2y)ym7t8|O-#0srWe{m!QAhL4!WQPb8 zCDu1L{oX(!mOPi2mve&dYJJ7c7ZrFd6GrUp>{xs9WYa&+45HweleIS3Yo7tFofgl% zFn}nB*tuAV)8m4(&IelIC})$@ylA!ECm0Y6&H<|%=1Fkm2dIPn@3%1`yZP_0NOV_u zgJh&*V^jvI#o*&9eEvN{zNeA`Kmh;uQpl|LhGE@YoS_-?em2I2f+MEu;k|Ur-z-)w z2^S4Z%(Bn9vvXVusy3D)^{6#-lgxK#`tjrJEs^Q2hlNswN#Ss)^hzlN6qM)9ghzHF zW9uu8Szzd0oY(EuWp zPf`HutJdxvD_Da;DQo4{evYUlM*3ej@!{nGowUYg0DJWVkR}Wz(!$k`F4-L|I^W#f z=$%crPrFGaQk6&0Jt$G>VglV8m0epvlvnvoo!OKW3PzIJJEAjZ8K9Ky#H;oGpf{=< zFNN{W^$Edk| z=gIuuMZ&zI+0x^qrIGexQ~xr9zC@{jHR8W|j9!KD%}fyJkFbuH)GlCHQOKEPoUcE5 z1@I>YahBV|8=9CRL}oVlj~>-_fQ^Q1_)CVke;S&x$oUwblEh}phwps&rMBf8;ZmJ- z+1eHNuM9jJEKLm3m-r{f-=ko@{8WUk4Y^5Vw|lDp%c*tSHp(#++-tjb~D0h`(9 zpf9Pkimklv4mc_A1r{qV@m6{s>wQDg{yFwHXD}iT*QXbm5c0YpFE5n$cXOhn{NC4j z!GO61kALMerma<~n!WH37eJc72Ho`euME*rki8RpQzL$&;Z%#+gwU>M*!}tLm&kLo z0-|>(po^edttx}QX>q)N7=OE<3&0gjPDMHX`FB!Qz*~`C93^(b zy?CmBx6Nykuaw9%U@_l*XspS*aRFuW5tz8)a*~v41saCu`Fp+b5_0%-61*n^RuQg{` zOgsOYXRsFMa<(aoPOX6s2!XO_dapD&(~S3iNL0$$ZLbr^Yy*w%CW8O(9TI~JMF+PNZVy(ZG6wT21?Xn2@9gAh7n2n@J^{r0*qeqohV>smLI9wi{zjK*pQKu?8%zx42Qkn5 zdA!Nb(S6k7V`&GAQ&X|h7hu&}S0E4w;dV#luh`<>2k&c3iF^Qt3P)i)oY)`p_Jcx! z&HGyOImCDx)lLA$rBtEbU_RXd<8g5i2=JX}D<96D{`#fZ4-9P?_KhSLsueM-lg&>fM)UsGySc;FJ^OX{w|?_=Ga&1Mu#6W%}58cCBaOF z{hL5{b_hNyum}JM7PB{`19CdqZi6w9HO<3`j3wUnHdC0+g;xGzU+fNN>6Pp2s&Kf! z^4#9+=S<3%Y1PqudUbQLuUM*91qMj;^qJlj1d<2`8ysVmO}5yz&%&NVmQrut*Qb=0FkJHHNXzPv><50SvDweR+@T4}-Ik|bmH9MhWFnz5WE7W4zZ zxvyxie5f$SX7b`Zk|4tPB|!z~O+j$i+D2My)_>JmX$nFq*Q&#%ebR}r*8GOOIg-BI zVE=|pETV@K^>f3B2?xh?xiTD}=G)l?0jE^ORbyHL{8}8A{H?NaO^op_#S=b|e4do? z%r(HxOyZa?T}$x;$v?`#+-mnOj?2*mP&)tv?CU$DWMD1>_VL7LAb~!WWb7u_u|QUj zetFV(IF7;!kOTW6<7fPEbM~cXsP5mx{rBNq6CjobCqGv0h27CNH7$6;qW_3}eSB}} z1&FEohb1x??3HT|DUBoyddK#Ci3YSFIXOAi2+qq_ng>Pbq0YV3716mIjB;gCXDztK z?2ebYcs-w%DA5A&b#F`!2t=r$;CyJgvEibe@SUVNW!! zcCjk=)u>MYD!mOMczjl9V7Ogqq1w33B#PzFS`CAENIfqd}lIO@(pJ7GWDp^_sCJD zCd_^?oyWU&y~T@tBQZ`mw&FPfW(^-BdVuu?$NXb~N|$n;RD7v%qSODm2Z8lwXo)+Z zP1gxFxyV)mjF4iFJpUShwTJ`KQQT9=SuFZdzx{elNl$Qlqq}2_PEIR>>H{Aor(H$Yg{AN>)_9 zLlaE6CKGqmF#kH2zYTZ*yzdDE@k$d2u577RVRa)VN-R&YKSJU{lt-~yMFtRpQgBb= z(bM0W2wIGtZ(I+jtVqBZ$%=_+g(&LmN%W3+cTsQL?&m8(wBifn+F#cvk5nrj{Iw4b z=wSRbubG;lCW>0rdu#A!2daD2XQ1QTC&#-OeFHI`^xjzF02G9VfzMU-f<^L>&A{YR0n8Kr6 z!36u?_lUP&g7l>({ZaKaIl zdNn67M|WAK{DJG=3$8;^6659)JwQrc1D^3lidgiskwhW|LQ9Lz=49T7gR}}Vam2=o zYJi(=BN8B4XO}WPd0aJIeF&TfNPEh)nlXuG82;l^Gs6Uk5hllINv<)k_JrQ%pn&m1 z`H~KTx{m|^?$46DWpDIwa-y72wm?RIiKNwMu zqt-?RVu!9)YDJ5}R{G`hj(ZH|u9zKjb68|z zU&vnX;j6*1y3I>Sr!wJPpYV4aExEok8-Si)SkRxy&clB10_NqlYS8gD3&_K;SEGXp zO;5aOj@Pru+#c`Pfaw4zM$|M;a*3!{brve(mlp8~Sz5_NNkL9B|853o244Z(+;tVI zo!>i0Uy|5(2>m5Fx0oD1c_W*_?QgYE9fOmB<#F|+xK^n7`XLO^`=gPG0V#QEwR#hb z^JY+Y?k6@mD=qYdN-jCwu>x`^VU}^LU%guex(Cvz4Zm`R{>P+xGXUH1QR`Y!j0~I< z|21QUs+xobNjuWXVE8c;vx!6nHYYbX%|-|#Y_#2Uo~0bGy-zWCL3#R8NlTSMZx=AT zqWtuXF;X$|tEKg!PK@T`f2H&&5x^lpIZhb<6xb0dxZd3#S$nmIuzJ(NvXB+NACnxu zCjsPz%!y%O1wSH^_zW@6_eKHS!3X`F17|x*l8`Mj1wK9pxAPkm_l&U6S^AW&z*)lH za2&L9hAKc#y>YU)vuiq)!!}O9Ic((Y(|Ay|*6OU?&K*dzMvCv>?Mn;}-4k;BYA=aN zPyFz+Fb#0ZKa%GW0`FTkS#Hyq%06v z$evuxkt5>QKa1Hpb-R)-qt|%n%B@jn7L;JkO=6>^+TwYQ*c}WnK*PN7>k<^qe$p1FpU@cCT>Olb1u($w3dv2a9^ zoR$xkmLr+(mE8-s9)7O-)=AvywP3~Y$&CGLeSC?6U%^RM=-z*SpfCw>8oIC|6)8@T z`h6_(VJg+N?byWcQh=!9BGGs3aIWMFPR%Yg8n5in@8$7=oST-08zEal4qNKwa{pED z;0C`5EV);dLyZ#3_XaFfP|h?dP;*0)1}YJ8N$*^Gkd}q_Q~tG$r#Z+`peXM+9+JoZ zY{0(^!+JAdvG<$T!1n(q>3Mm<4+|K-|F0hc@~HhU^^`iiAc^}gUhjAWbTj8@#yxe3 zYTUgqz^&6x)>1%G_Mw2sSmxT9XOm>MEki<|Y&1 zbc2yQ*6lB&rQEo``a-hOfB%-3a7}qG@9nWkUd7{(CyC=qyp}ED-JR(^WDdC!g*P8eZ(6(q zYl2;|O*;$Zh$KUrUSsCZ=gJd#>3DARzzbJip;rvnby3}d>PmzEKkr?gU z@Azx=3fj#L6e9H#B`B2MsBh`$Q)lrgk*t`eGwF5Bi*3QOdqYCMeCXRexa}TLY+!y` zX@Q3LFw+-b19dtvj?|5X@29QgS^1s0P1RbY&Q;)fp9kUcbWoGXHjTRhW4{JVs7gwv z(t1a!vLmkEjZK)3Eo0*7?B)ppqaRFvYs@gJz)aanoeyV8RgUuYL9En=ST06xM2!Hs z>D?H~6}zh+485PwXlG7@gw!bWLQ~nlGVx0O2ov#BADOqGaNd?`=#dG*@%QPy4C`0& zLT@fKTeW6(z%2fHkih?EpfE2>ti&c^Y*8l&U!XSM;1+&>V(I5nmhK(~(Y1xI&hGaG# z4 z$}gUZdW+ru0Dn-A7nEC6v;I)EGA{+DeB2fP&f|>fBJZ`u4c% z2f^@vf=TdnfkIe`2}w=Ga#>F{-*&rA-Je=KsnUBoIUZ9wuRZQAHmrFYKrk>dxfIq@ zIQWZoQsy2y?dM9kZ|NPcz>GIih;hy_f6YxB4Ql!Y1Z-1%Z1Wx3JnLD5Kbh{Nx3HG4 zqj-E@m&5Tp4H)6t)Kxlz8jitxi1N zg6EH4@hda-Oa5t;iOs-;W_lu;yHb){jrw-KS%H<2H6dWq#1xE*rJ%bC%c&!8b}VK$ z&y8bm!X=b{!DiBipId}U?XVBQUueHyWJ@irLf#NfNe~%iA$EwPq9IDnt+I0nlYYDy zLr*hkDt3B8TjBaP2~9A6R?(-WYOHD#+(^C{GbVTB({p^0@RrACv}fy{ z37&{S|tFp*Eatlb7>z2YHS& zZZ=+%wSchf%FH^JH}+^!{L!@1(a0JtF>^np5t*ay!tkdjX8ew+5!}9zbc&jezRlOx%Bmm0alMQUl$UEdFbn)i0We2~4#vJ2uK$SgmQW8%XJcyaQ?wJ-rqpL*Wt zq1EyjaVK($LiWg|(R@!zldz1bH^WFgC$V7XSq7O7_R<%IL;u4xD z0i$BS`F6JHt@vL-<&Dt#MA)Gn4;M!C5g(cD)uzOH%0+=uw_iq%r4w75)jn+3P|b6CduSdTAuQFWiR_MiTHJMVjr%ss#`pDLJcVW0=cp+l=D@a~N3EFHtka;w2HI+$v;t{KRnovuJ=*Yi=0^KcZoA{$ ziBe~bhm_H=%)Lwps(Q+u9pjeHO1H}@w2oYS?-)>CypeB+^!h_9NX^*}9Cnu~%!%4T zgbJMw`uzFOb=+V!0OL|^l0b~g~R#goCf91)-%{Yoi_BzlNja@gXlROP=KDJYAdEO1PD z)5sl(x>EvQGT-7Md01@#h5CK|VvGrQhmvCrHQ>`*Fwq##?%v+3@qoOhHnyWqVI(8z z#GjgBK(32S4n~J>&CQ3?d#?OwUMKbqOy7Far+-DBURM<*#ww8F7Kl@!vA_W$>&RTm z%|Hp=_QjAu3Fpp=05%rc?IaTN0JLKn`GA~5tcdlo%bIPqZ1s@3amz|KIZ8!e0^uao z2u{X={Xnt^MXLe)2{q4NbEY(H5l#bS;KqQn!wqJo(w{ zc2k@Iorbw#pq4sSeGP9ku1nGNMH})3Qi*(n19O@}#$Hn6+&b|n&SCds8!^ytoC|&E zusu&Wi+5+n+3mTTE(xZ_T+v0tjVR(m_vNC}585DX?jCS}A8qBXxt9 z4g|{?Dw%ECk6hQ>yq@`sY>B~Jjj~&whSdB8w|94&qp2LT z)i{0D^kmKFV@VYCbyhShX?D4cBYu-NTO{{-j=S zHN=m_RwP6su5z)V`aj%qVRYd^Bw&_*QeB^K(4xIXv<=&PB#W!yg=`?ZPH#v&| zLx^@8o5l}|nU;)+B*=sVC4<-Jb5lgb$T0{sNv^t6_b{BQi@qOAyk2 z#UiyzF)A<&5O#O@z>z+}5d{zMdU9LbspzZqAeM*cu4%{FzJkU-11HK0rl6G@c7&@$Ae7qarBlZ;n>{BXIr2ZOIg|)=X+UrY*w&g z%yH5DaGcs70^+OS3D;cJy|uE*Gs)laA&M_P^hnj?+~iq6IS$^G4RLxAzYg{HH&h~* zM8RUi#Sm*F-MzQ`#!L(2*k>)4!=5MK;G{y!^@frK&!nf+h-IO}i(Kr*T6_R%ULl?* z#@j-~T4*;X9VC+06NtOk{4o{Ra=K8r{hTI_ z(f_s2MGxF~BB$FabpBWpLT0_~M5Ayj@AC_` zlS@R;wLH(pYH?{N39HIIcKZ1&zmfZ%%8F0qcq7N8Yzfp;vE{cwP{co%qAWY z5g`>)q*(w-6G!Wx-h72U>F?Rqg*%r?;Y?F&yM#K%TEy@A)WxBk`t}3G#gid2(2-+S z&!|&c#J(NqeCt9doEEDHAG_m+dV9KI=ybBE03)tdZm|O!BI}1`IdY-@YnGtFZohi6 zZ+~kvT^9g|00ZITYdS0FWG1sE;;OuEr^xq6`0VJ0znXP?;6>)fjsUVQR^gV$SRnKw z^~PUf_nWC;Vpb-y3}fv_&}d@I8e*_ON1e|hbq*3Sn=FTSH~kXyi_+Gzcjhd)8LNd? zCKbJUA?=<_4i*0mx&l^(ZfkEW6eCz}>!rKg{RIT3-+4H%e1uLHEC}%Fu9C|t?$t}YHdb*4`u|izf=gOo08n@-=rEXa7O_=H~P<=!ry=` z#0ON#ay#8^C&))W1`;gQ^~IUje79YHC!NZxl8mM?M1*VZbFokORYQliXR*2AObg+x z-e!#iVH|!Woh?2u}238r0g)81%UZL@eIbo2o@ZTtIhK#b|BmGtOQ?s_kVQ?#y*1bbB zhw`3n#?;^CqtF6n3DCpH6_jFAk%M+GgiMn4O)8oYLBb{`w( zul%x-evOL`M=@AiY!AjO)@8Huf}pbBz&O58QaA31M`jXdgw~1SU*DV=DkG)-N`LSA z8szb00A74l1ixnj#{_SH)JQC6)O8dSL;T_QHs zM|RrP+dJQi;kl8p!C`K_u51^n?+Xpfx}1A;ALxB5awkp75BxmqGd92TKXvV9j274( zoH~c6t$=M|eG_cfQAQXOJjWWA@QZ!}BWK#^j^WanE|ej(KME_J7K+0}``gv}Rub#U z+*BnHVuH5WMf}lKa`Om)uuv%A6%U-Aej%Xm9&}f%S{Bf*THa~f&i+lkxf%cwO17!37bM5DoS7`g0dgt&G$S_B4vQ5=gCh}{-E-01^t$(IE+ndz5YfE4kRU7PM<8P zFZCA(CH)UP8ied&Msi+#zFYG+J)@fSO!ntaBNl9W2FVKrQwn2U>hY5^5Zy1Tbzb$~GlNZgoq#GO|4r$JmzVWZjFLIR9LqGP30vSKB#Qj9#EOWImD<-&B6eX$(O(h2Ab40yA)DcwJVhbk zIA*uI?7kC{4T%3@GcT`MuB>=opKT8+I<^o4k0Y@av ze}!7mAHe#ACL_u5nV^8)*|~YtHz59kX7{Z-WcQuRW3@oGGiY(!cPL$|g!wr-me7Gq zsHlPMf-0Y{6e^%>G?GO4A>pyCWwMHco4(Tj^{k80K$L74v-|crFkP--zCXCa2}c`@ zNQAIXaSt%s>J>l${S+2;DDiI=6VhcT`y6_O3%vQL^U=b^O4N3M=6NM?4#Y7}^W5%} z{W}hC*`>xqqHqF!2$uW^s8kLM-|+={F3;sDA@a$mN*4wq_xUgao^O~0KL#>x=cm?M z?~$T-liL*`Fhv-(8gjLAu&9-gkqG(Vx1&13*+_`` zUsam`w%0Nen=Y4o`YT9^M-Wdg?C~Eqe}}yMuU?OGb^pYPjY_PAy6Z?u1DL%bm(=~+ zWFOrJH$~%NaGDWM#8#Kxn0=nQM8i|xVXze|tE`@0+^P?6pp!v*4Ypo!Y4Fz!TGKAp zT9j8;at;MMode(zuDv~Qf?rpi1UaPvSR zUvTo;uNznbQ{BHO&L~t$tDGh=~^9_&m4-rIcNN0_3t475vfir1|xM_@G zlOv&;h@DPZT!yqJe*gjyeXB*Y+;j(h=}nszkYg&>YPT1}vq^C}$GJO_3HfaEK5SCi zv71Z9>F26bOv^fi7Qa$-K=x|cE-7yEDh3TkRB90)%RlkO>3ir0Gr#CQ0dVp!0WZkB zn++JN`C15SbA-rUY=N~6KZtW`lE692v!<*lM7pF(^@W?zsqZzeJ~uZlfngu$ri&G1 z%$>uRESF2`J{ye6Oy-78l*@#@N^N!7pO#Htlu2cRD&=y>t&^go0ywrst-UR^GM`fB z*sG?3fF{(BoU#loMh)yOaipC0nY((ce!U^6T(HchLjt=VEOE(Mjj;0pRnK4bjm|Hl zXHCDrN0rGQ9Sn)Oei|UwsqEme+U8U$(vfQ{A4{dA%$LJ4Ra-;vIZ(QC3jJkxzo0&l zQ2te>mo2M5CMp-ah!|R2qx)xQIaA}^lj9J3?qCx3O7KkY@|ouM>^rwSN$IHhz<|7J ziwk{m_ltw9M*!9^u${*8uxNa*S^O_){=;dh2aGa&nmN5pW z$mK2L=YOTwoz6cJ(rg!6(WmDAZitYg`$`-WWRkGQy%07j{gy5m#p8^dE5X+OI=+#t2p++R(r4|M{R~pyML>)}=FtY%= z$N1|3?i6=*3R^Mm=Fv}~E6O6E2FK~?C>{kto+on$DHE+v%$`vh)E}47ucpUbJ~qAh zmVSJeO+325&ZDFYWv|`g7kX0k-=IHe31TCkFJQCus{iy6*4NiR)zKyfafLqY7jIsq zr#EN(8_!lvEPQsnmW+tAAr7kq^L& zclX1|OkI6P2T6sfw76+E`>tIN^lVy2{F0Rhrv|k!L$O}|S;P!zKa2iYV)Xz0@?jYq zwO=yWBk+Eseai+#OrqLJT%FSZa|B4=E)uGxe)kfIyHJsV`h(}8@%rz_7$QildA@1! zwFEIjpcCJiEW9!OY{j^SdltXSE|-aEjBM`jpNH2w#PW9`0OivwIPh}W&s01XHW0?0z=k zA!cX_6K-ddD)?=O5K&SaaP|A3J-v8y zIt#S~}o~8BF981QZJ4w!+`Fd_%C!-m#<*tv`E+ z$oem67k%4S_`i$4fBmwT)iVTE1P3kJ61dC%{1JFTO7~jbANa`QINNF7aDxAHD(qH& zgwWN`1?jhvX+Y@z_fvlP6tuugAL?Z7zH@4dMZkaKY!l!ScmX7SDqm}K#M&E6heO8F zVbp1H^PQ^@UiF+hTB_eTJjB~obNCTJ!iTj%HDc?_`d{5s0A@|B1fE-OyJpbQ;Y+2` z!a1Z`Sol<-Uc;^y6@mXA*4Fk!Zw4i^Q~02;vR!uXGr%I z!4i|_*z#8;92$4qjQ z@B5>N8qA%{9e%GtZlmqdy6t+4Ognpo`HPPyoeVo_|QWEC94qMvr1YNJb@5y80 z=HbDc{1ed|0O2c-5~X%CU+qjQ6-OoOC+5)236wWPE^*nI{J|ra8y$<>GQv5`z9R!W zQux8`?0bce51YI9!G`Z-o>Z1g+2W7sJQg>Dm3(VWkx+wR0Jlo2y;uv7?l804EC&FE zLu!&D)5zm#6BxEmM$I-}4c2D_&3bFa#S#^IO&Ss-U_!t`8y(Kp(PW$%T3>@wU4T<+ z*9$;8vH&hL53188npn$M0WfHi0x|$+50JD;8P}4z;7iwy;@c;DZ35l55mFlDlMAdECR!@7;)~hV5f*MrGpU&iUSPW z#uW=>0LmP^4b*;!W4YytQgy{z^A!!_J#XXj1cc|KXStQb0=f6!{rgl4WUb4%xqf%k z{xvwh@-I;NkNpt@6J?ql(~mn?+e67{FOWzGR5i8kE}?NL=GH0jTz@E}&J+L4&$eq> zWVkU!s#{`T;-Y?~QEZ$^ys17N=T|8AflEf!(}%^esvBc z!qaSUdb57_imn&;IgHFEBhZ)z-fw*YfiCWCbYdPD2L+{ebv0hl9qZyZ%ZiavwW(hH ziOpVY7K=F4V|)Sv`^P?n*jshY>C{;vkOtN$JJ90z%(;^+5ZheY!(9FkEYUj_V6P)UI(sFb}mTl6;q%b+p=w zS0J0NB2#T=#PD;uQ4!`9o!8HmW>px$iEQz1V^ri?`AUJ;&MAHr8+2yd+ zlrT2ek~M}5*s00MLy7D%8gKFKHFigmQ6gFOu8(i$)Qb#6jr;n|msM)bCX|S7Q-rxD z*^SA*zyKUDBRl+_SNJ+^Z2~p<4l7}s{x4IZc-o^*Xr9&iDfqH!7=01B)C5;vdvch-$w_Hfq=>}a_9+*ahG|g zTdX8`@nZt5C5XZ@flew(PmyExbLBf$x9`L=b8R3G!{cT5T&DduKvDeS=fa!bFbozh zM0NszWtRGQ3YUm}x=ayju)WlCa`9;vSX_FZNAC?N=?_e92Bv4DL)}8KkcY*P2f1^ zXTPM;;$oC#bQ+a~&FdC5xo&>uRWVzpTQU2-^)k=d5SY;_9>Co|_sTCQhrE+|C=X4|ZI_jiegy$hJFco4=#QS_agt9&<|YriEh z_|41*4C4;9b5|RPHxw;BK1bV`{2cH-WRGAe4+{ijbA5!bk5|4oDpI~(j=MJyGf7LV zpx=>`FtMg1Kl31*6;g+5NeD@2N!m0hqbv9YNM;g!4N#SN(|`8U1OyBb4AH%_oGl&7 zjUK(XLI_2rB<ZnB+@VNtLoHU|Bv#VSP_GF-5Fl#p@~maOLI z=%=~dz??<#TB(AAon6lXo8>87nc`#@Ahi-t+_9@gr_}2dQ4}-ZOkim`e~$x)RvN8; zJ)!jkaP!k3d6sQCOVT+(a9j`vzy2v%;hf6O>HW}vDi81n_zx=P7jjx&)+j}g&pLF|zkt$oQPVBk1)c*V_AvdD$5jsi& zYsQ>laid#Y!mt)N)ot22eGx^nj?V(QoasSBLTzLb zr|}=x5F+s@kSs&72fj10oTOZEvyLyF+oi+nytvOYGFv1<2sim*2rb2BO6}FA^SiyV zOt{L7T|i71o7XACp{e7z84CVK#plW}^I6`?{q&j|G?VB``6egxbJ=Tn0v^{OhXH|< z$f0;z^_gQcP^FV}GBd=J&J$MO6mBse=vm&TQT>%(Fj~%Fm0w*{;4InBK=d2ugIUGn zp#^)9jAi!`%$m4Nh|;rd7q5Zu`c&Har4CQ>m3o44w5lpIssP+S9QQrs;he3&$!cqy z=Os*TIv$S=e%}|oiU1n+Dnlp?0Ht3G44nu9qjU-)ri%l|W3(!TUwI*)gzkmUnu;{0 z%Xfp)57}mrK%QC|fqNU>!LhO7^~F|LO|GJ!(I-sd&fVp~iNffOckGZ?>zRc8TBCBh7G z&DmP7L=@er4R8Ix{&IzU*R&Q{r4n{`C zy7oBg+1)$+Wk^pHqcT0aZh)9%qB}q`z0t!R6ysL=2Bxqr*FEli{>XbuRK|ZJVi7Aa z5=x8Y^#P!T8Avt;aNNCac}ox09LbJI_mG4p*1!i~SBD+F713O_n%XZHwR}ov`tfFP z;aC!e)P{-D`)rH(FvEe5+VpFAe*jg+_5EC!@Z);96D?B-XmKq{9{oyXvYxK!U9jZ_ zeh2!0zxg+AoE0pqSa1@TiSIlGABs5@IBzcycPtP)3%o- z^Wp99&;GloUjzA-H*h5jgXQk{R-gUDn)=g(g!E<|KP;`P8^{{fd(qHbF*>f z|KumY3pG+=u$Z^pF%*AXOdtSw<6}V63bWduDIOgP^6NoV0?9vtuf#&Y8`MH8HaMmK zo97{eB>=?R5c#tw8cnG!nV;Qo$k$rSq|j zc6hdu1aUv`Gpq8<{u--Z4|GNi0esoK5U?iz9TplOE}&Bk!%-nh;I zBf?%qi*Bslrey;=-x=syRumwzI==2i;zgt{w6sX|$2<|=^4=KSVqzj5GA(BWXdkK^ zTD6cOkGip3@J;a>=-@a!Nai$rl9KtaJ06WFa5c;5BevSi9yiYMNyQ_=J?ct`)ni07 zW?zl_kxc&RLHFzix~gy$s;gpew?F=6O1v?_*48q%Oi8G>fL%$f1oQLu`W0`h&PHf6 zl*8VDpT-PrvE=P}Jl^TRBej;cmYKr?Ogmc{R)^9T$`OEI*8e({BSebA>TI*Ic<{Wl zyMH227;eTClRPLg`SWqQ=GM=^VNQ>qted@&{&N)|`3e)`2T^NY&nqxR69$2dv<3NG zdA^7HHT?(Ibt?0wnDt&bMpkPj&E!`Rxcq49ECt<$2bBFalJorch+V-HGfakDIiL~> zi^=j%Zr3N+8E5Fs!V{oFD_S?Svo3TCXq)9o->G>f(1?CywULj#BT}Z#k62bY>$*K# z>)fJJ&W=JA$awD);Zavyd;z+TjFI08Y+?zW9jyDZZ%9PBgJ% zwWp{CtHUp;4d3!!rFE5U_`yw0Dcz8}ujuh;(YPER z0pc3iS)2LKORj{(Ko2hj^(`}ZU7q*B2p)&kYG{&@?hb685{v5zf6rP8d$wV!Nz&t< zuHBa{Kh@P$DwV=l4m%@$gHz8U{vILlEIr*P*0BJOY*?H*!LRiO60nt>&d4$GATR20OJjw$mYUT{ikS&9Pu)L&e`TZ z=}dwg4Nd+~{Vp>w38?FA%^Y%U&u<{M3_97I=~_-dYq}msQzx3fq5~%1Meq~nlcW|i zg~fqNdThEjIyys=xXdiqug-2tg<3m7Wd_f0(n&RXTrNLXO=qo6cFUS8$z=M0BdXjS z9FazjFr>=Dl{jCeqz!}C7fj2QpjQSBrx9ufzdCJexdAzoc@(zZ6@jO=-ei9mF=%k> zV9bJJOY_liz`XQQpM_b|ugIZPP`~Eedru@9NK1*sZWBja3B`OQI@4RSY@IhHOd=uv)~hE3{kQz?}K3(2%l83k6TriZ!9O7A^@lNx`&Z{R!O?`!g+w z2eE&+049||9Mg?Ork$LzY*!kYm*ZLX1pheajno%1k?Y6URXAU0N#e;wg{7sX*l$!w zu-n7N32)#iwHG=1FY#O}pHG?6ctJYJRv0u%SUG(%lx4yu$_bukfu1ufx?UWjOE7HxK;)$hX0VVG$}fTtS6`y8-!D5&LjK9D~_uw z@LGztWM=r#3zI=R(9M2}Sb1n$4^VLxcmm`rs6QPwKPje^w2+fK@Lf5~x4TlJmX;eF zMzl5nKY=C+ON2hj6SLNd4>AxWaDJz;{dZZni{PQQuwddw-?|sY z1g>wK39S*#h%1i!@lDlNn)YLvj%hP5^MgPyG(a!dzm3S3J+byamJle0p9TsLPU7== zpQAsUp75^cP%XZD0vD1jglWBA^-Ns#get;B7Zl|O7ZfZeRsmN)R}jgQu$4M_c^4@Q z9Qy5A3)!WZCXI(Xzm%f&sA84}==nJE(>)P2Y-wT)tf zcE22M^uxp|H|c2b&J>+})~PqjCCD(0_Pb@$pH#wERD|UDW*L!R9Ip7B968>OAJ%_x z9sRlJQX-xfJnWU}J|=yPoDA7=`K%eJf`cYX28Iw4^2BM6F5@->q&{*zvRBQcwWq3S zkh1t7IBN>Q2dku#-Qw{+28AKInt5kD5zeq*?qezq`4lEo_s9Ro-CIXhwSHlvii#l8 zN+Yo87L@Mpl5T0~?vj-5kXE|8yHh|~x*Mdsz8CeJ^E+qUKkk3u9e0d97;9|ySnFMH zKJ%G#K2z7bgsazX@8~90%TvWZ8ehvLU2Z!Chb695DO1i;kGM8FQyTh?bA0p7dhz~z zw9}iQI{TkrUAGtdDT2-iEANtgaW6{CJ7+q2qw7OGF0+48&xGx>4zEexj0NJ1gXoaT~Qpr3xk)yL6MC ze47~F3EBchV!k{*+vF~d$E>84HZd~6eySuD=R3qWXnp1q{EonNEsll(m=E?*)P;Jz z%KS-brOaYthmj1*ka!%HNk;Xl&aFmQoJIU`{G!)Xl92kXJaU^FYdyqpekIeTY+7$& zZgub2hO|bl6p|tl(Cm+owV@w&-6eDcm6k;jaYGS(f%V(4Bncr3n_&th#2ht`!QJbP zekLGO8C8icgwm~nKRmKS*^-X zoUM|Qog$~Qw7J}IWUsz^9mO0`-fDz;)%ZT8N$t~p8y3mbFT)?ehCP6-=6a|SHq#WW z#Ear52URlU`2v|+o7gdxk!zuu5pt~IhO_+15EphbR+Ba6SEGgTNl+KC(m&5QQL({> zaeKr12@tX?1j87#`^oTrY$X#drk6p%e+WJTA7yubz~7J1|9%!QA3h_pd-D4y|NM0j z{0QZ*?(y&6eteva{DoUv@z?GC`7OSO!DF(pA20uPU+|3o8@FzbB)V_Lf*w-!jyn!^ zsCd^wpDOZ;7svDg&FsI28T?=S^+QBN#1% zzg6LOnMw9w@{rUd&NoE&{f>g~@q>q3qqtXzxAO&kr5}}$#|vemI0V?RkA07IRn+5V z;MEZZKi*Hd-=Fsa-2V?h>_^TTs|gBx`1eaBB8AZj=oT7ea$7+qRQ;#(m(U(QORpZA z%cs7dRsVcGqC&k8mR#6J`=9T?|G8%%+#WBgrV=WMe>eHBzZSe7p?Y9(<{*E4@q6t3 zRKbWZDL9u^{?qJVjhBRx#%J+pQ~l4^mVpnRyqhsHACLL>jB18`C`Eea5P1LXOmg$k z(X_?N3?mLllRREV^F?VC&)he?p=w^lDq1eM`-&sKJ_{P);WK$0N?4$4Es&IoH-)Hv zyrq$Qjx2r{?i@^coG$%L!0*-HO;7+o&+q=8@>saJ09MJL@QN23ilTlzoz4E|($9vv z)1JvfSt2O}b93`)TN6$e>oqF7ohdI+hY(`DCSFpLn~(jcv%r!_0+S2B6WKx@2lHj1 zpYWyWaLVWFiMNFQ(p`woC;VNC)82=n&q9H9r!}@!@!`i8nx&4w+l;ij)19_;!lusd zMK7|j)Krf+l3(}ys0tR8Ro>crEzkjK1n*&98E6ID3JWT+Kwm{$qV?MqsfZrmH@8@(xBfI?g(ICXQKY?L4?HzgEJGw$d61PHjCC`MR|K(c>vbJIUxnI5}m0Z6Ol&Y*`8xH?7Kqa<)i z{h90dBq(3F1N;j*=_9#uNbu{%d{%XJpe^UWZRCb_rYuy`HkQp6sNP~+UXbN0*R=>^ z6;&Ds&*3%Z70o-I@!gjPQ7lsLdPp4R`~31Tppe_D=0itPH)IwF9UPqr+^)|tzV8vr zkmq;aM*zc-8(P}VlgJ>i(!4mO>(-?C9H-}G+R@GsFiK~ZhAqCf4@wD}A) z^mV3=l|Kwub6#HWx%Rznqqqwv?E0Q})>Un{>pMVdI`y{lnne8ikyva&`+Ownhj3D+ z#%ukzXg75)0@v>NJah>=P=D_npGEO6Nz1zA-cd1u{X!K9i8Abs!Hx=P49QjT>BPXW zr5&y15`Qo6N}#1qV`r=5h|E_POz}8IKIO=Psni0M21(TzXtyc!j%WtacA1Vty%M_) z_jAh~rfNJ3JnCqMT!nt4^TjM!6&zPi8+^tBRo^?;@2Jb}w-SMQMU5D~hpV0i8rJ%^ z!7OiXD_6BRYb=*Z>~e!&K)Vb-rA}b7jL$4PeEQ^x*8V=Ng;0TW{CS^JzD6TVhSDLDBaap4JbA}4ddzGW zXWI$tG4$f6vu?PCTLt)efQpX|3Vp?ZMUHG%D|!l|AV}E=XEarDpfC|422M znblJvUZz^<^3uiS9dG7ge_S0BaFC7n?94O>N%aG*ny-zLS*=+TI@G-U?-|UegjI_Y zGdAvQs`8nL3dXPIht*q?s zAsMAIa^HSE&z~)m&L3>Q;zral(T|0>O-rR2y}9Yz!w4c0O_%U33EOTi&fW%HEQ0z~ z+2~t9CLkEQYGGv1mqp@osiUtu%e!6G+(ribbvo}?&kIv13gdAqqu_TBpyAJdtgXK- zd2JT(+B#+p&t0;F%01qob)$DIuTsr3%I{4b&=Jx({+xo3L!;Rk(DLXi&ip9x&*r54 z_Mv1+;81^8Yb5s!;X?N_A_%#I%4}%NI3a#tj7hjol!cKMU^(%S#hIkyWx%(@~ z1KPi)C^YJqC*;sfuL32ZEWbgxC)+NU2Oi^79#=;4ZQ`A9pT`-P2F@e7FA2FYQM2*Sh~pzSE1~+W5opgK-XEB z`NZO%rA_DdT}HezC9vL)tQ9x~Bvn15xt^h42tz zN*GS%Dsayx=0jTYH{Bu5r|V5$iMGS*qr)QRu}bYBsVh~{t=l*mo1zzwe$IcYij8gC z>AZgZ%3b2(DcqVQSUWsIf2JXAWOH+l?Y`y6Mff}K?{|-cL`%iJ@8?5m%tt!)ftP*Z z$c*%2MB6U9>nw_DJQZ`oZs!%wgNQQt?ix33xla*sd9o08c>(CAbUa*%5fS9aQNDj} zL3{X)2IBe%@2^r;lZ2w?o59!C%f$C&L z$N$03etGvm%BZhw?r*sA`{FAAQa-%Ai2nn#?~!D+=tn5>!bkklopWi{exo9D=&EN$8QEMu+LW0#Nd$p9e_dV72 zsb6&#;V(ey#|$8jUzv{h{p1$^qIX1cp99u-x0r=gk;vwb4Agl7?@qQbTT{@(#okY! zCIS6Rw_mq1o-3zwYB)n+=itzBlu+il?`J<10FGt)VspTO)GiHmu+-5;ig(tzL`+%i zyvL~?2)NDnGg7Gg1JmXZd5Zb>P19ADKd+zo>GkY@WwQ*tc8s)fh4#ytc%Gh~CT^#s z5uI^m>lS-+99ODNTceKAp)8G2LWRV0IU@%66AC{;uoO(SyXO4qQC-GS32oU-6nzS( zD`Wc$-V$M9*Kd-U)|i`^w^c9UgvQ~>mw`B;l?}*88EnDyr?9Fh(E-)0Wl%-#~^W&~7ewT<=T3KG_;AR~K{ki)7D`=)W0) z(e0S89wfX!{n`bfT>4+2t0vi!JVdeZ=WYS#R;d80%f-prx$!V9#@!Krx>zilsVY;K z1Q*wHEP5!ge22_;^pM!TxZ{mx-v&rt1y{|>FRFa8?bE+hf$lQZbcN50q2)i+?crT* zdcWv??sSX@BzG9h<{Q0$&Tg9f{GHbPE%5o8q@%r}pDlXda*c6z!zBFq^+V2`Sv*j* zzBS$!`*`7OYit_``J$^-JsTKF>?xderaSC2mnq?8$p?7I-&3_akp-3H`Ykm1JE94% zjUgTP*2EgPh3##xzSyEK#<2(v>jg~Z`?(`uSZ;5Z6}$1()S9H8E)OKteLn9)yi|EC z4U*wX9EPaQFV8=4T@a=guRGs)b@L*g97rw&r*s7idOn7I?Y`J_zLh}N9YOrYEZ0H; zYfLEgr}HF>WAXj#aK6}um(c7i2(9jMzgU#(pQ6-ndN$GF# zjF@rsde7OkWc>hl_5O!n(f%^x{1=-Z6ekO3Q1As8^7^&3YN_r%jc2;$QKeF;4GR_} z9f2hD4^;U$-7xlxq8yBZ%*Tx8zV6?GNbRn$9%GsId}fgAAqs!@F;#u<4*Q zW?n4^Zvoa=>x#BmcTdlr`*jBY;A>(#D+0@<_OHAF6+8K*0Pa_Em&I}FFpd|@d*7jb z8(unD$r*7t+C7sl<)?eeg?xF8o&8vz&&D||PjY)dJWV);$}ro;D;YY+ZpO>8EOVpr zvH_(z#r*(&Z7?~2P$*RSkXEzOCcAv&7m~E}e~|T~BV$}&9UQ2w65PV42< z-T|=8v1+)QTd^_vHR;v&0O<$@F%Z1gDyo+RTXc`fK|Eq=M|k_ohcTq~G)X})gl(k+ zdgL1UFp@cjioSVrIrV5lR_YB?ln!4qWBf5JR@kFne$~3Ey^Kkhuay&FXxOc9)X3*o zj1+_~XGTFp=GU%4cDDp+EgdQhAJD7pW(9E-sgUy~3Mbr*$IZAw*7ixwg%pLRrrrUw zH*uc=cV>`3J~FB8Ks>{nLb7c?rSeLX$-)U2Q$^!YNFN|Z6$1%Hq^PXrDdd|&aO-%9 z=fAod=WCQ{#0r=Vd}a_*Mo2IU$3%;j_Gj78maWUIJZ3==LQ%^kcH6&Y6OJJAFMUoT z_f7G`P_^~Mt9}r`X1#xUI-F{Cmh7s+41$DPVj@RJdKpY-qyq_S=IfPp)ZQsDT<|}2 z&!ZpuWw6gAJ$MpPSB2CE(9-@etekU3DGlEkMfCB(Wia+sZzR3mGu6rGGS&=G(^Q%b zb`tOlUOrybEe50@x*g7238^-B_ULqH*1YD%0Ydz}okiv8F;xxHC%_3zwFc;cvH`GU zBXvQhX?j~Zu~!|CvFtD0-^Ix(cn{ik6B7 zg@kIoyH+P;d2#V;NBAP?2)uwz!eqJOn3|Npi-QDufdHhD$H5L-xD5^UHb`3g^yi=C zIp;|44|IEiW^%iq!zffw0VfqifUn&-@`m%2q9lUS072bMd51VBMZcwl6-5IfaNr1yd{xB+#M3`&GEp~|eQu7PuSJFirCAiuqv zc-I`SE82MQak7(Zcs_aryP9R`q_0+R8RDH$-8ja{$%l#JtuU()P|L(hT0ydia&d z7Q61zKNO6|Ki$J(jgKGeXU%_nd8MCYD+CE>?>*W!kF*V_FjkllLYAbr6}Ll)Od7}( zPtuA@+hMnp_74a3U$$SD9!&R+UJvMZhUt)m-BdYtIY|%1ZYh0*M2+jyLr=MoB8Vi9Z z#Bey>C|46#eI1yYV=a1-aFf|fJ2eaB?v0J)Cs9nu+@(Wa4SjKhb!cDSNlp@&T@9!^ zH3YNF7&5$+vAd1D>^|KojmffXTc}W7v#_GEMTJYuk29LD%-FS4QnOn77LsI?6uP5J z22swJKCPRYM6o_d*DE8*#jze`{kl*Y!wC%O=MBh0B@mx*0zTHDn*#&Wjwp6L9eABC z)+;JTlbQUBZZn6{%A9u{3*>QH2eBt65Z_JEmBRQmD8Q7Xsbt+22kWc#G3VvJy35Hf zM*Y{!Mt^c*ozCZB!7#dBk1WmYo#9J+c#?dnk82a`=N-k0+AO0iD@~N?w9oMy(x&}n z=05}qPcu>qDk!8 zV)5>ihf!7w$X3`=zq_~4D@l4_bZ`WY$K~t#cPFdx))+XnEW;Vp0m~;)rceY4Ho8)v zj^DJ^7OX{P={**h{8_htbtkLlS!HQHTAch7Q9JJXv=15Mt7snbZD~u$y z$KyY;RZPlX7fG#bWt74mX<|y}|C~SRk3fo6)IA`UuPri0@_5Y&(>DClvGZ&c(z*X8 z#A;B9P3Jr=v~v%>r*d8YENv=6J(D{G?<`4dWT^ewSgyK(&E9Ekyf(VYlebx<>jTx@ z93{Cdxhbx!i#2wmc)+<;Ez(3K`<2!0#*qpn@#iz4(T!(g9t5YQ*{m={t~@mmU>^SU zcH;Q2EsStoX5L!4y-!3-|NMQ43gF|9(hc(tBhdpS_+g5EI z??_G~;t-;sG@C>prs37_`|UxS5*R-}rb_eCe*tnWsM4eNG8M#id6M~dhlIH$9oi7K zW!I@YLJo!zdFbcAt#Bl9z+!X!cI@DfBZuLoz=uZSZ3Ih5K7I#xQYU2d+x%Q4ZC2lD z9SowoUpxQv(IyAaRGKQz|E~k#9N5}EDVRF{xEg+$%I)ufNmWv=rA+-FLv|mKf6uty zbpF>K&H(nXwqaYT%I|jk{dbWRI4IoogZ`ql{`><;?B2#7_SLKS-&TU_Rw-a8Uw^~! z`d9OX@nh~e;|%ydqrcrbzgz5`0^sR+93Au@YVXf`a8nV3=Zay+jQz(00>cG5V*icK zb6|O*6D=$*dVKkkMf>?#8n7Mz>VxCYyq##_t7Ku2K%x->U?#L-2}Een6>2sAYEk;~>(9qQ@5KM4`_N zD-qCT38kF4_6%wVORIUBt;Dhi%sy@^BK*OcP^r>bjk3Pmu9Aap8=R(kd4HnmiSJ^x z=y1O&gL^~#4NP}AYYC1&vuFy$KK*4p6#1|;J;D9LoDsn9c&92WB)y1 z%@F_=5o68$cb*vE^Cl{RWxoi8zh8(ODh7N{HMIZVVN@do!#JUmc=8|rRxuH`hpxXb z(|=~q5*8TU>hYy~+P~iack@3I18=F=+rNp`zh>dYJ)u#7X5jj_ckcHMsle=1PF;k* zhc<-8?-!du<(HrWB|uAejvC(KlaY0=*#p%+fHMc|c6V0J4^Yothf}_KUSId|1O9>_ z%H4sz5t{>zsc;_Vr9dyvX|Azf;2@nUQ;95Gm$YjCbKHXsG;a*IFk-8^9dwPm2x#0lkA3|@ic z`wp+>W~8dKU9OKk?h>$z=$PohcC!xh*{(|He|SY(_x3{2>;28L?OkwG+ry}6re z$7Pb3A|<_}NL2qi!y~l&{2K4O6XOX`TGMD}vW&?a(BGd*bSJIU8tnSl+^+_3aZj6D z_!zmCiC*u271hBj)NJzS`-HgsqXf0u=AzUR`#!~H^NqoY(C}p4-UEdkrzi3JF)PHY zXq0i2{@?q;3E6<#$?NIaUV{0-UsSX(ej=DOt*}8YVDvOzdDJ@|eRycS)K0EP?&$6H z6k%!hmAOuvZ?Fo|u52nqwK9MIK*Ya=kE`o4IKcwc?l`_&AQZ+y=JNU!-2B6G*%G95 zs0y^Zw|5s=^zET7bvWNvkU_HNv%Ja~HdErt=&VMWSVLga^!gN+D(_6|@7&C18l0uv zof@w^de_s@WI-lnSq3d>m7G$Ejk?0>WP@`NiYe26KhyklYtXAVk{Oohl+hU2uPyvg zc!Y`#_BfxPn|wwfR7f2hy&xq1ywcgN;8 z*D}91M-7B~XSiIU+$(G*Qw6kGoO{7=5S|!fqFlz)J_Jqdmn&D8K0&VDX!C>*8vgr} zlS9$x$jo?W7f83aw;M-8Pl2W5tMplyb*?I{3*X(tCA-MmcTysO^O1Su(391^XnCmg zhw&93@~Am%jVC-^+IMHG@PtBNwJ8((9j^8VR@F8X-Y6C+7Xhzbd2g+3sV?k{%=p*S z-Kh^eXUpfX6myP5qMy0_-?-oV>{P4FCTx*P2n+SL5yBV*WwZLZ_4If^&J!xoEr04i zoo}c^==g#vY~F6*w-4=}HubxAH8Hbw0?^?A`#4uF$9vxG?hz0X7r1e1@yv9ppm3s? zwPR>78%1v$8?B%eF7%FEEYX6b$+!>rNz@Y5eemaywa|fbyR|?03~_au7e*C%rC4||>Bdb20;`-NF|YNjwpih4i{ z7U#%@xrVmMn#i-Wx5vy8r3=YENy8aCt?3mkvh9-FyQY>XdI8aLvq?GS(xp$LnsybD z$HC_c7x$qQzcAqvknt9=--FIR=s(&#p?!C@KF!b|Oc5k@Pxvk36#yy}G9(tZQ z`5%l|O$$!%GgIss5UcY)m{u4+9vssGZ!Glxa#a0Ug$s?~T$rgcRighlx6pj0R?oj~5Bytk0NlKNWMKFA^8S7CQw&7cxK8^L|Mq75jdA?+0jB!@ z%L~+Fc#ujZFKE4A2qZ@FFA2qE3n`ec6w(e55BO^s7W6>JImI2vfglI&YS=IU9YLv;u^m0OCbt__8jX70x=PmYazs29 zPvBiqdEya8_VKJHd`%1*8X|$0r z(k&E0@9(nO@a{Un%cS!gg2eJRv_Th$aTYWJmM4@?V4CZvf!h4Q+nYh0b~{d|Z-^Un zX{6vhFW@@e3=lS+D-BLI`>|VKFP$T5i^Jh0-esP7?H>1fC}tcW&o34w5%*=k`iq7s z8H%-6DW)qDF>r2^>E*{NAXAM~$QRGhT6*R4Y^(bdn9>wxp)t;u9ppc0ZyZ^=?{c|z zimy;hKi*}t69kU7p_*-MMn(w#l{>5SSOwXfLtY(C*XZWmhQq*CvE_*V3tD;TJ=c9M zxf}(!6nL!MWu?Ep4@3*&k7H;xL)>mIS#E?s$L^AaY1qNNb_du%m=I}x1XT>3wml|z z`?dQ36}3bAf6o<9=XiGX?qNKZ#W>M5eVSo zhbGr6#08L6m@QxC3(DI=a2QSJJa<(Y->+BpZ%k#pA)-Z=TJjz`h$OXK>gKt=?2}@) z*vEHr{f_N^$0A}qUu(!gqgL++K=tN+B*~q>PvC9a8vJ&#{wjU<4S?v|&I4QfH7XNh zX;;%q^&c8@@AQuy)=hD{dNt=)@P2QCRV30t_Mp3~*T;6ALPPgT7GHo-Ci53*4O4D9 z`)smIZ{#AdStPz)RchO+g1bPqf*bh5ji&6=#El2AvVCsXd z+`<`30n*)jrzb~t?%o_5{^saD9MnUY#Nu$2T>Sim2_(sj74_5fI(x@vek@5LmSs^RnHeNWrXv8>qSxeTZ zu3glAZnXmQ7MK+Zw_oYM0FEA5#enL1oiE&J!)lKr1QiU`V_Js*CkUv8S5VrEIqFpe zf*}~b1YVpY+9Xo9t(8P5WR^M_UOIJ)ts*hs;wKJg|H zt-aP(-2A@5)RDQzTK zV*N?sJtjEgTLrkO*tA*b+(G%;RC_h!nPLw#p=~CU^4)3@|MkIG#K2J%jL8fMz~u(R zso8?Ebsm01lgB)EpHKq_SGevFD&D9mZSKlpa{yg}M*u#0exmQ7(kP|MCqvi+DU*1( zW91c#DWRh=7_dZaXCiUWNzu|kB;o>~TAete&jaVPiy8%if(EaWM-X$THlvAL|Ir*?75|{(0@W(H?KrcoU~GQw-cGcU%zo}HMa?lD5I2?4N6hvpATpQ; zjY`eCc&k`{mz7#rFITh0^GO)Jz%$(We^$N+hCuTyl@K)hGa{g>0ssu1Z}TdpqKwLo zQvStqT(fME7kQf9*T|&t7#j7E-e`)ctz*mix&1m@v0X_;9C_nW!Qid21=AAfF0{=_ zfANAV8`ULDa@Cm^^UxG7|&punmPN#eT?bd(!u2kwh9?bA3tLynOyl} z3dI7CcB8F%#CdmPOto>G9%y*?>kIUD?TJ)*Hn~DI zY0c~NmYKvcthozk+)qMouPy!w^+NK}cWJsky zd*n&ch$hc@@^wxJlvxUX!ctE9sx#WXW}|es#z_7>ZQH4#K7}Unt%(~#GKLqOZ!pP~ z>5=a@CqGswPEPV9l3S3kfFcRpmm|k*wd6|#(Nk7zrHOu2&JRH?VzJsqWTA+xvJ>Tj zUPD_cC6?TTXm{Pw1jD}w&a59Lh`+CaTa?xR4X_^?1N=K~;_%B0_79fE54qIiK{>v!> z^S)HSjqN}18r&X)92i?D{FhUVfAA!N0ekNEKK&2s*16{tmAuMo|8t*l@O}Q|K8V== zi^ROY;KsS<6uYnz$NtMH0_#Ax-`D=1hW|E}FaW2>Jid@m^Y8n7WB^u)F=PF2qvmfa z6RGQ-Q!Iftu>BkM{=Q-UJ*QZP{{|&gsx7SGc~SK?l}$I?}9}C3?>oMr~CAW&KC#E0?D(VpvV#I$w07& z1_`hcIXQdA*7agM9sgm+xrL#^Nh^3W`zZhYB4BP>g8tT4i!5pWyXn6#WCXw~=62Kn zXSR4?2!ZcA88G31Ywz#=0~bj0;6|wdR3rZxp#M)lpd_++BulEqY?<+z!4_eSS`COm z6;4uIo)76vJ32@bNnCvIz=h)B;c>YBQQO2^w@wpP%yjl z7QtMQ8kDdMeZQ9Ip7s{?$bRu>!&5r@mI$)`L7An~!S8tPgY6~DSvXIE8M&_338v`v z1xsSUg2^{kQ3!ghjph+&jlTE=3j>W-~kov#{`m}MYDqEX+e1Mn2#ECHnp zW@bp~*0ei1^h{HzYE>EyS6;vmF21=rjeYU3W(tS$^Jy-`p$PIf{$uwu!S<-siU`RX zW@pkFrayj^Z;|&xrb5)Q{zmYr`Z+e!&6m!=uZe)JargpF~swMOb*z+PlRLU!JY>pt8GQWDl-}&M;|;xd91S z+A{BOD=~IUH@91YUdV+Q7RuV`ZXIjTb&cyf&ChxF_jQbtMEMpaMWJeeO*2evB1b

+#vVnf0HAC4v5`^() zQk(7(p^H0LcB=t;(j{u-uG1UV5sfwVf@CnF1NU+-9r#PX~Xbf&8c+Do>I1lh0l@Y^)E zOkTge5@|@k$xsgpy-I^`pfs1@L$)ox(?RL&HTZBsRsE#= zp(dX!OSAI40}exw*CvJ;#7VRG=mlXJYSR^>XVX#8@wc1yTgTT+Qxo&&jnStK0BjlQ}xBJUMEV5=dc5U~q2qeP5V=-m>=!!&c z9IDs3q0+l9*Rtw&hoNNzp!0y7Z#vUXC?ctt7wf(hsqE_Ki{nJIk)3QV?Nz{QTa zr=Q8x>dNFRS7DMzG4%FP(mB~}=g(O=O>H&kP1EG7l_B@Yu|`ORGOyS$vOt&~0amVP7^*@>=N zwI}l^j4D7vLj2Nrt&D#5yH`ZWZUUi)0Tf4v-evw15C~cEYLqcs5!dJ0%GgNZc;URK ziSnCGE4!cHQF2^lx61cs>av!cAQJI%ALgoQ?sW!0z&U}0isnoM_QzMVtOOeDU3)|P zE7!N{&xypNxMSI*3ULB>Z1ZId^A#_MrNW;p7R_>BF-l0k)_mo9JH4_g9Lreo3MZM% z9oAHpQP6+Mr?tOEy2Zta`{XgmPW>bnpa`Vk4~~0eqi7XTj?k&wM!sb2i^M@mV2zi+ z&v>8FHc53XwsnOu80)7in$8x=>+~IB?Gg%M3X5ol*%WD>@qq;T@2SeJv+D>r?3vJ> zh%dad0*dhFT^B=o$nL*}c zZsaZx#&_!uP7`n~4v$&HQ&{lgm-ERDzoJi8q-nh2cM{Pxo<{_+;bW?)0AdfC|~w{btv&fxH9x>ji*UG;kdFg=t-36 zDmPNytW&r-*{Oj;X!5Gun+a4mno{k{v^^NJ=gM2ZeRMNRh?gFiBKM|mo`!4~v`G0M3}*!7Zq7^) z%=-Wk%quiDxau4k@;EsZt=sdS_tSuQAQ*k&vL1ju$E3r$I9%c7WB7qM=2Q5W7Qnz~ zI$W%=B99KSi7$$w6SkWxrdDTWxE0*2>9=VyC!&zB_FY-y2b@k#30TaT-zPqWCiBm# z6n)`toVlF37J4j{qG4`aQnJwW(&w%&v6Y54B=k5X6T5Q*R|2dtBGS4hwX|} zP(SsNuEp8z4_J&JMd-unlEJ81gZP?16MvNLAw`ggq(TdzS1e4rFOaD)7U5BZZckkA zyA4i+NlVBor?q!9i79-oLorzjNn#F`x;!3DH5t}?Bh3%*Vw}rU{M^d@#uaNkf7a8e zNUnMQ?wh>Vx5@VokBU8mQsl$NbN}ozt0OdOdA%M3?B{(Cc84=4!#u?A<~WYO?EW|y5nUMg{zyPX zh<{AAsOnQuXeidoUe~ji3XdbI_bp-`j%OCIReabzTAZ#;jA+`A}wvdB@Y|w^$YOO(^z4u-M4`uu95BK;?K7HD<0 z%3&`ZM}!s3o`QBO?GAGvr-uZtJp74DI^IL=T$wDo1gU(7QJhqgTNGX{LN}vo3d=Lf zs-hUyHNnhQHsh5FHw=0KFJk6-A~KKn>bKZT%A8+ZUN5aoQco^$s zR;sraGcmV(nnQ2))%E7nsa95-(a+NJk*82SGI&L)m)ESsrTq9J@$V+g)TjBz*C)?V zFOr{~uq&}!zY{IFFSZ|mgP%!P(* z)mMC#NIQ(2MPLb$IW;siDj%kgE^dzCQ-=`cr$>vO%%kR-6TKTBXRj%prXr*Nh;GmU z$=YIq8;frd5tWW5mwE9-zM!ZSblS8?8%9f0mKIw)hH}6*r zyy1sFB{#Uxw=%QFkjwBpvt1=eG14WbacW4q(%!2y1d54}+EQqmF2>rG?17x#wKVw~ z;-FC>s^!B2iRgD6(=DlVUQTX$Y51%tNWhNYc?yg&GXd_*t?p^3I6>WfVtRCoiJy;@ zstohowtr@1l1{F{h~XQ1ePV%irK#hZl|u{WeR7Cznc8ktE7Q%g_Z1?1I5;eojn+mg z@5OV3twHEA1bK2$7EcjH=c;0=MV`<9t+xU@`nB-aqTq)O$aA-3)@!KQ4{H{`$p>UT z!yic<&gF@&2Hv2JyOrgIyMS#-9%95@&| zh6vd*#**e+EA}}n`=iDUC`zA1KR2pXav9@<2=mo_KZ$w`INecK6==uPpSdWQoaC}g zwJ2AX@?ShEXdpkb3<#P-Q}Q;kD>EzjWu?p_Kgy<{+zN<7vQ zx@k{LPE;M6FRsO0v{Tz+KNQuc`p@|C^~{yHgKXM2j)75&dk* z8cSW$6}FL4NQC{K8mWXaJ04MJr&->p7){A2GjzkCJyVDl&7MS-V|Lj##!>B=S7<&r2n zixoY*D0C$K_nDl`K$m5N|8$2d{pMW`yI#N)Per3(;;0mwO&|AV zcM0kg1?jE!YHjXZr>J8`Kp2x0Lb=ftcaeG6l{RkQmwa6Sb;r$b^}d!-reV-&#fEVaz-KjjzzWbv=Q|c(990;YSmLZ7=e2IrP zm|wG!9XA0CzUBe!+;!{NVXsp~tI@2?tcrYvJbymVq9uKY>}A3tO}4Go@Z7LqpF;k` zHq+r+5Afi`VDp#=DHBGrE5DN~PNrE^Ws_T^c60U}HdFvhV zvoyhz03-E2i9WYlsS`?_M^Dnk3oA2_=a>c4P1SD@a#b>L^!slVxdweRBtLi8R-gr^ zNL56avN=fx(_;x;?eVtF4-EyBvE=7n#4iIge+{IN4kT+@E9G(Cie}LN_^L5JBYl(m z{+69JAk7WJw3G5wam$>>>!wDWJR0+vjb-dTNm#Y3Y>i@p4K*j?nWfqt4`Zo~xs^K} z*!`AnGM{@6p>N8U;$`2~iQvd+s%_kDIFGVnL^e5>LSa<=7M(%MI|e;d!ny4s0V(u| z;!<3zTbG*GcGpA<&0?9<^uA-Q6x3x+^(?U+ha>tl-?!7C@SbcL3YESRNu&znayYL> z6SJZY?AODd!ZC6UBP5-E6ndps`s#I-R3vm#e7VI7@&4$dG%C!agNs<5F{emUvdqJ9 zp9=^Hn~0FfDjtUquonP8No0|c10g*8MtPC1Fp5Dnurr&{v&;d!RFqII5O#hok zHgt)H(QY##M~BEbN4`dtND=y0!MI(Vx@^V6)|H&H{Z;#A5Foc?WGavpFaNz(fbjau zR)jDtA*Q&k{5F|xyaIpXn*oT4USx<&?qK&Zd7RN`iG=kF^3QmvBobrBRk|$|LnIMR z>57%&GA>M~iVcE7<3rW&G>}Q$rBd>k9w6&?juI+v6D3#)PrH2WrO?}#8Np^NHw?&m zvzF#x8w+uyZ!n%!4A2`weZosbx&200rlwpo?9w3LymW7x0HUnc9S>Jx0^AIwPy-9c zlh#hCfsE8xp8`sFB;c;hH;pO~y75d^7>8x)cb^8mLwA(aEA!W*9N#>V2p*lH)xmo2 z<;1Yx5Z_4->E%<7Vl6i*GEw^_LSzlpHSR@-I;&Ur@N!dn#k}3+xT4`1 zzZomH=WdCrPAR^Hm{JJlq_R zLgGC^73sQlEY58TH&E)ji^-Q8bW}0DfTyI|>ym_;>7cQzq%;-)k*G7a=xk}t+N-Z= z!>LOyVg!>V?~KB1`aPx^&an zsk4=j2gdia?J7r$JPs4rvWm)53Qd7_<5Ur}B7_3Cb+xOMoG ztB}O{p4d&ZQ$4z>*ffX5ld>f$)%2%1wy*Wgw3CoqNLz=(t>qYn+}5fiLM^HcJ|Liu z*F68(Q8R4bZz!U!d-GY`pPtRYbsA@YS#y8Sih7DN3T_VJI=}SPe|7wacRS44ccYvP6yPXe0=)2j@>fP2BFZK?@9*;=JP7N9UW$w*d=_}+~6 z${D$)aw%UR3>U$;fbiw2f7&=-ox*?V*vp&T&M(8^FKkU7AP+UvfFPh*IT!RO92m}ZO55b+_?jgAAFgPT* z3@*WfyL$-k1P$))?#x;2cgy$gy7$(tTlc?ns-{w@VP<-*?q1zbKhIBo%lP2u{GO{V zeu?~+difBaIyf+*EB*9Rt9AnI$cGA_%5X9(%12|`WHCh-OUy!B$J{jL>l$ORW(Waqc~A7EZo)-l!n|H==MSs2J02Y z6qj+4bJ2Cg;;?pLZX4Hg34E=+(Pm?XAHRtf7c-`*F-hSl1y2O|q6IkUkaip za21u6*;auQG`zP~>qqx-|TQ&htOu zTUpUh;HsZyYX6n{7lt{M1He@+bHTa)23Ltcfvb>GH2;kb<9R}d*^tNoN5<^$7XHr- z{8{$$`JW>o3y05qPXNT!6*o_`f0euke*jaJvJ_1vQQvoiWq!r^|(D} zz-QC^E;JBd_Ttrc@#^?rs71-;4NL%T#yg+H1XS_hkUkdZV5M-|R(0t#IH2uL6a+$w zrard;m^DB!fHYqtvl;&tfZx`&Z>SB_J$M0kqZ*~2kd(Y z6t?kX9>AHc;{m^Q~9%pjs^ka zfn<-z=4Y-A z-V2yX3jd(TKV*xejTV2>-}4yOwMw#z+xY(m`?gE~ zVBf)F$T&|~VkED7By4WiL!H|CfBGvV>8Xrm)>JV;jk)%uk^$#>IN#CY6O6tWBcy;I z{0L!+>l!trQk`$Q_SzN}peeOUBLbN5O8_zq5I2p*DFCS$T~`=~Y+=FKva#)}?gaxz z%04-ZUtYz|t#}*vp`kt>cQV z@zbA3{d0dWu3v?*kHi2}G%~-yngkIBN{;0Fz5rkz=+FSf_ftrUWWp38pnvMjm5jax zD0rc43{V0&k2#Ob^}ZMe`&bFk=`MSL@=exs)6qBG;OV$e(gk@d;UwI>9OU}s0j()cSN&r2mo?XJ_XX@2)S+Q$d+^RCo!%49u4!Uc_Q zz35*GIgQ@lbn^fQ*ZshLq&h3$`t+!fc#4WkN{LuxujA?0rX82jYcnhkO;(G_R#{@u|FAkU5Y$49YrwNZv z*S%QH+paO4Lhh$=;X|u5GEW9Xb2Sfr0Fu@o06coyf)4s!^E*OV-TFCkqibu*GEg-e za80h#TYlF;ePj$@((gWvB&qgy05gHv1?O@&AK3mr=t=c1@wFwlco+#@7jKY|yW`8W zuK0Gd9@a9E$EpZM9`nOyB)W%z0R306Bz#w|j*nN~S6hugJsZ_{yMUBRZxru4kJc;S zA+|z!wPKyzvzU88S&o>0!eR>0e{pDNBNwvQ5h9Ny(+n-GSo5xgQ0acRdID-KLYKky z9v6k<4sV+n*z~01SR-o>-Wj!Lfz#l_xvmxuE`)UI?XcKx)7~6pyrkD{jXCJ*x3p~z z1l?U~JH*stzcM+}c|fm;+}fUP9a*S%$AJ{8_4Kl}I^fP1WPl!05zu>vGPr}^lUnZyQ)Q5`WcJ#I{C|}xp+xSnU^3| zNEurz*~N!|NAfSlw=I|?;t?FcL#Y%Lj|_lr#Atly>THbxfZ(TJ&6@dEVlOo0CZj~w z0G-A2IVDH2q@Prx!r#XM&f%g96QI}Ewh>=bCtTunOFAqq*Kv&Lcud-+Y3=zAisC7vfZTGk#Y}n!A9Wu z=)R6t(EXBcy&`W!il!`%BY!1oxF?ut#nHEU#}DGP{)Zs+fNCItzVy44;= z?wdnuX10$uE2W70uVR$Q&jidLRDM3(OyfEM$Yj7CmzUq^JdOH3M~E0CzKTj3v0CM!gQ9BWK7931;ReT%QF40dt5_fZ_w#v8bc=}?aAEH7>nhr%A zyucCs`Sa1(Y%PE3*2>7*02SsbvYY#c!SK`4i^&QD9ZU@jLfhSIkHY$; zkH$Xdyd5xmL6jx=Wo&z@CDLOe$G zE~ZJ#%2?+QFjT3X|KfHtGztz^+!Jmu<_U*9-?K{K(_Cv*!7kF)aFM z`?b(F&&c#oQ&}~SiF-n>i(bH06cN?Wi~0WSQf&UnOS%L(l@xv%LLAR`gCV5gD|)>; zP^P#8*`?RYdeM64%?#+$q1Wub8Qm|OEH)U*|6tS%{cw;LE^+Hd%)4Z3sR zkrE$3{`M2nDIRmy9Ixf&JR$Gy%><$0=+U_E_WT8!0L$l9Tk!U+&F^}tEjq9Xg~|?u z2#_6W7y?)mSu&^eiuG@2UAM#T3qfJ0()GGcE_;_2^VKv&h29^_3~?5`l}8>KkM0A% z?g}c^Ye>naJx0oV1QUHrU{)cMQx*C=Q60$I6!ONNBRAizfWu8ej;&C+1YeN&%|t<4 zYr$iPTdcQAsnyF48O?C~ot^K_dlPE@^DeWy=1m3i`!@hbMEB0w^Nv(E(gTfXueAdD zL*!$LlC}`6J1YK^znLRnX*yt2Bq3z`vp}bdF<+-9h_$Y>Y$=~%s#rHPvqNH=JDL52 zhedk5fl0lh(tA@HQj(8&Te`VLpZfY3RQ!GO%QtI4W)UFh1lZWNWM|M}`K|(9QDIun z#0K+`YtHVsUi0MPDK(uyn9ja`7Cn1(B}8la8Z%vxP_KLVHshq(OUNa4lW~JdBPXCT z=Ac{^RCw#%m)3^KS70uj2%e~GYu(!CeM2cji1nLPb?NoHq9f{;#{*XhA+I~+)L>+8 z8|wXm(D_bWpXX<Rb} z`#8Q+xz(T7Mxa-qhjWKv_YiI8J`(}6V_Ns@4A83y!SofPh2|n0j4Y+gP@bw)=r0NW zt^uLOv*`tBR&C94+icGr;kbEp_xQFnmAg*6c#XBOHMT6gZfFePenLtg zf7F{1r@2iuzLD?Y#F^8<HrS*VNl;QC=-^|^mVhbEEz-QD8;>Q7kNF02P5t*n)9sIx*wQ%YOM_Ci_<+S%c|9b0Cg(J)@@i)+s^WS zSbE!#<8W)N)KY2!v!?Q0FNaDS-K`)kTl0A#vR_?u%b};@;qGh~yV$#yyUP^7>(oYM zh8D`FiqDqH=4d|h#?;D7m&!PE$9V~M?9TU2E{T9GmCpTaolBYqJJ9cLy8~o0TZY5c z)^)l~1(MZU98L+nMFj2X1$#2|`&0%71}0gbZ_0hwEq?oZ_GTWuB(OPlipR7*VEEqj zq7ctPH#=xd95IHx6`EeKcJ`0~QP=Za*dzA#oV^5vs@63fzS+6YE_JK9Ap6OWd%jf= z3ywbB0B~t+Ee5yL*UMf#?`)<8tH;ivz$vOP*k7=cj(9?_7(;QLNsXS(v_CFBF9W2v zfOXan2(6lIo->^Gc3?=g<)xqGATwE>Zw^&jJhYu|Y`r%f3&_a%3}HN-=Tu1HSaelj z8y{{zZ#Q^(w+p7HKO~658F|Z}Fse6opTq@yWK!UNC=R>6wA6e9b$xzzcNh*9ziq;Z z<~~%ZR$BQPXuloJY$TO76n`-K6*)!>>K2Z6`oV}I7=)tfGeRDk zfTSa+&a7RGKc)A5A(MZFtm=xFAN54YakCswty~z4xUcF*GwHyiTjNy#pz)>BJ+jJh znKeeu+d5M7w-B1?GrZo6#<@;~6=0KjyUS+^U>xe}!hDP>WwqUWBALLzxEUw2SWbzx z9;lv66sQdm(FOx1c~TWwAHuR=>)>U}z3+cXocGYlf-yPwmQQVrLAR=iHSq?*sCBRE zw+)t+ave;+g!EeeT=FuOSxXKsFYk?G)0THRShOxiRSfHoV_-QW=p5+~CbTu}J7eyT7Ien+IN367Dl_o5O8Y)WNmTU zH#SpjISw`LOn)+Zmx~GhDl2OU65_J_$aAOIeRTLs?(63ae*-U$DF24=q@<-tbrf>cN&q)i%ym6(8GmvHC012u{yvWgvJ6 zQ;`Cv<;XBJrJ*5Ia`EC<^BK9; z%PXOWDP=FJ3L1Nn4x^VQq(fT?(`n}C^Oli$i%@3wZv9>Xau1ul%Yy_xpSBF{C|2S7 zf2%{^^F^_ytsP068)~3tvuWDV-g8J1aakE`%Dy7OFZ1<7L|zxH*8VD&BLgm7Pcl*H zX^pI0ZLK@Z0MyPU0m}Zq2)4j`*aHiL(yX?0qol^?$4>jz1h~fAD20uriwMG9e;0R;H-N- zdNoh(0XiAVjj}s%#bjQ~dhI^Fa$dQC?xu-rMhTxM3wtLlIQjEVb&{`)((<+IA|?t{ zWm+Fy>gN}#nwXVcn=<{^O0ezPD%tp>KMbJxR>D{gx`0%`I$K;KqnF!E+wT=C)BJe3 zKZN2tr^mz2s(-Tr6y)X{(Jbb{(3Z_>|End4>xA4fS&gjeP`v7*=N(JUR1LQ67M4Xb z2UN+Zfkb?K>u6>w%{ZF? zK@6UFj(2QDU@gOgIo*DguR&?58`4UApGH1y_Gq$k?Awnnm2>Oj?L)Qo~VEI5Q{UQFGe%!$KJQL1PFPf&T<+PH~Bxx`+LP0L6#L{Li=Ul{`ua%Ih zxb6{gqmQ9}dN?gKqo_tAiGU@h9)mKX?GDq?k-Okx&_i=&u!pa9mSiMnzVMt@)n#uW z*QIV@m$UKg92{z=oo|3?<8E@D?ycZu{+#Jq_d-dSAz!)6S&yrnm;$SA?V!$A zX1oH}{gzE@>djH%2Gqc7CJbg~LQKt2PHLKwN>gbWUe%y^jrIc?!Y^UWuRe7k9<`0& zSa<0cQ7h}Ndi8aHJcxPlHBk8G7v)iK=?(mhSCH@PP&d5{Z941p!3-B48?@RC{VOCX zUi>^%XF|b$XD83!lZBLceH2$YtBy&=YC<^3N24zm(0nzleL6*4Ht<7)e8Bi2J&J{R zy5L>ToqOk#i+S@UxXdla&v`HSm+^*_^G^F$OBeU;6^S7uG!U7`s5hU~U3q`I>1#}p z6oZIL$dPO}N>1l<zYRCYbJx4DUo zWttPtJGbBE2Ekhw!jZAFh_G@?>d>X)8oAi<1mF?;J5Giwt$d1h z{&88j2UygC4KvHMD%*whGpQYwsk%97j~&NL{xTpTT{<2w#XcL$C(eI&v|XSPY%3M}k0xKj)wZqHh4ig#@s^ z8P5ZU%B^2uXqXH{ptKA`51-G2KxPN>yJk{ohJqFJ`)*rY6w1<1 zH`JFr1ieBUvlrvFW0&Bpo_kzwvtD1KGm9s#qv4k$U3{G8)*mZ9uomZS=YLV}eiMV& zhy;skP@mYoVLE%Bl)eo3_VP$$@*w;eBab+VS$B0X@Q$zb`U z(9WKGmhr#67@W_za`GlZh$vq+hz{Y~z133PLuSxmZ>zA&Wcy}o^g47eg`2w{OHDiF zovU~6S2S17^H?6Ic6duJNoH1`OH}a~V04E%o<>(ZFT%A~|5oQG=z05BD~)H*Mo{&y zULEGX7K#8az#o!PXO2B@vChshrK4nb^!~*(K6;Fg<+GY;d^JOba;`3Ib1x1- z5JYL*O{EzEbEG$Hp7nEcb>j{~G--|Vrv2e~x9m}s^U3>$4+m@S-Xva!VMxa_YAdzv zoo6*a&N7*i1(nq+3bNmjU({{#yP-zj0M5FHG2L>uQN*?u#t3Rt^GNlf;rEBcRmT!Z zD3C#t1b~KJ_)gud-3U%&>^fe1F8NGD?zPJI!R{fm&f_xGmGCK5j3T7lfugdul^rIH zH(9OTvN%l5D;-tJdF4b_VGd8K9)q_RX(2mZdBD@D*78Q8Od@_M*=W+kCwBgAQrkg_{Wa-SgL zLPvXq&a(^IpBGn4o;~!E8`*`4kmsI-cqnZ6_sICYJ~BFTy6qL|rEd{8p4nu_*8?HM zj!FoItB4mh;T7)uOGGekTRnOy?;Xi-py(+0HQkZ1u3>qIcMc&mG@jl%=5q3gJ@Pau zFa3?YMKpXli#isn^~%1fS_Z+oUjqWvpv2#Aa7%l@$B#{BqSi#u*{{z z<&cj8!dTxlbIpi~aG>$#ng4nY%HsW6c+L0+#)6&p7V0W=gv>!<7>4YVCD%bn#a3iH z%>4IxoyuZcsK(9A8hj*73p!OqTsqW?KlH< zYaO{7zeX}B_~*ftPJ*F42~_4y+7?-0QURi^q%-5R9(-$8`K2ji%39qh^54I=a90}V zZg>_wdd|V-M3?8vbAr2RBG8#FDoxYs);l9ze=aKdJ9?cLu`*sYO6=|k)^>#YH~??rM#o;J#~ppdsQ$w&q)<3L(*}g1 zmg@IGroRlQhZvQqxX@-q(LBR3o}nQEbn#9jyZyHyl&zsZI(=NX&OR8>b7rSj&GEy< z4g=f=#?XDMiz#wR`zxDnltM*3$2G~Bv;GZ)}?qt2x zME)NIl_v!OMa*x0xF}y`|E;*E3%no4nj8)JuM*62Y^0|j`rozz3VImcO7rN%-^Lte-=j-#=u^S z1TjHZ6_x#?)&xTn#p_7Rp!_zYvx}4mqegh`HOW7Kpw0pe@&vN>!;8}Ruqv|YnJ^>ROZk7qF})SCQQ6msOi7>v65=Q5jzHt4d)L{=6_m| zl!42q$jzNH()`z@#z26L?*Hdo7-R5lQ!9xk2dD4fLO;#Fe#viDPr{Fjb2=N$xR5Oo z+4n=C^+moH03}7GpNAmuxgI(Q1{)i#XDhU!(@S|a`%vnjIIaAIZwJeWc1=kieYQz+ zK8dfZ<3kuHZ_Z7NI|FbbF%08i1?h>Xo+OSnR}ptV2$v;K??{_0Dz{cl2bABi5D;c$ z?K>%hgh+u{b(p*~M$RRGKEAb7nF@g$Bk}dRIh8Kx#omMlg=??h2ZpAv9hb8MM4>3^ z9t@}aF#+&n^Zp!ol>GPR387Sb6F8{6jtN z_OwNn=|lHWI(??mp42hp;oH4c7E4>_7u7;;GCT!a3aR`I6%uPPL;^V{M#gLF*I#hj z^W0C2U_QLNhVu)>!Xaj&Q%FN+9pfV8D;Np1#KbE~1^n1Vr0LN5K1T^_(JB_2*jp%; z#ouIbn!7Nl(~dc&a#`XlOnx(1K4?~vPv_h4SR^|HN;eMMc40ab&l6RK3sn*08Jj5P zR}!iG++5mk5~(CQQ)rN+k^3#a0A?2AUXN3d0d4Sx5TI*`99C(tyn`FJ6=xjfx?SER zitD=XmQ{XvKEDdw>SDQ_v3Zw(Td#nStu;a*!Nw(ocC6b6IQ@p=e#>&LQH%}O>ST9+{RQr8d>hBLk-vxb!*oCDR`DImfuD!w14W^cyM^ao zxSFDh{+;s({9Hs8G&@33xdk#%*i`5FTbjt!NszO+@f(QQ6n7_W)VOJxE&JXTJa#s05THRP3E*~f*AA=)g>5Gikt;oyy!*(pGX0BD9l&L!F}!CR62#uU z;AHj>wN?uZFF8!2fODSoQt%OE(D1|%po16V7j{%yUg;I6@k)ElPl~V$liY4d_GPe% zA`;k-72Cfr&@Czyvz=u$1}8IPVY!>!4KIvUx*In%Y+NA!7}2knMH~yxvFvf#yq~|3 z`G^$)Auer`Z=J6E83XHD*H}|1la1iqsecpQJ9h+TL?fPvXVI=rYB$+Yrm0SK?Y$&z zGC7ZorFJb%tu&st*_l{TD^Mv)_Iez`F#Ex6@*9akx&9l&7B4A##Py0f=kjcWW90ly zL0Um<%ki+AtFsNABLOP}9yMO_kiQ{}rc8VKQkkaEPas(~g;#<*{{l&^`eoH-pK*(4 z(w>cV5Ng}V-TO_86U>_&?M9mH*FB)jLTT)s3^14Qxh)oFcM%G-X!_5i$-5r`E2G1NW_QPd zz%zpNOvJ_k*Ci;mv*q+CbW*mpLn4e*`lb~Y5qr|~rXOr_IsYL>hL?Qw((}AMU0I_+ zbpAH7!Qc)@5~S~G`K|d{N53!jUBZ`}U1IWnCaC*QdL(@?k2rwR`G%hqYh?S5o@mKi zNdB(fhN1K#BJ>?=S17^jla>?hMkC1n=(H)DdF}b~p78u!r8;F0+>m#Ky2_tHn-FFNH&Hoh?yLwJXor7&PcJ z02qQO*#W5TzRDww`N1*w+`T-wQa5?qqdP2NY0qO1n!lC|<|#A+N#o_B&XOCgp9o$_ zzA{B}9XHeuj{z#v$a>u*W8Ny+TBaDV`_~?3%X-C1B{BQ6RnzCL{Go@Vt$?aj!scVq z$BI;`J=X&^xAw7{h&g_XJI1mWIRyT*L?52ntKvtY@2S!f@oz?G^&i%YR(ydfdoAm`$@4S5#d-PDaS-i zH2`~3-*cH~{tH@Mg@ma6dq*!~xNnWyoNlCfOKjZ{`5!_Gu5%dLkP)opN{f!3KhNE6 zL~s^>g^2jK#Z2;j64r_WNW8?R2)32_ptJW4HkP`iBxEt7@MltGhiP(zFA|S~T-Os% z9BfC1&B|eDb`P$CB>@2_>Z4qd66F021wf!G$2ujR!@66?ef8I!Tz&&8{vC@DjM0y; zr@|sWHS6K7fO?npJ5`23CXA~?3*4NVz3lMQXYf0Z>ALF;35zj3xAQE9No%^enS}FG zje+Yb9~^Gn>P!1UiMj`U1gY)aY^@eZk|-I)zprDjgc#VP$*sj2aObb z5dUnM;@sR)(=7BUu~uJ|G?5KRKV5_Q&xzf)TWyrH+?2AHy|4QS#6@n6cTlpKFTsV8 zN>L}>bAr9Kr&YB!&I~GrIp^T4NTotLxilJp;XVH7RP<$a3QT#rUKB@j%dAZWBZ0j{!wIvM>_+f}1U9miRi!K9X zIWo3?_cVo>i|}pE-)lIQnE$$vBSO)O5Ec<_41LqKc;zA!Ra&!+} zYWwRIA%#x8;?Mm#=yJ)eU|LVLJ|YSLBamKpP;UNoPwc8eBfZC;FK}x{Xd@WwEI(9N z_+kR6GeG+B!pEFMw!~NDSgC{2MFCwPnw07n&X($R<^;#y-!>%t)Oa(G#p0RG`ZdK_ zr0m*e30t}}T-oW*X%#=QYXrv8t7+W0V_4>5wU{==v8nXaOT1NY)nVWaS;+m0b9zZ< zV_j=;#@(075UVxp{rcBQ5Q+76+$Xf)I_O;O5l4dj?mZEGspMJd@WF;9NSmzS0G?@{ zRpb3c*9++k8oLAkE*g(<`~szx81v(BUh8%gW(+%(*#`H>O-E6@@_|wnwWi;9k-8!% z)vc}l>m>)=1s^J;b5F@EKShwt@T0`=c=zTtUux$$1e_&ZEc)brPSK*pAm_`%&tP_t z-Aj{Vsa)(|4n-Racw;-OC?1~nt>1=9v)ZlUjm5`l`U0+xfa2%{ea-x2ocP6FqUSq7 z@q2ynv?Cz-Rs-D{$mpS$kVLkwwm5T%-KISlztU6g&P3YiO=l70?9taBc~R%Rpr{*Q zC>2Od%Ul3|x^<@UvLputnO>wV4_bqNF~2sv7n+3n`JwBqJL8+}dtN_WmXD)2h*QI% zw``Bzc3?BL(JP|G+22XFnjqS@8Ii;6{ItH+@=pP}tw?+ZT&W1ml;`I0v0V-RBqZp< z(lghG7j`L(kg0q*j)9bcP>eb~5SN@3HiTKTlF+p*A^oW6P;l>}sXFcOMn@vSdt$)vwhAT@r?&OeIq48l)vs%*djHA6o@{$AYCjx!~pfcT82%hRk zIjDNb@ai>L$~<5hQ`9|(cODdR`b!I-~6uHSj`}IpKNk5m&kj}#|q7#@Ap5(?u>RfgVtM`rm9LCeznqde}+ zxk;+R@Abc0$Su`2HLYxv-I!LzJh>!3W1*n$kXQZu3U315p`kXZ#t!yc5U0&Pg=2Yrh^Gd#RnLl&QF z;e$0#%8k@;Ao{)T)fDvLhVM!yo}RX7vJ2DCWvS@UTmIx~&@QMhB897fZ9sMAUCu}l zBZN^SPhd`XAk-m~#S-u~LED>**Wq<^8@Ke!1gPZZj;Hbh}! zv5}%E!Tbi#P*ROMAO%Am74l4Hj{W9w0V8<#8B>bV=SCN+6a!)3jSjl*;W)O|mn?=W zNrPe_rdP5PdPT5<03D2II+2ysmJ^k|cn*^#HgAv{6^CT}%h5t(H7Bdc)$V+{(rplE zv-rj=LRdSkSSL$EX~ckhXDXj8_YC84q5+va=>wTGggMi2P2Dh*SyRUV(mtQNN6e$R zr!LU8QPk+;8DGZTTX}L5z70<(yfr3X=4+bbCiAcmd!K55UVj; z*Yf5(^oY7Co&aTyg(W4)ojzT-ar|&9#p(H1{dLkbu&=|1PasdH7G3Xa`>g6|OO3&2 zMQIPV%jW&fmBR#k)Y(099FEPysRG$k>0iwRvEzuC4NgkG`wPNM7p3bSMQzFv^_lZ& zf?FDw@fZ{JzZT48(hN6#{K{y)S-3t783+hGeQ`1c{+6$e{Rw1iJvpXfYxdBp2o&FU zKJ!+MRo5oEwb^vgx}UWugbnC?NRu#P@UXe}`0RNb^OPy=18v7 zN+#IdyiNa+zAbK&08Ren0+?Dg})utSOrD(B-f}ouk3d`h|vdp*WVT9e7@}u#YI`h^y1l!)% zNKPpD(snA?`zv9435<9)t6@iF_hs8(%`{d}OIebf9wS;(&3-*6twL6*1{Ad;qAzJK;1?Y&uv-Y4Dn zZS7*-d2jdpKJbsWrS4Fs*FCPuj_ZTgN+PtxO$oz%qIm?{PhsgMdPkS1 zGUaCqWX$TnBO3@G%JISw>Rf#%S!t|$UQj2JCA5KLVRZO~$G-bY-J6NDPQ;G=Mq}rC zj&C6N*k&tr=Pd+d%XzDUr}fg##<^DC_0V(ed6%+I_p(ht)|k^&*P{TddHUjQBxh>d zt>}%zw(~HxP9*5{sq+xaYdenOc~%eJtN?53v+cowY>)eXWaxix zkxl15Pm^Ol#UX&*H;#bGDnfbB;{3a{_^Tds*kestnV4CH;_KfCw}TZu_JXjf4>Rry zWC?fFQBwfvE^bOIY=g#^i8_jmMN&P4dQze%MT_2ta6(a%f(84B4yQib>oKFWRMQ|X z?0yIOLluoL5uM%1)#dzd^kYu(2|d6jwTL|Gx1NSp_J=HCA;q$nN(v)NmuQqQCfrz) z103#RakPlRDO@0=S1W$WG3H4pQ9WE(laZ18DyBQhmNQD-Z$!SpjlZ<>ypZelb0;$lzADr6%djJ32!ap7IzxybxBJT^?2~RyX zsR3aVgf=Qw2&{(>tf#Of=V?SR2$4<^vUG(i`_mVdRG7O4}nni-k?Kox+VryJd>f-F}8quOR8=?BQMI`58J?@GO{SAMKZ>j7%tR&fGM{=g}wFU{3O1$|+C zG_zyM!sgG%g+dpzH3MW`vx!qxKhDv;nXQ{mM!L zUJ;dq(T3zc7K3hKoB{Y?wnn*C)SW@&o6nbEM??%V#jfJ!3Q^LxZi;~Kw@oRjfXBpo z5|6DOgLZA02_Q_Dx>RLeci-R@2%Lc#0G1@jO)}~&9r*Fusl?dIwy`2`qC`a-FT`up z$;qi2mqqL2z{}FF%Z$J=Klo#zjueMU@A8*g(>=AB3gcigaq;9zPuBYV{ofVi0VP^B z(tbtd+a!v6Iwl2@edz*C4YdG26Uas$uB@nCp%SnnodT^#ek|5dLcwGHw3;pm(t5nv zBIhleZl8@=Y$3;`mww5q=OT98J-kTPQo+{O*%K$$HI_Za#AKVo+ld#rkx>2azu(8@)>*wNNG9nP{krV^tBSec))XIqZmII@QnXr-w7WKJK`J-zd_lNlpc74XLhEO;$-` z99vgz1fu%;%!{Oa)d^p4=qx~N(xs`q>rE?5(hH5wafnN0u_x=% zA6y~^KYSizUcVQ2Un{B0bxHF$?ahuH*ksX`UC5J5VO5MeJeZVGgSJR}CmmM}rtv7W z-fR-P*DKgYPFj3JUrk`uqlaWMHgRaTn1#y%mZ!8~P$}Ijjsd2!)^vkk0V8eq%6gy; z8uyLdgh8E5XbUt`XQ{eiFqKryoH|~BW2Id?Kafz5iu=lJdMefmBHKMk zE~|^(`}oRhGbzvHah^9>0p~__pmz7D&GZZF{06m$lM+oK0YfN(VHlXHhFI6kpwnTJ}vG#itm&&K9NbeQV)$@BQdyHmsZ> zh#{5Ee^RP>bGjjuBb@jn;Ss!~SXY%M5 zSn0gS&7hSN!i!k!Ur|+X5B3T$ckrjt?bvcJ=|m$4LAsh<@C*ZW7_Tyes~yfP@!W`uPwg8 zfVV7aJXiXw%3AXj9nES5Y`pTd40*PRbfL~uXPyBPuNxTv+`>$LWeHJl+J$McarDLy zX$!nb=C)u|Euu-aU27oxfgXq48~r;wee_0kr_$u8wZ*K?Z&;=>N2j6E%=PFIBrZ}p z9Bf2f$_kD`ZM1R&rgYf5ITZx~stj+wkL>38O^u|YN{;=4ET}nlnWDooBBXPB5e@H; zz{kEn_-Z^y^i*NiwsbX1ogc9;dxlxOH8k*f!Gbpl!ma};TYugFfJtPOY~4O40#@@% zEREWIg_@5O95@e#ne<+Lrl^i8z(PcaiqAR**(HNi^10IDR(?n*6cmH?a%9*n`` z6tgFGn0(1~BUK@25ze)3qciE!2k&?lDdc1}&bHiw%lh)k#Sw{g?e8U6hSZCyX7|GV&@2>f?O0vSJD~x!JKioK>HzvCA=K?;bLZNKZm~xSs+@0x3 z&ml$)it=AGump3N63rqvS3@3KQUdPt$1+y7mTN!Z*FTJ2D9RS9mN0fWV<9lhg{!W$ z-g_k)C_`ae$YXjwO7VH$Cj!23eTttJi<3%6UDCRVjqwqGoKDy{9PVp2KmoL@zc1`Y ze2PsBfN9gOGuYI@(`6-gPv>=1E9WCq`(`OGn>inG5#*W8op%B8#qbFBs zKEP`1Y@=4@c_rq6=%Yu<1lJz+*((yP;y}rsO(1_?3 z{+&wW!U}?wgtANx~|Hfd$q@&FD2r@-#b@?%N@_=34{fx_MCo)<_ z*BKhM`E91)qmZ-3ohHjCrbit!9rS4L48h1=2WR+u#~JMD{bLZNS8#8uhM&Ol&UoHL zVSFExx~Ine``2&^w&dPj(%t~v8L!TzJkPmiX69`3Kj5KfPcR|feNmBU3m~|oPV#As z47}B17?$I8z=xBDdqkv~LR9nr;z(m?tB5+{N+lr;D22k4cP`{H9av9C7NFlB!fb*5#Y_ZJq0`bn|>%Q9g&+!&+pgqesmdW0gYTB#Pp z#oi<&i&e&yP9j}Bc@qeDOs9%@9k!1}9u}1i8&-mdbINTPfF0mJFZBc<04y3vX^0m7 zic^n|n}ZuX2m@UAe_lD7FgiJ}hPX*l|L_I)`&-nQpMmqDs9fA%rk4NX3qT>oYP@3k zpU?i$R3im`j!T$W!0cJ0KuwcFq~b6 zgxI=t6_-Ed`EY$pAqnZ3CL+BgEFVE;)_N>9+uw!_ZviZl1NO>mN z>LnO9a08`JHTQuVStPf!7uaj3Ntq$6Ab2w=j=bbryu{iV^ zPi(hy&sC|L8IT|DZmi)(5S5pKg(~kqNNF;{m%o}JG^Bd(yK!&fGMm~X$dGlGtSmjUnDgmeK@^km= z*SwCK#Ur2WBDH}~WTyW0Y#yHJOa?gF37wRW8sLg^L(jGb*p8q_0tLEF-y85rNm&3Z zorI@DeoU9lAU;6^={qxKEdWi-wXzQeast-#8^D2|%6#OOwFvL19g#drf^3KCC8t>& zZ~zr3btUGuio4k3(P%e$XuSAt0|*11r#9_$FOaTHs)z>1|k%Et63)=|EjtWBKLhW26UZ*D# z4xV=|V=WR23_3X>`!g*Pm*j6L+)vlz0id!%`oWUEQDiq$#KWy1>xkf4wUlx9;L?Q0 zS@E#p*EY3Q9nG8DqOzQi1-)YKzZK38AEJ~R<5@MC|2itpI~mK|SgSS9>0|_Z3_L#E zncfHJ%T^nG2<=r^^Ns@!egi%J!M!2TO9S(~RU3f>dU1gXI#}A(%~F7O7ON#x*LvjZ z-CqyKE|8{-+f509r}ni>@!8-`_|bAWro5ycJLt2O5esn82YQbrl6bj?n_nYtfserS z(>&IUoOyDPNCdQxsQqN_&9?fyuB>{7m8<;od3F3ZVnU8@fpeef&T8N$REDk90RF^^ z$99&Q{BvSKn|#dK?(THcNXHm-=8?m5N)`yt!(QB+t7Omr&>AmW!clHej$_t)qaV+r zYsIWl_P7LfA44%iJaj?b8i{T4yo@r;0KWoa)Bi=*TSmpTtXi>aJOHUUwY)`4$BA zWoFW%#}&TG@06uVVDAGIc4-p|$y>uuBY1&O4Ho(py$5w#UdsN2jqR+H?M!7e9ubCp zwV%$!YO{K{?b++xk_eba0aI5c(8*Rp&-2v84>e7fQa3@qd*MebXnkz%B`zRXr0V*#sg!A{T1*z&FfM}3 zaB1|*(-(fVHqi>=8qbXCHpeaya^{rV#!yHP4yV+Z{F&TMwRxl2?4%j1mfQlQ1;NIH zm<}E-E|g<93|bP##*({BZE2iK_0}zI$)@}Oq$pN)AHgpHd79~;Sva2^>S@plt7-+t z3-iWqR8xrjzR4HU9*$O}G8^sD>3e#IogT6K%^S`i=K=I{Ell1Cttgx8i+6VI>CKIT zS4UC$xeJ6kU0Ek5^py2=H-c`7H%6uJTt8EK)0_dZZV0VzHNkTjE*+z*(*Y@PsU#fA z4V%Be{0YGd;}T%BOW^A9^ZBc=9VY=Sb`?^kZ-5ow{ev$&&YF65*ttd|f)nEh>lu*( z3HJS|5;~?1Aii+6XIX93F9#KmXvBBN!6seZqSe5jdCFn(XZrnpmd|iKK!+OCQ`3ki z1>!ZL&CV@!bLU3?%uvyK&^uR8JMr>^pOa80ePy*~~39g(4R^i(Ti5huBRHs&G>|2|&l1(gHaii;ZU#2e=Rz0pW8uCp?@H01xRmwi- zd-Dy`zl==St*q8AnQj>94?qBQ&$^~^SW?R3>r?TE6C2^U+G$tM6E7|EZLz;1d8z|! zEpnM2-o6*j+kEG;V1!rrH(~hW`>rmB7LXI4ibr+a=y$1K{X(Nn`+okj-M~ZoE47et z6oOSi?s0X4TtCeT)hNetVHUREyy^0J{gHx3fYah$t5rH9FzrSuU=^u1klzjKquA>nOK8kSOM1A$djp<-X`ka% z(23TprCNA>(LAm{9uBkw)V%NT@j=X<(Uc(P{Q~X{48W z{v*)=)sqYG%s0EtXR>#Q0hS+lWLeX#4-xbGir-t=jasLQ22|?^L3F5N|E;0&iJ*^= zoOV?{`D;vAb6vq|QUOK(IwaTz?x7&`A%CMfuKih*F^2!uJ#a$6=S>>_?i<|r8^4QO zQg9xnq3YjP8#pw11H(8T9f}_y`Y*_mgeLU(C6V9p-!^Vh=>9mj&)^@4;-AADr9_}? zkKY_y`1kS48|d*%A&Um~KSkEx@^?J6&NjJabN$!rDk7xH&)WzOS*n>eW@C~X8m9Zv zz!8m~lf;W_P`#DrxZy~-T!MGjb+Aq=HD(M)6jcwK*%$%L==H`*3^I>nM3D%J1qL)mJBnfDoY?mJSvSmArE4iW&gZL1X$7I8I+{} zFQaKxYVQ50gMOo(;BjzR?0eyF*bM4gqn?oP<;{VZJf&8R7`k#X>iM2qp60dgAZ9;6 z1sJTDFdMo^afG`EI{tkun%CsY@_0YYCmL5h!%{TX&}h_evbKSDcKqj6wRex{oX<)2 zN>c&_56@0Bc%~lMpY4=)A_226plwV&mnS{mV~`8j$t8^PCzeJ7EiEZNlN@yYdG(vs zc}qvWc6Rpj<0=0xXT1xvT@`}RG^hSN>NZpI3DWs-bHtC*hB_OX-canTw+tgXK$y#4 z@x>yF=gF^CIvZTNMXWzKfZd#5&MKql>Y%CSY!{adtYVA|y6GZTsuKDF4 zP2IdM3KSjW+vSz=AW5#lf{e{4=Ra1O9rli~6GkF$7PkB4(~*!v73zb}LD;dd->74L zuT$dp?i?Kvfkn^zGF1-g565`reVr|wEF<~uucwnDDni! zD1?*mt&bn5>5ZYNOLWW+3n*V9c)H17~Y(ztUtzq+t@mg<`>~JH zNc4>UYCbCCzuiMsTgbBy**C81ImJ2(C0*khihxN~j*aEN$<}3Hu|D|x?L+AKj__Bb zjYD}qr;>uHj>!GTFNb9MKG!e)AbI`Nlbe`nU3jUcTUiH*cuY>#$l4Sm`RsJ#pf8v% z@CRXa;ZIN50@6OVSqsR6xQV6ij??XP7S@$#se5+hyB%$RH??Jc2lDA!mU2*w{*3i3 zIY)z4@#F6n@buF{&DrI2gOO2GbNfRjWILq73&A8PyVb_|)sM$t1q?0{6NK}bFavba z-jN><9>?P`wl6q$rHj=gVgX~a6yUK13p_nkTiq`I@Gfd%@SLKGpIJD(%Nh1FhvL~f z*+mS_r-@j_mTiDuVH60SG=6K$E2;B?{?*?~44= z3#aRtKgzY>RZpApbW7lV`Y5WSG{WJ~=qN1XKbf4(R$I3?{jvi~;cysIeNA3yazLS% zj<)7@8N@L1iP_Hb7TIFdp+&7dXgc4()L@UcO(;ZxH9;-+X1efM_&L{(Wlst5$@G%J zlVN4_lz!HsFp)~YZru$sczx9&m^HZ1#BaIq=2@d!$8=PWwBlhKInVgv>K>Nuot5jp ztlqgU)C)darG35(jd8>W9~~Qx_mQ9(e=FA3J*RvHb}1{)JfA&Pi#pVr`OPoKdbwO> z+2FKiR|16hN6@}>JbI^F&9sK%GSJ)G_k-O|18o%EF-P5+SEnnWcJ>Q*u-p=HVp4H@ zw4@$M`@~AfTC#ul^b(PMSW=!K^OxY|zO4`WamQt@xpq7rBcu5GTE6D`kVzJp=Zn)x zz3Vbek#bG3Q)^qqU{4wU=2+5uW~+4OP2TJ%2E7`N6jUZp|>n3C_N`wS!{nImZ* zqd}-ilG0wFUozM4+mHNqWVKC7>)95x0PHFQ!<2=+(o4$U(mub;I7Dm{*$T!| zyPl8Q?!nh>u96$zdyKB^frpQVp;mLv6AP$?KFh(E-ZM{F67!$u*Q=J=j7zi-79iG4 z1ZU2C!jJ^UgdGre&UHsad%!)fSveszi@~PQ|AOFf%?U%47ynZsgZ2d;qG(m^6@Tq% zmoN+KT5#3~o5lJMhBJW*ZjK=7J z-H#S0bBoly6-e8kY{HvnR$=U9?p=2WVzqvtBaaI;m8cexdR*}RJSP~NopZ!Z1;AdS z7ha7i2=m_OfU}3kNdhpfnVqF^`-IT0R*i2)&KnO_cYKTj5)4^Gh?AmszY#s8486X! z3@(?1MyvDFKsxbB!$47|0NC?-)OWt z1)(?MOU3Q)rNCf#e{?-sGQ!SJLcCyq`P*m4HeSDAB-X>->B_DIaQ~vWy5I$u0Ji>* z+qi{afW^MyqJ5pw@u9w1pj4ZLVX9c|>}SslUM)m|ing2hTfaVo{xp>mOcMkrswt^8 zmE3Fvv`2@)+UBYhylBJB@yiH;0X?FDk<1!}r}N>wSRlYO_pVL#o6mC|?MHd{p*~0N zJak(9oo5YzPw~zGhh9P8ll3B{;^t5)CoiYtMl=!E&QAmT%hXrnyOE!O6`U{Y_9?GC za_nlK0i=2wFpkhgFv%1gmH6$_f>J5c6P&~$PYh~wmCqwBQ*D2zAte1UQ*Bey%KHQkPG&m%JjIA{vWj=fcR29!2cY z*7@G{s>C8~s#vkN)!OGVLvVa65ywG-K~W(({jq4VjN|SQRROlR1k-8#mF#f#$&jts z&;m$$gVKutW3$yNMMAY(i)vuZ{A~?n@otO2IAc`*tFtm2TM`Nms}J;nlAXN!Wb=T1 z{)so>u3q3hkK_FJ`l-28C3sGal!(`3k9S zh-U;ZpWBivF+5rjexO@sQYb_PvPGnLSW8HnhtH9|-Dt5=~k_8x72X(ww zeV;BW(cKxkYSw_z1-J%1^1T~!wbnhtAO7fi`+7u#=OxIi-dW5BGbG5GC$SgznRta4 zqIp*+3>fJwftDx?hl%46lHPcMcqyQ7>*(lc!~j}f?5Y-hn?uMoX462sRd(qa#m#-w z`kaHr%e&HX_a(nYvGYl#*FEUznquk3dItAH!B{#=DD_&$V^={R>!u9qsXbG!^^X#Q zi@?E&&E9Qd4z(NgWx_(KLv%m{Q2BMZJ>2gdjw}6`wPTdY3%Dy|Z|`J|Jp0S8NHZUS zj0xl?O-IW1*FntQ_CmFLFOL{pptfLpkGq?R3X>Rg?8hdR+4VoyVQ=Z^MZ>T|8`O%xFVCg+N^<{W z*PjW3%_bB)$qVb6U{p1DK=!U(#33y#f~)|+o_9loMapLRniB|T*L%*U3h1b!`A?nq zLk+FyV%db6urrPFeD`XhIE>^o?4_0&S5{u&ByLx^^}Tu)_b|nJ<`=DE_okcbGgS=r&splEnOlzs)~s1QttUyF1WfmNDDQ412E&) zWMk9U*?+>7EBXGkr`h4+Ojl^Oe@Ohi`d2?k3U2#*+F*J>_e>sig>p(J34}+2+D{(d#@E2@&%H zkdB#w$_g>b3L5|+RhW+MpJ79A^$~V%W_eA-pJbPcxNWQzCjGfzY5fOWLwdf%`Hxqs zO=)HbXqQeeLO2!`?$#nHR3M`z`ksB#wxfsB=w_LWz3hU(dEbYgNpNX0`p07RFr}FU z>XfphpxepjKqEA+hfTW3pEbtFxQ&|;guH@_^Z0n+-+ILQyN`7a5xzv&%~r)oTAv!j znzyYhjpezMy&66RmTXFoT~7&~y4TST#}Mr`BU$Cc)<{^hy`+fjRrh0 z6{$N6{M#Vgen76*zwK$WjbQxXpr@N*pvYBD_gP5sGw7^#vOMLN?wJD~J#EsM!I(N9 zWxlrX4*ZOVfPQHDxF78nw+6(2i|%xo_IG*}h7a-JEWY8kELLTJy8ZH9-O;C!8aJaYekHWalVZY6!tS zs1mnYD9mhq?C81^$_eGPZovH0Gk1O3+Ic=rbHxT!w&|Pbn=C+>KYy?m*q)E``T;G? z2bC^g^^+S?Bc9~-I}}Ci&9FH4r-=-2c0FLBJ+NRP4+&K)Hx34hk~ZcVXnrl|G}#Gf zR9KPTwd)hqXnp(%G0(8=n7S$E?tydH5iQeCo`Uk->ixp|Nq}E#f z)<7qeXg%@c)wg}5iEj6W=SnQQnb*LV-^=z%7}f1;%9m=~tud3yY8!u8<-#vJmp91x zxzJpQViGY0d;XPH6{S2}vaDd9S3zL=^;)K0l|x-upyYYlR5c2nI`g$}mBLqk|6F+7 zLh1-xT%$qd2qedqaG@Pp?rL!W4>sSU-gNl8wJz-(v=K#<3ICcWYPxhj`*3^7bh?`s z5dYcKC>wup_Rc)+p?LsDKzi%#biEMPYmWg?sXf}+BVEG%!uZfsh6?3i=qa8oeSSjPM8<#r@`4B zY}@ihWA}i=o+4F4uT6^Lc5R*n&e7FfFE#xL<058O!+HK*b7I5-I|1E#9oO{)ckGZW zJ{;IV6~P-dm^o8x;5R#2(FO27%T;&g=416APcxRy;Ts zTPg>ZA0gsOUx;d0GBdq$jQ+Lk|3?4zMymgi*q35!DN`2?ReU&|eR){ZyyP5C8k^1{ z7UhDtbD`tCJ4p`4TN(|8BO8(qyAV}kdMthxmmi)v=iS}iZ01=**19NembOvtQA_JJ z3u?JbneRupWB7l}yBx$vee*O~P*IHJiWF5UeZbjU$OrlvCHEp#;!~-K)o#7fGW1-m zP)k;@s>1$EKj$&IXb%|un+to3ASdF?g@I{ooQHT@X{$zby_5|n6 z>FO0`cqeTTNBd|sTpU987h-t==VO2NJ{k?YLF??$^At8+(9-Bbsgdoi)=a=+GdNha zVMXdolfv9YZHwC6Sg`xD{<7WB7=s+C7mVZ73S~&wa{>xZf2Sv2$+7O?gI5AS&81AF z$BXlqRiTS*yv@nIBCSnXt4qP6zqOtg)fZcJ9qSRhn=V0So((RJP!XY**3GTSuh;x_ z|NQxW0teqmy7tvxq;3tbK24l^ds35zU<^~ASVk+~YK?Q8hLSqZ*5-Q6uwuA4oNmgx z$CC&9`?k&nsfRu|_pC2ZCEoRO^!|nkyzvi0DT%6lmIQnCmE*E|i8%TBu|_`fqcFn5l+m5Gvna8(;H7YsI;jOr+~-2RjoXfSAP zN%LqhUIiUlE3Z#!uYKu-mvxRYgWC0R0m*R&sRs3J5NjD+&}4u@LlE1eL6o^5O5(eo zI01Yrpq~-GZKpAPdmU_M1&ji#=~%ubX)iMQ46gy7O-apZoTG0_?1_Prn20!SDq_>*@D|2XzZ z7qJ>0w%47azQ6t3!~B<&3+UKtz|nQHnpW!NzkYBc?TZqtFM{^Z0rKBxU3Nfh%HOH1 z_TxS@Hf4c?_OL-0GG$90B!z%Mz=((u^mNaYL#xlcYan^3009JAlaTTQW8_4E_CF4v zDaH8iF7}Owrbp?U&ZVR%D4)2L6ZeA^GgwXfjsc;Fc6*ncXkEB3%Zr6o(q5Qo7eLFi zp2RUdQidV#-pB(*x5WR=5R7yBJtAW4b?$f$ScF8;|3MslFZ~%F^Uiq3?tCOs!6X7h zP%A*ebK7KKyGJ;|sdE?bi2et?VRvKj@=pqdt6o>)t5qX_sj)E_7m~a7aEe8RnIR7e zsVTl8{v7Wa9zcVoRytpRlE&W^95Z9PaKQAg0uc1`UjV{5&5I08z}}E=4SVx$1>j^9 z$Lpv$FyDML$o|%FgJgt@mbx&iZN5r?BiAJkTh_%}zWOru%Bjk@{E-Xd+b|>NcZTh_ zA>rTn1PSw$OPBau*xLly5J0iwk6m4Ql=Rn@;0WKXS+Gsxx4Yh-KPkWa?AWadmTU7> z!uip_nY$^!)?WCfu{Tv_*iFP0?!wZd_w37paO5KBr69gxz8&`P8zGT2{PCT2z{LTk z>p^2t!z1BU*Hq@GwOl4a1^&u2N}J)=pMJF->>^BTE9hU)wWy+R*594QkX2=Vl8O#y zty<=uW^cGCwUl6Mf5iM`;ORkB=MP$JUVMq<2^dUiZIkXlj%r%FJ=`FVJqA5wcrBs? zTaE%T!Gkp`eI4$d++Tiv=X3s*)clzwSNBBQP@B-8urEodEOEIEaAT5YV9r+BhlSso z=VH@oX+V`eZS6%;)e@1xWc#>bMEq+2#*H2JkE}<6r`zyetNs3oibk#UyLaA)8Z&_q znAu-U;!;nZZ@3h~;!Gn5qz<)Ic{eBl90WY-MjV0d*DnY=wjIw!w?gg!-6DML^lm<2 z0}S&hbEDb86rDVqSN*rbwQUsqAL0aq#s>g7k#=^q_j}Njb4eXk28%}c0EWtKD#aS3 z>33d7AK2XXJ^QU$U00Pfvv;>feL&v6+i{FdME{;A3cVRL=LBogVD z!Ueo~Abg*}@s50h98ZUXS!7V{_2Sv)3Cp*|XhX7miB*3G^=%iub4@@9wEDh8Zzh+; z9&obgaV>r9aU2Vn7Y^qJm>|p_Y>A6B+d@70P5rAjIv2}q%J#-VWKJlqZ3KCCCsa90)M--aOS?g z7vi4#2(%3PfN{}0p{JwSenz61ZT&29tcN@*Zu@61l^FY57NtxK(83=7M+&P+d^^Uz z*V{x*)8SO6nl1Y1YB1TQ_sJ0#r|Z*~lm@#HD8cqi6k)>s@h&air8dWMB%$kWCU5?s zmXNzkOOK~8!nI}{?OWrhCF#cg_AO*N0F?+%^8uXqpEk1F~9b?zx=%G8&ae-5Z9(qE@Z9$epq+xDY_k&NqW~Q|5CRcKZji;OBq7N~Qk}9{KXy+4;}BYXUgi4t|m8vZzEz0_^|> zzg%of^8zD#u_|k#ulmwWC%_JO3BVrra|ML+5f+317ifrncv6rQJD-8e4U$1u@X+R- zAt30Vt43QLXgriUCE^$RjVWeb_Ub=mjE351;k!OOl<}dLcd35M{|69p?nq}_SDYZ@ zextDlKoIbQ5K%B8^%8G=0SH1IZ?VYm->RBFQ=4u05^Yb%v*OzTs>9yvCVuguOMt?V zA5Hs0g5Y*>xh9O~dR+TVBdbLg^tkDGA`pJzalqH5zO!9i{Rz;-&Q1b&bTKX^t-- z?i_CpCBzWU)eIi-dVnuSM!@|ULou+$*jXYkRGfSx@o(5l?CgfSCK~4TE75vO z1SgoSU<|>2uDb=eu!F`K!6#+3xR;hQ(XIh~Wz&y8ObW~4CY zfqfV$!2-^ectzUq%ii?U=K`@y2(dj+KP-TdrRqg9K6n(dcbiD3kbU2&CC1U(2O`@)t*XVU5v-R28XD=QBbvqt z`Jc;G^DJODk+woj}d5cY_H`rxX4CQKQT*LWiB*DglQXxd~p!Ce}N54Egp^8 zTWd=g<{A{Z31#gSUi}RRz?htTUsI%u(L#o3nF0x7AGU9|LJ|PHshkj}zsP=@y=6(FDGAO;YLUi*Y*Il3=RjbJ zlQ`RsI$5X@t$Xfq{*9^OOsarSCXF+Zgy?}qE#b#3?x{b9QyEy@F2BE=Ey!@lFZw13 z@HRw;1Lyq|WIB|x!1wJ)fo90+sDdt0@O|oslcZnZKIN3+V=xNJ(PY1bawh1WOZ6(I zqc{P&6S3F1cL0@!DG{2QBI=}8ok&+kscsqpxR~~p8&-$QA|=tv;tsOqa#MVrA~B@s z!^C=dpzYZq5aBIpoo1=mtX+7eBB^!KpVb#}1RxoPO&Y0sb@5lUSI71j;==LP9j5_O z30QbuJKu0Iwc4t8`Rqx&$GEd5N)o3IZmw6K@2XPcEwc=WLRI1Fv+7p{&WfDZI_A1wDkZKkl@MkWKU7Dj5LRZI- zKUo2IrrBMktidpnj}Xc6=k=vkQIQl?d{=@`MGTa%q_@ab46EA*NrYM=j7g(!%%jm# zm?fbH+7cLWXWK)TOMAkCeg@gK$_e=TN&?%shQ9UA_vlzw`&Sv6gV&XCh7URoF6`!W zxmARpquu=c@uz5qjvb$waZu32R$Py`M*q*Fp0K6sZY~6osVLCIu=CL9;P-# z{PDwZP>HVc_O>9m5>3%`>WBqVHO{NK?DLETxaquz-`YH3)SaP0_l#1DVmawOZ5ZaA zLSc?wC^#yq|g7k7-4w7k{_l#qL?Uq1-@( zb_a;}uD$ck*16vcJxP$PW$7GimVB=32`xb{X^Cb^&e-T00@+y=1t{>iz0>@ zR4bUS;w{sF<6>FT#o5E(!A^R})O0C|t+c_YF{tYi{m3V=+PC3Im#aRZE6c~Ml;q>im6JTd;F;Coibo1Gsekc-sE-U5i(%>8}+vEj|fJ&<3M)<*y8xV3HU-*mW^LVEA_Oxxt)+EUZfvDng3!`31{hcv*|*N*xlGUY zlas)M7JJE#Rz-@^52p~{K_F7YsMy@~6EW+8qug8}xrKV3c^;q0N9Y&T;c%s*zxoM; zP8~4x#KP@44xBUUGJP`s`ME~yDEX@7%3?8aKWXC31Q%_8tc}+u!TXPC5NejA_$3vS zyhva;|7YFyDRvpZ)IkTP#|G1Aq;ntE-pr?dmQsEG?_8fzs#$u9WkKA05%@>!7&Vj z<3nSO?m+YcPvznHebz-BZsq%cqv35djdb+h0lZGcmtTCktT4*(VHTPXx@3Qx<9`bG zonO^;UHDSUWWyNll5*u(K!49$`^KfVMyLPansI~kthavYY6Mkia7;fV-C>l2sijrn ztghgk%QY_etb5PMTH=emrR#Z(zH6q(6dn$F<7yLck{sUXSVh}o$lPyqHIY)fTFTey zrzdl4KGu$|z6vE%}%;}mnHxTQ*!76z|FU^KN* zl6m`GhHYN%)vCxPZjMvDD4~!4Q+s8l)BIDD4O4;_Ft&q^Up{@ z&^juLKpFUJI^?hlf#^h$ZwWJ2Pge7`Fe4SB9kwBYqJzjGS^pj81Mt2!a4~G5@(=|q zB1Ug07)}rd1p@<1Bkc7F-u0W;h$t!-RWJLBv17P{n@0KncOhPXe=$P}|KTUpJP*va zx}5%Wx_%EJxKIpivIpT#vj;l8Qs1#fbVw}tbB4U=m5BII@v~ad+FKvKFG?S+Jw4OI zi8%CtNJMNbF)yv~H?+7QRGd`p78lV$AP)?*jA0usgy9cZ-WXJdW5xUXo&caD zz{SMT4l;qxH6kyjNrxQZHmTo*yjHM4#`j8{&Jqv`}7p5;=iqt!DYRz5SRGM>( zFZM2Ve!YA^#-c*O4vj~W(_HrC79jQkvMV=n@=8Lj1>pea0JI8DG9I3-q8x>C4qTT# zI)>9ZC)grpBA)cU$T0XGzI&eSnzd7py5HKI1pa;H8DW7t6c>i826#A-B3?`rzK1Iz z)EqyQilyjj#ytQ+k+RR3YvsD}q2+s0^E0LjV%bc-ZoMz5JYf4m7SD9L?aS@OgqYU5sb)&rAm(0RZBG zUQtm|sp^X;)U5tkf9&~t*(c3W8i#LVC{5no=OSlgguwi$Ous`9IKun@1;lO+B}!l7 zPf>VW9XMbc;(I7-;==2(%3Y z3-zL4mQB|aX^o|_TT1FrP=q_N7#_$r6pvCjz_gYlfJ$f~05YCZ>ec>`|~=msA^J_ETy=bMv7%3?*5A3lCZ z^-z7E_OMTW+jt#Z?KX%BI&Ql*87_=rb(mG)v_A{<{Ih*duC%bXX&g`fhUu>rCb|kUjsxQH5=G+_ z&_sS;F>DgAhg}>z2y{k1(9j$SNn3F__w-CpzeYgnbhQVIET8C>I) zio%ZVCPO$LEF(?YZ3c%%e=jnAVUoU#F1T@g=K!4wN#X^g{h%(tF>=Gg9w`-Pj#H6R zv*TjT*+I?N&M63w#Ug$-@R*yQ2!P$iT0 zN!LZ}Fcz4cQ+BAP&f+lN^YDbd3AhwMTHV|G_CosiQ}W}MCx8N|cG^{P)RTGJ>99GJ z!Y;EV#QH>90nmHRbw|D00!zRLwOfP#T~Ylyn`|pD6tog!pmS=hVCNlC{zj>hR_%^$ z-N7X5OK&T0g+jac%KiW^PlB@!^1$huSzZJZfh5vkISjfNhY>9NZhy$F_^6`ZGUI&i z|6Vvah@OfQ*+5a~tK(svskN$uG4rdxmusC+V4>6vErW2ybW(_{cz)9OtdI6wY_j=7 zyIBIhuDEt40_&<+dr{+&AsdL0N#=<~~kersKw!1yLuI~~tpKUIy*`#7*sQ+1Cgh)HtCEj;_Q33AS zNh&)&0(uQ_-8744b?LreBzv(s2f_QFyIMq6eaud?%tb#eJrMRN(PsHtl)#~9iyZnx zhKuk=OZPx*P*pNCf;X3dMCDVicKz4)vS}ZuoqAN?-2SxMwjMjL>L;Ee>Exv^)6yq9 zZhQ7y@b*w&uQrP^%0P@Y=|#Qze#!q5(c3n@V>{DFu=%=CduuGq_EQ9snwZp2>0NiQ zNDB2|Egx3SD5DKsordvHyME`L-hs2G?gq$!d4@vb#Tdxgc&)5>!ksMkWg{*06_ z4v(BhCm<<=Bq~`QPnI9xU~E0@JBIeZqGm-5cwB5$+#&!;QudAS7bEM+7nad=yZ#+Q ze-g;@!44ZyILH63)imH5B?CnL#eq-dqbzX4l2c1e^Glm|^ID=FyE)?q%%@&*VuvZG zB6N2D_jmG9fKs8zKP3fP@WR1R3(bCA{k5u*_d-xns50`3$AAUU&k-5KU8s5fTPq?- z02Q`?2s9xZorolGN)t^1V2}+Mgna#tn|>K$!BZYwo14t^cX?{~GZ7H!GB{-miW!{(nkRQa|Ywpt_ZAa@OSd*AJor!4?G> zm+W74yAA~UG(pOSn*Te>zoy$jXuk)E#&;?Iysf|L`V}SUB&=kkI}N?ey+F3RRzxf^ zC3%OW93F*AJ{=94V&xG4qznwkZErlZ9Ps0D8(MTa;gWSfCBNI9IKEdI!skclu|Gq* zH9SEA=6aFhO#&&guqRF04!K9(9derAX8xn}@E^Wubtu%xU|17cWE`9ZtZsWE&Q2gY zwx4yduU)mLelm)*T7L639I3lk5fjM4cQOhoV1;~zy`*&d31I@N0zI`_S7l-`6I0RR(iL&E(fpiGETr1hp%6p@Hk*aP7*%H$( zusmWF(BFaH{?6MDK_`kg^(0_t)Fa26FDK6Fcd-sD9F((Xm;Npc`uTan0rnkIXA9Ny zM>^f=z}xD6+}A=f!-64E{99oiwm#uIuAZ^4aY>kf(7L1(?~{g5^XzQimkjMUSBJa? z8I+vFpY51qoRQx!&$se#`Ref}kn=Hi3fb>X(kQzOL;jfg#JG-+Av;87Jo@Ry|Hj`S zSB8o8V*i0_8NMp{hYv~4gRZroHLA-9 zrky$XzT$cie2CCqqOMVI(Y_T>)6r?Y{O$Vlk__^T!R-<+{;hRrbtAl;AYqA(8euI( zBj?2Jo^g%LhgW|{0@yrGVh>gM=@{a9;VK<~lV&v!?#9i{={_5th4F9WX210hL#>#t z!`oreuU6EU?!ERG!bkwyeUjesi`uf94y`j`UM;|52dX-oZCLht;e8`vm3yXItfBX( z!P1(7?fPU%WNFkOD(rq9=uCBYX(0)O&Ab$Uca(jqXIx8dLr)g4=L-fxO_-bJUI-p^ zW#_tZqm8!kJaktMd4$tmIsP(jnY@f@pdG0BGAH3z&gTWZ8%0TlCh z;f+sAt_J8sIjTN%UhX_+!CxkfN~(sT`?SbTy$r8M?_YK_D$E_DH@$;bhl&pSvPAiA zrytJFPpbM-VUue9Zn0qeU2ne0BWfcoe3EHq!a@F;F_zQO6jb5LZ$4M+H=NQUp`|+~ zqP4@>UAjz3K9t=i-!|mxxiZ z2wc?Az7aG=z#%EQg==lhVv#Tba57v@IOV>r2EQ3|fBexrdj(BhJ(<_zdT_doJO4bw z8f@RwZ2IC@?fH>Q0H4PxTmVM5!7y%N{!xuav9(ZDN3+AQCj1?*;s-J^V?eteFE+u- z5Vc`co^r3XzDLI^u%VqWdwL(m_e)sQly#SR_V9U8K9zexC*I<>mkobF~ygL+E<76K~&6OUBA%{)zSEfLf-@P+Ft#)^B2l*3y|YgimB}0&_NUG<`_TjyFQQHYsnc#4v7S*x248g-#;z>xV2ucl79Q^ zGidX+zi#<~!ttYSQEab_hjYg|CD2(zi2-?s3@hKj??DXDV&;mrNT(_tjerxtw;ifQ zD3AjiYlns_*`KZu@6{A>o&BUjfjby4QfM|r7_nYKk2zYHe1t7FJA0GpU*!HnA^)#gFzWTdohJ&(H_rSpw>3;0DW1>knsX zIGnA_C~eZMUmt8MWZ||f*m}RSSc1{_=AGr~apRNUV+%CHM=7|JgKOBNQyc2;cuqh( zZV_Gv?6Y0n6iV3!dYld$g&-f}VK@xoQ0x}j|MaN?Z z#I2j!O7A$g3ada8&^ExA39=(K;qA_g>;8;&7gjhV7>sGW4a5f0xRx* zpC?^LAKJL!<71nSgIo0Od*h2)eUpi;!!6KAJWbw(=MJOtvN_vRG+xb9d^K3Q*yK3f zqh7aC8+7M=nMZ}&aLie|+cz?Qp-ED4+}z!#H1&9uhDPO~x4WB;qU8Qp`y^7?*U1$D zNmG{7Y1JEpSnpkzL1CQzD|db#%~E=*?kng4 zrhcdBo9+pWv@tC2#}Tyesh`Si+wF{|{+#p;$)|cuXW>uLl_*udG*a8O)9oI%oMa^W zY0>z6RF3&W|B0+m<~15Vcda!8|Ep(F;$Qo{VQ=4{x%2JbTVui_n`7*kT8srBOT{no zX^0b=b-uuaOpj!gb3g`XLzFLvE?By)RRLS3*R@cki2+WtEkgXp7PvxR(fr8X^!Jh%5S2qFb3vZglF#9{+=4J6l`|X*ssXzeh+)D)gQ9dj%%8<;VJkZ!48sJ%{WIx%C zF%@`6oH+}&Ybs|0U7g-LcM|8+94d+lx?cumnhM-3r#iEmL(n$oCB2DRrtN67n*(=U z3*t{(;lm>Qm-hz|W#@j#WKraKr;uapz98yiydMLF>Fk?TggK+rVa9(5gy9+xC23Te zA1WbwJ(h{fH$Oj1g3(ahbup(z5k^2kjKXEQs1M3(&~bD|{eEt>-hspTNlLJy0Mjj} zLqPIOorz50+3gZzfl0YI@WOpfaKe^y=T9?#{N+f-9|{m+=iSAx$Hj2}TB&8pb*B^b zeHRDe!m%*kERW{J4`Xd-#Leh2QeZQ#GES#2-Go>5`K1*(8UZ*b9^Y$Z)rZ}`6apJ`9`cskY{+odbUy3 zEcF^+9h3U2TIY+mY#TQY^@t4@SND3`FutYcJ&d<{vWGeL;0y!gDYuh%5NDFn5) z8Bgt7&gF`dT{t1j%GhtY&UC?4=PgUi2mKg%i_aupW@yFL= zcm{$sz>^9#8A?3#o`$^nrsJkp{=g+BWONY{N9}(Ypq{n{Bv9iQwZ0*|ve;kx%6k^Z#Tg9+U?b;48m zrbq(~Y*D9u2N~oVY0-gu7TRE=WwGz;)T4W63Gyz`(L!2ImDGJ9#(*6;c^LP-eY;tB z8^m?u67D6V2d$@rmPqt#6nvfO>aTOHdr>f%x{18P8U<_4BRHnMECYhR-3cst>Y;&? zcCS1(Z!`DCYs45n*G#^mfi$AKp9=C7)TLj&mRh=ULFA`)7=2-K79xK1NiCcINvm+W zZ?li04{z*=Gw&*-2OVf~^Yn@QU1gGT?_T6QruIf7`=DjJ$avVpZh-l!1tHWT3J>y zR*YR{@BO--*L6LD3cJ8IU(B2=zO_!YI?MHL}|wB{+d zP47m-?Iw%ZW;DH393o$5#_z?cmM0GAR8$+u>qb(1htD3DQrQ)aDAG$Ji%mDqeD`n& zCCXmx?- zR2d$q;aoeohqtU;+Y@cT52!!!t4_BNr@(l36vAz2?vN%s^Obly^k@PMcaL`+zeGs0 zT0U?YJU1brpkHY6NWtD1nEw8w^u$#qXS-yYg99N`EnZMhUi75ysgR8C-7mB`VhMaEPPyhjq7o#Q;<3 zon8AJx%B0V=MLk;RJ89-;Hlzy!Qk77dFfGo$xbNR$3Gcz4vPhJB2^Z zH}v^LVtBc)ZPLvgXtC1Ku6s-Up?)`nA%18RJ{voA%(MY}rmAp{977sVO_{y!1u9%G zv(#W`wsy?gD93#S{+ZwI;eGB;vWbKF#yO{lnt`L$@cOiysimH5l0;TL#|q0~&vqrF z)aeyS>5#t6YZLA1{1GnZr&(V!hL5{yqR*6B`L4URjx_S+z6QU0bMp?k^%?ogYLW3- z59a%Af7(7d_qiW7+hhGkCd-OG?S*VlnMkEC;Pf84ra5*I%rB%aKQ$?NCFNKB0=G;I z92Tf-B;d4QHr%ickuAf-W1cAT2)z}%;eKAB?V~i^{^ix$MWd{I$GW1+B4wIaQ;XtT zy%vuUb>F>>Ll&nNeZQ}SW_Nmf89S|B+KOE2--;Y2Jn?s;kjN)ZrCq?wMzNl51J*k` zW!jL_RtunazvG;&2Qjq_szqBC=6gFusQ0ySc+p(4Mu%1JTUvVeuZ(m6VnIRc$gy+3 zoOs_eiGq5`l|82jbO|@VNdszzG*g@co|aHiIHZ6Y+>fIoXJk3zx}8Ez_r{Nid!y%` zKpD`1&2?ln+2&Y&a`&!#&|cl05|@8n-D)fKDAC>d9%Q8JC%fO=QtK>JQp)uSbVlG> zR!|KK7hWi^e;T%hD}MVBTiiKgYy(1Vbaq&*Q3fpY;|>lV-U!NXeN@Ec^V#i&$u8WQ zkBl zXDWM(fuT3u-IC(9c_N0xub?5p#RqUM{%z;rH7D-ue6Y^l{3>Xs-ssv_s2z9q&%L`F zHFgqLrN@Uvv$im?^rti)l*6vLJ5@p$0$_AN`cCub~ldeZFX9YLswo$n~>(JpUwmMY>of)`ymm$;bW5 zz_ZRoFqz?EGJ9%bZrC0DRD-?MdJ>zuA!(O|HSrU}!;9AAi{ZdC*dk5CPLD{)gx{6n z!^!`0oYZL{U^3RvSf!ueEq2`CWXiP{kdIJvjcV+c*QR6$B5zdcIY3LSQq#YR~k*715KPjG? z-XZxyLh#Zi-wN9gsph#=t(xLtx0)srtF=nNEl~PG3vju#hU2oXrNa`xYgEkH4E9?r zZ{r&KsyX2@XU!)hHY{+C=7?J#bU=rMExKI?M)opDmzMrSB3FDTm>meJ4^qtE7~WE? z(77vnIZas+RpH*b>Ue6>&tm-n`r8}-nJzT#1v!Alx zIs3k6e1fvpk1BY2Jou5J+=7>R^w+wR0#Rj!ESB)_Hs6Ky74OiqkyhtWrmoTey^EHZ zEt{_{FAm(?L&CnLE=rF%m7N+h00b^Ta~oqt2Fju6%@2vbxO{p!%jD-nwsLBJG^9rWiN( z;Ks8@>jx>RT3m2oKa%!(pMHG%Y7PB5Dwpbgu}Em}9*A8B(bO4>1Ax54S;nQNld*=c09F0}6jDumF<^;022E6fQ-H%mmP}LI658 z8UIWA>mR3XYA?wC&W`>y4*#n)OCg*fn&wfe|N7tmQu;si0Tu$cJ^@a4+5h{E$83N) z|CPwX7omIuT#9KTQiCdeL)#@}7oe;tQ05VHPK!7OiI)HhSr0(Tm7a6_G!ra3 z?MBX*b25Wdz+vn+@!a(`fBSeO;S;R@zKqx!pd=gm0_G4df2t}p;MY!l9`tYJxUQEB zB2>e2JNo@#RYo{se91II$ZIPY=6_A%Z_ltY1%EJTQMuQz(yefsQ}{xLe;01c?Pcaj zxeG|z$w99D<$KyCx%)FsI+QusX-+&x*XOhpH3@t&H$47_^+3BLlReIPAbJ}TVb+Lo zmEI-%yGlAhGe`l0!KN~NfY(Oi31YO4$Bz+-@a~FXnHIjM&J`pY%FKX&R zjV%5eBF@}%`@7UVU}+H*S}e3W1ru5F$`-mvsijt+N z7@R;!A6Z<1lGv3;{mFcY46^tWTLN$xZIl}h1#542Hwy%v3#+>NEgr+oP-%q&J)$Zp zwf^99f&x&L1Q0NZ?iPvH^%Rnl$)-l}u|Q`szCJ>Ou*+W?HI^$Bc5`~RsL6Ooae}k7 z$Wa}$l&e1-0Hxa5Sm5^0R2f8{@USa?_}+4%miDeY#L!0Xd~eA~6*T+@bkCvrz5%FQ zkbCo{lR(XYD7hYL>!pU?yNMv}TMh=fqq3wT<@?L;ep@>N8YDSrN^aSOsok-adn(1I z1@Pu1$e1o%EA#rEqEY{X35L{qI94X~3m4G}xHRv6p5^>z;c=_GxUkS9ckdg|>pOvV zB3%qfhW+YV4mH+&^rEz_iuVR}#(?(rSP2x!2q-Lf2ok`v5k>#%Rf~iZu_Rk8F#%X z)IX_{41|riU0)6bhXR%O9nFBTL*0A*Uc}D1HB&wBlE+Ld$GEph(CtnIgA z3k{!bJ?L%5(eY|+Y{m$b7MD%hQRIez`4hz+J#U+-&4l{K!54Gzr!rJp%zRRtNXb3k@EE9J)kgF z9S?C(JZ(a+^fE|Zs){GZ9S6#o`jx5YZ!5MFoh@|eEf%4iXQK7X3x737wS9XQZKuU1mjq$|7L)yR;m9J_OM5i@ z4|%qD6!sMYcC36oFR{W=?za~+C)~HfP+hTM1okR+n5);QKbU56K5}-EZn96_d#%C! z+DFhZpnSVhJG=S%IHQhA^kxfC>Jxu|YSywB_zfg7qQ}BZ)9yA#kk( zD?KtTynqo}AS5`&nK7opsMF^y0;&t0JcoN{>mjm28N7Ze6-$8jwJHA4j?M|)SN?PD!or~9SNrvdY0TBZ6kfVfFifIT~?=ep5tLla-7 zSNj`smT9#-!VvAU7G?kNS`l-VV8JJxQprr43Ok4NxTI6NT1p6bK>1VwC{u$fZ}+~W zWK338eM@5?2?g@=ig5PKj2ZZWKLv9wj3chpfS)hR+GklSTht3T(!*bn zB+6M8wYbe;6UN>NqT^sTA1s8i!NS$r*sM1I zB|Yh@m>=P&~}oTZhK)P$iM&+6P88 z_r&Uv_E(+7EzT*!1u2(}!IgoMA%0G)y)b1LtrJ;uXGz+chKpG7=+j*)wa)<9x9p2> zQaK=ImmEK&sedsJfN3C#Uy^_{Pb#fST%l=DvrG0Sp5oRVt?yTbGmq!$WuNW6U5b8ac@oK6;$a(lEcYEx<7I@tj?UgZr;C3~nkVnd0qQ zJ(FK@N@SIjv*Z>eF$h?x(sz1sMMRdOCmWSc=SqH?xUP4cnuBn$4in}@E(npm{%g%_ zL;H5IKi<&_1ZW6fU=5dr#N$y3!k4QORI7`CWTC_K&q-E{&zSJfq&yb5Q`x3cMcYvO zoQ;7b-hRUMRBj!>G^1O8YpE-p4D?vh(rW~a*D-Q|j5#y;lNtj!dC$@XA82i7i$Do_ zcV|=$a%Z*uRMx*=Y#CJ=mZ<^dF7TJ@7Jt5lA_9+(_>M|GSLijU?@X0G?<=otL4wVB z7+clCf?RI{nUWYjt?K7Wza_eEzsAelsN$u)JYhX?TH7oy`PB11ca}b#&nn?rS8qCe zxi#Pcd8Wy;t-3<9Sab1rFnyN%novla7f|V!1Q13`P+IzQDPL51;H2}}@M?4G?rIlz z^BL50xcp+M;A?4VK|RCMeN2dLPX*H`W#0+0Dg7)aScTmfYA%DFIbfFFm2VmGjfk{P zu^hCx!C9%0Qt-5~uhs-d)7WQT0tOm61kz*CH!Mk(KW~bv+n!wLDAl}@X5ARh#G6Py=Er_I(K3A{OpEL(_dW zpTiYW6pERV!9X|CWrMj0E!TiBBX3BLMtDw*R^QbDjMPmsPGjbl8(&WDSM#G)0&E6Q z2NayC)c~E6g54lSm$(Z;>Ou3n$0!1La_dj5DkTyog19B*GkN`D(j6;*^pgqv#L_h( zmmSV}_ib;!e{-<+egim+KqMz` z1fSB5iZris{t>ucs|4b>${C!`YON#p3^m_OIldA7GY z3%H)bUF#LI14kcBqp?Zww;^pjdj$Ri_T*0`Osh8V=$QK)apb}ECc{r>3VNvpSt1hG zgTK#r9LmM5$fdpEL72=gfjyWYF5LXr^DKapwh%T)U38U<*p_814c zj4fNaR)C38FIT3Inf}jnL$jDt_`Ac9oKNezxNY9{!A(Q;dm{XP!J8TYKeblOCU#hj zfy1DB7WZi++4CZJvde(BQFzet3hkI4GFdsj-3$Z}qy~i<${s$1r3_K^zt7&T$Up1< z8X{uTzKN|?wVV=)hnZ5LYb9X#p+|8a2FP+R;q3ko7OgMs-;I2Jq`7pr1GUzJ*E=|S zsw#lyX5cH@0ylmEFr6Z%_Z>?Q*HFR^QUYz_3CAG_UJpOPc6A5FEPueF+_-;c1BlOD z&}m_R4yiLIw#|#r{Z2U?ULj!LaST&cdmk@gQ5aP+VLj&W*Lf=M(1t(o9#D1^LR|`m zX32bLI&w@tx0*TDSGmGKGsP7JAG&Y~n(uR3)>Ec(l|)K?y-z42R{`O6$m;dOhXovx zLtM=9AK5O;{-4i2BhJ|lVqk^fr5y!?{6C}<2f|0PA!;9|e>+>Zpd}$YjE&|QbJqU8 zMFco9RnzonoqbY&@jZaHN_2`jmhN9^LW?s=p($uovvsys*5@|2V!*}Y`B$8alZ^bT z#rd(u7T=>Gx;_+~NPMq@F+Dr*v&kZ3`6-1v&Ig~i*!6Kqk7Ac}*cP_9n;$*8^NP|NTbdX*G@b_CzuN85#VGGiV1PV1=bT&HG0#0vG+&}4dO zxEov8p(5qhzzPm5|U3qEg%nqBtyoM3Ban*rE63hXmNj0f%J+oIK>ewB&76 z7bdf|}Qva^i1s}LI%BPOnS zCj&#KqzXDhxqQ7%N&t@zi+S4Jgg>Kd{O zkqloj8cfe^8zKMZG^mx@)i-XP9xV%*pD@08L(?H#Z#n??J+C7BjorstsZq!@;*DnG z0OnB={E*J;Sig_uZFplNQ%loFIdxA-%+PUa>+>W_HAh%ut|Ct_ccZy?1UQEKf3qY< zGnKJ4(W$#L#2(LGVuwqCZ)|7(l?@EHTb_`&+*Z+;8AU7@Ve@t9K6P5!;82q^8G>a+?H<&I0ZD{O|7gw#ct|!w;=eF#4JMr=?in|AFaGKb^yWzd03#=2d z;f%|vfpdX`sE-?ve~3$d#f{o^iBoyFzy*+?^gw+G7(X(kEwDVb+QJ}jxxf@%fqYBM zuy1uOrV$8~z_m;&;lsDU@1GJSVO6_&B|;y7s2yp(*5^Sr{^cAAn9sg5Z2komxND){LTxH)@}o%h446Fc@m%bE7+TOP#1e5OC}ji^heCShM4o4+=};E|!y29~>gZnZ^53TGBZz_S3C7_vD26Y{nX9LWDN zZ2sdXLrCS!2>YCTruTnY&GHdJiZQp7st<^r_rLxW%L5)JyD@9y|NSEHcUwfX4J=(>E!?QdIlnFqAW;&^WSln3`BT@*>O|m|GY0_Tp=RnGCtJxAMf8k zTk-!k;Xga-{~d+@oR)F_Kb}Yun=g%o$zsstmTR6p_IYW%x*F40y~eT*;KTbWJj0?W z85Oblh~%nu@&i@P4(z@GAH8e%^kzN+cqyE&C|x3I^R;+ zN<+8w@aiyl3NE!?>ptgk1+Tn<8Jz=D`%JN)9z&3m6dB}yj-@=}de#3)2iS~vK}Z6Y z5`j1Kw(gPa>OTXQ44r9@RKmeQs2mzt+W!80&W+xO%g-8bTEhVpt$4oV-N&($>hO(~ z@cq=^ue~h~N2E8VtJm3$xn@G$w!0Q{`wwcln)#XXrC!vq1g$X0_P0w)zdks@_T}`=n$Oo~!A#)0-WGnKq}k z(=F%lc~>3JrE;zYx0LU1*BBL3K4l-PMBy47 zOn1El{FZ$=oCe<*!wG2Pl`{nZplSR&fPxxCwF0<{XR7%W20mzd9Lz8Pwl#&M{a+Ep zHOic12s-P=Qh{@cp}HQY9i^43+t1zU*6}1hC(C?p?oxc8^EZm=yai0To8hLZp~96$ zO)6i=I5`0Dj=;rHFMBzuSrddzc5jvmP+4BMS5+9;-c8bOfAiQ+z$WdVOKi-c1)kM_ zwwZkGKBdBaGc%aL)+-lA?E}XYEGw;Vmd;(BT#RaB=N_!a&1s^x-%g~%2?h$IGgNc1 zp6k&+qfN3O$~X%no@H0`BJ2BpLHMmswEq1KIfrihuLhhG9a^8)V27Sw+VOjh*;9gb zWNY9#F&+i|R#j|z(3|GjNQ5&ndKg6r)n+4-*j!PZ# zq(^A%;@mT!sp^$3K!afd-~?lP=M@p(B>uF!qm{9LJQ?z|T)4*Dbd`0-Yi@y;yF9db zrjOj;1Jgh)%;mnOq%qqG zzJz90W;8>~4Y&`QFTS#w8$?A7_Frz0=O$|F)SdR(&Hjw%FmBc?cXp=#a(2{96Q3!( z#Cks_<^1uYB^J&8Bi%`U3c`OQD|BVnuCsGZ0c*I=^}TK^ro~QX*HNjPrq+<%pKEvk zawp9f9lb7ZNEOgnF=+h`>($TOfzN8LFDOIJe93pu%9X$wb>rkNHpKE!Rhn?}r%WO< z-bR2^Gn)rG?uDtX@5LQ~d(-vW=sn)ah&Y_nan5~WNSX-x$G!1P#de}7sQFZi`)c`n ztkwR!E67uDXKv6T~U{}o>e9SHMMTM@>_~N_Ao=GQ?%z(c8;lX)z7~&ZfMdbuGmW{rY z2aSF=m~If4^}j4^YreeYJ6;MXEqIt(>LM=Cn2by#-tKicu|L|WuG|4)~ z{>H}}1Hd5+xEC5>eLH15uE4BJ!En%e(#EJwTN*h1YK_w|{FcpiwEbW`Rb6@mYT(41 zQqi`_9fypH@fW?j5a;<*zi;t!sVPh{4y!L0jHQi~ehKurt7W#-)8R%i7tdoc$i?nkqGzN&MFb zl@2Lr`G*-Q)~e&*5fwhN!$!1YV~BdfV}c_Mc3mssui6BaRrVJky>coh(+_j|5CP^{ zqlE(!+!C9i9ENfOqwVAg-5jXXG~Hy0)(cc4To1G4P6&&xOWDFKjqjFN5c|{n4lDc) zmw=G&zFZuw=pC(Sc51_ZvFl4dAkk2!S*qXtn^gny6SB>;TZq}HDmpW6*b8CP%~Zn# zC+mF$%0p1RvD~%fL$t8CLhr|{$M~(WK9q+{mcNfjYiJI(TL{`1GP$#PcrlgVQrepx zhI2fe&X?M_d3!Py94ea*)Nw^7y$dBd&DQ}~mGE9~5M!MT$y%%wyAS%>;>Ek1M zbDFp*<{{@Wn%Byq*=-L`aRf$lk|Wn?XxErzg>B^A@d_IQ1Et(;?=Qnj;WTO7SDxug z>AcGN#xqhbrHaq~d3=#L1fKTMN4~rO#x(EZkVvR?LwHNIw&WbLX3DwZynb~R;(tZc z^?ID}UDxb!F28{`^&2O`GLxX=Rop*+ZUzey3KXtE$)oNpA0+3fOhrDhN?`#Q&s43_ zkv-X|`n@`U8Dnt1ry7^7TFwun%FD7G4fwEDD+Sh%Htm*@xND_4{C@jYJF~^-B12N3 z!T@CUssVEV2*_<~_>W6n+0WFZH{UH{9-qXS)u`*$J1s$3pAV!|zN8n02c*z)CKE8^Q85WJ?omUBvE8-w%GADQ0l5j^?NFP7 zi(bE|4Fah6MBNmh>ec?7YP8{b+a}IuORaXn5n~qvmFri=s#k{1%P0-nQ+uZ4XrCql z9N1KahSl4%8gm)qeeaD(^joY~=B9hNanbzZ1{2@ZDhw%Mdn9+aZ4HZw0B*MrX!5r- z+`B%#d&jJjMWjgs+y*2U>g;1HtRU|I&reAvL(-w17s{mglAaYN6~35$BU%i*-bN8Qu-yMzi~Y?H5pcNgl<6@dcD|kLO$a)ED(3r}RZ6XA zzv+U@wbZ?oeQ36Nqa?7kcu#owCP*_5m-27CIcOOX#EK!d050qKJV6dKH9&WpI7(zW zxM45qylGN!-$pYO9i;H}6Y&lN*nvUS9L6PQae&SwjW7_`tR;>5_ zK`)m(+I|+x2=&{?+<7kxpEf;n@>(e5QKypo3Y$@3(u@_T`^&?i{?~^4i!X*t73E54 zuk<*Hasl}5k}U_d?$l`yyiyK%;Rv@vQ!$lOu&sAOPSE{x)Zm(+I55EQkV&uO)fGpb zss|XIN zgr{Y1%f?cc+9y0C78o(4m>*?df5B(ortC?PQxz!Uek>ThJ_GcpIbE|%*Vu@x_BZ2#`(8TCn78{( zCjh+ZuF2$jln~%<1CEVaUDK2+6SlBFC0O(saG*hsgtAxOsU|1#)S97?qokeU|(w8wqtoqfp7#8@4Ct<{H6pJT~C;o64z$;q6+?P8g0=`R)** zxLmVFgK@yg-bFrqPt-DkEu*saGJ>GW&FkBG75s&`j@i?8NGu*HuMNJU%L0V9pRmo-?Ik|EBlrQ2MX^<9 zR;*+~S%-ZTY$AKvf7x&E)c+;9)N*&rOxvZFtiSaBk~446&gz$Ni7ARd6?Xs2Bqf{A zk&#nN71*B1q)K9O(L*9-OKmRwy*8(Cu$O0yt_hmVkV347xZ75ht!L%+RcWljJvhwc zjhu?f%STs#VWC_W2sg@FkIf{vDvGVVq!f-RkN2`^nNXoyWV=fe3;o+K&)+^bY8{YV z3=Rz#h~#c5OsV$;_+rkr&pTBXgbu9gqKsy0t~LS#-Tk+VT4XSEm>&hpE?kMjA^ z`$|;H^y>lbVVl4q=T+sBaBw#k6|d=#y34{&8ShaVFB+mn#3X=obje3J@5?)X+x$7b zE}8hh3m0JRGDZ)GgSORLy39mi;9n)dZpfudfBvJeJboFp{1g&G*8BNCul@6hjq^t= ze%l;-6aFjPn$H9L$mh68tN$$S|L5x%H}Lv)!=A3oKR2|0e+?o*$b_Lm@BUj>yhb>Y z?&_%({|hM{*NNB(JZfM5yOX93@%mD|Mc@CFwfytu@6rI_k_1D+`MgQ`@bbt6NJR- zG*`X;U+?@}iOv;!;QK4YK9Ca#8vmg>@GT&vAG#;90bnHGmAp|$M6LjxqfcYA{{i~D zgr91CQ)Ta$|9*P=NOU5wmfNgST&n}yj2Kh$fxaN7-s1dXo;bUNywa|jfN$d!nwoDdKkP?j9V{&TaPQfE*4s%zR|pHSoEvo zG&DN1zCUNHWvoat`%SlQt^fC5)Bx;K#FtUKQ0YeWkDo6XqQ!URxS1RZRF|*-~7s`I0^3fIq<8GFW);619&V1?;ZO6 zS-FM+(v}kQ?RDm_-d+|qp9Nult2Cqfw?mr8mL4%RHnfPn$t# zPZ?+cW4F)7#FraKOOj0=9GAptBt@Eg23U;Vw2{U{iZj2kF_}JhZHq7j(TMv?wcc9i z4P>8sZ+~L*`BQ?1M#Ze04kT_IaRokp^8)a~DJ?#zFn2L;#(o}jFxpxz;x5<>*3t$>ZE7Z`s!=eZp0!B1&Ii1QrLp9o@p=}VM@Y& zRBG0U-wi<$APT1C`{xFc3{RDpl|n00`^IfMA`rvTM|1TYO>pwH@ROw33TVH#yl1B z9eI^=0g%?@{?LaG)<#DVG~)mTh?$3tx`a(dimSI{X>2Ww8NtawPg7?5o9ya->UfR) zJ^xb6-*Fv4fZ(@SUdO=A=t>t+I!h-x%i}sA$_?Mu23rC!YIRNA(L9ok;p}n4C16SH z_H^xuS{MK}R!q}R<+-sf5F+xKNaFUaK%>-NO+&?G1g7Ue7)>gtO3CVXT1S$1z#wuT zar~U%c;w5t0}twuN>t3Bt)CC79K50M=@&wU?kD6tacI4-2?@m_2|3t+9$A&7-OC7K zm&-%KKB{yULZ?A(+E-p`HrKAqCE>{wXF?vgVBX($M!aurXqE{IfBZB8GU_*A;VV6< zEXOc7tKwi#$n{3H;(*KW*k`aa8z0a`7ts$Ym}zxQeXU;^Zc1kx>eaRH^(|fNXEwGP zyR~d0fi4=h3g|LR-AWgVk^gq#88KAd##itPdw$qJWJ1krXL;6rM0boUtx#uNT&c(00k?2q+ zTH95(&ABV3RsVu78wK+-Vl-RnZG8~!+3_x zZ1a}3^81MMVA3($>Z$>c6ujfZ;qIn6Y_NxZuIKC8APS5*ffR?+bl^erdQlR3Ch_*B z342NPJ=LiZd*0xsafi<^T-2$%`wwT# z&#$*vFchtCF2(GlV%xJD7{%|3gIVx>o$q+wCjp(RrC2M}0IMMbFnY$BTARrZZ6Ut7 zR>h5%wuY*+#rC66M-jI`p$^>Pe?@s&fPR3)(8$!1n!JGuuUc4Q2hyS5v7gukoKUP~s0 zSt(tNU7aR&ami@lg(Nn~Z+4sqV>W=07zfxXAje(pT{G4M^FB=wABR6RQG!wD0EKmL z*6_Jjsb+%EtPUB6Aw4?wW-=flW?bvuVTE1+DSM&ssOkPD1PR|{aQc-6>-oNP#1t)* z0Jf}tI-u&@e7mA-`s^b2`3ZtfiK>ZF-Q$a{8H@)w1>y=s2 z^SM+L03=~P9kqerp zaD5W?Y&^j(YJ-U+)ps;meQv!$fB^wdvaA07ADbn;hc}^60?@(7iHGslB>;yhYDGey zf2DmRU)yu$j>0;8ChC+5KQmfBdz}|`KikbU=k1^AAFwK_E8E6yr`^`+otc}AM9S!a z3gmPmRgn5|TR-5CaxCkouu_AEv-ow4eK!gD*qcCi)|5qDD3`~l*oQwVG@42bXPT?4 zc~7@5LMEUy6+m}(W{`5_51N;#X1KgO3^Vr-ZAhzmJxut?;PkogC8#f*p$W2z$BRmb ztKxAGlM*X-BRgxnFgBQDK15($xk7`*go;gs!tsJ)-Hh4!SK1?9Ak9A}Z*!1Gfrth3 z(Pibet^^DkSVA?FbFaeZ$F@K6g)~@hE9kYlBx`CH;KHBJ?}P@u9BVE?_0k1bd074` z%HNLwkO3)VCCx9j3h-_7aDQrb+t*bLy$7<$jo;pRYb^HQ?br!b2*Lm&hJ^Okb+lcH z@9k^zGPkxn>ot^!)2jPj9UOd=*+UUdldg~a#DIqZmV#OFUDSBztcWtMT^QDLz|F~r z(SI%wVtzAzXtEyE)TH3-e(+h#ev!qmjURiAgStx8?SNVqxo+okbJ>Sj{pYzr6q!#g zEE#9eEOh(KQYyC{$$Nr3as8Q=Hem`}xWR_DP5ckiOoEkoZ~+xy;x7FSmLH!~p!kk0 zm(OwK8CuT{kT4*{C!Va>*6;VU-DojKW@d&ZnhqqK+0`07TOLy*u!V6k+&1 zki%<{T)DL&_vo|9(pR7n%kcVgD`?i$ahp!=ixi~O5c-{Cdz~1%gB(!9Z`aCZ_E<5m zA9}Sx@>HjNaQ99m$J+^*PKE*gXg7=c@ud|5!=FWkw9+&NI=AJ+A%#pd(#-p%v#Y;_d$?Md>F zPw@Y3MWykaceu8Z%tq??MN+on6mS>{u?MBTu6I|w@Bhb4ODv~T_nxCl3^3CQgj_X< zZ^0j~@V`3#b-JF4EQkJ}6*%jdrDA1M)+#sW$rLS#3`-u!bvHcb~ zaJ77y=ma_d2*1Wl=%3f1vO1a-%QIXajUZU#gkOcvRAy8HT0T!m7@*{ygv$ z1(~A=V(ID~c7H}rBR$@XJRD-{{8($YrtONOoiF{w>86L3b4{Iki-jX9RLgp5zhwv2 zSfT2-*gH%kEaS7zGJfm#oEL3bGerG%L^JoAE#JOT-bz>7kLIP2aPRDk7%NS|cA>(% zf4tHs-0`fUwEatnDL1g_UwAcGAG~W#t-vHfts%VjIy9&eg1`flDBjqoeym% zGw9mReUY-P~CXmpK8d4n{k)&Fb2J@=Uetoc++3 z1i}_6j4Uv8u!iYjl-_V9Chi}-U&HdZgDcG8+{%M&o#?3j&oo1ob}mq8y&D1rc1QQ^ zu58or-|N2|3o;*b#|CW=#~*HDl8f84u4K@XXb)|S1_I%rD80!K)JVFej=^E$kY2NsjbEgDYh=FDvT5AXxMs7Pq!jh2F?A(Y;(2{H-NM{5<+I3Qs2Us*a;Z&q zWl!E@2smMj?ODq{GEBa+Q~s!XRGn#=51BWvkZgJVx0!Z%l^Fc>j-OY{)2wq}=n&^^ z`$tOfwdvO_GNUC_MQju(=5l2H`}p9^+BsVAm!UiMj&8IIGv{`?CaFeV$f9j1H-T^b zGXPnu*bL$bG}Xf&41at-n8l}RWLTk1UXPKmRL|9`h=$?I%7F3xGPoyj5c|VP`=GbQ zf=8oEfeXZ%c_l`tMPX}qSGG>UtolW#ejNmietBRK)@)TP+ha96yUk^2GaPI0t#)x{ zryeBxiC>d~PCvs~Y(a{$f<~7%H1OEM6$cGhxT+7;kTihegYNPjgtSG^aJJ55L zYmm7ykl72CFvGDzOQN!`du-~+`fV2kzJJ1(*Rk8srY3LXjj%V*pN_sIyQ@{2DoZ}o zOS&!SrgJZc@JYp=u7;h4x}l<#H9R>Rs2p1_3mr1?WgjtJ)pahnsPaRm3Ngi4;B42z z+W#2oHZ**NrmOid$*z99iFhXfi#gZ5T@m7 zAi)jd*tiVzJjrmU8hpaw8%8?yQFW~rxX6s`YwFnQ{@Qz{HdDn#2p?wKK6$UVhx!7y z!0}MbD9>+RUn8{co!47o)cvl>#;E;@FUw~Yoxda*{8D2n`2Oe)(!23?Ecq<A>ZCMaX=KW9s3ZjjE4O?s%}9P=gp;1;zF=5_HPc@wb;z>5F%s zy+NULZTP_=+uvMwE8G=f=f|NHcYWW!5Vj&6ycS+34JQA@{_{^!`hh^*Waz&Ok5&TkQsK~M){ch$m8YCBRX??c1EDD@Ub)Hj?Lf=_o;Cwf0DK6zQ zs%n0P3Z*O8ZS1+dCon{<#>YlJ3P|S}0;epD-;pf{-{o=f&@cnp;R(PKtNaMW@3~Wm z|C_d-gG3L;jCZy(@p$*Kp!q3dqqO&2h-hq1>}k~!FU_SUfyC-G^-eIyFl{9Bh)S+vgW@HAmh`R2A$qG>IPLl^`e^h~1&$%K7K(Vo|yU?)i z1(uhw*0Ux+XMqJq`5J+WYUhx`oMyS)2g;9CpiXPNX_5{T-+UbA7^Wp*j5+edOpCPa z02RT=4>(okpvjIZzUJGW@CYu^@Ag|+ZQ_SSvF*>G)vw+u~rx3 zpq~0^N5ezK${loVo!1Jsn)BE`*+5$BjD!^r&qS;J%alG*whiB$#(EYvD1jcnftASg z*Srl;M^F0JX)_hsDYaBAZLoc@M|Yyq!8l%5uAg=m5GSHDC8wMtFtCd>vr%}yxnSv( zC}9=C@1L(f_G0_fW85yaSq$82vk?THU}JN1@d zqgZPfjJhGPgZCp{oH^qD#*SexburD3LJZeY9miYG8Vvl;?Th%1v3`vxtfe^7fwc93 z4yjw-Dw*8 z9YrvX;EXZ;0Ck)yH`I4Hd3FQ`;c1)xsfHr!S@rVgyBas_H}(D8M|XYm@wQgn=G@JT zWqPUvcqV7D#*}9rVNGlkIAWUr_J5O=N*`p0wgTO%jj|IA){eD_>`_CiEyD1K>Zr z3*kLMOiF?*9|xlM=902d(x(GOy>wV8P>(CgH_COa+e6rKM2W)2+S!^R!%| z+y*3N|3wRE-$0bpZY-ke2K;+`^tYOu4w)7hE{T!6{vU_yKZ6CMnyGMs^*79(%;`KR%bC!}_dNimt9nLPE+q z`wfcjI4S(Ie%wRY&VaLy4Vnz8i44^3HYY@vAxWkt>g4)_CiVGoJMy(3%lzf>u`y8= z%R2J|pY-B@-$l-bXV>7(rU=Z?X~3Zgn&WiRKOv~nkWu^5|BzzX&c;8m$MMGe#*vC9f{QE@t@+T56A0wkZmdJaD z^O#O+XKrBm@nLG9m6Qv?Q`VF})r8Ziikw(%PSqdJVfv!ifo*x_a~HFyH_bKNu)qsw zOFd}Pa5rKlh)MIN{;rJF2fTbgZ+L;!-ENPvG>3|QvB&MLBH2OMH`5@#UgwQ@vH<@7 z+Pm(rrj{)XsEBQeh#*zD6s1cE5s)TVibzL#kpR)qO9CPUL=;p^04V|iK?t1$4J1fH zRUtwMN=+bAq<2sV0TFo7_wIf7A9%mL^TVt)d(A#`)~s3Id^3BWZyN6{wLaeDwWXlx zfVgbrxC$MxShi9ZyrDhS z$<}clN)KdqrO6;f77p02d(Vv<^p<;7OwG)6q&tAGyGB46? zF*8Uf-tV)`KW$g?f|IxY%Q8pPlaN>B6|(spm=DAG_U1(*uyODIjZX9{VeP zaU)N~Qigrd>K8^vRx@*TY=Y7H;?cLRTD#2Dn${RQMTL2PEtC%3*-}wuVIE1CpNoOw zbnR5lGZow<1Wzo??pciH?qhdcUT^vhR7u1u3rU?2kxEpL3GcLvP|m+Ma|V7X2rdKw zIa=%8jpyLvId26!$dgjh-3UhW*g0}i#2Yjw&3FIMyXstbg$8Gq>_S~hw^sTiYz-45JJ86woxq7?&}M= zEb~QK$pnuXFvJN6_{mEoeChZ-)dpbP}buvBqx_vly+SB zGfne~ZsgOAx#1qS{QP~yv3DRqOU}3UXeZ*&Fd<$4;3p~#x?WgUdUNu|DuXiMxyz$K z0*pt;ezVEGySfar47B`2ms4)ku#M6C_R@y&ZDDQ{pVk$%(~L7bP!NU!q-Js`KTuK40ce_2RbcyT@E@)XyT2a-)Z z3b~6HQ$(3>Y=HFy$6)U^oFPiBj>Kx!(}Hk-4IDBF*_neQKAl{jI_Nkz8)tlQYpPh? zczc&yiAAh(W!_ma2&VCX$B3WtFg_+>!CXI?I1*SR+1b-1B{L?Hd;O{%25A7=DrrL!=<; zypOi_cJc6jTiYW*o6u`tEJydp#ty=fY5Mz7PAN6a3aB$r;yl*aC(GCZv^Vr>q^LDfK z?i&~kFp1c$RcMTuAlLp9M} z!Jlp{_r3RtZ=mw~3lH@sA1mD&DknkRkgTC{GqZ++$rAf0LnTAN+Jp7t8f-HTW)jz? zz>d~Ua|vq)`n>`HiU!dk@hyGV;X#X$Y<-V{#m7*su|trRFZYPu9jadP&90L%b<{Je z02d!tRXC_HkSEn4-G@QITr#xxl`PeL7RH*(A{iHFbJOtAZGwTj)?>BnXt=LPkB>9< zp&GIm0J6633Eh~hyB2%0a-d|qAI#UvT-Rnp;C=mR{`2v6nyd0fS6dvodU|?PjevYv z8e!OmN|!)JjuZnefpLf!!t{L*k7R3`NP%Dn5{X*HixscEY7|lfOfH!Nt?u6bdYITf zmqmxFxg|5ww%N48%gR=Drmb-VX^qh>`;q_OxmneMIajA#6 zC)F1PD%(qKe{8HsECR~#Og;Om=1HhnGA8a`P)}m$23@7zl@>k(K5MT~V{-j6gMT!i)1Dr-Uk97(po4xZbt z80QCQ=89a}%e(IW!1s&&A2l-HTJI|n!}kIMoXQB76Mio}kq5gwI=h+R=(!agWAr`d z!%j6VqX!&Z(g&CJBW-Ljd}R4f_L9`r)+RvVa|$OD-forzWRzADju<}UcHb=4c}*vL zA)s8xLnxmeMFh$o$&Ho5tHnu!gnVp??R*0+(2E$|6pDY=QyyfmaO=mUVcJy0=~X3X zk?DX*w^5bD$*se?_NBxO{9tEzf%ZttN0G#UoDiGt5Ykd4xq%kU9R8LymjzFyZ?Xa|6oM-50gygKwPqAAsp<-^qR$=*sHf5{0nX)I9vb# literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.png new file mode 100644 index 0000000000000000000000000000000000000000..769da76b8d8f09fbf009a5df7a46f490684144a3 GIT binary patch literal 59235 zcmdpeg+p7*)-Od`prsTq6f4Do7I!EG3Irz*9Et>&;tmB$i)(=55Zv9Z#UVh7ySuyF zqvxD^zw@1U?;r49GJ9wC%vv*R)~vl}_RRVvP*GkI3zGyB2?+^HT1s3Q2?^~z64Ik$ z^v4e=sz)B{4;O}JVq%IGVv=GumNs^vPx^)saWnf*min%W97ss?k)9D{GHr@4I$OY5 zX^t<*NJ-fP#h_7`^}Lk?;Joi4n_db{d)`Z{q`FYV{(Hmrd9_D7ga7TH3vgiCN4vry;0Kl+V@G%|2duT_wJ)OgX_(;EG-Mx{pbdI%P90 zSiL{@MazqVRr1-b#roNggU{`*D>p3*d-$Mu>g~@3KTW*-^#z%1Qskz>r{%Mb9nYe2 zsy~UxR!<}q-S>9*ryp-oV${XHDn~nq?Ku<8Duh<~(S1yR^QAVRD(3koZb>?euBj2h zx9q6eRdtIbJ|mLxg)+o#S57)5}b!lTcIV6UMI64yABU~huhuEWs zFVZ6tB(y)`NJzj(ul^lZenkHl4KfnaH!~#Ezi2ccet&-=9*zg@zkX4oz9Kz&xWaun zzN8`liyG~H8p^-okBT4ikVHXZ($WvVAVWI{#M<7}#sMXG0`ZW5@kvU<9tnw%=J)YP zTABI)2?=?^Ohw&6T~3zY(8h{I-^j)Q!s24}>32Cuf-d|IQ7edpKBbG5rL{f3ixAZx z6#NhI-^r|0lz)&oSO`(6%PCTd+1NoSxmn(_yrmMxq@<)2v@{n4&Js}uZP7{8*K3&c`g+|24h)eoWxvvF{83;t2h|CRMWlK#o6Y7em!v$1;M zbP)cZ&iae_@0tH({G(2d|EZIc+in*n=Sll zXn&+WSeh`VAnU)aRv0sxz9kU}=^c`^xTuQDqn+d@NqD1pU3BA5CHI@o!#+A&Q#lMYJ2oVyW|qlI5R!H64fBX61T$Aa_JE@ z>v??^vp+p+X}sRAezqrIK!c9{8R@?Us6O&*NUhBV$$zDIV5Udb51h1pw@8N^`I;D- zg14A6rNsQ3;UXMq&->0WJV6u*_1)hCr8>qBsu6`ZtiaFcGWDtEl2w#Q$dn5r$hG&E z;X>w*AH6{Od+_;4izJbo`hfzdDB|-6try+r>(u#gNDmLOe~_k8BT1MlJ{RD}LjGOm ze+oY(kb-_Kkl36M{%@)NCZTT>5`MZU-_8c-e{DD_(Ifizein^`TK`*uzX^m6L{|Lr zc(pWR_&>_=JMo1!Y8pCL@!MVK4$e>kpS-rLhs}kRTB>+CC zs~&MGj;~Adwi3(N?y9)1uS;qjD>A{Qzg^!4RBA9{?hjU!?o8~XAWu%;W%RAyD_;0} z(pM^RP>iV8=O2t6D{O8#ey-u>@JpppQXqirBe4h!pq9}_!xSl@(_m0x=Z~ne z#ex*wjZcg*;@lReM{IGO(#8&;Tc$`>y0R!~W5M7lj_g8CDxHm?%D zxod~zJW1hq^d%g)j|n3cey5?Kk^j=Ws$*Cf-${GYGm7(6@Xed#=VUWE%I2fRl1fU0 z*-Zm#kRRu}lhV`G*06wXDf2lP)@afA=lAd5CsTY@`NOz<(r6;uurcG|LlBvR;IEv;EE}W1z2chrIw@$o-77>9*6}Va)+K z+4*M&OH7)XbUZZLP^6XcDS##Rg)W97Uo%}GJBMAa{8I#U{hEg+H$_7Ho7-)3dSu7G z0{Z}0GOY~Xz9$S_PAxwR@TXRI=ru5i<%tjo4@6P7E{0$oyt-h52 zjxEj$cjP&@yE4|%%h;F_>^#;?O{{Wg$%Y^(A_p^d>!ch%+{T^*G|L38GG3(&2xQ2wbD;p=pp@92WxKeYG15PB-VlvA!#VrR%1{1 zL#~tRj}s$&jn+;|Hj{aDyW?nRX=8OsIKn98-PfnTq5j!L3p5`AM3S&Z6iBc8_w4_DHG0X?%1` zfJ!#4SLPCAuk-`d5h;tFT`qd|&Oze3cs?g}9Q5`*?}I$OnEXpcWtFHU?|6=$$|=<< zi5DMnI>+0uyeNan&e?b=VKTM3dR*ST84ET`4bRC<+%tMQE7SW{710oT)^G9^m$UI2 z4S%W>pkV-yjKOLvlr{lm0=XJm+Zt?BI+;}xPA!qMR~VUEJ2gsB4QhJ^sFyN2v>cXFE*UW!3grSh{Q zhm#FXic^``^!BHAn0YGk26~38U%ubIpP`LtvQM1u%0ygzEq4KWs24Z^1F6vht`kFC zML=i8yF1kjR6+Hpx;1d-;3pSHmvkmJJuTnq`wgjk<@rP;s3v^h+8y-!J9R1NVfr6Q zw!2-aq+g=E_M;oGoS*VE_3Kidx9hsys#~CLp-;T&xjxyEv2oXq6?kGjS1Au^St&0t zMQ^xfC{U&)NN3NwjaipGsyw?NsjV`d>{MqprR;d(3-;9&x}YUt+d}hVvv7av;+rEO zcy>TmY2O9DTB^WKM`uQ-KJ$4POy8MNf2@j9^#EwRhlb1R-E3B-@L63)6M)^k!W1ZE zAmW5#8j2H&!3r&zU!Fmd*9Pug$e#m+5=8+f8~}cnBm+i5E8udZP6wzyuzZb)@m;T4 z=!)4)v;DW|_!POE@GPYc5+#XZ9y&NMCp?G2qUU9Gti7Z%9tYqJSE2#K7os|0=iYJG zVNkgg)c!7F=^*l~w=TkkK__`zqDs7fpjT<#omydjEVjb`bhel7`Wz$znoQufkubne z#y6YKA=LTg`6fnni=bn6EbFjxZQPH+YT%pJ##zmP5(_;k{P^U`j*0GD$v%h29Pajp z!3BS)!(z*+DO-t5m)q#-~*Raa80po#Z`;#m2I-9JD#4ya!3{2I#uPP;?4^KwL zvFuaeAgw2St}dqBl~}Vz*uUBuL1*~bf*aV4%N?x4oW!5!p%v_?7wLT+beWjPG;+bC zh~I<{ZoejaRj-ccnh$7rURwGSsBa)Ala*vBi3yLj@ut`NHrD6RJ5@e7kuy90h08`R z9gF1ECQWrzAL32k&eu#kvFdlHvo=bBr(F_14YEx8yVD|qJjhE&HAJJDOe94cWW4kq zD-Z~~LvyLL*8B-}<1<%Y#i;qkcmmBaEN10Pu8i_J*|=huyt-zS9bk89-k(-Z zi?FUP#R$5NBSh1j6^?kVFr}4b2t#n3(LSPxJ_fabl_hGRVI@iklZy!(_~ z84k4~B~v}(_d8rg_*Gra+e_Ug%Uiyb~N-&W!#e4(v?{ z6!=l(WFNpOYzy?Oo$?>&RngS-4^szDC~}n7T7pBC#S%Gl0-8}sgO7U83eUNRe=_If z+2$}fTzXb-Dy;dQ-hJI=1hqUlCNF(%B_t-&V&R_dBA{i!oLn8}RK%B;UEO zqWQV@EM$48sEqfFjQiM>mS;d~aT`rl?$hv`3a`71s}KCubV_Ovrt6u(5Y3ZZW6MM} z`3md_8(nn^dDv#jq@H2<@mAN=+BrvWoABWs#A&(YY5i`$J*H|<16&g7nkslul5ew+ zVFeZGeh|I#RkUV*?{HRIV#A3*gYBY{CRd_oMH#YeujeHf+Lgvgz@gG=>&Phs=8rc5c&eXX&(bQCl)Mob80xFx&NKMhG#^?)bISI14!qezhp0BZkC zp~jRgTh<9R+pNRYYIFBrZ0yJ6}x_l6^La$b zq)2(kb&Jz=jQ5QwPo&_m0MNF?tm`PKF}VYw(b6m%OZIe>i=j({@yLGvvh69$Qbx1W zc9Oq44=|d=eoR? z#&;42OtOO0KsmSa<8v-g{7W4blrrU;zB-J1h7W-dE&4gAqg`OO%aI5q*%yDlz>460 zg!`0g!vTTS)^eq4dmFKk{pl=dS~;^fcRy7ZP0LMfIx2w-_GLf-O~6za&SG-lWjeyT zg}2O}=H?02X&Vo~aB+W2Azcvq^=MiLBMQpDNY*=5J2e_fo)fH^7@$tdkJlsuKk3q0 z9>jl5*3zFB#p_hXQ8l@iO zX^Ma^WuaaH6axT-Vq^G_U{=1cJkyBR%ceO+->;JX`DM^s7^&9Xuou{pucmr%cNDS- zajLdht0vz{DvpCG+S3kn0*~r|;}Dltx-ZO0j&)kR{I{v8yQQIlJw#db$m^d*>`cn7 zGz4#t`>n+=G}GNGNn{S$>L7<~37s=|VJj4PIXdJrOG9?2w-GlEOD-L1(euGGAF!HRT${r*sK>PPMainF49bX0T1dr)3M)$(c&) zLnenqiQJ>uZm(HG;vi_`8+-Czf#0tV8=z;WIlwyVUIiuXfbM5|!%NXp%@GxY8ld#8eZaA4g0Dv22SGcx~J8t2Yg zOT%@Oi!HpTQ?Hx-Tp|m#D#3SF{dw`5E8EQR{FB-=Sjx8YBP|tonUw??eYC2J`IuwT zVv{nUp z&%Wn)O2>Bl4S-Jz!dv~R{*)18nbsqtW`wg7>a5FFty5&QKLNW5>$&Up@}oESQB_?y z6I;nD!cG26hio72VDF4=B_L*O0aQwoqo{}+NRi42eHx}%<8!)`tyXe-TdI#UdcH?E z0?h~xmO42gHsm3}eA9KeqwCyT+KR_me_U+U%}UD*+~m1GPG(3rj-~0ENGM22pZEot z;VN#>Om<1_k1Eam8O6=Q3#7xQE-*wieMMm^L(9eWy3_dyhQW4(8gE0CKYb^Vt(Hyk zlt~qrCzDsgtVq<|6t`8i^mgI7x0gjT#qsaIx|Ga)QX?HKK1)awCUsjKvk`Qy^>VDt zorn6Db_ynQZ*i8Tl124i%uV8iff8erjYl1xYCZ&H88~FRdE!}lhiC&%GRNB0GutI~ zSCOtr1=Cm4&Nax|)N6wcIwo&ZlO($|h>Mv;gGreJ54+1W&+eTQj4N7e-vXXf=u}^f z7f$EH%2UEVLdudV3|8sZfAom;-qX5> zBs#`}{Isc{j(R;>)pD1X3Q@ z(bCk>>(t|%1;Amkid zFO9V45KFu??f|QH#-7V(I~QZ=wV*8gDH!uL>OPG|BTFobMYm=N$KV3CItIzl*l|Ab zid40rm+-(@qgliLA|tciZ0EN`|sr@8*? zK&lCzbPWUhqLG1qQr%LvE3)Iix96306TJh*{kqM0NzD{ zt~_kw`Lt0abYXXyV~kU4-Ss&9~Y#yC3H} za2wH;J&+|hVwk*ygqcNQ^$i86%(*@}6Z4%sdS35SJzGV9OyPoeRQGI*(HoeppFRIr zwEl$penKKp)|seB`-Uj7qT5h1Mg6khtdq(s8csFH!Mxi0N`NEo-cVLFgw!oA9W~}z zY_BRHDn}!5rJW+D5X)l3&9;R-jzvYH`_%z@3bHY}f=J*Bpv;Gc8{Tb*Lw*-Nb?{_vim01%}KSGRZM z0f@_!_Ep%~GqufH33=*HnbV7Az1V9$sRJgftFE+goHb}w!f)2{5HMa2#&AtNb+N-( zzZ#}BKoqUU)v|CEO>ZoGuLtA{G-x}E$sI-G8u2Q7MnIFK(N3Z!-l@ze3emc0I(s?u z*==^{%VWWz1cHjJb23-k3-qTrWea#{74)JKqzH{wY|w6*XAc~y=%aNHs2E~d**)SC zZ|)6Xe23UnQ=^+^Rw#E2L4E(iZ2pk6!864=U`Q!gJYrmVW}7j)u|HoK8ZcCoDCxYk z-H@+IMA1At!Oz$0AFeq2HA=Tv;j=JyJ`Yn4ejW^!ATR`D*`i+f`aV>7`bkaF;{3BJ z%|h0)v(d4#*(YN>&@|=T3*tR@9<8@)DMSTwhK9u>%IUE35Ks%sjr)tAgzsSZSb5Po z=-lh)F3FD|r51#drDw@}X+ZC0j0q$S7)%-;lpbo;N#3gyvdJ_0swMttn#hskey$u> zMcm5*f>{(x8XYbs4PRVf=Buj^YUOu)sI*++dmu9Hl}{I-aU2r0q8hpWlo%!Pi0cbg zNsEq^OcM=*-y9gIsQRt(WgU}^xvC(*etRIdXHV?cVQY+QpqPQSrj3 z$r^9sjHWS}v6;oCn-yQ{m_jjdIsCT58M!;R={AuSj541 zHJm#xY|MNsBQY$E_sZ%%hXb0iBN&Lbi@KN)9D4R z&`t^tHBKevpM$cGDCG@IX3~7wFsl?_PdZ&r^CcEsvt~#gd;JM(#md15S!9IyDBpo7 z-Z4uRi}3rZl>oi+FiRXo*&aSS#h4cinAjCPG&#V9Czpm>%vly}iRR8OGSvolP`4t+ zm(uLaD#7Z(=JzfzYFp?BG6n%!;^|O+FzqF8G;fM|e#a!#wh57(rCz#OUCqntO_5cY zty4fR^Uh?re>M-Up{rCMh%GH?);iOUtExUFi)qOxzoJ>pZS-|9^5)5;sAh^MCnJY)58!q>s+?w@GMHz2Swd1a%0^% zuX}i*ifL){kZ9&t07-R0J5eRGY9Y<)GEhDdb^igLXc06*sEC*vv5N zrOUoRCB%_PBR8C6**m2H%7e)mHu);chACz18g8ql)`*a<60D~SjPINdYG>LpwXI^3 zMf|P-hu6^|ehH~s{p#b4twkS}d2!D%r*s15a^ei+2(GCZe^e?*d1D($Ry_LJw*O^d ze{;y~tnv`~?afT^5mDP|SBTr7S<~D_|Fi9%j{FzNpr5LCS_VP|h__nr(HVhNnfE7H z63-ib-X~VE^ZJiiNF4z%a0(Cy9iguPwPcTWyTkk5(u?M$I#pAq_SNEfyGlVCx?@M2J5Gl0r$Ts@ot$IX9=^aGrA`> z*C&(O&ekn2{QHLerBL0O$Dq`4!hVh^xOyp51^K1iE5iJ9!F;AswmPw&#Hd}ILmzf} zCI;IwPnBs@SNB`)GJ^=!go=!~wTWX(*=K4D9GPioXyyZB+j&-*@2%3viL_}=vglr+?KR3s@N~MvQjsu37%fGsm7~1#n6JJd#mzG z-eg20ev7BUAnll@iNc!3bo{Z4#Vl!>DVu_oPCv+)jK=@XxJ6`j55B%lp!(?Qme5WR z{x&~zUg5JCeh9Gs`O1o=AazT%L-c8dVAeDf?ue9cS3s2MuFba*$zHP`v6<|vEnv`i zFTXvXPra_TaJ?P@UvEvu_ZZ_aVL7o@CWehs@8B>7HJqiCcla}oT3|)(SB`~77haA` zYSnmrpF(15eSHfzWwWzt10%vYA{XRQK2#3W6!4D6oydsCVu??_`fT6@Fl;98lj91{ z;hP;k9qu|Ru1cM|LzuAzda&a0xwpOyF}`NNvm(H&)oSkn+K@p4Ln{;0@*?6fcFArr=b=pHs}SIgzK z3MaKIIMSd7Crvg~7j*IkQ=9i!oz=A0gC7PJt8-V|4L!?65tk32AE{vzJ-TXG0$vi4 z46Lc<6@HfQ=RWvO@GUIXksl=Pkefa-Y*r5a!Gim%iJ zVb)4^nII+SUP{#qPXfRQTJ9fSJ1xu7*Lbj}aD5!t9Y;-lnX<4#b&epv#R)2CaJlPz zC+exj0gX})d~3p^X-zXQ0WPCoK*ZePS&UDFTczOc=;fFxQ5>I;3rh}t5MR;}z z5KS5hmIf!RFzMvN=43P?{j3-0&rzPi<(%Qzxi^-OHI-I7y~Bq$gh6 zn$|xUT1F{86Ij5lTmg$GR>hTk_OWDbXI0s)d^?Htu+hfeOd zm9Oty9ba%fk6KZo@-(T^7Cx6SlSY-{@4Sy|UR`k2+@m<;JgqwcHfb2gxhnKQs)JJ; znS%O#w#O=(VhZNd*c^9elIzRyuCKr9z!Q#yIPIs#9hRA$UBSFz$bUE@956hx|CL#I z$~Z}};SasspZ`F{U*8z{gE2Np5G~RBrU=lpX4K$l!C-Nz&SYC0ljZaTzw&1+&60{P zK#ULR3&-I%y+U6q?``h-AYN7<1Mxo0TB&N>QP}ymRTDIgX258!-RdjuNoyhr=v7K_ zk>_?G&GdQ(m|vi8xzaA?XwK=pE`xYfpRw7Oy4v^Jd+8|yf`G!l-uRV{aLHaJ_4-X; zFTxZ|DG+o)wR``GG3pRMSPP@H(tZ?Uby?XX2uQuFrMv&$I9R2N9ocdEl}FHU&GWbs z+RG#($ekD1cTdwkD$L%&5vS}&zrpH;zo6Be5|#Zu6VNR?_}X`w%}onA=wXlMj{VfD zE32lsWJ6moJ#6(!YxSj|l%s93OGC0TMT^~Sz-R;G;5modwG98P;H-LfO8pz*`+iO? z`RrV{Bz`)>#zH68*N5jw{CuA2#DhZs8<`SNjYBz!N87g|K)hD5d*W>A6{^SkAGjv& zVCC2(gN|KOKIWqCP-_-1rz&+2=ow9JrsV8xKtGr2-l2wvPEMG&mdW|P^3CzrgX2Pa zu?lVVqa3$+{$bS|P<*nK^u;cdTC*UR>ByI}-N~%2@B9!dRpX~41EloDOu^SBO>p+m z_gAzy4g3yU`F2(_rS%ar6Ms6~EHEOkrAadY1+|V%)*ed-ZH&edL|igoh~-aa*KcfY zT~75vx>H$j0>PVDgP?$uX@@TMB0-e&Oll4_vrTocp}fYt`LOE~C*}8dg1A=NPXYtE z0QmjeJtjvKamg`;q&e`otW1kwg+u14u-ohSn8)90+`YF{T%XTnN%g$`WsIQnh?=hb@H}@iob-~cPd7s>x0}w zQi>T?)fJK*G?Ok&pk@bQtZO%iiJKGe2o(Kwpc3=v-;dH6a4IBJO2xbSvTOwg>k6J4 z0zE8K5F@jgW>ulg>`EX5$T)IwXwv-WX!fi@u?#jTtM_Sj5dZ!%9ery*3_z$nX5=R&+q~2qS?ys>+iCQltfu z6~kT^ksA<)=1}#veqp{PlaT1^mpcKk%tdVNCUh%Nq68fmw?0hc8iz)a8nkodZw?UGAOrCQ=2z&m)^Uv+%@k zS;pp{T4Jxl3OThxw*<9hd#ih^j+wqu?+>WbsYXzD9TGz9zsZ;bTEdm(VbRCpae6Zl zO_;sR*ivjk_&GFOcrH3i{c~?!g_Xu#+{>k~wA+qq3te536{AVLV`V+<%b*Wc7%cdp z4_^%mU9PW=Dgh76FcAGcv-q{;URy=3UAW3kHGj~IjF*S!8_(-j&8w}=QEFC)AVyp$ z5dQV@@^-OD_z=+m>9J+#^^}fN#g%!QYGcmNNW`MFaEyThygk4IdfnjwT`$@0eEN>P zH^S#-FFgt8=eKx<)5~BX7%ipYK-FQJiev3cUL)1SF{AMck)+jg$pi>dIL19)6<#&2 zs!tSknVndJ&RS@RFogm_$Tsy#_WthaaWQ+1wbS8?+~kU*ku9|p3bT-&tr!`Usyyo& z#!Pvk^8Bqj$lSN4?C7`BBwrHW1u3#8tR<^L`5dZ5e zhcX$>os{$b%$hMq7Nfv}0WK4?%7?Fht+Kl`xboVf&dK=R9r>(7BvlgKhTy|5~x2Bn_g$DOa~77BV_yEH`3?!*mC_31>?j~Jt6 z(>qevMg-6gB{&SYrxCyf1I<~=o!bEHT6QUmNW#G_^95&oUhz4G``SIjRjyan0Zi)( zb3a#C0J;*FD?lo~_Z8jM-pkTkAOjl6EkR4_J^FFIhTAjiH13XGyB=)!-7|_Qr?1o( z{pG~hri9$?V5pLo1Q|&c_m;-;oXhpH_Wum^FTWX zMn+9>%_Oy17R_4qyxYr3CoYNW5>}^8v5>5gqOeMxBGF>BFJ(0@j7#n+!SsG7C!S`} z^g4K9E($+)02H&r3b8Pxm}BF+b%7&5RR<=B@t}iU1(}f#==i*wc2Gm2+ERDFcG_Zk zuD)5&DuVCR)Rl;f8%G6BCW(R)=Hv0MflnHS@Nxit~git>%AU1B`)tPspS-*XrEiC9*(J%>Z%hxJOWwbE9% zxg_Gs%a+rvVHiZ9;T8fBdjjoSx!;~LDQW}|Y(ofolEzUa&h}^fJ5}MwotdhW#CT;# z&-O>;(&g_VB&(zoiQk0YBoFar2gL@=scop1A2?Vr1AP(%bPfDd`0tpT$*mA?qv+^_ z?}M47&o{Ydtv{gBCCasS)w>B3l)l~>{BUU#BpV(I%yC$@LMeY(G zRKMV3v?e|sx%e8INC<|ModvV2z&D34Ly1qC%S$V7wdkJ;9locy(zWGc);q(#Jw8w6 zyz*CaK=_4&xT@!HEC!PWs)q^?lbkEcqjl@&NAE-Fk^k^@{h@{0CmQXb2n$H@)FDEM z#y%{)e#oO}k(|8wk#IB9_OM`zrS##eemp=}=uJt>to2ry?5?!ywnT%Sqi59jlM$3& zqTGQOwr1W#&G6QVCSdo;5yN}qsha3XDifR@KhLu>W(MXE3TTXKZiYkvOP?Ra;;f=> z@4RiRdy>Ku402p;DU!t^faj5fE^SPth~Kd;Ug^ss6W*R3ayu5%t5COqlN{H~eoP_D z@RU5v=1uqArcp)|Y;0f*mOb>CL(xy7W0pjj$UrVrjT)B>m>5d5JG$=567zREkpzMr zoXSNqbxTi`m}n$kGxR<#%iQtQ!W#gom$ zhcpX!j5^2}C)>NsRo6(`ggI&4>i9klK+Ye8vZH6T;dkVV)2qCfC;&61Pk$5H;ncIm zYjX5-oqCS3kO}E1yrrh#>pHC)Pw*2sC7BX8NuOM<&OPpsS|IQw4_NYA@}z~oo^$RJ z(81E{uqzH`M6Qbk-!!KBsgtRkW8C_R_TqO`&g4{f!_oP8`eEDAm3njYmdbtZb-8X#L$EPo}dU7_YC^>Wbl>6S8{|dk$-5-B|M+=0b@uRp$)*@=#fF9}!bR}9>laN@I+c={ zD{FE&Ek?7s3x4^gOeSjou<16Aqj7V}AGtcv+qte;Ao`Vfkrfj=X0?-A z=1^Y~`#L*LZ;pXO5#Hn8Pn64iqTg_JLiWzDq(OC**Je+aWMp4(%UwyJK39vQ{&?+C zrAc`I&1DuFMFgs%@536?LqH|;IXHHIg@sFFtlniGVr9apPu8Hk!(m7doiFW0`8akp z`rx8js6!XzdM7uxp7!ITfBFiSHz}NZzoOh=G~xg~$o0(eEZFE8t7on$nq7@mts%p@ z>04`kiV3`T)m=uMkH+V7Ww|nx14bDkvg(&=o`cV$99Lo1P>%&eEu62$)jG%mNMzEp ziW86CZe5L7ee_K3S06L-PZp;fcT8CUT)<4BW*aDyRj-BoHMIOUQQT*TzHe2R3vmV? zy@R^LIAh$X-}dpTjj2vY>EXlHa`)>)o?4qqh4N1_DbvV3jJ%@sAa#k?7KBPK0!6y) zug2df$p%r0;WrtaG63tr>*Hw_-=j5L&4rtJw_#tJZ<+~#KK2gl8e$j>LF$1AELKiX zVQ0=P-5O3MrmWCbQQjUG&TY*YKQhPaipQf}!K(!xnX;Q1>J8+Rw&24^!|Bsv2|se1 zM1;B0MUVP-k$PE;gyH_!qBX%=$x5nY6;B~r_Uco+uIcVnL%nS1KK&X$nGUK;ujIHs zPIN1B`=GDl)u*;#vON9kUh`+-Wli27--o@Kvc{uyuu4_&wg^8Aoq*3{1Br~kw&e5F zt~0?H_@bf(j zTrHwsX*emcpx3IxRVlW0<#TwmPc;5gv)!&Djh!adwWV5pyi4W>b=}ztBurZYcJXlQ zlfGf~ZMWGuWpzmVRf=@6-O+o#frC(7SxCf^hywcpk)i|OPn7$**Lz6SrO$^m=4CxU zDaD4JuiLExuJQ({F_kXm5L1;YIlZjx&@}yiEl^(u0wg6jj=7e*_{I{LFmqKE^?^#Y zATCwHEUx6pp&_(z_M(MeYhClKq!;ANy({g|*2SWAIG^p<+5B^S>JCnVF{cd}I1az; z)Yl!~<;amvBca3Xc~sWQ+Bh+h(WMNv&@ZH}I(Vi~5*%Fp^0YSB9;Lx_$Zqw=_KA59 z%kE3U8!g(e0Zxc~`4oZOvz(miDxL3LjR&;;>vvu~LgGxd5ZRTfAlDN#OlQsy5$*_~ z@ccMDk+j(Sn`9C1vQ1t6P?orLG%wA;xd5mk*=PGPHk z`sJjRIu>KW6g1}EG3HS;4M=LTNeG7Vl2~n;+{P0{Rvsq*)QVtxL-KB!up`=zau!?} z1iCu+o_z29mrV_gNA4=h%2YaYaPFeRS?nCe8hciz(jt4Wln)%)o)2(il=>si zUV(jL(cLMcduAhw3H5Q zW7?FqnQyv=wSIobBqhJAipyKdvvgF?l4tUlf2ODOu@uc`w9JeS^R7 z_q`b;LSrO2N@B*I%F#Gv7_&9-p$BHb0>ooP?3qHB^2=3Yq&3pR2`rSAHlzi#1L-v& zTUGSM;?j$`NREz4>QO*<#xh4EX?l??-9sh%Ua-=YE>~2Mhq^;5<7f~VQzJ&bJC5|t za1hPA7*|ZU*WUmAr?QRG4(A%^l= zaH6h$Xz#3zYeR!(#hJ(V`%iP0GD2{W-|$3Gp*fzDlHvjN0FSO`6!_*Ed(?P7beYx* z-r|gQ-%M1d;gcvgAmn64$?C^sM_#M=;i>>-a;M~MY?~EyegeP3g1M8s%;?D-$~6^I zBKSJSXM{?MeWr-X=4@;t(x}xpz zxrpAX$680tMv`^)DHW;aRyn?h8nff9?c7H;3B5-1n&V`7nWzhR%4=S5Q0U_O=d0`1X_bt;#sr(hey{h6=Wnqad(^Z!rp&~* zT~npe$WQ)~81Dnx=_Ff=C7g|&Y(@tM5>bNxeyuu?D@AKP{PH9An9%C7sOr`WB^TGB z7O9k8*S24aCzmM4V^)t>Iy@N$*ms8rNTm3 zb`PBB68gC8zyT~{eekYkYI}KJR*7`uv!8Vp2Tw&UqHN_c)5(fUD#aVHXF!KYj9Efk?${SreE85Z06z%PJR| zaV9IR?K$HPmISa5LYNj&+qdb3J4GtNPj$4pzvjJ3_h8DDo*<({Wm(;j4lNex@p%k)$76yuxvF`%fPIm+;tlT`k zhHl6dDTkoTu_F6OJoUSg&=>?Jx zyVOF99Cz0A!nSqB!9i;db(|>bqj8#D3Wr}+VkpH{riz=CpLQnn-BMA&fdTGldYZ=1 zoA1DG7JU_!HV78Clb_S{2_{$pl?$JXkD{sz(RI1vVj{&w{=z=~2uAH=>3olQFu2me z;FnF0u||cv(Tw6}{0=!Yqo4Nx-cQOYXLOW9LBIVA$&4i75i+G>6lx{5BKAyaAmRs` zjkj!^uJzLy<*0t~Nr^XaPtLAQcif|;n6@b?7chJjT#W+)WCL5QCj3(H7Z2Hlcn@}# z5se>klccF*Zl&OKG&DWS>?nsn($Hh^0~S!Y)ukv~-zPo@*NgvX=Dv626O7~EO8YCK zXpa7as&eER0SV@R#!~*KTL3&DA%$qZE&nf!=fClbe?)*-4>U6Uis|Y9tm1D7%@o|v zR3jie-sk@nm-#MjyC?8<46lod2KRtT?e#Q)bDu?=51UCR(?%Z%Um*lsKZzPe< zMefTa`~TS|FG5g1M!yWn2owJAkkbg9QX>dN!>?3--fb6Z}&vqS6n*-ZWAthd)~PAFa_h_yO4alWXqZxY9pgSN?uR zrTGo)wVN0;`@8=BR~((?H?ViyC8Oq_n)|m*FQC7Hy}kO9IsYBlTZ{ex?A2Zlo%=nJ z`j6qA;=?V$N&k&3`Jb5Rf8%_87N{N&&!0kh+@AhZAO9Ba|2@TgK~r=7H?o@k6)L+z zYW9~bIAGaD5JF2GLBkaC9+m-s0U`OWr$|)6S(Xk^_lHUBu-R_?DLyf=D67ytlm8d| zJM#1Ha1o`gIZyln!L0|^g?N4az3#i)CmR`oskxbnHjOD$H5L|gp^hRietf@py=WZ1wP_)1L;*lsNJ%0M;=4Pb{LKm%3)b9$v-y456a=9yfI1hxe z6_L9^Z$6RcBk=7F>u(#l2z_U}?=5fHH(_64q0Z1enzAKj+U2Z!RS zeKBrNO*^@839_2{@}7#y0jxWD?u8D;qI_TF9DdR4G();VMY~|=Fwvkfs zGk?_5Fp-y??Iv_CfZ~n$RYudpChP71{iU<{8d37Avwg@p4UPh_uQ#dq28&mOaForaorv6z9QCQZ9YBK z?P$01@}iTzoN3du@@1z}|8hbH(|P`rcC1j8p^ZAG@W9!3A2Z$|SDBBhjAy_6h%aG2 zmMdzg>lyz+@QU|gafGNoVBb0Jys47@8=(L~U_TTD{53K0lEiC$cce*64RduqVnTgh zGmEg{4gJ4H&LF9@K8E)k92}c|wiH9#hVu+mnCp{sFR!c9Q5{oI@_ygmFVs0CkY7!aSj<)u}(`}JHB7@YPsjeBG-TyV*Rj6q*Qy)Grd9t5-a zrHf+cmmxAs+04QPaBU?xVgKg%q)2>pZ@ZhD@$=b}E&i!;R_RkZD#0%#qao?Z-=d_M z#B=%tq};t8St(t7R zl<8K6uUi+T)zx&gbZosE*XPN)E2gIH1h~DLrZ|~-$_hd}{XguzWmuGL*ETGOgh-cw zgrv06-61)2htiF-G>C|FcXu;%4JjZ3(%ne+00Rs??{Hmu-SIr%-|x@+{&2QoJDqdR zb;Mfx+V^#=Vf)}kn6{8`ickix6br^^HpgD_f_?ymcE0)T#FR@>@sCW))Lr|gXAc+L zN6oa(;AMtn^KjrtWHVElcY-IP+1FsXyqL%S0sF6=6f5d@SZX(z6N9p%4Pws zoV&KsybboK(lnDkdf-rqvAQc`D3q zhg<==v*$mVS+OTb8oJYSUofcqm5H*%U&)(7(F7)UZBmHI;`Wht3}qaz)-0P!#$9Pv z>!TtIRQNMO^Jww1VWYv);rZu+w1%cXceHlqZBW!|36FFzOsn&baj0cV*sl$IiCw|V z5r*DZ8ubxu4`B^e9kI6=rg(XYckMgxGF6|$v+_32$Rh+9lf-xt@VI`YYqT*RUFqtI6WI z##TwGxvYp=`1FdEgKNvlz06OYNzXLscU4=6`PI0P;>Y7(GFJDWg03)O$ARvPPIqy@ zM;2)1H1G-RH$%f%&o=0VD&AZHQ8aAkxkK}C0!c|&@B&w7zBFdjrs2N2cR^O%@?O%@ z;=B;3yanfl+=?#{D(p=qWfr{*MBy_(8E63X^+<(nl8DrrlaXcJF=ZH<)gH%{zf@6S zjeO-kBA&ePh3e&)>zyK@p#dm3LqDc=;n zh}0URr5Z|7Zu{JQhZZg)t)7vsC=u^Cwj~YmIJyXovQYq?Vj*c|MFEx1F^kKhfFmPLY5`O)3nxcyK_iFhiF6 z=9)D$-+6K)1K44PUe(hsB_&DBm<11H1=Hm_EPZkq66snN2h&WI^94{4=;uI#l#837 zl8mRD0^6|LTH#RLW=SsKq{2G4ul+!8odRDpiAw63*sja(v`V6zI_ADQEu|wx`TFrdj8fT|7>k^|- zvjPqrk-npWdWlMviFJTewx&u|=0rg)NQzSA52h1EKpM!Wa+%DFQU)6eF$fB_`d5OM zUB4DJ2|>TfGj_vKh;+Tpj8g`&*TWoA`lI4+-@7}44PBte0%7?sPqSH3q|~epyfFG@ zHZIdW>fCSX@k#I$4GQP*ai55Ng&hJU(B_W=KnYHg+cSxU7Cg4OYGH(G3Clv~to58I z_j4EDnB>rOcNgvR5jm%T@|q2VKLz979$k;rmi6?1&*=`{eFOj#@WEQim7F#Jj59TS zu4!>R31`R9iQUyCsj8lu*;b^2gE^TTL9+JE)oP!m zr^|EpS&AEKG7=PTBeVAR8QJ0RBw3q@H2jo2sJ3zZhhD6wqcriT4OW#RLN#< zx+Yik^T6=uT4MErPktB}T)dA23G(HOq^fREtB)$@i+FCHu%xW&I{o}TOC~^)j2?@h0=a0=UQsq$m%AiEL-j|B+7q2f-5)Q9*5~8z>-D9*{Zr+w?27? za&2aD#8#P+J84;(0o&A=`?6Hs2$)HUWDLIpsMvxz5m~;g{7; z;V@@}0&+o1VdhuUgVpj#wN7(H8Ho&FUBfNkhjQ;a3u01=yVj;qs$z@NJ3;8VX>9)(T#gv`t>9`yL zCdt{}Ae*v!yxl;Xq>SIjFO&o-^-|uC#~%Vhl_BbvJB#eClbjj~m^Y$?9c|`g3p%zL zDIRyPAc8XycDzc^#KM&vY53gQaZ9oLYl%EdiEHLdk8ZAUgKKf-GKW)jLY zy~?zUHq+TpzPfNk$4?-}p#H|g@H5dV>YoXNZ?Yh;Ts~(%4XM_fi!^*fWXaxNAtryP zO1Cni_p|#V5RJLDnH2RS*BsT)a-9@5nhhCIeb{k9S=!mt1V$P5lJ@SJMk?b<>Adev zA)Dpl14J1PlVw`DPDTA`f$F)3ZM0V3!5R#^X-c!o0?Gg7dbOZkCrt9ZPjQ~V-S*(baqd~$)dc`|gA zmp-&Vwsgk!PFK}6zQsugZ+E}=go{arBpElBy~McrHHmM*(ApcuZ-pNOGUAC|mztZw zu2Hy1_VW^+8h~DfDTh4sI|cXdQ6t1yW0Jg0U=xfg@E`-+XRoYP=gGj|1+b3-{NcUJERT-g`sZsIc^TNXU7yOU_iqrfWXoVj zJpP@<6Cs&i7bYI$)3jMP{(K|l=w^;n!V$cA|7Hemd3Z#%j+L2tOXh`s?0KFoDT1G5 z1P_xqAhSPvkAQk-Y@cKfBjobQlxm)8=9+p@!ls$+1l{EA=Ju<@A2^|~b1eR0O&{DH z8z^Yqa-|1QvekL7epn;VkgGdY6Q1)E%0fFcQlj1KrN?**77yDRvRt?zE8T$#Us7nS zr#vDu_|V>1ChqYYWMW6dX^kPWL|~Dx$+OWKGuU`&0#k&Y&RkU&VbiaUA-$b@6mrcQ zL+@WYxH7lDPnKh&N+RMET7h@_))^9ExBPOR-kBmw4l;i3YSr!oc`8zo2szx)9& zUpD+Wk`f}nYL)1uP+7Op8d9@m)%6S2<@y1xeD{k#jbcDKQ^rV`o0q~Y&w9!jy-%-X zSaHU&v$nwHY}+VaT>VpKNv8!-CSVGXjRobFp{TD;K}}SS6DCU2Ef!tU;=lGD565tFW{?Mlry=BL`RN zK1zdo^Nx#XiaC0?#xH3?22WVUqX+hj9#5F2R%8$niaM1HcU--NnY4xEWFkv2jH$a&(&rg~^K(|{p#b(x1S(I9I5OYInL^2B8y;iTi%Q zgXKg;kd#E08n$_cJbU`|PvO zShS@x(jL>dxDCSnBX^}yM+_?_rBvit)ndYjiCT$U2fye`oA^h}(+9Q#YuNz4U1EHl zvUfolCMjL*Laly6x_3v!^M1?;gSNvmJ=*~{U@um_t>g!!zY+Uzp4hjw34Fp>M%?= z7xVW(9n-`8oAYkg%({MT6jSx7M93>~(n%lyOXx#KneAJYzc+h;Kb3MlnAYV}g>YPh zy_PRh)KKcsSd5Lz>5)+U_xoxonjdn#_S;AbptMFyr8QCjV$fF&qxYesmn--AcX7gv zHXV{JL@{5-%7ATi_C~c9S^1}A3kwAvEic>EdQ&y=2aH4LDOA#TL^U>3c?zb%ZM*Pd z|2~7!TC9SCqJ@Iph?u<0{B2{S=`@;Yw=BT*>@2Gy6Hz@-;m%9FXl^iaqLtuek2*0o z7j^3NN3^thhjiVtON)MuOG=FIO@%~+t3xHyTJl%gkB9rnY85t>h3Vyj=F10-^k!rh z&=iOmodoIK)Y2GinfW&W49ks-%s7u!40q8=u*HIk15sk~$gGGTaLJBtdwhiAk zg8jf95<M40?j2}M5B%jO{yF-L{wQxlD_23f9<=mbW;=A22ysa**a4rynE<0e5kS`7MrJ>MLjj!qb)&R%;4D>7! z>`iTJNnEXnDBg?;HXEg?M7w(2m5$X#wsb3A8a}ZAabr5Na6lei`SXYn#`!kObL)lp zk1sjAXUS-hUul2Ouks~qFhYLUJD_3xqG#S~)t^b;R>9lgSdqsNaC-73UC1l3{qodC zV={tAUw(6LZBfg(Ue`y1U=QJU!0f<9eJWKfD48y3pLV~^V3&d!#c+~2-t7oq8uwJn zi#IDqe)n6z!n|c%D$0olpF_xSTxFfPQE;1=fh78@473RrQG}p%k@u-wT&Sdbq3`W# zYVmx1tAXukk`@DNI()dw_3L%bI#zGVX|{2DU`TakpKgxY!*VZm12*VipD$26+aG`L zzL+Qyn56cT5WLU;&NdWcJ9WZ%^+&xzjC%C*#bXDBQL5km;SmDe@sDmSMobyLPpA3) zM*e81_$mIEu0+jcNEKpXi_cB-yMv>Oe{6hOn|~Q7+JhD#gHY5$e6Fs z*f{l#^;J3EZ(Xrsx}gvHEgFdG(8Do?4#oR3tlxlAjv-)cD0O@S5UyGQ^RE!+v0YS` z^ZI0d6Wa;T_GII?abK6}&2*w6ZpkADXwH;!acezs$Lg3UnrM3*5m7!`twNIrz#FE5VGhs%jKN;<&oC@5r3 za+DE1_4acu5!O@XvRpRPA5u|5+G(*V{61ll^GhnGapyESZF=i@Fccrwjuee9fPJ%d z`E9naCd;kVvKp?TB3n#lHxX&~9D9eO?PNYYuA$Wt1b?C!6CAjlPrMb!S*1TNhIfAL z1V4ytH`v(-zun2dOE<5%g#RxTUH*Smqm)H3ysl2GeM^a_{;DGKLxT&3M)$>JzZdX7 z&hAr!sCJdx;>sN>1<^W~F8eoU1sAMuKanN;w{RvpidS{8{@4!!XBWIr@%Fd59{g|kDk5EfHy?&C<}9O=Jg0y5_3t-uqykq$|Ci+MLQII;El%ZdlcKv&l8AdNRf zJeR6u`LHowo#0jDSETPgyaAYG!s%@8LnK_58(&c%1p;*57gzZ6?I!dZK+Op02=7_P z#-)qcfpey0-~0l6w`BLAAq7!!3JGOg9L$xykaB)V z#IT}VB|v0gV2F>2NdcC_8IPw}SR+Z~uh3*7Uler9L@K9oS1>TLj~|*J&Nhdc-?7V( z@$AI}%PZhqPmFYI*eoktee7p1)oN7A2^}>6xsh%+nglhjIC0?TL@HPP(*#^O7iplC%BA~Dgv*Q&bWF(? z74Pa7sAO_`ZJ9M^*%j(jXMIkRbYmt{U#elbzZLPv!ebr;cd%dNp`wyfp>UF64!&Rw zP;p0gX8BJCk8av}9`K2<=Qj{O2{F!#QNP#>~(%X?yF{{Q> z<-D8e1djv1Z4CG(sr5yYh1;TFk>{!a1nq21{;-~KH|Q<T&HU8nd^Tyc9$k+zkf^cLkTAsW&v%ZFMksFKkN@Yda66=JK$B9SM%?o$+64juMJX+Subi>|1 zl-Yw7N)PmHBSbyR3+xv?UCUMcHu&N&{QMJYSi)xoJ3O5>V+JnUS>=j#^uLfXIsyPb zm3Mj|H?oMV%W63|w&4ThEFL94S)f!lMrwh}*=lrtr2`}8W#5q8Myi~qtUV!z?y~r~ z4z1^yuI5bLZgva2b`rX}B)wU@VuWEqJ=^cKlW(E~P8A+NimIAgiFnXcd@bQf@ww7* zmDt!=D{%W=WWVqnA-7Bv`KDWtYQ41v11D!)&;F3HRADP;rE*T|nyPZpOB@{a^R>+Q zWAIb{+q)=6o2^|Am$RZde7L%$(S9sgV{SpDE?Ip+OOw7;jm3ha^|;qs8|?-2cB{7T z^k&JPiVAnx0&X#~)V~6vXbJu5y-1+y=q6kd%1k8hc~B@hV{wd^%X{1+_n08w94-z9U2OmKKeV(wL(iB7lo~ zTSI9ouz)~~CD<{(r;JpwLK%g~FT8bPQJ&LJ5U(lF?2?3~DD zew0YA^OZNucwmO}R~$eib@<~_w9U>YQPxD7%kk*Tma|g?_?Z@ct{r}m-Q4AU8XH7s zF(kI$CJOy~#JY9*0ZRR*E)P4EJf4bbjL8;JJOJ5qg;!MP4H9pI_L`sT# zytM>{$)wE$nk;M5Q3ea6N*w1#iF_E>{m{Eld{yL zg&m}?s^C+lJb?Pq3C7`mG9eqc3+LO^$7gxIkA|m+q_~@qA>B%6%dShyh0to|2=H}A z>qx$#c}m5S`%Ew+T9ke+RsB;-xj|#**3VQiu2QWTok>-1i|GnAnJ1Ak5a09Edd^?# zvTh#fc9uqI!xt$N`kNDS{LY3tBg4av3N;Ivx4lUZdJCx)i#8v#oDKt^5Hx6U4OL43 z7*VUe(W3LdWsr?`#8L5WFy7QMHjY*0^}Cwlsk0n2zP{LJP>-n)%m~r`JV4)IWr7O8+`v633w>;yhFeGY% z1wh~v`mtW#Q!OtBt65L6{dP`=n@N|i$S?UKkH2rTK-Abcw?-+^`D17H%d;C`hq4)_ z(k6zZE4h3|dvtiXOJ3?Tp7@dPV%mQaNqBCek7%Zf!@oBsQ|u1Rw3kVauvpQcQgmiv z=wXyA49r|TQ##ma^S(N5o~?TDivgW9tGjmq=+(6ZZY>wRG_~oCC*y~ zIn|*O%_ZNh@4@Tzr7j__Vf$<%B_(UdhYSeV4j_nq!K>TbFyKxJz3ueymTF6~%_xg?YNuWQyj zcHL)%gPZVDCivNYZNE@6{bwkYvD*ZWWFNK-pd}_0>!O?;!xzKo;qWAqL~gVz5P95r zM9@mxZ_h2v#-FYIHkADRpt6jth*P{m0a%i z&jVa=#O5W$qNx;HI5&q6!a}mZSGeDo^dz92tf`ovCE&2%l(iDRz%Z{yEK zqCz_7TphfjrN+pe+2B`X;x*k4Ewi7L{*MsRD6vUK6SbJ#t8B@~qG|&1GM+b#d zh9B3djh6z~-nk|Kn%trcde?C#u66Zs$Ks-iY+i_Zcft$nRY_j2#VbSg@vSzs@#TaO zVfKVJfa>llAD!~y2s;F%)4*?6KVL9WYd@9BQ40VY+EY#%;EaTvNukSMd2p=h$RD@^ zGMSmR4!wLlL1M}kvX3|7ij?9oNO=b9b~)|{Q6uhjuHB;!=w^U!-7~R#^5!s2B|FrI z@j<1;R(}{zk{N+w7_X&HwNrx6PF(}0(Dim!Zs1GHvRHE#-9dN*JG(G71ArKO0%Aiu z;h@uW845YvytOz+aU^+1SEBuaEP!BCFiI(D!KRS33KO-?wpWh$!sEvyLz0~q*ggA^ ztTlSa5u3Da#ExyWfIF*z$JtKSFcoln!5%b}F{Al8Q%u>tSMl{p-0stgf-bx$uO~Da zYF@vtSaY#39^I7Pw%!rxX&mZu`H-u5ty)s54|WBj*fn|x;9XNE^n-PeGa79(l`Wcw z`x>|kY8})^y!`HlDl4s8mVzmG;>Sk4}4r@BBqaXNM>hP z59bm2s*@6j(n5t_{T>y6QST?HpFL5@MSK@CY^Lj~&pa9%`-2kZHukS&&a$EiE9R3m z3F!+|*3E0oAfEkR+Zjg}3J)V1qSNU{c6e3ThIAoZxj3&thowyn8S&GZc;dV2 z4_)G#FBMH1%DBr=FTV9RXg43iify#Qb0?*P@4WtVZqW@r)|^XPiZaXL3mgGC-5kDO`iwVb_Muev zZMJuF4ZGW!)|+-JJG4C{F($22%DbEM6F4^=*hSGlW6~$3mxT;ayRs5Zv&14C#27C? zA8hluKHJqkB5NEHg7~;u&S=ipS>u>V?Q%%k7LaaY`s$akP@mshy`Dt-`UQA@8x$ST z@Qp2M-#c46!hIMDmiH5gGaN}`4T`9$q{IL1_29$)8UZoqJ>i>FMsw-JDbbx_G69o1 zA<~!dCC3BmY+R>rDr#~&VRF-85F6xLrvtS??$g@02e^T<5v3iSIp{N0Pc!Ql3e z%evKhEv5}q=`-ei$%5IB=&reRi+{{PpcbW^TsIqS>npp+3Zsi4mF-3bc$TB3-O{>@ z`i~38P6XTa;=}z@^hcyh{pPjIgLtcnB`YI5ev<0MB*Oz~%1I*ZK}4z#x0h(pCY^5) zui9*&(U4geL@boLm zb-%4+BLqD3bh7wl*kix`XrV*on~!0&b;6Ql;H+$cC7^udi=P#n4CvmE&pX)&@lLik zc>k}^1)s!ZbZpe~DmlBB?%m@4o1x%=K8iAm_dOdcz6%z5fqSePrRo>6akB7XqC9yz zS*{~tAC@a{8%j`S3TM_E66TnMS{BgT)*}UQ!B3pGWR*IJ2@Kh6n~4qD6Fn4d=9-<8 z>O2brGo~p>BwJmsoIXFw1&O_&t1(9-O*Y@FBhKxjw+ku~n~9?b%&l*>aR6ReM>fg# zSuFG~f{A7;SHNex^gheGWVb&nZ$QMcp?hvPV{ZqtJ~%!{lVJzMYd+|)mk)$J~z#pSyW zZn-rtL)!1e$NhS8TO_M@JH;e6@?HjROzTOsbnbiA;~o37sB}v@V!Yw&FBsJPu|?51 ztC*IGjDBx<_#$q-1_Qnx9)cE)5PUC?L+jpmBcDzc1I>WMFY7hZEH)+p!t6_(HKF%` z)piSRR^!afJemce1cDc)xNxWNwiPjfNdq753o6r~qIcW;M$4_^6*fsfxJ~#F5%7w2 z@>(p(m06YyJ*AGCx9yuh+_zeaDm;#J=$KN|ZLo5f;rUn^QfED;kji6YyuE%S;k-x4 zMO^@XEjBaf+|h`I@s$5Ddctc4*FuG7gMjOfHm?Gm!3M+N^Pg5a6oH) zwgf@8lW$GxzQ_##pHyNzxb4;N=rr<~Kgrcm+Cvn_2$Qn>uB$DNWd?y;=tItQ*t%ur zuEcL{)fn^&>xfs6tw2g3JfJ~Gmy&=;Y%uvuO4K1lCJ-eAc`khoiIxjhuPfXQtaE<{ zZLu>b382~j)ofUlv3Y&KcN|d(hZe&ZskT)!Qy$VOt$?(X3Fscd0pT_)LdrDjL>zs1 zEd$aS5-069#0fiCqMm(BSKzh$mD4hmijsb}FVI@lbK~pCLDI!_^Ay^ry>})Yg-W5( z-zh7Dr_UIE8Bu4t1{t}Z&vT7Toxr=E&%Q}J6=f>D`CvDOkNQs-psYj`8>5WnU_|NA^#@F{mQ}r}qX3C7E zE!x4N>WD_(+?=ITDwSpTqk%Q>jyw~pC&l{LH?fNeFjm=LC-aAQ)1;^KOl*T1c#~)% z{tD~TfDqv|-BUP1Z71gwzrVk67}JmE*H+p3nc@S7%&R-Yb|<8*yIrLkk`zg7MlmAy zmlETJicHN4gMB~bphQ_jK0QU2faK;C#ae?qtQWkNfx|jAi{63sOO7(!DV)CLx92lf zS9UAH{V~)aD}vNP!GEC=%9?d7*{A*OWf9HT2S8 z&2fP zSKr>>zaw7qs3M22yRSe|+ZC8M835EhLA#vvY|x$?0mGYLjLm2}kYQT4jYapUd)O*$`==_S8KX~U=mY6sFWJ1Wr=PeR<~zr%ZjKg%t*g5TV}Rz}#Q74h~@Q zXpJBLD`+CcW_H4hzBkhx=$nW%o0MP1L0sbnz)>M36Xrj%yI>(|8uLp=C>`TseFI4# z5hd3uygwUrl>r`b)dH>lxmf@WLo~bDkG^H~LN7mK*2YC#Co+Cib$xmG`IJQiA(WAE z!Nz-5Eudk2Aj?%Lk4GqeJ0WPWCRrbZ_uYqu&w1lR(wl%kL*64pIR`Izt?Vm8yogBa zqzH~&AcJfS6E;4bMTcAXHXpGSMmtX0XGQ%mLB9=zgJpe64=NEqC5pdB;eWn-)$|v& ztdq3;j}QIZ#|_|@jXMI%+KECjVvf5grl-wqURnybcfj z_@3xkuM_P*CrAvw(m7u_2oOd5Zx1N?0Sz1e^PD$BQ&j((0q_Sx5)V9Wa31@gwmm#q z(xZUU)s_`~mj5v0&z=6?SO3pZgAaKAv&z9uYn*>=fw%mK7LE3Caf6y~8(OgBufIKU zxD2|3fIG&^+$pYR1RHIa)#dQn+`2~s9{)2@MzA_q=r2Wi!sYqqj^ zgt0xBkVHGuxcUq~L2?an7iHtvAhFW7EfN zk@#1Z74QgEpEJuQZY5Q7eB&oW{}7S7Zfuc~T^3CEgK{h_fYr*rh7By>x=Xh`oRtI@ zz!o4ID1R0;HfjJ3=@7{CywscBCHdL&v-jot^nesbgG|4%qc~w7{*sH;z*ufYlB@TJ z{CwUUU%hSj7VB*q!(nc=<$Go(54)8c(a{5I0R+{uI#xHiF)Zk78LabX(=1QkIbHI) z_@N2uRj%KwH@%*eb@J1(+I8SaoP1|Hp4*-QCqz{!HZ>3la@_jq=}B7 ztz5gVw{bcLPQ(h@k;tY9`xp!ObYy~i!-y2IGRvG6>{4!Z!9%)p0V*a^pdJfG136Xm zpYH&W$b1@cy)WVD|h|M!HS78fuTN4xOuVtM}$Gj}O0GJZK@pco%=Et^?x78<3Ke|~*+)`tV&v%mzdAGv0 zlHz3F9M1Q=qL7*JN^N0g!RnsbEoVoN%!AoxrW{P?iOIBT$v0_OXFn4woSe+wq7UK? zYR*$yevj>?U21!Rd!Wyj60b%N$OzTA6L33kf>-iVUp7v(~-=j6s`&>`xtjGXsq}X2`4rmE~j`nw*KJxBhDnN0GY&bTtbDkE?_k zv-QHE+zx;W0U5sZi0nv#W3484(#Oj~n4p_Nsb-l~qsQG)V>hrp2Qu$;W`x%oy4#&a z&+~rGv_uX1hCyo=fk7{)bkeUTCj8Pm{?@w1tt?9zGr4l{gr!6R6a>iNo>)#RWSRc~ zg%Dl0@?`dnwa*I~*b#A>|$WV|T;5;Nsf0b}Z#Tup*%8Da~Bv$$Ty( zY$RB=>k~8-lLR-8-R9y2NGDB`r9izT7RPO@HG95BPNbYxK9TvGC*ecDyvO}|=rzlQ zx5I0HuQKE0eh)fh5I@nc1cx;)lT1sUOqN9ZxYDdF0+hu9M{CZS@OTrnXk8FDF8Fkl9Z>}AaX;9SR10ej+*s!8*S;LrhR(0 z!4gh!ekXU(j#*Lbs3W$fqQU@G4D1ZS^CZ)LZ&2&~-r!M-sKS9S2$+87 z;T4W$V7;*&%Wo0++<{{5OSg&PvqbhkTRqWh12h7~-F^%OOi1okbbBz%j2FP?2azZ?sfhW(VziykkQAsAc zU%a8V-wS@na=sT-$I0h)QBKTjTKh8t+V7Rv>bk&;+zz4>%I=x24d05bN~4yqRP|$ga(ly) zmc*t*xe`f6Tc*Vv!(VSR5Cy0634Pjb$}B0*y2b9yHpheDoC!TC@5FQ{$zn^#+GF

R>S>4W)epZf+t3z4TEleRXnrG zq7H2YsSxeCgb0uIs)k;q^_b7HM`IT0Gm2T5(Ac9Ek->m5lg-=Aw%7t)jpm|lrr65P zB`2p|zs<|Ff_uU63Y*z&>VsNez8r*Y+4a7G+vb)2WEJW~L+y6V>yLMyHO>oBr^5>l z^HU_)Ggrr0!g@F3Cd9u3Da~hpKam*P9^&sg!|>7Uz0S(N>wq1RGq@k=vyVQjiSH17 z&!|lj{ihc|oXy!AD~JM0Gf=^UL9a45oaC+^LiNUJRx`f8F|`WYQ{c`BrT86 zW{$<KNojrv0Qc=V%@r!FbM-znY)&Tn&~uV7G(+(2%BI{66fK zT1ydK0vK!+Q?!{inADn-c6fjCqfe&_z{VirARSIoqFBY$ZWbf+x^lZrND`c*2JhLh zem!sIdt@5NZKvx|`YVpzVoRM^;98zka%P=byH0YxZvWLexeeuDBG5&tFCQ08zW%k> zu%LT0$H{tP)=#3f-~-#REyax9BM7K%rKUoTYv+1;0X$Dxyp=WOf~m{--1p|Nan8!` zzUlnvHg>?fI-yZQPe9JQU5V_#n^6R18G5+FHqT-xZvpWtL9i%Ne`PdWmuY|WlWw-Q zuxy;NPMF=IKmA=_j`81n75nWq;{DZAVKm;1lO17^Ntd})xMT{@Q(AJ8XB7DQwE_QQ z#kQW)`5xEqnf|PZrR?fyGZH)(Mtql3RspPDIpHXnsbK>{S zB1CoYQ+Gc9ij0@=3>(TKckI9B%oPgY*FU0QSe#4=n)>y{Y!o7R` z*Q=`C6colfl1#W84)90Q=ek;>OIiFlU$CS#*Jcs5yUZtR=(B0oAN?|LhORG)!hJi9 z%Z}M+`OwaZ)I8BofvGObcb<_&x4xS1Eh(2hogOzZsnvaX*M0;E9%(P(`ktP~#amsP zt$_rN0ST+hZ@|8ANVDP`dx4_83?66b`!T^Ri{bQy3GtS$KnBRgyH&8z15es&nfXv8wUt~~gk!7To z5v{i;rqRN)E6d`m(<|%G8ahKslVtPt5mkbvPvD5Z5z0|xM+utHSHH`r4^+m%oHBvi^KRi&`d4--Fr~y6o^h^1|9N z37!e0nbg_Nv9o{ZykX657??0~w(z4TU<`hSSo3ch<#Dh-GI@rW+ISHFTsy#7(%qtU zGcWp>dp==FYpk{L4ccexPTNQ;1pciwhoz%Y-K+*AX1$g=U}-`2)%fIAmwxSZB@kw5 z&=02&N9@*HUT2`yCA{EUw1IM@HU2nS2FoU*lqSE35o(?G7~Uy9nXeZvlnSgoVWC(0 zvN6y)RM&8(p;{Dr|2)-eN^7hu!Wb8Iip?nzsLinc9dI@vTN-FDL1-<#%wnffr5{d`3AKp(G~<7juh&m%?h z>DwrSv)`3RB?Rn&Et91>-ELSu7tO46fMw$pF0V*V+v9wYBE0NQk|HJn@yQVm*||2z zr_!L&Fck+iB0O}{5iX6H*6mj#OJw+4UX~6U@lyE4%(ONr?9X;V_qAo3BTFsGCGGl) z^85s(oD;Ymrh6KYCST;n5RiSfb+yD+ZzQ%tt{z)y-iajE@wqo7|EjXi@uh)Z#Qi>f zWH98&a8GH(-9xETKV+7Qv!$!(p1tCuMY4CTQ5xG9rOfL=A>WDb5kFU@G3vrT{xsT}a12fdN?VgGSQYz7|Zsj2U)%-R_+%3f|273Pf^*2oB zhgELx-^q`c?jqNRd6*#!w7~Fgha7ovZ^Ku?ek)>*A*nRG+Rta?c>$vtTX#{P;BniM z67ntRapAUsxsjM|^E=y4Jp z&L5OLNw=US5%sCC_#vufAmAQv0J@kJb82z(+AT!;^u&1b(soW9u@7E-d%odR#ARXO zQed;aox9Lub62@UcNa{2V7FJ7a&!t;cDbQ7DS}rY?=1Cptqrv?K3k_i?-0`@T>6F$ z+zi#eNNR9CKY9U$OL3;7@P6!(nK!@o3BzgIh}k zhH9$+ar<4fssROPIRO z;dAYh8`vhP$?5(J-WNzxCJxHHVkJc_u?3WhoMm&`jB7J$RlZ_Suvt&W9}$b=%=pm(`;w10nmE9f z`oA-Ny`?n#)=T05Rt{HH8C`v{G0>1-68YX`8(I36R|kb z<@rn#)?RzX(J4+^v3}Fa7s3%Hy)Q6G=XYhia=Lsi92_k3k5e_K!L9{-c~i=G;;`X@ zK84lMao521?Fkw0N9C=dEQcfxWmP0{ctR)o=t+9aqU&eqRN+)1u*Mw>Jk2A%d@Em} z%hkp$Yxk+>dYNY@uq(G2znjPhFgcyA3+MS?_;Nu|FQrybuA}BX>u8r6@#vae4O_hD zB6|*5k0(A~9E=hMwk>-bOapaZ@*{dH1ZI0a4HUkOI#`B?EEK@H1MckJNrS{-79ZZ0 ziIe@h->+W3b!osUlg*^7&u2GUTgF`th@r|%c}o@rO^y=2n%wuEnVP_TLfgYsjMjWvqhX4E}k|9Fn&m zbH%6yR8PS|#p$~4%^hvQNfgNTul$5v_O^G+%vSGD{lB|? z$O8|7<2m?0!l2h*ClFNuRo=}viuvP>UNeYkD0FYbxjjp?6P4hDPkimDbq+qW&Kkl-5nlxWY^&YTM3d_#CR zz0z)==e5_7+JWP`Crk$~P%O0zSSU1*DbZ&*aQM~%yFAj+sQKs!9luFAdrUj19$h+R zEmu-QP;fyVmBJ=W*Rt=UX!#VqsLpO_JZ0mb!k(}750k`xNDdo|?s5xpBdgFUs>El| z92YLt0B$xIUYh@Wm19$k^5Xxr_ts%ic3<1D0wRhCihzQI(juUAhl+rtbfX~M-5{VM z-JODTNjC!q4MPYcF@Q7-T|@KjLAZbTJooe0cYMe3e#iUx7vnXvbM1Alwa#^}9S+jl zEImOas_g(=FdEJ6%mRgUYcA8PJX?pm6;5?}6z=+L-9h>%tc?Y%T^*X+o?d2V;MZ~& zrv+Y8x?Gl_c(!bI&J?q(nDI~d?-@8fcG$DfHSU;%f;0*|?Tbt6JWgM^96~;s(U5v$ z_OQv!jtd`3z3qW`c3;yMO0JwT|7pI*ujTShtKfQrd}g@=wuxrX57(-NYf+nDCHPGp z#&`Cp$`ALE2uc}t*WRRZ`_N>FWs!KhmBNr5ri58SW`4EQl0eAP6(7OwH-!}-d<-h!S9L`vAYcuHMkNQCbd_PeLW91i0DkArb7|FGf!2@=%CgW;^kviCY*zN z8ytm8Z87H3g`0CsxPltZCQcgqM_jj9@SY`&3{DjD?gLeYcjfyGzod;v{f4==YL#&$ zNv*bY;B_xgx*Sy~gLppUrK=;lHMtferK)Oz z8+mna2_%SqCB*qo8hhZ&!Q_G(=&-Pm0lx>x5 z{P?y>kN?>)Gz7XCY6i7F)e}M#4?Mpd@xC;RY=Id$RD?HQZ{B%umEZwgd(^{HbRQ6g z?JIv)Rj5GU8bPlcfOz#3{H{S8tq6ohQ+hr!3zYZ_EHCkhiFYM%cT$Q5NN1|{(WK&% zavAM2L&Ti>ZXsVL`faYpNpxuaDH8GOlGlBZ-|3RSo6l$C{-ccS1bIfg7s76$ z)FY~Kb;ZN#r7ro&ygab;RI1vPve93^{3p7&b2WsLt=?<#FObunh|6~8%iY6`mh zi$TlM*u{=)RdU^47ScmH`|{1F6wuwWOf_c4UgF`%z+2vLlq#OZ+0@~=6(6_P~- z4cdmgME*`yI2|CK1_~cWxZ9Nd>jc1nJiAkBmo(V^ZuNA)jnu$au3Y9+Mxoq)qt@W# z|91T^s{$6B-Wy?ErFQOoh6ObY<_}Lz6%&NzFMkWGw`?SFe|>zgU%0sd7d>K!GRAX8 z-u&SYU$q&3d$!C%k|;gsyt}S9SYZKSZ;fUy{0#W#UQl2bPFIY%`+wmpzBIVpLIadi zkSROLWjQI);kaN+shS5f| zIa!aj$op-pBv#vo+ss1SGwgEH;8Fi1oOr&wDOT*+ovU2fM*GyK^{p^@Qwx(w+pWh# zL4jvV#t7@Kp!*XRy*4_)$ioP`IjpD&v6m`1vIAhT6eWFMri^Lk3T&g!aV^zwC282a zeG2AmG0=8BfS6&3T0nkYE{sJN(Oo^0K=_ z912oI?ZYahL7S$QbybTkwvjLrUJF>E;hpfo@jy^0wBUT!%g$Q`24+imNg%5Lh^n_nkj zG24@*mrD&$DBSv}eLapwinz-1cdF~&AW=qF_4+zPVSAHQ{4~IcUk)61R^Tr>&2f|Q z+Vl0A9alIM!lj{3z(x%v2tp0Mes7fnxtwwZz36h~PZYC{-%#FJ z>!;i8w_Q>qa=ZITvuaXZ&c_}*na3={t&YvC=XrfHq`UNH-A%pzxQbrx;G(gBVB6vI zz@|N1YvDDrA7-FX7z^^uDw{tpY~7r1bjxe$&nvn`$|CEBOFB_jzF8S6=P0CImFBKl zIDHf|crZz5qP})PHE5IP5hg}kY0GGXXu79gj&ggwdt%D(#M2G@+?3g$)X%_Ki!tQ&RyCa{5idPomw zQyN30HEUX{w@A#=xr@i{RoTo&Y0?BEH<)W5>Pd3G@`$oGQC2z4Y(yp+e z8!aCnzLkt)QBg0lq$O>Qi> z&2-#}HNq6%139M-PCHjfUkX&GHulW5MKVOgrBboYYe-oBN%Y&n`*=(%Lmr9g{4zLN zI}D`o0)R!ZOXT=5VqxjS{4v@-=G@|sjUJ0HJ8&E+lgx&KRToafJV`m&6qfuW*S)b=lC|^0ZY^MS@L)C%JfP{xTv$OhwxF2Ytbg6Pn|6#U$`73@YDC3 zz#^CVwOE_sQ~i6g-bwjtY$da)jooJ$V=_9sN3_$g?ep2=eM~J zaF>b;^QFs5O-I=d792atZ}Tg4tqd}#<|szGIM?5wzdFK5t9+mwL@R`te4QNpWi|(v z``^GtrkS<9tv9pfPa+hagucrJB z_uU|Q#S`B&uj<_e9ALSbjs#<`LhT`nYNgUwJvWW|3etYMxJ575!kVF26a{kdiAeG2Tw@=zPO;}-{GOwDF#KR=pk_lN zCr_2i!l&FmV#hU+=hv=6#TeNU+XOqr;@G{%d`*ofeoO*~i#Pqru64$it&IUkV^WC$ z)ZDw9_+wWBwT&04kKd^=KrxR^)hd)FXc1q&KG%nIQ=d-TT4;02n8vzvriMVq#wjM( zLlJJ!)6g#l|=ko zBSR9~=w8-r0_RHNje%zS#$8fgJ&D}wTESxO}KinAb(pY`5yoJPUFsmPOB6eMdTuMGBR} z?T{!fnY@;m2pb3h9{*BVm(iU(Y)Cvm%mfY?S(2QGA+YBpef)w4CPOBZTpe#%^FObU zY^0BbaZ^2t8Lg#}2t0bi0@tRwUM5oSZ*U!UIY+_w%crAy8rz_6dt`s`%xE|x@-vnc;}=8mUl&wm1dd|zp(}!4r&*;4m$5NC?#f*Dv-TVE zVIC~j$ANrwI(9JKV^SxS%f}7xC z7}2R7!Qfce6jn3$7jU7=vc1*@Nh5Mq)*`&5W90K4grbd`t3e zFDq^K_3AAZ!<0Vmw=;frm{M^9x)~%`nqLfyN__duywdAmY-9v3A*8i0n{}de`cTS3ncznZYZ5M{aL&W+_k;yWKp-JWWWwRGvOPgn1TD`r_N^8`-ayq%Y1!- z0iO0N?4Knf_ngWgNVMl4c$I~Zhoe2Vi#_{|c|8smWkkyR&emgF?X|vb1R~3CM);?B z&saeGxOqm^i+Dih5xt9KAF8moGq+HqsTUka=aqAUF+m3h-i}Gfyg_vHrAi}&Dta$S zVgSq~AR`^r!JdWg)=tbVr!Q~TuKi?A{}$cRGu3d=UOJKZdcD(~e}<&zZh^GXP-Q3^ zNR;r4VVe5we;%e18|B?-nWFDo%9w7C+#39$t!ykY9;g4PGre8;V}^LQP}cR3QnP(# z`>~9`0%p*lGIP++~D ze+Eb8G=QE;5(Na;9NkE;`p1`w^%$t^78J}Wkm4oF`gESR*#!W=v)vnfmwO?6eDyb_ zK(q_f;?OQPbkH!wJAWc zf^bq^hrwO_jD7=!bSVTO2VS-7j|V*_@w=L0xvy{R=>={^d9A{ALnt z*Ufp_C-(WQf5O(+x}hV+aqLcNaWP8X?rSJ(osx zoC9{uGt-*J<|d|W`g;cKzL3&-r05gp0T+Cxi^ndnr;o;#45Y}xJroWo&9QnZtw{8vh~$zwFlmQ35V_O*u)xi zjg}!eD~-?-bRTMzevb{hPM|0saA~vNwC%8`N@S*CamT|-S;5M`+b+=@CLq-sQLo0|Y5S}fhZ_9F5@WMa^wkA1!cth`J!zeyuA?*MYTrN?@q@QW=vD4oCF*6yNNu+Nugz|cF-YEb3~^o{+Ufe}P=$23KH56;rG8#R8x+X)#Yv{|{`Q+pNn&PplV^vYY`ZUe zPkT4s1F-F|M;PyN<+l~0z2;9L<{nPgKDMMA`xmqDKvR|CfMZc3ZqXrSsfOY?iITZ# zu;JyTKU>oY8xFVyvFg*0M-=J2w=P%A!el1u4EFH1OLG_z5nWV!_d%Z5{h$)$6zrxG-K4@I zUJmIv4bHy3(alr{C~-EIIeHuQ31iGF;xcVkQ;y{7HMk)>dXLce9PJ^&GSfo@qxAWb z(l7kPj@{j+vOmbEU0ni)EESmp zd3(?J6H|p{adM*QHD4?<$~LIp{jF*f!o&CxA)paYVTf_>BsUh!QOFd->%OSr`c$h% z_}tO&-Sylrgm*Q09ITPLXs0rDQ%mSFUmW1B&9#g{mWF9j{u}yBkfIv7N{iP_xd`8n zhs&csVK?Es)vOjaU{2hy49l!&MefBd?v82U(@CCU6DAB}@nvil1J5>ZM5n^Cr-9)= z0dHexYL;nn`}xdfZh5#uyDL$US>!5_wKp_ZnJI9)o1iTk-))X=gI3Z+4kyStNQ_+d zQaq=Hm9pKVY}~Wx1E^vECV`jZO#qm1T+gK~>IUUE&kQophASiH>snEDb++Tu6ojG! zxA?RJiOrC6JEkt;u`F}~T0d08)QzJazT|5frX9fX7+DVo$u4R`F&9h2bWj;*IQq@A zLz^~ErkFQvyk_F0KLKxOjhk)%pZNR}n4=cP+1p#_E{5&fq~n4kVIF(;(HWkO(8KFS zJ5%^pS-zS#OBz5HzaH?ox9w73pU|mpeAyTy)huG6s?7TvjOc!I?;IE*O#2AjmhXQ77DT;<&(NB%>cNmjss20 zXCr%yGV?w9YzAvY_?=Ut5Eb$Be`Kut=5gu+gmITh-bR*9b%cHsB#^^CJu?_}LM*J+ zlUpguSQkzxa%nTIiHsLSXG2i(HjV+QC6UJ5R^IzQaU?S&!&>a0RT5`HA&UZP)e`AEXQf$s9SG1Nu?V{=+NBYceZJ*abqVtyJwbvzpk{l_pQpfxavcqEf zdQJgUTLCv?h04KQThdV4=L)subQ^)w))wc~@EShl-P8tthxYGllT*tzZkH(wHEU>A zkmPhvecZ@iYim9NS=UYzYt60&F6FuggQdHo$%usaz&{Vw*-I#{NmelsSyf8rVSbMI#IGHRD5}FQzCJpY@wyxY}jpJY_cB)npz&N z?2)(kIJ_?^QF9&IN<>+|UbO;pvt5~x8Zk_oV*E+%G0!QAuA)$%O@E*7Y6bDk0tGQ9 zmHJ*1jar*^8=Ld2!rv@k{Z!elda67K&kar(tsK-sW-I3E&E{IPm3J|>g=VvwKkx@N zMA|@50j@Cnz4cV-3t3(T@v%9wzO9+x)mwTEDY#3Tj0E49xZ0KTA{29BzudIk=P&K* z4a=|`4HvB+j;I#9A%Z790&SiNMAUBUVtT&2wSy?^yP=hP#5Z~dDB1L3Pt7HJ?3FB# z$VJb5ILI~=-F5r*k;J-o=kBwy3O1EkSrPd=if3%QN7;d4&aEn`F`bv4_1l%Wt5`n2 zpZ3*bm>vnz3@dtLCGKG1i9uQUrdRZT29t_STq}rb+LijKwIqNIJUtH*cU-VVk}D7Q zcd-`*-d`n*05v&{G84%`QJawCYez!H1KB3tc;ME>h_=Y5URS#~PNZ~=Acn=PIzQDY zJTu)cmr$!elGy=LYCQP0TrHX3puqK!;ak|=5jy6elUe7{k&Bz805rrrtoo73Kpx9t zpUhM}%QWDFZQdCZALhs(IfN$RUfsrDCt= zd#ln8>=u}v_Tfk>(QV#0yI~=a!8L9O8z|kVivqGzgF&8ul)e;6J1ETdEFS*=HnuH( zNSoxhy{gJG#)L9u?Q7nR2&o5Y9nU7;CjUCGLpn*C`pXi)SS%nrdwQJQXHf|mvq=`r zucmAq%O(PH)ZRohCU8oCS`@5)YN^`OwPR9=9P*o=w6!YC2Q@&QaVCId+L9s_{b%xB z*RyHt6`{&5V(|l`D>YpLw9*L?q6>nrwV6RKd?*=QyEHcgnxJ?2s&%>lVwHQH=oBD1 zQL2+7rmN!E3Eeaf?2=7AKKaym%v(`TM|H%)ojjyXkF5MR$#*`H7!JU;y>S&HlM3IH z3LdP@xIu)poDQWNijJg-=wCJ^!hCJ#%_9R%j!C9h5{}##hzQk2U65u*AezYAiF;

6x1v_ABNsm52~aEWCE;_QZ!se7ug3& zbj-nga?P{cGc8GQrsLsjT%Yo}5-*Ny9=7kI%^kY0#73pfQ!aWKB=MC;X3n~IJ0lo;sw5Oc_1t1TU*`Xg|TrUPP}Wc1ul$)n1G#zhG10 zgkhM1T6m`9#CaxgkV>qE3>EVr-*k{c=L#jD{piw*VS%n`4}mLp9WC-EekinIU|+Wp zH>k4^%{UMsH2H??S5nH$H~U+h&`^c)Pb{II=}%;n_g zCb$SFd)s7X|6pS8YCW8_l!g1O*O^#DW{$>iTRzjvcM{2V!jX#5r5Sg@F`N!qfnuK~ zK|i9w31_a!B{!7#m11wk=K_2T53Ncq+0Vepu5L$Jqt9y9`#()9)rw~xBZZa z`t_rq+_?pjyk&=YTHS|e<0*T3BrfQ@DTAV!XmG%9w?{L~2Hjr4kl{xNnyc{|^)$wm z8t&o3mDPpkU38lQ?krgY_ErcQg45L6J4KVnF2Y>%sXIASY{N0aqMp&8(5EynU}+4Q z)upOEw&z$T>JZDJn-M^^5r{KT*Ej3dBTCZ8Qd2aqilThh=Jf2gV7kS!uDCem8!*=# zniTE`(oNgle;gxDCgLxaTodnUKcUWc_yHfIzw~ahJKwX?O9fFc)0*4Hg9WT`Ls{N? z2m~!e^Yd3jC;*R)VGOEGryU=aMeKM8n0ni5Vu@aPOm9IoqDJwAo&(#h^DdTL??UE3K1*^u^&laB6C ztya1GoRPye3G1qT6BI>{deV)WT77Qpq6ewXui1O^M4Rot7EJ-S$_9!@H$xWoo=g?4 zH6vj7ZU9E@y!L!(3^RjrzitgyC5MYL2T^tkUgTR30jKA7Ad50rzD6k_XlTC5KySvO zWbyKEH9N8*_<}zngYiZ+ za;qFNbGg6081}c9Dqw~1i84E>3L@<&Zkt)B*oeoCNe*L9>LBfUu}s52`UB>ZjTjGe zTIo1bwK1n--CWK0TM`+S^^oUW6xevH_fkB(%M7E{arC)G&<)+3k=E#+x~x3}#{SUr zdOvBZZ@mA;a);Nv)^zyD-)&&NE%HH2d?Dn)kQ!S~@pNXsIbNw%+K2T3(W`!0+y3T> z_GS=$wQ;AY+)o?F8ue7l-=<9^%{$~qh0%|KaK*;!x zRBMW-6?7dC^F|5|8RIy&GzjKPGte!)Qpm3@5`F3ta|rn1r@qp~oZaE#K6>43iEeF| z$1bD}-A62E*dkbjvB#nsdT@9K&jAL~22V;>2E}awozGn~Dy`Dv-) zlukNB=*BZ{qE2b$Rg>#=#|0WREAf0TJUP}IN@kP_=}u2{_wI3h?K+`x=-lf@)*+=B zK8vTq$L&&XFtXg~)L zX5iul%ROkW0k`|ayTpE_wY~0%s+EjR!51Zj`FbEHw){sO{4F`wj%tGwe1L72QvS2p zZ^eDH3cWC6T%}0VU3!d2WWY@L&p-S;ILIC5+Wt1QwZ5^v^b+&QF^Fa+E&c3I0u@E4 zKf~e+_m?)iR({d*x@>Q&j?Lr5pCE#W;{F__-5Q4tHG4{f?c<{w{)BRhO#;3GW#ns4 zyoKDzYQZi=ME^+J9+&IR$19T3(I|4Bwj*NPTAG4QK0~s1+_%}3)55GOE8melX5m(6 zcAiKL(u8bqu5BF@oa^>EE{eBfuQDTdDb=#A`EFEKzSjY$cvq-=o`vfU%p;#gR77|Aq`4$?#Fd|c1O`%$jALpxKJCo;=eHKe(99Rgpl6yxlYQ#XyYDnGs7gqAZ4y&FeFN6Na|&K z_)PL1F6MUhL)GFI!3^p_=kT$7)%F1n3N`4pogxF6ecu98o?_?PWOL%vUj=C>ejW@_ zFBp5l*k8$Pv5L)jM6%pei`i)@wlzk|tEh^1jKyU?e$yWB${q~9*S`GdMR*@? z^R%Lk`?1EsaFW`N9sRd-r0?>zyv= zt&mRUcNx$uaC**<{<&Jfb+F7O*miz9Ofyed-b^ncg_;d(;qJFFQ1De*{xg@z(zj^S zjC&W)kZ3%yhagjte>uXw)uo_)1Ek5{TiP+bOs|&raTm{3n!{}L;Yyr_Oo=`;G7uDs zT~EheqU#{5VMTdwJBlgDVT)D?W4i}i~P$vYxr$hJ79RrJfX zD-X*Xl{7gVwjJa?t)tuT#<2^Ejb=!Vn1Q_@M2(%c~&#+$U9_(rJ>d*O>ZaSzkt!RjvxtgV%P^w1W9%ZH#!)Ptmab zdt*5+XcyzUnWqyb7%DwX46kAukenmzse+i-9K6T#b^>l8D38IQ9r%bcBW{358kIfv zvp`jztUy`&IytwF%@)p)WlBjLD*Dy1f<`=IiID#5KKca=&@;rK$wgLmTkc+pWD zmf4rPqM4IjTs!?|F@)jo^`F%E%(TV!)%(nU>`e0PzP>c^n-!*PfOn2GH#B#8N z)2pCcspM~r5T{N)?s5k`k8z0s-cMDnO3QnF@J*}TfzpR6^*ZlMVo+;4{^5$DgdM4q za=VOrg)_#Jjq2GHbTSd8Wd_Aw%qIZQBpsv)Wn$J><1+eUklCszCQNY;gDu4A_t%Tz zAMQO=^q#f49yhL_AmSYf*SEDgQqo%5 zjN=K1TdJb?utvwy%@t(9T!Rj$`jzilYcc7G_7^VPTNHmLtT0&o9wX=kVSQ?2|6IA+ z-kqshs&>GnV)KgrmkN-GSKSVhmxixf?@mo_rJ1E8xD9*x!XJp+d|duj)jrUlXQW%v zwTeF!w;NdDT*EB`dBo`DW_J%4qOB7PySpdNt%p_z`shShONpOh0v9oE`h$pSH}7;T zIWTC={Wp*F*mt)}7eOl8oLJYD$Z^45{8yJi1x{5@a5G1{x&=hH&|)fDyJbnh`oO7t zv(|Dg)g+YJLWN?pVr)BBSno-7Q4PsEX;5;qRoW<}xdagNa!4gV`x-s&|I!$qlshu7 z-GMcv_9D6-s@Vjn(zj07eq*rdcI6k$taLF36*^1ywOyZWR}JoPFPNYzXPZZ&QoZ(g zWm{~Y28-{mERc`%G$orI2i&owrP_KXxm_1J43K(9+GGUC67s!Xj$a?S=u@?H zEv~|}Z#2JP?6&**#uqeIRdQgK;*8t)3lT<)LXv|Io( zU!PumeM2qd!Y-d3vMG6Q(~fX1i#wlR-mMt~=qDI3A$y;ABUR6c-0 z9t7PKA*{yxrStdTkH5jTyp8H+B8+k0UE;O7P?4kfU{GS}bekLRXw4NsYIwW7ynYo^u;gLdqNQq0;vNU$7wum23RT(gfnOO3lpSawz; zi9>U?%uu4cusNutFYW_Xq*L&wqCWI+G$7_EQgaLBtqtC~UtccK(e6jYVC*5YNnC%I zTTS|qAjZu#fC+bY#ts6bWpw(>Luz%-swEf zPA|MuRj21alZt*vlfyHGK)*XUD6wWJbgU$Hyg6t|y-uye48B+LGwbjpyyE$m52%1k z{(=mDst5T6xQ8!tIhGcA;K*hv#1EUd*oOuKcf`cKd6M1NLrL+ZYh2A)v!BMXnf%6l z>0o{=4q$3z*68+yo&&&mAWossa@$=eaQc32E*+#<@Qh2EZ#X!D`bZo|9bieC=E~w| zF~teej>_@$x_~NMweG<>YV#y@qmQ+NJ|ue2;0NYyE^lSbttftpRMz&8pNV6dQQJ&1 z5;6Bi;|4X&V*7Hqpvy0zAVPPTyb{uFY@e~d#F|sp}S~*{-uk$H!zlo4T42P4~R7)rv&iPnMGKoiXbcuu|BndMiH|FAwbP}H) zdN`E23Gayf4Z@btwd9iG#@n@8J$)O?C_!Y*|}Z3Ls5+dAU+xm}IPW2*LT$ z@JlujR;QwG&ccqSO;rDQb@_l7!vFCD&f%}lC3f3ivvL#l#bMJy8ex$?)g3%QLNDj zmR&)+2q#8Rgd{{xuT6Z=nqbK##sE)2^eyt5*TVluAZ)=@PK^4DEwxH7AS~;0!JPun z_pQBCBH!x-E_4zz*7@82LCEzR3PZ*M#q5K(CIE|&9J-7w%BE1Q3}jEi2i4t6F?D-h z_9YwN4l{mQ(*o75R0$&Ef3TEnL^_|MWM$V2lQykUKZextUhKVyUFGty=-H& z2JKgd=JE~;IG7cAkhzW@SqXP`%)gN!vyeFw4DINa3`>DshotJihP*$<`|_FgYM4pb zolg!UJoj%xN1`gJ#QPa5=7>nP7GrY@HezeN**Lu&p~5xdUIRDegx_Ach=zgn&|io~ z{~b-PYQdPz!pFBBdcf@A`-COj1`rSZC7A28MpZ>*1h^jv+LV@S zu}Ikdf-(obxwMmR<^X%hX1zxJbfZMjW|q2j@KdzLEp?`C^PZ74z1_{jiic{0{G6)0 zF1=H&^T}Hp_a8W6?Cz16OBxU{1>gBJ*l#u(O1tvT6|v+y|0JRnDYM?y^(JcNhA3I0 z{TrtaEVI!YdKG0;1Q_A8%HIQGS#`tXM4mxjtaIekcny0}&mWGsW^y5|69~Q^eHh+PiHRR+L+ypTb^_k~k@2SFKmA5*N@>Vih z_d{)R1z-+IV1(fJuSBj=`D4+j7vn_*o@_iGMYqDm6)dxy6vUtQQPO~?vW!OVy7Ri) zQLWf=NNH?u#u@@4x%p=?2Js(Jvbj9w)IoibLN*L7U!D2DL}J)}=|%A|&tbX{iwS>4 znd$GbX&XWTB7(W0bcqqW*`=Zx7^HsgqRYuJz%&Z!#z{YE-zdnAb`sT+zoaSiRw(=G z&Jja@%RJ}F7*3b|g?fWvW3>IjX42_+|Lh2AGN6^`SYq!u&|2wFTRs0ntcdcr&kT*4 zWme8j?6grVJi~Y3A!SIylRxr*(%RXtg+MvtcTxX;>e6!pR%O$SR+gsVsN0dB`TExi|2&})*Gwl`T6w;aq=W2kQY!3ak_NjUl+CP zt>|PsPc5eCxz_(#xcl9y)zw1*-DroZJFZQ6s~-(LSJ@@r3JG6wJtm0Io;=@T%jdUu zK3%%%5{9vJu#tmSR&X+QX)yNRi)E7MTK9Yiwu6vvFD&Jf7wq9hv`a**hsvvXbAQPL z3q8e+xYjQuY-eNn&r?s+D`M~T8AhK=oNM&-YZT#VH$TN*s}Vjs>3`(vVm3-!0pF#M}^5~eaQohtN&|kWLsuNEn zB*he?&HidDs5Cm6^BeZPLG$u-cnXflQXf>n{}7jtD;Y!6q?3Je932;wTyaj177*Nf z|4YAyG!^{&q|W{4xJJbb4VRngZq&!83$_Zj;gC36*)IONS9e?)M@wY-mn3$75mKdj zGUkj}x?MUu`goB@IRovGV`ccuv(7sP2~PF_*|EZLrplU+A2tO!al0SpA|@@;k^@6= z1wsa(391CqN3JSr+vI=LIF@G=d+=9_jivm)jPT|evw!JHhHv+$>ywS*Pto5GJt{MW zeHRuM9QR@&pJx+YC$3mc1-ny#tmwy2ukhM0R=QT%-&1`lP$8ADBV8~T zej+4nH9|G^W_=tCnMxck!^BkQ-b_ODS0nW9Z{}j88bEQ<Vioq^NScnCsyx z^2x(Z5P^FjWE(QPC4Qon;uK#+d-A3)@dKf71m;ZVPe8u$xFMYVQzTtK#~g?Y4CPagw0N(fxh;UnesKl4{Yp#P-SM8KN{f|-;7Y8!L9!OaEU+kWgd z$d4C!uLWq2vE9!XoX->#7YrXv%U3JQu`9cOvY3Vfo&)*n&2A23clKA1b)`MCN#vw3 z4P^Ta;%(Gl6VU+^DMO2*;wY@!%c-<%aVpwU8q2Yx(kbM}{K3Fncbie2i3%}LhWL-< z5Z-q0+*)fOC-2~_>DM`4X(N|Cf95ZE(zPp2#@~d!`OqmY$bauJmfJ=jrBiqidHCXP z#ni#AwCcx4hrKe#_fGccJ)YR8qT9a33aEpN2#}v_I7GHX5Y>2xJv8Sf!%tJ_{-!^c zqOx-HFg_6zN0C-ASr4de5vNVZn=V*IA?<{OJL>$DpI^2|$DGP>J5dIn`b3TstuKw@ z-8d2WqDQN%`WD*W=f#zd{bF#F$BiP@68#_cyo(7(8XSv$)J>07AJJDVJvKyY^w9oU zQG3tq$i7|<7xPNtl8Suc^D-Zi`u5oz(Mtr-H3{}@;`3U?k9wsj&4b=V85VaY@^Tg& zPve9>Oo=dUCU=m`tD1rJ6(9dOg-@=QmRf4x+bxqizwh7$IdFBrs+o+m&SmR`NmtGI zR~6lSJ6)edd*7rw&Om?Wx`+8PgfDq!7g(5utF)qv>5J^2XMiexwMI-n&p5XQr?+hhSOnTfi#ptyiVgk zC+p-tFQQR1g!ujl3u_(~jNN;k=JoT_Q=iJCq1;Koc4q%8_@f_N2?*GO8w>B$Ih)A!URkLIDuRio@D zUwI{h)se(cd$c}c^YZaDd~=(`{7a*sVH5v(6G_${NU$D}9Qu8f1!|4&h=e1-bqSc6 z-*R%|BFVL2Ou0V<#s*m-h36CkSSJah5G>8=K+2PzQs^*1p(&y={1j4N`;Qlg&G9pn zovo<~J&JCe7j2<$pf4N}Zts(IzNPT$aBIN-imo=jAvxP$_MIG2%lDkMbTX<#+P{1K z)0+`!Mry-`{k(Xeol0s7iW_QZ!o4ErCG2zuFyd$^ZVa&rD*uap1a4phty1GrX`a`7 zX9AJ(e`1#@6n4uaMM8`wDD&k#0k9)gJo3*^jUpE~#jaG`tkBDHxH(D3ZX8hNo&|@6$*(ttW*!b6Wo_;k1t2C>ifP=DB$b%4= zH4J?B)hJv$Z&Jw0UL5ndG!5fAzfCOkubvxveodmfC~#bxBb5JV?D$~pTrP}%jlCUg z$0fgdDnrk4l+oRYGP?ONc+Sg%rzBAE`Yel>=Z^o`_$k!E?+5)Vdd?d)r;`H4`ZGhC zZ|2?SPtvKN7E=S$JKvFn@%*U&2-pAB-Q}0CYot;C(GjS~dYAZ%C2fD_KClNRXwygdp> z=H21W>G17gK45%4 z;;QbtK5t+(`7wU-D|Q#7>1^qFrF9Wagc9X2It%w~>T}z^0k^5IO{N9;(mv;p95rh{ zI!x7uxIYGWu{chT>GoDn6}5_r3fzWQ+vWC6m{pA3Fi5IfC7La?LlA?K=%TLct(j}U zV9A`Nv6BgO=1Y97Hanr0<#_Dfwz;@$5}#js%~YCNDCHW4(k61u$RL3Kj1|WAf`k+(cDKKqbJ}EUVyXooqS@v&*k}fQ3 ziQenZ4B4L4v)o=Ha*z2rNzM7Vz zH?u)wqp^iGo4x*NfCIIAcoDrku+isk#4>I0h_YmCm|(`qf&W3-ZJr+Km&xk-?+EjRZ3VO=DAVp!cmadwB>AUU#- zMDS?KRn_w^F+Dxu6NGd%Kf;!e4x>wWqMs$_p(UGwsb$+Zj#R#H?es)<$g_Evt>Us& zcHaqNxNdmJyHZ>7-A3VGbPR>8E1DiBWvRf#V_hx(Dbm!|@{NYXUg(I&5fXCz!-w20 zV!5DhV5n+=CmEceNBJ(mPPPlmK3UhV*x+4Hv-G|BIF@*0rjx-G$Z1(S6hDN5JVUH4onhjWaD zg8P-Jw3SZP-RZndQRa@CrY33gU1Yf9Mt()F;qk%;M5X2jF2O(}JEu(q%E2*;waUFD*($3;maa|{NbsW(uxjni#XycdSP<>u! zgE!Sp5PsZDuz?1@l;KY#9P<~4WKu+0+JTE}~;kphDp%W#*qr`srVC`Aloxq5%Ja%whu)}_y4qrRy3#nSrz z)xSS)YXW z{{~)asRHt{4^EH-6LD{f?FzHLlfY*8x5pkw2RyUEq`XWIG9D(}cyL3_NAwbSWBEN9 z2ay2EoE-ghw>#F2RbeS2HwY5X@3qkHOKmJS_P`D4P2eWZkcH)ac%AM}B;;chBMI5U z^f>hn&|;iIK+nZ7RDrDCr8xi=w0`^ggr4ZY#wZo>>>ac{Jo=_re0xQ#;iz#TD$xBVp>i*lz&SSw`Z}7=-l9J z0uif$(sUCM@AVOOAfT(k5OA}o;KV4(!k#QwpLpwy*$fWcEp>|;x6MJ@@SVky(ET4P2Fd@b4sOxa-1!9F0OqB(xk`3Eg1{M{1aLyomUCYGsKEgOe_gyA zeS6=1!~wdZI~}QPZc8GKvL8KX2vokjbKv8&z%70L*WUi1leK4kLcZ6BE@dwr_KA6* zgD~;Y??9l~aZ>?Y-jfS^UL=iNma4BHLCJN4AA#d!XGJe2A2CEH5uSK{l<71m|Q!7;#cU_e%$}*iT#x zh9|F}br7P+zKryW0$}!AOf(Df-2X31;vz7pj;^5wB_xjB5%ZYRm{zD_Bvm`X@#|WV z$gw*$KU3mg=DO!J1I3MMSAO_Oa6V4;)uxRMr;UHyU%TijcPp#L)R{i$N%DEOubIh^Czv@UvN_kX`iccDB5W@@xL9EtkTFLG`4aGU)j!VDz^J z;Rmg5jdT5RzW$Q#w?a-JL?0!3H}Fqj?XTZm@N@>PA{wne{sK&<11U@-=B5u;A& s-)(|#Z-G_^yeCoE$A5b^eQ))cHL`fuTcX?c0{AB`BK@r3$t$n_2maXHF8}}l literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.png new file mode 100644 index 0000000000000000000000000000000000000000..8e20f7f00330c5f6616e3f062bf62d42fbacdffa GIT binary patch literal 24144 zcmc$`Wl$X5zAxNZkOa5j4gmrL4^GhF4#5-L-95qG-66O`aCdiicNyH}PM)1-pR@Nq zr{4F&t-3uQrmAbEdv&i~fB8uV%1VnOBH$tb0Dvg=Sx6oLAcX+{LI@5LyeBt*xfJ~M zN=HIe2zdGZ$!N}t1^{9}Oz4xMQ_9h@Gr!~_5pW7hP0Zyn&XZqw9jl0D{5jc&sTK`feC^GtY@BQymb!d_PY_mRHTCi0(9*+0wtpP8aB?DOw=Bi=M0F?O zA=MRBe}ghJGxHwnHHrXSX1cPF5VUu<&fVRey`9AGJ)qs)UD3lmHew$Xff8U7M*xn* z!|Ut~i4O{2o0A`kKmgHKZb3MbF60ks;C&mgZ%4uZI`bCUP@PxBmTQ=}G}UK)d5@Ix zUNk=8?U(5$f&SVDGdgxk+tys!djC{O6)G#WCEf#th{ol@ITOHQV7x&2K1ip-eU^6{ z5{O9r9(?qWU-XW)2q%0Q>n;!yAhzwCebJe!5=B-j$yDF?2=H%TK@MSTcQQojHH=sJSg~AJ0+wd)$1Ur2QTc7pvJUmMFSq~gC9=VQ@a1*TTuyx zUc^WW4F2t4PXlDulgT_shG4OWO$pQL@5xvwZPkwQIS_zUOL%NzZpeqToc%(m)K~cd zXl=5Ul@t9h5mHf!5L8k4O}n^aDE!fiO2^{m*+}=;QuFn0B;@ga#HeSbw}E8na$TC>FZe3 zyQRAPf^eA*V_i?o27K6uQ*C2eKO%xvJ6n91zrL+Y4+;o$je5M532jwLAI_{Bb(C7{ zxI%DGN;utWdHINm3jkEC!g|-+z0~lFu`*_jin0$8BktPyjYoE0t>&bcs}|`ot)gy5 zIC9QJwB_aFpPer>5#=FBb?zp=l9 zZFoY}6v85>z`Q;w>b+#LJ{w z^yDip-~J{(5Y5aM`J(QTs^wZ_bZ9mPp#p$i>bhqS z-$hzI$i`GVMb}8RYU(Y}q1G?}-eGg%NBJ`)nK`9fhhwBw?MvLlx`cs+)=V$`d8L#e zb0P7N>%eLQS8YfPi5Gbh8oKcXJry_d4eD8X4R!9lY0rUr@Wa93wc>u&rIwUeB>r}K zLR3`R6}^#FM584+2v1Y-q%+^7F;JNaIsjJ^zlhM4uYN?T?LPfg?Z`@pjg6jzgRsJ} zC>+TYO;S@fg&vFFRmV3vTR9*4&2CTQ?e>;nv|~#VNflkJG<=>@`1qS?7J<*70|4NM zbY8UHGPj+Jl-191BXY4wjOl6T#S*?RLw>#i0SGGCimcYnrSB~oi*{+ly{e>xpaIQ# z|H6jLx36(xi00Q62?c>+7N#-?x{Gm|>)A?gk0qgS6$Lc3TZ6zq+M&UdLJ11A%dfy?K#FTeJs+3)}_O~tu# zXZ=x99dV_pEmL=ltgMclZVGY$1p(^S2g{Te75-1%7n9gp$*TLzEf(gt##5gRa`b5q z4&iF|pgzHoT=KM7n+BDhe3^(&d(m4Cx zvg_DVFi{J~S(z5*tJl&NM-Fa63_MUzT7p;_E((VZ=vA%R+k;%=u>i33kgdx)^(A=| z&2g^q%8ui_^n7I`R)q=eCVWOgPEKw-#kvB+M>77H2$QQ@R zGa)PUX10k-Fg3o$^>l3`!t;}uSs5@oHJ%c{6c&kF_;_%^eF)A?Q-yHa+N&c?&#L-c z^8VT0W%z_7)8ll;j0c_L*33a{nwt5c5Qro`3o|n1&xw6NS+#e)D&HnXd*%BIYdp{1 zui!LyoYgJ!v6dY?v5Wa(7F~{!d+gubL~9{Pe4s@P`S`$R@kxUEm+ZJ^{qmml_m;J+ z{sU#>d$&%-m*NHLPtXd5Y3v-fBp?OC5zzH<#+s@J6iR&`yrjlDn1d)Nw5t2sjq;hywbE{F%EI5>58YSwyjmYa2T zRct5>Nj^p1`&->bz{s zkGayi*G$7yl$5#kc$ll-tlzS%<#UTcV#=nwyS-W_bM}}b(86=VdqGIMW}FfEWqw+SLxG>1c65XmElXt}s=q6HV?oQ3aTVb!lO~3X zgGN2>oRk~H0_00x-*}kZ@8%Aorg`hg9JQ)Xk4p*VZ;ov}d`UDOfb-d2bsZy5dM0EwKYl&-=`;zjab%`rOiDb0L{CfgG#Y*<2_uQ!K-{ zv|-CV*6g`auZvui91FS8psO(hs+lx?>+G!e3Sgo=HEGHUBW>QU_RQWQy3)MB+t(Z_ zj=5NI+bW+7f2uLaDjCiHR1}xyqyP`drdmJmvCPQFf8#|r^wpmUa+=1uX-=&nkjc-$ zJrR!W1uZ`Z=iK;cUz;a3E0%$(=2gpYLC&_RGG9TM-1yV5X^&?%dKBbdaR!4JT>j4puWBK zsCib*$*?hlMjXTH`9k=M*h1t5!le{h*iMc_dinj za4Yc_-C)ICzPbnLPns>HJVlC){tLCG8uHG*zLlE#Mgae3YVp`zjEdyQ4zh>{Rl{6M zzBD1W_Ys1zA}6lzHZ8J;A02im4>sh^9X-XXf1Qfx8;5|}Fuq06&#rn*zh~vFUF&b3 zq&mT}@--4pr0`y~xk%56L44BB;6?-zG`k?YpoyzURYoK6Y`;E}Yf=J0ZSjg0jLamp zsS1=eAd6=(`@|>efa zH_oRzpnR1?RsBjXN|i0QjE&q-j{|Fy%A6k|W?G*J;R{&`-!;lMsjH+I_>5uOX~J@i z3ulULWBDD4W`9aJl)9zvwT~ZBTC*`no8~WXQR9-VR+~QOxuG>o z=5M6vSa;Kh82mh?i7GJ4cm<@~CsJIXF|RJmTv~A>PjBB*T*AD@;c`Gc=;5+euxB+h zDUzJJ%e?Wn5~np<-qQE=8VW-W-vm%9v0Tu;ITCI~0kT&GzkY!GE}>};o)1#&Rxbx_ z+(>23dXg*wT#RBl7%_$`Emz;6e2Rt3N^32Bo7Mq9^>SUp(8EX_p3k zXHkSi`b9n(hoDS9zq1s@S#Msbq>BqwQ?nOb96zX3itH!kTr4Z#o%E;2=3vKQytGnA zJH(I+^p45-wh_ce)vql1{-2rUo$xUW28KlYak>?~A*byPTvCxW9Vzve3sRvP@eo&= zO=a1$Du$X4NG0S!Iqvxz<5S8UA75liHahX~8B)@Cl$6yZm5Zqe03%K$)15T6!%92s zRFbUSa(g}r7yy71GY{{KcC0_vWT-Jx@^0R1_GhSCZME5x|CU2Yd9W-b?6b#-gcqN# z`mk6jh(VB08D_eBSU6o+$Ks;&vMUJy4fm2|-nNQsn}g)=C4s*jsaD^q8@VG*klx#} zU7e>@AIY<3Cs!>}nywS=zZc+RPddMRjWc7yUg6i9&>WeRK&T@>^UG#-FDZ(Dv zgP}l7cMge}_Xo2J;eo`L=;y11`NZRSB`WLp1=TYT0gKwh4*}LsRUoU5m!yUt zs-1n)9Hnh?IjBVr1g-0L0@T0Ag(E!H_Yszap~Vd;!A;I;9||B{9cCv=-9-r%%EZRRsfA17>P)WI2#!avilO)Sr@@Bmn-u^;CtU-ed`@I(~<4g{j43n0CCda{Q{s z!MO@2HsCc7zQjDU(&LujnQ(k_k>B9^_Hw++07o6^S3(UJY5IMd0Fa+GcGr3wVhCk5 z`EqT;%FZflw~*Wg0}!vSep%o7`thsRGk+d6>?Q&=05H9*JA|)`#6h`MP=Y*qV1NUK zC2a}H1mqev0t3UlK@hDsQ=tj#XxGBPn8*DNEDQz^Bl13}fwrYUsRdOa^^5b^k(T@W zFYmDi2L?Ru)A}G0yarwz@B1{xmMlStfZk01YR_}xOw&-w_xnq$QAJohbv)Qw@X+z- z^ALfh%L@q&^WiskqDSuIxQM2q7tD-zLCOA*w$3%RNCM&tycAnn9031#bHuE85~(&j zmcM5B><7{^P0u@4Bi6<(BH^7b?s!I!6nCh5o?(^AOo4=u^QCbAQXW@)^!+&xFZidmoC>PkY8ayI+;zBO$@v z>AtW`KQpf<_aOjZcr+Z?{7cHme)=4=M*3`s@)S@20d$^E_Oad6INS z8tki(4tmibAodd;Wn64ukt?pJO2`aj7vs=59Nu4yeoqqZS5$q3AI%grAM*bgvg|<> z51k>N^^)|hz0$DWg;25(0K5vPB#K0k9Ls;z)?RVP_8saL=Wv>BGAM_kvvv1a5P(>& zB+sXnvPDlqX=Pe$Rc5S1YCgbS*;&iC;60}-Td6dpO!KFv)Pgux<>1&a#NjyXKC|Nj zV|s6f-nfdt_EhChoheCA4UB?=c;j3Jf$KZ(On%3EE17f!$?k3qX|%B%(};3(TO}%? z!8XLG@)ZC`3J26a*yfw1vd;A%n6Oous=z~ndse~wT&>`DZC>C8B~(wP%2%%;X!f~M zL0?A3DXg*rhi&TH!8MmNIiQ#eQ=0PCa(9o#ZR(M^%p~mi{s42DKm5R}Y?`y#j_M?Yo*(?VP65AkF?(18k2g4kZvG(MgX1^-l<+@lYNGokWpTPO~ zf(f85F)?Z~T&vaH!KQr&W;a$Pwb5EPTy?8`5cGL1mq6QIZW<);xi54Oue!99?RC40$=;#@iY1GFb2+}%vG!d3S{tdz>3Wu_$T*FxiW?n5I~mjr$o%T2MuHVQvF$&Zc{ z!Tkn^V@_G-&0f%b0~05dzg@O>KT=$r&Ha_}$&9WIBEb z6hsr_E81K-CnD=;pAgUFtPlIAh@uE@`2zw1<67w`Aoc+M*qE5WYm6t*7~M~hStO%F z+1OGQ?q$e}LoTnMX2^i^`4W8$uok!dTHCX!tLukKKcKkWCIA55XWExv;TQq0pYM#5 zx3Ooxd`KR*ke(PXDEgt*(*G{jy0&D2ST2Zn1 zLM(6*gt)lg_V_FS_YL)%!#7Np(#LtCiy1xXb3P`;Fd&20UPU?5=7d%%8)|T*ZV$w= zBWqsJ8ZBR6)4VSrsI1}6a?{ZjDKlsPj6UA*RyA4CEYxk36(k0mU%G)1{A2zHLL2%X)5Ux4Na?BW^U8v3!|% zXEgC3fztvHx{{LVokMg4vK?f158^cfY_ACBeFjWSC%*L8ZNsmTL!zqp9<~*IR$L!D z^nu&3kRQi2V0^u)CV*PzF6m!#%Jq&e9 zOQvcWcy`ulk${`0R9GAh;;msi{Z1K}7JVq7_TBM(a;~)4+gFn>ytU)Pj$JFXhH=Or z65RJTN^EJ5$@xF8x{UR%1s5o_jlk7id!Q86$`)Y>L{CoTyTs3bnVc(o(K@nUv{}^N zbe(yu%{Kjlj2hS)tp=gkzu9LPg^N2uxtSLPTYP&VM-K}ITIDrX)>=jHg7a^gatN7N zz~qy5YwYBdiFAZ0oW0IALl)X#OpJaDelvW13*}IwiVgyGzGO50EEeGU>4hgNd?DYD=~kn@F_jK zq2H1Q=YHmi@0GSx38X{M^dX3@*tNFPa$mVvV9x9SBX!cF9^ju%uXPTZ9k8bKARp6% z9a-WQ4M$4f)gMzTUZ#Qo9vvM7b~IY!c*mMoJ#7h$#jk6Eo@aH6-Z;k$jiuMSHr;fL z3kH2QkTK-*jQi-FP%*z?y0W!rQ5iK6wY(459q)V6&Hu9UTb2%j5Lnh!27#8dm6-gF@??`U<_n@7%XUglpEh7}1;T*nHZ_nmq4 zBwnL3)g0Gyuw)*@fA8Qoc;T^p>`CbOL3$AX3HzSmqoeG0-@Ur!JUpR69^hrX>G*{F z!25b;VMO)FNJAiKKWw$RqzolB;b9hO!OvXUdsT(mSNLc35fg5H0; zv)?k<78}xw#sgo4ZA>#Sb_W#<>#ENqS|%HzuG!%5n7P+}bRZ#qX{ED!O2pG_RtX`L zmt=GeIb9q<%bUzKe|A3(601=+5+H4uyg9+uw#6VPmwK-C?2b#cRSCq`u*{q4I`b+$ z{_tz*&g(HLHfWXiIMY;Sb-miyw{bZg1Inj?t8AfcwNs~EZ4l<-cvOWk*8kz863sj1 zRb%A*?r!KRrur9Ip(g|T%+(*Z51OqwT*(5r_xJaAchl167Z-zc?wpIJlE*?X$KU1g zl{8+8F_m~$j%-#Qhjucfj%9ITFK#qI8#(^F`MUgvKiNPl3PVndr>=S6j%$S-V_NxQ z{V{|nGCh6ua4CVhD%FH4?X;D0c&g`Wv}LZ!Q0AMxNvDjMW_$6st&SUSySLw>6M1)* zj;<4}zC=>7Et%510{2-j9s3Xj{t?yqx{K2GfmejgS*e9!+5_n~M*JV$&e)F!!<+0Z zHjqVQ95MOWiKs9RlKjb@a)xw}o2PE}XenNSFn*GxcCCG~L6Y4%w}w8?1?OjYC=|_< z8f{fZez?9zf6vk{jwi;bqMw(|SNm0~wJs&xgSc9Z5BEh?HF7^F$S<2D-JlsF8aR)c zF{e8@tAgj!x4QSyWdge%Xt(u6K$KTbBM2JKx@lqXJw?knQeB9g$j<>0(7s)!aVD&uWaTuo6Rmc85k5;`f0QIpd7&c zvUu{dg8~3&=8H7nacAv-*iIIh_rK%qL=P{UyDkE72b6c2aEL@Sj?A_j&+CAh2cqC-xt+`7klS?HIRe;>gtD%8H4hi&YgtO zL2H)th39nS-!1q(P7EIxi{)^mnCC50BpKipp(uaS0iY-oZg46d3CknpOf@G5<+y7b z<7#?Dq*|W^PmM}AplMcDQ)pA>*h26djRh64L+#)x##kTF_mb!vnJc2AKehBv5a48gIV`2L_-$6m@g*RMMEvzwj?j4TB_a$2CN zk(+8|^tj_A`I*<1C-1-}09c6!(K^xf%H4qPYx>RzY+#^dSg54MWG*rJnxyp%rU^9H zPG8uf<-82HUn(S!8w_P}d7!QE$ugP{DNUY5Muk;NS2Z<@cj8cskH~7+WVbke zxVn{|OE6717~&N2~<} z1OT6Vocx@?a4mLhL#aj5VtcZMy#kzAbfTwb5ua_vE2$o{o@-m?gPb6a2R=uOW&?+E zEN+=$oeGa0VH}iu>Z#(%sqqs2J*sPTZ5mGBJe#kW(Hyf0k~i*9762{xR0y)~)0uBiK#EtJey!_D*z)<_?C4`>DkOnP){ zg*~!>fsuxQiP&6i+M@aTk5-lVnmRgPm86-7411L~0$WZRK2Iu6KXN14>zzN@%Ja$1s2V5xv?n8gd@Z zxmCdv1_f?RS~e!zPUQiwj^ywAH20+12+{whr1%U_HzpdOaxrYPJ2C&3tnkjhIt!u9 z$tM;Efd2Ie=n@CSrC(k^X>&A9s0v%s0e>C@O&0WrnBro)b3Q$==0;K>{u4FCHwu3D z2GrXT1Ie;iDxdog3QclTQph2I5Z+EY`4P=tFED2HBiDTAP-XR+Y5b&=W$oum+Etj2 z_M}8swv8)J(L~Znk2Hq|)3n8bp?fLk>! z|CaxYblA{HDe$#M42)ytSCe=Bgw#0PQ+{+q(~+M}9m376U4Il&i*MO9+b1jI)wa~v zQa~gjrP0uo6=qE<`ETU9HZ~m!6KqE_ah!Huh2o_F z`Lc`luStB=Am~-jm#0#PoIG4gh(`OCcHuF39ts2Hy5VHb_C-6%PQV=4G=VwejUTyNGM(3LKA_F(ObdBX6?_wR3{=FgWDc|4@x^X7 zvY(d*GouEZFW--~*!jM^-LS|qm^@+$Z2Hl_rzd2Ro zN=Tj-xj-JQ?CLRp)WjPd0iR>-*TX|8oNv2D_Cldmpa*(StDlpf{R)vScRq!%rEyq|v%$(Tl&R2}XXkr(m}q+3))3 zes2l=holQMo9E;qO|nYpnC={odCD^Ox%l$fRob+5shZBD*y+gBol{KuNB=rg^{XLu zzNYjypD+!eEm|=y>jDH(bPk#|vBU9ao(e#xhDhwWZ*Ci!u#_;|-8XmU@Yw`cX7syX zE`J6Z{FLQrFM7GVc}_+~aPUkeD3vpnhPfhX_dKq4HP**(5Go5q$C4S3C|0HOjlKef zl!zKBw(Ouek{Z?pk zvs1))9V9_BF|P?ld9ON?!9()PD_t2D{KW!OL%pRycB=((jUSfh?d5d$5+&3hYh_bN z?P7F^E;b|QTuVZQ5IoqB)G5534(l|v^=@G1vDH(2Jb6I*)5IdxTvG& zZ4KXwGxPG!Gae6dTx>JHF#`0I*QT9>3A%s8&06%Eu~bo1eY&EX`GLM(lU%!ib9;Ap z=GGwn!F8Eq{YysN#!rgYsFH>qgYCpqxyqLmP0t}_&;%|O zJ)1UC3F8On~G3AtdNwmvzAvb|dt*B7SqL&F^gPX96a)ASKwWVhL&vS&= z`i%o);7Uk7hGvvnhn>uKvYeRdaOm>5H@c4jK1D^2o%sqDclVe819N z_4RU$F+0S&jFx6R;pwMjBV}U~0 z4mvxH4}pYXyO|B#tv)SZNpyQlKP|tR0=y=p8gSXFl_(F^u0(uLT8USQ2#PX$7VzWi zI+aWE1|uDRM(kHUW$Wa$98+alc=>7q0qeDa(Y4y>R9m;c zk1IIa_K}Z-I~DP0sXQ4*#M>nRthVUoKvYV+d&iNT0O??H8WbIV|5D=?0tp3pPnH!o7dV?d8|A!8R)gwcRwNotJR9~*TZgqJCEpWz zD1is5Fof04P(!)7z>--)u7W zBF{d~KiL}GI%u*yb=O|v^)DfSg*${!^k#EIyEq=)R044B{{K|~9+*NV;?(uEgf|3L zRwkXznMbA{Xl>{4!qhL81eLs6%f(MM$tinBx#W1PaN>!_=Xb|(IX*pmtXsRGOh4@; zcl6WTn_Q^)riH|m-D?OwaaG21>1@j69oHf0zY22^fS|Hb2Mq#sm=gYf1O;LrAVX@$ zd+gsTztU@4n12?A>8t3r6*G;)G^8^_^{ls-(OY@g_(ac^S0$AqK^q46s+grrKSfjF z8K-)|4I9tuBcYRt$#67kR5mhsPEJm1(CSaSi5tCF@Wg*hYz-t`yR}}1tlp!beFhgN zM*pU6eY(ozUdx4nwmME#G?u+cd&?|^v(DhiIxq916GMaY5)C4E1X`uK{LorMOE{8f zq_|0M>o8N{@T&mkk~)vc$VLCIjO$+TlsS^BrqXasbTm2OHEviZJWzjVZv7E;NXt?B zBNiNdE?Y|3=syZZyW{!7Kf+UI6>)>+K_x}GEC_%kyIAr3#NEC#D?j{GQ5X%K_Ehcl z`{c@^U`pRN9QGD1nO{m8=ttS6CMSUcejXDjVdnbv3HCN;mK&RmO;%N|Jh zn17P9=7W8Ty}wm$;ugtH%2>6_(-*O#ZK_n=3&>(9q*)!)FiN2sW|{U1N<+@^!apcO z2Rzg1a+WmnJ>*hmL;X-@Qim0OvMNI6q0JTlYHp!*$qIC?Ig z+WHO)3yWYmq6Q5U6Xx`MH_&jpKy*15dJ(^oNic84QZ^|o&0+gV1@kLqzb+pM8LaY1 zp=bK&*|@v=wFafBF<<7rFyk8)A&)N*KwFrGS)Kf`NQP*5P!(8DbE)pK{x$6Qrx=0? z!_Y*TE%lzNkYvFCzcVfnp=z8MbkB*H2G^xEYcO+Un6gM}NV}F@!4KKj(a|wEd9irs zp$6uj%@u7-m-uMm6LJf({@N_6j#ayxQ)$ce$WMq$@_z5**wopdO&NL)i(>!@sX(5( z$b{^nv_1)vQC?24y|rzAS*do|n3lqr21vNf7PqA)8hf2IoO)rr{#|m31}Mtu=@o=# zdlWTMOa8q+)z%*+-30hmn_>H&_{yK~`ss|>ZRbX^YlF>2KA(Y4_E>Juo?iBFZ<#C- zj8?f6iGN)WG5^BqReIn;(~SuLxHVw%x8bcUx3xm6a@`zRLi0%qc;yKIW6vNmES$A! zhY##Uf;*0}`hlT~x2}_x`4)J83LFxT=@U>RDaNbDP!o{2>F3Mj4=uVTSY!WKKxfn% z46n{aJR~_k4)`#@@)_kI>`rOI{Lp4@off zB*{@yE)s@=M{^@$-0&T0ZMyxOl4H0wPDrYMSHG0B%CptTjGfhp_s;#XXGPJtXWBE! zo@#IKwBgsxr7{>4;RVYgorqVvHJptk}ifh6F#8pJks7t!nmg216^3Tue z#ll`FW1y5C-7dKD1>8|mmM#h7nY|t*__OrwS<*;`6@j(_{$=pnhnjRANxug zV^ckjYFW|E-9-@9sxP~e2apaK1@`i0e_T}gfgIPUhCPd5_>7BZmsE&W9Q9WpRvYL> z#k-{Z=$5}Os#ji)%y8LUVDB?Rnw$q*;vIJ`lzXT@4i#SXlNl16TshAWlJGjEX_nP( zbnkkO=R(~$w8XI?tw!U74Di!xY+pm28s@W0~B#AfMOmo!DU(Zq_dC z_^-j8!+^KJjr!$zZPl#%Jv`Li&S}?6Yzh43RFP+B_R)S$hE37glRn-HA*)(TqD)g$ z@rPu(EG~;Hw$bksIJ?d9L?KSsBGxmpgBSLAT2cirzbpTU9Iqb z{sLjP?acICJRv>)ytAxcqY7=w^d>EeUO{VF*?q7Exmtd?^4~dYN0$EnB>ftd^jd<_ zz;d*}J7u;6?PZKR`-TOCN`P{V zD$^|;JdYDLd7bWeSwzOWfn@*EhUB_;EJ?mJQcahZEzfn&m8;f_+P@ik0=CQW+PH8{ zTc^*bXi9>!v9MHrt|i9gt+EWYtv|2^f>4xj{PUg~sC4?mG7;td0&AKGR?F(oiZxe3 zW5#d>We{Ga zd5G#z)xs}HxAxh6XKVKB4DsUrtOmf8_oY)e{H4NE*#w%PN%i*XQ2pt|;foD>sGo{P ze#hA6w`O*&W(SJBg;ri=d1#=V$jpvV=Ns=%*3LoqOja9n4gnY-=?az|-A|TOcACCD?A`-vCr0jh{sthFmU!=#ksLZdN_MIVG zh%KQ$KRvV=Ul3PV@<;^D{FA`a4miY1c!V2zXNNJ{;r@?BIR-l1@(ZXv%w6at-wu8~ z)F^Z!zNzYuX8?eE_ zVgO!sPdj4-Y@ua(U3)w?L(a+hjW-<*^#lavphs@+qy*7umbbhCyv*vZCnnp#M&nQ7BF-KMRX3OzfNGN6lS8hJ424m|#0W%g{q8^2Wii)=_a)S?{!Tt% z`N9d8eb5e0Yxr-1jH`*Q#H#ioTE|P)aaZZ#O6k={JOb^FEpq+ptxIv`;in?MdAsQ( zIpjolkCj`^3SSuEDNAMSd%9c4(94SYMp6mjb8g&X1Bs6BC)iz?@R40WN_@88ahW0L zl(I=nTp}I!_S3(D%9EvFO92p-%$o!bAzW1WugS-{QeK)s8W&V04?odmsHPuFPL3YJ zt1L_0&_>j~Qw~8xW)Z{3io=>v#9LGZhyXBl9bVcxtyR<* z;A7w&b3F|vblzhHr>7ZQU0j%sbV~kx@l()Ep8u=k56UeK7mPwh=I4X`5dwHYK|vGD z#zpqzziom43P3AgO6rA5+Ari={e}0dg6#@;$;OU$v>wWQZZE}0#lcbPvPvZw|J@2$ z()tJsZv6GDc3D+v1Me}mENW?LaKQ=#MD3SgxluwM#cDr`yYm`*hl!d`Xrwc)s}a>j zWVQl3H{C1+ zk{ZuI&ulzXPn784Hp*q_h)xOIUDrJfxhhko8?^L?@GF*(<>)&{(gKujUiop%3sPC)p)RnYCwTbkbawUlRv}u$8*Li7yFk+ebJKYO+Hc@v)w}O zv!nUT%0C+r)c@Xq3^G{t%RL8DrTX@Fd?s>rT+L)ur}KsI+1~0qIzsU3QMoi`{&Qk` zd9ZH=nB@dZLKOuh3mc+UgB^_X?n2*WCI!L0s*(=%3COpy|AYxvW&S$~!z&RL;ErRH zqb(zoe}9=7@r_61Us)nB+lYS*;J15>WOP1y!5o8ob z(ULBFoj-N>Q`*WJcFF_`|AMins*3XvIz}0VgL(b>zN6f(CXoJ&^YZ%j$zIu_QIN|* z?2WdPS0eeCJ;9L>wl8I@`rAq(U*5PW``Rx!ci$)gfXk+0UA!9aJ0TCv2qZug zY&ABJ)T`6zMOVf{u#c_l_}u6EtkECS>0C_*oU;} z1D7#Fe)LvT`1x;(^p;U8JUyEoT=YN;bi-j`QBl!BgJ0sw^43HwkP$>mCSi_$wP;jt z`3HGLfh2ZwcRwtlR;qeGX;#Kqjs8>%OY`~CICwgbhAf^FpTKSV6s}-~F8T_12ZBq1i?|tSQ_75MI2mZfmjltm%46;75jM9*jcC=kC4i3QoBl7yl zq9@^vO440HMA=HD*BF~FM1Li11QqRUr&nB5I=PA*{H0b-EU;)QkQh)ZIjfsPrEj?ZNFz`3EXmM{u`gijr zW!io*^^d?^qFS<N=e}S*!m{%rdXPH*ex2zQ%7Eg z6U_Yn3CZ4Ct_%mddzF!CmLAC5tV+r705Qiszr32-ebKFyIF-AMK?ET0z&uRqpf!-E z)~YLo_BRCclP$oI<&Ia`Ac?7?YZv-JVJr&AU%~W+bLVgP2hcNU3nYgH)r+7(kC7`W zfsr-Lv`5dEE>3qkT4Dz+&f9%d;0FXUu6&zzbyZB)B_pG6P zCa`-cCg-H7jjy0V1U?$~m+48A)vMwh93b00kTnEA9_Wr0W{VGEUtyM3OUzFTM+^9+ zoCush@k@>=h>1UL@BpGG`&A;}snQ~{vtXi?u8G?T<4}IebU!kwTA%PK! zhtR@CZ^DhE)2k=rII^Xif0-6gvFC~1KmY*l!dEnhI{ar{QcnxlI^lmu5D0$Q79t@% zui1t6rDElDDCIZ`Hj7QrLh5C0#h>2pIS zCkOZ^MbZDh3KO;0X?bjHY-vpT;)|>~WHD~c{(s*jRtV5PysrOvmBqhC#{cmR7{3I# zvxCxM&CXIdozKgnJs*}`Uyg?gK@3GqL$msmf)1UCOW2~#&jE%iE2|BcLwIO_7fldf zg_+-?Vl9qD7&raTmevu_Bx5t>Dzqi|C_UpRH_Ym-~83Xw5qR3=Fp7oEv z8&7lyT`k(KX!T~(#i=8_d|5>ipgYYz3yHS7vI#ss=y(6Q4-k`2E;_RSvfB*w$4l;K z`W$f7s;=*oEml}T6KLrlF$wx;_c-;=@RzAPPwsD2QR6Yj-&TJ;Gcq5iH2K>5yzNY! z`++^4tm>iBc>Bo*XetMZcm`|Y5#1b_v6q^d7tMkdm%AjB|1Cwmz-SO&?#b<4t%V> z3@4r>D5VM2zQJHhy)x836qM*3su_B>P($-jOSh?H)YjrzAuFQd2LJ-%(z%b;E65H% zg~8*@&kVzTJ+g^6FMpITmG*xcx$bbdx^6$>6%i3av-tjdupJO^m5`vEY#*txQO9eSY-EyoD&9nB*1d=v%rzQF}n187|9gLE80XxprBCN$dzFNe;s)!P4t#NHW_*W<%_(3X&V8UewOBbMFs@Vz8Q5bZ z2Q4L#dq3yDma|bdU1J=!?AxN1;BW~rVq_)d#)e5gJv=YT=yF7F9GE!~0)no8{nle3 zk9RYb7LJ4)HWBj@&G6P!>*dx4oDnELjzDuuLy&ML-B=(tSMoarF@IX$wreDFP3G0$ z3TyJ9T2k(JW>JZJW@})Zn?IO~(ve=l?84$X-%K#)CD4^nQuZHdL!c^WX>~Q-0_Xh+ zm4S{S&X5lRHTK7`27Edn=#m91Q1F1?D3<&@A?o5-i6Tbv2v%^VAo~3L{8bj&|4}=r z;G)I1j7;0oiu0>GJ=2YD<0`!?ba&{PxI)823-#%mw?E&+Ps}3I%4$-vGnGaoP8McR#cAIyBUO{oEnhoB=NIXMgNq&F(uk`zS(R8&-v zbdVfv>*4CQd({+xhXJFQGNu?6tBZ8o@Q4Ur`j}gMK{AcoS@leS5x@z8lrKf4_y3R& zEfG%N$~M?oEcS%qLz|c@u@%M3PqI5AtH$hTL^YF*r~F;NfF#-7AD(2q@1+4m z*VeAoQP@f^4^oj>fb7ij!;hZ}zS^~7w^DbON<1F5MDCwk9dx+R1Y%|D5UIXe;OflmZMeD1AGTYbNm%8Qv=)!T8oZpxzXH;_b6UP(T0=y1v(H1Up4g`js{Wuv+aUCbXBSw}jWM4fAoHj(wFj;ZG(_o|32=3|^Na zia07HX#jdgsyWOu(M9cBb*d>%7r;75naSJJ&g9e*yJtm7Id*+ zabkFmNY^dkV9-*GRz+Rx33FY_I^zDhDN_YX>9bbxHt(CP@0fFo3LL1(i}|DdfG7cIg)lnT^0*B;fr~c>w3T5DWre&h(=wV_P{r{)8xbF z;HH^@@rCNo&AA^omQ$lG?@Dn+PNII4x3(7w=FU&%K+*-LtnymZLyf%GojPA9d3D^T z`1F0nO&6-f08)bvd8UW;Jmm;<`Q*xiG1yWk0scc9L}j87)9w&u!gLpLtygI^t&B0N zJ{L#<<>RYE-H|iapOX}%lo(ESm-=G&bX+CXU-n(;$IGcN9jW*$MfhG5x-bjvr$!3F zrn^R2DRhO4jWUh(?LxtB(`oE6R-0qeUp18vP;7ztD8|jqV*HXI&O@~0wMkXp&o^aN zRUBBejTR64q?pbeR=QjpOTF2U_xK`iDma_W!eQ2;1=L1bvfV5=huhc%r_)VC&ahb9 z>^rK3WVrT_~uZOKu_4NtD!0#bJrwSNAv(GxN*Q z_-p`sU6JT<<7K~VfxL?HrO$NUocF}+Mv{G>#kY8vk9wN>9Bv|r5p(Cf!Y^j|R}(LE zv=!SR;bfys2@JFH?ZCRU3Fb&n{u}X}Kbx^;Uf6+KL`jG+nd*aK6H%Gtg}Wf2S`2(m zxE|S=nr^oL=3ZnaJ?9&K@s<^^D9wm~?Dc=ai~xl_$~lQ@Aj+rg#G{L1|b(3k8)w2AXad#1sL?dQ|dxDE!9;MFJOmqVGO zX_-m?E)4m(WdE!5ex_jH7(zUZa+_4`>@Y;!f*wj1vjhFsifBjR-g88)m-quW)Nj+! zZk&Zy;Q7^W-a}tgNtdVO)bsh+dONXPBYd*4g?XzlvzwdSt#u_o$ zI>WqKyW_7Js)z&3>a0#Su52NiudJs*4`(zds~_7MTK?6_O?D^1_TYGRwmC64up&*; zoYwiB(?1$H*tiG9vXUB5Ll5QHackrco|;rRME=&${!^pOXCJ?!_~T3!v@4B79gtQG$V&ipsgr`& zQ4<7uHW&CWT{PZ-bO7^5`QPLKkoJ9=UyO_5SXTi+iTY(s`n^+GZ=aih*@*W6_vm9} z<*xzsz~Ob|bBTca&#V!>%vb0jqD#uTV zo~7@NiQHDKQZM?<_q_PtlTt=^?3||zQ2x-`^M0F-|ABI|;NZ$7wRuxY4%CkyKVLpo zTj=O9DPdNQKEaBKH>Ge#*6Pe0uh4CTNs*s@>t`GOS&%0Y0lwDkfV|eyJij-jMNyQ- zA(SRXd$y1!CNJ_k5NP9$CLpu|DJ`s|?^vFmb>iR+!Ohi6NDD02eYDQGxxcXxHjo!H z>um`{J+Zh@#8qf6_VrS2Tq;!E9E7C=ItGosb}n+xig#cOpj5TGU&XI}UFy`Xe`P2- zTtJiv(U$j3VSP;^SUZPQ6LlPnz>kT`6Y+I~Pq-FA!x;(wp8Uo0uB0JwOmWi#Fj(jL ztBImghF6=4F=;93q>Gu;^7-~d|8U;2tqd}NQVrS+v4%a|YP6!b#OD0kqe^!!{|Zzv z;D|*vu&hf2)N*p2nH?VxXijve?sx)o26Hl0Zoh!kwD)6RzAoK`^&r-Q0iV-rSxt`H zZ&{O719aw25gjYp%swHMq9#?a*6K3MJA2h`nv89COvIWg9wDA6mo)9|`$LLdsw<+Z zm)rcQwKdYWb~c~H&us<*FEm-2eq{Zwebo(atmu_&_T;Xssu&NPoeG^izIIiN?h^@c z6_~gp-}mz~wWWr9XP1e?ZY~#jHOJD!Is<6H9g}mp>-g^8ZJ`L9Ux>g{StHGK5QDmPND(>7FhL~F_ zUE<&W*e3OQ!DOml#GM_FT=D29RS;-!Evij7xpiF(%m6ZlYQL?ty^p0DHDJll=U}>0gbFFm5FBCL?Wy( zyKZ<6>J+4Fch?EA1AOst@n)WKab@>40KjP!N33qKF%47UPEzCPb};_p$N;)xm6>9> zBR5ke8n-qL&+XE@;IqN>TU|KLFBr`n=XG{rC);^EgjNZMczTP3v2~fC9kC#GP*Y8i z>dO*djN>x>vcbdIb42Xq8yMTkbbCj5P4>MLJEQKJi!>oCg+i0X2e`Q}HrLnc5F(;= zefUy`K0J^~kfVP6+Cb6B-t-4EQ)?z*i_2hwiXDoUGlvTJQffT0*I3vd0MJW6o&y$T z=cSsVMXDHxXM3&|>t}atc4&kZu?6mmQjG?jfbTmc)a?Y{8$W#>ehGelD2Pr*+t-9s5=q&sVpXm@ElhvC`LYZ})xU zEasOUK74?^VdS|xZWlWmC0~ZlOt1sk{kC_cod1|Pj9B}jBO?v~JYYEf z8=BRepit5eR%n|(tysvN!P>SqX_oU^Lv)m(6k`WrQiVG_H@PBf&mrxw(S_vZNIGt9 zOEfMAFwA)6nM=7YMvhZ_HWR3K=T+{p_87sQ zRls||9Wie_b0L^>*57H6%tzjIqtU6i@cyE-7K3?4X6C-C`+(uP7zyTPb=U~CrNk5y zzcWvLx23Y45Q4*4&rpC}5!$W1PHARz{7l2soQA7d9h;OyaNF21A-|=CHJfwT^oW-rhrG0 zY6h^(M?;fO9Gw?s@vk>k4?7m&x3DOt^F5*?ALZ-E$J_2(Ljh`UKygs032m@3_)|*X zzQI)&Ox_IN-6JV&j#6Gmxj`!D z+LgX5TpF?`26l2mw+WY+PPKyPFCHTc{SCZ;O7575fN_xH`h3^!A3 zO8(qU)?%a_Ol`VwhtwPX>IWdwG+zAGx7%}2kDm?~jK|;`KJEtNCZkX20U7Eg>^D^B z#n(K3Ez3O|{b+IC8QCqnN%h*%tuGylQwH41><@2Y<$jjPN){PsCG)HVem>^$jAF(9 zupqLDoQf@i0+z%(sF|~Yo>4Fc$b%W@(!_{7j9~9|dj)@eYaf*TBux2+SZ5p&z{Nw`GWWjq%IY^$f+cp0@kSY~*48ikph$tv z_VA)dr!PxmBQ_Wlo}gLIm-+!=!>u(Us*CcKw>6Fbef=1^8hZ&KQE`fQ(A5p!4^+q0 zOx?B;LH+tE0F%_`<|{??{FG%A9PVV>eaaI@w|^QOzjmveReYxmv#jlV%REB<18<;# zyIGmB3?<9V>^$>5tIuP6R=r!owx1TRF-j*JEZKJMu6+k5aS;t%o@G%$1oxlk@+%c1 z*2UmE%`uc?sJ4JtxsYu>V^~qsrDXSZ%}3{>b7>l_e2T8+A)cN#OdFGoFF1v14k4Da zUipbNdM#!p?$ZJ`GwLrM^zN&dG7ijOrAe?~b3K@)g-GHc?!K|EE;cqU?3X{PY1(y{ zeX5}kk&)Sii-8ky<)Ne0uv_H5Awt9AK zu3?{FN7zkG^HF{$B%EVEIwqaSsrET7$<8NXxgtUJH#Zp?{!E9 z(9(&B9W&4v3C?p}TdDMQTD8HsMFi3zook1ELuNDW7iCm*r>`}W|D2UsU8q%~N>T^g zUd{R$Q&g*ZyL~g{)QN;&NopF6QhSBhd5}qIIr!Q5l+yAky*!wSF)ozb8y>~kc^-#9 z9tw-k*5J+AXQTwe4f~(-_By%NXUBa@Cd*}%i1Ig-Vfx!*+--|YkrXm5^z`Uz)_&y$ zD;!Z~9Qet5X{zRRTP)TMI%btt;2lu$UTiY{(U{Gz{?<}qs~a!<`(bCpNFPv(9iP)0 zdN3sT(LjP|ee;bg(1=COk&hoB5nDvjCuo;_)n4X9)F+!9F4t2q(HVW5=b*@1_<$U8 zac*KDud02Mn)OjP#%Z_WRLhSf=TRby2Ohp&@voyU;YU#B6a Y_labwRl20pJpe%ciH=Gw=y~{m0o~lD^Z)<= literal 0 HcmV?d00001 From 6e8bc090fb1ae2c57f20637e3bafcb3036aec5f2 Mon Sep 17 00:00:00 2001 From: Kieran Hejmadi Date: Tue, 5 May 2026 15:50:49 +0100 Subject: [PATCH 02/37] improvement - incorporated Graham Woodward's feedback and tidied before PR --- .gitignore | 4 +-- .../performix-memory-access/_index.md | 15 ++++---- .../performix-memory-access/how-to-0.md | 32 ++++++++---------- .../performix-memory-access/how-to-1.md | 10 +++--- .../performix-memory-access/how-to-2.md | 10 ++++-- .../performix-memory-access/how-to-3.md | 6 ++-- .../performix-memory-access/no_tlb_walks.png | Bin 0 -> 56413 bytes .../performix_after_optimization.png | Bin 82482 -> 105734 bytes .../performix-memory-access/setup.png | Bin 132706 -> 131545 bytes 9 files changed, 39 insertions(+), 38 deletions(-) create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.png diff --git a/.gitignore b/.gitignore index b4599a76fb..1c485b5379 100644 --- a/.gitignore +++ b/.gitignore @@ -26,6 +26,4 @@ z_local_saved/ tags # Generated spell check config -.spellcheck-non-draft.yml - -.github/prompts +.spellcheck-non-draft.yml \ No newline at end of file diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index 38912d494f..4a5f545893 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -1,29 +1,28 @@ --- -title: Run memory access analysis with Arm Performix and the Arm MCP Server +title: Get started with memory access analysis with Arm Performix and the Arm MCP Server description: Learn how to profile memory access behavior in a C++ particle simulation on Arm Linux using the Arm Performix Memory Access recipe through the Arm MCP Server. minutes_to_complete: 45 -who_is_this_for: This is an advanced topic for intermediate C++ developers who want to use Arm Performix and the Arm MCP Server to diagnose cache and translation behavior in applications running on Arm Neoverse systems. +who_is_this_for: This is an introductory topic for C++ developers who want to use Arm Performix and the Arm MCP Server to diagnose cache and translation behavior in applications running on Arm Neoverse systems. learning_objectives: - Explain how L1 cache hits, TLB misses, and page walks affect C++ application runtime. - Build and visualize the orbiting galaxies example on an Arm Linux target. - - Inspect a particle data structure for memory access risks before making code changes. - - Run the Arm Performix Memory Access recipe through the Arm MCP Server. + - Inspect and optimize particle data structure using insights from the memory access recipe + - Use the Arm MCP Server in combination with performix for an agentic solution. prerequisites: - - Access to an Arm Neoverse-based Linux server. - - Arm Performix installed and configured for the remote target. See the [Arm Performix install guide](https://learn.arm.com/install-guides/performix/). - - Arm MCP Server configured in your AI coding assistant. + - Access to an Arm Neoverse-based Linux metal instance. + - Basic understanding of memory hierarchy within a CPU - Basic C++ development experience. - Familiarity with the Linux command line. author: Kieran Hejmadi ### Tags -skilllevels: Advanced +skilllevels: Introductory subjects: Performance and Architecture armips: - Neoverse diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md index 84142c068f..84ca0e7b19 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md @@ -19,19 +19,19 @@ You typically see: - Last-level cache, often shared across multiple cores, and usually taking 20+ cycles. - DRAM, which is much larger but much slower than on-chip cache. -You can inspect cache topology on a Linux system with: - -```bash -lscpu | grep -i cache -``` - -Example output: +You can inspect cache topology on a Linux system with Arm's [sysreport](https://learn.arm.com/learning-paths/servers-and-cloud-computing/sysreport/) tool or the `lscpu` command. Unlike `lscpu`, Sysreport also reports the set associativity for each cache level. For example, you can run the following command on a system with `git` and `python` installed: ```output -L1d cache: 4 MiB (64 instances) -L1i cache: 4 MiB (64 instances) -L2 cache: 64 MiB (64 instances) -L3 cache: 32 MiB (1 instance) +git clone https://github.com/ArmDeveloperEcosystem/sysreport.git +python3 src/sysreport.py | grep -i cache -A 4 + + cache info: size, associativity, sharing + cache line size: 64 + Caches: + 64 x L1D 64K 4-way 64b-line + 64 x L1I 64K 4-way 64b-line + 64 x L2U 1M 8-way 64b-line + 1 x L3U 32M 16-way 64b-line ``` For a more visual view, install `hwloc` and generate a topology image: @@ -44,7 +44,7 @@ hwloc-ls --of png > topology.png ![Hardware locality topology for an Arm server showing per-core L1 and L2 caches and a shared L3 cache across all cores, which helps you verify cache hierarchy before profiling.#center](./topology.png "Example hardware locality topology") -The graphic above illustrates cache tiers on an AWS Graviton3 metal instance based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache (last-level cache). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture; implementers such as AWS or Google can configure larger or smaller caches based on design goals. +The graphic above illustrates cache tiers on an AWS Graviton3 metal instance based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture; implementers such as AWS or Google can configure larger or smaller caches based on design goals. NUMA, or non-uniform memory access, means memory latency can depend on which processor or socket owns the memory being accessed. On this AWS Graviton3 instance, there is only one NUMA node. @@ -66,11 +66,7 @@ A minor page fault is usually harmless: the data is already in RAM, and the kern The working set is the data your program actively touches during a period of execution. It differs from resident set size (RSS), which is the amount of physical memory currently resident for a process. A process can have a large RSS while the hot loop actively uses only a smaller working set. -From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts runtime. The compiler generally cannot reorder structure fields or split objects automatically because that would change program semantics. +### Memory access from a programmers perspective -Common causes of poor memory access behavior include: +From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts runtime. The compiler generally cannot reorder structure fields or split objects automatically because that would change program semantics. -- Storing hot fields together with cold fields in a large structure. -- Allocating many small objects separately on the heap. -- Storing raw pointers in a container and following one pointer per loop iteration. -- Touching data with little spatial locality or temporal locality. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md index fc51fc227a..23f58b6ab1 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md @@ -8,13 +8,15 @@ layout: learningpathall ## Install required packages and clone the repository -Use your remote Arm Linux target for all build and run steps. This example uses a `c7g.metal` instance running `Ubuntu 24.04 LTS`. +Use your remote Arm Linux target for all build and run steps. This example uses an AWS `c7g.metal` instance running `Ubuntu 24.04 LTS`. ## Install Arm Performix -Install and configure Arm Performix using the [install guide](https://learn.arm.com/install-guides/performix/) on a Neoverse-based Arm system with no hypervisor, for example a `metal` instance. +Install and configure Arm Performix using the [install guide](https://learn.arm.com/install-guides/performix/) on both your local machine and the remote Neoverse-based system. -Install the required system packages: +## Install the required system packages + +Run the following command, replacing `apt` with the package manager for your linux distribution. ```bash sudo apt update @@ -35,7 +37,7 @@ Clone the example: ```bash git clone https://github.com/arm-education/Orbiting-Galaxy-Example.git cd Orbiting-Galaxy-Example -git checkout -b my-work v1.0.2 +git checkout -b my-work v1.0.3 ``` ## Build with CMake diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md index 522a2c3d4e..5519c5eb88 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md @@ -14,7 +14,7 @@ Start by inspecting the baseline particle model in `src/baseline/particle.hpp`. If you are using an IDE or editor with an LLM-based coding assistant, the `AGENT.md` file can improve your learning experience. This file provides repository context and helps guide the agent to give more useful assistance. -![Screenshot showing the AGENT.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.png) +![Screenshot showing the AGENT.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.png "Screenshot of GitHub Copilot in VSCode using AGENTS.md as a system prompt to act as a learning assistant.") {{% /notice %}} @@ -82,7 +82,9 @@ Start the recipe and wait for the results to load. Look at the memory access results for the baseline binary. Most samples are associated with the `update_positions()` function. The `L1C % Loads` value shows that only about two thirds of loads hit in L1 cache, and the average L1 cache load latency is about 26 cycles. A cache-friendly hot loop should have a much higher L1 hit rate and lower average latency. -To investigate further, check the TLB walk data. As described in the background section, the TLB caches virtual-to-physical address translations. In this run, the `TLB Walk Breakdown` tab shows no significant TLB walks. That means address translation is not the main issue. +To investigate further, check the TLB walk data. As described in the background section, the TLB caches virtual-to-physical address translations. As per the image below, the `TLB Walk Breakdown` tab shows no significant TLB walks. That means address translation is not the main issue. + +![Performix Memory Access results show 0% TLB walks across all functions in the baseline binary, indicating that TLB pressure and costly address translation misses are not contributing to the performance issue.#center](./no_tlb_walks.png "TLB walk results showing 0 page table walks for all functions in baseline implementation") In summary: @@ -94,4 +96,6 @@ Double-click the `update_positions()` row to open the source code view. The sour ![Performix source code view for update_positions showing sample concentration on the x, y, and z update statements, helping you confirm that this loop is the main optimization target.#center](./source_code.png "Baseline source-level samples in update_positions") -The result points to a data-layout problem rather than a page-translation problem. In the next section, you use that evidence to guide an optimization. +Given that the majority of samples are associated with accessing the `Particle` data structure and that we fall back to L2 cache ~1/3 of the time, to improve the execution time of this example we will need to focus on more efficient ways, if any, of accessing the `Particle` member variables. For example, there may be an alternative data structure that has better cache utilization. + +In the next section, you use this evidence to guide optimization. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md index 4999e508b7..515e1f7ece 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -25,7 +25,7 @@ cmake --build . --parallel ``` Use the Performix GUI to assess performance changes for the `/users_solution` binary. A reference solution is available in `src/optimized`. -### (Optional) Optimize with an AI agent and the Arm MCP server +## (Optional) Optimize with an AI agent and the Arm MCP server If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The code samples below show how to connect to OpenAI Codex; for other tools, see [your preferred coding assistant](https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). @@ -61,6 +61,8 @@ Restart Codex and ask your coding assistant to run the `memory access` recipe, i ![Codex prompt requesting the Arm MCP server to run memory access and code hotspot recipes on the remote baseline workload, showing how to pass target, binary path, and source directory details.#center](./codex_prompt.png "Prompting Codex to analyze the baseline workload with Arm MCP") +Alternatively, you can use the curated [arm-full-optimization.md](https://github.com/arm/mcp/blob/main/agent-integrations/codex/arm-full-optimization.md) prompt file. + ## Review the optimized solution A reference solution is available in the `src/optimized` directory. The baseline stores a vector of `Particle*` values, where each `Particle` is allocated separately and contains all particle fields in one 64-byte structure. The hot loop only needs `x`, `y`, `z`, `vx`, `vy`, and `vz`, but the baseline layout still steps through whole particle objects and performs unnecessary pointer chasing. @@ -160,4 +162,4 @@ Optimized took 279 milliseconds In this Learning Path, you used Performix and the Arm MCP Server to identify a memory access bottleneck in a C++ particle simulation. You connected the profile data to source code, found that the hot loop suffered from poor data layout and unnecessary pointer chasing, and improved the implementation with a Struct of Arrays layout. You then validated the change with direct wall-time measurements and a second Performix run. -You can use the same MCP server and the `performix` tool to continue through Performix recipes in an iterative optimization cycle with the [arm-full-optimization.md](https://github.com/arm/mcp/blob/main/agent-integrations/codex/arm-full-optimization.md) prompt file. This approach combines measurement tools, code context, and focused prompts to iterate on real bottlenecks. +This approach combines measurement tools, code context, and focused prompts to iterate on real bottlenecks. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.png new file mode 100644 index 0000000000000000000000000000000000000000..046c5cb7b8ce16f6952447ea4ef4ad30c0a4d2d7 GIT binary patch literal 56413 zcmdqIWk6iZ7BvV2cXxLSZo%E%-8Hy0?h+t4K|*kMcXxM!TX1)GrgPuB_P&{)^J4}M zbamA!+hu#Ny((N$UIGCY7ZwBr1VKttR2c;113Cx@C^s}DFeau2{S5>Jw#-UIL{Uma zgjmtZ-rUN@3hD%Vhf@Np^_7i2aNX2u*hAdTLQHd90!^JUB`#3s(Y) zm>75>C_x@I7v{1iG90F8mp)ZkQPH+x_m`2@F4D0vo%8nFJMH~5`_q%wN&fwH=LI5= zAzIl0;txp>#NRT>A}_A<2KuQK9T`DzsXy=%gMFl=(-B01g98g2f9zZd)dBf&w=iC4 z{rY_VKDV=&W`hZ$h}|=MVxvykGZ=fBL4mvn;{RE2%X8Ej{O4+DRUonzve6}5;l$Om zm3)Q~n=d65Z4aCg0>}k9rOJ0$kYVg_6=$ttNrHHR9(8Yym>37b9=ntjEt_B-WDapB zaA<{vLW=i%`J-Q-DP=yhq!goO=#55hwtFlE!tZ^3cjkF(G&2v|+hY=j45zz^5#+rB z&!#%m3P9bX3JsoMj^XwXhjd@_I|fM#r`Um5rb&TA2b7X$9r?sA6Z!3Rvr@Hl+Gqq!+)WZ84p-(jML3)o zN_@S;gKx(5^^^1+3F|YX^*%HC{hmYa3&nF++IePg;pDSHV@tRRLZD4!wxSlk4@KimZfKQTyfAT=^l z5(wr-pe!-?Xg6&YA$lNc6~qaMS{CHV2ZRk|F0kcp7zapQ5RER7CYZAi%-9f&-CPeK zlqAqSLZ)G0#lp+6pr(*Zf^0(wR{?=p(A0#|fyyNOT9XYz zPAoN7Z|d#9k`1mMz8zBUYlSdp*2>iW)WUS{f#Z!EJWg%^b1#<(_IEB>TJui@$SMKF zgZP7KgR6a!#{7oWniORy^C-tLQG*3W8pbl!URC9bb|=KH;5-4no2riHTpGI6(cz=r z7+bEJh+Fd8UmS9q6x?arIMyN0BNV!>FYzug9w=XEUXb5#eB+5_n25R1gkfxYV1;pv z1hOL>qL`$=laHW8g;n%X8{<0iRmU$1^D1}?dQ(wQ z#Pbd(?1)K|hfAhPK}oLVwdT2*vMj}(2+0%g$8vtd8@3pZ8OqF~nZcZaw`#c2KKy*h zaY%Bwzygl*0jFgQHN`sxHYJy3!Bl@3)fB<3-87}f+O*V+$IO0Ien@GjY*%=fWmkIl z#}30VU-IBE-pKP%?JnHT{cvU?QFa!!Cpsf+L`_^xrc(w>iN6|?vLSUIO#(H(@_`1n zMuJA2N~F@5N|`!uF}1od4Gt}H0!zY3LNxW7@>5P(v8=`(H5N@HH4=@Vs*=W~;${(g zXSKA_&JrCjj?y}*zx$7DDhhH7+EV=JB$L^vs3a?PndC-LgY^6 znhWL%7RC%&p;$AP2y43`zC*~vJ-{7du5wVN{2X^4PaO~am_Q#$&!JhT)7CKCC|kAq zdCB^5ZDgIc_jBi*kG01!$T7ma-n_l7tgR-;90#Y(a6?CfwJnd$uf>!l$CJC|wd%q} zs1^H~^Xm7#jRRsAOGj+ySvOgy)l>J>0ztUk#2E%|qcq<1dG2(Fr<0S7v~BOcM+GeB zWS3;ha@)Bgwe-3mXOe!EQKrJ99NH!=~NUz($LGYqs1BwKaF5BGI+BmJ=tk|uHev14=%2P1wGp{q>V*SR#^LX{*^43gWUe;D76p)goNUXot zW;0mhXp~jOk2j*9wicJ`51q#!SA76A?NFg(2RJL-Wgd;$8{WOVep3HlL9KmB|BLfI zIq@K|ERnC&MZMgBz3oRwiz`AMrH9<4c6&X9wZy_>xwWQ(Zf3{Z5o9UCF5bF*UlB|F$uecqw9*|(HPVdlrmrfy z3M#289QVne5>D3w*Lr?AS(iS~e{pKQdbx_T?Os`KP-(=n_vUAnFRsspH9u5AG{4xHtz5#3ka!=K(Rt|;efsVHCXTC7jHeSZDCas+=& zduMdNd*;<5VD5L$SZ9EHJa;5>)Jd>Ggv=?*mS*i@V`DR8No)NjRczb@3JnPn|B8Qh z+IU@grDRsy2^$}i!1vO6rm`^_obd3IG|#fr*v8`7cEWbQt>VhphD%qw)+VwJlPcD% z+QQNN;|F`pP6DoM=bWd!t>GG#J{5?<0{Q*Si~~%UPVR4>=6M!YldrXo7WQdy0t;2lgIZr{KTm;9b-y9G?%f&OQYgv9 z<^Rcl?;HMlW#jayvAQr~Px-5*1IpKrDe)6Kg&}MTt1?IkJQoFoe5YydXB#bU4nq?&6gS zshesb-$TEQ%;uK#NL*{$kg80jKSU3;dd4gUUzO_ z(ALbwh}hlM#?G1Bosaa7H@Jb}-_eYu#DBcvV$DaYDW^y*V((-|%)!9Kz(mRqOH546 z>tt%qtt=}3-|WC|e595xE)Lv`jBajj3~sCp_D&Xz%%47eVq{`rWMTOTeB-0DhnUE$o4zsKiU51*MF+x{aqNhqLsUujh3jDEl{e!rtz~fv+@2> z&Hs_|cSHY^Q_b1TNyOe3n9+s*?_v3G=6@#sZ^l2W)cm_jPA;y0R{4*Vf8_k#1#Sf= zD`0I#zh%hJ%**(H#QpbuUdG=7{)fQ-Gn#+I0*8|ymY4CbslgA6jY$v-0wM?^B`T!q z4tkOfm4?=jHAvKczwRaBc`m8(MommTBP1j$_!V7DOw2QJUC1+TT?iEPkl;{~&$B%! zx7W|t`6PanqIst&e#iIxTB>F#eJ%ZQ;^eH&<9uAadH;DMQBl$#{9g|-IC#z%L!vWb zFml0vJwF6pf_i^iO!hC_XY=~L%xd-zM*K9*m}eK^yq?ommz`xH87LiC6Eg zndWkPFmAEhSUQ1PDJ<&W)%k<71!z?24{uW`>~;r9#Iu;i3rdH$dIXw*jfkc#Ru{=u zO~-=3{PO`P1qu4#0&xI8MLn0;}*kOVV|piBAhwh)8LfL)l^AjUBT)g11bhJPLX zpZ?5)+Z@6d2pgq;f0z1S8E}EAQU{Xto&HZ2R~W_Ys)#Rm{}Px#cp#Zz2q~BFs{Fs? zMQ)f3f&trV*%a{a9uxn+T=;a5%mv5F>nqXMcM$`RopVNo4Bj{_M*X(&%_c^eVB7%9 z=^Uvt&1!P_)h1LW+R4CHFG>Kk`` zUpShCanUsW*?CX1FwSR&rVVaT*W-5F&_Vz88IZtC9wV9 zsA6^p*opYAQduPsrM@#|5BeL5lVO2UH$G%V6)0rt(_!-S^E(~(=t-q;r+@CP?u8f< z7$h3mpx}h)jI}??Pp|{11dld*p#DAOpb@~7&K~*Q0ZaP@d6F3q<pXzl$Z`k}#!3Nu!k8QBRdT7Z>#Ib$Deal|mZQ zun3;XO$?!b6Y56N7lEaaBO1PSVwW9%_V)UG)OJbXd1IOF#B0w#wAmXm^h^$05@&OHx9=0{;zXHrHP-ib9uF6BqT#q=osvjNu@9Hq zODhzr3!R>~(j4~dwCp7saS1f(&T7pLm+>cy)iS8$VT@*@NlAU-s3D&-=#gCS*ZIOr z(33wL}!Yvn0b#r`VU z=&2|Qh7OBYxKI1{GH|d4BT=U&e0)BR_HxJ>U-waN(?r2|NM#?p1{}>=Nu_aB7b_B<Q|F&4cm&-Y|*NV1gGpp>tOqxB48v>oxI^JaE(R&Y!M; z!3mw|exlH>vmA+{sz9gH76oK|hmFmfvwH2p=iwsTDc7@>XkNhmVrtRmZEq}2Z+tAV>m??HN+IKGW@hG|RdY92a<21s zTEksEZ*(C;ZhEe7Aeu<=VvWZ)*qL=3&QFOj|J<;957)YiOr0Uxr8zLK{r>J z6nL5?V@(>2bPh(#WUMv^_9cNENMnzv$9HV$ddNNr^p;FX_F@L*r}w)?$(;tnY zv#z%PZv7K8UcZS~QLQM+RzCB40(Qh^zZ~Tc?95l>98!`S++w_mZD_&#&4n_HU%c%K7o+ zDsPVyBY-)pO0D)Eh%aBj>fgISPxnIPUz0i;rSDFb^1FB*Z#RK^dMO4A8|S^YASS&uy*HPO^zxRy6v>L$38_L zMHM%IYEu4vc$vXn0xT_BT)kM;>VGwjjWuxLlPmChQW;KSukRNXFyOj8sIo*6E+mOy z5bJTCM83q2SG#eg8kNIeF-q%hK`X?P8J`axK#7Qm%Ha(msULbx`f$F2^COQThG_lR zkT-><$Ni*AMZij8)On4?AnAHr!y4HqQWZ13Iq+Vl#d7E(nW`_xd31cgr@8pn5YJ$% z?TlF*i8DiIE#rSY8`aol4-*#ru1AiVtC8w;t3`=a5!a@@Z$gnnn7j8IC`P)s%U9?95sKpk8I*Mb zMMWCi&lmcwY>!Xv;hFxas0CJH5|=x}DqGIGC117NX?$t#x@Xj&V1x3z`iB)M=@(YC z#i4HIWB^x8sJTHA-ei#Ax1eGJYC;4hBGBj`M7ki8h!Pf(G&ArHX_FW$^(GJrxan~c za#UJeXu?tW`s7CEX~g%~}w;94}WTa>B39Qi%d^q{?Bzwp?|o zz;|oAD~(ZC4{9eJ4G#KizI!ElrnTl{$;f^!@`NmgLA%0M9PEa;uBZzZ&sC8`lk=LY zI-<#uHh6Ha8Ex+|_ScOOPzo@js->n&#sD3hEv+`Osfq6Je`@l`3I4|-%at)GK*ewF zunp}d%ynL{xa+1mEU^pfYsg!rF?Q8B&H}Yg=z3{j9;f{h?Y$~8D?MUzLc~uo4E%H& z6Y+9YQw^12LN52Aw0tO5rgVO1aVW-L%0fd2(7mXa7ulU>qAT2?)eNOy%ej1>%A6uv zDmA+KVE17Wx_L;EGXqkR6r<5bLWZ=Y;z*nOG#Cd(KA|XphJcv$RTEd6465&X6|J>7 z*vNE0)6|%c=Zr#7fUQJroQ|ciXj9fVM}CI^Zxp!*GN%TBOPC{2RxLpV`7chPLL3xbXHEhwmoDz`9|PUVQ= zH;d~D0hb<(&mXP71-nE(FX}SWWV+fP&n>uLEit!|&MHg|aoUuuDURkWh}Elg4QlZ2 zS}V1jp7LPEU#)#xZWDXcY!lT{hsC0$-k&sZNFZ>=D`QEdRaazHKaG8adz-=xt+Seu z+>=dl`H}X?37THGP$3iLLSmyOpZLOia{aZ&t``zzH$Mam%=k;mMghbCGt_iWa#|>>*BLI(&j(SGpNB-Y*Z1 z7zU^ss1&Zg91Np1wo5fy$UM`s?NZNf?1}Wo)MbV7^|F)ySS=22V4U`ADrm_0Otp{d zun^He#a~M*SG<>*MUDj2p48#>3BYc>s5Tr+v!a7Bsz~dAOp9(G63_GPPc6L(6x2F| zw2v8GTuZq?zEJ>DzP>CB zij6e;j9FoDt;CoxdOBOCunrz;cF7N>NGYGjMN*u=f@07f5&X}^bMZy6NQc_N(xqkU zk=yg8s7nr*oFNTzigo&ZB)D*%_*(8yl^1#ax61nsAfByiI`Ko~G41)_(DY|9rL(c2Ar(W6Gtsp^G6}`F)|oKb=o#iyszNvtO3PF!1M}ZN_+)^leiGGf`4df@G!w8 z!bUr2DmGi&=kJQ`isKsX4<|{4kNpXGe^_(hw>Z?xG@lR_rQ-8^~8aFKsibM@3dRx30}Kv=zyZvyvPm~2$1?lHJa4v5Iz$@P8B?QEIi{q;U`qGnfFPdB2++Po_~Jn3?JKxNCcD==R>~c0Mu`N7g?%sZiML_uldH_I$qO z{8+Q*0|bXwL%ITjpmukLzdZ%*RwW#=noHIn&GlZPlkmI78H?qgSNeQ7?Yx{6$ajb% z4VZ84&0K4B8_ntt+O3@wz@qmG4A$VWeimC1y!YMKQY?|RiW*kJvze~RZ?>=CZO-?M z!mTkKMoo3^eBXo;@)WUKZ^^&ct8po=mM)M_rNp39V|icE)@*i4jKtwlx94`;3U)c0 z=~rio(cQNN*r|eXD?YA!NGvo~M|XmP_mob&zP|3}LL%h7Nf1fBgMI+p%w%%Rxp}%< z5j>`UN2k?YY@3LB{@}~w^I9+eh2Ql2yt8q&U)Ob)FyMKx$#HwkN26T7e9~)o1jAWx zg|Q>{jL-A?yX{AKB7WU@`^79yt#wA5{HQR%rrLhCTEjsFVbR_5xr{~xp7YDYr5<1K z&%egHp_%zD`eS&IPkAnbmsbWn$cq{+xIETwc>I#djt4c zf^2rns;HE*MWwK#wH6Zzs1(vofVmJ2p6B}W%BzP<6OWsNxHgT}26!TFRagvKa-|$d z0R{{nR~xnWx%_iRA0Rdf#p3hia`J6kbfyt$c&7rmG110CZnnmcs1gR z1)nU}s~q`0Wb5-gZ1^Y8s!20S3^3Z4I_Dxb+O8C2++Ob9o$>@u7%kUXMajjzakd?K z|16M;C-ZVWT&T=Upj8p?IGdH)>I)~sV$hBCxZWF9hU;H%QC2V4rK!|!k550+KD|A4 zyIL5C0(Jtuy%V5){LZjOCY^}x(tyz24q79#Mt3w{UYd+V$W6}I@hHydb)?}w=V5sX z^Co2oC~&{rl6ty19FMtVdU*Jz0G=ED#YF`p9EDD@biTaaEL-b(Pq{-F0w;%16o?rz z#g8P=sN~Iiol7k_?dDA?2n^R+OzzC&%gp4cby2J3DhMQM)mn`9h9c!l&y_gcooKb6 zo0%2+V`>ZY`Qvih=HNPZ1r4S+|Df6jg9#=HU|ep%@a|FBs8Ff&^+{oMt4L5s0*~a_ zG`dg=MO1FGRI`|V@wl>c$7fDT?CnQUbX!bJjQpOo zR#h+CoKm?~X_9KWzTAMqcf(^r6o_e1>(MBE;dz=PsQ;zv5``7&npV*{O6aI%1QTZK%149&Kw#x9==1wbZqpMHC9 zev8Opw6g3P6ccKPcfXSf)*2)86MnhCv+P7VkAi74mx)5=lUkajfv zW=}PMGU1O@`_(3rdjrls>xGKL3CU5+k2|Gzr)D)*O6!gGneweJODs5-E0XOUe(!HJ zfMazWPT#gX*%W2ZyMyANFIl)wx1Z;3!sf*CEd@9It!}OxY{@-u4p@Zp8CA2gyqDf& zE|Wn4+pzzxO_C669y<9sp>?ovZW`gwJf%`Keb?s$sB zDcwiDxyPdf=-{C?Gn(2UxjOHBKRWS!UUMr^aZ~>Sk3$bs-De3Jj~6PBZ5Ino2IZAy z_yiqa(*^v5e3gSh@4(X=f!o;#6TsKHTd+IE=gCrL2Yz=X5GrC*`cPWS;U^KFXI+c^ zO>Cy`Np2#X3@6UNtS2VZaa<6tUk43y~!c;AVa9JEfqci*K-dN{m<2q6JL zWu;nef$4BO#n2gzss*Lae3{dRpkOFyZnOcd28_!M(^Rn6Gy5E(3~h)p5Qb-wi28A- zbZQ;^`51dMgU>=f)A+!Vfs)OIv%_$m*>C|EgWQf7F$QI?)gz^K=Vb3j*drn%SDm1*S;&DeUw4r z8jBv;8$KnMo4h|!oG@)x#hm(kBMICbMB{7b>2e}SE^;Q@i{`pUg=(zh_P_{m`=9`- zz41Da>q1vM6Xh82WJzGh^6A_ZzcD8d=Y6ZF=BleTokpYf4rG4yTv;H@F^l&o24*A+ z!U-0sDKuZ=8ZEEvE>(9hee;0<2zDxqMAe)wR*L{%u8K9LE!b>Rh9*9pjY1=m%;5FN zv+pzjj7iu5#(^f1*g#3B^`q17?H!p!%#rOwt<|;p8qQ0d5?MRK2MFxM-Yox*;o0c# zZzI9$g1gxTN0QpGWf?jKP(mhs&7Tu#!3^|7(msw}?T+SWx7>|VN5JG|E9cBt=vlW6 zV-ME8h4g@of}=xQcXQhe?$_ZCyGn!)x$e;;xnL?}ej?*bga94w@a>q{yXJ6p3$1Zb zq#;VAQ=1|9VqB6NBM)AN;ZQqXB+kEy7&NIqCr?u4xj&hyfXry5VAw4zVUln z^SFij0MDhM4q$B1ILD6jd)sPmQ$0QWz+Mc=j|@MPrurKFX+#Gs{rGIHRfYru%Ju2S z>NNgUm}WeN@KNRmo0aKTTs8z-m`d(YylsikF23t8k1WQEOnfu%D@96AKLUE9o5-m* zvVF>%oMQaz*}NKTmQQI~JO_-3v%*T?;N|t&+?5c-@uxl@7JcxVZ1R?NtikN{41XR$ zsx;x7I)^`Qsh5W8s~C`Zz>6JEqe5viy=i}i4ob;HE}cl5Sm91@ zQkNCz6vRSq5uHZ*DbnxGubOC;ntt3qh1HB>ExW3)-FaDnwlUV<4LJ;pu|qJ$zb_1> z_k?%TZ|r+@T|Lt1_obZ5t0)1dov^Erm>fz$_bmGi>};@2@)BYcUcB)HCIOaLk%olI9}yeU^Qj}FZ@Z+%viBp>{keE$qVi}i z89x}BQx_KA2lXn^WVNrP;>4T$pdlZ&O3N?>USDbnvpjd+C12FMp|)OZV3t|w$*{8m zj}u8c?@miU8dFFo#rA~2%24gHBHqJ{te`m5PdKiTx^7{q5h24fbV-9IBT2l1d#%{5 zx6vRa*55hT`+4Wn3p*%KD{c_9+f=Ue(6~`G1$30sQ)vD6eT=BJRy(zF=$4mLedyYN zFS9)`M8aj$Y?RP+*)#&hB34MCjKYKCN0v38YEh#rr|zb3h{rv_;j)bFlDpO0rNqB{$gNB;TH|^P0Du}d|rnrf|}5G=WB)ID~m)7q1Z6|E)TIDO+iPL zw$S1ToBQ5^&D9%0(_Y>uG-w09r=2#8O1WZ*gtU7-v7K|xR0=6&tF_`I)4dXTnNBMH zDQjvp8V!+%fsJE7xy`bnC=FpIyg?X&xI5D?vlDw&JYZRqExE#drpw;qy|iER*(@jPYjKo7wU?-tI9Oq7=@VL@1m9C!9$3U5Z1BK1u!^9(vN*@FpgSL)GlW9b?vU#Y+AWEWo|rCe9sFrbnQ0_JREt`?NQwS? zv*Ab|bRe^nSxV9fA7IuvggGp;4|^~Fc~5<*h!X#!r;Fv5IpA8ukv zOfwplmb#O*MvYeNo;lMBCz5W}QfxIBa(7~cg9U>@Asnl?(1Yn58J0Ov|JH8OT~r)Y z8l8f&j^r*mun)M{&4m1|3 zK#)#=o`-|ed4mIZ^T{N=`C_ft5n3SeTdtW)5Rs5Kj~fmYHl*`2k3&pIKjk=XlQWsw8v#K$F#)W<^yn zS#CaUWQ1>%M5A2_La+AQs6y}9mz^ay-J`2ja8?cUlwdBSW&onYd3?{FBWeuq=W=hq zzan0Ohv77rjHJ!<9QP$Ut!sSf9(V=qtRffEZI{TZbQ4A}ek=~KX*w1*EEdFzWepoPKw&r$g=f>-H-HVD`XnAQETHrspPRn!61j{;e2jwZ#FB z=Z{Z8`Rn+0@oqOdo$sSvP4E}}{1Khlkqj+BpBpUKh4<))^q`GPkwG*L*G8m^B@0aG znTCT(XQZQ$-wL^j>fi4LJYIIH(cKIEUkV`cNrReXctqOU4W9iduYTjl1@V3DKCQTx zw3WI-Q(6*TraZU$5l^>AsaEA!Ot4>5oa*pSj-#rSiJS23YGVs%8+NZbY;SnvoOUO6 zXY2aH7J`WQz+94x1E^hynRw9m7Gf$Aq77!9`{EL}0qUeLgQ-XOK{$$gS@^i|dUAR{ zw3<~-bi6R&Z7VZ3ijbHkAr?){xyM99o5J3U8^WIvxS#Ki+8ch@BG%%_slCENN5=@7 z)vZ*U3>7vYehv+P**@>3Zg`$ZP zs6?SCimTn(3v*E%Yv00m4LOKDD+c) zI>u=uf#&$isxlp~M~7tY#$of$lke+p^<_vIBGSF3jepM9= z;Uorqd{Q(nhQ+X>6Qc>&F;lPwk+D&P%=ydD6Mhf$UbS7xc*@hpHPCJh_Lg<5ZVW`% zm}phyBNM3w1^_+OYQ@+Tl<8kTlD zq5PMd;&X{@LW^=n|Hg(jcNk$}{qayX z>JP;eyUYIS1~`c!EjrFjK6FjoZw#F@$-gqQlUx>=)0nlp){76cfwi)7ix|Q*9ZG2H zmQHhD-=JRz7CQ;xJG^h6bv?aHgN*n_0(wvC@asO?%Pg$P`*Y;nX7X(8D_TC{Z^dIbyKhS7=lq})R zFvP~VKV3Kf=?E8a9C}Cy?a2Q*mY}E(e{j!$w#I0tpKUzQL-vWA^LN%JngCXdiIHNJ z!d?our2VJ+MdnYgFYZlg$yC1`Mi&RuWF8N(wLKmx>5v*pKs6ZpD1B=k{A{(I?f^>% zZhlGIK7B&vEi_#C5{UO%T}YW+-d@k)tC#6gKq2Dapi_=f!H9Z-Iqx&Z{<0WH#6nEk z$K^9`ll{TVt~)XME!LkC+5Pq?(dBGjZ^mqd5~pS-*7cOfQ;n)0?}(b*j9R%Zfm|+y zV`{%Y0_#cf{%kE-A(bPU4X5V7vr?(FLAS;G6M5k#zmX)!*S=@Kk@TJJBe~85FN@ua z=(Ua4{pmMvh_45e^R_GFw{LH6fi3ra{LbI0(J50F;DAPL{F>LDcIBSm?}308H9R?p zW3d^^5TTwAAR=DVxUD|Ax4_g#tcd&_wO!W}Eyj zPq2{bT&N&fXF2V%9*RIz?8lfXK(+v+%c&MC565Qr^5y8p(R}0cx=k{b`u24)q_)Q9 zlJxN`l)uLQmv5Be$Se+v%LPa`>!cI1ZC4k`m45jTFcOinePr`(5}hFP=r7gDjOx=B%l8l&QIBojuJ;|Z=QzT2j42QtQMRaXZ z$mBnB>X8F|?(w`HPKWdLwe&A0jyr)HX8HZp?Bpr~k*ET`yg(LI9JzGD6uns#?wsj` z{~Ic&oo+Y|>lbtyWlg(Z9VT}B!hLA&K-LnycAKcD%Q-EO{S+r00xSJ_8f=Bk~n;n_=wa+^EzQk`RZpBiW1e5N0XL#2Ow zmEklIi^;NS3a?|@*bhF5`3jv%85Yf`c(Eu{wP^fBIs@Nn^<}pQZ3h!R$E!RxyLn;l zMjHkh%#TyKMcAfQNnZEoaAS|LJV%r~PP5on3k~Hj{5~c0dL6TxHvwFGKE@}d8ny?P_@kHGVYOqGTUrFH7ah6Lh zQF*edN+TL2q^TVC%%h6xw~g_Ik`+*nM%lRh#(8zN*D1~Ea3~604nm_DA5&9OR-2uM z4}V(Ry!SxBjhuXPzAd!e?77-GR5_d~jsRlwnp^!57H8X1a6rDBq9ofx!0WSAfZNsR z{jb}2a2T|a_4a45M50_u7&P((RcW-*?<68wwl5;UDc1omokY!$&Rv%r2(doR`N>7O zLbsWg-C8v{7wTT>(pYRa{pAsYa~O?E;V^Ku^PFzdfOjE11#>)gL~1t>g-je?tI;=C zwNhQ|=%un@XCzUj1@Nf7H=%=Uv&o#JQfdw;*3533ea(utS-)yrx9IK>$lKO1kTzmJ zQfX0@vYL5N(aNRIMn?^k1=sKJrU81tfP>;nRE%8Ko&+nsaI3D=isnyoY z%hodZ74OHN5b%cQN*Bg@9v+{hWAuMX6*8>lc{e)&kqB{TJS@_TE+97#Kxy3n)y$mI zswU6r^a=3#4g^=pg#y7***~iu&NP2}xm&Sh_t#M6vxl>s^hY{ok9~iGyMSdv+Sr4$ z&sQ`Z|Dl$;q9`snoXJ?(bshtB8g4v-0|`DRn55xHd4?dHFClPG*^pR8=vFL}>KK*{ z5-C;&)ST3klZ0zKm$`$=S(1)4Di!hc2Gz=y2IXUI$DA+4LE8BZA+ z>?ZZ?!5I6B?LZ5ZuB_2FKAt>}TFQ8K8O+mxBu0C}rDp47E##&~+qIX%yGaRnu?0K6 zFifu6cC~{;P%#!Z?QR1sB->!si z_|>4xwlbymANT^kGr5*cd5ZKZ{A14hOg%o4Jhd8v13DQbMd=J#=t* z>;lQ<6C_iQt3h*%fc(}toX*J^{?0|eo9~X??klU){UL628mQn725l}<8|JragOz3v zLrM&UA;VH#*D!2PJ0?CKv(P*rYhvKlSV7p|>f-jX=uwl2T~8KgI!r84c9kYC6iPh z+d?!ClOQxU1XnEf}Z$e-zmqbZuPRYpNEst)E<#k%!hPS&f(6IEC~0`)p@l%iMt zk2qQ8+Mk!(5>3_Lnpq3wrjww--+f-JRQTRK?rgO3zaFjP&E#mQJeHj%&pZ!i>JMt( z&edufQbxSdy5pj88WMvI_P+LDgrib?O~J1w*q<#^3Hh2ddrX@^N9W`Fvc5V2g5^!N3lP&o7F7Lnf+jtrM*u=8cjhOSscI^u{0 zx=e->q|jDN1-o}BNBDk0Ri3TieuF<$2LGlidr!%`XjG0}X|APJ>y$#+9V~z?PD%hH z%QLl14LqbKP?~m}e->N+Y|ag#PppJ}3u5olHpG$q&J>{OdK1NV*U)`Cy|BPIg&sD* zPx9#Vbd%DiD73-!tRgJmMX;6-SM3P`_w-P167`PKTAePKWbw9mO^$|OcSl2w=G`s-M>}?- z`hB`PA8Suk9-l#&z5UCe@CO&p^xw`3of065k^Ivt`VY}%Lky@^yDOR1{1)Zk50FY! zq!`TUm=W_Y>!vLXNakQHk;M%8S9A}M?Aj*g+~t@?e8kjBsMzEMeaw@op%7>ixX`X(m@}Qk9jpk z^^^SpX8<)^n*dbGFg%+dQ<6aYW1@|QhfRLS1h_YHDReDN8uT2SZ+KUHpIL#fO83x- zf;1qU_qd2``v`Hoy7HOr;VNsQSLWafT|du*5EU8}G@3F51lP?m1!N^!ZRv2H6-Rx<*+J{W=S{u-^azbu(41!03(?W&1+&tsR2t6vl$q$>0H@oZ+=*D64z z_mlUIW!MNe(3)s=-2SqD52Peq^(PbTFy^ar#RJ#0OppR@L}g}WuBm4#@WxKvQ(2Vh zXo|!YCN+KY6=rPa^Iff%5u{falf2MmaDN|{DZ@4at&OFV-L$8ZK+W&(|d6egpVc{;uBdv3=u`-^CfL`-T&*%=DI0hf4w$#i zW_F56_|Wgk0wg6s(#I#(T8^I`ztDfm(|eBApOXrA!FX!v8cnK1zJaJI;g{XB`DAv| z1Vaf+jRU-}!C=K=I(@63tA1*jdAT>C3(X0pNIs<@ECA!9G}^JW?(>yErv8fYk@nZ!3B&$mT5S4CgJkr{ryW0{**UVFilpmSqNky` zg`}V&rQDIrT&Vm_iCaCs$nl%02ki#C+?eR0u*Q427YDt2;<34EvHWwYTQ6cN=&<-WjSrvx1P(Vy>3Qc=D0 zkta`P#zhmXj9S>Pz?8|NQ2aC>OSm!{l?F0M`Vv_t4XPwv&zG#tTeW@;umJVyNp9uw4ZcB;aBJj1%@p-TS)4wGe-{`*hHPU-NO-J6ClBg;(g zLrm>2j=7XIubBj%IOZ$S25!@X!plp}>-eL*McV!{15{C|M=n$In`dB;_lu58b-VT{ z%z${)$qc!iQtxDHeOXF5Y^o1)kNR!yBqDPVpG+5_(+SN*c9y14r@Mo1Ap+ZC9&GCf zLnMB{piv#)KGcj^lrIwv0j~u7SScHYuieR`QTc<{wN&k_5sT=aBMQT=vs14UdRODR z2FW)APKPW`%rv9h{25`X^WC3+U_6zR!Y@0gg?@t{unZ5X0zKc$2d^FtCiXSejyGw{ zK{nU%IGw&@zD$o%&AP2{$@O@B)P+^2!#Mw}?*6qoCQmX>cnf&fJCn_Zn4t4XnNk+k z@TcNjemB@46ld=0)YS7G9H9&B8cZcBa?(XjP?aZ9{X6D@c=hm%C6@*GQ&7ynvTF-jkcXf(pDcPnC1R-8ThsicbE_J15de=mwACg4l)H#C!XBmi zHU=4&0@n|iT1wyAHcA3!z&p2#t%(v#Q;oacjXv0pL22ZoNmAq;>3aubNdJo4F7Y$+ zAUIn*%!18T$mjVf?BA>Nth)0-egr;`8(ADiT?+n2m$;Ai8Z4Kf zHPPv0N|DF;q>wjE(l`9YKgfs1+A7_1r7>107i zj-K>{>L<=#vSDyp6CCSndH{+s1+XVw`E?#cSfbo*aP;b>HN08Ap7r;afeX^p7yGYhYRb-PaStgViYNZ3zD7H_NO1=J81a9 z#K%8znfoiLd?Z^MNhParN`|awj0GSMp;rnE2g2K$U}$F1jB)zn*1s!X+Nmz+0R`OY zbH*(3-*q-C`Pf;^3oc^?dd;r1lJE({>K`oHUQ>N(jS9Z16&fMBonHjW!PKz@Xf#&u zb5vCpW@(gl^isRDWIgcw8!D6@LQ(4OIfa#H~I%-H?kA19;BeXX7Rnb|b_DA%FZ z_>gmW=KH7+JiFS+Z|MT$zDHfiQPAbCq#{K0DOZBIr7cQc3u1X>8r$&cd_z-sDU0b( zvzz1L^FN=hsU*vdh2hTT=F5dSZ%8@sAX1;|Qefa$>xB~u`JA9l7T$LA z*KZ7^v?+wpZ#z%+Krqyn(X@PCf}HU`5i_Y@1rPn=)S#9p%7a7Q`8A8N)SW5*gH8hF zD2}C0dRfql-2Wvbzy3i+78`Gq@VEVSKzPMP+69?Ux2xRzG?S&z zYDzT&P0_$o7GPHU{mSofuT=E^2aRBky;gWA*dVBZz9n-%uzuSbiIb5lY9-6I>+p9k zCxY1#L&lv+6(Ht;M6HX$%QU;5hwAVha5d65bi;U`G{Z(qo2vlPpuVYn_H5U2ifAfF zll$|>)2od1xE!e%O&-X8ZX8G(FLGt|W&-#7%jE;TVNa<0r*4OojOphV^Q^7W1U1VQ zz+#C0^aE3aT3PkGVPh7O3rfB0^-FEu)`*^@ODeNYBSYd;MF|x^8=}d)`OX_0#L~4n zREX`Jbn9qeYa$3ev#~=+-F@hJU5=Gb)JPMX4FBZi)4dl^0N2{AGF=Ni3GDz98R2ZH zQmNkjmFYtDDr`JF4KCUsTNn0j`$~#QYfmTv?cSEw0FcXo9YDeQ-9L~tUOT+&e%S*l zx@N{IMHS4?Vj!LzLN~C&<48}dCD6y0B`+TmB56^bD1T#87e_zZ{^C_50@aEa2FUib zoXM3o&*BBTB_UJyde$waS_y#mFe&=*G^Q1%lvZaRB6@E_$Ij>~(t!7YT0hq9GM+Js zk*8YWlRh`W2Zwq$rn8Y>`&Sph=Y6nqE6YEaQ%g;$#bdI{V?j|V z{~LvNI#uVQ9?#!zNQE#O;WL1LF7N;aG}9CS3qEuu;~8K z4;;^+#WZR1RC?O9*&7}WB*PPP&Xnx~_}#to_}Ny9G(_2qkrsAYF&)X55SJRU*Eosk zRT(aqq++O4PL7~sz+Tg>DeXuRyJiU^DO+6Ih{}Lk^C4YB$OEpO0QGjYSVOc|XL;xo z9uvSI(zC*oXYHF4`7O2i5dyC+7olmyVND9X6(Dm(6>n2NMyM-pTKLVP$%} z+jE*{AnSxh__}{$r)qu@DLe15ueXUT@NGU;yxwUZ$uREzXZU;VYCvyhkcxRXPC1U( zfA2VHg3njp=Ir73a|lHx9$hr}*JF<2%a3nHeUZ8(g6<6B0!1^Pt8>{tdqrYLbjF-cI(lq7WxbHDgcV}FwZdc<#D^H<{YNz$<$p& zjT56Sk~1A@hTX;j35p`j@f2#&lmXB5NBTj$cXCH_53@4~C6{y3!4SJmHtp)8ob%Xg z1+sKLytdLUUfWdPah4+(H3^!{U1sgEV>lSN_!HSv)zWO#UH2E{wn z?kUCO3EqW!=>*P_1}f_$4hNlX9N`z$0H{09)m>A^CRTUT(tq-{rLJrJaCaMg(5r`b z(HH7B6seDkDiDtI4t@Q5X%!U)BNJf;dhm(07T0S5{JHz5(n&(EGc zj#^4$n`{Zxlde@E|DUKKZ-;{77l@ar?6QU<1=2;v5g%k|F(nhY8F~hAl9j^daoMKgB z>8>+d7SD5>%Dw8)e)12hQ2Du|)V31Lbke`|ZcPV#L4&*=l_l{R)t8bk7hP2}WEaC% z=9K$`ovABtx}JjAwHjy9oB$2hS!_EL@ky`i&WDF=zb|Fig2ad4e<4Z#!IaG6BPLV8 zc|&!Uej(6rv!43>_`B3m{?bG6TjF%;2%tIx=_)K5m@<;8Cq|1teU0V>l~9b961%&0CEHLCjsE zlBEPRGvtEX_237P(C@*9%U#GAmyJ!;&Jg>uVI+zyI+R|666{kP!F1vNEA~Lb>?^Ss zH(;VZ;#1n&bvddi(FjiQd)&e$wGn5XDbTe@t?g_TwuAg!ehDcaa_L8^t{E7MCJV{J zQk%Ae;o_Cy3>yt)ZGU}Kq)>MIBjlUKxoy!JNfH2!u=Y(1Z59WP<68s~cC@HHDaM%@ zC`{m9T@SgQbd%&eB0Yi6LSNP();xOzq8*Duz>lwIM7>y9O}9tm72ot>W)DsupR!NA zT;oSoNA=!pC??va#ly%)#t$b0!Hob2DLSOVXdY?1QtQ0}H7g}yG0tgGVhWl0ls@-Y zN9Ozvy{-XtGkC5SObaAfSuQ(4$rypEgQeFJm=NMPplU#Gf8-7ohY4BST{a7H`ohoe z!ff(EWX#HK`o0d!%mIj5j7@Il4F6Jr|KxHqCEUc80mE)Gg+M%eW^=9So@xSaBEv}^ zHZ2+I!eYkJ=PAzjd?ZI03&LZk-xK6)eG_E#G&jzZ3w8MkmtI2^i55A$1$_-bF#R7t zWT6uvf!RNnsMjp?jKh?PJoW9CXdR5h*OS3=flv>TV`=NZcH}K7jX`U(*oLbb*%g!U zx5e!%Q(KhGvFRjE{!7UmK4U<1bw2nEhZ|DD&mNdAr2b3iBp6OxtWf%r zKTSSE$RGpN_}8%$-)Du1;<7l6j|i8_6ip?A=fWw(kfbs)siKthxUT^tCBf#Mb`VVb=Fdz-2MM6d81-E6&=$X4tCggco53?eHK0XIic(`<=Fy|{H`)mr_)wsQh-+wFM*Bs z3q-`6vogG?g`LeU9z|dBslLReL*V-;##_Jn>E@W++%zgBu_=ypwxH2?u|-d7HvwYv z`OovqruPq8G4xCGBApA}SSh_FKzCCL~N*FeR&#cZO}eQ$TRPzv<_v>5%s*kH<9CU3#V zJI9+I1M^~k-2Y#!7co#%q4qM*Ncum&3Vd!0h%TL47SY@P&0!IMgdqhe{WA8yfa@CLUk)qt zxsvF=zKjO_m%~CirAC8)Q$^Ak@R`Q25hDivf?Cx0KJIoDUhEiA(uijI8$$BciKNNU zb*6!P5OXIc2SCg9q<)XBsLRaCLs7E;!@g{!ds{11e5sG_rURO3m{l<^hn4ao1 zLg`na5ZIGkDM~5I2ZtEhP6%rCe!BSCYVY_I|DOhS~~6AJK<%0v>7fl^((Gg~$bUZYCom|0kFi z0-;L)&d{HV-NgSAc-l7s59aKS&ItNHsk0>61`vDw{_%#7{a;-e|L|d4`2eShL@$Wp zzwMY$M9_7LG@RBe6m>Ss4w4%{DB@yQFL?{t9Y>keu=yh}TdGqB6c8YTUP*YVd&5cV z)D1oCfdUGL&7QZ5gvZ6OE@v+AZh)d-b?;F$GH{Oh{!j022(Qtg^`+g;kOnv8z^Q&~ z^g?^2w%4v7PhJE>@@Z{6OXA{;d{tvpSf!^}90TNXvQjgTEArZ>^B|d_hz;Pn#LAt> zY}&~rfN&oUu2V{g#zxq0zE2{aN?_I-z}0h(Y>QP|mn0GNW_T-LUc57U1BsQjy}Z7T zQ%$Rhvf{p!Tmc19sjYx60M+B-V7f^E7E%W`>cai((5s!=i(#$e3flm%kYl-*)i}oy7TsAEyBItNAQk^9Tfu(8T0+;sJDc# zQxf93k$FJhRbWTr(q<&&!24YfytT>NS_YG`)yWg=#bfb2(=q16pZHyeTK;cW+Dj4O z<}j#}hLk2qf>UCp)V~4qdF_Kk4IiG}-(5c}THS#qNdJVf-vhY5_b(F!%!L!-f6F{h zdI-*1VmX)4z@Vy*Q~;)dv= z4fS9kCQn|6>DEQ?DypcA5neG%JZ@70Rk|zUpvjX+i&tpV63{3FUeXR{2g2xajdwx| z*o+T2@VCD94$Pc)c@UG}VGqPjFTL_t>uGY>(pk4XNdxllmV>Ik`L8zpsD{&@!c-~ejznezz$2u(#RoLPz@bFlT1>}w1|hoB){@I zYjaxPYnjNVyqm8wjoG7Hr3%4~k;3fh7lH_c%AyhrD1CcFm@z5ncJXO<7~seI-~RGr z(Mx7Pj*w$F*f44#(Tl$?R(XV(%z^t$j~%c6Nsm#JjeAFQKwQkGROS=!l01?)3UVNW zI7;R1yh*sR@6~nn{W^A=PJK8e^8QlP7GN!+xyjGp$?CG=Y0QsDQ#4x|^Ar>^aLnss zl>e2*{pce*;a|2o_`}fabyJ=*4$5QuTTa1iIysxc5}t4#@luD+L+p=>x{3CPLT6B2 z*0;jax8|2(9{AiAp)bhdX1udydI{HroYDYAyzV1h_;NV9h$L?DckR={gj);w%cKLU znAj%*AUm@7RF*RgJtr409v_TTc!KMs8!C;5G7aYM>NCGAsbtZAPO6!rG{~=d9Z8w& zb(-2)!wI(hYf(6J0ZvyUst3e`S^+u!7#;HC5w=upihbdqa9CWc+l`vXz?j`-3vffw z|KHiLL?6SPZeTZkh=b_c9&7C;Y0Wwd^n5bh{Bvngwv)F-BE}(mkE$1&`zwIu^80h&27LKr`;JhT~ zYmz|VOx%>uXbLZLgX3;=4d9i(!cR%Q{(}d<2=Y2h*A{DB zb8dN!EV;2+Y_UKlPv}}=4@akqptr>(ZZ^7QDy{lS|4J%_FiQhVCOSLHd83l3IVB`~ zPU@t%&2NIl%k0*Xi5uzFN~J5e`kjKUJ2C~U#q=-!*h@zx8^#}oE8+FfVJ_~b)kOa& zjL|CsrmKb)1w08k#sy!KfmKU`%WLaWlZ##&F{KWr4`I%s`9)wwrSu0+nc?}q%oc~V zHap?>v^oc2<~a0r9axGBoL@g&Y!7E$zUfA~4nrQX>)^@6LJ956mX4EFXsbVCGablY zgueLrQp4u5u_a}`R2-yKoOEc77Zs2Ru3%!H@pChPuxd%SHoFWou|3GVApMAplwnnCxv1)$ zCZH0}q-UTRXZKm8;nn&N%l_=G>3xl!Pf4IA$xk2(f{#EXXs_g8GHQc^Js6BadM?HG-x}UeFT5HoF7aDR@jq{;_L#xae&j7}$5cR!FSgozQgVht42a*)F&0XhHww zxq??Ostw-8G4g`<>WNg7`{QcQ#v~OaY{)3A;zW%V=(_Pe;LIq)qnS3Sy{lsi^hYaxEUm_D6{fNm6U9Q%^ zG9HYgY$EBF%!w@qc&o*rFkrS0IjO4yn`NG50|D-Idab_;N9UC)Kb;Girw`51*NqyJ zrf@1|2KwD}qyZ&Y$V@Du>B0pH#AwS_Mu0j2{gChhQd! zJD@HoH2tK5)Ef7%Z)oSmZQ=M`-VKO5o(#2rIL&tG_>NBb4XkE*a}j`^qWPgnrW&{Mc&;X1@_m0%82Kds&W#|LcnA={H>)K9!)JnHyg`_a9`-fYpf$pW_N%3 zR}9SMGYG+DE=;Y1tu}>f)_!?pZl@PIU4zye*XgI^IWX(X5|4=6D~vh&7p)C$&-bpg zbszYloadBBOuznUD;cuYA1W5ymf!{A$x*;~8sgV9*A?|@yt=`wNpjYe>HBZHF2n?*Z7&`KzJP(&hrGv2s>arob=(U zuux?s4nQ~kj>ci_4$*(4z|ut8F$A7pMwb{xAFg&B2#iN=mHloarw1JTpzOh9njz>} z20Ar}o`juSn>Zu13n_>&y@hl3e`qZh zjgq#*?hq}&YnkhL*yW9CpjHh;Cvv5-mexTg1Odpz0^h?}!69@(U}48>kA?>pUwz!#dfrz^wkjkS@WAP*j}R}+v=KQOKb z8`@!m=s&HdJ?$5hk*=e zu$&fnnhAO=+?<_IfPCkw*2`Hp9*Ljik&1kcM+&Y$Pk}?wP7g(4q=P0FTH<>v%(EoP z%45q|t}9gG=WM#q6+x!GWEK`q$Ft%?YYf^4eA1FZPGHCT*a61pi$wH8O|-r1D~VK^ zKuT72hfUF!3jY&zO7dc|$LYS7v`5EvsQCQ|UzP_{C=G{aq&&91cjd9oL>w93K1S3G>Ss z*;1-F3SnlA(;ro<<=W3-f$*ecC{*ukTbtRI`t>i~{lF~J$OSDmhVrd1nF+2ih&O|= zkPu$9dQ`z`&Vc*rRGuk}-}`w&F*)EGU7F=PTxvj z#4xg7lJA>>JSb*54zscx4oPz#1it_9^I%~(*?W~!@moxNXY0Oan|K&Z=S?B}1YU4B ze;k@`yj~N(3e!GuQ*k^knmHm+M*p?rqwK(nOZp~oBZODzR69;Rez)E z_ptV6Wi1>T;acIbMN`wft7A>NN=D<|m_ZP|>V2hgjXyN*$3I%&_r`G|K);Iys0eQW zm5UV&TEwh(!#^h$C-}{~Y`HzHzB}AD(#WmB=KHnYVpy}}&VWu|yQ;hrxB(-ik^L-Y1zb<*+n>x(fMqbqM!DZPI1awr7W| zEoaJ%b7^kP)(QcOIBO*gvU2m&6)}r{1NT)2oyHGlN>;{>{*&*^khya8^`K(1<#=%c zO14}gXI83`yZ&pdrj%37h}HIF{Yg0^S#5447M-S2Wq$f6r);!#$-lt`C`^CPFKw+@ zjEdq-1Ydn~r3~q?R+dm$x~M(RCrw96PkqjK?ix^+Q6R?78MB32$jUD+M zpwGY2>-*AUOh?7wdqn`z9HI5PVm&E9u5jF-W(ftkPh~nWI61~R_z&CgA`@lWc&1pw zFIK~kd|0_f9|l4yMMdc4@pArZw3EGEi#^BNxI>X@>Xbx3vK+EJ%RxYra^b{{hdiU__n*_JLopiv$AB}Yu;6^mQAx?$xm0srchYk(d`Ex4yTgSO#7SX*^O8HgDz(El8ra+SkV)y@D8FpotujQEY^U}E zIDvxlA

XigMLw10*F|95n{Cl_5W4%710e5Ig`L+L_8ax<(BS^|jSH;kAhtGYR;& zC(0Ktln-m{q1~To@ZUt#uZ~(MXrl!E;(xiOZhxbH&5+UP|BC*#Yhk8~oX;S*LH*ZN zzBm6RqAQK2{rtW{nStkgWC=r=d6)p;ydrSoe=T;LO>}!8DRz`E6P~>!O@-KuTm;@5 z{jD(k|0d~XoaY{m^`S)op{uiRe^Y{iv%_n{8Vy+UfTSx{OMq*TQZ+(J>er|CReN`x z%E=9hd4dlWG0+!EB1Qx%tf^ks_jt(Ih@=hXaA~t>Y#RiOx%kdGZ=h+4GJrUDIza%V z{r4ZCKS0zE-TuhU&=@K(GReIBk|2u{V^P7IyyP zIAG2`w(AI4MKhg1c77wT`hT;7^|)w8=#pffhk|clC+s=fC#kAv_6y8Qb>}X1U z*E1oYz5yp%r$PQBM!n;0DWA^^Umt$O$jk#7BEM0P3{p3MKyyANUR3Hr#z+LN5*jXX z`%bG&+Ef%#i9XWMtCl+4<8>V0t~OjwWV^{EL>$`ig4N_)2FtRZnmzB8TJI_Yo^oPC zB17n{ZGhXKQd`ISO2=6nFCMjyaLG z3?pIJ1)8xeD6!Rmc;p<#*}*jZ{!&R(_F(L1Hlu#>;{}(iLb;Fut5X&luRZ_S$;0WgDcUSuN$H;+SHp?=yjdg!Fo#pC99N zwt#-#aXSXUw|({Jn8R!if2mzP-iY>Lihs21O;e4{10WT_4mq9GyXPLypRi7Tffw<&rQO zGF*lB+g>XouxPc_M^dwNt80&98GIQQ+=irz#SQ=?Ebm+R{;j()(?TS%BFo| z9WdZgK49?)4HMkwQDY&!-WkM)5z18N zB2K1Jd9@kQ&H|?@;MN?D{m8Mi+)jTMPd1~}>!7IKO>jApi+nI0PPF`mU8db4jf~q; zRV<_wh=ph^1fj5LFE@^isrg-N@)53-O~#Ewe*AVcs!Z6=Rn#ma--`$8|q!_ z2BK1)v>1>d&BbFC*xWQt^D^;;ekuBN{uK-8_Y1-0V)8l<;?mem3k5|ZK)`Dua3tAk zqc&Ll?oI=7^zZLE@+AnlY}Z@)Ttq$1J`Kre) z4vss+d2R#Uu*W`Fv=}vJ(=+*pL-USPGEyOcPMDcF&{-+QI_vfDHXUFd?8-3IQ+Wn3 z1l(WoO5iYg%#pT76Cwr!&Kuk=sY~>ll5UPy<-?LVvQ}?TGJw)LG;j=+Ou~3|Kj!|? z{pD1x*ZaaJ2vw^|k@mZ3F1|PVBbp7Kw8mE#O2?mb^9F*fCcj;Kwq{{i48+q~W0O|H zcL4kR`&UQv?3^*VQYj$=o+=A?WyT=yeY;lzehcvSNMek5IEkp4;r#7Svw^97)kW{? zgAcckZ4=HV+O2`AG)o>=2cqz|&m$)D1dszoF)Fd!$6C~;V(2cI0|JuJ8#}*5+-Eq* z{!C1%Zj-pBT1mPiE>k)07XZfX)qa&ODMnj`Xu0!Rs)f+2qHJh1Id3~;2}lLG83 z&pzG544&Kuro4$IlIy{Q~#8C_#s}tAZcJ!1BzIh$#1j}*S&IIC< zNQOy-6DeX6qyRpJ(0r9~4s;<3%O088SMv6?-w6bc&y5fox5}-nMPLB|@f6m-xET?J zSk7izX;h7+ws@q_aSgb9+*T$))Q3v=jV*&qFFyE_?h8#XM0Bk3+h|B!5%%O#yaT;C zu82k#+_m}7%Ck92bsRbs8u{TQ4ih+!LJZ$XxOoe$+2D%ZJ3d~>{!$cxlRG;>;Mn(c zdtP%c0r*ub{7uThzK8j0tBWdClbCiM{>WJ2 zZAZ`31-c?Ehf^8E>n|OmD6&X_1|FA}d*g=g_Xkw$?4Jo9$IOA$G!Q_>#%mKrY{^ky z8;PZ*gq$uU#xrTHmy?d|#WJgXJ3X|JE~q%%UDl?ix%KPnc^5#oW`NMnhPuOE>QFR> z_1=a^PTIFt{7*~78oOoz-gjo1*tK0EcaPT%uEcwpR^uY-~0;QCd zc(8v}$|pi}3zGZL-Q0}R$zdMphkYcZqbWW#Rqz2PkXW#SY29dtLv!Eca*T9%<|CSP z0u{gKql9%f=fgjwV1=_{fIPIEUXyo9M9!efmOdA_IfcjZTcSm4dTTVDxF)8}h3TsR zrRhMo8nVn}S=;l7jWR;1h%XMp0+l5=q3R{z8{Ttbu6FbdJ>N09^Txn$?wBZ8Y9;G& zyD3iK0Ej0jVLV{siK|Wn4ky!x>wg5Az@7;8X6#s*3Ils+yc(-}%n{UqL4vrqklmqq z;d7Z_sg$V(;j3k_!6O29A9QMzLg%7EO~TBGQYVxdiqH1gF&N5;E6hL)%*EUN_F%;F zokVJLbFPnT(U-a6p=RJ+pJS#(K4xbKfqNn2T|=d;g>*beL1j3sdY!)m>7M%*4MHF; z_-sWwo`JSQOa;?Ns$Kh1t#0J%{TW6kwzVE79jT=SX9l%^~RNOi_k+P%9V>Y~@rZaD@s}hNV;R zo%MvLweQN4@PG1IZs-_Fnd>=f=c@3MB;l7yzs&7Ih52260!u!$)7CQb+={q0be;|)yw5A}hCMO;({z90 zp8bi9g-f60eKAH=uKe4nH2x;%q^h3H+PC5k3H;$E@Y|fe z_@aHd-zvsK9(=X6ziM?~!6k@>Fk7P0FZ`{>Vmh6ASZl(1J46*IDzI3} zH%N#4^gx{XnXaI45|Ca^X$*#Tks$l2v_r)2JhZnnZrH2QVfZ^TaFK$=ZGdB;(Tlf4 zyY^jV^5DxeJc2G!l7L&$w)goe@=7V`F1;$vXhOzZ0O6kQd&bd5Iqq)^AgLHI0@jZ8 zSVcutP9-5uVfa9ePq9*HC-TPB{^V0DgVqi`piMjVIkWw;MCJ6$1acrpf^WsKD^P*$ zh#V!VwyhHZpO@bPDkoxg37t&bJZt#4o3z7R)!jUjb9@43AssX;4UTHZ-y(l5hgYjE zRW2pa2_e2Ln!PU690vNzeMZATLny8JXg4n$`LP%(joyWX<-N)jXR>$UDBzM!bkEhj zZPEuIE~@jmoTx;tFDbcMN5FwAYC#b9UF&OJjP~ z%JSWm_Yox&rzyes<*@|FJJ6j(f!)opNSHPsJr29I(QO0}T!3}Ux+~t@HZG0!kn38~ zrDpDNiJHeR^$~cEn>#%mOCw!V)6vu{VD(`))Y~nSkiY6HtQrtqGL1>JJLDf!b$zTL z(DEQ?`t33N>t`AUubUlsEz++#WF*q7uL^Wns($O=wK{;8k!uu%D{nql>?2vewG_8- zdkT7fp0@qDT)QLeseskpc)B;g%Sq+cXYzKNx_~xid*e+FbT}6!V)d|eD=V~sTRtpb z*WNCSAiz(r5>}pa#0eoe(_%Ln`IaOt;n}=>Iw0S5MG6y8l@WdLW6COBm+uF>AicAWq<# z?orHJIK0s8T%ew~ygZ8AgDGHrcD7l?3iPyEVfiJ~s9-O*(SD)Yq92I40S8<8;prIRSa7Q`&LsAMDC^J|Ry+wa=*_~lczV+VN! zbFK%5n9o-6s3lEwfjoOw({^WbR8sye{-g?0mrIk+i08~VGd~-eGSBlZXqDZt&}y)qc^1DKP%>7Y>oM#=oR9A8HOtMS7IOA%{q0y)jwPNIjxW%n z18a(1JUY?abjbfKlL^3jWZNn+$^6_ICRfKf9+r<07icbkKA9~m`l3uo{AOE+0ja>l z;?EfQmoh(8s?Uk>XQbrIO-{}^ynZ0r06@N;`elRz<^x05d(0Fo1~gw{Z@B0I+t?~r zDF|360$wmvyrf@BOo(^v+jsTf%P52$OmpvGp1Re0h?)m~ltI&;pDEMr;8pX_1GT}* zFt418oCFEIwtDT6QeAaSlP06zqmW7iMWCEKh(Yf-p*!6^*Slo2Tc%^#?6iA%EvH08 zkqCG{>~sXYk7aXP(@FMUFu(iMrkeB`F)b$_4-RuLR%eA_h2ufZJ~JCHZW3HupvT@r z>=}<{7!>~6JDkIa&m&k{{-H@@e-%MHp!SXsdk8trUe+$P8Pb9V< z<#%hH(a5spOYt?_sT!XQWGK&=#8vK7#EVpVyWSw*&MMok35N*t+q%_{bk5TRdR8U4 zYl6D8x7MbYT1BF1$o0>B_Pj6uCYWU$MhB6Nso?$0b->YL1-H@PaA@--s%ZO+ibK;QA3%d!md=sv3AA zuu^ujQepRq?cf70N6w`OzjU!m>`I4a#Bj|qVr5Joui3&bq!1pwQUmcKn_D=Pm-rlU zd2uKZ%@a{cgA;6Ty@*m18qsqMPbWO6a-_4DuaONY(NS#-iPX(_r0efrLn41WP7!C~ zAgRF}$hl=KqrZ*d9sX{51?%S^;_pjFhJXP2$A?cwV1Gs$UWx!3LtHQzT384T?Oz`# z=s*+-pQaKM?2-TZZ~y1NAb>i2eG#xapfbOZ|LZdUy4n};r}Xdn?97`u|GLWmT+<&K z8lA=;`cr`j8UihF@ah9Yc453bEHn(XhAA8tIyJc?i9zlHUj9%6v{;~2;LdMCt>v$e z@5zA&WG4tF;eP>U4^;d}E(m=*$S%qUc0z2sDC9^k_(mgL%dtE}3dO(Dc!n^E@Zb1R z)W6X3e&nHo0FOxs3KWs{B${!}f;L3S1Pm3$%F^KP!QT>mV2YLR_G!U5KL(Y}$Qh3j zK*B;o)l$MxpF`?HeT&%>$S?0eY`Y|aK}@JZJ4?oWe62!eBMk^xByHM8Q2#lAf4|Ed zIT=W7&VZTme-9K%1Tav*McAPJb6|lXAv;1t^P@N_Pl$*8uQ3NhM@R^Pks{JW@c-kN z^pDX+b4I9VQ25R3lFDg)o(H7#&?bO(hPO>Ci{|&hA%E4Tqs-0@^}9I$$(kg6UEBq> z>o>h#Heg4`eO{k;9r$-ZJMKW2lhj{YrQ3X0&ZGDW#CG>~mpz6)2T3k8s|JKves>yz zp?f>*vA8q?D7brn`eR6ZBb^k{?3lqX&$oIHkGA)t1h+}py)8g%=-cH+$l^}ZH6Z&2 zHeg?9gJ0aweA`7eFh(?ZZ4*b8y_?=C5OKSQUSQKnFV|d?^%Q6DD;eYbZq4 zQ4OiU>_M@l@$KGuOmA)FBA+d{8k+0^05JIDdpVl21c#c=ySO;oig(E z2Ag|UB$-Y|G+#2s3WpB^k+g(4qra%oUdw@_`3B-CQGITnDrfgj1z(>;-7av-2b1v= zml@Whh0b@=f(z86IynH{Q9AmaefgVhpU0cY3+y88Qu_RDZJRzAWTT-yv0EFREGP5H zg=2m@`0(1kd3US0**ouRXm-vmQBEGy>pN(o=%qjIpxw$mUR!vk%Z)g%Z@7f2tQdrr||jpgp*+7e3nV}_m!Y1H#^5zXr51#BjWyK zDo2z7WVt5*V$J8kfL<`^s`fzv)HOHm?R4L%v9R9u17M4xf1xBxC^45`#4J-vmewrO zKbG@=A?0cF@;lLKeMoBa()u(tR#0!{J2*`uw8kaP8%t1^uhILSuSBmZ@hpZo&p8(&FTPT<@K=a_Tb68 zU#XNG!ozGan}Nyi^$=Se2jdvbIWFGnFJ?B%e7cmP&-D9)DN~bqh9A9J*+i!pbbK5j zD>*CzaDAh4n_k6WmSj0_-_7Q$B#egP?e_wkF(vI@Y_nOsH8#(v+Ne9O7qR9K9J|3yA-Mom z`^r~5JT2ekO}&(>Gi3>b$+lwh*NYM3nTr1!e=lW6+ZvSdY!0SyR zNH{hkTVY|QzJ=F;re5Vte0?+?7v~B1dg&+2jbj7TmK1nMsa#9I{Y>ex);eE$TYBjp zC_7Xh!b=<99#p$?nXlA~N;^dWV4pm#W_5nx;q58>ndC>@_i|P*z^nn0JzIwda>j?& zX&=$yQKDHD?|ywG4rBxJw1MV1`2hE7`%4^>>wsWX8pX^{u`C866V1$lVZcgTIZe0J zqo5upRt_0UrRYm8XNgv2(AVWcY^3jjeh+Q>>tB;N+>pY6)_!2sn?uTJm2H0zgbGrw z_&RN&$zsb1hz(&lK5cf z!gHIhXnSWUS^jc|IX!VQZ|s+1Ysh?x%@jnOHMu1=`!3JnJqS2wA&$r8u*3TY(5qsy zZq_z&Pz-R~=IPIiS!$#s@WR>RDekd6Ds&6g2K?KjX%UIGcbkU}cDot?N8TPxPB`rP z+R-`R0AYW2+d|kSOc%`-c9q(O%zi**e|zwGNx zKUmE9daKucdr>J>8IDze2EDYie?FM1RxLsO<(oJ9dwBK=mjQiPvpV}J=x0H&C6UEk zx&XIk(al12jp`(w<>;OwWxYo6G{}PSOOa;KMsI|Km`tn*^+IZm#4Q&?c)4nOHHyL4 z)3Ubn-b8Pp6f*jvu;zX;yyU9Dos9D}_d`cZCysdjq`di8Fk;9VtH?5&^obSOrD%_&l~(u0}3yoJ+4(PEGF8H7fgnBwYL%noCMwJ zB|5Ylljoy6@|*jPD|HbOgF0Q$=P^Y;h=9u*RAVu}(PCe$-jH-(Q6`<>ewy?fffrmo z==SYuKTOVOB=$%8(?76(I!kXauZxYykOg4iCI-J8RgH$SrN-K6rnhedb6^9x_kl?A z7JJOS4x6RwM7XO{neLz1IsUL0lK@XQYr&us0?y3MF!UiwZ`O02+?}t&6ynd}c+F>L z1sq%j)2+TJ2*mT#8rR;B3F%xV*=K+|V~bAwvEcT}c|KY_)v{?b8>iqXf34HT(fc3p zEGHJ%gp&_+9uA!eSxj*V#SNdkIUlTB2yXtX3t*ywQb&mZq|VyzDxlc0+|^1b`xi?C z47h6Eezg^f9(Ex7f_MZ3-2)nk6dF(}QQt9sQ z?r!N$rMtW1{qd~zk9WPh-_Ez?fxy9>gUOgmE{VA zKi-}NQB=R7b9OW!Fi zU||V$!~ejy7S%Yw;Oa?!P2>Y^+r@#5Q|~|$+TZxY5tb6vROn#Oq|qVJE~ z5Ed)Cn$N2h5{m`*m|}$LJ*)-DB(NZ%Dt4^iOuSb~E6VnhQK|E|dq6+T+};*kC^*1>EG-G)*JcM3bk+gi%t#GfP> zzc9SUw@WIvdlW6O6IQ!IJ3k|hPJgd^!t9^GDW0eH(8UFa-^})h>u@diTlw6Qzt~Um zen17GuOSShcKj=|_xOxOKI@Zr$?xzok!4^l{o@_Z|2Vt-i6`4@vVZdOU|x1Gj&Ub5 zoG+t9lWVN&M`Se2hMld&;V+;|^4jqf`n zxCpQ@?RknB!U}n`NPAA6Kipt=R3SjK(|V+G6O();BW9U22qNZhIbl|tG!lmjHokvc zkCX{H->*NLwWm}qup_AQMHzkMk_hW5+{;(Z#E+(xOA_}`3}Z4J_{|qLk1e&uNc>V= zC1r5tr?h264I{tdNOJYy>i7{5J5#T84^YDL%VE$GrA1N6A7g5Nj>hmqq|JNs5!j<783WmA6O9WP#5G=FRr@kw&pNKV$SwVfa zs6zZVfAok3sjlo1>wGMN=!LeI<9ZmkZ}WNE84{=Gbwq#SaLf zEL9gy%b|)nT%*4;1Gh`L+4EegslU~THhG-QQyRv5y>iqtPJLj1Xu}`><&hamyJ-Wu z%1|dCFZO0a-2|n);{B^TBtPiIv)*o+4(FtYZqGHAB3lqkIa+9>1KpWTP2R7OxswiL z*jfxYcv2{%@u>WLglrlck?(?dv~E&ydZFF#Q$OY+qAwx28fZJNvyVj6hm-$_FNt@^ z^a*$qMRvn2=p&=zW`6&bZYYi`z9&4jtL63#hxXfRs$erE&w0~{F}3OT_b658lt@VUbdEPjtupRId1LbXH_638;nY=0Yx&W zbCk(cfuK}EZPr46bFp21#AKbEaLd!li&0_~1|Oj^@wRID8DDa(CLtezkHR3ewjl(m zHSXneYJH;rPipPuRHbA-PcstuasNQ)a62l0Le<&V)+v0ZP(9e;v1;Hucum0>cg`0^ zr)-`^psB+}yhFmE99&526j_j;3w7Sl)41ym!|M)`t3zCKSFIUTwgZadGD5%LV#GuN zxeO=k%hVRP4dkPI9+PtwhciLXvT!E1vK4xGW$X_+39D4WP(^Qk{-H%`@wEa=AY1es za`Ydy-YL@z*l6Q07*u&4%-aJ<@ZE=e2;7VsK^+t6r$3m?$-L@pE|>e-30&p~y|A?E zb=uj5OhzgDnn#V|jQJ#mlA1MS5lH#Bz6IB=ApJCCP&Ym6yT zT3sL+VGfwE>x1>!)J9!tRiMNIEk*ZQ@2@(mhXwKUax zh!YviEGv28g)z48kd`Zj_ zmugw2>(=@W?@SOfim;*?Xs8V=-{b@qDIato&Q_#|BYxL1#~h|Jma^rs(XjT!+!gI6 za&iazaN-5DC(0!n8_RCy8;~z;p`LJw0??iY`)?!ff?=Xq#VmYWVOFsOAa8|6nJ<6$ z1h+=%BCtf$s`~hc0{#K-MQh9EL2@AL?5yH@xr#4-=G-fbFx09{R`t>*fv^xLBjQ7x zpNA|U0|;Km^8O4%`oSg4hO@(yW|pjuy*rFBIL4#(J6NyjD!~>Gyc@ql*-{94_1hfV zc9(}`eTl_VT)*FQ=psRnGpRs8|M^uw_#rV_$wH)!=+MB*llmcMtgu*@0*&eiUZW(Z z1O#^=&mmZd#HKibHQyq6UgOom^ol3l__sbu5AnFcBt~-Ph&q*uZ_D)^oKmAK;RK9P zYE@>P`lMF$>J^`~(cG$5$&n4PZ9}i|2NmC9W9)z5uQs+U?$A|K?GB5gSN`>Ip-s8h z74>6nr}yBIKtVU3;&iDYnJsUY3}cmTx&#Fy%aKM9E)m6#g;Y!E=+ZB9k#BkqywKJQ z;m&}x>SVxltclZ1wJJ~!q|yYRLhmm2sHdDP%7aDHec&P9_ZRrr$1S_IQwYeOM(#N{rFH^?WArFrrMtY6B-gbqWY zc(B`Iy^vo~4L2hC%#3l%hAAZu2#f`7z4`O;t8+&VTS8f(!Ieca(uup!;g9EF8j?8b zb!9S}hxFgUG|FpTGajF_1gj$_h8tg!Q@5}RoF`jv^%8r~7P52AySb^x7Sq(nT)k?W&YAMMHJ%2@~&1=yY6~$-S^(F#3|%V#_79 zn>}VWTwk7Gm3=b$+M$tK^QDeVqs<0xFN0#Pvu~PJ%(SZlRjl=Z_YFaG^xhE$q@T-G zSxx@X3+hn8Z)MKqQSDN0^A8s0)qUs{*>&{tGCznB4Z>C~--y94sILVVUqE=~Xu26V z5|`8nZ#6y*bMA({xzbFsYV*)<*wEon(^Ijpz9h1%@k5G2tuy#LGhdO!nht9p=Z|FC zYCTK@-#cWc+R7@}k@UWRDPA>`^4C&wEvwdm%_XkAvLDi9p{5J%!l)AAz}ao>KWDIv zqGrB?GX&*%twcf1!p#H@M`(@qP6pI4Dy{@%IsE|7~Lxu zuQ<4UIl8wHICy9P8VlxY_y0S+{pX)FOsjpX65D>c{|SQsI~GO(>24X+M-Sxx$b)^n z&LH0fR(O;m6#k#@q6I-`2Mopy)qh0A5SU?d5*Yt8mCw@uk&OyqlnHq9WhKe z(bIuPas-h-H{7>m|3)f%4w87=Kn(xJ7ff3#7UG0x0Qnxh>C_QUgOqsoJ8&@levZSX z$&asp^S@FPXE$%~*f1%1JnH+P{`)BY>*;!z2@Ajl zm33;V{by9pLjm zph|l0?0(O(b%OuNZ*kg~^oOR=6eyE*?r1)9;>OJ|WK4{N5Oa?io@zlwkro0>W z;_Y_dz?z^1UVigi$p+gkw5{^4A*J@tz;M~v5?(V+G&>@9%jpaXkkR^AZ1zb3Sp>)t z10#zA71BCL&-K7gNda-Hf`4hD>=;%y1SW#n?tkLw%@2(m33m_SPrsJptkDMib6-Rk zPQ86-cLBgfPxcC(W{VFF{o`Ubli-kY9+%9$x7qQjQ{-k@MpP^z;C=6}C(jv28% zYeIjt!1WHquwj5B`ShhoBb4b|e~%lk6Q9%_IzgHl=jkz+1-M=qD|zVB`Mq5-W5F3j z%7qUK=ezwbO>`G&GE?-m7A58;rc_1bX`yz>0?)C9!?K->TCMH_U?V5DH+wEjx5w)h zs%&oL8|?4Us`qAp*KLYt9C-=aofU7iVX-UkmdCu7x189dtA9*hxZeTA0#!!s8VSsf zM4>jn>Z_DIWk&?l;`!{63IAMicZa_YuQ8k3{i2A+>@wD@K0~QFUxjw2UQ#d0hicT3 zMJ0{GfcD1f>;(o9@@wi({6(7Gsam`Z*5R7i)E&BUpgk`Q$bkJtCdP9}mVZG&i-{kb z;QTV z%>xyo#urwPV%3TbE)wjcN_8+xGA&?}&^X~kiM6B3*%CVgZXuwXxjP6u_;lmJhs)kb>`}e8QnXKr_-L_N;yF2wvwm6k z1lXr#zKn|b{)Sa{7uuOZ>rV8##Iz?|%em9&5RpDSDQ)%pTDhGHY!204Ye}1sL|QA z2t30U#OU>@jz^3xfi^9f_jOuEvI5Vr+u7C#v#sZ02fR4QNm3op;b~;Uc$`&TW}Ku` z8H1}?j9yzHiLZKPe!<`i(c&XRqyeV=bZg0dwzGZ z)#`+7=EohP4=KyH>+=Kt(b4Z6t4d3`jIr(Rb$VOjqWosXisZiHA#!`xr<2BRCS9NS zI~v-#y4*))ctcY8+)cg_gT%U&u8LWq2p@qy;=2l@NVPEx6g!K5j(D2`hlC{yMlf;h zAu5zkn?_&-K!W?8{WHap;M;c{F5eoL^?M3=x$K}j}| z^I4ce;#KZZtjg987)4rsAyjCHXW?{Fwia)r-1+txm2yea`a~L$`4=9F?e;px z^GP_7tw=e-S!_2C4(&sXLB~;$!=tR{s@iU1x}6K^Tw41I89_}n%Sc&G7scNsRF{HABzd6=j9w|r!tiHL__{9= zic%=h8je>`1lKi;Ws1s9ybI+hw)T~I>-S^*cLcznP4mliA%!yqdOD?d*1PA%CZl;s ztYC0IU82^WKn1Z(d)d#Ez}&mlq+{A%Nj2;<7`i|pEWS5WlCwKiAe;GaD8$~&2JE^h$zOlE&2eTfF%@XFG;UiyqST8S z`JL;*ORZV(R&frgFSe%w_iC#*y}Hx+g@-S~ z-Z)M$sL*(TL181WAZc1OOjtwk9YZNrg6DjBG@l}R7Z}hOIC4UetTfgCH8hYyx{?U7 zhnuMgCv*QOhJKJ+Q>;#vEnt|U?rJ*qCp<8mXbikbT~BK7lA;XACn^;i0SkN8VIXRi zd#`j$fFXJm?#tfr>=og_QII@eFS5>17z>h+kywEjbw9AZGJeTww+qNNEgZx9JS)7RC9TeUjHaeqz zPOe+&4b`S{K=ENTvgqic(}xoJxhSrjvOJKQ|aN8{3Mxpvs=xDr8 zBqO<^e;I-`$SU0(-To{M?PtPxYlM19m|1YV(QSpcohOdeor_wl3UaXE=~bB}`O8Q2 z22F3E*GtgXxIgRU6`k6b?vTx|jyX%wY0&d^*345ya-kF9UtYjKXO z<}}m_hF+tYXBK~J{+|d|DHhue4?ShFz(OJjkNI79$O)citF^Cxu&;QZH`H11=}MtO zVGgP6{bMijm#R;gnRV6m0XZ%={fa!wTK&lKtrmnhJ|tDfyI1DKxAMj^%S;F;(of#P z=M)rPU-XA+99x9MIqV4bEnm4Mw&6qbX>vJ!`wD>xDQ10^(66PNsmgr3My-8cC$Iup z>A>?*M8x5M=sERyfA-eVC^5t1y4-^9zw>8z2T=J6DHv|!m0$&V$Chd_F;8TbqbDoT zFlKuk~pa4_FN|xeSRFGm1+NiSU`bF@N3A#*tNIqsMH=$k^1G(Svoy+Pv zmD|A_Gt#gD$)EMT#b&ST(SIUjxu)xrs6@9m1Ws8SUt-_reA8HI7CBHP`rm*v(Z2v^ zTo~A|{RWAF@ z7tCE8migY^(O=uz+N&htqxcvxH&n$_R6#?oMS7nINVUqV(al* z4%5<~hF5&|%J4izBEER7L3c_mNL@4j>Rj=KEpQ)RM`ZH#C^D%xYiC;uSq9YF? zwIghQZX8-lNEh=oqVC#H}KbD=}=NuF9 z8&t^^SJ$^VJaB0=nE)zFN+b8@{p)@#%rH#A*`Iw;P>QXuG&sKa_yY_7 zCP_*_7Cv42XY<9?PHrl7@YKuU*S}hHLcRQjh&AzC!PZ8|KH#2V1kcAe2AYVt?GK3h zlK;t~ERVGQ=9|{0?5D(V>WOw(LYgk83&y@j!?^{sQb;63Srh_N;ZVWt7Tx82+A0Oj zTgb<^aK{#26+LFfz0x6d%6gy){8t)8S+7{Og;ok|Xn-}jt`r=pM79jis8t60f~fm@ z&1~8;EAE4|KcTi%2zJ+wzQ&+tZv`1vhB(Aws|PJ|nP0#PNjm#l1EUB-IPk?PivwE{ zuOr{X$sWZLJYu&s2U@+S!}By9YL`SY=fu^*U`hU-Kk7$_ zPOV(>Ntq!fTViVo3Hz2S>``18>77gClfmuYFe-ko5BG{qHWL0|UO%;W9OBt@RCH?z zuB^qDbb)LMt+z7_7{Pq|{rzyR+PB7Ht`8>?h_ms8elokSBTH#dmwB@y9*S+6#+GU@ zu9DkX*P*m?`IIN{k3s-)^UJ>!1qX{>L-e@9yBh&c^jM5Sl0b;J^^&B3H*pI zgP6DSik~W_@z_{tr(JS8npsxQg6ΜHVpF&#o`!4WF;k-Ctxr))6`7BgkRggVs$< zql|9|-$25$6(a(Q>uW^ou=u^9jU(yC%X9@Xx`l1PJeEV`eK^sob6}x57|`7i_-q0y z`m>=lQMOvOiEQL1T{MPOqUHj)%%R_2eceb+U6}0r_h=4#8Er#XF+vmL*a)tIa$^Fd z%OQ*ak50mt??L+PL;xe(zw-A5-`b3}L%BVU^{@Pitj)CjM)5md;|`9RR}5Ml;eRuk zT$*iN&+4E9JJH@NYGINvm)_*s(2eNW$aL8|x!CRh3GE5P6FJrb4hSc1%3m@mJfXBi z!ld-FZzbad>In}V>-aCX`t9K*g|MstQuss_PUm4mx>}>FNen{bUWqUcpuBdsoPs%# zgvasKQSvcG81zqAjtxx%HRHVssVRS*VKB)7MZ-#ifc;@yEluZe^=1#L_vu^SJ2NCb9M+xY1Y!n>&O(#S+Mc_9Nh1Hc) zjv0*4x5*BgREZZU|K5&4#s{a4+))5C@FFixcNa5Gvtcrp7B`wwE6KN}SoLF_*UsKc z{dy{;tPjty^}`}&l__4Fd4GwUi0#UDL zzpU@#2JIcHFLX?LJv{}|hz_}fSktXCJJp0G;o05^9JefTKwosQ@B`mS&`WN%XzCjZ zc6hpi=IUKD&%vAH3K1xFttMGMfjDCJuMwQVS@7NvZvoy7lOR{<5viuavKuj2?9_Mb z^$?wzlG4KISUt1(9`rY_z*?jB4{@=)7?x9WV3E$?IY0cjVq#q@8c>w{>pe#TBwl|W4`X1O|C=|4_jin z8@d%f_?1FA?pz4%cSo-_7;UrblJ;|G}xQiHVi6fhuY$z)8dGQwM;zXzAk>7 zw3Atn%W|XBgBbUR&5AH&K1g4}={0p7^TqB1-B2oXWVW*HjSzAwCN)X57A&!N0u$X( za;sN^T8F2L37b2{B}C|0@+1^2!7g+%XI< z|1yJ6d_NVIeZN5S;Wum`REwN}E~=NMU46=IVlq@t%+p}e_*t&^jBhxT2Z600YR|iO zERrW;-wm-rQgC~9&{<-#9R5M3r8BUiLiq|SNE+hHQHpd$|H=t<(&C4?TJ2;m?<(%j z%37`^5s#A)Rb=B~=V3o2-CI2i@ik=I8i!k(U!-Lwz0a#+4(0roI&Hd@`lr!Il9DY#3UAXiu|~7_Geinh=wa0g)^}$5DD0Gm#9?9c6Bm+kEUNJQsFxgH zJI1cfG-npNOjg>H(1j368ifF@993Jp`Oh)Y+iJ zoX<#7rZ72kIngMXDqsU9K#DM==#HFoHquRa^Jo^Wk%%79= zPWU+EOFxALrd9jC?v=0(BsK00`f0R&8x}@WcP!?7yG39h_`|)H({xuj%#D1TA2g-QxwRy|97H|!31$i>1X?9^;7LXVOv2E{C*d}gd5HJ z{y#|czrPob1jN%taQ{y@4Pk;IlZC_MqN4o2e#&!%OeWihj{)}w*L${{&vtF`^GpZI zbBa75$;FQrZ@X2F%)klo?B@@|o-^x0b+f0p&yV#mur0IKvr#)YOKb%V1j+w|)Sov0 zkbYdD_Z@VuOOy|U4Z=QC2z2%#_a&9}JLlI&6f?|56C}wX{dZ{X`#qpIu_>MYudDp&z5#Re&N#1|QWb@ceeirGT@ zf%Z!t359r69~CX%?KU}=^S(^S7?Jb%y<{>^`=Tu0_B@F9C~emJh`$8te>L1{tI+uL z7;r4BQk?l5(K4&WwaI~Tay+wj!M>mHa?N<9pgRm%=6t5eo zhmu$W=WC2NN;G3UIDfQ-^B-i?pKVS&@?Xl&vltu2%b!n{%>1;_YX0FZ(2 zQQz2?bT`iaWNu|6$1C53%8?&xUp$xF1aB+sRAT~YlnVu4(`#fY zo%N=2Gy_JnU%3pDExjdTJBj-BorZ5B>^9Jfvp8tvYvs zn_@=0MIQUs`HG0o^XgEu!zl-tB-EfaCiE&DQTRC;T*%0)m^?lcGKThAOfAVSMIwMw-@uZV>4pA!6TA8IsH}{Z) zyWa}A*7#?TgBPc1sc{OtmVG*f=JaN_^TnH0qQwnWt|JU~E2|<}vA0Y;q0Rx=y<<)D zYQmeGqZa`e<z~uabQ-v?58nPGuz;!3cKQL$jZtMF9DufU2Xke#^azU@N@>-V zAcj|DTnTEn!0>?d?dFn3E4aQr4rl|+O`c(RNz~iVy5c`cpzV*Q{ek!P z*zZrGdYLVe7(*r!^id=j?idODwM#aa9?G>^x=yVBSR;GOcF4C4{xe*uSXH9g#X&Ef z^uH3;KTZCPkIO5tN<{A^<9;4KUA#_(MX$9!GuWLd3~WRnF?j;{YK!sTm}lS)jrbmH z)f{I4#EGg{Z97vebh&?~SWOWAbW1OX*kH!NTy5f(wNS-1Lp?ACcLo%ikK}@Bhj?=1 z1Lw9GulLS=^}3wJZ5soh z%?%EPxb8YOAt}G#ef!_6t(}CbESKG(=vwdf7@&!12LoRT3*m57FdHD+aG{rUb78+ZxWC%@M@vy{{#P97C>aS|$<=iDPxx|zr)_cs4qONGKW2##JSJS>kN83C ze+q?CLIvhZTQUH_&U6IruXJXqCbuSvN+q2%TeMT6-iU*OpTgUJJa-4Y*C%alC?-Bu zP5{S$jOR9#Rk(~e&F)?eh?!7$L91a(OS{BA#2yTg0+6WC3KK%JcqQkYC$ z=`i7fLfA;9LPXaOqxJ3b$xPGN&+F_{a_s0;lWEvA$_l-g=2W#2w*shdCUfb6FzL?} zjUWG3S(6ti6u!&7fa8->LOQqKiwSijN>GB}fPn`UG!?HWm@#~6eRxE~rdIJfd$D~* zmn|M20hr7lA!OVQBe~4ECInQvIM2G6HbMk^Kfn`}Tlp}~k{OW*Y!ibZ4rTp4@rE!W z!qe*w?Z9$@GyzYKr#18fO=cal&D*48;G=h-OcF1*`hE&f*Bmg57z5ODT?0$Lg4|I` z7{xa+TPP_!N!M%8Seksf|5rl0us&e=*0c4HwCMGxgQvSCkBd<^U81000UxznH1HlZ zi^cWlFU~9ql&XXN-t;C3O+1|R5-Y??6YlJZV^f+;=7}bUVNGw|-&AgC4BDV_77S>X zm@2=Ayu_d<`Nly8(E<4Hnwe8y_DEFpj5Q}k(h6)kDg!sqTbX3O&MQVY7ws08--D8o zJ$!!XePao0l1eQ;OixM$zZ84~>OMj-YB)xBv;VgxqT`n6*(0D9M)bX{msl(ltXWbq zgv0w?F*yZ`@<9`k5^*F!rZ&J5$C*=mpb^ZH>)xgL<6Mj8n{1M+wJRgAX=9Xey4{yJ zlW4Qq*Pa4>+=I*Q5+#3#a2(Kp=E&FZR(23z|C$QR5npx(uqL$`Yjy7FcJ6P^qNo%^ z*X&H}$>XSiyS--w>_mL1v`CWu;bgsbI+ACJ=SWv9^0fZ4vs$-Sx8h`n-{`v>i~2OJ zD3^7HpXmGm4J<0&EMVr3KFOp!N?q(t=NuuR%g2O6Ii`$nP~$uQ@)}Kp59+d9!&^o~ zbjgtnRZA;#IB2qgh0T^u{Skh zK5pztab^GBObI8=y}v2|ijP?^@`ZR3NBK?FP*o=9CzFErAo>mYYffS1J!lFwBb~%y zT%8PNM|fM26jI`~mWWZcGi_PH(d6i82(LQXVeE)>hgFI`Ba- zFo@2_qAx2AoE`bUCNV}=?}EUTmeO%|p7$rW!siPfsEfm?j03AnT>pA6(9cquEY?q=!^KhZAR@a1ayLc_z2vs@~J!MO9> zQzb8A4=@l>#oMYUM|t9%;X(5$;(s_-Ao}oXIR8~EEQ~g{T_1_Gp5efp?bZab_!yVz zB>~Jx5}P^xB}@XdDZ=;uW5K z8lTE1A8{R*6EF5F6yx(5Jf_6__N?}KUzO-0RVD?{%B$!#4P$V5MjsmbPQ6n25dC;%=jbp6RPZF|5%IRl;a1}`qQ%h$|US)@O8 z=wW)vxceh-sK&LC=!^xfzOtoVUxd7s!b;;{xAaB#{^0wY7n9s8S5j;vg5P0~(m~(X z^}}MU{(zeZIDtDH396kB8+*g>9f7?PGPt@9xJU*|tspGUwl+)#EiaK3u&`y;(mp`+ zI0GRI;J=r}Ueb97nwJJ>F)owEymI4zv29gHBUGZ+;;6h_HW<^o`5m74;kSuH7lBu~ zpH8Hh$Z%&fQp_)zsP4?Tpdv91gxeo!3br~mQ~d-<_dKo+E*WJBypBY@Y$Sbe+Vf}m z1~COOZZzxFjU@!jGekH(G}`4esM2TvY}Wz0Q>gN-@@8%s^0;Q16=Sb1$+9ch3nTbs zs+ya*R5IvYf>P&r@aLCr%hy9;x8LA$aUwREZ{GCHV>Sk|3?aWzwTV)$1+S}ucSkpe z1Hv@MXazQnvqu`LRe)JB=|IJvVp8w8{=f~3uFfW%N}q9EA!!?bQQtENi&&RKiUxmZ z)afo(o|dFmzy5WIB!>*t7ML7fPJk=7Q0kR6?tjObf^G1E!T1`c((Kzp%XkI2)C4^`og13&p)8+;|{s)68``(M`(!wBqA7xe&Z#!_mOSPyU6(l^2@_t(e)3*>EJz zpkz3|ipJIpnbo1$)!}^|26!LiqgE>V?!vKIvvd0G@H>6D?Qm7-#bnWEz3NIKcePxL z^(}@JTMhU>OD^ZPG5p74i1B-yFLQwQqBcNMRnh9y!6Ca-f~e6ana?(Wn0odr@(FRV zy1U*mQHF7s)Hama{%MwGYLaGH>c=3u)_||U! zF>lXoyf09#%0%J;0d2FI-=<5pgC6JFZ99Q^D^oKSIa{Vg+h90d*lYq-AKAv zva+zH=0xQ95mz0tn_JL0L7S>ez)C+c!@=HXAoAxO`Dm*paluR(=2>hU_p#4Eas{+! zhPBdg25pVt@Gte036=j=>-y(IX>L56HZ^Xg$@ZO^?{;-LicI=oZS9dbG6a>^>^t#DZ>7H5&XZ+cJCsE1!VN zKlNvR$<{@3y4Y@uO~x-<;3QB#u&wD8hZNhE45H7w++QPghdn%MWOx|fnV~D2K6J5_ zt45*B%urhqmxw7&;#6)7L}y!2fB3CvQ*Exv-w(ov)Rl$25pFIn6B+e+mb2iSwtL?} zW3hwnJ>}9R``g7y{Wgs@vagF=O4<`K$b?zNBMaQRgzAk;U-3e)X>zPv6ZgvOhsF|^ zXI3QV$J{s+0@vjZ%>`8qeG*+sz3#s7j+^t1(7DpsTKxEa_lQ93Pk3Brx*qs*@FpzwrP5bN%Vr*~(E;m8nTK`OdiX=!=INspZ3L=%^j3c(@B(F8 zSXri;r~is+t0WDZ@3cQD@ShJ!Ik)oed}&{my!d#E3{!*Awm7Jzg=eN2 zbM}8b0Em3NCK`F1`<$}C8ufofi5Nl88Do%+gu;J(O2FwE0X=5RWFq>Hl#%2WCeQ=C zYLChJPihp1aUri(%tiHi08|NLMik|>U+s18LGJg*R!gWtnQ4pkM~Uk+o$X=D8CFCy z@(?F`O+)vkj1c(Q%N`IOm;2f~dvTXnhZq2+J)(sV^z;nUqaaVdS@u zd(Xjy3*%q;6h%l7Do*(PtpxuiQm`r!i=g2lBiW5a(;}jVVgFlg@$aMBf#&@IlM?iQNxEL%V>x7^1;lvHUoih|bR02}>Xk`K14IKbhibfk zhUWsq2~bOR&8FA(RUT_C`Ty42_8Rc6ocL7EI<3xv!W)@q8$)zS;sWwWTmW+1_$NP+ z{5bzn&Mn*t}qKeV3JU=Mkc#rQPCoqa|iNJb!b=>-%AlOT`e8hkyEr`75q1@4N{h@)kpx$L%O=F6-j$3lNAA(kl3)Ef$0Vf+(*&iLbvw z9++x3hT{T8kF(VTmwhqXmHZ9TXAw`AtOCR7-#WiSA%9;3 zq4kPJU3@a%XmNON9RZ!ORf;O-O8#UHoA1L(972d_L|O5bn{dKI^8Vy-^jZxc{ewL} zkEHNcCR~I+9b}4#Ge!a^sv4eqBOTS7vO%_Z7*T3bFjW){gr;O~yjyy+KajCq=N+(=~hcNhSTM|xN@z|p+ z1_6%GDLNy=; z4*x+=IH1BV8KA2aUt4V*ed-ahINn;iJ)3?vzz&yG^&Z=DL*>?KPBQ;v*A7q!%xf?ch_tbV*MJPS~^NDoa>@ zcl8M2hzTz=`HPq@-0^Kaz30M``SCAEHS=}hgMe$(nqI4^?iE;{ex_0Zc<5)dd7X4; zh@$IKE53KE!=d#Z2QR~%7;7(0uMH&>dk-EoXbKo7`!^HNNN*7jX ze&<_u#bWun?N&}`hKSV`87?f>=%S6-ss~BpTPcy8yHj8xekh{T=%Bq zU1vh_o9|!=$4oJ=dIvFTAox1sLKs%eaMMMaV!W<)*#H((@PR|hbFHPXvauhfowQ(M zsXZG0+jy0?RNHI}s z&B3f+fSF&EGQ=kPVV_?c+?7Ba@d1);pAAN72P z@Cd#-U}O{QBw+jU1O>bx5|F@Q_|{_ylIuSsoM3Lybc15Fc}~S*5XI15Ech}`@6$5M z=1|TYbM6=*sDD09n@6#ktKsuf3y5pin!scCrG}GyV=^xTY zv{x$bqkapu2*1Tu?rW0_^%~=WZW59k77Ni(e6}>=>Ed+H=$!O;urZIp^}j+`IBiSw z8nC8-U`o*+OCvUv$g224T~LUBtt(6lsL;ra)&v1?k^}l6M>!OGi*^)t0#V->C+YSJ zZqI<>e4bRH(zD7q8+%D$^pn?pPe|tf#zDX4RJJ$ijRA7+%~s_ld;mIn@-@?#MycdQS+@;bIs=1yc0MJN!U(u4W=?M=-sd9o7d8w@w|bx>Vzx82CCKQ zzbPbeYilpS21LZ^=7W#N|Ds^&W^mxlprFuxef}u;C9&8Q$9`U|c6hPTK=R-(F^Iu4 z@t6%Kx=!?ruYpg(>>46mzcM)cHk<@Q3xmUXmqmZ@XFD$1`1jJvY)p10@l{{UzTA{> zAgm?(a2La(e8P)?wVStBvt8gK(*saU^*F4zp9OzJWM>?Ld)&#qvAR#2lJS5ookOkN zwcvFrhl175Xs$7@e!nG*?hV3OYrSW&FMhWhIOuIx>%gsyoh<9%vNb%^q5mvdP`>}S zWZ^qjQu4vyO2lY-#fUojd2$xSW&%DSEQ2S!=jn0FT z#VDxj{0T!9*i>po>fuOI;Wj_e>*MS1)32?(dY0E{dZoo;B*6b@epIM2SDFWsFhPtj zU^j4!WkwQJbIW7gm=%dna~9s&Sq zUQl>(o$27}^8tDVMks*XM;87iHw4D|R#H{fsM2wyBX?%L0d=?8bnj6GsF&=`mVlSI z7(MT+?`@TcD$;lu*od%J$8Xd*y|yc5LPysnyY<`{86S zv8S0Gz1F>xokX{h&wQKxH@N2z5FiIcaO-$|os z2_44+XYKum>P-hdRX&BDkRB>?kEZ7Z?r&=w8~Pd(AzVd_xFbKkAM%S&RV9JpxB6%{ z9`HOy>-O)g*S8rr_-~|zq;jn|Jyx@HRkUqSp2O3rw-O0ocx7SS7+tS+rANMS0afn4 zD1w331Q6%!C~WY3`yBaBCi?~jM=k*jYX@?ORpPAtELT4w(G`~8ywUqydRvMF6IJU- z^bi@&CEH|IAJoIs?hgrReg}E`ti$?TTHxX61;Bm2!@sIPsiSM06Ow{seKGGoVp(5rx7P53tzwu)b@y`v3)IM$=aBDyH zFk1YnySJSkZI7ZeRl4n1NJO~YlaT$GfMg-_dN?HmtOZ%!lft2ctu&~^EfP3YQy&Q{ z;1IcfUxZ<0|Auj&yTSSlVJL+=6#*<;HSulA?oQ_C$!8<8nE92`?_!F9_b?g0AJRGo ztj3<64{t045-b)QMBxpFmo^78up-(m!nVDm84QGF}Fi%jdx zfFyM1i}zq8v1z6>F@NtDJnH2ek&h%3$yGfczk>hN6T6r|CvxibIq;S9qROCc2;VXS7S`H{?0MEsA24{zNv3DNwW&p-;o{_=3@h|Dm?x4ZW#GBD{?TpPI^FCFe?4-VtA>T4ZSw)mM{ zM>uVV>*r5(HVRmg23~NJ6#fb6p0A#TMeMm%nox8irVM8g?1=HevNXsjw!|nKw8bB$SWzq{oGx&5ao( zW?QkmOXe8UmCPv1?R~!jx^-nI7arQR*6Nb-mh00sCCxE#7ysU;U^-aoWJ;NJBQ3yd zUVm#lURxIB=ePpAfS{sLxa*)}(I(IAl)2iQuuH!9`kX<~AP9FbdkUH`6{flheW#MI zI0BF68b_|b&7LYjyp8!COElMx%$9qEiCaos_|#O^)vE-$34{l1ZMTe<;(Q4c@K}s~ z{^01gX7G3$h00~%NV$KF`11W=^>OP;U(3#MuE}cFZ_)m%q3F!~F7hRw+wE*$WR<*EQaF^>h>bfRiuwG^dC7Nl6j}3Jrnz^IkA}f!`Y5uRGq~r4}xj zUuZDo6un=5-mHE){%zt9{$ZmweSTS+Y4cu#A3-6@$?xo0Gu2kD{NaC2n%ew5XBc|m zrB<(5Yu=++Vl-)9g~Vxwq})aTUJ;Y>&0Dq^UI-rZX!9{`(%vx`4H4NmwRl=bb|RH% zOBMLLKeS@io^s?irR}5Zlt8h5-7Ch{@9r_BYMW+^If1ZDE=>YRbHS%KY>4>`_R&+POjet<1Ll0~ zv|BRj9#yX$z1OZ;ZHs%aY+52u5zG1b@gG(F{(YuAnojKXm)5ON(1lRbbg0qfVa|hA zoajL~OA*F)#j?7Te&X@zMkp#RpU~mxnS$7PWAg}8{NT8W`c$N(gKZ>bYzjJd)h=0V z9Jc9q=B(Lfj6?$HbE)MHJU-mB zTmJz5ZcNxHJ7N5|$abFymWP`TnTS)Evb?%(z4}N;y+CsJ&6SH5o`I=v9^>(Fda2*6 zeNzbgmoA+=c}nfCZ!pf|Kc7CW4m39E7sOQ~T;TYANk??(?S$WiwYTMJ{V1Z2lkfolS2W zzTvKW?^k2X#+#@=)_;cKxt{BG73uq^AHKlCiX50yoEZ-=ZfX2{H86Ji`Sbjwf_Cz#fw+esFBfZ z>CwQpwq8kD(1bIPPEDR1`i&boMp7j*R_K*p}%~IamHe9^DDFq|LQ&l z#$vuEQu185un4QFXQ*FJpGrF>+n}o*o9DWwqXkDIP9uB?Jp1+QABu^uE_rCii;9X; ziuvX$rEuT@G=d*7ChT*r z_N1aS!bRAg@vW(_yyU$b99t&$zB$dLy+W;%$vP`kta6oZ_Njiwq`aHM#w&9khD^^s zCuqsBV_&F`4>ok@h|>so43uZd3A32XdVZ~MU~+!c|7FgjBGtX+Fjv1-`^!Y-|CsOV z+UF)}dEaPza?WXc=+Jf^tXvNo_+2TCdi{rmoPzITmNoBfqa{i$7!E)jpFAKEN|~!xNvH+Sckc-Z#bY*h`S$f~^IXCNdA_-_bzN8AJciMG_Ux~bwFJSn7IyC%S9d?NVPdWD z5NsbIBT9s)V4bi%<6Bc*iR<+zB$dLJ*guI^i>4H_Gw?GCtt_?n+`luQ@#nHr|POOk*|361-fjopQvLse00>pIaIFGClq00=YwuVLy9uiMu)ZA9naBpW18hU zHR+D_v(W~cS)vEHv>DkLPrmla_dNKahY`+3>PhWFHt3N)a}xnsXSq2qJvl0w^PWUE zylr?TzU$LfgG^5XcS!w-n!;osOl~f@@`7g5+rk; v7NWc>AakB~Q<|2b;-b_KHm9wWL4p4Pk*=~6$;&-p00000NkvXXu0mjfk0;>j literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.png index 5a4ddb49ac6f05cff1e99287470eb82f1629c599..e3892b2437ec117db59987cb5fad781eee4b7377 100644 GIT binary patch literal 105734 zcmZ^K1z256&+f+Ei@Up1+$rvE#ogWAr9dg}Qrz8L3dJez?(Qyk_nhzE|3ByJg~hWM zGix$4N!BEJlO3TTCyoG%0}B8E5F{l&DFFcB$N&I{3^XLL#Suk*832GSw-6CgkQ5Oi zQgF00wXik;03;$3lc7|U7coL7Iu40*Lv%&#rnCXnxnXPR#ld8;3c~Q<7@xXzDZ`74xAl8MhugYIMn|>JJ8ti^_Rs82PueE<_t%`}2?0N8 zWCDo5k|2oUvq_^auJZ?eP%1bu0&u9nc!@yiDQL9?k>KD!!^a-Gmcz6GX?OEuMOLrR z=kK#S3mMiJ00pexp%ZI0ir&H4%Pex_J%GQZ;Fjlz6ZrH>Sal$>1+u{G%$BRI7D zd=dG3f!xu$C55ylOKJ&fmd;4jW{1aOApBnByA#h_lZk2g-X4=MWCZQaS3%w@@LbA6 z%>dLr%CO*Z=C6G50)3yq`Q6~v)pnrnaq^JHF%Mc7y5;1{iAhZ26MopGMsS2Qs{8WVpru;>0fy8lV~3W6&ut_2+1 zAkJGZG@C3d6PLP$1ImMI{~RIy!~lnt$T~&{3mTNY8jK&S769}2x zHp#>W*%8v&O_c&p+nrWTYz;H5&y5Ey-t%Qs#T`2X39~zWQ>qz}AG)c>Y=ibfRs+5( zm{I{i9-<_Cm@}%#mVim~A< z$+rV@Hn4oIEIN@0$i<;nfY`Cokp4mWP_*m(iWeVj&EDV#Dird)-{$^j*Vc!L>( zEB#T1{Q5N-c>?-2RUAw?)jw0kM2z&HZ@F$F zZpm$j+UGUPyHmHbuR)%Fk?+2~#Jxa&pm?EvL4L#bjU$p~BH~07hOzF26~;CY$o*m; z%_NmVHjEM-UfEA&h~vOl6SpADEAK7nO-W8(K)XwZ&hR5%i&B-^MdRrEO!bUe9Pd!V zj;It_ghaX|l*DR&TfUny%VO+_kQ~u|EJr-eWfhA!$A%<#I>FIlUiH!Ol6()5P6%w_dilX|Z!e;S@vii~$ zmB;T=s<(==>Z_$ol}`!?6{e*am5rZms+K$&)Q@0~7>?*}4R1-0?%DJal%t`e6LFr| zp4ceZ8rWXhAkx~{CM-Lrl%}pGrKXoEU8JmJ(!ZY;j!mys`e;2vsD6_wGF6~0*)QJa z#^HYBCdt&w^v#siAzd|JMQE*PMY;|5Wb63Qaq7wEx&5^C)bmt!lYV=SjSO!N`8g;P zvICM3AsXHYfdjh{m!Ct4*$`_N_aiPJ69sM?E+cCtYo|fr$K2HX^b=-mrV!av*_OiD z!ue5sRw&l2MS{8>h!hApxCgi+j1_ju)afy&vGlPp`UJW_I(ChE?e@l*CYkCL%SEfl z)!{XoKFh9IA1jYzz%jy{&YYc%jEx5SEIWtwP-ADKl?{*e`aXFOU)C?#1B;uWoB1rY zEa8dmEW(bA4mB?que|ox_AedJK07|&eM-Fv9*>?1pV*&co)@1hZjSE;AE2J>Zo9@N zjjOSuqb>o1{<9$apppUK0#pOO2FU~k3+eRO+Y4SaZa@)362HXWDIgC+uVOqgjZ#@_ zF4%1@TvT5iT@(RdxH1w?QtEHgr0FCApFG48MOVMF$6$!w_y6oC8(`nnxjCZyVq_# zSnFVrQ_YV%tedg=Ezci1pZ{CU0n{)1N^M)0v!Y$*k*|A0yO-BbYAKaeT9hyS5$Y*CWGA#b8X&C1=N~JqG~_>LcfK7#mLcrouGvMcE~w^c zR#)opKy?wO!4<%TgfwxqSeHJcypo;|zL6|{*AZR+viKuex?GAzsxzrpit*j}Re4ul zIbE6kKA9`wbTx3bciqvd?0GKKvE}OJ>YGi^@=~L66Q-SCm(gL2G`cJLN1g~CQJx=( zLW%foH*PkIw+)fnE_F+Ftu9RiXWv%|@2l_OPj45NmGU%|m9BTq)+XF6UoDr9;E!qU z4DNT&yjlfJ{mvQd^>B`7kED;f@HYsNIX1x~7OxkHw&6-nJ zG*WQV9JKobY-^^m-wa&rJE(1YS`HCg#I?vymwneQn@jw=%zZc3v(A=eFT1O^R;U!HA4n#IYP?hK zD)((e=M{!fmqP~Uo1KH-zMg-r7SrV)^1X7Y-=Kc9_`!N=7Cm8;m5p_ckLzA@@Z&(b zXJkk{#P8>8&2z)$v5}wW%OVE>2mh1UgXxjYAQel&>FCBG*T9eb`i1B|r!~CpmWcdCF%L?pSgTsjqbxLfUDHPh!Ofh!yh2+REbvSX6+y+7`dz<+#%)70E6WJ>0^L_b6AejISy=!L@E#ff z3W5p%1KxoEe*s|@0Pw%=0RRf%CjbBz7Ycv^exd^Z6mmfSZ!b7<4%q*_2a);xppdeN zq$KcD*~rnv#Ma5&&iN%yuND9R<+o7LaMqBO;Wo0fVK6YZGc;jvx3T{{1ixfvPV+}s%4SQ+db%@~=vxVRXZSQuGY=z&krJ9*eT8@SWk zI+6ZO5v>ojq<_@9|$O{wueQ!+ELG5zm3|5w-l8v1(=-13eV z!08NrGm)Q}m+`;a{_{L9<8KcCFOL5$&c9lL^5lo*W&D4-!4G?kV(bV22m&NO38}b) zoMb}je-OnSB<#4Cqsmnm@>DJbh5a6muTZXWsobrrkWd#(8Hi$=5TNc z|36&tAh5{p#D5qDfa#a?2My*#VFvvpRWUvABDw5u2M0!uTm97QLIaEb~;E&UH`k?58sN&Uus0AKOnfxCfBHNJuO)DUyapOz);C~YVwg49v9{i_e_=9`HDEMzk2mgP@ zq2vHINyu)9Kv4htx*!(>31me1GdDhe0&?_A>}1fNX6;S}KtOkXa+mqjZtPKja$*n` zM*72)L?C*gABY}MH<|w=sBTekD#2!G7`{J>-y6pG=2jwdJ0-;k)rn3kX0ZR~P(0=C z$zq+P1J0f#=p{ugu?XZ)9QhaHku06s{h#!Ub^GCN1Tz067>fYGI9OyvLT(}`#FO~Z zR2Ip%m&XE)U*F^Cwb_UA2c5}~5y9oM`RND05+)xUm~&P8eLY!o(W;sajH9%Bv!@~$ z`7fFVB1EgX2YLH87LDSkiNX-qOMT#W@>#sZUaq34-&VuJp@%Yg+ybu+g;6EsK#|El ziHc&&ruK@G-r$U<(G_LaJ*B`CG^tmI9Q!yK9M0A#)Mlhp68}qV0SeG$t$@t~lv973 zb&}oT#CQ_X$Y3SN0pfsa(rT}J+r?^wpic=@^juEl9e{F)`9xprC@*3q9QDn5*e?46 z$$!c#wj3OFHk>3Fs!jDe$Mg2+0|A*8>y>eYETEV1^I&t9gAQeZm-I&@P%d-w|9WEu zIgusUKtK!W1+Q})cZV}-krC-fSU$6W$aM7FMjhkKyD7Ew7~O-9F3DLyV+DZxTd!kf zz)@xW0qIaFje=fKLo<%NvbD(Fe~sk8|F?GJn}9~t!h)%3cPqK)F7T#s_yx2-zlDW9 zwtK+k3k7*jRr~rJUiRl%wBT#pGg0^-KXnIy1s?M*9Kma|+a(=NzsI=AlGG-CE8c!X zpy*8@`L7v*!2&*^5b2i;M55F5Yi8fC5t;@=t^2;Vuode~L?FF8qL)Qfb)g0DklClg z=zsjya6AWrPNcCZRA)-RrMeU)8Z)H4{vh9*i1p%>%lOar3tpi$@2FxK8paIuyn5w} zMdJubBaH>MwK~TmSiNeeiyK0t1cpHI1<+pfN1(+4j~~fw{$Hl%&5lT&Z8p!Y)SruE zfBl3exE4NGtTWqvxZI8-6-SgzW>^jJH(ucJeyGmkC^8;RA;un0s+F&?USt_k+^ zIP+5lHz)GG{6S?g*B-)VHOH%)D7rKlHk$khRhsIo;gQ?Ku>BJqYb)g2H_3mVxN))F zgco$HR<^fu<7P>7Z>BR*u8mkxt=uVOJ~bP zqSITl;XCf#tZ%|4$P2$tWD77(7mg*cS7=La_U4vk*)6upzCD^{?F=U>r?FX(d0g*E z9vp7VxLr&VOICqK@~$~$@OmiuzM0gjlqhK)%~YbBJ=GI{%s(=BtbxHGONomO^WCpl z1w-qjmm>GT5_qn{_XLUi$IfZiz5PqWHpMsMAfN}03}wXmDocCLgg!4poLL|^?C#^n zpuAw$nMzjBRwcmhjtoVhQJUPQeRSL##a=HqaA~*SBq>pEYQ#CBP2btoYIDup8B3o> zA?mgj^~sb{QrUl){viv1M87{>#$+?}4uMv4k43Hs$$>B+`ls9hFk~zN(sP%CRIZKI zi-8z$)0p~n%+#x$ug?%TfJ9o=1bA$gVl7|S678Z!*A%0#2YKz{UkPrt6R^-j@h)M4 z0HDh78?k3MhtqOPtY+g<&d&82JZ|Hcbv*m^biaOyXVlNFcZfcvq--nY=z|R6?$+%G zQC{^Vz#q$Ha+|m+&i94o{UBJjZ{u@4Ns;@~9E^XtCO6f{v>314`dN1()ofa5WEHk@b3O@n<@`PgL|eN?-%?q`w+i$X#wEp38M zwxiSoif2t~JRYZMd+J<=0$;AzCG?icBfr$xGUp6SyhEjwUyc2Xki+1+wNjqz?yzSe zx<26&ylj15bj%xfCTz9MGW(&u2+y?Uz|VI4%)u5S&gR1b#Dzp`R7f|R~bQK?Fu-X0|m zqAu~P0bo$k8z8qYkI9lsHHM<%3;xh~et3DkkY6ExygRO+ z(_Jw~2rb_CbQ>MeFSvOz=ok~8te~DZfbMuL%OTZZscO7Gu5)!g5g+9WQV46kPGGY4 zE-osXIxe7Q-tFxgMI~bIPl%^x*G&VPLZFY&hCyRqghz``w7N&Ho$uY^DCVv|y@1Fb zGm=DYvqfwRqw~i2^fRR0IxD$0no4&?b2nFI2(?spGZnVR>|B@iO0PppmGT*QdU8GY zxH2IamBEUZs+DX}x4|OQ9NdJ$YneT0V;-z%s%Y3B-B361TxS0={+UE?Ra-@6Fp{F8 z{dvE6ZF{>M8Dtu}e7W7kDNxO_`mlxk-yXq;&_>)xWc_d?%XbG^qXVD~BsupA1~*+V zYSi!nVaTOrO6h-sI=VgpSFco&EIj%U0JK~sroHIg!*J=%ekU027Mr>AU&eq_)Ex< z(8%B#Q0$W@fZ$`cYXJ~OtmgSjZB0D&$it(#vV45g**v*#Ca~xU;hqV1hvSJ-*YVqr52rb=H&K32-myAkV*8p#22``&xa@p zuJOtcK!ZbAW_$F`;AV?A>knCXV{!0<#d_E?YpYeGv6C27hoMo1kEdd!-*k>NehtFH z9M4s83_#wO{1SBb&b6>V(TF-^d*%tdr7dejnX6dNnZ`rJWt4I2Zb9wa9f}{6sp*!2 zE*`|mL`5#8RVmKd8U5BbgLa2Z1Q5jkhWUA}T(iM|Tia^QCWzbIG7&Z5 zdV~?{S%Om6a+LA6$|C$d-r+D9;!2eL)Pq8cTr7slO@9P${rHlqJXh&bAo!EX_T^Jv zCcq0)y*O9MoJyriOEh^oy@Zx#hh;=SI0bn$aXN-Q$@#@)_*|?GWSZk>rUac%@~1(H z?d5#^A&cn=XC9a0@o-wL$8}Qdl*sXSkGjIv@BIQ-eFw~9c{%PihNzmY^^$ru!Vm!i zgRL&d5HAMiQ>Xe=jy=6USZ?pvMV;qF$1}LVX(jp_WGJt?Es>q}$2g`x0oy9r$s;9< zQzgI)V4+Tflxb9YZso-P=`IU`T6`0175OEe3G=j^cXxyu;ITcnd65g|c=ahtMR6G{ zVwY(aWE}d#Rw}jHr;7${{kra-ykhe{ePi_?2wz5$g2teh1wC4}$(#vIqU1HbCxV`g z6#@dQ_`nwe{I74_io`qgKeKdB6U9OeBP>JrT)Ab_7MxV+c4(c77$@_3i0IMx=`+X@YLIlfad@L1c8g zU80YlmGIdRi8vS9HIp4?e7OJV6@Z{hNCLfkFpxxkPcp4j;!l#mSVcrDk(fNdP;;69 z1R4pbl%%36?y;rO5q{G3S{> zpr{)lG;RMmWk5egY%vaWqdm}{iRCMeh$WZChzJkQVGo4pvspm%pA%A1Nzgn)o5rX$ z9>TdZF$MXT$16d^1x*$K=)u4%W5wgFmS;I;346TW=LiI+gK?)WgIj2CArI&$@>eB| zAr!E+cEjVe@1~ng5%B8)uWF3NGBG6hm;XtI90SfmVUkyb)BUs%aS`>xPDjlT#?|xud zFX8b!j58cACaN8CcK&lomp!&D}mO3!(A^HHsB!Yz_ z9R2`15JjT_sYdGo%K884p8d7YU}2&>9;KKQO>&C8;6K>1zxhv80}j3MO(z7}`L_U& z&%lXJcCKkww1<>CN%(4q&hBH1qIzo+B*pyah2nBe2L2ra1@o8xb} zIWEVLQ~vYC`3>^~7?T1yT${TW@uwZ_q5^lc+lVhM_XkD|i2-3BW05hmf7?0Weg%ht zfRXU94Np?WAM_zE8pz_I&@@VtKP)Ig8b~%_*_Dp#4_qX}1!__p!bkZ}e^?OpZ>Wj7 z=~TnxK&-%A2vCr_L{9!@)pMhlaR~n6m{?-;$ z3H@JNKWgu~8bFk@d0klavA}?gWnc_28jKmr4GLqhBX)NMvi%dW{nd`-VuzPocRLV1 z!e`^v7ltIm{=GYRde*;BI0@*0iLM9XN}E**Vo4D>R>OXKYypSB^#{g|ms;o6U5vw( zg1Tl1m@mn6-&{|Zhf0)-UJLUmf!sd;4_w_(XSa)s!RL_*kxDdNwJTGvV!tjtR%zmbaPKliN`*mihM)qAj(%;$8z+)RI!Ywp5_#x2!z2x-}W4Vh+ifClOtCtfPt zU;GlJA*yy;*G;{izItO;r+-)r3HWmIq}u z8%xku@mJ?1AyETyu=~!c*y>FEcziEl@+%Nxs#etLaH^mTkJp_^?el$4{!mw1-%yvF ztJiO%w!wmi#p7B|r@^FGDEq99LI0Ub{j;LTQ|GVwgrk)fr>Skf_xNIbo}D(kuEgDU zhWKP%cS+sT>$HJvjOv{_vx%gP7RS_!OdeOrs6l^e;G5A~aA{=umo^0$lU4gXyLvoq zh86hsK`uEQkX-MLIgNK3Y>Tx#pS2aZW-d*2_8|nuguBqHRWe=TvRPBv9ZT#04TFtB z`6*EL1%d&A166_nppFNz;<8WM^887yE=NaIa^(-azt85+pk6A8kK11bzKy%BqSJ2c z`Ms)+XYw$#aZ@qvm6jz*K2>TP+=l#3mKYjzaDKI{NpF6#=02MUCqqkV&pDBuB@Px!4tJ;+ad`=XvFTZZx zov+JFB~TIT`P?S5m9GnCc^*-p+Gn7RR-OFH3j;#9vZ09BB)>{Axa_jtzXnYeNDWnH z@~B*I5T*+FWvP^D$r7bt@z|E%oXyh0msCrT#kN8_A31-SDbacUF7?{9Cs3l>(P})F zHVY%2&EMgHQLi#<=4T63G)F-QsIhd8WK-Gn$XPLSg{n@OY-Z)0SpbL6fb&rPL}DDd z^l-AC5B2&{xY2j6u^0-gv7!32>V0hfl5?-J0M;cERS?-Ez;yCnlEhcjUMkf)21n9w| z9O3bp6gqz)_P=sZDRz2u8NqFO;FEKe=V8j1N|^v5t(~z>JBh4zkBn;vN_G&hY+cLr z!SO`#O&Ow+Wp6K)gaja-t_w|J1@*lI7O~cN{Cj4k)ow)-)Cg;bm-G)Q^aATtmM6Rv z;!N8!vgsoE6S|E~lyUD^!V6_V=B5 zdE>_`bQZaykKHz3ml%N9P_(*5reD@muypFbrYm9w#(F`*xOFc9~}Q1y0}JRV%pee)0P${Vl-G{VoFFaoJ@e(P>TPkV_in8p}4;vvUL#U^?I5cv$r( z@1r@4AHq>6=!3)U=Z|0cjrL@=_ffDs&+aoVjfi_q>S?fGPZ&($uSbbuP| z_x9EX)}T@I-SJ{lh&8dt(=bi=v+cxM#}mrcxAv=HT8g7q7b}+-Q)P>}^3-xwoA8;l z-rO-|o^AUwJy2K~FQc~0>^5WdP|olh6!KT2 zUZLH9UI;AN=t(o_ACc%X?vKE%_#w;JSP%kf=i9`YlirpwW!C!<%_e(GC%TfC6{m?2 z9?Nv-G_X0<%Fm*PF@%`qzB{gyDi1f)@~gV0gv#j5^e}0nDSO66+&=Gp_Z00}l{>L= z?>)9thJ0q}>{*Ff!%4Je)-?K&WGlm}w7Usz>+bn+0uifw)JpyUXeNKBgQDPwulMVIdtpAU7nHFpHm*-MlA1tV`5Fl9)RkhZF)sl`!a8X+pa??0vRkhZ zAK&<8zF&UuN_0rX^gBD3iX zhF169&aMT~ZPw2`hjQ;PStodn_Lz)zLqNcwN{Q?B!0(%@`hFU1i$&+_b@^VE7xq+5 z&{mZePJJ-KEf5a5Qp%S=0a}-0OHy|+(r<%0+&%_d6KK03n7RsWG_NM3DcRn2a;k&C zX&ib)#O<4Krr>ubf5Bm#$zfK8GSmJTl8?5)&^91JJSVI2aamdX%VnRh5;t#^ zuIJ-!KCfut)qv-oyYJf>4z;-0!@>_5u+6==x-kW}Vw66b+E>22hi%hO2F<0MZ@2S$ zO48~g-IlOEx2wvMTo_a1uRg1-K+|%^WF@-)^IM+~wAE=46asrW?nhe^r@hf{6tZc* zGte2FojiUomtl$_?XP#s897h{&3ajiW#@JsuSu16le3rd6+A1f}{MA*I88&joaCaxrU161L#|puCah|u3nyEbi3k_*40-eUZQPE8GElEOY$*h zKf_V_Oxk@PbZwI}Y+_oU+9tr5{a52R2@&J@yzYM9(#RB7(U$6mgeYeFn4bB$aXSkZ z%A{IGm9)H8wG<`_)|r1(=K%=}QngYWak1gMLqcvkoK+v8Y=!;g*#Mgj48}bUe!7SC=(9&x)Du{Sm;jJBj>0?i{a>uQxRP4@MDd_E2y&nX( zxlJy%@6KtDUFW|0gPajzGjAD@;zjNrazm?$sn<&{g=8YgM6`Wo;9ACWfp^aKyZn)C zIrC5)rN#qp(?DwH2Zcz$biOY{Lqw;|u5{LR&R;t<}FV% z7nl~9BI)p{p@aI^AXm<9bnbbA!}Tn=s;9tC$ZzNEs%5a1*FS{z+g>||egDesYJx<- ziyHThwp}I{C-AG^v16$Ur`=ln9g|`c?yQz6?x^bXvmLeWOK*GqCq5X~-v>PkcsVoX z2lfwOHtxCxT%8J*k} zXJEUlvDbJy5%bg)l!KW+`61@b+HMARarV40>2dpn-oz==H%>!PY*dYXx%o-aw$5|L zfx^Gk^|+_~_}Wxb)0><2Ch+kyFh5NCC>vr!JNr`&=$}X3z5o+Nk~*i>H)o65^RMI7 zga>#_=bg{G`wjBSvI*WbS01~w>IF%@{)Vd2`+DxW0|!vFEBz4yBh4_|CJBUz8tFog zydu@D5dQ11e0>z!*EDPw;?@{ zG7bmdM}#J3_63!A^-esLr{?t1DJ6hl)&LY%(nzfUEpPK{4A0J2fp_QT8zrlzX6(%~ zz{%+>X+^_57}* z6?JS1q@6YTG&L~WdFCM0N0u_%T)(wcy7X*w7x8iYWpkwgBL^GF8E1SSqr%KazA$zc z=V7_*9%jj>@BbWILMd6V7Ai*pNjSCjiI}NW*0%Y$f@~E-FUHm8d`N=e3=W^Sq2TiR zu>Cc&H0tTa$)ZeHzMO|w7~v7z3Fu)Z&aYoo^@Kcj5SG;NNA+)f#>%XrNxdwACLT8?{@onrR6#hQMhL7$7tAkT`B%lv4covo$qCRu}B!=;fDm!JvW8>O{P|EZ=8ef}+_Imgx zKC0Bq4zFCc=CO}|im78$$z@K_{4B<cAVi=3@@WuwIU7D$7z&v4yocwtRsZClRl*9;OWM+dZDb;ihKPBsMA z%vCoG1$s0Q`aT5kH)SQxKef{!Q|Pbh65TJFWgoTv@H;x+l6wt=fOGzI%j2QCf7;38 zTV8ag|om{^-SB~G9J9y2~Zip%^#>Z>w^TK|G(Npj6{77n_!spe7IkW0|DcJHFuY#)${>h|t)FYV_Os^5ycGQaL^!-mH{Cj{oL4zDBxfWPYL zm@4{OuGOFgY5op5y}!cl`S#|O=3Nx}#$;o<5Js3*!cpgvrlZtqZ*iSpZdB|cf^}PR zCr(+`5ll?;^U>`R^{{f{c4iN?Z49kE=rO1iXVYx8$#Mo6gJIi|6$4mdLNh+V$EnqYY1{Yu4pQ` ztQ;6PXU`1dQjKp;b)wW2RZR0TPg)lg3nYvv;Oq*y`{30vvy#pBL_^vC zRB?IxBZ+sx+81R0@7Y)5JR;yuN9*bc{pUBjKVBbmm!^s}>k3hB!n8!pVGK$(0=PrI z=USq6)2k4_8{f8xHGC&Ld#irz>58l*nmixlFp0+bGQflB>a~W$yKwkUr_(wk6ECzP z5{6`Gq=whcx-%ibP)=kF`ar1(-Hie2>zs=sQ4Ih|VqR4eD4)QMq&=wp939&0t-?9V z5p)T6OruszrPMAwpU zclYAYn&Bm(!|t^f&z|e~WzyN1n^9EZz}6v-BpSRrMv396=P77R6?drrjO5Inf#{7f zO1tYhTO}`=uO=Ec7B@I;*;>*aXa7=W4KI%ay1BCVu(#0Zqx}}b7ZppNa;fbm;(9oxSp?(4u3KFM5b^$bu7-Z*^IaJ+cky~& z&+mCw!*So}{{C#)4E`$Z4 zp&>AEwpLTh_4W|=w-;%{HSP%vnQE|7H<~Z%L*S68TI&F}e3snptr&|h%^JN24FI~e zH<-0C>jc&W`ipqaK@OmpMDZb)<>~fJJqJ52)RJ@Ll%KDI?)XG2@x%apbM-OW9p|SSVELo#ip6cx<7F zimtrdIl30Bs-;;A($ggPzQ@kspg7Pyc>Lk|yeNbu>+csqXz0_;>?HuB_LyF}*Yx}YHT0;cIqy{y&%=UbVF@4_&e^1S5=Zg=t80m$sWWNmb93Ww?7-zm z$nH}I$|=zxH1SDr_k|%7RGxcw$Y+Iy@K{RycdU3uu(q)!KIBSDF)0+o2<{b z@?Z90lGz6x3pEw4<}M)HTI#hz0f9jU#SZw9RR{eYKdv_F1eG^;=O3--J@a zOOT^gzUZ&EHuS^|!1lGVX(yG_ATOLg-H{?_*ys@m z0gZ_{vJGaj^5In@v>!p*q(Y;HL}5nbO}%9ElZO7Qd=Z)8Fw}M!slaV9^7dYkzTug` z`vJ~)kzqk!J*0;AKx@u;>qcuRl?vz~5ZCQZ?zYdQ4A2<<&TNx8KjHas?Zpcu6HSrWYC%f|HGF{RIR zBKyKf*5J;l?ULiN?X;p8mRqWz({pXWo-s?t$ko$>v~wDIUzu&HMjm!2RXMXf_OSEF zgYO7(rXzhHcQIM3HyIIL)JkgT>T$&$H}#us!Yt8yPF0pAU2W{QH=lxb^O$?h{U%RJ zN;8ppNkb7`eEh6u&XF2YQE#xnuhX~GpMXIjB=}gGywPTYwhA?1m-n%Pi76RG5RAZ? zj;8dySi39P0T+wrnawzlqASCbE6oc!G`mOTkn@Z;(!hT+88mhFbX*W+c`6i-C1C!R zINJkh&M(qjt-mSU(12lN4Y!G{2LzG*iIA)8);V@$UxlVAn=EPjayEgf|1szOz!11c z+2g9HJ)NcE0OqLn_io>7x}K>rS!WA<&br>OYx9%F{cZaD3}16V*q8JNcflI$0MAs{ z`xD6#XcXN0Ka>)x`@rYhHJzxHnk8yi&Vj3IpU5oiJmHC0+=I#LMGglo{Mg-Vj+QCE z(yT~o6i=k^xk(^tq{lgU*{*99i@a||4+|-Wr~8;k#hl=TPz z7VZ9M)WTj4_q%`sISc#(t=Q5CZh31*1p7 z%4^d(Rn)gA>~~E$&Z5^=Gs}D=kmvojP}F?#NPh2QIS<=}UZqhJC^NMSEO?T^#d_Oh zVm)%}fJLh&5plp@BrI45Y4&^Na{iR#ab1dIJfJjVpW>9Edu~zAgOpB!^?JV#Oo`Au zXwIvu<{A9*Y1TEG^sHVd^wC)-1p1lH1W-sg<*xF&ikm$gj?tDP-PLKTW47y^9XD#| zdlU5x_V=q^*(zmw%rE8>*(%FGWGr|F3`|)A8w9fDkRemhvB@Ln`2`pWvRS_8&GO^; z&W$OiLo^o|xE+)fWwR)wFjX*#-<@2Q%iXr9MVCQ2BCm-oXw<~XeNhX$zvsJmW<57^ zzVW(0+U2mwVL`;nIiI2=V5J>0h!h%(;jnn$k&7REzwz39#MDh-?0Qn-UYQh@l+eW#5}4m3%XgUt!<;|^{U{veoV!h^7lz4O4}X#X?dGW=I0!e_X}oH% zfK<=WY{&ciYYCrqL7AZ4<2wa6bFv7tO)gJ7>m}0p+KSNpU-Ru#Xe;D1G)6!Tv5W3q zK7x7gh$z4uA5>J@6l6xI7X&ffo8yad<^;rIWvcVaGdnt#AWqXynMq{lv?NCSGR4?GfTH>k}$6fb`>smj8OLp!N(JoC%xRX-mpuK{bwW+5l{X7-nMJ6!8QTqlp~ zSsb*^)_K4)p-Qf#mk|G|OU1tYOzqQY(`xD5J*jizmvejsv?y!-615Iy6NvLvV8(4Y z{dJAavQEPfXW*Xb#8WxiDEjSEob`JMigkk1f;eHSg7x(9;I?p6211& z7w&h0`A26}J0EojDYxQkym>_~oe4aQ$BNdo+BH&7A4@&kQxoyc#X5_bqn37v4G{ z%+so`zMNx|NDSR71OjDQ*WEg2s;q0FRApO z9*hDXbm=0-lisb=>so`3UvuA<#Rp-qPTCHFeNvX^vx$WK=uX$b;X0b)-cjX!j2<%x z#3>^b{pd`hsK?zYM9PSW&y>#H@+UI5u0`)Do|xRv+iYlCMler&InK>0kic;zPl0GE zP>)=!LX-Rqn>>2Y+Bt_Kk*b1$&KJFILV)g;y8<{W0g+9POAm_J@6(1KeDd3qs5)&o zBY$tuP9=!$PD=KHE9XG1jfO?8&a>;(Ln+0ShAP%_y~Sxv;WQ2ldE^Bkl_K;4@VK#< zrqCyo3^X${j_C}`JZi}sz2S_7MICedA6fnI@CS>$Za+l5ef@<(>+Qd3RA7%n_x?;* zO2^oB6Db!qx$D>Q_>$8|YdCXKA;v@v^d-Ngc;J9+$jKW9;P0InP z^a6yYhRIb`dVk+A{~)tzon;8AWT1~f(-(@vVQa!N$F7*SlvECwA~p+#1arB8KYO^u z(roZdd{a9PUm|j1pu>m2Eas=UV0mfzY(ubKx~JGzoJ_*o{Rryg7Oa&dxK8+%MSR8! z=E8;yrG+s>&D+h@S1<-fA2HwTK^be^*2Grol5R`rk>k4HZf1K5HU>GCWeT31z&+H@W{^l7&l1nnojxj zA#|swyY6>+Q1>qBMHgkZO2d|y3w5K7(s%cW*osEIPSm0oR)O!C4$w%Y>QxNuhp?Dm zFz8vF^bE>CGp`IqBU2kPY-DLmD_}WCl?TH~_I~!=o~>%nW7rwrVIF**5wu->YN%B# z`W`jsluPPX!0@PAH-K)MkLzS>Ac3WfRoT21`K30coYr#1w+%LBse!{_G7IZvPT%A5 z2j&q z#d$h3#GW2teSZ{S+W4oy?`jQU|9g+``t5Y73jX$*)z|sJHtI}3J?I6qbTThElPUm_ zl=DHz3s811IIW*kS@pVPIYsmNu3ZWU8P~{(Y4hMMg ztAA`6j?gZY$v;th=2I969f{}pnzyK=lFZ8Qv{#;?(l8%9Gx&Q6vBS{a8U7t`Tac71GmlRL~orpMc1}#e@=>P-Y zGM9kbP=L|-+JdwXund+b-@?^lb})-)rKw%MuOkGt%Nyv;1SIu4Nu9PnN+r=yYYdHa z$j~QEAQ;O`?GMX!@PKPB_&S*}o+rWc9vm(<7s zskBch51?;VjZq6qVA~8T#r;+M^?=+R=bbr=!(SMupIZLAmO|_!DvY|qzJ%H2tKZ(? zRhQ+%RCeD~sz$}8dZr^F$YtI4IvNc@8hn33y&Fp|sIl(>1})!Zncb0YfVDLO-A}Db zi(X@VVqT{JeRS@H*l7+vL2o?AVH#g-O-~sjG2AkOp-Sk zeTrJL&6!K9t)I{ui%zRr!L+2o7Yi0xzH&aQ)S!m!&-R8_$O23_kJ7b3o#yzyJ|9|s z{L0hVs8x2FAo>NfOec{s+6ThVWAZDo7S0y5ePY`*Vam`RRz%8*IVt(CQm=00ZW=6P z(C#@wVBuyIaR;#-60-pi1ewotOG8JiemTc)T6aMCxbU(0t+lcBs&_h0Hu?5=rKRrW z@qV3xAnEbhd?Cy%*30MxjX0wqYP8h)Kje?R2pS|pQ-|Wvv{}MAdsjh>VIB?E1V)cz z1Q6p9L*K_lbYeicYO43Wp9XBuGwe(d+zrVl0yMNp5b_UA18;3jH&0bfC$C|Kw)?ZT zEHM1Ekqpe)TFdpm^OGp)uN#^`G=vKPDwGQ1?>Nd4o+1`F1}4ZN7LhVwk1$t59Ovz0 zob@9>*Tr=jhA|ay;i_v8CO8w!#4ehU_j?h^gDxz>i2GyRK;&l@{BV*G z^h>9nBaCcdFQdJRA^etxVG?*6p}&DLtIG$KK2_Kg*AU0DbamytU5qZFn$)4>A|?vb z^Ov740E)n(p;(Gy7D{-ttbdi4q(cZFb=laf_WYH<;+lP?6cF~T(rbZ^GKYh__lT0@ z!>cbo90tw7Z@E&&VE@mbFq8Gd)ZFOP;S8+lG+9yjxR&*sL<^*0JJv-}I%-22+{LiS z{8*6D>o|mv3iZDLIALotC5WP>9g>bsVAM<+z)+RVuO+736bra-L5=YwR0%*s)rye$ zUzlD@>nGEREPcpwC9aizXgL-FcS0WcEu0UKHe?W~{`;i-e;`odw11$|G%IV3g#SVj zeo=scf+2M#GXIVCWB-TQW0xNb|8JM={RfD2beH@8X&nE9U|RkB2mdT8)mHv*m;DE1 z{W2a!``^&ev45b_F%C}p|J~?+u})#=Pyc|dy-TcA|EmlC6B_=>YvTRG5T+KHi~qOF zZvE2|9{wWA|H4Xgh(Wr5V`jGE>wmc{WyXI9^of;ScvRv)ZL9yKCm=Nl5F^d61FzBI zDGx6E{*N*k&HZCubidS@-cnzc9)pq*v~69tt%?o8ia%A6r- zyaN+btYV$#IcC>WXATHC%(Ps6(;+z9jdt8UkFto4jb7L&Vh2@S2)|uMg}N+VdtC`V zzwroq4LjOiFWPx*rCsfu>k%MaWB85lf%VeYo6lIl%XP-yl_@VbJQ@NH&Aip)mJNq; zgdtutOC}gqm$UCD5vb4x0lD>F-Tj}XVm~hK)7CCAl}_4T%l0OdW3;VgK!;#1g)ngZ z(~Sih(92GNvKCDTe{dSrm(6m&KjYxrYf33`f0)^| z`N`x!DhZY^dtmDS!a}IFgqlaSu+wom^}a);c}p0!Vb|0`~&}yR-)y= ziRxHc&By=qUF9Rx`PX9h~prt#v{GD{v#t}f5*C6uApn27*Ty}8`G-eQQE3P z6q*+{h|}!?Jd5PpwT}jPFy@j-z}I~7(SnnerN8O3+U&Vd9v=7w+aKmi0tGB*3slRFW_~G+BoTUU?}p%O<)e4z3d=Ws${MTv-@VEa!pu30Vpm z+!P)Hs>Ba%S3R8zBet)5=O`Xmb%!-`+0wvvq^JVysv-!yF0^k1#Ec~mp#HwyfzMM_aDaZBwo%7sY$ zX^a55aGT4*YhP9}1${K!PZnt{#xue+=X;iU4e%bn4K!S@ocj+Jjit+{zP%hf@VXt< zD^`S%oGmx#PP)57w7|Qis%(b~w9ZeiFU$OYs{hvbqVVUJTk@|UEik&D=6P|rKe|y6VaDS>G_#Oz(#(WF-baUF&^Z%*k{T zIXHp?PYjKl6z_i4AakmsTIi%n3u`-mkmmJ+d-Tj45~DbHuS@d-4`DbWZ5;&mSCVMiB^kJXs2S_!jG+H)J3@Cn9Y&OSxY-y+X;U+slI! zM47EMc#BkS;WJoh-k%`4S&N9qWxvdzf7ZgSpm7l6$MLemvqR+(0^tFM`l113{-tP8 z_Cs<0dtgIq-oFoWSc-ZttxXSjpl&E`jM7mS|`cGGcVk4;ZE- z^O(a4NKjYlHGai&+Gw=AR#icZKxc*uhekF1dfn2&<9RqW71?V1X=*JnvHbo-p)X_(`ry(Nzt|G4 z@jZIK%Ev@^wdqm&do)Yugms{V+A}-6Nh)T?uN2wFY#TBpvKcbRbHy(VSM6wYrz&U= zhsTeWk?&6U{sK`43m7qS3h0fC9QIo{EZno)^&Pt?rX{_x_?{Y9)H?p5mg$EBZ+ zQRpJ58LnK4LT}Vr+^g85(xIRA$9Mg=a8JF*nj2J}uJ^t?{$*=9Z9;awNI?A1zV~iA zMojzq`lVFBz4Y5#v($itU`d!=OS{*x`PmzVir*Eml*26$Gm}H|sbbw!L(uJN37e|$ zJ&iWeVl;Npirw_Z0P84y_s}#D5llak&XfpNj8C0P6B@5%+F#W!ZLv*bh~hm7JB~c( z?JCBl&f9T_dH}Pb34`A{Pyrkpd?p}yN0|T%;WiYaLSUiwJ^{_7hl}1scx-lLTrC!z zY(rXuJOG3G?Ia_ZKTMKz_KvSQsH50hkOIAMM0$t~Yd03;-T&pJ;FpEZwy}xAC(?kx zVHtHBsfqOo-clc-=k^)HdS8&&H4e{~)2W^Yl&Id1x-I^O>+5ZL-xK3STL@dsT(0>- z-?TP8l<+D4Tqxpgh<2j}bv@Bz9e5jvFX`$7VNxInQ1y+VKu!I1~TiX$!-mXIeTt&>HdYkIl`!==Sq5C2G^@; z2&BF}ou@fzB}t? zdwoH9w+kh-;W{uCH~>(4V$Bw>L?qH}zT~Y@6=E=uSV^!j zd{)A!QfZClb@n4!{$X~*FZn65I_cN;-@OFcoxPcf&X^{6RJ8W;)!s8Gn2osOY8(0n zYyHFB?0S9!rN+~Y%B(qO4rSmrUiap~Ys*UC(_b0z*aSDxcJoeKbfy3!)OibAMB!hFfs5P4~;vgq*UULWF_m9`KhC|S7BUdh&K2Ftrzm=)1l*1pPa zlW7a^Cf8U}C>an*KOEUR45!*P3Z=esC~sx+ekR6i68rIS5WH!8*kGL*QKc`2Vz?qI zp|7lerroK>MNpY=&8D(ZE;g(gyMr1P>KK=h42$mHKc^No&xa!u9y0(evyvxj^{s0B*Ut@|9CcD?5x z;K{2W^1FpknSC#&a?2YG{7CQ`N$l0$$RR&iw9E4TOppz@_+0CBY7N#bcCU;%P9TMX zmiV=1J#{a%xK?7kQ^CCkEdNY$8OG6B){?-aE0X2=CSH6UilU#ru)(4d^AuSXms-ap zXV@)vdCUEj$|5B_85^>Z_Wl;X;;M#?l0T(%`SaOr*ugvm7JP6!dQDd93-f)0`+3C9 z!<|(nnaN{=z{V8&s2{gMB&#Ie$GVq$!_Pv(6zy&iLop4NGhxSl%;qk`f4A-2KgJIR zZg`hgRi5{rgoo6ji(L(XdxxHfcb`OTq6UBa0bVM0OQ~w%sk1acFLSiTa2kaa@NtX9 zI!u{LDzy6qLglf&Jp{kromM47+%8DfWNIx zHRjIlW#*ozw&qkq5>A|56yKE^j&kw87`f{|6PQ8V3>0`_F7@j6g{-{YFnR{P1|snG zE+t8lm?a|B+~g+2-#7ei_M*o1<+GaSFKS)*rFNe0y#BUp;V?uHVJlapROoiCCty+7 zP|192j)z-oI*pLxIiI`-uq^N_yYz!7hk#f4WQ1~A9UZkJ03lw z-&1YSbO4qf$IycBFM=QxVgX7{>jn0s{gkR;a4$TG-|p^j8%(?3TxYJwM9v43#xD3i zjN4w}9B0{f{@?2FzrFz6twdpcP*%M4*6sKv4m0#u^&UHt(VT`rA!Zi8n>6 zYt^gPVN5hPY5^zsdjGTl$+hBbV99k5wC_gtH7VHvQxH&Uy>IyHA^gM{6$8{}la>%X z$6*{9+Wc84@Avy2RD!mZanqjHY&uz!x5PHG?XD>UBH;H_bT)Po-r$8~of9&6U1T7L z@eQwc13R+qL{`TYC_&o!-FJCHLTF`$kY<8} znSTbZHCk*2ZoMwuQ-{fe$2DI^AKRDs4xx$4yPUX)u5R{^k^lVt z6MD9zYB4c#t{W{Ct@DG*rsyV)!o|C#+L`Rpbqvsx+CPxTVSw$|^&snzysj z2#Pj=H(qWPochI630CR{yG3j-1a5j`=kt|0?zlKGetZl-nf<1AlQB}7R+s;VFm2-L z^=1^x1aTc2)`jHXO{XVz3N2&F$CtL=XBM5VPS^#hbQ^7*_Yye^ZNU7u2AvNp^+l zYPp_Z;1>Pw< z;@2768EwMHOUbKS?v3Gu(k^L8R&BRZvbw9;BZ60)Y6ch`c_Bz27F} zI-n*A`KNzZ6Y+nT%C|zpYUnG;GF)h^^vhT)&y1A_a^4?{mqZ}~oB(h9FZUL%I?FPU zrvw0a0J%a?*C5(yNMEkr`O(1?#ai1)a<)J9j=KKIz0eznaqtE)`Qc1q@}4aAa6YPs z=GNc$jB!4|O;w4(SpW4syeQ1*J#!8TTHpgY(YTP@+&T$x6Y%(uk4jb5DvbYh=5u~L zI46w9`#t6GrB$-pR-1HjsnsoA4wqZP{>(Ffb?p?uUd)6$L9pC3qg!lC_=gpX7(%|s!=OW{J;)vW}Uq*dw-ZO6+~% zhvoW8D^4yml3Hg`urTwEu__ECa@SR}7OV(T=ntaP zH%4dcASOX&yGzMw1X>68jrLv(g*rxP2a9PoNBj(0l! z9jwZdsgAFknw_@VlJT%kWQ*Po2mI6Lkqdicey>Di4mIE!-X62}9U^7+{7iS(G5ZF` zMK>aEi6~{u>SDZD7s=XKHyaN-R}38ZqgClu_<@bYN$xCF1x-T5D8F$F7y zwzV~N!234+HB%rWTT#5=RgDFm<^q$4w4D$IQiJt8CW6alxoUZmklQ4b*fNfA^rw@9KDZ- z{C$tXLDgitWZuy%{}KAqs(OyEM&l3A3tX`nddlwlx$k}H3^ScSIjkFLLXbjSuUA4h zq9l{wY_~YSKEx?IWk2`3gL@1nDqlRK|Hs?;3O zkH@66omF-=7*SJ&Rx=hUqzTBG`T}2BsJ4XE4SNs1tP-C}JsDsst$|ut=)z-%F=(P> zuZ!f>^G>p>hos(DeJ0kNpDUZBU{4nZ)Nv4mCZibBxYv~NB=8s9`uUoAJP)G7E)j-2H7>?t8YOf3utI8lb3@*CYi~q-LV5=@HRq3SYL(9xLWI!xw?F4PHR|I!7<}A zWUZ^^=BZa4qt>@{+5?lKC<~VTFoVld2&IdF5yYz}Iq8hYu_>Rwj@+{te7{jXQLvF| z`j+MYmSv&W4ruB+MkU-2;);MeIFZ-D=H_H8kZW?3ZfIMz7&WFwhJ> zpS%}+!hPMrJ-mF#SCN&>y=Xt2eq@?kPP6U}5)5VL>oL1z5zF8k44YCo@$ol@5vopR zOb-i%`Dhf(Qzdog=zysx;GjoC6ea)50#wAVz4T#C#~)*kI9&>7n%CGIbPbaDW00np zfIq^Y$Aw01EAZ8YPd!$MPc2C(KdC?=1m#jld3-Ag`%wPgFv zHwJYYMThL~mvc4(j|X)~W~a)v5xc`N%J9_Ryb~E{#5`={o?5Pk6M3%&^^b9+LmOPo z`e-?4e;%a@m2CW2LwZ9fM#6!H%$?y>R(m1lU{@ndM3k2h83-0cs6FT7mp?`PbN*|+ z)RvKLGSekO$g+V(K)hmckyhwka2-qvI+oG*aZ55RU8n-@Z;HlTEPTv24YK}V8 z-M@rM`Xj8atiJJz7zrLZv}3F5I;Em8^V=+5ra@N5 z?mBhum4~|@cT!nRB-pLt+|tFb!6g?v*72`<) zK7}jXfw*TIzMNj-6D#M}T0L=E^~SuG6b*OqpFBKh)0_<2u+V()rF0w0Qg zdsHddllk6jt>qqoe;KB5uWcI#?}PF@BJ}t=I$4YYJmQ*Hl>Hv{N4ylcy|ksAK5)NS zK(6LTMY;@Kz1pqLYRJPzM8{@CthhrKQq0-o6RO1gDW6D`{tp}R#i zO9r@+n{Jy&*Hq_})$}2kY3dB`4U=ce;KbOQA@Qp|+G;EUZZ1qDV%n@;{Us(}x`?Ak zD$D-3T@_d)tPm}niIKh!9Qzi$r~5+u>4*k$j%}(t^X||9>QEN6RvT~LUUlyu2n0Vh z1>}#{x;DS93oGxfW$OX6>s#79d92(24!cxL4wfuksh$Bjq8fb1a>qq`jQa%qcipyF`uc?klpc zQ?J99N6_$Q3d+8jj*v$)Ytvl24vW59n-%IX&EZZtCyu6x56qU5>3&xjj4z*;QkbJ_ z79tlNJ{;skOcvXKf4%8ot+6#*a=K~;*4q5OVN}XWVeVXxWZ24&Qm)uItmn8 z=S$T;@1&X3rMK@5{7_Wc+oEaIgSn{kCNbtMIla4miQRSb5ZNRYX?Y{MY#@&l z15IWLvZfeJ<4hmVY@ZBlyuLmCl>6OgZCt;tptflyYO0oqpD9G#OA}Ri)#GQUOQn?})3En&M)E@$oU(Jzp>Kz|uOkI~Jd`oz|k}YKrQKBYhZ#h)L;(Os~ix)>*6~^{aw!6=s%fND3ininI*G$ z7CZ+-zh-*YOFVKa~AB~@j#+!*aG%D(X8U(zYb*nkLessVzHHwtnp@w7K0t>cU%!$r^u*DXh z=B9o(LS3B@I!;c}MToy(eTcI@6ISivvm`PqOYr6T&hL_Dp`!+wM$7wqH602RbLV$L zR@5g17ST?dw{@2S=z>o2!1zf5)WdeGOjiWwzfQd!Z`7mIO_wKs>?7+QTYF9R9Ci-p ziD1{g_1HYjG00@$+QZRBC}jt3TKlt>5>hP zAmYa-JDRU_DkrA!Ma?X_A72TMpvJOw-xOStK)$Imc+GxRldeB6Z7Ys+B?(OuLK$UM zh$OPzv=HogJ~K)0?q~lb#}?h>z^6F*Lm*bjk1I>?Za^$&XaURq%fmq1gXd{({FQ4a zdF=tp99K(eoaszslv0mKqa2>;`%oQp;M749mYEd@pH1n9#P2(j_*yhlPefC$NsjKg zERy*u((>imWCsGZctILP>Ax9E@-27Sd=#*Crb$zD-?Y5dP4G%Y@5G;?n9A`z267kE zNUHvT=BpDtM%0tr@z{sbQu3Yc)_bQlU=hlrj_Uyq0(B;Lv2q@S{_zCwA)lb0?VXv4 zP+*qN0{JjGt1MuP_^=t2ggf8&>9yO9s?eF33~Ij(Lr8}bMk2@)R-k@EY|#1rhs)a@ zy+&FOJBVU%e9ylTo|Z6}i2&+m#i$N-#-cKK^6=(R^^RrSF6biyt`l+ofR56K(Mph1 z>k6`;#V>6DV*WY{;bNXRJH~3BwrWp?pDSFGLv(ndN|bWk2_0D|A1uRCTXIpLv2gR> z-^sXr!Sb^gc(#Z}AMp;2JU{=06LT8GIW7?szA%3elxT*+a@c)bLlr7B1}zmC)RYFG z03wn$1z4aFOsE>>=s4A`PQNxkXFRI^MaaMI%(UvaTCYe|^;rCXTL5>a(_p)$aOOcW zK*-7r%Y|hNq<0mj5ln~{GbN0G_%FkkBLNuTOFqC-WS5MLS%(@yk_!XFaCA>v=+Jj8 zMlZ-tm1KW~1y~C=e^+-VaX%rm*afipKhAMe8AtW6wRc&jO zOS>sg?F=|Xj!D|NZ$ngODTHw{js*_SZbZH!nj*l6&G)Q-ApFesgl|^wB)azG9K81( z7aUQIq_KdpjxJt81F=!L&Rj#8K5F4p??*(b;6eZ(9xzdFVpHl7;;(=V7GB{zt85kz zA8a980SyKa+i35%M*zt7MRw_K#zLzn2zK-~3KiBSrJ)dU#Hb%@2LGZWcuI27KM?7T zurr~S(p$&k2A9{y0mQTReSx@lA`E=X0s034SWAm&fBbi!QWn8td`lkt`6X?zz=dX@ zlLQt;aeS)YoSA z8`1VuO8bKF3+=3x?5+jx(H*(Ffe-=BkNU^sYj+vc%w9)Pp=B;Y0B!Z??>NbFocX8B zWVCjoUc8!HU&lkxH>r4~fA8%fc z!p+9%bQK2%lj1=Ip466t-3v(TCp%i1JLkN+8yBPj79To&o=|aZJ6kRo`4!;t`POH9 zFj;0T{x;gJ6x#Pu@3#awu;7Y=JS2{7sy;=B7saXc&lza(&EQ*hsuq9P@r^PYpYjNb ztbzDC;e83K@oEfJ(~*#2f}UjPz3&Z$FtZzxT8Nlj36nS|b6z(TVv(nj@WG!w+*))y z)!Sfh)!c~i;Tlzce|#|Jupi~a?qpRX!aR-xSv^%2e$N5NCHjs;n&>TFX8gv?9}=j zRDfYYja%b55d!Pw8 z54dm*{Xgk8e%8amby=;qs++ajJml!9>hD`4Y5khM)dzs!(Zp=3Drk%Pk+{9vuXvox zn7_a!ib6>~>Lc42oF`DBe9>=bHYV!01HqlDr4R2}XJ(!``7dM1+39nbMgmivU*$z# zgQ*6M1aU>HbY~5^d&Ol(Rm{0IEPMnj%fMQ5TlT3H*pcuk-ny`Y@`d(9iu@};(WPZB zn& z{wyFDn)UlEz4B~XVNCq8{SxNKN^7d+6DTb71L4ZGCq+TbApcRueUePlc6T zOUF{bLa3@2+fnfhPU~BvGI^(#`F8_d@}`^8<0;@s*%8=~lb%_>xH@^^ZOy*dM}v_` ziTm4g^vj7${y?||cGbvPw1EA5faJG!N#g?ylCmDckPMb>ewSqug?c9Ic~&{se1@8*5qv4Z5xQP)DS2*x!X?4i z?-9E4YaMu!dk=g~|29Yz&n+Dro7LFa0rc}~)9c!kq+!*yl?X?6a7FBT7C5kD@ z%UXWA!9P3xL~5Mxd$>|eK?^`G<-c7aoC&zJ$Dce$E>&r9ZqLH1LH!BTG4u#7#p<+0)O?7pPGUh4vQJ{!$|AnY#Z>%15^e9C~)pP^8X z#TS7;aR&!rF0i)!pQb+4_3~ix0)y;13~+G9m^^thfJb;7$LB)RjPXa|MUqxiy*Ece z$y%es12Bv1{%_D$wqGW)7Izxrlg)ai(JGmZRz3?@;=wXJt`Dv_TpZT2Y{n;000{B_ zUu5M1>wz=aH5xN9I#z3Q4H7EJQ=^O;bVvU>EYzYVl47|Nb*=^asw99y0|LO-@BW9x&1kfSBT3r zW-Fj$0ONLJzNGJfi@G0pp@2YjBz4q1MdBUPk38_U*<_C|;N{GU(58&#PR3R}KtJc0 zuE~RH{EOs|`@+-U(!I~aF>Iv{&82pHv0P1~fVe&E?u9~`%LU9;ADnY*JTHw+-k>24 zTXgx4z;v4Lg$Dvt%Sh*rAMRgqcCd5qJ@~B^04w zhn{m*~o6tZyUVCz+P zyHer!&z}!L_l)c=_$3JD%9%WQxGYeVo4*hCCUaCTp>%IJW+;UcgNgg91CLaJ74*&9Jr4LDfoQa^ zQ^lbXs!3>EyhMW##&f`CV@n~%&@LFI=K(sSN;@JGCJ&ykI~wWz;atfNr_3GU3Tk+h z>gvo@C-!~ zt8kJ{VeW7p2dvD{M;4PvA?0M7-2o=*VaPOobiDutm@~HvUEx1mXp6jj7oj&8I333x z*dCF8IEw~+aXPZMr}JS;#9|*(^?Lz~JcBj^VVvDjod!$P%hZa_JKxyW)XB;I1oNdH zAO?@(ZV3b4*;Lne6Ik;JKcApu)x>@PQ=Wzg85Q)qCjUxiDUd%v0S35xQ9-DAyngNR zt5lp;7Q=7L7a?<`L_IiEm3#HK?!%w8krk=?AkzU9L`Kllv>RCzZ0-yNFHQE)zc@qn1UCizrw9|*3n%fT4JR;V z)|*Fgo21wOP$)J^F=kL3JeQXR$sNXRWr6}zwUHNtoJgToWT#iYJClxh)a+%BPIRrB z*syC&;o%aMAIOBf^1?usRRXj^(9x|5+1D{C5E3VPerFVkxh7+)3)PzA1)w-m5s4Y% z17Zb!F%4kPQx{oxj=_j^Gab+j$d&qHBTUX3P}@CzFF^L`AO5&W{zO__=unF?SDbsN zJ+~v~0QH{|C}0-I;6b`ed;B=;jpX^CV)_S`1%Ep>d_0QW%Aatm`5PgC@kb#+ND);( z0s{IVS@>@#S#bRrKM~+7I9&=otWH%CwI?B6Yy z<08IqLY}0dzqgVLwquQyyqbh$v!Ws{0&&pckU5#G_LDhiVv_u55kyw%lY~U2ySJ;? zq5myjAn5hL7?0)Ug<0KhNFl}1>i%r*%B5qG%j(%9JX9r&a5*IW)hJfRTF1tAF<4uD z&!pf=o6nNkxb`!glSJ$Y%^uYHRB*G1G_HJ?Y}1n(3fcR&D6!ziy+(v7zZg9^s=2ey zv0(QG_Sc%|6&$&`^{4gYQfM0|LnIM(9Yw(3Z4-o&x<^RnPDt)W&WUKzGY=`ML zgTkCEqqATgMUww}bNlN93{m1mDu00)+&9$@so; zkW7JoA-oP(16ikIhH8LHdg($mg8vRhPo!NzBu{wJbsHB$6NkXyUT7*=Ou?^5vB`9? zQt5^Dk4(&|yE)b64%fk*VKZthv0RE2yXY;;(4Av0Zr5gI7Z4)atWl3~x6!K;IlZyu zJZ-*uBcq&tAL;ymn*V>h;eUU|2x3dsLFZcU)h@-yFC6{nmoY!E7wf$U62JOsVO!sn z)viGPqIRWssCc8v>#9N8J$bOn%Uze}@#dLJv6E})?8_t9ggp{XwqMiO3=djdb#v#p zf5)d4V~x{{#<{SRO;W)C<+S-@aTeyu<@(6)of?2W^E=wnM3D&ib!|BLCvhAW?|yRd z4k`E`q+*)l!WbYg79Fd}E6snS_3-(cjCpKg?tHT!P8U^m-`HQZTy7+sYfMzg@kGHozr#vVdTJbjrxcR|Ogz_$OVT&2LiSP))o1wSACJG3dAU`H*fw=rDYLohzOXPDOHec*K7rL2-u zC{Z@kEDn*Ufc}tgoK!+_5EBAQn%P1pDy5^uBeSqXC#N>P6$y7T<`oaQwAZKXTXhXn z_NWxCZw>!NQS6S67p(a#exQs`f!-iZL#8Y%HDa+cxaD;1xWn}OK%HDvtp4dU6CDXf z-va{g9QaBkfQ$jh2oKeuZ--6CkKhxf?R28D8Q=!{;y-1O9{YkG?Mg=W+56vm?;;{K z*A?j*{TuZk3rN&-eOZ38KU>!#A7o6{hXB!e;Yngqru22b`PskarQD_|S%gvHO^4>S z0)G+wnSJ^SJ=%gSw{-fsiMGq(x*M%Vc9aWV{uGw~3KdHDNiM-v*bLB@T>=a-P~ZN4 z!hX9s6y(O*FrFPB|2w>AvAZpQO470M4=YoiMpNJ?|LQAtt91>A)BqQX44U_w6RXi- zMx$48A3PO#u?*?&<|L#?JgGi-?a+z+p_ekTn{+mW=?k&KLHxBiY%=)R^t`Wa%R%{4 z%OsKM-c;Ppkhy~zHJ{V_jLYf%g}>RZOruj`-W zh^L0hUbe1M*(3*pK`b_g7<``kR1(Rk|K9y}*sBQGb{Mh=j)v-zf8V_JH34{|2e$R& zq9zwXB1QUvXxlTaks`%-J6i3-kkb^Rsf)eR8BDIEy+pkO*uQ?tKlC`X8iox?`rXH( zkH%!+Yz#2tIMl;RskI>jro&f;2DW_=eY2XrqYaKeC>{po4z?W%%hRpLN&;$xOatJW zui`?<7M)>j-~J5{n~X6{3^AqbXq}ID{7(><)tLshJm4XnOn~u3mf#Hpmz=E9Z^PIe zCmewwWmb@5jZ!hj1JuafpFP(2(%9T|;OYm=_3O-$?bh3Qxx}bx`Q1-))XOz2q`bjZ z`W$Ce(D8_A-MuKto3k z5yZ)cjZB;6^$nE$9p>Ou-$gXQd`)ty1#BoqljY2}wa1CB)o#h^)?7uwsNcw-@7|<{ zMXM6xee0J>?RV?e>YPR9pt~95o*eh)hu1;ADF#j*q-H} z!r;w-ic@({O$(ooX__k|`M?}KLAANzEcPCggTL@$572I6OUbpqDR zPW`{{8wGk2-0;<-+9FhvZ^BfP??&%5xrXm|E9ZGT=c(+6v+Uz}-pJ8;!*e#O3qI#f zD9eXkFQSrMR%Aj8P;HR&ysW35QfyzdPqoN7t?le1sGtnxrr9JeSm&2NMx-VEqC6G9 zCFL;~a8MmWrYav-A z$t=$!t1|s+GEVF141B_+gbM~GPn$`jGW8}XqNVyD7ZGo+5plqjZ`dh(c6<%IcOT0p zPD8;B{OB>R6L*xgy5_%wSQR-ydgMEaqx&sg&YtHHdq&HKYk2OYgwBIxHxq_kQ+vq< zU%1a%HbVP^$X)MN5ra4IL}`fq1t4pkDGlS314YZJc5ROBKI3}pTl}NdJto-^somH! z#Yq`E zI)zem>}Rx!mMK@Djp=no5@&WM6zMx+GPbp22|B8o9o@|6X_R}xd9CWTK{Eo*Ep>or zQ}ssULL5&!TY32qjdtz!=1&5LB9{rkZw)4WDfagi5krNSZ~!r{j3*q5cc}L*Fw5Y0 zB^0imQ_8VfU}Hy|?>?ih)a%+DJGlcLH?3!$u{O$D$Nbl>YS1uQr4vE;cM6Lugb|U- zk@KR;ap4~cB3=|XB`AAh%P*Kz&fU2g_~iC}bfg@4pGFo`%bmJZ_xcd0>~CyD0DR6t#C1<18!4kR57 z-#>Mz6_edoFQlw%{rNhWjwRG)i_*ZTo~1*mF})isnjVzWouqq_ zQUU>=+S#nCF`?+;mOYxIyt@|Tv6)k3F=!&Y?;pUY*AY zRLn=_UvuWSTkJ*={<-VbNWw#4<~E)p^=8`}!ePzMc9|x@la3Ctq@jGNg<(4p7AC7| zKEi+60%aEn;OGPKI$mT9`OZRA`(f?|(jAtZ=}6241{5DMvV1$?^_`azlZfeq;Bn3S zSbsZfF4)gLj<+4e$L9YaVqYTSUz1C@4F#Qc+=q&*UtiMX_p`$jX*Ql4HR%alOi~mO z>k2R^zZsJNrK<0IB864EHDC`mnpw4`So~frZo1eNG;2esWRr5fP{}Bz&sQE)@$=7w zOmro{J65puBF#2y%O2gTkkASV3|3e=xvAjWzUz6NLF zO&i{I>XDTn%P{B}R_*8?EI3^kLvQ8@s%MnmBry%}b<53>(}esxD+E%SjG)vjw0e#r zaeC;Ys2O!I%)4g|UN>+_&4j@1NM`AXyZN`J@d^TgZ&{D1jJgBND#Y!u-?cVFcB1Pr z`)`v=FpNi%7+ock+xD`0kMISAFfRl|{Qq8~-4kZfdXA5#3F@9XU2Ne6oN7!xd2jet z>vm}U`Qbw{!6LwY`&T#{RV(s?{+VJn&0z8UNcAB5=VtEA9W4OHR_kWZ)ySpwaa*KMIp;q+*c|B^hF<2nxK&vO$aHqAu-2@R)SLx zA!q+8L#R8eHUIZdDDNf%Q6!3}f;Im1tKYPHad1OLmIHRa(+6V+SmHZ9Ko1BrX$Xjp z4~k+vpbDqkuu^?yDkA(^@|bEg7PWSBn<}YN%(wquym>tZ8hI;(Cr~R455+F36-S(U zy)B#ig{Ad3CE9PL{>S{~`|CJoxpE*dR0%|vSc(>^$^{Ga`&N!#vxFs)UMpq(bgMGR zHuzANYdYn9u}8Zl>(6i6@TAaqXlrK1rfuJpeCz-Wrz6FUnLi*xyX&>~)OY4JKLUNv z9C{6xWRgx+vP)FBh7(Vx{jmuTxtQ}*0?9*kJK?@+46u)68-;H4}9u9b~AOggn+ zI*pdGXQn&@l3}(;AbwI${cbJ96A9Rf+dS+2ylK;cjTSm3Hg!OpaCaz9ahKo({nEYP{hsfPb4JF<-zTV-XW8%iUSTYp*RHhbsC~a0lVBXHo9_`OHDUUF*6>_!cEt0R*PP3( zy&T=m1RxIbM4rA~@upZ^{>kL~wDZb-kmZA=bg>5{7>`X`RhQx@VA{X02;Q=%3#g#x1?IFMigV?01b3I-6nIk zGn^^tCi=t_=DZOTY@zexA>+U*aEmz#q^HjX7k=H|A+I3^N#Fn{g8_5&K%kPD&^S>tQ*3# zNR+ct0B*#vCS`reW@)CRKsfJYWsPhxG8gV)!({F>AH5W5Lbc0~)z$yXWvF%$ z>zJ}ngmOD^Z4vpsw_2~%o9)u}Vi#X2AK+Jqm0j0Ah}bebQ}?qb;bc;7*7Nxy&yOQ4 zQSsjBz4dUK)W(bSnE=PAvM*f4aQLUE?i9B>eO!lIxEC0QD@En|0T|ig6W5@?Y_D1Y zOy4sDz6nIE-`}}y@J^k;3?0((d@Y!gM@KHZ5(T-et}mL!k6;*H|1=ma@g5* zaK6Ie^VQ6)&|9I$TZ;! zJ`rLKiJQaPeIMH> zY&5bvw)65Q%VSlX?fOs#*55Lhv?pqb@x?BZ8B?)9@xwleEL{0p@$^jPf??LSPwb`I zKuVA_`>4gp0VD#eU?#Se8P^MJ8ljofMciRylU9_vvirkF%yqZePQB{RM66w>(XdAR zpea^Qds$c)d?qb@5h5x^ynR;iD7f#S+6H7pT#A zQ94ws;~*Hz5g7!h&PXY<4;U7&z$PFr3kcXEAdwU{BVj5nAof}7Ex9KE34UaeLuR(# zDj7wX#(W~1DOtc#_)B?DUz(wq-mgD!vJ`&JzTwhu&pz8gN9$nl4AlXp40CmYRw|eE zYy=u1GXw4L#I1dD!P`sOM6k(MLD(6VLz|GG08PM@BTlEC{~l`Jdvo^ z!#+5`bEZ+QHAS;KFpMmOZ}S`!dPUtCeMs0V@^YWifBxzQV=XDd<*Yi%|G4@5YNA3X z#Dfn>p6W|EE}aSodCwbG43G$%9W-j^!^Y3@hN$csawB7LxHr_bc9TSpV^SX(cc-AQAjFJ4K>>!Mm%OlG6m(t|PMKs1y zjsSE+7)`vpCj{Arp@sNX#|!7KeLHDUqf++zaOT$fZ}<+?bekO$xsLS^0aGlze`vO~ z&1TJ@Y=SQpt7w7Y!nwK))~>Gv-sy`10>WzsT$DycklIklSBtq%R?-i%5ME%-ScRM~ z9{dK5e(Rncx7n?WffsPz-zawCe(9*&?-2W9=o%A+;!?CJRkhu}g>`n|U&JG~JY4xD zR@cAfEF`L-e^|mg34JOeGRh5;<}P{pU6tm~Uix5`raziY1l`|^W-Y{}@a@h%y9^~_ zVkh^0d_NY(YVVOa+TCdDLi%*Q%m%YtP-dZI;_mZ0dbRa?4|04G=hw~o_)uv?Fn=_KbMEAl>D z&)YNVeVbwbF}PPi4cfJBAT9kC-=h9gW`a3W`u(GytHa#V)kRe3Y%%D)wPrny0nD|y zlvEpTSoS-_n&|UDXd;opARIruZsoh3Dj9Ql(wK;yW6*r4I2cJ@zKaram#j21&=Y?C zN`p50*fWY>|4$&U@3}-=_c%L5;PaB4k!B@3OFxvoT2u z73G_D9u&kTTzY_wiYH6zox+;oxJq|ztoR!dL>sU|Ucu)+fgS&spUEf8U_?hAGHhaM zxbaAr2|hVTkiR7Po3zty7OZdEV+^K|h5eqz9=|W!x!qBy;R=$(b(?X8}q{;mvV3M-o;6X}_eEM|d z_is+1;J33?4no7#Lpm1EY?vaATE?LgbKl*lEgft1y<`Nw^Z4>--E`LNn7GWu@(wy{ zx_SYb+12j1@#8rr*sip1>F@MIGWG|~I#asjR$G4D&n~wIG*Q2{ThZ2ZGVViqRxv?( zm8xdKhm|_^nF)DZNW0yK<9dT=+C9xcEEq&VmaET~Z7}i)N1*ZqW@y$9#U>L^&)ufkp96zF1gASZ{rqbcox%#8`p+=_H^4|(L!@OEKJpM0`T+>rb{zE#;YOU zep<>2#xLwC3DsP4)P;;X?BF0x2Nbz1?P5OBk;P(5Oj!UYc#=szL*!;JvFAdp(b&*EmzHLVdTAp2J*= z(W#6ui;5`?*H{4-iy?y5B$VWMeFT|5Ut+g&@7uxhm`sJSP2Oo#8OCaj&*oZWduLZ; z^LxX)sb)C6mU-BU=%?L;SmiOVzT;vsF&+>Vxk9i4PxJkB*J|zG6epHYOc5n?Vj;TV z{Aa+NGnNe12;T=_yRLt}Q^0eOO2KB4uvv)AH478Z0|h>+Grv%(M>cU)EOjMgC_=T) z(LY~)?vpf9@rwsF5_ZNo^O;{H&B2!w&RiAKPmz=ps$72zSN++&LZ3R3-^C5VV-CeJ zjFk0M5eeS=7QS5zM>kg4va3tX;CcuW|K7bph8kdpw$P2XzqrL`y_6qYvD-(3p*eWt z_Y2!?XU^S`e=F;k{^B4iEACYqqIn?9@-clk$qXF-JfqP&bZIMMOgH>HW@5u7ln&CH zD6l_(;eVvbLVdwPXhv&vX+8$h=mP1OU|R&QCFArm`c&XdvV^|LXwd_2d{wsWJ#)SH z`+=`6+hYy#V0uLw4pg2JVkRh$hI@k^x94(L9YlgZ82OQ1R_Uv^2(%mV$@1{(D_=FWk1 zB#@PA^ZH|B;EI;fP@dZThj=@T07y3B=tsZjMeVo3$3iW?)TEEDJ{87%FA1Bn4c2jI zmUg!K7K)LB5Jl8=RM{?d7=`F`6)uLtPnXKUW+Z5YHPWqv?U)3%;SNcwMVJ(uilp${ zhj$t^<|#v_05^<6@q)6EREnGl&TYl80PKxcGsBgtZ(bHHL@%d*Q8dSnCyOcbW_$Lb zCDbh&g4e3UeiKv0=r}srA-dh6g;yR9B3v8xiCM$j>VT~gLnS6eU^q=sM1`qz2}0xR z*$NedBWlhN-wR0#IwuAab5LA>DW8Z>n8FMuomF=2Fw{I^HDYBcoVL0FB; z0v;^vaHT()ItU&OQ6w!WClc_9SZQd1zq#;2M%OHt`U>Ay8KDg|KuuT<5Ow}ht@gs| zyEuH0#WftNA^tbZ6|T#xCl^cuof57&hH*Xg%(i(*I^d+^yZGu`t^5(2eRRRE7Zb1Y zGuV9h*h-jKTh+5yqh<*F4-)|755StFex$sKi=^}cC6Pd;-_}bs z82wW!bUP+?{PMY2xPe6N2Lh7S??#rZPSu_LV^spnU3bG@mUp(E@0g)766#PnXC1iP zbC#ynu4R(p^TS|^FN9bx$t#!mXy>g|aLZC0j$QIMfHUkw@#-A!-Iu#8ALKc%^3~6b z*CC`0qOgulvkNRlakze@JN~~Ob()`Ph%dJDNu>Ie9gn{g=s|99RShnWjZw1rpXa;< z41f6^a|{d;BFiI~AP|=8?Tu&15iqIKczj;dNSKhXL`-8dI;IqCe1FP`g#hW!3rIox zsoPjD0tCR1fimzl>5TO=6WJu9SBsdv**NgC*Wj_GYdny!8_}U^Hs6Li_LD}a z&;osR`xcW811LZXt?@#JCX@K|a+mTV<8)wptJjX8S6C{?x5Fb>lTWw9a`?!jaLfk* zb#OU9+O{{N)g`drNKj4nK=IxeXpG~o@&^(ivKo(c$B`}XB*-qD1aDB6dX|6L4iHPj zwxDjiJoT>SN0d{k?%lB#jwK4%nE{62Id-29s5uE=o#Pn#!ky7H`is&dQ&yvohXkC| z@Wb;v-MqT#H$Hfa1rG5*llvmFS;cDXc@@j6&z5Zkf^Ei+9Nj}50fa2yr^1=b<QNlL)3W{H)>I#QOYd{@i~LxKmHL+Ql*KnS%l+{E zg^rr7O~56#qJog<^=z_Ies;TI5(_S<*aX#EHE4WXcH<_U$~mHxF0jD|`Mp(|Oggu` z2EpibS!Q{f(`kmNgy5*furWHp@PKJr<4R!m4h)(Dr@u_EDg?u3O};Q2U8MKHOc|Vv|`V!Tr-tLHN?G38#uKJuuRd2e-qub`fq`^2?&O&RW zFYl>7xk<3mV_E~=QhLrI)qbAcTJ_}a>b!U^XPSoy|4eq`U7bx_TlXf%R|QTS!$Q{U z&phPPSPL`!IGqcnlPghANXtmUvX2s5TsKY_~O0GM@+NT zhvprkd5)Lc^oK0pwB;gdgtju9m`0hx2bt;Lvfgub1LmC>t)>{b@r=WkZ7uT!lnp+R0M6m9Zr$7UYJq2ME>^H;i;Jf--N&&% zGoYa*;*u;zxzETQ(3brW7O|c@QXmFCoHRmeyL$_ir%a_JkaQ&wkz!*oAnmxVaStWO za9rrtHhbzxrjg6|4{s(gfk~~Swtk+8?K;U{dBG-@NXN&+@5#T55q~bxvh;~*rDWT? z#Ajx`S`vE=;hZ^OFUl_#J})~MM@h=cp>0ho6S3KX)z$;mt>Z+qgJN8x7Nc8H=t&+L z#$)d6xK02kC(Z_}V##uH*W-%^qnUm{u;?m3X6_}wbxtW8s7(?Ea&j?;F4i>S_Pv#Z+&7nUre0vc}SF}Y}@ff!Q14qNK6 zrRHG22L}@Fw@?yp(!S0q&i$&`Wfayk_)E>H*_UpsYvOsp8+2w-@8z*^-oqgA>Kzc5v9Hy3V1~WLJ;rB z_LbK*bCGoGlj-SFSqjM;K*<#gv8Cd_7~9-TunhPd_*V@(Qq>fj1f?XEQCSkPlfeiJ ziue53H}C_QjOypDf%lmnsnoC*Uf!-6R8rI^E&$}Aq>>(p<| zW9&rzpRUtPg91fPxovTK1H*w5H5y;fQ5w4y?;g>K)jkV`vS4bH1=Q6$f~c@$R{HQ; z(fD`8mSUO6D6vd?#iD?wxF$Ww*9Nt{H9PQt51Vpw&3hd1$Z#T=(F@~8m71?VXUhEr zts+E-1&^S5-5N}3u{|9xG#KQaPxh*#6UN5=fEaUN@1>O3FsM#-ZuRx2gcX3Eic zqJY$s*L%sKTkwsf#;78hc##Ogtzlx$MuvIo2#TY<754+w!j4lMTal?M1jg@$Zwi_L z&J388he?LMd5Gb3hpFgVtT=~cT^jXXiYUB zd}*j8TkH~=u|sT?p$+Z%y$RZ6A47HWoUwK?hII1d|YhN*17!)|K{S z{`jjEB5k@|VaM|WEm8@z5_)q7N25@9IZSjyW}Hh3v2XtV(}PT**pe={3qORvQcMI_ zGy^m&yiBOGg#h%ui!bl!>qS}3z$ltYgpe5hem#w9BJw*y@t|Z=NazBpFCKH^l%1?(uEs*9$3qI z%P}q%h5IjXee8w9C$qo$`ZQCiZ1^7AM(n$UDP2L@@GlGH4@v6uXr^~LLWL;xm;(Y8 z?w;_Nl+OL%EiqEBb434G&YfoZ>Tr3*{MFahwxCybS37vbahwloi@lenHLbl!cIHoi zDqZo`all49G_Eo7rXw|bwOW^y$z*1P$gBD@(iyzHf0rz*y%%jn8fkN9XKgPszGBO2 z6b_TE927wi!%;eb&THtb2!y)+qO5jB%b|D0E)IyhLY`qzr4rP2D@*pS4iY6693Bh{_ub^oG~OgeM%cHtH$)p5QDI0 z`uPr;t<7LrAo|sMaTgTptV2k-?l!MU^ey`SKLGa!@DH3bbPQIu&2#dL{p6Z^UUMvG zw4k>9J)){dK8=ojD8v}a*j!3RX>$N<1QC0ONGe0(C!RVqrR@ayV*Dy0fGs~wJXo<0 zU^_J zO@O-{vgcOW{p*6;!gYd!o)zOj%d@m^E2v5kO9RLYrOIC5@EruK4QIqKg0g*FCqzvv z00M3CVJpk6#BZGI*2}EL=+d`&X{n|Rr<@SK ziX1kFwa}l`K}WFWV5i&~!-|>@CjQ8?>F?*e7=q_;z7fY>$1`!dh4DJ{^vB-FVWv-Q zm^r5*=_^^*ekBDcZ^Wc#y5iBut>V9zhAj|tBm`vMyP@L}d|g3l_S_mK^aP#{;1OA5 z@us>e6QOlAVtm=9KJoD3bkO(u3#O`zP>3q)HhyR&lu==rG#0!0lTQT!O6CkKzi&6u z?zKIq%$als;9lNHS;*>MzPT#ou84wzRmfAi$|%qgZ2zNh6qxuR_#XWfJ;e(Bj%T9& zpjID;DeQBsLEQ(=rZJblZswaYhFSe-X#FO=u6@RVI<)+I8%|z zGOa@1rq1f<0@%E`#_}>0@hv1rsf;gqQNE(TyIyamfo>kct?taUppX+GH;5+;n`zA> z>$}=eOBmw^SA%-amR@nkNde0Hf+PQ8;nWn9#5C%{05<3EfB8W5r^%5I0TIpvlSI4G zi@Um5gc1AV-{TKGrYA9#{q$fpI%p!3aF`8`{})Dym5b!u?TJ%qIL(jKjdX4G9~Rzb z3?E|-Dx_jU14b1-IZ15cIo-{2rP||sPsO2rC-E+vffboKYli2{^)6RpTOHLDcix#& z1kvj5-4SF_Fx|*4!cPrZ?5$tvYn=kUX{zma&T6mCwDcVRo!A(Vz?B#uAm>@3>QtqO z&*Ij*2G7@raNOm}?bETn>Mq-n_CubAi2dFeiQ;MUbjjAt8KTzZ3lY&5R@;Rc*58<) z*n9+3mG|yn1pWu!XV(P4F!uD~8-nY9IZI4J_F&?ypRo(r6I=o$WdC0nFqrO`<4zP~ z1~H_o&WG!X&gRu{wz;P6wz|lr2@ZY0WFM360bN!(f|`3nD{QcPjc4uBXdodn*8wkh zd{`W8%D6UZN5TC;6j9%Es0YXP7Xpv}zn6v(4(bttIpkpi{eO?75d?k`#-eFltndhH zJgyOoge3R$uR7u?mRCR@MfHfu0vue6LRu$@?d{LaEGk98lVKMbQC zhv9u?!}VE_ezc|<9QEX>ndRvU_k6M29efp2#*88vUoaXeOIL|Wy~$izhKtLmwSZT! zy_c(xD@Foi#orNIKrw^}HohWOtZR@bD^g=;i?SF|Q&L|rzF*|?WLyjXUwFPB!4K(U zww1M!%D?sieN*_X*x!qaSt*T7IPwP5kOO8bjF#`B3wQZnDF1)i@YJ3V9ue`TYjNEj zzL+vLiSSP$Z9~*e$W}|LF%#w-QqeX73*G9171Ag0-d+8vN;9IRc6^L7CRoQd`H6P< zUiy4yA%@5bOOF^-`D5zY;u|wuBj`EBm|4MtJiMSGY>8(|IElgV>BczXL<_RXpF4Y{ z{{i)ZZ5Ds2R&Tpgn`0J7W$j$k$b5jL(1j{3o>kpfoN^aBdzzddKb^a`4qdKEKfeES9lI=p zZ*|#>Cde_b^DdERpiZc0tWaNz*Jyp8@KfPfft;7EeM7+VF3f77r#F?h{EyXQJ+~eX zTNBO;C!0LGv}BB=79&Dm7$b;gEKS>Kk|P1(6PRdfBu}hl6R~mMs#u1c5g-(1gg94n zr)?EIAHg^%m-oZl(9Y!t@AA8RC8r0QKZ%Nit{ll19IGja3NR*|9>M8ObkAtkht!vp zVDe_F9=jdsgDLzB1t-lG42Nw)N}57==8PL!VC<0pA2Y~r1amI@^GH5{Zd7Ce#Shvl za9{YG@wDjZXG?3#)w+vu;RB}FZJ;eX zSwK{w_nd6-Y+l>AxAw=_qTZf0A2o&Im{cFUv#LTJA|X4!(he1d&E+Q$6pf+=cCG$i zUd92w6M^y|V~}X_UndHi4mgW@$LmO-q*7ubN9kUyVGfYNUsuJ?N9U?&sr#`b=7^}PxtzbLRU@npmU^ur+u(e5aS{E#UlhkPC)Ac{_d_K}>u8O(z zujha8Y*t)9N)2J|lz%-w=*(0J;;)GiQ^&35BE|Fsg>gbF|KGefOZ4z|I!?ceo};=Q zE#;h1>ar*jTLczUg!>_OK&;t45ilsB#Ukd3gt8^9p2ZlMfuH0j z6E@72^6!rBp+@${Qg_VioDqO9kTNkH$b&jb^EMc}mt9Eojo^s%%!H*`9VN1zC!zf6 z+^Of!F=|Z&%bd+|K(91Z8lAH7_G>uk*FlPZ)+XjUH%g`jJ) z2MmY`dX5y}QqYwn{eHU5Y0D_l>L3$vH{I7s%obLfAV)8}J-s_?aeI}`P6P8G>jQHX z-=aS@`S}*F!GG8hz1y1TEFE*ApC%G~x7^}Jg8ASGY=2mLcrc40=JYGz_`>;&T7I=n z$gD3hukX?0m%>6EGE;8x;VZ|~hvS{Jd_9NGAS0rb&bVkM z!J`TNFij2%oG;99IFU~&pD(_b<|*1z1cs(E8+@0#E?CXUg~8oZFb+~yJUR??H+9N& zl4ewph}Yc(g?PR2Ze18ULpADspi#|&zhXgRt#UH{)gJNL?aqa0Cf;m@_22mQ=Mz&| z^->+5b)3#ZIOUcsXw1dUy3vU6wKCTg6kZdt1L{h_l7(GIXz8Y}C>)1-^5$$HAJH~e zog@9ySP__Q;be%+t^tGgBCN>|6uzqdYQ>89CJL<^b7YljV>~{aKT3YMw};J^%D7mA zC*A@T3D$u^*D-aau-oI;v{%#__3s|({9l6m9F`ju?jV^XDiPJF%aXRmd1^^0!u@i( z-w=!04J0*kctR9{;i2mm-|PfKh=i+yrylhUsaXSS8RDSsm+zi#9MY7bVx4NidHyQp z@z2Gb^Jnb$5zo4vS#ji-^cv*P=w#mZ&XS}r zbZSF2$@{}b&scZz9b3O25IkyKSx_hAD6cJ{OBwq*tjDZq}+Qrhj1;{6%sK`fvmH_~)C5CUrw zospp@Rq{1Flq6vMihVSy{*Dl?WIE^0dUTz0}G)77_ z$G)TTiYcxNpb|0Yy%~!s6%c218XpZC1ooEH)iZ|I_uK6c6Z@L*mAXM!>*r8~;OOH~ zgx&?x$#+R!HCu`E`jmU}w7l3qm6XKR8Yb%$Dz6Ug`c3=34(LrupYm z$gmJ5;Aed2buf2YB;g3Fbq}|rI>BG~&`V_EGO0d}sp1Sf+(RTGZ`;OZWb}mlQGqRz zRmJJ07h!5c-(Njl|Cyius-b7~doI?>V8Gnf^JLofWd72MH}e(qBs4tKRWYTUw%N&rLX%UskL62U<0s%CJOhFEC0ap$+pjjhMooI z$j|TioW4}@a<|@b&G!4{L=IQzpK|HgXD)@Q`%b<92-fB8S?9385RABy=Y`aL1mu)! zRYgLXWeb?aQCw-Tt6^av(fcs=g0=!766t)6tY#C=&i!=JVrsYu-D;PDbAKe#Xlj63 zIEFpDlkWYfBh1{8|Bv({&KvvmRz)$kvcq?Fb;T z2ZP1jt%%G6|BxlMI3th?fWE9_ww2rP4oSCjYxl42oO+``b6nO!uT~3(8YBKAywi31 zkH<+II?SwUwyVFA-5kKc>M3Yn8b0bs0>68U&h+Hv+Cz_oQoUEuHlnEV}}{UjOT#G2e}SG{SB=U@<+_EexGrJAEVuK)2uNs?#3ea&%YI+|=POrT_Y4dUpcXmBWg2A+x*tJltLgBg z47pXNuOOlU znE!g7bRmUw-R=D~NvTZq?~p~q_KEu&@72S;W42S4dXoFgFib(t!Q5M{Y&T1R+wexU zh-;sS+ZgplM3UiI3wF*j&Q|`1sGvaRf6;6cv;pev+=2Z7=FLyTO4K#eF+>3|(8%0P zK38=Hn^)1(3eDEAtOu2Lei8a8l^?3KJK=jsxir`a1WliJ(C!a29Db+`z+B%%g1kBV z&k;a|o%Cra&%M($@5QK2ojHp_CVQOyF{r&(uGz20i&3kRG=)Vk_3DK+o9N3xd`UQY zGg}a^H$FQ;@RF+SXU8Cb0yS37TVm&$OC#U}WedSoWCKvYDSz;D)>eALv)n@3I!652qEl{IWypm6AAG z3{RK_84M?iJX<#=oB)JVl;IUC*J zJLKSWOXoLN7`wDb4mW4g?S`Q2`n(wcKR{Pp;e!JkG z9@0oYfSuh0XqP0b>P!W6%uh=hG76YHzOi1Y78aV{LMmrUr_zpvJYkCr^B@E3XMYe> z#emG$i!g3+PG`mqTB5K9!C0k7YD(@Ud1viRzIfw(mN$wUv^^l?T%~6I zjY|DU#k~%nn{?UWm3lp#H+O~xy_PeZmEY2trATZzqoq5Y|unFXyOyD@H){J zWm8=-gL2utKE0$J$4NygHBnb#EvdD-2LIX}3N9~vI>@Inv(j0OpNQ7W_D66n@QOgs zV+w}esx3xo^yxe-9XS9;e@vx4Too-t{UNy0q=`}63&)EteW;k>s-cW?2b*$L2`pj8 zhmK=&v)vWuj-lUq?HIB2fE2nHqqO5Y&6kzl+b>^{xwhC*=s6%W) zg}(Z9!GL5b4YRgJb#s*+6j|NaE>u0m@BvC2_1Ry{q-+L-a6cC-C$49uEuL8{DZlIoLRJlwNi=&ye)ev8_jpkQC}v89>Bmqq^M zKW2sA+mdr`Z&)XV`5tSn2Z9y);$#ARg!EW(JD8|zH?e-J*K6TgP;Bzq84k&oWXu6Y zU~R(_f?p1qpjm7=PREjUvTYs%Fw$LRi<;!zRO%lz-d4x^f6#apn7j7IlKZkbvlcEB z@#S`VOTAe+FM`?a$QE{fW$6%my5~w87=m$PFvyVi(uD98Cn2ru*Ia%#RZdNUF9We9 zr)}zw+sTTrXYp4livA)Sfg6j0r9Ife?PD2DIA{XV7S$6r-mEF%iq8Xt3iMdkuWWbI zJFNw^VKKchYKfMa*QA^1YM}so`H{l^*u-l;aUi7AD!IV2|0>4}jNThdR+ZLfvVJh* zpGPH$RaBC_&$`w|O~PF`l@o`{HyYAo5=flcqHpntjO~}^ckdYm#0Q52I>634+u?zG z+Z2Ae(QGa3#Vbw&J`*Gkzu|1L;Z9T&>M|M6>9~C79%4prJlyeVJ1WZDEq~&Io50vE{2x z4K|SDXHk!5&plOGC}XJCf=T#L3^}R6BuN5tp@M5TvfUo$FN>~Te^=@~gEeJZV4t!vYiWYpUrlJ*o4LH-vt<5Akj_| zG5PMzCPPoO-pGrw7%}q&&(G}q6dvScp&Db5;arPA%DdpZL+OCc$|UFFD-@8Or-cN< zU>omC`Ao^9sQ-&la^(>y8JK;g6E*!A3CA4sIg^7-2EDm+{-SRCoIa;GJ{&vwC)#R` zPZWQ3f%oR#7K;%uD1Bhh>+0*v(5-8Gw4sTG*3oYkvwj4o+3Ka@+i14Ivao8~-^H;k z6$&vo!PR5SbF7kDO4^?^q6qWf_C>?6KrLCbrsFO`s1ustHBf!K{>MK!($EcMM`O3x%CE zrqyB)38$P0tj{YJ{&2n|>hK(wcjvw_R0*9?6p}39=xK2~8pMP7fcCo;Lw>qmr=-oZ(SK=;r<_PmJG* zKH5@toz>81*IHt%Z*{@K7Ji5Y-=`LFdFRb-Bp9wa8pBn?0H%ABA(BkdYHBzhaj!KW zP&ESJBUdX*-LKME>x@90N&e_44bsRfqR|+{jyqe72J1!D%}B$|Yc0~2Zq|7V{vqt5KH z7O(4BZ=_Ga27Sjf+V!a%I3#q!BxMVBY!+3C)N}L?k*tnyz&g1mRFY~{Kly*Z3*N(j zPGoxbGe85Lc(EgIf(r=sjzYgr>8ML&ftCMOc8(m>F;DWgZC=KmFw?lR{}y+x%2TKy^SZu zVW|l7N56{_ex}>Lk+vCJN!5`ksNs)I?WppL!w+j<7raHzwFo&^CbJU|E~C+sx_qHp zlJaeCr{L2p{>Sgo36ZPcxlLBX@ySrZkid|KPV=$1wV$ol1NO@)CD`Ry+2df5Al6K% z(0r>%pwIWFep8YQOM5_h&JnQ~q*Pi!3jloW zUh}O1C_2iH?)4PV#XP7R4tih73x$lQ^eAlacCKJNbH{6&2)T0^E8!{@y)u>yKHZ!5 zrS^a1R~U{(EQ9pK*a!}mlHO<-Ig07&wm7n~e9t+Qm=s*`BKIDhs+E)&339w>`Vssl z#i{2lxAhV6g;6OBMn*#qvmVP+d_ZW&px`W?a%q1 z>&hIXSD(?*#x23{;@X7SD7{Bj2aCOS@mCk!l#vjuPLb`b2r>Rf1B@r*=3|!u!&`@r z3>vvjw>b>WzKTE9U1jmy5%m}$vkzfMH zHF!-D1{$wtu|Bjwd^1`Bm?Go>+cqkPBC0e4s>Fo+bSCJ)NiIGcTT{~HQI2SR-omCg z#OVqe5&6F{lou%9*Ij+0Vud4}{`4mE;yq<%9Jtk4Id2&Fns1W00;^YHY1hJ$6lLn- z`-Q{~=ZE3X5)GCa?j@6VeHo@q=%3));7-@tnLa@XCJrgjunPnP{@6R&zk0$rsZ<`U z=YGJ~Lz+WE9U_3{0D>8-JvDx|}$^>a7c~$0%s5=Lxq~{It|d3#XV! zcUr6=diBd$nJ5)8OAI6?PAal9!-WFZuV>i9h5#>9F#J}LZLv05u}U|S&QLw4Sbr&E zX--hTqfNO0Wb(cB{X)N^p__Yu?I8jbD=)e{E$?jJn1Jqr+cU!X6yN8jt5r@@Ep6#h zM9UJozwAFhL*))h%K%2o`av;;hRQY9_Gk}SN*-T-3XD&`g=kk^wsrncI_Xz06BYa3 zV2A!xrOwCSs*d#iSJow`4_+d$7npx8n$by@j^r3OzGvhoLoNKqnrwK3>hlG9vWNEA z!`AJe;SNvvD~-LEFQD6QPt#Ku>PKd@BRRnn0j14GG~kzZfkW@cR_6vBHnoAel~5R| z?IE|dHS`(YH?6NX5J5NrC)-s^x1N2345cK~r*^b#(+pri)CQI-U=M&_Po@b!mq$&N z+IXccl#9ca$rrF_j6vQLu;_$=!I5j#HL_F_Dr(W*<6M&MlQc#l*H23+Mlw`obVQ^_I>mNoa$`>(Z-^Pj~jyAm{S6=`C~WWy*0W0Hx)h~ zygCqvuw}f_qhm9*rXEAcQDnGCD%S=D{9$OGc{P3e5Fm)$laA za8j)Mp01=fz|D$S1ZXe;b&(u^3EA(-EsWVj>Sf>;#a$-JJ#@yWG7P<$jVm6~zJ1Xb z-RcbS`D}xD3~xcW2}}o;bh*(KrZuh2ObAm5qF3AESZHSsP5}O*-bog(mfn;LD+*nk zQih)Ve0;zce$dBWLpPF2<=B*jU+#fB&&EE_PJB>HWll?3RGcg0)cP+{NOs9g)f_Wc z(d2Jlktv)I8m^O+E}pc6B5T+(o(4aP0ikiGYfTXJ$C*+2k3UCGMVK`j@O8lhmy|hZ zpz+35h)*jLGUztD?VvdBsy`rb(-I8*FwqIg2cF?WRi`tU!_xuBzmU{T2Toz_B32v% z5pKmFQ5Jn`VE2Htaisi>NmSaxJ=9idL+d}W)ExhP8F*9UWj(L^==i9dot<81l#(m*V)fH_t6^8n^ zwXB<^OLVLY5+4K*=PTv-q1VvCb<4d;HT?fd)~tj!fOw(9vATw zRy3>)`N9C5Q&Dh-&oPqy+Tj~$2ebJ%4grkjon6I{o;yaZDi%aT3{nC`fs@xxtX!5W zqgarX-$@gM;Ab~dER9N4?(V%w`_>(E%J7}jmLo;t1uFkc$2j8Gp&EiDclRWS$IOps zj~612lg50b*!`pz#51jXn+nzUvZAeEzP8~flRw6ULtEU@?UG9wU&EHgY z_SX$rl}I)Y>?;inTf8YSyMn1MXe|OSU*_>I5!fdYFv7Fe| z+<-lc_1uAQistyrUpHO{d#AM)81gl3#Cv*h-M2~a@SB^R7wTd!xpvvK!PwQ;coT#0 ztf;0$$w;?N**XEr6JinX*KyWB?Nz`42y=7wDy{QA&A5{a_}%gB%mht62h8Gtg0id! z80%$@|T)?l3%S#XO z`w}>7Kl1ViAU5;c>Z8PEGDK_>n7DA5M%Q{>;8HXz^^8}r7(qlyHj|^%45#BDp4@PX zk`!P7^QKEZ+E&ST*8j2qHoR+}G_)c)311!{z8*gBEg7mnve@g7y>blyhqSj0imPcC zwQ<(~0fIwtm*DOYG`PFF+n|Fx!GcS0cXxuj1b26L{U&*ycklhxIs4bCuHwg3P0_P@ z^}V`#UH5f&K>V~v&gw^^)ObdjAIcdDpSYW>4#QEk?#G7DSRs4BVYCRLmQhpu?FP2| z5==HSsc3?d4|D!1R=@Tf|M3DF=P6x5B$>3ho@;+aP=>3pm8rm%7;m7Q2uOmaceCcO#y!)w8C&Iu+{ zuy&mjPkWm+$!*bZ$s6H@zl^wlX9?S1MqIV4B-l-+v>^WFg}j( zOOd4H%WOjWICmC)MIG5xpgtj+OGFrs02SU{4lG~>M&nMVal7P+Bja67zx2I?{rXFP zlO+WS+xcX6N2!R9QQ}k3glLFfY{mOd5o^om{igU)Jzz#+B*el08Iko(-NFBMH<%jLwTl{aoyCqN|06q?q zR3890y53NzYXkU0bv~pGRERK+LP!8K;=(g}gJ65_eaadw4UrrzfBR%&1eUx!?7`Q^ zjjBlg%A0Ia7s94Tkd#+61OA}0DN8#9g}-yD@IGP-@ar`+Kg$4anMY<~xb7JMcO2!? z8T44gk|CM4o8|do!u{$UX6>CGBU{}+=Kb4Kt;Hn4fBU_&{x`oj&y`muF0I~5*XXy0 zx9yc_Kd*Nx^wN;YhUZpCun9j*A6wC9q6!c44^Qm#9a}f>w%4~jchhGH-pUnlo#&k1 z#0P1Q=Dp*XG(Es((vY3T8*eX2oyQ#+2#Kr}Sj8);WKDS*#0@@(jSjbMr5>*brOY#9e^VqMYbn_qjReWG?ZwP# z)9<*HujtpI@Ke=op&nx~(Zw>$S z)ecH2K{VIV-u;&&p`cAuCOW%8h>TE@Jn9AN=OulC_O|WAr~*bpUp7rTyuM?`sT*S$ z?9$ExGYp%U#oB%2Wf_7c+DzmsEHEvp3#2`Ymyb=J8_J>g&@jo^Ad5E^+YR1JuF%5TlzR;V_9Xz0I!f&g%?gFmqY6R+wl?#Z zovz<05)}+5gWiP?{%CrCIB z8X9Rovk3~n>1y{)z}9NHSk{Z>Z|ju)ki;QAC}QK|j?M`q(;4TP#>tKHo=7t~fr?wz z8ydNxr%$*GNz?U}NJROGT>@>O@6Lrd79{|L0#AHSZ|c8+PM!Nh$T>wpYY+H; z)I>e~U56JSKsG_D#_qaus8yYE#YV2l)5i*zIWyJ4l$0rR(-`mmEz`A1GrR2?-7j)> z>Yijk^ZvSKPs^@3O!dNFM1@8zntRZ7A)W!@e9HTNE#7%|7!mptuYH%##DmG4+y%G% zFrs5v1=C<8eaDXc-X=Z<>a!6z>u`6MF6?@79GKZkt4UX%l!NG8I40KK}b1g5Dwq7W$3hV-zIl9oI7<5d&?PYQc5)dcKlcGB5z z%t*}$vEIKPm$a%{NF9K*EcO%ld&@xekFz2gAZQk=@QB|wXu&P&269%2FphwcF7XC; zFcBF?x?4W_Z)A;4x_F#wA3=f0(?by$lqhgwS*vf4VJAh8;6vWFlh% z{zf{Qcr#%f37c-k`ozGh_-?6Rn@Z2>EkYnBu@3w{G~glR@4as@J25ONHPW4epCpy^ zq*A$wQ6^bhU1qrRi_M5X>}>zC>4@$Keerj*4rzk5^Ow;OPO zd;p7oA;c!=Q7|zxE0a`hd|EKl zyC~y@n}^3*7;TGX#-_qYxTzxC5U{vlyfQLzCOq z{qb^dx&(r*<^RpgJ-qSd|KjD2CNI45AQ>&Sv3;idr16{(_O+EK16nZ%j!RrR3wfl~ z0*lQ+d`D$=Ob?Wd`!%L5y449cIQljkm>l)9~oa>gtsCNHYclKY8yA0^)FM|;j{!y6#RK{f|qIJ z>$nDL$*u;0zW;@&U)BB5>B@6-R<<VM#{~7rI|KFNb2n$tW<#KKIW!78Vf3)8xmC)=q zYvSbLL=BymZ2%O_u0{=%PdrjJS2mfSk>h}U7dDx|e!1^upxO~qB0KubfVBPW>iEyJ z|H!uUB0F&YnGp{E%CcQ z-G#h2(5(BigQYf^OKx?QqUU&1kHi?V{k`?N zx-G#8%fM~~`S>K|Q8=JHv_v;x2GgO^>w9op0m+j1 zAhkC37a|FwS@4_8Sud)tr_%r2`h>N9?~z7?R`z;2|1j-44Su*|gVG@Dsrewe#H=S-%fQg8+tf3XqS8WzJCS({G ziyTw;bHw;Uf4ZmyQ};8DHaf?DnY5rj{oE-Gv<7X5CYHCn;u zwi{>sq;!Zq+X-~|eI>So4-owmY*UG9u0aMBLu0ex<*MB~c8=fDr%o_AtPd>#f|CG; zXJna;D-zpZWVglm*AfRx9%?8E%3-~g-fVmxSic>s5kUF3{|4NNKaleM(#rh8KZJJ} zz26j4jIyz7!aw3`2J{elE91YJF3b?ZP>!Knh9EbI&9z(zs`P)ENv>l%p!M16aV35i zfI2w?f~l3O|Br+5=s*7al)aqYc{KNH5!|>gFapkI9DXSpLU9eBh%Nlw9!-hXKdfi&S^HvXgc0=lH`g_iu0jA z_nis%Jv_4d&_Dzrha0+)5mV(B>FZO%d?f8(7w67z_s8y>HN8Y-HN6 zJs(d`Z#Fw?wcC@iUh(=Gb?H8Tl0Gjt#p zl64dnE_nROlBmxkbQ9cx^jSt}`{8A6Z_o9FHM^;RJHC?j{i=+Kbrd_`D~GM~t!M~i z)#0AMdirf_vZD}e50SUHzm~Teibtq$rqD5g{@W4X#@}ZD!-IIhjCeGIC#K`s2MVOq zPKnLp^ODnUVF2l)-#{>OQ<;`{qGqctK@=e?J6T*2@4b)P*%G-;o!9+YQH=(9i|gIV zqKLrzm2aKZ{M(}FA_(&T zp~Uk{JleFZm!7CUcIx^5thbssl^_?e<@K!xxjZmF58{Ua)3a>KIf6i21YFW16@i3jaQ9EB6`fky5bZP*ql7xj6 z-5uLOKaUPya`IueME*Jr*7a;9Wz!4#HNULQ?P}SZ$nsX~o%YkO->rO_(0ufIUc?gM zfz(QcQ_Pg12zK3Ydtm<9$M8FkK!Ea46VQVv3 zHp3!@Xk`xyF!P~%y6K8X6F%iI>CsY}?tW09LrFj{g~fEoY|&ywx4#tymrj8QXfvzl z%evrY(5@RCCJSAua$x1YDoRRFE@j}mRF>~yMGN-ky*PHbZzokEYvx~_E^kFf=rVn9 zatV<$G+cSOoXyjqeSEpx*PEk*@GD=!Pu@Haz~Ya^ou8<%+mxQqKzH0=#vsB%xUP>T z-5SQ#*~G)sht$SnXN=6o(aJ0>95(D8Old0;o?EDDIx4M*V|H}<<~mtSR;YM=P5~4A zqa!A2h1r2Y<<%8a1&=@6HkFeW4o;E}aq>Vmt>`xEUEy{8EqBj1DtDd3wrV$eS1M8b zr|(a3BcFVMZ-S`9s|_59sq&AB6xPc-vv|C3KSXJWw;bV*wku&*A&ZNPZ??LUcfDTw zlJ)XwiQ>H;#@E-jE1Y@JKs#$uci7K!l1Xmj%hwE{2b6C-AQhI6s+Ohwj$+S1tBEgV zZm#MtjQbHtkcRcAQM5qVCw2>lb1SzRwzIXRt~7K9SHG^%!6E4mTTGj)vc-65tp0Omgm6q%R>62cyhf`i50NV$zrhZ|z){1A0~> zV-~CTQCsj+Zig-7KNe`QI-`&~wvGH`_*(2s7`Tt=?md?`x5-&U`yE~ZD0AI#q=8v! z>3~X*BvF#JKsFa7+F@JM_5wRLGUZss{Wj!;&MxLa!quHp;Mw)XPDyQI0r9xIjP`tM zj^YF?orUzo4>}Xh#1r>nn3(2UUg#hR4p`U8h6lE`44-YM?ArGBz>6#>*aQT7-$q@m zj(DB>O7@1tWFIO~OrIPonZE?W-+*YR@WB8sR*Sb2+&ibe!$QT{pQ#AvVE&bxG-WKJWJxyJKReT8q{u&*-|Oa||8&DH z%d=A}D@?Ijo?K}dm~KK&vzP>+Y}6o^NjEuw9HX%blE>rRQMTn8z!sS_X*?71Eq+g< zN5dn%bIDJ$+0@9o9g|7VqtlDC71~&qD!JD7s72AY@uso_q_!U%2~m<@nMwgeCTf%O z>i~)0CFG9rUqu$TIII^Wby`=&LF!i0Q&^3HA>MUgznvt8^sltZ47oHaB?~^TM>&HR;pJj&Rj$x0Yjij;UJ?m&6UU z5-fr9J6`8$aE4E%Upk4HNi%-$j;Q7R>_aqwy(haELLPJl+dOq!`zb-_mF}~@7+yfH zsl+yL>-7d57VQ5H0=<`$adZLl{I8LtMf$3{ITD2N8sB61-vToaS3`nh9)zqbv^x1$ z+kGxJB@Am-GoEHo8b;TAb3PFU5?xOv*56B zAj~ZR+k?xL*Z?x?4nnQzSOM*_8*##W*1N7;=oz^3IhPL!kmG6~YiH(i>G(i3Q%3^x zAvHQf>}_Xe95dya2(W;{%`6gqz_^2UnZeXO%3|J~l83v>=p&h0Z%H;XgwE&l1Gc@0 z3^3!{_0&v%ziJ=< zK&Gi>K+XP==U2ovEJ~15I8wK%G?-H{+}jXn&SW;O9o8Z+FrlxS`CHwj-&56WJXK8X z0s#r^j9>yT6L<8X`TlgyW>(-Q{C&yA(By>ia?DnB2cvmNq32yLZAD8zzXUCpd(Opc zXxyA0=xX>yMfT{q@7cCBryUqHkjy!KEPuUR?Wsl7+fET%rruaQf3?z}q#W*Mia|1A4lGYUjBy@sJ!;FQ6niAAmfxYK ze4?AW!S|XK=eGdpD?Z=N<_?BMTlki@mhr$YMaR=6=YEUA4?c*!7tn5J=k5D)@CRyT z>Tzcsr6Evw#A*%JxFF8D43Jc*E+_E5Ug_+eJZ@+RIU%D~p`8Mn3!+c0JU%Z_Pp%L4 zo*Nw}m41lxw8xy!=-C}m;cWpMg2Ijgtg^;Y3Y?5IC9oJ2s5(3T!xF63_63N70{~IQ z!*p&6Wj0~a$5a~D9ztu_2G#Qg+0OKtz=}$>FI1uj&+N-)`^V!hER1dm3J~R5*f*_|7w6;bXSDZCKU>?}N|cLbw%;Bj7@8k))%SS$ zP_2ngUXB4PB{o(NM0gL|_h5;U*@v9I zrhq^BZ4wjp7cZ=pWP=Nry{T&CEfFbm$=22cp|@D7-Rcv0FP{iDK*GImCJ)lTbQwbT zR88>jj!Wc+UafiDdwYf@tKRO9PaXqxH>nOAXR~-}z>wJZUr(Go_scmBqULq;?*$%W z#b21dkMrDXw^V#JI~ycoWFJY~g=>PuVFRsqbOKT4CdecPHxPkU=AL#Px9shpnkF|( z*~y2^W?t7DuCeuOX|T!nd>2fzTc_ZD=bi8VXHCb1i`$8*EouQI+wOa&2b4rtBGcc` zn$N-GM1ZlTBez1_io4lMv zcefljGpOq`%Objk*f4F9GjADk_p9E?pty4W4w&@UnE+2$a}Rq%o_EWc*Y!@(=F#M+ zyY@Oq%F&e0~& zVJZG662-^I7q8d0=c)6)4_wyT5BV|_kVO}D0Z(geedI`BWz z@r)ik2e=Am@2A&J_7*w+~0ckXr32@D1w zP?SxR)MXq?BM`%&l>NqLt5hc5)lTB>C&a~{B4qk@_VAI1hxbr7p)*-n+?*)senP1kuzUi#9t18XTXbs76Hj5K& z6G;neGkVKt%p{N?#IH<@K(r1e(ZyPJ06oVhEB zUW@(}M3pDqH<14rjZCR65^87j-kIt~a{Hi*!=%8S4#xtf$!^C04i81H*=S8oki2Z$ zspQl7HHprmj41Ng!}!w&6Ye+BIiYLWw8B!i1OA(Wo_m`c?zwVNP`XEAf$_nNQiCFJ zn*5}8K3mx#wax-jYgyvjL(3xmTYga}($&2p3E>R~txoDkTg356bBz|H_D)OO_JORq z{NZW2H`yb0I~rt3TWNA~xY3{m&t;_fZe_^NT> zms24`NVTN)FJ~%c%5nC(=&Fpjz6M~c&fB-7wf39BmP>ie@}xJ}G*b0N=!`MG$tK|+ z=|36tl6f5aL*u*Kt~6EaGzY`um(gi8nO7^*`K+CK92Y|Bc)Fkrl7@yjh2?@b#AVBe z@v}9+R&FpW{IP4RyYH4H-tdeVnE*4xzSzA%Jf%J7JTO2O$UP@_Y+p`@_E+blZ%5d5 z;>od^jwf`aFZBm*sqywdyFDQt9*d<-{u1S+z)7ap>o+^i415Eq z=Gd!3tDvyr{-~x>DnR;Os-`x?-WSF9G$`VHL`{i!dMQDa^g8(iovZPb>#CdB@_LVc zw#Yyvb%-NyafGI7NWgl^+VZm*tAvE*74cihd1w7@(5-kC2GM46Vbc2o8R|47Dj(?; zOA+pU3>1W5Q^iRAH+J2@G`svPfFt;@n=clCJS4Dz zXaae9E=e%=hI`hUbQ!dc*;1{6@hffnH;~3o)y7BOy>)GbADfT@~qQo0NhY7aeKB|{p`z!s(s%4 z4vssxJu(3>|2U6^%w_s_+8Ayj7>Bd{TiTZnsUqHIH-e zmUN)3d-b*k_n$n^-DH>rEK2vGcODN2l?^{g;-BY;5Bpa#{^K7>?Wb~YtFOx5n64<{ z>9n0Uq0xS}p0@#kQ1|E^c799smea5I1!Khhp5s-}LpHu;ZC#ntP<5#nd>gm~e5R35 zq0W16o3KRLGaeMm245=Ix<5!_m#CIYyKC&iPTC;B5pMLwjH}QMhWl>Z*N*dw$ZX(t zdElC7T{r=WHE;;q-uY9+Y<+(xIx?NsXK;r~^7w?%Y2rI0X=iY|e20F0i7>d5d)#Pm zgqDacd@k2HeTE0GKj$iP9$z$5R9(ll<$?ueg7Pvi!^eUn7Cx=xocJ1`Rg7j!%gG1J z7Z$p5ip?znKVp#D@8W5YeW%!;6q9$TH?mJIyfdJM;uLj#c?kPZgj`+3@E*L;xVOYG zKXbZjw;TP74Slhi3|U=^rij>Cbu)*r;`Xqi=$r- z0o#sNjaqQD85d~)vzX;WF%;K&iy2K*&gyV@)(;cct?F5q$BU&EWwKLTrz4Z|WDDWFh*>3vk8lDrqe~+!R<36S2=FW37y_8t zSG?D73&R*BR-Ar%#Z=o>)KAbwq^Rs_r#&ol5VINg?f2SD$=|rl9o(W?ZhEeuon;Ok zXLF4;T0GC(m%g`zJk48+yI?#tGd~Hvie@k(X;y+=&vRaY1q7k;z7)Nj{ala7&6bbA za>TLMZxyCLV+E_q!h7Yq0k6IS!?2xScSf`eD!1{S7oF6*nuRQ#FUyyvKr6%QK9VO` z=$~lSv2r`eJ0LUsfc9#q;}Ox?OVg3t7rt1H4#BOyyTWj}5}G!!L*E~y4*rMaPnwTz zM5fXIfZ=!U(%#}y3^Ke07$wpyeN>19dOqk3s2jgNxzuEc;Q+cz%%UO1!2&S$v*uOJ z57vJoSvw54N}bk~ZdQ zwO%Jt#08o4QK`BFmbyTaR$5MmAO5bJaBrlvpE0F2{JvU<72^o#BiJE%d~JYGF4YKG z(s2%p?X4B3!J{8L@ln~Y`N~K_=gYT!;zXVs`D%N>)*nEVlSppR+#-kf(|d1J7Evak|98Kj(iIhG{uYgDHl-n<}|`o(${g_L&PCPp4buoGIsjArs11+RV!y`<S2hHluILjk=n_WUkxzOr*$-$8sXyw z5HIB&RH|i7NK}c~Yf9SLQ5 ztPrI~5&F^f$UO=WbD=XGL->m#VDEe4zRa>foEi$4YMHi0U09Vdf3qunL~ zL!R|g0z=W>)irkvJz@(zq|4CJBdo?H>PtSD0J~#=ptOJjwGXlVTwgCLpFV0o(54K~ z{gK6+AvU)bZt#dlB=CACpjZiJv|@N*2a=RR5f~#EQIgKm;|@h2KFeQYIZFLi6sclM zb-V}s{w8^9h6K0bX%Po$fTl;XQHh#J>~Ya5cExDx8QAm zKhvrU=K(`b2TRoC{SLX*A`H$(=Or4e1uisj&;Jl=d;HPb|65A|oT>A^O~8b}eHoNN zwHU%VP8m%avr$s`uAwD+Q4Vf=O+uf`H}eAlHpCkRWoc*e<#sWhd)iao`3K77mr_Itfg3XRl>wAz8Dw#&k1$)z&;j$j5)uDaD!_Xaei z9_5r}R6=x5U-8{H)CeQ9vr^UD8`9H&*YW%>4@!sFL8T!!i7j=Xyn9P4+O)^TyWy{w zl0~v~z`Z&zqc6||2qonz`e>WX7T*|_P_%x=Tg^uo8LxFNla)9P690hfKeu%cfMebq z1>29-Kfb;kAfVL3VS*2oa)=~h!c9~E68Ax*)bqC~_`a7$w&0SR@?)yu$P~ZXG(0$T znKEaKi`8>?xUyix-k7lo#Q0C_$sRv%P0m^S+oLbD;mOMLW|UpHepPEAqlV##UW;=I z-Gs6iPQuoPct&wIAv*q15s)$wu@IEWy-5$Ve3+;PJL2;eBS1idii|R|K(tWp6jG$N zgRAoZ1AICW7Qa7U>S3|O=ZEJ!{Do1>)+i*jcrFR>Qx*HfW2@cp=IdU$=Diy$@^FzT z1U#*=xX3;>Rs^*0$mB;L{$#>49yfSbl@@7%K+Y-cnenfX4KIsJLcL5$v-tz@~ z--DPU?wH^8*)4lukuH(EO=A^Pa0N<1rJ_*Ue$k+ucvud-Um=~kov-pLaURLHq$Xz{ zX9@vGR)KKOS8l?nn}4>%!WRVH-#+uU@_F6HbyMXA74eMAcez2j^wm(j&RcIjkDqWk zEfX<{rQ2P}oSW^I!PDvCU(GE$v&B~GluDJ>rFM660dmm`g{V)3}sh-+vxiV{x9ezw0|J%%U-+RSpH%ve44fzL-6vbUj0k$WAFvs)+q5 zdA3QcXr0(o3lw3#-Iy)wV6FM)Q!#u%SB{z6Ih;;fO69IPj^?5|k5F7yU^uw|E_*v& zBkbe_f&N&9Z$A*dWaKFB=eFE5<-0iXqw^i@(jd!Q*j!)~rLOhDPy>tj99LH*;2dQ< z47_Qb`b7e-?jB;TGZHixjv{87u`ZTfhWfCVY}BOZG2g3mOrwtSzEWX$xFW6}is8g^ z))LWVSryl1XwKhl&AKoysE!Z9ogv_QHqndzigT)I2JtI*igwrCd~kkU`p1l+WM&U% z-b}^b<-@aXb00LTOnB&58-Pz^x-tZo_7};gY>Z0b-@~!;eXc)FMYk8T#XcLtuT1fF z$Sl!tCa{=4l9s5{;ndR-m9@yoP>Dyl+5Qv*LE`nKZPMSu`-23&hkOL)!xnY+hrklH zyz4$QbbCRE92=zEV2cREA+($$;-9<>Zp#naK{jxCcbS!D+eP^!H@q8K@UDG%knMid zCA#jk6xiK~-`W=UrvC*w7Hugm_51sdP7M7dW9RVuP{=Z>R)S7wnp>+@vB>9`A)IuT z0@zqXo}R!k46-v@MBh$B@D4k;>20@R;evEo_U03LILhlE_`-4-r^?34bd4ZWUe)oHu5?wy(B+aCQrb4`mW10PQ zx10sB&z!BXQ?D%zRhU>Klbc@FMBT2zwKDqq2>i!ju+AF-48~ZgPQOZowoLQ1X9Dff4$IHapnfe6(<8DLsI$1eMm2^qK*$jJK4j80@JWqMO)C^jqx7{1ilZ;1Eap7-bnczKXMX-l%`N+S89c1Qm=V!`Jsvc}BVFOb@x}&T+fO zMVcb6-KSf51L_e_)nd5IF?8&FJL)&n-bnwh?zbWQkRNsj^abDa>i4(#$$0@T$b=Fy zh;QB14C`3{`Hc^jg!XoDQ~)P1!)K3cHqV2$CsPza3AVXUL2F|28M3qEmp_@cNw*g| zku@r$KCNu2D*etV5-$&qvTM`ckzaB*&o`*8-GK9Ez;6d;k9_!5Wn~M0rU>D=1HsRu z9G0YnBp_S2owYev1#(&l@s6@QOZ5mws|9u&WtEDgz|c^Akj76_754&*)63#k+F2}0dUmVua&~8++S#$s z5noU;;feBsJvcdyJ$IrhOL=#H{UD0`>!HgT2G%}3ilsY=osPS~Ap}S-&e>$P=Uk+n z(a3P&o0iHG-J)8I5o#%B?Hvi9V-*DWgi6@;E1=_RtYHs~mf4g%awp@{CHVG_vR=^i z6*TPofWi)|Kj{w~hjq}y?WE=$#om|8vD+r`;q~j@|JpW<6=G_L$c7@(Z>jBukFIup z_u#M!UJgGFnPxgp+0#X|{>A#fo82@rD0&a_vDYuL?*SI#2iw4B5|FU|3M*u4`$9B5 zs$t|&9tkIerpY6pq|ZN+Qxe_VE>D78TFbx4apB5uNCiJ3^c3Tc2%(CX;tO+i;r5r` zLsaxt%q9_0^mZHX4JUu}q*9?vIhp?Aw<#Vm+rQF$y;CRGw~G0$yWcWC zk3c>5+Hy7cN1FEX!KN7G3N!Exy4AsFT|YnzTE?N}wl^n(V4NaeQLR97c3@l(@vS2M z$-?TT8i7fTf6L{1TtTaS;}LT=D)!v5(dnm8v7t+NVyGfsH>hvg;d&f5ZWGeG^jtlr#AfsIP|sBqyd9x`GPi|C<1ssn7>^co%ow~M&4WhGvYqdMZ0JSBskUm>xoayEXx{3Q@i@PZsLe^xTDhJGp?H zm-aI6DejC}p9h5@AL|`%fE*iNNdHShMzN6B^+%|sFS;fQT}cBh=#G<$ z?E!U^E`MoqXChcUIvtl-$C0yb4@%ydPE_YKF4C+-_85f=$qFyxrDupv@N9|WnXTu} zghnu<<;;qL(W37iW2{$lXIE7=ANDuQiCAl=QTAH-YFqG20M?9S2aOo(JRq02Zz(g1 z;Ib&*w&@<_3njG7o{1{Mi9Vg*dEIlHzI9rx0^8n$)`(l@em6hZE`Ar=5}3+ZD~eKT zL3IG^25j3wcTkmX8H_y;whFgjXap{|-JJFN1OlVxM%Qmz!v?D+wjD%lX{!$Pd%U?J zbNw?{xn9qy3v~e+cPgi){>ibT=&7UX&N|Sh|IoY1#j!IlTf%Ga&kmnb^8)N<6o8By zG@4m!|7>=f(t{9!(pKgo^Rv+fXpVx|qd8_Af zEJp2=30WD+nVTn6C&^_Fb2)Q+n`VLzvZu9h5Wb|D)D(+m0~ccQyAN*Q?_uEVOjWS* zCk`+k9iK0)YZlNtSa;_YtmDVNt@I#{HI*w3j80%bm0O+hKFt8Cjl?yY7iP zPYJiyAvb$BSW7Rvy&KI`(?sI46feNsBF~N70sanxrbhmwZHXGqlQHZc2Zt8eZJ<&$ z%6SFkdHqc2?=Lz$QA4s|FBrj4@4$Epb$xC&LyTPzZ;1Bae|*aURILjX-Z?5UmeL|Q zehVRbT(3!DNW3Fbb2RKd{-GFMhN)n;5U0!p=cv${D<~oH$sA1um)>DK@2m@!U0b8O zcQ>Uw5eBylWkhUaeB-Oh?>u?d3$S!JJ*V(8zp+5TxJ(?YO^K)YNP`P+9hYr)bJU<2 zEEdd6yPcD~yPOW6Sda5D;{kZ&_e7;<3p(_fuSqu~)+fE`mIQZg#@@ z^2&!#@Qis zAX#|U<%+peb!CtRuBNZ75C_pLIvmVF_E6s-e2FtLlBU`H+OMRaWR9_7!9q%7h~rlQ ztPs4p0NCU!;^R;Lxv=Npf17{r5G22!J!gGGr`kUsG~N5*jviRo{l5c;MAaYsQVcrK zv|Aj0mQr#9{AD>%e{Ge8v?U;NqrDxlBCH&>Iu43pULk3ogI)jg@4?Ugdq*Jw=@tL! zAm{_m>p$>#yK^9D2*VLZCKISUD`F9>5XfQB9d^>om`pA{g%)JhvpeI!FHd%1Fpgju z8@i}L#z@x@N+1_il$9UkTLXW%^le!<{kSgCp=LZ#i%%)Dubw#}I>Dk}ds4Nl9-oY| zNGUiKolhKU|0~pZizbl~#i<5UpnW^k#Hem)Oiexh?_^IV9fv_MQMp@@rgn)vGmR{p zrrn=NsB4h_w2%x~0N7@gm7{O(8e~W?>~Ipbhxy8&fit#-MeVGS4^Jeo#j!w!^mlug$R! z@=%p{RzpFcmBE5poP-6h9@v#?#f>rB(yfF=A+cz zYp3mPoG8cJcUQ2*K6EJjAV+tz^Gj^S0m#vP#KoRd3a|okIc~d{Ap|07eBA^-be;{n z3Q0-(OK#>3nc}XMy|uRrnazxIQm;2U;*QvWGzkmDWr~yM&<3TII+Yf)zG|$Tfg8F8 zkGym(6p*v~_Jfw3MmS>DZj)|tCu-#5hH?Iw5sjC4$Bm!eHDJ;DS;b;~?|HWaP<+zR zj7q#SLUEIL_cuy$D)V(gV*3$t7KTs`3%O+@a^Sc(JK|Wwk0+~pTrgjN9xKTg;GRi@ zq4`72ocsAmA5li|s_Q((XN*!0xQffMabCizCO)@QDjIhjl;SH3GI7=z#;^_|>afH) zf(l$VxojgmvZHE}b1dOkG)%yty@}Ef#35Q5WfJ7mP8I&weUS$H(&@mvqPenOdG7~m zg4$kPk*3D^e$m!!yWwQV+1=p~E3qWff?ZhO4CKC)ZhcCq;$#7n(5s2g?ft-|B`-n2 z^dXM z6l!XxNVo`aa2;Eiqw`BMF~75atN|2SD;YC|0(pV7l()>H^m@>wJ3XE#w!1PEhN?d- z{yYr0hs{7ha0nyLL$e3*N7UJ^ZJI=udp|Gc=zAO6RM@wvhV3$bD=rJCA3aVacQQvy zwG)xFX2Y}Rc?Yax!2jGM28aIm8U9SBC!Ct?p0_?c)*uNu8;IRA@9qggZ(z4ulkvJc z3CpIg@qTvItTm0w{dY0JSwv_LvWedx+Xdd^bmbGxBA8THfn4F!Psn&RR0ObwuC7=v zQ|Ks#gETaBB1*Xj&B8Qg)Co9$PnUWUx~+&)edd-X4L(~-9OsaxiZ7TM!mX#YBsZLH z8lBm^<`mt9v7fJrc;(4Olhz=Jqq5Mto*1%;$}VFH)IEl~Xi>Rj#6PeQck8wyZ<)u1m@&a{n@5>+3nGTbDXjU?qpiL_93`vg`MF( zjC<1`+sH+X=G^t3!Ji?=dB|3x(nz9Gp&H+^>dJGvP%SdN*z82P>h8oLU80iwhe~z? z0hf!F-0mj-tR_x81=oE+X#n{kVpP1-9t}ME=45Ha<`Lx2noK<9QHa`kQm!<>;64wC zu=rh~(yVjxwme`>Ng=swcqNU|LM{B~K zRL*g%fPW}>a4;9C3Ry|GiYFR4?OTM&^aKLuqd|+=m)5XJv^D;ZO-5VVB~PbRCF}sq zRW=7zG&H6=al0ka^7kFHjmFNRN4=j1_fhzqnAgze*3t-HKD~l!y*q_u__;O4PZstDSN z%N73%lVAOX$x$ivdjZ-hp>1(W8k^lHUDRYfDC!$w3iix>>fxKHKkC98PNefqGE%3O z#_5YKg0`H`1tRnX`8nRWvKT78p~^c;kjI+yuwEM+F}&-IGYkrGU)?Whp7e)ko=y{z z>WWvXovj>Qj@UN!mU{gw&`am1r+nW-1kJg1#f6By^WSwRL+Qj44lAz*BI_BSw$%2W88j#A{2R$3LL zLUR>CRToCiMlPxJHy=?1f@^e>9fJt-Up2_iH*WFN#i9_6Y18*pt%$1AjkI$!qYXCZ zw#y(pK=2rw`5Q|$Pz9btE>no$`v;3vjl!w&FIEc47D^V|w$6b2DZCZm|G}6mI1Bok z9$H(fRUp*UD1J1*n2Oxew9BcD4B@>LtmOAT3{JDn@w`2nUh{tOX1`c_CYrw3Br|_X z2xIel!u%v)0MUN;ls4RO_(v|6<#Wd+o5>VBSFS1ExIPzU+g#teYc`ABD9j&UNZ3Ua z|1VfB-7l&G%95_=ET*+t83Y#$e(-4AFHS=--=xL|y!!kKb!G?El8uZ0$QVe#`xq^6 z+vNj`#?=&b;O!maxd)L*c+aA1$Qp8RI{&d2P z^=;t)N8DS5#kEBNnt0&_!QBGEf9^5U=$<4jp zJu^KoGY|6uJn$98KD)N8^{;<{b_J$W^1M(^a2k+)(21T%CTe~AvL4Q_38slcO93cq z^N1Q(;4JUI_-Pw9r230Y+J*)W0YXX9D;~~;nfIJ0P*+Wp`xaR>;UF7$jw?ZC@Rjjv^6sJ|1Guht@^ ztkV<BpJMg_1|(GNhec~L+El2eD*`dKb#rW(DUZ7 zk;^H+n+mW?6$7Flms>r4i~T(Vu|cR3y*6B*yVdt~pd=)%n`~tR zzARS7K`gK#m-kBRCpNR*)MDqN7`4}Vi1vlV4AUx@($JaT_+#dvn@5cP z_b08P8s%EjeF9`d<^+tJi1TmN3M9~Yft+XYk*(V}(}|GZb-y`>^(e8n!lwm4<~)S! zqY0F;+kzXCszM+|H`Eg_G+ARiz)p(D8%6Xk`!^w{jElanrT;S69a)R_slVFDWzn*T z{>Q&J4WOtAD7R=mb{+T)=~pz$6A=5mmo_WS_mEJ(Y+?nxnw%Y$!Z z_m}qbKpm{tNKF(zQklhWZHZa`EY>-e;?1x`M5Nth;!+7d_G!te@s2YQe()~ zb0@X+;Md4$kOjTurHv(p+x$(kxNBQVJd^oUFS zb~@ufTYtWlc}d zamofCZ0|Vi`Kt|kV62v#S#ju8#OMRVfjUjj!r(|;6jGopp#6F(fT@EQWP4lieJT`hsU=oAhX)&oT1Q3sH`;eN<%)Dp z(_v^DZ=HGz1yv6fD?&a_99gJqn7gXHNB%ayR3AxG@KgA~?Ev1}2CDJMfs_^*Fw|-*Kd~4?0r9n=v z60Tiu?sc1381vGx{jqhUb@ZxlkPJx~o4WwO-20JU+Md|LWAkYC%co2G1$|Mq0)y4z zk=++oZoB)QM2-|mmJH+zn=gq%_Okr~l9}|r$2Dd2GJgJhFWgQ8opkLn=|8M!1i~r` z{4V~vZDm^dw1)Es5|-U7*I(g%s{BPMc$dZNf)UqX?V;_7=+HfrJ?+e=V zlV6w0srh4wOvIaM7ng~RBn4)N?Kq3WX-!MYTs8^NMc9m*H4v#*rR`X@bLv~vN zFg=5+rG5qZr(pSzV{fRf^sKgnxC0bR!$<^<-THzOe9-I4-M6TgP73g1RZuI7$GG>; z{kSRbJ=V`RBVkMAGiIOUI18+KUBA9O-8!WU`UxvZRqBsKhbh))XUb@(7QrlXQFdP; z^7m8NyTrj4^Ou=h45_tgjMCEaizo!az^?0N|DaUHq}F~fq393f_Ye^UH%7TYI#zg z%qXilMxux}@;h|*c#$yA{s=2|EB;$^;sNvd2DDtck*K%+2WoxOO_6@8nCd;E{;{@|ijBND!SkT41EAFTi!Q&v zx;G+RZceD-XfR%V0aC(b4i(4o+JQ^Y{oX`eG~vVnAEy3SIRg5jQwz8gfOBH3Z)k6Y z^UoCq08`V338VosNdO!y1Vr3QXBuyH=9BJ@=BluGW8k>=e$}~OAEvvEW)F1jtW#7w zthVgUueo}^7`4GGN|{g+2=L_FDo|=tAW1_T z7j<*E@fVrM7q@k&$3K<*41c@k_U;&P4*#i`0}c2-k2F#8W~|j*dqk!LO7!lHxN`etM2bgxhBhmLCMtuEU(i#?E@ zZh;Bya8pZ{wgL;LoPaa_(?~z(lcDb98qG`yy#HmXS}r?%Qc(!C?6|Z1;RKw3m?LME zOl<4Ej|he-dyG25{OV-co@%{!zZ1{&UHAa$&Lzg`Ho2dC>w4g2iFp;IMyG!{>|yfj z*Gl0}g`?g`hxRAXw?;Ww9g=0>Y}zoLZVls7yy|ka;YI@EwZVRR#fSj;q%AdhTIoah z*0{*xB6@nTOb7xGB)>2r;*CSw#SLu1XMYh({SK9g9EeqWp%HbJ5N38sx6BDS&G~!K zjf_+Eei|=Yv0|1)z4xB0r_T$#VY?N@j0~*;UUHd?B6EgighY#iPyMP6Gaxwp z;0`6+Z8h_X3Sej>^vi`9)JxT-c|Q{MJ@K%Y3>-I2?7Xze(EL_osq1VWy63RxQ;IfE z?+c}<`p}?bmaSay=Ug7`=hQZRIch6QaHI`Mny)KAQN zFE>=0s+@8BZLk*4c1!_gs*=U>oz#0vwFFJ3X8$DQ6AeVULt|M+^towpU<{Ov8{zL~ zaFDO5t6>)mVz@fQlz>6Q$^1K1@)gbH@6tnQX%PbR-@35*v_J>$riemWN15$NSOc2d z5T^Sv@!AOCU`gj~c-_|m>nZwuA@gN>J%3|ZzI@d-_iVZZjO=}=!hvZd^-(q^7?~tD z{YvTl#`Jo=_k}LUpWew7<+)bqv?E)WG<5aJf53viH~#{abmD*$N-Xzxj);|_uvXC>RQCZxa%qnA}b zuezcsUyw+dWf)`cRU&UKw}bzk676Mqo~&1&J|=?C;uHLnx1e0c8==?Fnp9Y@a^B*Q zn%>D$tradysm4agP*uE|IEw-Y!e4W&HkgQmc-eKmH50UQ+8mkfccKjxGct~3a>|Yp zSb2>ua2S7Q#2N1AXm&f2Eh)|Gu?#G57mYmQx!W~{j}9Ey<4K+c*zCp9!m3E0#k_Z^bNwOYP1n@jiiGB)d1!58+Kn z8MI3oHG*F34`o(Z%%pVD1vQ3Va<+~f7jAKU>+k*3hN@g;CB-SXE&*adC!AQIA z7oYe8<^ycXHh**g1r!!e!W+fB?ZpQ8Iaz>ZY@i9%h)BA+>oh8iK?$odL)gdCzsQO7 z!0Bv-R4LTLXakQPrQJ4YwbEh*1*=T+MkqeWjpQKkze|J0*4&$!Vm!FJJA&kO}KLVB+~ zl9e3;=1r&?g{-QkP%kldy+#|J-dVUz{K#UYQT02g`MD=D!o@J|WaZ7Z&l}|8E~Sp^ zC?@{~kiSKO5IXt7FoGq%G~vCZq}Gk`QZ1?XK}UvRz&dbmGE|{|but}(WflaLYRMay zlHq&xLusKcBq1OND2h&LnThMG!;o_anmPpfxU>gd$44?J!rC|rp~EyhgW6vY&wtb6 zGdPpA@r&X#wus384X}IglKR2DB`uc!L>yU;N zbh~|+iNCr?oT<+?k85&TH|$PKY8THVpP^Gt9HPd~?^I2h%1vXieB*|oVY4P~z^E@d zpn=->e4W-A^t}>{ZrxgHdSPt!_SC#p{2Aupb4ioGaMu`c@Mwy7CqtXEJ6vlq?O( z*sil0f^cmX6l7aE9{&OQ&VtaFEcL%8J~c%HJl}cOqa08sV1O4&OKL!)H5&5@3X;s6 zuOl9*+;))!ulRrB`TFH%*$<*%37VTJ6XX*j;-CmCR*6i-#xd_rn>?@xGLRT3wd1o)x{@>wZR<4T|q% z-k90DtS!jTuRheTC{d<}1-i{46Fhqj2@9D(jdylRs9;x`5VX^_i)FkP-59{ce@=QQr~0cYv((jcEno9<4(6&H6oz zX*ZaMKIht!ZFNy=3iTT@QUDgDy>IS3Th|c+3o!Z%qfEWtDUUIl{86Hx%T)Juu#`kJ zgs#T?n6`2UUs!mCX2@+{g=~hsWXJmZAcNH~3Sw1`a)#ZV2L*K(-cOV1t?r(=J+8!c z7_L%3Uo+9(E+=opr;n^I9&ZKoI;20z?DT9NU23S%q0cta8H7}ps3*}}2uF_ik}^0o z$YK|aEpj*?MqbEK$Kv}jey9&aXuo3Hh(ZmvzRMknWNyiP|8?nLWDdl@b35f?TViXJ ziF=W?Dyl=2K_7B#F|u=W|MA!#`ol15U|@v9`kMr_D}2mM=8uw&v(XPx0d~Jaj;Nat z2WmkAe%Sv|Y*%yX*jDGN7#8ido~G#JuWQAic|^B%zDDo2{+KFR3ly*Yv~f)%U(9Xq znA=gU>W_Od8;qCCl-s3~i9f&l@Cks}m@-+@A?RKQ6(#~=DEUr;nZl&xzQUz&c@MIg z?ohB8Pnx;21DWKUy$i-bm7~Pd8I|qk%eMe>pistj8{)nui3ozoW6rBOfQ3F?4oS8; z&B*-5OQ70;vWMe{v6&t>l_k|BJu?88T^u67aSdI3!`2`Zs!}PWy6Xx#jt6*#2v$UR zuCF!|Ib8Z8HEC9_)gvg3;W% zoxkeeQ3_`n+xmMpJ?oA)wRU>y9Fhlbg5cO;c=-ECAG9Vn27??$SaLw6D(%ZAKZA7dWkppXq6j)bSxi z=9_O*T^at%h=sRr0*n}C3bfr-)8!##r9{k>WnA>Rob&?TVr!INEi(t@cM{qiAHLj< z7qf}ubm)$2;VT>Jk7I2eW8D(?ia@SfBLZFPA$xW2S(D|=%imhr8(p+m$Q z4(h7K@IBpo4+!#>sRv3R94OH|yTr8pVF2W??CJ-> zIwvFWvuf1b${sv}TFnejKuJ{hb9Pbm4g2IE4EWtI1aNMkAG0eEsNMF5v z%Avs)P>9Kc1KYu2?f3ij#Y1$k?&a;N$&r|>9)nA@x#*r+qy1@bb3J3)`&6*#331+) zrcyBV>EizKiDdaz$K^M4Uh*hTEo6_FiR}b)Q>q#BA}adP5uLR7W00SanRts}iTY2J zMhepQHKS!L$gI5G#CQ;Twiz+cEvfMi)m0ReoUr~7N^O9mT$|HE)4p-Jmh zY?LM!6a1^rV}5@cVrN$5_%EzOXY9%v@4ZDdcoY`QUNIY?0aobmFd|AqVlDG3s<9Cl zU2fA>+-bR_l%LD-kt}`_x{-FXnYbASB5yWPJ^>HMy?hjFr~G-fGl>xLgDNbcRj2or?cG*#9Dx!m~P<&%z3>M7Z}KT40>Lk@A-? zSC#P5_mYZ?5jYOewXNNvwciq->;o;z7$xkY&|;4*>c-vQT?arFNIll~XWNf|k&9L$ zU^p;q(I|KMc0jy!JGuYkm7Wfu*|mCX-UtoQgEmp&QtNLFGm$WxFVgHHz$!`3`}swG zIDq^`$%%5<@!XJg)?dLpxyI8|hhP{#8xMpgrwIrA7!XTRy#VW{3tLid7+)Sk+e$E8 z#;iG0*;rKRAv+QHb4=CWM02;%Nx-vSODxvyjwckwo1_cgzY7Tf+?0V>(tG^FRe@AI zx;%bNW~=N@U-S6?GtfmK^#-ITIhy?A!b)t*qI5L4@I?E|F{jW&WnLCGp3Lcxgwt=ziH$v9qLujtk_b|o(*dFwE zV1TCEnBDyC`xp4xT!h8XW%&pEGCm6oh<|2A{r@$+59=DXX>`EvH}&6;w`@VbZ$rN1 z?cKoE77sSHkiq8HlnUkyegz5Rc2dwtWphUpn;O$0;*APAw%}J2n?ih)L)|JhKLU$4 z*k4F}5T92H8#m6M7A!yAEX9{BS%%C?+B3;yRb#}$mY&FSKiKO3zYO5m<>^l(dqF}k0+u`Y zHr9X5Znd*StPm@>)Mznw#*TF^SJFPz-@S7m!1~)nTM(mZhyC#H?YG-&{p=s8!`JrY zblz({_DpDjjT#*O$en3N$zYr8`O`i$K^Fbq>)O_L@SS5T(NCF-BGro^?_=n--TT&i zCpC|?T^=XhP7SA}_U`YAZwbA=0$GZ^BcjWs+kcW_|8qI{Uw;}T0e{gAPy)#Glf>x*Nx+|-!iu-$1^#t3}XYyRMH9z!uwRCSjsPdx1=gep=NtM_YRqqflZBSS>ynRd*Msvp^)L;=L!dCu)uL0Dr%aGPzSxINs4IN;U8*@cB!%R#F~dc zh!cumNfA6brFw{_iy%=+j369%Nv%QZjam#9en$P%9r1m$Kth`a7QKzj*HF?@wm`{=sJ{MrP?BW8f@|9^dz^`ZGBLoOnnlD0e=5|w{4|_&wmcc z*fqZOmuO>OYgPk;zhH;xBCMGU_Br#e%eQauV#*H-U@$m+vd%E`anFUAIRls~KCCiX(uXHl#Wsv<5mfhZIbSoQxe1egM$u(?N1 zG{0_)vdV{Fq8icgRy=LJAti5WG07ybQ=+Jfg0(v-Xqif8F+HoJBcX@Q`FafyKGXbR zi{%C>tFA>n5GH>J&&Ac5*0wKVJbtYd;kaNa>3p|qn{{cLaU_2?{m;DY_9E}{=mz~? zhZUA3D|%Mjg5ZvItWpT^#}B9|663)h|DTSDg=M7fnV-KFnL^%dvTk>yUc!nzc!m)# zp`@4}&`_B=>u+-~xZJ^s!$2-b{B)z~*8JE@rV?`ng?bn}iqkO){fEf%LzAHL5m{QZE<@l`v|F+Bj8^?EP2o7K;M;IDeu<3(7Fs>DR>hpo?o;M5LS zGbwZP{@fTV9&rujv+_&|W3yza zU$uGq6sh3&3cCJaSt}g_Iw)p~|M)@)YVpEOHZIPPo{CL{usey|#!1J-l+p%G+d59z1l&>`5qF5@g zgWu|sUPx%%TLy*Yqla^Sc1V>(4*~&FqWHqKq~oQgso4r$W84L-n!|Wq4n<^>nHuVUvi&a@*M?BfzmigLVhgM}sBYp3@Gt6Hio6r2dy9c?_T7|b z2{HIyN3@!18#@$gs1M|UkO7_$A3YPF-zlrrLbPdlJ@@sk=(Rcq_peB(5$OftqL@sH zk**AUeA5R3v(^8bhcoOMhQo7;#_D-bQ0?V^kWfVB9W}&!RvZuStT=WxAE@A6=)xM0 zgH0{VbzLR{|Cu~XM0TvM0GFrsjOB|$ z5um+`wwkpRQjfQqh<@ir1&7sJ{TZUpf6|!}Z#7d$_~ZH@*=~gjA^k-mN1-TZCYg}f zBXLlOt1aNfA&ped1_-*Ia|HNmW6`*I-1Z=tuzc8R9e zm(ffwe&^>looazXn0XO6Wv3TCmi!^B21f2tR}45Z_a;4VPmLjh+yCP80evH|3>uaB zp`<>`tF91)Ys=%ILbW$M3zKZa*o<1SW^x%~njc&(&GPS4KObl!WF<9}OvXk)FMRSG!(8JN zYw};eyh5t?V%~Ys$iW9 zR|A7)uuc-K_0UGG$aT#%F7MqVY%>AEb)kGxh#H)ObVA*yK*4VmmV9#|v&v#o#1@ru zVghO*XJ1TMCa)-mG)aK(QgzvF zN&GQqsHT-w$YLXZhQ{Ts=SjJr<@cXyS2yoZ>6X5pcDzuakqHETRZNqrD^kom$D$dx zuIi%mF6Z9&UWs=3-C}Fm9}iD?xdoKE?irxhJqRS+k_x?FS-#e=^1D`_T>W2|CSik+ zccJZ~W7o&>Rj9;5Rb8y#G@9LVd|m$ZsRh6a#u4+{UFh=Jr$4Y$?{G?$lw>4cZ%o#E zq?~2{XLRzYr}H@V zFtwfwK_e>BF5?O!fEEiACcC>Rn`JUXth8AZHcLAjosQ{wsca4T{osXd#0lfF3^t>} z&i307PqTzN<}8AR1_WW=K+4^YrVh{ViNJmd&*YHPRs)yT%mN1v^eP@J)AB!DDV4=z zpAxJlkRBe)t_Q`tOBErrH_e)tk4ZT+rDO5sN&7kfxLhs(W{a(ZHI@T_BXuC9|j{fAugPbJx6NSQGTNW5u8shT`_ zwCYSMiL=KW6&(KoK*YaftT3>Nl?BNWrVVuL3-@R_U9VS1I$D{Sa7&5cFlc;f zJ3SNz1hyjEG=E%-q?tF(1@9>g^$KN732(;?T!8ZU!n!Rak3Hz0Ayr#%Y4q$nl^5Io zrHT|MW0GWS*OSbW7&O1iB+)OJ8$R73T^*loTy^{0ZtL}5I{rXHLYi(>FOz%ITO(p| zxjT}!O84L&`w2RL!p2^G9Ew8Ys*F+P7+jk9mB3b7gT^R!O`}nG{M0KE3Wj}{p6-ax;WtM|d%0ooEH!85tvkNI@?I0T0vHxR zNV_UW=6l6zlx(z6yAzbc&+BI3cb>N2=jXQOC8)j!O$k*CG4O&Mu}Ya#wQbOp>Xp%C zIp1hs0o_@qbnUxDf!?G+$QQZrb-3s7smfau38RxTJCkM$E|YV!+S@FfPFIXmc@TSW zA^Ya&FTF2%Z^768IC~I$t;3Xt)^E+@cSt{ zJ?jS7MMX9RZA7!xo@g>SMba6KEM8h`vLMs~t=l9@zL zt8^s#k+JjtG47qDx@5ddLU{eIFg_TWAVc_G1*rvZIenPZCWjM$n3s~4o+(BWBxCxS&Z&EdzFO=jq1qR6Z3@rW*t~vEr<@O0 zc!6959H?5XST7$tV4#y_Q|P4uKM@u9lnTr*R5+ZN2mHU1*b!3Z1SjQc8(~`VCpKPx zFTR8Jq}>avgTo&(-kKimpIOd0|L%K}G zP+x@=9*c>1KmQoP6Rp;-&ok{;C!me!b+UBHX8odUC$=o_3+XGsAQ&>T%W8*EtZZ(Y z25Q8Ni-;h0nz$0;;$4^AC&+%)Q|CRnX>2iw!hMCfjEvx!jAucYZk9u5We^@%=F`MC z*c+HR2%!Is3N zmI^CP>|d&!qOaBIA44}nk`ixvaM-eSkiYOU-md38m|no_vHpORs$w?Etm5ARvi>l% z9{F}S5o6d*2QS55F7oSQos(RH_h@l;5+qqvlj{3im)IY3pDf*r#GU#2WjkISOFwlAszq}G zM4Y*kI~M4G_O?v3@?bu#TF2@46MSXsnE3?k{*qB)MXXZejVIg}5>)e=*CE{S|< z;_qd_Om!#d+XEok5vCw`tVZ8wY<7jYbUynE?o_A``YRON_2Enf!*erMj9|?7C<0kL z1DCw@3Z44g7U#Y2<%jE|AYZwR0@Hkp>%%LM_2|~k_t&o;QungFVr*Zs+WVm!bvf*l zch;ei`N^S!fIi?#fd}>LM!~Qg$TV)d%zq9SzSF{eBM#AlvfgG5{`=kFyG$vmEEY_NPz?WVbUaMe?Q2v<_&T_Zne>%H{)83 zJuwWaVjw|I;$!VhHvBsGM$@vq{A#-7 zecRse)!hQkH`3VaZdZShp&9VzkXlYhguKm=jAmz;vgAA(FNiEk`ywwP7pp3OfsFh; zBzYyoMspJ}PC`r}tKdTU!>5Yu8oYRj9zsLF>+M?1KCBY|lG;j=YFkeU4SD?O3w4EK z3tFdglWPnkD1+WfwLRgurw#``fAoQcJv~~;QkVQgn%P+DkS_7zxUJhNjttb=KKJ_` zel4`FLr8dcse0L@{xTB$)yXxjkv}11TgxcQKszwE&e#BD*7;`p+}t z$?w6Xjv8Jr+cAPPS)C-$dOxc&4WTd?P+X3b5x^{M4EQW8dDUya6_zuHGl7S2Nf*^B zJuAooD==C~L4BOpllC$;#)S6=<{W+ZG3xJs^okG&rLvo&cdh+IiBZ*M@uQg81F7*j z>};O%{~G|);|E}|YV70Bg|fD|HHGA5(pwmnh}$~HksaIOuWKj(HpR|?CZ{3<`~DS*-N(5?BBOVDG8!^l9k$$lP3gFebkGy=>f1*FdtkPZ&~CyIBcp#CS5qKR<`Z+f zHWZ2OVPg8j;CurZoE{1||CpA*} ze7Wp#S``RFp!}sY^YK*Hmq_WnPs7RWz&%)YfbBp-4t5{e2$h4@@U-cLN9bC@Ge}!I z8p)g?&lqw3d)Ww$;_u+vbPmi9_Qg#Zb}d;Cw_fp9v*i@LS`-V{L0guG(+BjseSDr! zx}s-(*jeOGt-VNZKlYNmWQ3ABAx7`M1*gLGdLU}8@H)@RmFgBT%|zGn!yvF{z6_%Z zjL~AMZA%Acjefz(25CJ<7{gulTERhSkY;+TXaY%Y2v|_Yge@eS`x<|O80M7&7+tr^ zhzf0chn3qOx~NSdBS1NI9!tP_W--H;P*C9DbaeO2rt#k;>|h7Fog;>K(?J0BMw;iF z*{iN zZxj)s8sKEcva~$eUDd6Kr2RyGE0hvDGisgcPgub5Fz!&j7<*d}C3m4(+Y!l%H774o z@6!xZXc#?mV-maA5j##q$ak8-Sao9sHH%(V?FOT7Z-+1^5;Bl8SY9<#8j3q+fX(LX zG2hh=H5myptA9f8a;L2ZRbSw-Y%ds1mV6lMdSL(6ve8cbfS=d4c8sU*(AiG5d*K0c z2VD`dNGV)~k|!H%EklGA!EtWL=$Ag16-@`Ut0%h@K78YLFRpybx(0{n=9EUm$mq&^ z+v^aKv~N|`9GewywMfC;r1$VBxEH{FnU{7P8!xGH0Yzi1ao!jV+*QK)8ehw$aKsXjJFKPOkX?t`f|pRjK6abT!yz%?Y%99(P-GT2{Q5Td1F%~ zh2y?uvT8JKZZNJR&`$uS5PEcdoSJvs+FobobI&HbDQAp}$liAc$XBH?BKzdE6q4J% zTMxx~>%Ui%UmwA!Uala`j3{v6xW^xLHiV$~~JM8oQJ%il8yLdTvx_sC(!Gd&~kZeA1D0_}QY z5fJ!Ez1IbRZc7>ViMFUDU_P<4Y;Tq=hN@1Q^ZHgJ4cy$&b<RK#BS}(c5^&9?HdJHDEnk}VIDAT<%KbB6XL{xh|7r$ur4(w=3>^+TB1iS3Ef25FM zVuAU)VsT@Q@&a@Nggtb<@mwx2xgoqEf@$(_E`_b`L{dVL(pt-<=~3?)mu)c{z?P6y zCkS702z#i1CX@rZ^o5zWI~IDa>Z}= znVpX5Naf&iVz%DcFfs>-Q!a}JIx1j8u=ojQ%8oecaG((r{&8TZELU1dIU}1Q=%V6* z_257Ns)nbFYm8%e_!2NSG{@KeAQTp>Sb0< zyjtFpIS_hhM7|H~5^C|&mjo-LJAFy-hKmC}phg+oYZV34dL#$P)=cM5ATN?O z1l?(H%H10CYaR@iKtb^~D$o_UT&F{(k#jw>TfChfyQ?wZ-xd|w?t>*_3X|^8-Upvi z-PoH%=;+ysKpgQ()JDE_Ii@F16a=nndE7E^u4dV+e*LE-E}qP#8EM=xtvWkM=b}4O zzo(T}mj;{1#sL=`He5lv=zaaE;{CS6lMVdMO0#UvCPAMZL9*(b)uZ}y3m*L$B?TJ*4y?aZCOR>Wh?5c{VHnF!PQ^**vhQ=1-=h6IqK&QY^ zTfH}lwNY&hSiu~U+9lIZ4S*Isf_yC1je~WoO-pU4dXP9NPoEL+}{+&c492 zeTcm8D@Zp6Eu5i~$aZX1`biSU?ZQx$)@M)%Z)ZNU59<)utHz<+PHSAiQI8dmggMo1OoX5vgBQHy~myfy7WeCeJ{HTPvc4x8- z9`H}`FdDtP$xOe1%i!;#m774Mm!Cf)Zut7d4%$9tSLwHB6lX|X)oZ5geUH3^%*f9T z{LR=R55xW-y>S0d?Kyf7P#2u^*~B%lzFCw26u%=FxK&K>xhM~GR_E;jeJ}7MGB9PN z4it|@+KunaH9-Qd5~xXR>s^M!(w^_kpUdFn}MiI6PN2?z6Fktun*nSemZsjDl+?htY%fhJLP zkyCYWa|<@ohJ=KBWoCGp_L-=sjF9I~44!!rVvaK$)K`U}SL8%Vuy!`VzX;ms4n%S9 zKl-E9V2!0pZEqkD4HAXUW=3;c5+qQDdUJbnafYIIR$XenlvI^>$!C>b+AdAA^kJ&$UY@*)p3tiEn}x6a_tfj~nyn)~2e>Dd!$ZC<+x{bu zf4wrzr1LloGAMlh>$u(jPOm@7E9711E5iw+O^k{0o$;WJLCbu4vi{(h7<$TaQS5iH z$z#p(@9}u>G5I-R^uBQ#NR0_a5xbD^WY7$kq1D)5kc&})6Y{NXP|&@?@I9=@CNOzA z!vUCUpOLw_#(auZCL+>ju(U?#t)JUG%e@$f3u}I}7%`9h&p+}ZBu=0Mh3zsbfR#}A z5%6UbM}=jxQA9THq8t!}#X%~m%%@B|8Yph$^@A<8jZ}Q>e=hN*4D!y2+>QU6Ak6*Z z(G4a~tS7v@|7&WZogrl*`I{g-_$NUaHYg4HlOPlh{Wn2K{JE&e5=amtZFfgqz>3%i zh{YU>Pu00##ntmLIT1_Ti#Qz6f*^lvL875k(Xch#E_Z=Z3)(-DZ>)I4)c$9>F9fie0_nbD7SnDKQ<4>Yo&-?FKj}VZ!yTLE$68SQ$a{GqSU^HyK||1X}b5WD#R4;MpSk4_D&h=JG9S z^ZVENI9(x!d=>P0WyJn83vFUd{uTnuVYOp&7jdERO{?kMHAHQm25Te*0mIJ+dESIP z45a-=YXR;1WrT88ok_c*|8XU3JAfM{Pfopwx%}_UMmqN&l{jK7AC+0cLHtV0>SUI# z!OP2twPSrQj#^i51)^}k;Kmk^gy#&)TH$nI0P%kX)_qPWUI=i882EY?a7k^_+24S- zA*wMI=Tu567f^CRp90ln`ZLnkaP{k$MF544W@nyIvGac}fYF6Q9rLet+|>eeyyy*d zNt!Ki?yb`v0YuU7{u^PXWzsWP#QtN)oNVA-3gx*2>h~3t{+M?v-lS56qqX3N#yhrc zReC4z9WS#JUXdP5$+X9!>7seD5b4<`ee&BRDN}e@x*M9Zd8_Sy2KT;sWV&+7*m zf}5fLc%c8?_rfVyRt5~h*(!Bj*+bbK;881;@>SbC)0FC0$du5lS~5pf)lKU6)$Ck; zB0Wl&R5<^nzi7?f=-oML?4zdO1u8P4R>%NEBG$Qk9DSix|_tfLU2`!YDj*q=*U& zKRh9utydaOt-$^`V5nZnGXyt_e{` zMmSAe-KXurX3J(rO|f6}Sb0V|ULm-eG2zOdQi{hdPD+Mhhwy4&MP~<_12tA9V9+94 zd98ki{x`Qw`vHtgM7zY&K;dtC{M81u+iW6xxetzBxKeD6W00jac+|nnK)x0_2eY4g zJ7b^c3WIc`tzF5}?%`wVak`RuIDGWHsD>WTx9Ie@U=ta})ZTdlJ5>x|^`cr&asO0l z`@NC%E{=Iip)HU+!utJ>GT*@%!t?(&HX-dxe=;FjYtED5e@AYXRLDNei=OTMkaF(L zX4rS?%|Xkwf8;_K{N!S}p|o~@9L_PrmFZu(P?&XRY<2)X&pxjcmwd7&(Z{uI;V=nO z8u7V#rgLcI@=l?JWfWhw<|Ei~?0;S+_E?8sj6{6+ol8Hp963n0_njpLhVqEuBs&Hb zz%W+keyV)1^GfEBCp^EP@QB_W+txl_XfzGN!4ojiqe>40|2;pogN7nNPf-7t(VI$} zSg^Bhrpe*ts6pcC9(rP{IA^2x^$asx4B<)M-D#ZR8X=}mlp7kC^__E(9 zkr^(9sU-0%gYL`2%AAK%&VDlrd6eqj2{H`k4w1`p^9(FA3l*D4Xl@=A$$Z^IlsopbR|bfZB}! zN5SZ#o#7N&qnFbRd!#W^e_1?{^c60SAa-xwu3e-k zt7w;Ho(|p|FCl5__*ckoe@|rHhE0%VDDqubIvk$BRPI*?n+dbKyrJjVC@C)>qQa{w zxQQx76Y(5p)s%wb_;Zuj1@N;?f5)FT=) zdA4W3=<2t=;dZC&SFmT`9j;N1D6kvJk0l`dXNcG~0=!N-a(o{=U;qseq_X3;#6vm= z6G}$$-5ZHwzZ=J%XGt%OH(8}kwr_#r?Gt7N-{s1dN4sA)ddJ1oug@#u(2m<>Z* zoO%p&ZOtFK6g=Z}9=?y~AbY*}u_x=?7wH6X zSD*xZdZ)S4MQBe{E+p*x%M*KprJMhUH6Ow6lM`wF%K!$$SfNE3qxfZ=HhnViBf^4G zIY&s^di*Tq7hU1lxvygbA$uSYnNK**q0AE>(F#DWs zUV-3C^pVd;!(fm1+Uv>Tb;Y9tf=V56g5#W6MIcz1@1ye#)+JN7f+~^r14@sqg5&#~ zd=9kIX5)%Sv&v;PYbs@qYvXQ5LU;(ai*fSDe)l0XHabKy1{fJ+qk%OA;ul7qp5&`_ z>-i@s!EBMxrsIcP79wcr97S8L*>cXiqYZ4gOkYUi0$-<{k(-f1pmI zCG*(PY3Jjr8RK#GF_$^@JGT221Ir~Y)Xh+%jeKz<5kjNXUosrsYU4Jzhfuxj5Rmdq zry?$gqQ`8GpuIrFx^}mwfo~l8p|@f7b;rM0fj)orl3m-x^cu~C$6jWZ=FG>Wfo_Bg zUgt&odXpaFMe8yCgSY`t9Ba~xqK)Vsy0p;2eIyfk>f zf5=)_;#H?pe-Q}T5Aiut`AlXunO?zniAqEhS60;;zxy-QstUa7qie%qx11{Q_=Li{ zUrklw+u>P%T$KsV#nbmrd${%pJUej(z2xk#q$mg+h#dlxdcJxsV@WTd1?mmMsiiHPDDX!B}P+Cm<-Od~HOan@7&r2b-Pt#MPh_F9Vc7NuYM((L*JnKxY+%CUi(;D%* zo6xfWP!kH0&tF18fHUnUNeU@e-MWTZjg6r=4&ho0m?t7+Op)GcYh|eUmpp^A_!iV z{~vX|WmFv7+OCZ^AwZMhP9R9|0Kwe}9^74nySo!SKp?m_PH>mt?!n#N-M%7g?fsrJ z&inC$pNtxG&ze>9zMkvubiX_j0`r{xIKgML6u4e`&ftbrp*@0l$;piAuD^-_wTozv zM!e=HjE$>#8i<@?ME11Jr&}6@f~Vt;o72lXRm}e28{kCfbNaW3$^QG0f1Z8i-Buo6 zGh}{zzHg^Ey|->1sC+Y0_S3pKwI&(FmKF@=eSi!;`A_Ftd*21Jnh}3kc z)=%@Pwf0b@qJZG*gB~)malU6;6Y(0;H|tylu#vFwoQwrXkuE?)WxoHqf!bm%i?lXG zD;Qie#oX7qB2Jv)mW2_0K}1gen~v}eLXOdd5CO~6^EMrgPWot2skydTCyX0HbK{O| zL!**Vp+-IFRN;3C=fnAsB{e@wC0rJ>MFjP}Wd)u}JX`nK2sajpY!X4F7PbSeGIN=e zu}Gm-CTYpSu)jpg(GAMi-E5_S9i7XMHt}&So#bOAwCTQ$h~PZ z%bt$$8wz_cGil4#o^OS~904!IYk-_7BRi6Nd{|lk({c0lg0z1+9@_Y+xSI=9Md^5_~0FjoHtU*!}FkoQ{Ou{m?HxsAemQ+n;jS)&b!>deN1^> ztlb<$vJZn0bh4ONj_yBzjMJ;27QiW&V~3|-WNrneRb5n39`)p`O`;P__4GKmUvN*3 zJwe0J%nu7f$?I|B5nwG3{35%M{{e=-gP&q+8M(*R`s z&3AMAEIS4HySdou`DdH`V?(uz0*?EWF>k6gtXkuqZVWyE)iqomY3&|F@{N&rtQO*8 z1YS5@lFq#o{-(OmEe@x-i4*tFu0OA4^PRN&kB$DFD>(G+3Qr6$Hci`^h|+dMVPngd|=GwqFM~Rmi{@^{S^r*Xb_iH_~4aIDG@%R^G`LPp-Yie1^*vfdKHb`?OMi z;A^Ze)rE}{y)oH4Pr*cQw6DV%a(J855&Lqn{je#V0X8}0VhjjTA_qk z&uF_d*c*1XDMdunMhR#$2hJb+4vj^!J>pct5p{34q9@JP9z9%PN_)roYj(I&L3h> zy>~HJ(WUqyo4~P9-M{9n$8==2bv&cEri#luN^QA9>tiIp1uly)c3x|4J?JDgGIDFl z{g|*HXfkxlf6Y+;t#z#EKsy=UWWX7ZcmF+O$VhHNto&J_i7pYly$Ydw+l)M_&_ju(Ewdoyo8)p`8t4QXZ3er6=fNL zNIvm$i1)*3F!ICtU^`7&oo2BY=bk+P(!@^`4*0+R3h{b$YsxZhm3unT@@ewF?uard zFdD#`WT6Q!_k42*8u7K@1s5pf!wR~EMxRWZlNKNnW^3b+7Ys9y(t1n5-N^9(ma2fo z!*3I}LatTFBpx?oJr2vw*K&ylkyuOf)(=1boUOp3KC~4tI4^sAfbTi$`?cQPcP5EU z^8RzJt$|kz6ANJc6!bp-%i_;q64l)g&%5qAt4Q3ff{qjI-!S?>)vY|7@9bnpes?)H zmfk&9xr)Z-)y4t#2%It!RSCzv03Goe{{|lS#wK?9)?%(z7>~=#=dq;x^v{V-t*R%` zO^(HvPlTJ%ojkW)x#a+@rVhlGo)@Q-XPRC1_h&R^d6a1fLf7Za>^#t^R0v5in{u4A zZEy6_9x)L_p_S=l(lWCZf*{qD{ckjHMgN3^00-_DXu}TJQK6OZa!}BSf^E-J1^m6V zL{+K_MI4J1b!U;)+l#>FN^5m^y3Nh5M!%T|Ac#NBqq31?QHXvMVNc#WMVh_haAp7*23ug6B#N zejSu0R)&`z1{dxq#ns@(2wSGfC{dCru`qt6^C;3%wnq58*eGkp$YG!fFt+9!hU=iv zLF;C5MBBd=HO7UY5OzcF}eEkG+xHHTD+@o>%D+~+^-4IU%%ZWq9o_iEZO}c8`Dx0Yw z%PYZo0Q62*G%2{uXZV$}c4Y{h8xPf0MosAn`v-GNLNxfvwH-sAtuH)PO4L8hs|B>P zNnusJiXt8b+LaEkKOkTOQ5{dYL=LF|;)SpU@BoK=(dEx?>8D9F6*3{)cFY)}gZW#a( z$;!dK&WN88e6(@^4NuEf)=vWq6;BOcRP%j1$oY94b?*1bkQ2xuuOpH@i17yLNBc-8 z7M;4PJmIT!W|PR=cYg9VZ3a=i@BJ%qP`p=`yvKUdzhSt!ElEZF&`D{xfCQyzWWEy~ zCbRP^qIKCqnzg+oc^eO#-o8g-brQ{k2>qj=f?nsZ>k^%d-s&c6!~u1?cu}xyL|uZd zX3RGS_*m>H=oSb4;myBo0xxT#mr14XdkP8suDXHNg^~R-$3EM2RU@B6x@IExfbv0H z&>Oyswnq=5->)a@Y{@t;C*zC)^)xpH$??Pr7%Y23#R=ZM{nq;ml`okltf+K~`AX2P zd?150IzW?E--Q&DQRxrB0ZEVa7QXUVZvm#>P(&i*f!G{*MN&KG0XNU!93M)a8~hZCNhMvzS%HN`pOK2Bg!+2IG8)ve)VnTh-d!P*4} zSnmlP)7mAGO`bGfBK~x0H=MI^qXA2veBc?v(?j_O2ghz_Da+nDgCNDnj^!8?lsdUj z!=GCs2|0T^Z)&q!i%*zQhW*1&lU#$+Q? zW%bQ%MPmN}1K+`l&_)c9h>{xs!hzM4v8$fVyY_eDNDhujwF#K|4Kp(S@vfJp(mx?4 z7!g5X`T3ZO#bB?@;i%qZU=P}ZMK{4T#{P^!o6`s35r#D>BVfL-!*t~JIgzy zNX0Ud`a>%|Jc(%n>D{OwNeE8b35w8VafT!tD@({2tbh9)|H8^!`4k~&V|6t|7%3_@ z=&o2L;Vwnd9bA?lD#V(j9<6f72!OAJ+~{`rpgx#~=`d+W8@Qix;#3BX3ktxT1{u2H~qLT3kygnH-sD znbIZo#XjEBzWIfhR;}*~*yDo5Ae7oIX~;IvqlZwNn95@I$O*&KqloZq4l6&R);f`4 zY*}D@i^O6%fxy{fY{?k|Ld&!0zQs$X7n5T3zxYn{%Hd`o(WZ;AgAVS!kdEC`%Czr5L*pr5 zM>v^w7Fm)q&MpO2Eag83yBJ}h6NMU_z-}MYGRph$)1F7V5hvR=Qqd4-c7oF+lVJHF zyibU*5U7W&->XfzuPX;<8iP#M*JUrZjI5-M`Zy8LpB$HA+j%*)v*v*9e@BA%Cp2hd zW!nP**)92^>m93-wlMxp%QCk%6!4oD1ShIr z$U#bsUDO>ZvUVc>~7+G=86;_$Y~|4xbe%knbz1eSIdugl$A4&l?$ z=Awx?%lX~(*1>8}x}L5!s%%q1ew^IV*mh7We*_*YiI!lf=l31q!EH>IqXV&{1SBe7 zyAB2zypJp*?Ui;xRP1Zi7${x3ZCJ~NY1tL8_ZGIMw}@{yn%=p`io}gTK`ZQFvz1DF z<}u{dy28?sg!-bbX8JVo;^1kh_t{POcf`{axuM3_HC&LYcZwc zsT2$6AG}GyS7NJtOE=RHx@Em6eo1|@@?AQeEEy%v>jxUsehkYQ)Doe~Q}%jB#xb@7 zl?^J`kTE>eb9Uw~fZ4vHA{kN#o|uF^yt3|TEmTOqL&15!&4}Xa1aW`@bKGReMNVwZ z67?(X@{fYLZGDAhvzwt|#e?%a<-7~+N|xvPAUb-? z1u;R7O4IxB6AMr<&3UrY5$K>ly}mp5wKURNPfC0-(TF9 z=lDpRzeVOXH8tHQJ5ys_%h!B+R}}l_i+20vLHVi!R+Nnps%u?SkJ4mFA{{KF&(D@^ zVsR}0pDoM|t&VyJ!OnxA%EAZj@!^=JEFb^2%oPI6Ns``h$yz%p3@&;dc z@7BH6G&@xkp9(IC;%BkWzcmlq2@9bPWzn>z5BVcXZcsi35s&*(pW9vDF8F#F{~?}? z;JSzGn*{Svy3=T!4vH5tMuFY%I{CJPDuXfTSII|A9Jmtsq}T?a`#v+Am4BP6AKclV z3#y}o=*U5TOIysqictF%$?1WM%%c65@tMRlrbw^g$g!kpusg%p<8p4X(85{DLs8nI zL#=|fr1#%C{S)XLzBT>>^#KK8e&J8Uv=x88G~s|hDwnA+7I7B5yxC6z0RkUZvt7Z{ zT9!*F0sOS=IM1C3;7SqqEBLa|~ z`3Kveb^ycc@OLRP)ac-SC=w6HVyJ1ALgcA^KIqo^DVa#Onf~KJ6ZNFqM|5BL*D@5) zfTlxT+);$jST65RnOA-XqM=m-#lg0s0Q0DQhEo8D3=mw5ZftwX%GvLcf*j)vEGbU zj$T@e@a`kJM*iT;zb^7hxZ`(gOZ#^i*n}42bN3cf;x-ku6Gx&+g;C|%xG&BWRgMH* z_Iup#qoARt^tkqGj3w<$+cnS(ZTMaDr0JHLBKA(H{gLOpRhO&Z*;d!%6VEinfmPlY z*2Sgs+Q4V*A(Br&_w&qi5HaVBE1^480u)fo-u!nx`Z&u&>D$U3OiQ|2e|bbAd{Ien2H6 zdE8lnHa(I=sDsgl8f%9=S(~N$le?4L?h&}42E9{URLUJ45Bkyh`eHd8A%QVyo;;rk7<`V6A+O z&-gm&7#zTD(#_s6&EX#Dskfjv{|oK=aHiSv)Tt!0DcjDBkl37Dq^2jWUSRRf)K1__ zQCCm@xpMFst8EXF7<`piRSETCFnKrZ=@QD#lFY@BmOhel5HsGf&!FKE)sl&OMap+= z?TU8T?|9F_W5*4Ko@d zhnDE`V7x*eMc0mSr?;CpGYAdGlPd!AI8;?hP%OrjO>F*1#!5<9yB2c3g;%Yxzh3I>+;mq)~ zHS?YodWKTZ_d^v>sY96DzRi%71d*M(cn8Loa^8=dr;aaDmQa=LIb#caf8uHsTg5qL zf`vM^Dkf+a;6i;MULiywH;sS4KR{bd>1A7~s=x*a&B-$Le)2y-pWy!+k`|y0u)%ea z3xg5g?7R#62~5T>UbFP>XoEZUgi<#fgr4R-ysm+J1|{ba4C4A^eJKuNwE__9UubbN#tE6ES$++{BaDVFZOPHYVb$^d z@jp2|9r%VBtzX&me*7Pm!gplwjs;{x*?pCOwD527FT8W0qN>nG(*r=dqWFX9?_m75 zls^BV?_^&m$q{!2dNh^0cV-{_+gWH#Za4ybOfDq_I{)N;XvFBd^!<<>&&>Oa*WPnu zPL2ol9StvwZ(&Foo&JU<4>~pwQ9Dhhg_-Vz`CxS^jr@gTgpr5(@nWNs7;YI^h7`n! znFf0>1LYb9rSi%e^eNLmVxIgrDL1?J(eag=`#O_2^3Q+ry&JztwquQgN$w#MoB{-g zBb8hlNU%b1ma72k78;;v%l5;AbG7|1uDaC`z{=B6y9rzR!m9#IjL2og?OVdm$z1mI zMg5e7N#~Qm51x~eobXS6Q6(vBBoJ#3Y6v3e>C>1^D&#-f7Jzs)O_ktPN*9VzNVyb| zvF+Gy`%}Lcd{ETXPu^yU8=-|Ya)}H#Cf_J`@?T;Gi)RId)~{c3&*TpN4g;Qqw77qu z5}BnIq;^d39IZ7P_>kLF1>h;J@I4>2sU3;LhT=Y#gFI3bSNaD`{&=QtPuP;H4wan$ z-2i7km1sA&z+n%VEdI-C{nP35fB(*aaHCbiWa>Sti^M1V+g2xMN~Burg|1YloI85p zDkO3Ytz#l`yzU^`KJD5tB|f&@GwnKd&%XEtU{|a@eYv;=0GbP4nOckm&L~`d@!G+= zhkuyr&hxf8NBl=9LGGTMk92?eQ;2TVHL5m2@TD!+jUeP@k9?e`#_ovP2_w34FG@2& zZ|JYRY7h2Qk+Gfm=rD!8uu7S=tw!%(aqrz08ZUJMpc3Q^mav?s7X-iPqn7bR@F&nV1))_10Z!a?$pj&1QorEusOeNYH46D&~bMA}uQ6PrCY-E~*^{ zE-kcJFx~7Qu48-;`luM{f`prgTV5svq*W&n-1|SMOe6+?%7kj6qHqKgg>>~KQJO)B z4scviCer{|_FqsY&!bv{TB!CwlV4|BfbQ#jjA(|XuTXBIB|QE2n!|qI-e@^gkCsVo zDnjD|o*Af}=bR@nyrTDiyg5_`L??Xfs@>EJ*#FioHS_4Y0oB|5?yPur!*3i%bw!{* z8-_5EtRNLI2IDE&5(2edq(E&~*5BH$pMPt+D0z$m;t(OC%X6^tX10R}XSus+83*dZ z{>H<8_d4h?4 zlX)a!e;$$6L9Wz7-=qDN@y5N^yZ~Vuq$#)0Ec`=7d4ItYKLnp`^9BUhQrwDcwfS~s zE}?2Dw~)A^NYrEJUxA9;AMTe$p&oI6_RrlYry3-cFK?3MI~Pudmxy?6swgvH_|kwC zumk-LhDX?zS@-r^k+j2HY@hE3kN*vtJf4x$$fXzdox;w0*khPxSi=#MdCaJg*W5Wt zpA*Bd{mWc}u26_%W%l4ajLbF9122$62u0Yxvk(B>rAxFwy;#-atFc~x%UymP#bwKp z*u1|jiva>c5w9a1a3|BGdk|?#Z^5{)6d(Vy`Z5k&UP#H*hAZ-aNl9oT##G!z>k=C9 z=*vxhSX6AI%D}MqqbGr+3QwKi`soFWWt^cPN1tpbs%g-BJ??vYJ_;QY(-wBc795%q zHU;s^#U&+)lttQOIiYh4pE|tX6M0yg?gitmMyu;+W2gPCBEm`F4f(BS?k&N>)%!;eRJ|@ zOv*FAIq|8Ts(U)$Wrg{fY$D6syy&_x{JSH8!I{7huvpalJKeoW+%r-f6{1>x(L@e| zMn>P#hWK!#m^b)`p2$EAsze=T{bUH;D?) z>a5wV9`nixeupG-Lx;4%G%56k-!kHzZIlos&a+sE6U4zQ&reZ&3FDE3H@6Y0s;yq0 zcii~;mD?Y>0ii~5$bNX0TTRbUCS`&l7-J6#hLd&#)swz}ZiTD$;jxVb|dWSBE|$6=4Xp z+eq{Ege;$I$N-HwDJL_S?~Z+{a6Y<1y(%l=z8d%}h!rOL@+_V&thS@I-T#z|HQ!%I zs@0PCjXk&Co^L5!54er~7772ts)2DxtH$-2!$9O+$gEt_N#{^!JcUCXWZYp+(Iy)< zhH4oS%I=~((u+jAyUO&Nl_*mPis?_}0H^~x#@@CUhRrS(!F22G81kLx5XGLIrpjFH z<&$EoEpx+VWaB}Gg7(uiaIjD3gu3GqGSqpK?w!Yah#EccNW55OhAv>W)+wP}qe@zu zuC@GIq+2>RDw@D$kC_Z(^Xpbu3>xJCZ9yOCD#F_R zI>21tc|DH#>>k&L=gD=tK8Bz@KF>QZV_j^IivWonjnVS=2qy}K6pqSlr@Zfr?`;EY z)P!a7)s%?p{$ed~7C#2!Uv)*K^do_tpk(mgaq0R}3bqfuH~7#G4%Bo1q1WPYVZnLZ zS$fg)yPjn;F*M-03~(yw4CdUmUd?Xnj0yx3N?h(wWm^u1CH|MKX>tTv{4Z<`b|kpd zq>aN-b5AZ_At?OoLQpA@6y)Q~)W9e_TOSqJjEXRimZ%yQ%TR=>t{^1#J26tG0lfy% z3@Ki<%O}E{KEpyC^0=otXxvffaT@!?@gDEuEHf>xiQ-bw#Ld*c*-lE=Z=s*{ZfA;n z+O6~@+($SKnesw=r}Jf1qI;f{JgtV%D5guvK}YimL3Bx!oQw}QS-1|Lhdg(Ds6Y82 zB#L58d%R9H;?9W&DW6bJZVe@mr{F3aUiM2ebZ)#U;yQLe(Zl01W*JInjyq~tcWSts zOIxUt8+(ub#Uy<(LiyoWblx*>Qp;w1B(c|n#5Y3O8AqZv^D4j_<4fPNBd9+7JTa}~ zjH2Z@bXjGL0)}GB8L9M~zJ-)4bej*!ibaHdY&7g6{#fPk&SJJ9-UbtX<15svN!o1Z zH$+hm*<&Zxp(N(SJn3|qZ7rK$8^0`rWiFUSrwpO8gP?zi{1?^u}&zgO_;Y_BxSw*^@#T(<%5^zwST&+@*1Qkn8;PCKg=Ubrh17an#xk%$tv45 zfH3I-rr<<)bB!%$@m7ep{6BN+N(=|NKEW z_C9@RdnTSMc>!;xBp zsYZqo5gxWz@05g~R=zPVPO545mQiFR##vRLhHasc^!Lil&vH9-28CsT+9f-5y%W=P zPxFZz;vTtLW*O`;#ph{YUl-7cybCBju&v+OwfrwrR478DQu3B*iI_NwK;rqKCzV<(R#$S5s;w=; z7}tu2rqAfS$EGQ(GK-R@UwuLQ|K*A3zW&P-`NIP|k^JqqMTnUH-S@uL8ApL0{ZHrS zCdxT;nAGF_hulBAd2w3x=sc^!D1G*h@!wmF*W$kVg00r4VWUt8p6G<7as8*t64rDVYeVsz>(*h{~9oZcbxW+;Ri9Xp>tKV431O9S0yaVA0o zSahbB)Y>I$?<~1}c+vLoFBMxnTpQLZBnt$M;qibyI=1J9ii;RPN{Ja9l-hG>gFaY4 zm9SjZz@GQEgY|$FZ4E!=3pp%7;)Dca@>7S)wStsnIus)jeM;w)cxIgMl|IX2Z2`;q zcv@RFKi#Qtkg>*e$&YCN63)oTNPd~pT|)i%dE1f`n4`^!^VS;q33)jg2R%Q6BM6e1 z?O;JZ*FfD~$Z&qTmuT&RSN`I9D0HB#sMlwP<{R$Ix`!`M(JkNqob8N2Vu<;yi!p-OOgoqx(=A$XgnSB&`(}UV7H^$cU9j_F0Gq3o$zML zz@C@4RJcuTBnVKc+rR+tIOw=p(!`O=pR0z)&|1~$3U&A4TRNlflIy;s6*uATu=j(4 zL+t4&;>qc9lN$5gj{mjkar0HyKxy6Qi`c~_k4GiFjzkrkdW~vxiEQ3`O;dDA={(nS zY_uzW*e8G>ICmtyEfupD-(hX6%SoT%3W^i-Kn zROBYB``RnYQ8pb<`gwxUKhSf-qnQuU&(0@JT~jIP@E}KCIm6gTosC+;&{h3<_)1-l z$_nwxQ5Jy9N?{^F%F{+Atcp(S7Yu4wvVD`u6(-M-6p!)-*4*nZkN zv&LO<3%X6iEd4H`0Fyz$YV z>6R6*?YP&4Fbd+ex@v>quW%)2B;rYKmqlWpTQHovkk^#RS|pNsRfyE{!wzBW!#?X+ z%T%GN_n}5LleBuHZ?4mLO2kiy^i-ju0Ou`N0Rb4Tsz^Cv%MxjLWJk4xv$>n5LwmDG zVG6G*emRE6I$Y8K{Pc0B?tA{5LEPoNBW%ie47fJUXKQnziev zrIDMhFE=M0Q3dw-umG}0J&wy0s6w1c=0|=i%RL*MckaIXZ9-PTmN?HBv~~7=#_Rr2 z48Rbh7j(-(mtnjxB%W!9v8i9|zqY|vu-BT;R@@YIp7QxyfA+9nzgM~EDuq314OD6X zl8pFQ(ii?0Qh<16Yy9~}!{P1qHB{@0DsN-I zN#LVqS&Nb72ee-AAMT!8GACqt0_hts-nQRg9EpI4?CLtlX1vq6eXkb2%C?ss*m9)0 z_4g^(+ZnanHg4wOZxCmpjx<~x&8HtV9V!>9l+mYpFV!=>MoFq&c1^TuSao}89g}O= zSPORv?K5%secJOXQojCtghytwMS470 zSLHky6%yWhazD-#MZxb6=0PAIJ?$@!PKpjrvUngf2xZ~D81prss_}QgkqZ*e7)Xj~ zZN6UmiORE~yElya+S_|1{#%7E6!h(_?Sbl24chmi>O}KLkE`3ngM0%cM#MYk1*g}G zPCa}(?f1u+_R@H4S&hg2o>h`i_Qk!qh^}ZI$oEbBJP)+$F(_u z`vg84?+4FW>vL+;2&mcQD}7 zN)T~b5$H)&4tHXUKGvC;H_1Ljvjh?6+#gg%NlUu!V(hUZAQP>$M+pQ9M~Cs9^4Tx^ z@Y)ei6@r23ofIeo1sOjG+V z^OETE-MXZ$&tKUtnj%5#_r3i4mbFV#vZuN#+rz04&qk*T7!>BWGoSMgks>dAxI(ioiP3TLqaeS+DPT&gV6t=I7o_In9v zX_G=#9L)HMXFO(LZz9hM{=G0(j*FuCyXdrVDhIW3IwRcpQ3}7JcEU&W5TZr_)~sv& z?E{x}3o|4%=c2orPGh$ETZH8zDZfB_vEi)MbBsLk^!~Xhz_qhqN@__rs~3LIX4&~! zh{duSx#4H4!LO`#p*t7d+c3TYtm`+LZNj-u764~?v{mlVc^VPYXDyYJ%}@mNwqepJ zRiJa=jJCsVeQ=ajeDlit-V-Ucf7t=2{Oe+2{HETD474XAlroYoX@k*#CwvdJ(j;BR z+iT00w`Wg?Qju~H0{ob)MP+)(EItCI3~xcv$_|(W<$~i^gI23ri49VW2MS5k&4c~8 zZ9A5~K_dZKDjqvEQl-gAO&~(qM`v*@h{iPSfB|X3iteAGK%VOvp;4r~>{4dZ_B3h7-CE0Zmh_bJhRq@G5bNKQgiOl~AhZsP6~Fwda*{20LCVq-?J>BdB?ta+nQEqF#>chu3Cv z$E^Vfi0iu;lqj$WE^kbKe4Z<~L4Q(eD}-`xj2}l2oQq^ElFLRo7Gd=<(azd5nu)ZZ zCv@)rOz9~~ao^f2%QfzSAsa%(cCC2RWoE)H5Id0hsy$|6u)qQXyWyhno97JNn9nA& z)kKh|e@`5&!cBhw?f)GqMMN~yz?bbTH50` zbnjDgyaE4)j&yHlt2~QtHG0h{-0%REjh@k%bBKKwO*MBosXU@O=7~FBshcB~r#jHtq(2r52 zh1hdF{#ZR8)Ns;*;F-LZ??EMWQEC^Ti@T3g{j?{OvYt3lF34Ytp^smF-@1QQeZAgN z>ZJo%s`4Uus~a(4(0~4z>0V7nQhh{fGrSaE0$TnQMtdYMPw4xZS2CH7f{%?va}bWJ z8}|0TuFti7dnDZsus!IYwP-_rJjomxE!>nmh_|T1Bx9?*^+}RX_n?YA26*_XkAw?4 z6c2`$ZA8la8`vi!5xy{NIw54O1wM^@o7UXo{!;|@TPLx(e@Yh)OwF_#7gcmF0xK>RJLjVf@CFNqI&rH6n6OV8d2Q+ad; z_V@nmbA&zDCK>i6(8aQMicWksHXf83OfH!)lY_;eZLuCo>bMW*?*JS#nTwRe@rI9l z5J!Oj&=E}RX>lE*=Ww-PKb!!~Mce)vyDb5JvD=qB*X>Dw`YFI0bLCq3{;bFC4YW2I z`@`On_oIUHS2L!-#mGsk(}4Epyus47XAH=#H>R)+ptizBM5rJw^P^DIP?kLuy$vcg zL(;GWPBoEigbz3$qCMl+M=_z*Y*9*x(52=g3K29g%fqCh?-?DTn#-T2b&n~QmZn>m z<0`E2=I2kmcHDlSvN-NJNH-t~vHJ>me&GGcawB5%2JItFKJt`;rch?18$|?8OD29R z$l@m?uH_fzX9jcPI_RDNIgDw!xB8LQpby5Px61UowT0S&URoW;wAt4*>F%RQ8hAJ( zYicEC54`iV#KE{#5s9=?>a8+6ABFliFrbSSJ&QxQOF}zY#w(r;D+6Y=M}+`&fFP`h0<7eC7DZ75n6tn(dtH zj&=b4v7lY(p!O{%Ht_VIWlU2N9d%#_HZ=N_P`N$&5pIQ`tglIsu1EsC{jz31{V+Lh z98-BsBK1#`mI~L2I_I}vTL?)_`p7g8FwX{>I|cr*P@DN`Ql;^iMNY@Q)EWCjBlcw& zTwIQ2_)_FGRo7;K{e$Z9fpG%qGAS_ty3|ZhF0~{dW|ndkQYG;eH<;HmMZS+ps#gK1 zLjtK>3b%Icw0&vr2s8*3Qa`Aeqi#Yx*GrrYz2UDa`TDof>wJV@99iJ*Kb=fiTlLJw zOJj&_;|)yyQimdAW2d!h%Q)0WFoS{uV@e1MDCVz+tq(#uy#E+&3&pV6tqjkOiLweI zLrt{DjFuhTsRw=N{*>_A_PNH=jOTvu7F(=$7VajLfWW54{Blo|MFN4yYvT~T;q3~9 zEGpU`BZ{jg+#;BLYbV=C62yCy6`gp;kphl(zm1>XpoOQ^YahoUxcZ^eD@h2kym@5h z#X(Lbrp@fSMRU6e@6UNl@pq}9Au=z!2rPL`FFwSHi1o!17dt^U-Cl8h;rn4L3IDeG zok}fe$hjTkbddsgS=nydKIu{bytj0jozOk@miqQi$L?z;wdz;KqCU&N5f#! zmf>Yv4!EV7rClhYVjs&kH&gExPOx3VwPCq_en|wi*;0&pECp>3dx>X>xW-j{g|Wfm z_axAT?i#p5JJQxmK09xNoYN>u z*U@Nk@N<>!K1Fh?BiU4uT%X~Pp>U<%cDfP~7 zlyjI5|Lj1HL-@`1NPRTxh!dMa?)yky#$lF;%K36az2BXond9U?Q#$!!?rdE~o>;t^ zQd)zDd6cvCe>!OE!j=^}LvLrUxGO=UcYM9^_zuX%@&PwKCHkvVzclZV?*zW5;q>h3 z!`#~*Z#p|(fiPff_JEF#Hf0|bQEmnkyoHYZdTqPiO(xjTN+gVv%<#=v;9)O*4DDM= zb6e^mmuqWNV~Wrwdf-hcI|0RbrUGMSl&=rS^`{_r8_@$r1pYw5=E^!FkA)r-@+P^a zil*bIPm63bPc}o#W#2vLXlCni=XwQY5ZY92a%pv%NK%OdaWQdG?RG$*ofo z-7d#m9rj)z!ybMQRaX9lP{GcxU=lBcZc zF8Qa$!VCJT5Y?(fV~Kx=7M#4+6eFB*E1?_&z8TF0PRz%g*flj0&sWo#jfb;f!Kery z%4LriYnNBRaeL$Kj?c%oF7rAMF@7a*ID;HP^De-|kkb&R1i?1ZP89gK>aKG=G5)VBKFxi>l-T}4wsv)V$D`FgqA7X2S%*yy2 zbZnI~UUh^E*rT6&Obo|#3Fr#jL?W4^ZFJ>oa8QI1CYJeGxpfnXf86wM+OzMyqCQ1R zQ;D*YSqw(W7bAL&uwuQr-DdWX2LJwE=iboJ{8$kgL7xP?okOMhdql{A5h!ht5^41m zP}pSbrc}pX)66gZW^Fkyw=fenH}+nb_M{}5wsiMz^(?aq73xql`nJ)bq zVzC+1#GCL<(sYuFn$HBg*SH}oA?LKl|5jQGJdPUu~L zhwWCQg~)m+?bFwqe?)A`5(fJhq}p1==)I#8)@P;*)uFJsw$W?a9;GA*Eb8ab5AtmZ zpa*tnta+22AYtXP2BhtnjaUEka#Dc4kYJ^sM_4_1zQ|RI_tAtd|F?Z zVtu3ZEXdjYWs$pEvL2csXUR2NAh-G3{9>CQ651rS7f9+ghF4>vACp6rU|gYh^wi=S z2{@CyDwtL%W#`YRe-_kXKP*Sx9EIIoDgpv&hKEIu0kT7xV9;=#fA~FM3tG-EK@P~K7$vh z4FULj*7|SBvRwZlOE(wET_f8Q!g?IueO0xH%BI09!I59DwA!;TgxL>pJg3k#H&You zN3DfklxQMYdY)O_OOM1CF=YOWB^YJ z6AKqbn5X#Yv*N@Om#dgEa%Ff+HN;)KByn}r`An*eqN^|cPF_dtwoedH#8JfCOJcK@ z>%%XX10*&uKu!6G(En*nl(k7sxg9)MJ) zTNKV&AOKpf==3f%NyRt4>0+!%8>&`?2L0=jXi@`G!}K1)bBw73~@59OM7h!d;)WIMLfBGv8NA*mC32El!}wyPx%|mg6C1DcIo61bT~l4g5)`rtQG9w}H3X zzR|rI`R?G2F4!NrUD_HCWK*oI4l&q|4heK9Mv{sM2Z^0arp|Dcb^E^wU(p>^q2~t2 z*%zIfZFg~qM^iEEip%B>>noFF*!xQw^QDfCbNHb~XsJOh?D){r;36*%w}>9{%Q#9w zDr*u@@e57XKGx02tHp$@IHOZch13~Z)ne1Y!6$_|pY%v!4 zH%DWTl&zV+&bcvIK{&UNHRHB3T$P_YROBy5CFXDq|F5FxS7yy;tq_2_mAakMDb?xx z7@2Y>V3b`qy2@7_MYZiRO7aOEE;{mV#^q=}Lxf<@ao?W;9 zDbf>XeqnJ9CEca|cNVui8!e1^tb(1?&5n6IpEdLTez+5Vrkfer_F5oHADpM@d}X zb0NnYk%AeuR({N{eW8Rx@oD+<`G5J_Bw#qhS1zw`9{bNf{B3|sTPX}F7Em%68Hxz`V6zT+UqHx=g41`xh!@r~ZZK<3vg44!)arj@9v5=HfZZxLltScCr z+7}DR%7WOpf zg66hI4JT^orogi*uERp&e173{hNCkg2~$M9J~*CvzWJ6|O#dwq>rZ(RRV5YK>F6H& zj<5RSO*u0V!haCT{a03p?3#0dJvHsRTefccN}=E!64@hJ^8()<+zrSc0q||lS8|P> clJjSfYDPVe=#W(*6!0SDRn4lWo(^n=tN!+y?7O181oB(_w@^?}$WoG`pP`^&>7byX z@!r5euIQxIeyk#Uc}qo?`3edaasm3!PmoV2VPz31Dafa?v7@P}os)$<=xn;~qDBHy z8Tu6q7jsM+k|PWUR}31mmqm)tdk!clAt)(PVHG#%!!-C*jNjJ-s6_FUazctcen!w( zD#ciyIG!i3y@PnA88v z0#TB58P*7&Zc>-&>d&Z%Q9^VuY#P1fJ#K%ELG5cqA>=Psm1W-bf00}WrV640v{0l? zsTj0(m&(FiJLinoI~$G0f5!038gL@rPUr0Y>|>t+J6gXLt8%!ydT#YEv1WkSuw0 z$z-8`w^+H-aWtRlsU#eWXMd!o9!P-=;QmVx-)XeL;4Y)zL)+C}cb|)NihfL&X{+ON zTD|{WtQsSYpHJayLt1G$MXA|fm$tRDGjwhmYB~XQ%Xw7HBrNbwj|3i6q5M-biaT#& z|5%XrmgZPmgDC#=Dj5sU{%IgG*z~O1ea2}yR|=y@wM1=_C(#!+#2*R?=VE81CR&J> z!z%m6;dhwI=InRt?dY-iHxUk;X|*{^ZbtrLu_K=(zry}~0RK88O?i_$Vo+sP$8oze z`a`WuOR6Ujxn@6A69-)~u`^pN)a3qhe=^sSwMdEe39cb<5^SoEirBZ^YGVt!E>Yg@z{6R6@qEl#?6;H{1K4(iml;Bzx*Ug7#=Nwa+4)AW8U`9qWt*_*X?y>_prHG#+m&%x3p*6rO4 zK)U%G4#d=F+(vE_3pV2U^lWR{Apc%9>mLTC( zQr{wD(#j}=ih#)qedxk!dNADxhiG29H-C|tYo%SauGMs$wx`*sED2%=gLv)#b_41* z*w6Jcl6osznpHMchfTZbUn~tx`jX5u7^ezESCOHU3~PfEh#S5NZQNgh^B}JOx!r5X zyd75h`!SHl>RNs{m+2eM^_?MF&}BHDzS?e?r%11@IhIzPp+gAY7-9^0+cQxiShTrS zv6ET%Cmk>GJXbEUsi}J{E(YKFQtaCq_&tf<^Lt)PALK^g91KVd25+}$3mhUj#@Ja8 z5q1+i1!O#WhmhNAJ#$7wvoFLgTpX zSG@29jJ}oXw#W~~F;aySuvbSDvRjGT8}v^q&)wQC*8g1V63M$+4;qZ%rR0bOW)8W} z7wvoU%tr7h>%h>}B1a1W^zEHqv})zC=T`5Ej^e5y{(V>c!a3RQ%{vbiC=b9~BsfDa z?OI>?M4DDw%(OP8x~{x7tA#2N4aXiG|FS8?1p0=AZJNeDmhqpKmU)OSnbc*ZtCx-k z_x96wXWF;;{Aj6^pQG9bL1BuxEH;UtB~N?Hsphy+{SIMD`Q-O0oc0lzBgLnMN;#$- z-n{$WKm`4iUd2b{{2>(H!!?M}9!r|1B~MAtT4d5DLSe7zG=nU4x=bK~XecEr;eDa) z7X436LZee>!G7jYhiSWn#F@}g=qcgKMl+t}Nz-9i3c`h>1vMI#!ptc`N0U`=9?Mt! zUcE2}EoLLhg{nW5H-`^^U^ZMnCev3acO140Tf57x?xBBT(@dH66W8v1vGdOn-J@OS zvo4DB-R-g%k1O!qL}3OkYV^4OM}|?`rN)U?u36O*$G!mFX5Mn$7PW#To3WrC^Pa%)YL6?cO*~l#(>_`PQ}JPfY30vPjbp$U@3)Sl7H1c086dRL zF6KVV(%|ob2>magEF`x<#M!8mVLOxP6N#0=}?YO-IqEGz{G$VB~qX=w6iR z`vzVzc0AGytI;KBv0MK%W9Pfvo6waY$ei^`dc0peF>~vb4EMM?7|IGFwBhLw&oBVs z{E>N#jIUFhsw*M_=TyVVb0l8KrV3t+mAMT-d()Qomh;&Gszg(KftH%u^)_|lFT(Iw zv2a)5ptKn+_6Q`x+qOPr!dw4%Re2Qd#snmS>ymx@MUL9wk28sTtH9UPnOzg@gw293 z5!u;Pcc&|_-)mJ23KABFv@IUz!_$BRtBP}H;a5v$)e@CB|GGyK;9k>UTC>`uD2#}A zv;q-{Wx1J{S}uj7>f&*GcGYygdi!(xC+_*;t5x7-w0d}yH^r;9T4@C`Z_3aFx|xp{ z+#KDnx8w6|?Y?Bdhf4|cQWKlkb|zyxL{EuWlm^3uEB$Zf0)M__!hSZZlw=?2j_57S zQ6{=xsPTW~HVczg%n^fZC%I|(3|7TtuTZSDRmwkW%Jbj7XBCxA;n4MY@NOiWcwn;r z)?GMRxgNn`v|hv59*fuf#;7Dd%M$<8xK>=h zYJ)61g%kRH(L_WhTBrI5V9J}kjH%qt~`6VWMX zKH&^o2pfxOwo$mP{BLzZ&cDBtoR57c+wn#|CRp|MIgNMGFS%+GE%Hc?OkJa4H{Ekk zii(i2+-$ zZtk!_iyU#N!(3l4R`Zb`Gi6#yRo&ZPkUhR>*ISr5M%flG8t#;@ln?LI4ORV==e=u* zI;?h5CZb1A)~a^$46IeR+eOPpcR4rgkqvnMHT!KYi;14X~}7!7u1 zP@7ks=BoNKC9cb9QXM`G6snb3^}F(Yah9D$yWu{*F-c|BGVlm?g2+HOEl&NhI;gnPKb#u_aV?;G{GAN^qiMNTEf_R7wme);?35j! z@4@!-n#dpF2`f8PiW94~>9w#}@ZrVRQcC?N$oI@fQprY=8{UXdDEv>d0{r`I4NX#$ zwmO+(sp{0E(w8KZ1qlmRY@+z+_!+yP1FV8vs_jcJ_vPDqcA+?8Y@|3Zc8q8aK|drn z9FoZqN6tA8X5M=sv9X@<_qeJ=!%pl+8#5Fh8|>rW{7Ds~rUz~+isDU~F4Pm5*@sEf zNXRz&5eTCrA?pfgX6LXi%@k{#Vkk?yT+dWe@9`PrcEa1VzdTEH)e@9aebyp8c5=w3 z_|H8bvj0nx_-?hV8Bc#G@SwMyW{8YV7Q`1vw6PDVqd9G=KT*x9EGP4=70r*>nx$cp z#_1w_yin9E3RN-c?IlcuVbR9vu&Eyg7|d!d%Cys-xpx?W1o*=>X6FSq?NrAi2A1!E z9O9o#byLj4FD*D=Xe@n91)FavhIT?~#Y37l*9|xkAm_sWt93x_;S!(vwCF zOlU&4>MYM!)41U1k4miZnUYJpjjQ|rlh6In$)v=etijQ-csM&C1)bP*UH;?DC>e*Y zXhFn#-bolRM;IZyR{Mip6vNjhsRpewD_)PoT4iI}YUP2pk;1e2UHyeU#8Qc>AO_j* zXt+c!))l~_0?Kb9L8}FqLMFXlr?OhZNP2mAFWy0MI|H6y0uP|Dgb(X%vif&lPRGuF z7G%s1Mn!m@d|)*nm8KRHkGnjW7jfmglM}c-#UNm=Qr_&JY}I5PUaglS=n9T6QZ7Ka zH8z~g?CH*?ka!|nMaF-hU84c1!5HS&b2DwNvt9u$agPFC-{e~6Tis*I5hfLr8!RGn zKd&=28|C1Cap;(e{?E)9k|^g!3N^(wS)bFFGP$mxFS9rW<;v*RIX2m7WKbPB9|fy$ z%M$srz7qc-U1cn>)r=wkTAbM6QpluPu4lZ~Z)U^6!yzn>mReau@E}nZ&?O)4x>Hen zCBEf>tugS5fkhyZWH+EsGA2z8hNzHprarhpP(w}XOd*v^Y4&C?dV%+Sdy35IlFzey zrNL2%(^!kp%4C^*RiN0GT7j_pz0|)ei+?RzW+}R4Q5Vd+-CxNJ;dPuO{9q6yg1n*A zs+Dw2(}u16Kl?apc84k{{}J!p- zIvOJ_OR0<0qpm3b(>JM$U?*9+ySwHp4cq8uqOnzrRiY{7k{xOTUiBEyV00FSxL@qd zUpFMeea-`4K`+?p35RV=D-rDYFhlw29V?U1m(R zBbFk?f~_q1+3XCqIf~mJPFS4DgG7GDOFPn{LJa4B)KgJHnv{yn7*vt;q-Q^ewP~$q zcZMeOWXg8&`LxX@qlGx$bz+y|BB(%0+=J;wC5VHWi_~er|5v721IuDm=>VE|V zu@?QWvLD;GmaZAEgy}D^;cb);cI)3>`91PNOF7-(~-s|9@med;clZh%M`YTlE8@y?5>V{=Xzwi4s~s z5M|fMoQ6cF@jnhNRFCoXOWatAO^0+T$$wP7?-jl(fBIqGPx!Zf{_)?E5`u#yLo4(D zJqv{MKblU*bBcl}2umahf^=BI$zJ{AroX@b#K`O-cQ^Yb{D0M!83aPf#bf&Y7jOfS z0WNeai5dQ1x=KcXfKz6jDlyEYm^AOB_#m47|0W^u|3bpQ;$bX3jDP!!UOb&H{#9;+ z-7-xIhiyo5za%=T?*>(+N=FOCTWFs{D&ZiL7o)7Sm>`GXVcvi&zx8Z+TpX=>zpVKu zmp``0TmH)WZH@H=PiBNO|zum?Rs2p#8qMcHUVXkHbcTk2xP=3Aw&PttWRR!1G7l7Uvj>NP(gDu^T~$j?A9UrtcV3 zLq7{r$sdjzGC(T;@NoR{bhFC9eemV5@yoS0ur(o(lh4ZH{l^AKw5|RfgfcpLPcCCh zDw?&@Jr1PY@8Z-SZy7u8C-rjW0j_5^!3biA(9;-h*G=ZzJKFYf^|lM&KE8P0Iy4>C zFK*Qec$-W^0FWM3!8zCS$zcY>m{26Irx8xNInl)zU{t>~1WoPh2pr};m(fMklzK}!!>$(4-9Tk^} zG#?3LQUqdUmkxPqe?=Kzba8{d$}GqJBy(w;Bip9);u4ef?to{!$J@}jtU>jRlG+q*dcQr&vp-R({mDGx9mK^C+A@^D_6VJ2E0Qn1ES@*cfM6*&E>Qm(^& z$o=jYoB1eV5}W0Z*7Hdj7K?FG$PQieVbyI)?)+EH*nRe@#pcfR)cs(+?c$;5>P>R{ zby(A52<_JIS-qH&^7e&7n+@!~($lZP#){iR`kZWHy>;I0Rp~ zZkQ5L@3!{*U`q8=zR3%K=^F-pdCm_Mh?3Ao)*lc>`dAhCO~sMJ>c4un=nFP&P0Bpc zUF?h{h@kMRoO%hR2NC;dG=polzhNlER)@Gtqo7b;Qk4Jo1!28R_7NkX3gO2z%+YBo=&$s;_Q<7JTBJcAxmqtf?*+^yb6 z5y6(X?ciHN_P_Qa*U;ZpZ#s9D>N?o_0;;-a*HcxPhbjm z^=!JQ^vm;8S|So5m*PT$wfR{1qFsk>zFYb#53ya>3OY-ao?`_KQ(5;^DqJT*$FPP z5J*4-7#7JXIbFJSAAAQa7nAX9mqP5*Z+Af3zU{+F`$PGXTMx3M+-m#z65`mf%~%xL zv>ea{aWv{gv=5NPraDSUZ^ff4sN4oa^0zmWhCT}uA0~3LJQ45ElT}nAlVSF+WOkWi z^$G@&tAMS?i%|?*A{72D;2j>XOQ|mj3n;kOX8yBX)1BG=LS4y{)6FtZtXB#i4|xUB z`D~$5kB6zfGQ~he$1{y`f&6d7lHFmjeXF6DxRMw#<@i^5bU%D(Ig1TSj|SGAhqXEJiWFFus5FNxD_ptL;^Nn z^0=U%Y}0n-e!85>b3Iw9nohX81?gR|pmNGU=WZr5>bL8ZKh1V*Wrs5Sz^2!lOEUgu zve_RVll}F?HIjHa4+4ohCi#*oR+YVMw4fDTS7p9S&f-jH8aEPuud#Ytxbs@5|x4JI#V(C6RcwJf; zd&tX`hB+89Nv!5cUEN|r^^SSc47e`6r{{~#>3oE0^c}maFY#2wfR6L8SX9AB#q{4S zqb+MN+#0)+Gv&Ixbd0Yc(SM)pE1L4{N_S^eVG5A7I*-t7K_afYHh(tE*fB^r5=pj$ zjL#P3eKS9c&w#6`ROI+!zm$Tx^6RenGT9rE@wA>nny|?~)t4kc^y8>rzPR7@(ciqUJs9jO*Hd7lE_ zR_Ban4ZJDoczzx>Iko?lxOcJb?Tdc=bH`e*d&122s%AUcSRx8s-m#Kz&iCB$0?bQN z!B9T8@M^3h=11x3G0=bV(p7Z65A?C>;+SMt)A%yI!%3I%HBxO2db1}Ph^c;gTl@6SQf+gkoCvXEFhH^M z!WBbT$7=gSycp7lgVfboa|Xg4K)+zf^j<)t&MHqfiKnl^CynS}&Pbby+@NK`t{H1# zljl4udeqrI5AK`gRK8T-TdX|2<>q>em4W7sMkig+^MSI0AbsMHuU8~x3r4nSxXlpj4+|0SN9&k&c>6&U8-IyCDCESP&s6rxFf%rqU{>1!bN4>=r{Iv1$?_Ee{xrm0@V>4WrbUV@+o6 z{TaVyOj+(8Ev{kkqJ1bx^w=0MI0;Q0n#Omx74ru!R_?I+O`|<-qKDpdJE_EY@E!to z6GG!s+bJS)3G8#I^)6PlIMgY~F&w^*FsD{aLT!e>3_=sZ8}=LC@`g%Z_2E=>edL;X z;d|*utWJn<02;xgysvxsdH21!y?PyVzk*+TPIS7MYqVs~cEQivk+z()w*Z=zd&JmN z&FUA1WDLKeMgU#9T<>S5aZM9qzWU+c&jQl8U52bB1HTleSpW8-#P2o%K>Wx@KRy=@(MLp z&BelZgE^7aCl^nsOZJO1JUh2U0(Y^>Ci>p# zt}_7%XUh_(UTmE1Lzvv9H|vh2F7e%+L?E1f239whUdOWoTv~`ftFz(Nmh*BQ z)nsMps*R3$sX7KoW7w*SVQXJppD+(RZIC<{eb0NWgQ^>Kvz?$?S0Dy|;2nJciyXf9}zf07|u$4h~)$74Hd7HIW%KG5zvT~l28HTT2M%Rb)GZv$P z9?d*!O{h1m&vWMfPB+5jH$vH0Vka~{!{kI8Rrg$Bh|wq%&!Jk?e_T7V3cRa@imDOADR&eJCWuST6h{^P_8uVj1{$GQpk5)>@) z6L5i5YA}e2ZCwlpv6OyX?;@pc00kxR<7IcBwgoa=D6r}sIpQ5Lol<{LkI z%#y}AZ=D`;pLGEcbhOzeo6~@Jh?s(niAoWjZD|^*oH2LRpE`b=zz4c2a^F?E$zCS! z0$}MM*n!d;@bliORU2$|7KVc*PIC$Pi1D4eg|u}>B?(T>eIPzjV(&v{PX}I2q$%#t zWrmf3MoKJ5W8FUWyZX4zYvy|)B~L5v1A4@jvqzw1^0xpAB4w6Db&bH+QJ!6!E}0;w z*Kzw>Zji7tNC(aL>+EN4&pRJJ?aIC-f%_khZSA>h+aIU57H)PzVJr5B$+s&p^+*SY_* zMgLm}FCn=K#&WK|l)C@z9<_CU$VU4Pq=y*I=&U7QAW!7G>iVaOVLxV^S^3PSm%MjR zIaiGxnh!Ti`vp(!0Fe=id{0%s$}vwY5|_E#1F&FJA_{PJn_2UQgnZhH<{?Jjl?y0S z!^Nc>(4Z5fma3g)YK6yDK4nUV9jj4(xUA~eHUz6Ddi8maU=*?P^iCR<3eAsum!Oah zSP(wWWKwaZ3)4p5o3+S((Z6VI<>MBE0IFaNe6av$fBZdsSXO6R>qh9gBVhnAWa|d5 zx?G=UwC$=sLQTvNYE&8J`OIED=vB1Kp?!;pyKj40eIZVG0Ojf$>b7zqi60Ys|6;yw z<9|qXdi;n&ZJipC{>!EW#$dO;( z-drKzbj@k}0i@^Bw_P8u*SZUhgr2AzK7q+p?R7aJQSH-nJz>GQ3V4Ld0r&X;L=WNE zFW!4u-6|D|?$ztbIK>+ue}RJK(e71oZhGze)vYuRUVf`zKm6z>ua;Kj&~XY2X;GUc z_##eC=hvtbbndF;kGAywX%td{lKnD3>bVSMY_-r<5{Kz?eN3^3OEi3Uw|1KT^-Air zToD(i0@*)W*DXC2C{9DNZ+~uf#%&x$KJ=SVFL=MBGF(MepjP5*Zn9bA=gfSu?Pp@mn zuYLqd=OnEE?g!mdX6oDcaiKAh!?w9yvDF^Y!6+r^q!!H&=V7WA2bw`GDSq%zv(_{O zYKJbPw2i@`qWwA9RwU>yFgs%aB(|@~b3z!Z)`pJD>`Oeux$3cqE#A8k3~33+2VDh_ zP>h^Dz6Flc&+^*Ct|!dLe0fOl%Ol%uGKHP8xBTR=rO7#x96YYa((!V){KqVL}^6e6=uFM7kR8keS>Zpbhu;cumsT)iAlDcJG| zgfYz(^@mq=4n~e>a}29_+jHs7E_DVm)WBAXyhFkPiBTw;_>0-=Cc@>sPwhdqAusna z$TPci==6INv?4&Kvy*CzJk=jyL=s(54wRqcFVW|^*X%rl(6+)<&1}kKA;`BRm9N@@ zVt+HT!>RdXQysaY*|v1t$llt}0OAL6hb}|OD@4Y2gRvjT1RPp~VQ_Q$1Ua+@r4Ho~ zF4-up;DHwJZKE#x%pPlb-i_ZDqL|z03|8J*wSV-xu6x5X0XjH@p5x|L=N|<*0B^)u zShFHpY`8OnOs#}v8A^DYD5O1idJx8Q)MWlBj){cDB)x`VS?karGI$$2MZ=_#dL!%` zmjfXXnt<5{Kn0Ncye~hI(qn_^E#J-&ivP0tJ@8cLb=8-^(G0EJP(EG8%!~!T7!#0D z$!kM=y;{Iz(gaE3Ina??q|?!63BOsY_mhp;VDiHo>{nN23ck$dYSwJEpX@a@>J|Xq!c_SQ*%Su(E{ zM2)yzZt3Nk4wWuLa6pQ#`$WXq0+Sn#@BnnalR*N;4KWNqq?=ue?Stk)BUA3_(`{)&f9jHgZ)-AsPbJF(BVA>g`pHX6 z<95VcACNNSdkwi%9U`d3m0)|u*Xe?Uy?HIi`lXkPM@PWo`0aChXPFSZU{DXnZG1f@ z93_-auK@8R&3Q)?IG@ch-U{lJC!W*yY?7xJKKV$P{w0P|?ph%y<+{>Hctg-Rl-Vo) zpmOSD`W9_0tLmHKlD@V7?kjs}p+RFULOlzCmrK?=nFc_N5ux<@Cl{Mzu}Tpg$-(pw zgS2C6gWpz{JKdzdN|;QFnL+RwnN=_>V$SnkB$!uAA;~0DKxieau%*+y$HMD-h0)d8bcf-!#i^a3F=u%f`Cet1kMYkPK9HgC+#uz&XT+<4dvrb-42(sO*U;iNjxvr8uF0v z?ZsI!wQ3B=PI%}@D8kK>Tg{fYm2vtiE%ucu+k)Q6f?m?PB!>DMz58=D(jbS-Hsk)9>o6)gYDy%BcsOm4^eeUb(%YeLWU*omG25ZA3;^ULNy9p#H(w;PVCox zp?LUuIQouK?MEs(`^fn8;(H$W*Jt_PbGtQsSy-J(4C1bNK@XGJja9}23*)QVd% zjt_Q&>zrq(>>hC(2}RZ@b|tkUuX0G10CMZeVnd`1}nPvX5+!(B^BAft)h; z^~=_rP+v~lNfih`%2a8N7_}u(NTMvcE>)v_6GnG-_&1^it~9C&1w8gupC@K_q%|so zOM*ona+ceeKZ6w?VUE+~8Ok@;!k|}(Z;XkM=t%h-)`Y+TM-w?Mcmh*Z!FKI2z$H10 z^9bStKX4b9@S2x%A}>NHznt5O5bWvG;R5@ZOF?WugA8@bFa7|vipnJ`Jm5FPxz9#} zi+76DzrgV1oQ8wTYQ%lW;WzSn2{Z`D<46d;>FVnIUId=dspaXn?#Yx>uKFZaRFH;} zxN%n1K#Ks{jXNr#k3>9-PG&O<^d*s7sSjuup=f7;opW`t`Mkg#4-jwHw3HGH4M z6T9z|Mg=D_IN#hE?u0vk*6lR5DDxWoa!HAVF!AE2yI;h+$oEm+u;bJ~rw5vY1{4b1 zR~ttQ2ZJwb)*y`!fxhX$v%Alg0aWL>Lg~7HLdLLjp{1ZVq*7fZf6hVNH8e+~^Jv&5 z_FS0pW8hyogYiazQ@;_Ekl^TKnpDC;SguIzaE~HS~b)QG1d@!wT-2#Lf?4wab~b9 z(xtSqzv)MUF7#IcZldiLdWt_6Pfj1z1H0c6=yO{oPg8A!Q zH~8S4abMpF6;}YP!pK?eWxp(dOTk$=!kkWqyZmlMtc0Q+T(!WI=oolq??L1hg-?I* z6Rmg^PyCeNtPuah$>i&%FA*B6*(J~I2^Vh##9gtQ&iVch#{0X;yY@jz?K=V7 zI6h;DBJ?ilvN{)zv`({IDTY->eO5%H8tg73=(1f=G?&2E2c96>LTuDmmvD{n!c52_ zEvK6VCF)RZXjS!jhzD5^ercu~f&uk8LbLYkrQK!=6&BiqmbR2=POLH7z3aBsLDsPQn$`Xs<# zb=_f_5y%5{li$M>93OV-QtEPle= z4uF+YU_L54<=pB55y)nB$&)zXLNCeSd=g{ib#dl?zTLD1r9Q~F6~mQA z3f}dmV+HMZ7iio-g}&Fz5zj>hSrONFIeSzR6Y?BLrwnhgE4=3QVmy7=%h$mar#dg# ze2CbE%1>Tz;7#t43|mXq62_DL*t4K|46GpK=PhLXv>rWiFRsvAzck%QmgoQ@s;_!A z87NYRRl$Uu=7n4Z3?#6}SHZYjmO{PeK_B#iVN$#tn6bN;>eq3;>xw#IX=@`cb=eusnn$Kr{C~R48O?6{Hz9I0zWzDsDZ@L)D7q#&1L~WA6c_0$BoDhw^!ck%_|4IY7m$)QXv3q3~9N zrnA}wk>29Heizi23K&*)SL*Mcl7Iim$z+GMRcUJKq+8N!tNA^BX%z&x?1e40^A;lV zZ@y|L%H;1x-S>F^pp70zH)pxar2Cq?=BK{2nw3*z{nQudjQ7SMmX86T|t0f zy`R8-FUFIlGn0!E6_spUk7Vi8L#i2=0t%9h3sMcoGt|IQ0r?M|q#oHjeUh|ZyH)G%=zxdCvYHqH2@h>&aFDZc8BE>H1M)%FU16vlGtsaD!v!(JRXSfHSg z2xl{f^Qe!QV%mWjIH)Txf`Fm@Z)5$@u$eTtf{1h?1P-Wi!rXhatxD7@qIZ0cdbDdT z>=rGWWs7(Kl7dJHbZR+RrsR(^*wN9uNrP(RSI%v0yMAM+UIUO7T>p^^Y4(uYeiHVY zt!kspKSWaNc|C)b^{4+v1no1XJiwyOHenD=ukLpRSq#aLui7=Fjqzfi-%{()ylH$O z{Y~XRf%5V+1~@C#wY**&S}qDL$@=1$#NhKbXaYbvBMe+M3Wwf3Kd-kx3ZLLg#5h@^ zTy{YZ<;XUlZL(M}oGXO%A?bOR^W_S!Fc#WdiiWW-G{*0Ge^JXdx)qoHkRVl^ zU9v^HTWL9&-|)x9@~zYFPQ6)n(H8D_+R;W}Bs{rX<0W3wbG$nEUGGnnPXL5JWr4z7y zdlfw`$vDx+N>9WY?BE7(&M?xsWB_|H$S@qKH0A7WS6@ocUe)usGi4Q^tib|7I5sxCMm8ehN32ysyO5@%5iYa$VK9Zq zB1bZljRTLQRBMaIt_@k|iF>`y_sbc72)E-r&*fj-4oRqz7h}m=z(<#7k)x9LXj(&l zqD*|fxyTnv+nJ=K#V_m*Tv2E~E8$95s9jJ_n8UKWpY5d!(ras0dcDR+5aw2; z_f}SOIg-osUO6I`v1p&Fy56=q@A+VkNtJ*;7g4XoC&*hmAy6H=0o`gFEP2k_Q|J=@ zSP=dV^%q#C5AP?)Og|iNX{;MjeZ_iWJ||na$HdiD8Xp4B0rKT$slS(vZRHShV2Aps zl118>MshOGDK7eXGbA+wr7~;LsVzbW2TwTKIdSpOtdUbRQZwPT(Ik!unPpw!njomU z$#|ylq^N85UoOG_$0f#U8`&I@LpR9B9RDU?R;LS@h)`&(i-x_PlV?Z|tz$QBJpyMk z>H%#Vaq4qkXCRhvSZRD;4eh?>i{M8)oNLcl{L$`Jst52SKGf=Z?jORjP`DsDD;&&Y zdI7W*bJ5nDP$QTzqdzTbk*^eVpL?RU{-$?MDnRiDZ*6V8!CuRS_$YN6>@B~-k#k-b zc^zL-IIJXT4}>%^$mDm8 zf9`r`fi3cXC984$;kKBIN&So3hxF%_NRdoUq<@j(HXt`kreb~g>qSB_7E#Efk$laV z|7Yy~ee(SeEAES0ETjbh2`B$J2H!yjV)=g|B;bpLR)|}Y+S+-oBK^j*1xZEo?ZDfRNS8*gm@4j7<0}qJyq^BF-2Dd($0rWSe;x<_2^l? zJ|UT}JbD-C4$+@=#PlvOU(rJ!xQ)nkib;RL`ZCgTtVWwZlL!}@$PFa^rFczIgM$Ncq*gCLO7V<8Y=)f-k`PKkbln@2(sySKKwzGgA}nuBMU-88Y@m z$j$d@3eKO1Jyd`=ao5%zVV5E5L#@8I@D%~~J>>xjRI;ch*|D#Z8XfgKm~}4pToH|B zXnaN6cRyS$X`JlAx{c&GeH^K3+&Lpe#y;C)g4h#;T%3uCHZG2-!|f_+{T7*)P(+V6 zn+$GutJNepnYn9{{4x0A!W|}Goz?x|lLRvCmF8WP`Yy0Vx4exw7?exCMSk(RyIo++ zcz5%1e?kG3#^p>N<(_meV7=}_1@#fzKAp=^ayF9Jez?$(F{J|aV9o1To)lBJ@g*Il zpoWkp>r3knvHa;oq#+Cr&QYIdP~aMD1Fnx25@-3=U!UTe{1H&-Wjlj7ji=7#S3 zzu%sKyk$VzEyn4N^Y>E6qQU4{{}TVy7@x#T1LO9pYdjbs^NhSKngG+W+XJLWb&TKZ zgG<~fTHlkI3n#>Xec&GJY#a|6v=1A?@S4b zJ__(G_g8Ow13t=9t{vn{O!uVnT0yM{MFF#XqSU=)NV0EY$A)Dtdh`Tbsb{Q@X}T!> zGCmEciR%c{jcB^31P9$yUJ-${JnS7z7q;1KxX6b zCb&lE)%+wh`n&I^L?Asevawqfs@~&8YDT$X$05vCX74%ohe5=S5}ct69Rcnwg3U&YP;E%{G{~qHvRlLk9IxW0bw4 zx9`r<2Zq!-e(p1~ER*}4aiKbQdBsb-Wcdo9v)=*z`xbEcqN35{4o3LVzJKIk}UeLaiKW%RP z&9Z%>4{UyqO=p{Zurc4#n(+8G`#O4O*gYB>+fcyU#fju@3vZb zZsXn#ddwfai$`^Djbz;1z5qwUhF@&AULK)ku`#}!Bd3^LsM%1hbC&?rFJ{YMOp{i6 z*6%+#f_2j?9mx)`2-SQfGt~Xm1zTeOab7yeLu|7Id7AB+gy*j*UfreQMhHh+7^*kw0}6v znXU5RWY?+wE2T|5DVTloC^Y{*@wTdrr<>Q+c1Kpck<1-Fv^Dw9Y2{AYdVg$qPzwfV zqKzMn)NenSwcpR4Kc55`61GEk@4mcthp;-(ar=3Iwb8<5-fAimGsIh#r z|5p69^Sx=~qx?I=Jx=I5yJu<3CkVgT@o5i_EDyiKYZIH>aZtmO*`Se)d}!GdArXFyI&pF$++4^#hF&u zu;e%@aK1M}^|N?8v^3D|#_eeWu-+OCZCQMPIY!&{!MpXDcMo!)O3S8b=bX@CISH6J zFJQGB72KRE6393X!=)paAriP{y)*yOUimj&ACKZI$+Lox-RofmB8B9w!AsUL1SwxNmyDlZ-+h7IOFZ76Pe z`>_~42eZ)8=XRg-%ro&bM8=5BJv34mP#xkH)(o$0d#;^uJ5Dev=gE~7TiJXiytIu; zc}ZrtDpvUsFhEGEPt+K+#PLjmSNDmRn9cUnF@BTFBj#P@6mj)lRQehn z)3ef5GKoYi8rkmb&td<{jM+Q?yG$4!h!=wU;D;S8+vWFsojfS6ND(Y4G4FRpbz)^u zdC4Ph&cLsA$@3nPd8zrZThcxnzj2|kVaSG-WFmZ&DACD&b)oR9TRoP#q_bJykRFV&FtuQ2vMy1-nR%f-89wCI*M zUZ}cnki74>5Om); zcDl%8_4|`*NW=JEfoFym6_($-t?;`YDV;x{l05wOIT)?kDqz%)d8iOrniTZfC+QyQYy@SPWE&LjI+la9!;cx2)I;TRm3^dj1L%(?u0vZB)Rl!l8rZ)Gl zoqOL}w{lmsW_pqS)D@?~XFn_kqn8mgpx?7M_(lQg3BPm-Q5BN2%4ZFxCD3C2Y2@b_YmCOg9rEEI=DLwoO$1G?|tOQ zsrfZkRLwKYTHU?wzWZ8$4ep^kw@6C_pg*+o7&j5s-Q1 zYXhuKc3UBrnzZAFvOcglx$7hEwC0Q#nQLsO<6MwTh4>Y8%pzW*2HWFo={2e7@3O;~ z@0r}0TBYiC|Cp7;{pw+@&6MuJ>*==B7Gl%zu6sK*a72O+FYdYa;ZvsHgD>68U8mo) zRTIRtZ2Za~Ptygsw%HEAdd+W{*?D~Rd*^z{pBiQ_B6+)bhTU>=QDyTtoIAQ)TWH;{ z`FzV^40877db7?XiC{Y4m!5gM2_%-7)9IyWzy?Z8V((P*mY`@L#CnJMP@IEKKB+R^ zwTUVSiF`u%kT`udsi+3N6Z+bne+)_#O;FW_C%C1qNW%gA*vUj%8BBQ+B!WYf3KY;0 z-y~ig5l`Z)<6R@m^o|6@r|lnIZHcr9-`X(6{L;AG;raZ!S3Y+@eyB6|v)JgjZIT;r z*=RDaN6Ql3%t9sf-LDLmmy^#*yR%~>U+F7c>-!gZt#^`W(RS}vQl=YqVjsbyOt$5j zUEAZS>s)}>ZdfwqMoYB^;g`jN68_7TETJwIt;P@9sS;vQ=e>E-_-;;Yp!`flh9yFb zy)Zcu!LDprJ$;6f#Kq?JZ#!`%(2o%hDx>NBd_2=?{blG(TI_iPUEs{ zE163opSICM zc+cQh0nE7{r~80(1~reKEP`P$Lor%j-rtHlVm}J6MEXgcb>!FY*I}-9GJBy@FqzXl6ST29HOH8@@NtdL!YXu4HHt zXB}An6Lx?nyQK5YMD}Gv%V@FbO#4x!<8%_wb{5%1iTJ5)gMyfMMl&fzckwHq)K%5vWTeZp@qDMeXw()Oqm_DZA(K9YjYw;M#mL0(j%Zz=O#)DtD{r}7F-ZB##rEPm}${{xV)Siy&L(i z^*Tt>houLU8>-XmZKC8lAKLr!N4apkt3O+mGUTvXbF*KveqG}_s4}4LKZaEGbs`_U zEpNPiL4}PDcXWILZbbCIsXQ%TR_HgZ2=(RKH$kV3Adc-FSf^7DlhrsR_{AqV|NJ7SQrfrojrgbF^ z)HlvKtfuoj#@#b)*+(iRDE>J}<`&{!Hq@P%8|}`W5P>dBta+K$dkGP}px( zZlPHb`Pei(u2D9We`D2tKJFYvVYIVY`sUI$sqb($sn6|a$(obXMPZFoj2|+G=uWO< z*AQWwTY|#tgFfS#2JZ#bV>?^%kI!e~u|chIT`}56o^q@1YL0z(HKt zdqYn4)2Tq$|9M)PwUCo=AlvzZVAelGFP}nbb`EXVlP!nr5^3j|OJnW8f6z1+K4CJ9 zW=mm)cR?+mSrd-q5bJ)!GKC9NIo{`;p17r>I6Z5cWy4K3OwE&1*=*XUTY+(z2U#K@J;+rT=VukW z`k_ePI^EI9Kue00iPHA*om?EjJcBh0&2Ul}Q6^zMpFRWK^?KZ$h}$GEb&2RYkR)Z4 za8LjPEh_vCBTzqOWi4&tcY5I3f{ZlAFjg zQ|5i}T>5www6N1aC8Yy6XT2C`$6itNA2= zuQFxzSE*fDjuvQk%zTH5=<}C(|4tH;6Z10L0Hj~v@s zliLi(dAQ|xCS!vvjua)_TP~LYdrl|1)F_^0^>Xbm3vElQ^TH8-;QI)U;h-}yD5p3q zgrBqt+diOL{03GC`Ey9Nw1Y9P>K%W->4uqAH26$S9!g+@mKI2G9{y(#ii3keHHC+b zc3E_tfOomr7(5O$YE9D!beM;!1&Rh2-BLOOx?9S}ww-Nie8jGJEvj(HI zqi~bSk=`sU-ihjGf~vsV|L7s1>!>mmqDXYO@n{~b?AHQ>dkb>n@}j8|FP_tW`J?1Q zNHW-X#BLuUkKXS)GiQ!u%E)Lp;k|c0O+Yong8YjjT?; zicn6SzA`kCN)k3EmR>cT#h|RV(c?FlBQBE63sKHyPk%C1ccx|{EQTH*8ogP^r!&iE zHiz#eZ_?j9frC3tep4|777kS#U@4uChOQ^M0td@9AJ=)~BnAv0Q4p5l?;#J5tMo1> zk!1~FSMM%{d9zkv08TS3@(*ynka(MAp=o)5KPeT$9CS!luqz*Nft#4yqfmZ zzVGXU@Xm23)>jpwHStuoOp}f~g}sURAHuT}*?3F=ygk>E@>YNP-e)?b++=ZEba(e= z02d$Vjd+lX;|vS`e9odnr$L&h4amk=d&G?}Udpw7%td3Hj<_EXN~D`_ESDRkM2fy; zIPA?>&UrWaqmZ=Zs^RLoc=a`2jRnkRWz^HiV$ccs*&$-!v7N*hjDi%Md*m}2ae0f! zKO(h2&g?GQZuNQ?!#|J|5GKF5MNLpqYt2^@}^* z%cqr1nHI0O%3~>nCG7sbdYO0*%kc>@#3^cHJF(o9itUoCj`RBNP}#J4!_}q_xC6l< zvQ#;l3-AFSK)R-044T`loU;Pg?F5z>vPv%G#FKclIMHG8AvZZG;NBmDbEK`Cipp^{ zhh|VMspeV|)zksq^Xza^SNX{`kmu=J^XzQady3P^k8U#|{Ga@y4h1h=!t{2xx&}wB z$X`}VHCa6Y_LE!*w=x647Wa8TT~J}c=D^=liA2jFtcF6XB%%J^IsRD77x|zN`u$V(8x?o^D=T+;hpdkrLuKFcB|p0#+P3w)oc&NaUC##ix=m*POOH- z29w$GLk>jrw{p2bmF5?t-FL_2I7hPG3@Clr=rD_)8@B^wcV}SxdgyrN)Jrw{K4`ie zx<#{mCHu>TPeWdfmzDAD_?wgfZGsVDT-G7e0d+fvTluV0%^G56(x6ugky(I@n6*XN z3dyQXK?2kvs#oIyjurX^z=z`T7Y!XK-D*RJl}PR)x50XOPvuw{dNWvqmm52qs+Rs_ zcl2k%@fPj7UE{Z#1oS zMA`hU?=euL{)y)NG-7?0aHeG!iy=bSu z2F9(r?G$>8z_<#s|KY>6_x`64oYjjT$V-eg+o$9-XNcm_BG5dy#nbW5;NJ$&j6C$G zmU9)1@R?B4qq~Xd;4YtPU|xB3T+I1n#z$o$?ZKeZolKTQEFA% z4P1bw;X02cX*p84{@iO)5)B#qfVC~kB6TnH?lQYM^zUo>vex%pvqHk9yyJ;1x( z5)r!*y&1{VOFbXuHkV1l8HpAbi!7p>NcHc|RfbEz0vobkM3;T0dQ_%F6ul4fiaeD4 zQZo{z^_riW;rr0=2?>11P=Fs6N)k&|MLv}q*ek)B@Yj+r08bCU%pg*8DRKibsUWi`UD7WV|j_Ej>k72|~p@ z01;0E1IoDJ1Mws@vc4^iwcc#8E;9BcG^jWzWR_JM^S<-jy?b;xxLcv7t ztpDo?|f9NKYI~yq5Wc)LQTBor@rl)xJlSEcW&6uSa_0 zx|Dvq9+v4;H83X9rS~>GH8?b)Z&e(C~S-W0`8c^mMOd^)aL7Y&Ws;_Q@c#X0=o1784Qeq7eJ^a;89O# z?E}2GWP{3{rZ-%ny9@pxH{uQxt_MBMeXbC;{BYT_pc$hPsYjZl<55p8zg2io#TYbi zA*DD7nhZj_8^z?dZn^;tz&Cwa^gOhR<2${ZNoCs7P3sd4iwFg@ z>1JnPtzD{U+S+GfydUD`nXYU37$c zA8RZigc=6YLZ*6xZrN-gb*iah;T9sJSF)sG(C4$XsvhdLA?tqYN;zPa_o_06!e{T4 zBy3epd2P5K#e9^P{ZdH^@jokmNdoH9uxWl%4i6PR^HBfj7ky=$PVt0`SV4v~`Vfvs zn4tH0CRbxud7`!%GXAuqUJya-SCt{a+2EbXk4nhl8OzSvf95#->Q+~{Tl`P5S+BY@)bV>iP=*6%}8O_ zkeA$KrVT*)SJ&L*jkq3TbtjR9U1IHf2j-c!w9pS)#+L_t9mcj>pxz3P@9F>Yrq?83?_^Y9Ak5FV=m<@l*@hpZxIE4<}PN0>li zf8y2jN%m}umh!j@;tk?WavH0+INsf!;?9pjjqcyLvXlwdvF1;y<5C}2T55WyP=R+& zV+CMS8+lsQN#2s4{6hUN^BMm-Dk$aQ{t5&-qj9u`5U$#x=-2Z84s^0``J(;We@R1* zAs`^U-!&w|2f2@5bZarxhG>Sqksa|i&hwxzkxh!iz1onmm3%eQZ#g`SnSj2*pgKA<+5Pct#OpC zu+0Fp9e#UC6UyP8XD=kv_aF0+S$m4a***%PYW3;DW94jpF}50)jwqzO+7{ z=8yk8lqXz|zR}ppnxkG-8+p)0cDuM!Z%9X?UKPi5!p@OY>xW<{4VV5X!X^#v_g67O zH?MXF4%T0Q-`k2>2csLe$M^DP;I6@5^Q|n;@2z_ylpgCalILp9VQ``ki@Pw5CB|H1owTtqZ+{f}wljRH&sy>Cs! zn!*2}@N7N*tMG&qe*4!c0sMch60PWF2PguuAztLn!huPI=Gp$4QadHyIBYhuy72$o zX^{iK{^NGY#N7#5|9{jW4v0QE%XCuM$I+vMMvm*A?ct|KI8R08*YCO;L-47-NkF~+B~vn6*zfp2Yw^mFAN`{!}!MkqzPj-d}iny=t5BCfo6%Jf3pNn>LkaN zthV$}i@VW6wv&+-vH04qRN!M)W=^aH`vyL-+V~+}9H(mWewh@XrIf$zppvpq`zu)e>dpxKwc>%+e(a&=6Ki^H~D<a(6W~c%R z?Ugv{J6Zob6{mIvB{F{dk7B?H2Eq@oEk-;n#hB-RYnzH*5 z!gFu_1OSR8mq8?WxSjrVeY4q%CBpoXJM0<|{<)GdNIW**u z%xd8u?^RSJ*ftuZx#I14B=+ReS&kCHVeZikYL1xygmm*Z{$p0q!{M67_RZUQ<15Jyg*g>}pZ-vHa}W}Dr9 z*AsTB+2u|>D#!E;h7Qv~aliB_$WY+%llg$6;8QzV;(UfJ@f)EDn=ov~n;MgLG$lv?`HqOlP>V?Ti-L?TEGx z{Aal2F}CeAp;h?w9mwa}v9sO+r)kwOEt(7>TVEKwWq9oI5|XwxlDz^(|ITmkr~5rI z)ng^1B>c($PAX0$H9;+WN7Qf1kQz!ZGG zdS)Bn>d<8ycSZZUI0~OIoo#|NmmbI>zban40P5v96+t?t@z60;jvf*QYJs z>Bm0K+9P_C!YSl}oor6$*^P~B@5t+Fz-fj+5YiMeeO|U+IJM9Kr>u%A(cB+ zqa?lt>(p~q!|`gC34@O6!QN-TwbF7`?&AZTb-YSiPI{PIP8DYzw=QRMxh%2+jz^)f ziu=vCt)xDJJccj6>+qkuKB*Z%d3(?MB{OO+a5dS(2|u<)m$&sw%6%GTv&s4_>HTkE z)-Z%lmSui4{MBG<-Knisj*&j=GiB0w7u2853CPFU>Fo{=f|5SOkkF~wDSo*o0M3n! zF&c6cd-u=|8BkxQU9zEg&a?<%dq6HnO<9@Q>#p|s>5OLQul3`|s{2}Y?PX#M#aa7Z zr(zbL(l@0XmMHKC?DjazYBGB{2ChBlKfk#4 z#ia77#W>&%sMLd>dS!qp)92s_0&(C4&T~T?YZw5vi~DUdD&0sBqs2)Q5wiY~rrzmI zr(sQBc=+@w4NG5zO>sWzZWKM(S1^VfeEs2YN;+*lsouCFAIJ43uFechl43R$;yvr2znQ~EG}Bp0y;Pd9wy&6A36enM{&yR0CV*`g?xQ2`W?DzT4Xq+IM5#^d<* za6XMDnzVi_U`pBDWUN!N`^QIPa_K_6)KK?F6zZ_a?}AD^pc1CW;piJ^RX%3*y%xaw zQtj9gZBQn9K_U)p3$@svntFPqt+v;yVp`cCK8C4^VykHBB7FOk$*AW|k!)}Jw(}0; z_Z;zjGl=p9Xtc=IUA|*#**df~)^zTVOmW)P@P*z2AQVE(3_M#_x8FXJa#`K87lX6g z?9#-{GghCaL?Ocb$SuDy-gcJo4|FctGRZ8G z9qD4NVxG9>J0N<$y8_JpD@O}$$1>iu5mq^YZD-T4gi z5`;D{tZi*n)DONDJ|pgkm(rx)9-$xcef%5i@{opaRSFc7C_RSE zOgR$#GLGz`W_^BpKzU!=`Fv>o!a;EDRIo58s7NaC*o^0U#4+-4UB}Ks+_zQruy7N2 z83%~$c|3Rysir9@3mm9>Zk3vsgUP^`Zn^DGlrBxDX3Hj1>F>%l`PObp?#LggSRFzB*VM9v*o*|nk&)!yGLkh>`O}gz(nU<+D2r{{*oe|U$al0PBtJcsDAi9>aRr7Gq#h4V=-zG#SjOT~$ zFv*Y{+WLk=oC%71tz8PhPbJAXIDH`~6~zdSD1wkS@E&w$u6yxbB}Gn{D-zAIV@A#vjVc z(wS$Gtb){h5Fz)|BeVgxlzn5g!^=pm&L#zo@h6lmcKMx zddu_KmEb9(tUb7LG6bgMt>$?BU~9X^ZH3|R7z?z8{ZQze!*S zIkc_Uy|y*HZg#0es6Zq90s(BT=kHrPc5Ou*1wtsVep1T-)TX_w*8yRFr=3}@%22mW zr-O&pc*GQI*EU#T*t-P6vrlHC=waA(zBq%&z^K0qu1Bl55&2W;&#)S7*-u#49XFt{?lI9YwFBJ$>7B);8za+!{xpU&-JpC(u{zIrgHIoL%0s%Gt08q`Di z*Ee5;=tDM83A*w4B`msHVBQXL{eq4a&K48G~A_<3P|F~|V)>PY*!E5%D3&eFnC-VaVo332jZV_iU z3m6bfo9CuIZ3l~4c`X&ye*9cv#jAgCEW^mic&(U|P5pL4m&Q(*2>;Y}?uX8*H&)E^ zjtL3(w@gi`=-8nr7iq(8G;sxsqlv-jB7OrPMQ81ACjH+rOPU-Ix7{Cem*X1VpXO&` znwsAtyO+0~hF_CxsW@^=aai@qIlmeD4{!s);Cc<{m@$$^F7k@?9ewNcr2BfR7^=xP z9^W&FdsQ^-KHg*ISQdZWKs1H??np|Ja|^q{Vj-&U(;UJQU!XZf?gS=XQbBXpq~Cqn z2=glaMI18a+C8>?^xM6@OJmJV7mY8cQybW_v+~82k3v2;(jWiieW)Nq4*01ggc_w57p(ND|61WxPim^^fSjt1^d)_U8F;5C z_LfQWC*>5aLfYpPCXM~OFLnKsSXDJ7$1(^7;(i8SSDflM0FID@gD3D!=j?ndsO#slZBmyt3ROy3#?&cw1Q z%7TYwUcc5Qtm(H0W@j};pH`s5&j9L84zR5)y2J%luNFJvW&6K-Ll}WuGId_S?=c3- zUDK*61o7ME9zI+;`v}^u)MePQMs(tQiB(b<`&`F+&=)$mC zxgEJK-;(!NC(y`FR_W?^=mWj_+Ipaqt$bR)o(J&N`%MB*_uqkU3G{V%y1vH>F6iQdmEnmAO* zg=<^^u{eYQ&xX>@-m@$@i`_u%@t`Efvw;ERdN!}YBHLh1u0SK}3()y!AA|+$j5_A1 z@phU&cU%lCU-!kS{q}&RR;(wjB_(^|n9AbuK_m4Iw}FD6dHm#MQ3-c~ zN(E)JmWM>QTyWYBk_~pL%O6hl;HNK;#~b5YLL56biwyInGGzAIbP0X8gZ_W+=o%iI zU{?!yga5XVWG9qLABZVRvN*v>C1sBBG6wd2?^amf33$B419XW{IABGIs#B5iiPFw} zM33M{dwmc-i-yFFxX||^q_D$f%V>NUd=-Yj~ zinKX1fBf{sho!I{O0_ptxf;yQt?%*`B^sYYe}99tqLK)W12*IOBu%|dll7oLtynn) zUT@C1KrQTc3y^{L6X6%2FVxEjGd+e=zUdGh=?T^oa!s~%8?$Sd#N_I1=w~&|Q@C&G z59UB$)JGtC8AkD>TlWSl$q$nLQ(^S_XzSM^x)-tUJjRw8#8w-ia`M|B7+(;#`$4)# z;Kji*g~YU$1Eh_V>O#mMNx~8LtNan!sbZK1+@NBB{2}@yf`A$#1zuBw1zR>g$N9Ey zwdN51J3kq%(ACn z#+uPtcOhlL#SexTJhOMLqV0RpJT~cPqP9aya=5F`8USb7TAIlG(kNqMySckqYZ?0r zG)^n=>&mK#O~phKh+2UN%1`V4a#Q-XDs<)sa02-K;a09VVUbx3S`wMm8SLp}JWv%% z)#Wc=9-r({C)&<&QEvj}+ujpX4B=CnBe%8oZ>t5#IC8@xoW1(pC;V+VlLr1|DTMsK zNnEEgE{`@+zg%P4$-r;C4n*zV^Z)Zip!+$E^-tI zA|kGcE|2R&&oQtuYse~)`zsy`Sm;t?X00`k@uMgy3|*&UeWJuz^if`}rCKj6n4(g< z}|~Z8e^eA=&zF6{@P=q zTI3)J=y%2>4SiyWz6A5NsJ8E)Zi=3ASb)CP6{k2lP^-os1{VBcM$H50gOb9fN>XYb zkn${1r;x(^u|DadL!aO)gg!S2dsB^SLq_)~y#x+b+r;Ltb6pk5#gczZ{h>N*JO`gByw zSSz}dxlTVbL_$BKhXxcyy-6w7@w{lG=clXh5p~vyCfa-Pi9g`+x25tJ7vJj7vtBB@ zjr+olist*~yznJ#qTF)nQd34I*yB#S)-)n>JEWrKe86I5hZ^8~Y&#RfQIw}w1U~+F zIj2$Np*td{Ct1dWrc>hOn^+%@pFIAnZ^}H7yO-@dzm>(?h}Wabf2gIGPy1F&!uzWx zaX3ctc})G$dkcw1W7a{+TM7cV@_Nms>E4mX&6DP zk4KBs=<6~OsSOZfEd8s_2>z*UzQTb0t%K3r712jhliz<1W(wDS3cpn6lVMGdg!x`5 zW$3>jB^WE{NBbN@pcCqyQ^F(krE$eV4_o<>&vm*`#7?{PGwsrRzCdPHZdqf*h$aR9 z@6Hd}BYNGz%6h?iKIHV!vm=lnKc0uX}uDu=)aGu zB3!l_W%Fw{C}K25?(W0ZdEXe4j!t5UB|5)x(Cpz~S4w6@I>bk)0v$7}hx1y_JzH$H z#7yLsiu|1H7@WL^U1-!YiR9Ach@-1`@#$j5!k6+`wl$d*%9OA?i)kek{Dg# zB#kF8mT&GyvV@y>g^CN+aS0t$f^8N3tC2|ujL7()qU5T3#2r@j(s?cv%?I8m^Km%U zTkbgwxQb_eMjz%~{UHuBvx% z&}Dq622hd4zbZ2~o*BFFr6vT~m8(W}>U3ng4f}AAR&3SmjpP7Djf^S#t<%qKr8AP6?t$`0X(awxKkWr=lhRoQA`kFKD=S6hTJ}} zXekP9PnS*)dwWzD6~5!AgYJkV+Y%}9Mi9kGs>T_dc}2|Y78=QIk7}D-sJFbld?hH5 zkJVukoxnWDHMN|?ggUy8{;}FxfKCx66D2dJqIOX^P*N4EUYcS&y4$LW0uD73PVMO>Mqmau%)d8kQ$XKwK;dOq zOJB;jWn4?ww_>-i$M~M85I!8Za@z)psJ7hVtyrb@qgIn2dKEK_s>^yIPU%+NTq zLB&4Y@&@F?qZloZLCO=}UyDVtEKq$I=jLC7QZ_|@$%ml5v3*0Rh26;5$j=9W)3YDU2F@+M zJ*ZECxzSo|wSZsGc`haR#QlxOI433+*`$GAS=={I4!g5GR)4g6^k`h#j|>MrSVbrG zL~}G@Py6E=x>*rxWE40BmNaTRL$neCQ_&Vzr)rw2)@!)6K@kevAlLCpyXv>kiKF?8e(3ROQ5mI`2f1fZip_fSY?@eHo}NIIM%317~HC8 zyPIrN(E1!y@aB_UHkKXOaktj8OEqGpWxtiH$l_s~yxwO}c`Y!pm7_XgFo*BTd@A>s zD@qp!t(AyJR1IL~W=Ab{R?r(mIu4CT25Oj(UI+^!Kvz*M$-gz2*v803+ zhMmr|(9LOCqR88Lmh)G{U5JNrc|XS^5lQqllLdVnq9>k=Qw1t6U>J3RZchO%Snrj? zoXK#jxe66+Nnkw99dSAR^OA%gbCurSyT{O=YIFEf&zi^_dPfT#Z5)Ylnaui{=x@1C zrB+Hmcr3ZjxG^!MqP5(3jGD!5th-B2)_k7Gf5m@}p>OWk?`T?oo3?2o(p{>*0zCwx z=VFlZtIh!=4ZGF^O-=1en5EGR2D*MReKI&;=RfJUG!6F4p>C&tOTTdT{kx4x_+xG2 zpoqp%bNK>%o}F|njN1Q(4-};#uBL#TAo)@!+wcXL?dpcVC%XdMW8g|Ix3Bdi2>o#G zZLYz=w}Cw{WjCiICD<25?m6a`BgvM)k9w-;ApTVcQ9Z}8o7&3@5m5M(;<|ofT&?3b z#73dbXFM|WzeOhAFJ6BtrYBbA5$SrNh~eT)6}Y|gI#V=7Y{!R<53yIO905zvi|u}2 zyidaM2YZFJN<^QYp#@IElu_}~40Jx@D&zBH#BJ@HH*5IU|WJsI$p=RFyA$W@BQ zZiL}EvHmbWmp^OM9Jf)=Un9gq`V7vR zJBo;yD5;A+(~?Y{5#JuSr~sXPu@h-xbC3&^0}i(>GJ;G6gl=bl^Fpf_o#dzqk?zfT zVk8`)0Jdh+eyYk`fn~Q`{4Ia#O#24`T*(qkY$9TvSmwTg6y*oS?|cT|B?k>_gAhJV z%#2KxHwgcnE#ofj39CD}FSwc!ZSag@y6PLOSw5Dod{2_K3({&36~eD5#A@vojEukiOkuZFgec zLsF!?qw?sW0evIDSOG?mEw)98&e{e13A6F~#JvpGAS-v~MDK3Mk*Ek<-Vm~xt|Njr zJYml51?#c(fJ_4rLPu+8PQU~XWXLeFkJe}?S_-n#v7V-_TqN!Rzsps@kDhYkP)tBWk zErK2)LYm|$Y-Dt!VH%$&e;w&+E8mOhWp&fQ=E%n&+JgL4F^hv`QBRu;djfF^BSvBY zN=({n4JsCP=|m3Vvazk3wBYwi@51K{@D8Mx;l;aM4`=h*nqSE*B)o0^)-Ppy<0y%V z(MDD^OABYfT`y7x@dd)tpf`s>ugCfe#%b;LZSz*|DVT`744a8mdE4q!vlU@V2`sIb z&4}n9^!%_YcNqPo5@i}gxL>$AIeQHEUHvrw*t{EjbFxRi-z+Q^Y&Ph% z*6Z?JG)qx@i1S8Ke`@y&P8HYa2pd7@1=>%5FUBX#F2`rDrk=#y%kKlcm@J(~2*IVU zPdU#HkmwcT68A#pZHf%6xPC+i1?dJ5daEhKDLYTDkpwT19ir5dF>< z$J}jR{1u)E?R<`1v`-PSrE5JBh$4JH9vVY>5~wJmvqL+xN3?vG&BK}SlZIM+KAp_2 zMB2n#XBl;5Y^VkjZt;i3C#mMqsQl~4>r7;^&6;K`82zqkY^7uh0U}oRY%0p3D7!x> zS0VIYbyBU%VU%amwKw{Yuj|HB;CnaroStl1_oZJ>>(OdC8AEDl;U6UVgw!yX+2MqCHlE)oAb*-}5)5p<{t_WQlqRAO=JUesD+;(# zASakFmWzbLFA5>Z17kiU-P+iEnz^Z`XYO1Lp=37{N}*zcBq!R#pFrd4H3K^i!q8%2 zW=5GrlU8*Ys|-)gW~o1$gin>2al5v*klD*?Tc_DzbxQI~8XY>4se2qbCD}O4+PLH>yHI?^m8Jsi|!( z-c1y7J5Dl5pTnXej5tRm-#cJsc{erL(@)q{rR;`OZP5QZb;7meaUqpad>YLe$|7>OuslvZ{s@d*GpvBWB*9SX8-d)%FS{u z-lSysc`5cebtRO2gmjw+UnONesvb(i80@4@NT#7Dk0MG8y~bNeBVi2qM|TS6lR)qZ z-!ksrbN+iM4oe=4lJf?ZeM^Tu+1wB$bS~u5s93B;OuarU86QeP9kMW#%Ckddyk8*_ zCcA%6?V?N+VD2SP>e)!vS7@1FZvl__&o>D|s>dr1=uh&(@W3!7#_$M|Nws7$_*4b^ z?<)W@WxZ;M+zl>Wb1`^%s> zyS5Dz#T^<#aEBnl-9muiL4&(H!6Cu9ad!<6T!Xs@cXxM}0F68B&hxzQH}mbiYpP~y zYE^ar>sq~ht?M|?%ULNihIj)_y368X)l<9t;=M>?bd1cwTJ!+7If<11=9d;IGwU!;XnYD+*${y$@Oz7aM z34pW};lCw{9R0wmYNdMYflo{&exSw~;k{+DR4CV5Ux_HueKBffw0F|S;8RiaBLjxr z3BvElly@D*FN~3!PQ!I>l2SeO)Tip#1BM#vNn?{K2cw%V2pU<`_GUP<-Cei;HWhS*FO>}J+;C^< z&|z`QbtUW3Lh#tcaS#2^3az*7Z5sS0uT7$8GiF0p2eQm$y(eA(+VZ_5?sBdu=0#zi2jrH$%XVqH zL4-&b8(jY_n7^RyDnn+172N*zBpdqM_d4X^vkU6C1{UNg-j%m`XBZNbdV3U8K6aO) zd3T~3*6cRkNG1E>f=Gl?1*6Xk-k5IzBypPQz2HjswgdkxUoo2uo9+T8E1`y70CF5z z?DOjR+VOu;HViDXM4H~P_4Zv=hV;KxP96VuJ`5P3TQ9XnqTmf>cIH29L0&vOg$Asd z9Kpxi%TF7}yfuj%%K|lZ1DzGoc9;GY+aqdzc9$b_l!)zu7MHG=(*{`4z~KJhzXkbY zxaig^wX;Nw>@vp0UGDFuL5{K?ITpUYvV6epY5?oMi2k$buYIX-e%uLm4Fo-2CyvJ= z>y0*C#Deab(+ep2Hxd=5bNvzH(5G;rqk|~^}WaZHpao9 zMWeqvDP_1zDr)C_{wcysTpjULKBOH*h%7^fKRRS=S=pQp4Ul3u^^JOCqmhY)VcG&f zi?w$?jEQ4%PC7#dTdcn+WXjAr1*tC#v!E5XHrMy|0B+^SAdhw8=mX_af|LHPj(d@E z=bvY!&7lH^%gpJlJ=vmyui{MovHgnBUNqMPO0A&Z|CumRuIP8;sifz+9Sr|=-iFkq zPs+zo+JLbV6dQX)^hUTu;e~QIOk!Z(T_hUo;swc1oIR@lPA17}gx28R*p-Ku zwSQ|LMTg#4(&f3$5AY}{gg@Vxz8BMW`%+xfY#oMv!3TK>zo+!X5Tqo5#HuKVoQ5RN zNh1)%2K%sm6xGZ_g!d5)&x7>TA5Mna!<;U#>O2R`#l*BO3G5d9z8n&_f-U(I&i2F; zqjORaF%{47FS?vJ*#7*wM)Z5NcB8R5G|HnO+HkjMJk)r?0$gJ^SpHj0J=h$`R0ETA z{%0<1AWcG<=?ieg&FV){TE6n;IE3;#7nA(E;&U*Ibp+EfBUlR-+AJa;kc-`^Ah}}A zLo`RQhWx#cFomW1yy#aDbr_iLFDuUQWP3+I6Z z&rvw0EiK^x$!ZVM!ojV)FZs`ygp5ocjXS~rt{nCO79Fw~&Rkj_8CW&DdPd6YgAbfB zOeY>kelhCZXURuNZUfWRaDM-crLH`{Q0Vse`DpQm$2c+nr^O~Zd;t@nJsf6 z>2D?TZU6= zfcTc@b&$|hz0J9hvU5NY^{GwsxT;Rqmpz_!Z^^H7rO1ZUna=$YS2BZ?Kby4}XA@J1 z`vKnnwbj63`^WG)%d4=PRujjZw$R&w>jjxPwiG+4L*q!$>%1PncU`6;K`v)95Dm?{ zi2Evo-60@n?`)xp3Rk9Y+eSOb0`ewixT?u78n3z};7R5lUH`Jz#+2S9qz)ZsH1+L+ z%X9{CZV7^ofz^6x4{irCYQEnxr_JREH;KAY4#8W}1Hxx{ok&naI6-;A-SV)n4*DHG z9LU$mKp%EZa)`Qqw0~c1F5((eG4_}tbl=%5@O@_27b4u{fTyxq1mE zn_NC?YtZLUW!uJkfINO!CdG!>ZRYekJB2S#G2VXRczQUNb#DaZ9y!&!f3H)ACr>aj zX-!qPzl1R$x(AaQ`!XQ<&(`s9=E|k<^ioELf*Nqp$jY>Y-p0QOn*{uA{G&Pepd<>G zwm&)5&H{>$v`$VSftjGckx7bYhar`tN9$LU1q@`lX@&}lX9l%u#_Q8Z>!2B`6}y#v z`bCtd;dnm};MBvX%`CUq7sh3T_X|5m8FA^&kRLNMO*wC8S}KElav-&htMHpK9&3>( zfnjqCYO>wUam-~`BoNGm2A{1UJ27VS%vB+k#G8lO$J>?5&O%C;)0NLItJ7gaB+7wS zGlCiNAD^wYnyoeIYp^{aL#fEIE>-364nZaVp^DQHm@$`Uo}|r;%HzK#R4Qw}{$;Wl zc6IZi^GxVrpTuQdrk{s5)YjIUsPiBjig1ISSm$F)Gx{NOolQhk;5bEC%=SuPOrta8 zT#QKAr!DA@Xo-I|hk733X$YkZMWY@6>jFJ}PFs{>M_@QPvX5n5SXENCkXwkQntlFc zNd`|2c#2f&lh2km2J$|k`kxELWJaz%edSYqaDSuva^t~ox1>;OG%p_;$^zB!^O9&b zg+JCd^`n1Y@91-TofW|<=c{=^IHORb5c84>9}<`0*@z^2HUf?3IrVIjYVuP3*}FO- zUJLsk*IeUqmi8w?#m6(+*JygxU-Gn>?)-_&0Dy*$&r3(SPRkyQu;%`#OK@2-TPljD z$(Kpy zC%?`Z67nJQzH&%4%}-_-g*W{abTnHsnVJYF?j|HO)&;L+_iMzI{?vF112xP>^5`gV z0ELCC;bObJsMq5623NBi=?H+4XchiJ>#k8=jyg&j`{8*dp7Hv(TC z88cXXTKNyxZwapt`!D9JytIEAN#HYeJ=1&~SA}Gzv>ZEYpZGSflfI~uHh4@W)7WWM zQ4S?DFk4SyOCd&U+4mkaMc9x%Y`znC50KC0yG*Om>_Giwr`#b&brX53BPMS}IKE=T zlsetjOSTYAAk7J%Xu>3N2OnkrQ|Ex$Y?tY* zS$^RJIn>yAiMO>`Y+3KPZ7veW=CE9;)d+J6&6#tTX~%P|0xzf9F%*LJ@xGi3G+FHC z7fzTLl1l2DG38~>+2In@@Yn#^h~}gD(S*d3uRlF-RR=RONq=_R3_pc`x6akn=AK@W zFt5fkMjTxl3MYurZ~OY;I zDKfK|owBKPy)1J%sOoQ->^Y+yMv>vn7o0xhv$8j$8a$hOe%~?#!;^ceaE*D)$XFXK zaMRcr-}c%WJd>+#N5}!#wt~f+#NF)<9w{$>49ynJ!h)tCG6On7GMZ>Q>8;=IW6$lI7Ro9=+2a&y_bF^!8$z4%vr=r2_1kmeh0nqfA<#aYqWUo^D1{H?ySjk50-q>M_fyh zAy-Sa;eHB=f4%jOpg8b9CF>Ii^dA4nassz9T+vo;u^G-Kp_S9kY@}xQZI_dY?4{u(+?8|zz^CtZM^!rG8+_wkP#9p=6 zKE&6H7R~1mUju>hjNc*+&YL>L8rd+nljtf1vVf(ZVVQLbdman-3IF#T2)(U%f3aKp z0}Uyg7~w$kMOG&!B(0rsZSO|#&6iE9d4$ad@=jW^Yp3yr|@ijPJ|?Gp)U$^i0eQeVMkIF1TL`aM^M4uM(rbd_Si0K zIP65!Qk=|@Tx?lrO<8|`+LFv{=l*Mhkh4f35Cu02GDo!t$@s1a@p)cQoBfs#W|RpP z*IM07M>4>@>H<-ALng+L+4Hl$#n6B^Hd}P}&9EyJXi#j~fz@vER!kjtiDjv)xaAws z1th`3QFYZSK|5|ONYF0?n^h_&g4LjftzPhqC2!flp?6pA@PE_TMW`#G2yLt(50^*7 z3@jKltt(gic;-+v++x> zMI^OiVBpu6!>47@{Bb3|?Qs&xa~R39o|CLkEH-{~*c*R{S6132kaDtculNwypbga* zMZ&@$%4+gw^^v9X?qd4tkn>M>_Dl@o%niv0RFVrw$Vh^}z)1YzsV3I>Vvu$a4yHtN zC>Y{7Q3+ZvjF%UP6&7+I(I{3wbA7OS!hbN`lg$R2J$T%oXOm4Ye9Dl0xCM}f64gCv zy&kDAGlXwz-G#w}dRwb!YryT$$L!oFL*ovl@5j%MPa5u**XjpN(Bso*HD=2F-)+Rt zCV*FOul$8?tu8jKc5aQAQAt-9F`ssZCf&1v^mRyx@aSH}<>;X&o-?BX5&9oG+T}!z zU26i<&wx<8WFzOkCfl$7^$lfw^$27YIM! zc@bz1RmbXDqxVN>mtvKM0vmKULeJX>x9-EAKy@p{UykQjwBt**EF3t`|Gq^gqv;q; zU6*cHpA&Ju;JDSsPluYoi};erpq^7f8;~2E*?a(D zukb;$UU+d@^Fk<3o>eywna*e6>C&0MT;3-1c=xWke===ZmbCG*ZbPGv(Y;xM_#%XpXMXz4Ym_FRsf||yeZP%Vk zzT6yifx-vL5}P~>!lMby6};EzlfCLKZYA_%gM(U1z9VpZY4V=&&zuAbJ+9t%Q(SCC z5)23lP~2@M;+S7j5i_2pwuskLV4+#Ovx({QZ~WYnozp@04nt&$Qjx=7jFSJoke_B? zo*MKI%t0Z64EYp()ri4`smas^t3%XoYCK&j^PgDwwcs@HU#PBbP|rF0^j1=u z95MlpFdv#)avWxYjz}}=0dXqh)ZV6`!3U|kw$W!ntpO8FF5Y`osnoR+aZZ z#*a$OvSBz~P{$}AqH(QPA=YayVj6c!Y-H1HjEnW@#nlbHcGf!pX`4IsbE74!>UeVI z_ORu4#;WtzL6k0*2(@)?O7>bp30I%XdD&mS%<24?Xqi<|s2)@jkp(ShtyF$+eGxY& zO9S}6Xg?Vm+=kWoU+$W*oCO^$xO{GJQ@N}bq&tw%HL9I0X^56>a6sWmxQGSvX}H${ zbol6CqA-pvv-6(-`niR9N5|zkBsokz4ukrD4pEpd798r2VRgnrNSdpe3>iNcJ?qP# z9Q&ZIF4{fDg`tlQQzj|#B}#^#VuE{NG1#L;Fq(IwWCRc{HwEw^b0W6p>7x{AWw}Lk zEJ!ARRTzw;{$;<}wS|kD#PM*+HgjDic~HtR9#d+oOO^;c|2bI_94X>ml`Bg4`b^8J#&Cq;s`2ythwLO&WE$v6NZi9@zh-|Zx_ zC|xZiM`vrbLZ;19Ijg(O6Q7c1(SBIjXDwTjO2E)$2ed45etp_nlOXW>)TTROK;5NRkcBH4g|Sg z0O%%T!L88rB+9Y;-=sdmQmYAdCowlX8)o{$8%K8|@D2)e5wm26!{R|x| zo-Mg`3w^KK%(=Ns&ER8;>RSZ^%MyWKMNaT6e5R3zkOkUk#jaIoT<@U63xbT>A?_A4 zo;7krg7u{>T#BZEe#|HG0BGB1sHZOmfUMhDIuA8^uF~=2S#klo@UpsxDK|_7~Dif;6gL?0Y*S99>M8(bs9A^FWa8ofJKS!!0u->K+Oxxp6aSJ7#I?EJ+1~n*Z3i*l*ujD zm=;Eb?@ugfMOrMR?sB^JQd()1qSY~}GFjMCt>5UXz#1ImynE(4w%l;jEA63_ZY|r= z@M+yXeY{J*xAb$E5#5{Y5PB_*3sfspa!ox;kQDq>(EhUn#v-sAGSa~_uOcN``m)Ta~DP*hWuUL zMv&S4zKqiKdD_S|6p5C}SZQ*rY6_L>R@T{tMrOHdb-SEEMkhi+-|NF(#CPjEEL4Oj zw2IcC*`+QjraGam9g2p45=N8-*g&sRjeOs42&X61Ln>KAo-y;BdMT^J*m+`K%CuA+ zOn;xf%sFa+R%XwYaM4*E%GBzLM~jbod;^jLVAKK(e%M3DTM0X;aU1mCkZ=N@48FmA zgaWY<0xy2|aeeR%f0*BzH@F6_G&$Dz1_OW4J7%S!gVPMdB^JYg#KX7(brh{t`ve-j z9|zuvx2Yu+d3^$d)}AkcD)As4k06kEz$P7T0*c#Mz+q)vfzM3}kI*bs&RuOlC5Bpw znV!WD#j?A~I~e)|78VL-Q`b0j*f$$h<*Ns2XEamst7L^9XKllRGjS;!Zz@Kvu2dU^ zyNWK}c;p*=JD*DeT%^$z zW*L_T{OYJ4KGbaHySq4Rp=p2b6(@y>Ho)$5-jw!PiB&eB&<)M@>)YT>jyBrZ;@P~!;*m>Hl&B2?-%Sk7mBEY!o< zCa|b9J*%=^wRy$Am||#UvT3fQ{a_}>z;L`Z5}~J_ZZqKW&LN<&1v5R5pzvz5_CiaL zip3AZkw66@EJlck%}oTyguaXcaj{-Nw1iT&T49`&^N;^+k^G6)#hb}81|n3~QhR8G zK|BOd_U$47i)5^f&pOtjjk!J2{l`YN(%=)DfjV0sTWbdlL`^0#CfQZYfHw4?%7A~Y zXCm6yi>E8BOX{VAHaK9no*nP{(YqtqdHjAm+P(^r0)3aYh}ouyH$cQkhCaQ-2^=t8 zkFL_T8JXoT92CMX$4^LNFMYhHO%Q@VLBGi9%9jmXEAbJcq)(AU8~Lz){=#hs_Na|) zxU=}ER#mn2!_)1ZuCKoI>tbgg>VQex@7Jn%^!9_KQP{TEgQuL{!(GB}2XR}}MVDQC zGmxiyYmjBjoy(E>FAQ|uOT5vwzHk~PXRD@9IJ`FJMajXXMbJ+ezsLKA)oxd@YaYP$ zzt8u8J$CK`5m{NI%-BsrI{h|cmWlHEU85+UTj}&Xvy7@$we!l*4%aW?v`=7M7ehRv z@Kte*5fZRBJ^~}Fkt8gxL$}ihS3RTh>`PdDZ08aSTW*1Q`#rr~SBAo|Pv2tYhEayo zFZ(lFJKEHv1Ujk^!Nq+oLVH7WsHo{0;B|d~*8(9Nf{~wd2kh2+hjcGPF)%%65Ru>U zwU5Shx0W|wIJTUT5V(g#n|`OfZD>x$1^Wta3zAV|`>c5>gHWCBE4L1kUK{QmeW~b2 z6>q-wsH`Q#G>r=cIbMiBembm!SkGtw+R2I3*Fbie9V`>fu3V95jD z`?#^-PqI?w-*)v%K|iSJ?u@1>&{U=dKff?H+U#yst!}gIf2BD(S8CHK&hE;ezq8P5 z@~{M>UadI6?vA`^WHpo#W5=u*5%c0=Bm>dXz?f$^k+$c#=~euhU1FFqZ2-$h(8Z=~^W-PZW5NGS`Gw zYy$u3OcFT3LxS8@5=|g;r>L}>igUP8!zNj%jUfQ0gCa7Z^L@Hmz%-U?G614f!4K{V z_C#QSb%?LuB_KwOv$T}+%9$b{rQX~LU};alla+#gOBbVG9|!;bO)d<^h$qBQp-3X~ zC@c!eA?WQ`_Pq~CFHP`75@Mwo&*{~NCe4Nro{%8zJf>+b0p8hPPX-U8>8aTd(4q}$ zJp0CydCYHi*4l68Aiem<1FT_+x?1VEobpmjJ=9S0u{5UziJx|wJTdY1Lu@|b(R!kND9EkBxHz~h1zh0d1i^<-9R`L? zcj>kYElqqD+Ztio{S-zimeUT2_M#C!#kuZo{iY}E_;7yeakk%^5VsXe9ND*xQHG$T zL@(~ihN-Ory~+LY%D6@4xU$6{+n$Q0uh`s8%NA3D+Eqv0e7igN54Eq0s4HK0h_ARf zBkx-SV-e1QzDp-~9-y2Tz56nJ#ah4@4_<)r3ba2D%_`~J-(PJCP}j|B4Ts@A4jC@7@DC7+(p?_qQ1CDV2D3`XJA6d1uHVQ$9BB4PK#}}h0yFX4FJ0}GuZSSG z&tt|u!)R)9MBEmbG;+%B{bM8|0B41UC=V-T9uDN>$$(nk$Xoi>9wOLRq_Fk>vlr9z zhB~UiQs_AWY=EP#H?HR?BA~68-QCI3X0m!vC1=Fj@?r!N?nHi-;0g{}9!hi}B=bf( zetM@zfWR^a82e;1WPGK#JBQNs7*)M`?y1=Aeeeef8iC@PA4}<*O)Ui=N6$wqMJ(Un zny#Pwy+DhWZJb@tJERp7}YF7*zOizA(z&`4FX>x+y`d)#r~aJ z3%yOTRfiY&4D=bCV6LsF2#c7a%%&628JQ<^kz@rR=%|J?=Hd1n$SUE+&?F-Y5*olq1^=w{nyJ1hpaB!2$AdEN`_Y2Os#^JcX_sTl(!ev@QDtMGrgg3G7~5GHa}GbPaE z=NI+=%&+zRNJ~?;CY;HrFRGrn``w67PKHcQzf4nd`wl!h>dD=!jEXx^2gx=Md6J_l z!q(@xxSKY6VI)+k!x*NbkLBQDT5F2@USq!CN21M#ZilXnCss=s7A6dJNKs+|CE?Cz zUGt4Wdl&q84ar&m-u&w~pp~KBzao~6x;4u*#cL(iFngI*wEN)-r7-t`U#+uC*hZ>6jmHr`fJuC(kc zJNN6}qOhQ8k)e4>)=-IR?uLqGqt$Ya@qE%Y9ZqTt?`Po9(+}*IQzl*bD~sgAg9{5L|}$!Fy8I2jcBtkpDSr0t_tevNv&sU}$&c0@>VoeGg;{ zzFq>vjI{y%SUP2jK)ro`v*mLF!bx&PA=HLf8Bx8MP_&0Z2+u87b{7!`ZsTtt{-fTF zQi^IJbbyE1W-e>*Z6JyY)hG1FZP=ot3CEoVQRHJkWs3W|DG&ya!2Sx&-{@ntQlvQy z<|z*_n1B*5ubN*9>GUckU!b!;8!DvxezTe&;V@Ucx1$+c z#8v2al3j2Zlvqt3$u-L#QYI0chH;GEE31?XPbx?t(Eq|L&qHUg0_SDr<#!=RW3^2Y zZV6?KI%d_~Bh~5E-nT`)_8U4HiP)mp z^;TQNXg>`LNO6D6H)G0wC9QY$IuQ> zHa<^cfZr(k$1@B^cBgGIuAyA^m!@1;Z%tS4>)K;I^F8uZ0Y`pwzs-3tWE?2(Z8dE@ z|0Tr@CxRsd2^nM^A;N8hie-}~n?`Xt*)sAphL=TFB-7g<*n|8DYcq5*Nn^!@+c&r&6ynat6nTAg< z#35Cy4NW(RJC6v@s2LWX7*Ut%w#(w;_aqbw+&3ARq_*Ft&0U-zt`$x^iG!nO^z|$` z7*P=+j@8&>y#tw%Ud)u>A%DyZH(%dJ@LDJf(5TBunIW4d$$HmAF)!>Y`}u32XIi1E zF=7zuSuO-qmpRz{lav$-8G@&=Z~AKjZl7J9I9r|k#-1a4&p7Md0`@Hj570@^SfhH< zYJL&7Dg^EC-Q`g2J%p}--hA8#FMKG%v=J$V?@Jw^6iTY1 z=K2jS`5XDv`H<|HSL3ykXy6uP9Jr37-sKQ5_$cIkouGSnWWIT$P_NMGzm5Asd~$5p zN{wiXj(-OOaP5YMc%Q7*5GioRSgwKqm7+{G)$ITVJc$TbeIy4_RHa1u~5;SP2EaTo-yZaaequAkW zEWCgYs?1N|P0nrV%=1l8LnXod@HlSg!$rqU!DLMT7p!3oU(X0y*PCe=2!suUztK!4 z6lo$BT3K3I(VH;8!?n>DLpa4_>dBt^ytKincjy|PNnATVmiH)yZ^R!t|oD zN<<}8_JzYrF5d|(8!Pmoy-*lo0xA(N58sZxb}j7IFzIh^4qos$2dqG?Nn+ddW0X)D z_utqb1_S&l=I@t&GERB`>_Do_UOLy(W1hPyjk1J5>P(8Q0DY#*0GAI31^C$tB$vg$t*5|P^U0t2F#y&lqT#6{}z5{e-zGqgc{Nk?has1P)Pl~Ex zby$&4BpffTbzNoBsNEaU-oZ3X+N6-44H>RQ4A zhDM9e7hM924PYD5nCES5pZm}4_^Tc48U@__mnhx%VzmJ$7)8PH7pD$V1AhY(hUEH+ z1Xhpr;Nb!bD^1}8s|M{4u_zCGJ5<*%9A{o>gR#1!TwJOOsK^9`PBb!j;R>|c#FSR| zon$>@ILMF+{j1?^Z)#?&mWcrO!Um(&QW^eC5K;MV|g>I9} z7P^vEBV-ZJrhG1Lv(^??q~Onjk|xSin)Z_Dkk$W&li7E7w}B;y~P zOc$R@x?s2=)c3z!F60vdbsh14xN1!FAA|Ab636r(Xk>o;&;*5JrjKQ#xo7ev_5uuK zGlSeXx}07`p2=RKKXR%mm#Q_6B724K^oLnp+#!ryhAz!>})`p@1HFU zl^w2L+bMaaoWK3$Zq=Eb2ImYc`tAstGz*%!J;9LO`Zo;w|EW4sPot6*RR2NGAv|^W zXIKb;cbiw^4Pao+zPn&d|0KOctz?8Qo)x=2!KXNwFjzgs-}*R_!oMKRR~w}3ha||; z-Cu@atqqgwzQbDjLB`yoS~@NGO!RDWZhfU8pW}9)URY6N2pLQ-Ma(OKv?OM&g)E1! z$n4s6C9kFFJLS$W_CIvDB&216d$HExTVa5I8!3tvU4sR&rnn>ncdonZz?h6*7d|Ss z!V1E755Psla-+l1z8n1)@aBMfPZCTiIlaLlKn`o6G>lsLa%5$YSwBoo0}> z;1Kw~0Otl*$3I<({Aha?u zcAJcBoQpsbXY@O6p#yq|3-%rNxU-z&1Vcj6XpPN6t@xi)Te-Q4^*=OTD-g^T`0p(J z|NY+Z`T7s_ZTkN{_5FW9-@yN0>f7W0KK1RHdiW(NX@AJYzCHu`WNlt>XUG%-Y;#&0 ze}jzP?bTV}{~hfCzd!LsUsA1TbZ}JJ{g4Nv9SrcY2S`qPwzXV{Z*+nP16B%OjQPv= zAv<%=AA`YKH(9gHSZXc^#xBFX?5(=gaPR$#MTVW$%E_*BAa3-C;p9J#76WvbQ?9+V{Tatn#SCD9K zuXu=0&?gE0C6J7PhGy6XHS9V;NSHh^1uRQ-7{)V4qg-bHcd?Bvg+4QMc-PR@?((lx zg-ROM3}?Q4FEwpm_4XfD{8&dOY*Xeh^38JpGb+mo+*N3av3e!wkeGWBi`zM3E^-|c zVtHQ-QtLaR(wKEbR1tfjnLTpQ@PlAd^Alz$gjUL{VSMeOkilk4Pv9Ay46kSXrpBMK;> z?ukIf0#k&AL#K^fYJZ2}N5T@sfzj)!)1w>j5Om)7c3_<%Tfr{Y_RF6f{i7I4MJy9w zIUw5eetK|hMNviPTc_gx>@Rjh|NLTrASN_fP9uKh{m=Rb1z|*ru0oNH@WwgRU4n&R zj8=?vruakEpaGt5n0eX31FkmArk~oTLWS)KbTH9}9JWNvj;xQjlR)0_NuCq@)sb{$ z|FhRELROY=Dxl^0dDY|J-R~12Ydo#4&AjS&*(BEYwWPQd{OO_uSAtIT;p&1#3EPu* zwbsfevi!dkq%iCes0}$GiL?c;VMLC54SDr3nf0U%`7tjtlguYHsaSb_x!>B5auPv= zK?OEkzij^0H|?Cm3)m7Pr%nl&`pxbgWibacpmA3bg+AXj(MmhUI>e*9kVoc70Z^M{l2qxsNv1`ljTm+Cl8 zk7_xkBITN`X6Yfkxs$b@^WL9@Du1=|CtA6c4=yJ;{skJAws7rD5N13NcWG){UF@eiagR`~YwGP__MJ9i_@(-JxfTu#VR;6UYXIP8Z( zAc4hO_?AI4>FNvuQy$!WI4ih5=E*Dh0l~y&SqY)K+{3BC^ZMpf-8M`8L-HumK&S#F z)#fkAyOgtRBBAr=X$H&t3!KmAeh2d@?V%Xtv}k|1EmJZ{JpJ!{=?*tdaIiA$l_uwJ zn)AhFv~K40kq1`=6M5|P-0Rn!t{_Mu?an2fWIaNvo*VihS;pp?SLP@tZG~aCHi`Gb_jJ-%mckL`*tc0BEMhsQ zB0vvylWn1KlXjt|58@f|=%}$ck+wF3`aW_R3nr32!zKbGm$0iJx5q;UhajGt zN`uunza}lszevv#Uaj_ghD2E|qgu}Lw~2m=@$j@qvbrg{KBnKo6&|9Y>Ow&D-jh`A zq-L=RifE4WLNUl?haFPmAoYt#G^YMU!)Q|IZYOyx82iAG^FOdt8JPVu-G zM+;8Y&2X08^h%pY`FfZdv+)9D1tIMGFct&h)x3_=K$XF-+Z(?9u-K>cvXW8pUcg7`pb8`QInml%q~kByA4M z2Ni@a@9^Q{QeedmhcRbH*1gAL9BX4BW4PLUT;9q1HL$#8&ngjz3vJr#ZnB><5!k7w zZ#@U*J~;P5LJ5o2rhk|sNbixEGF}nUAHiN)_v7?dvk#xrl9L9gbXz7-wnH)Jw6%8f z0&#IqwYAqikt{W2b1}T;gIRUeQ*pZ7e2#5 z;26d7@OUU*aoa!1Gnl()HR#~oDDUnkt!-}S`-oOnvYzHE+ohoZ zVjpFR0Adpgg%H2+0f*_=$z?eui_hWP7N0MhYj={GuPnN&XNmw5U!UZZ`Ad|C)p)$A zP)WSJ-!c11w4ak8zDkjLRZ%aE8)B(I=it@!!|2roL&fJ$kQ@Nn{mtJB-^bHV#RXm# ziMG@`&wngyw0fO1;^rOC;F4U!QhT`sji!E-bTvQ%n$7KwW~uJi@%GE72)M$k-S=yc z#)B|Pav&Og%5fl6Ta%eg3QZTTth2@ReS5w?q}~Wy+>vw_!p0pYU#IpM(vz~Y6Z?rr z9($$bKQr4!!=-^!r!hhv)41;Tb2<-2oeo#y zP3DS;PxptPP7w#RYmJFUm#S0txcTEF@jqD1sp)YVJpmWG%ZG#QFL{DEUq5S=P$UYA zoQWQjBYCI`#&r@NEVi($4)*my@FM$msq54(nB7@*{m&)pjJZPQ&(iBvJZp4%K4{%| z`rhIiMGxN|RJ0z)*RM8U%MR8awNVKo2u5u!KRst0G8p$IZwn^7)CGp)2KL@vQOrQ~ z-2^Xx%K~oKJ%W>1bfqBpVnOgyeLSIQdDSx}{UH?IZB4 zON@7)n$dBKdailaWdFj>Gy7pB<@x&=z$eB^ba`trmfugsWrb6l(D)p-0@nw#Y2|G< z2x(*tFyYv0k5v!%8{Ia&Igf*dRDr|{*Gy-PK={V2&&3+VYqrQJ2w?YVLABK8)v_y^=O|6BRcYYssy3qE7z44w zCW$3ufM!W-Mwicn7w?a<%%B*8g=lhu#5&js)Q1un! z$Hy#aghsnvROsV^eV-!Ih`8Z|-tY?=^ukuJ2$3j!k#FD6NM=K8OxE`TNa&!!ovfkf zP;L-af?f^AHs){>TJsTONecq4>yBklHugL7fv_sp6Qbx1j#f-~z4t631w$c;2q58m zSvP3*#vnz-se32W!rY6!nD$n_nrWFDHN~{;#R=Qf?B%QWUzWW_&JOpv#DfwsaElgq z`d^EbM^RL0^hxPsd3e47MS8J8=&xc2w_xsA-zRNF2ygT`)8mw{HnkySi^rfl2%UXy zn~KlHBCK{{huPMn0CwpyZ{$HRmn{nt-k^mJ z?VzE(LD9u~{U!l7ctny~P0qCDgbMjxr~QUqxNC`Lu(|N{?iS~GFhKz{K5^j-_+$Fi zfr&PacMJbFYZl-v5F$Uwf_PeeiL{!vcy7KybxJct0S3YZ?H3$p}BN-u$hEhPvkm z6w)^Qp$<6WSZDFm@EDx6*P8wUi+}Grz|s)b-Q#`mNH);{$$D7V#`Mj*wnVjc>e~*^ zk7;n#ejXL^uEmbuTRNz zv`|iFp#t7E=0$(yq+w6d_`&eG@!{yae)c|sfI|Cts@z{U?CoPxNuCvF)J|2G$*tZk zWX0%f3?Cx$dNa=UCW1)9b7Y%+CLX3mi)^Up-J$gG^46U9Tt)iPh;=MnGF|1--+}CM z1%c1A(I2C1n+_%T&sO@B5YXt(4bIv<#3fxDRrH09}^tn*O5v9<_prnd)A} zYQJO&PRie&d3);Z%|W#?Z4{$GXz@y`kVy4o$TGg))*2vzMn+@&rDP5ijs`Xm__Npo z`Ud1MpnKig@I}KTtR^J9?c%@y@H@vXa^n?pEWEt_1CzT6j+?^n1j?mOH0aC4Fe%}i zLqpaMCEla>XmL^#wcS}vdL;d-u5 z@qV)&h;Q<>vUGy%DhX}2PQ#eLgauJ{m9$-SpZuc-#}Vuf=LI@U9kBge@VlLryy4hm z3fZ}EXpr-TQrn}XcgMx$hAwv!Ovf}@5`$RuWTNL8D&ELi;LEXkOmi3Oh0vxJkj|p+ z#WVT1`u_6JA+hQ+Ztf~l%suQ0LPy%RgII&_+`^-x@f!a^@EDKjl!+B4*X-wi zA#&6%8AOv;#a>U@{z{YO@5MtWFGTH`==#6oyjN;{i}#1e&v$DbKpqZBrQ}y#7GbCX zA>^^yv#edPKikb35g;xw!uisPVUSFiHOV^8*|LC!{g`5fpx2?oOC)4on_@Xj&6FyN z_93*c8@1R%Ou-K)nbVPiqH?3?MIhGnvA4z(BDlCCQ9^CZair{_2)GwpluL@)M(_gd zPd{07QwRILmu+rhbxHAlTdEDQNp?5C8|}5DtKS&kY9iX29P>%};6m#4JlgQ5ti8)N zG8n*ubE?^8NSf~dgIuv6w~_AhZX9)gA#xQWx=N9Tu&4zN+q4#w?CKJNdlCP` zoBQVaFzW&QM(+$;&aVzRcy&xn3uxmwKFU_P8sJ+DurS{Fe=?lf8N||-kWOY64@AW& zP@pjz>5wt`6A# zy6hv3O9-~Ze2F_g>w<`LCn;@X2-=^dE81@OSH0%b<48)Pnn$xC06OsfD>8zkaBmpS zp#`^VBUEmumR|3{>g9WagX5WUaoS90%99lW%PK;lO&Kf4m!_Gk>JInS@=;Oi%0nrL zS^5xe`3CD~nf2%HcgXIF_&1#%S5FZLh*us#8^uvL1{zvv>r=7=k3!SI z{~yxcGN_I%di#VxI0QSmJ0S!oxVr@>xJz(%hlb#8!QI{6Ed&b=L4&(H!RI9R-v3+g z)H_vEGqtPuz?ZYTd-v|W*7`lqisGx}uh8ns48x+AYQ6<5t2(9V_SJOkxsV@zV?0p6 zf#U~=Pb>Q;RMd3Iz=nPCas{iv-NH&6r6j7~Im{EBcw&zi9Mro&Nr^)xv(@XvIm(#5 zx(>KcY}re~`sLl-h!o;v|G7sB5&w8TZU@|Y{i8$#*qXtc^m8Q!>$Ft8t?Z! zZKvLk4ni*adAmv#q(^FF8e+~dK(5VqBc0$qp&HBe};g2);512KN)1AK8 z9oKjmOxJmTnB58&S^OZy)8HwfA54=_%B4M0S&L3y^`5E-nyL2sSiLP3&3TCgTi7UGYK zucMxkoQtx_p2WjyjolWF*8vYbaQAYc(-z2Pi=sOc$Db7$=9pI1-3B+JHB@GF9gc~v zxwWbHW=yZa6K9rQJvr#i=hon*JR4fYQt8HOp=5J|i?vae0>9CO3t6{j@8wwMwXaJ5 zoPd*SQZ;MH>#*Vw@{spop%tV6b{IK=%kv#(TU#5`2PhaZRG0(>X!Dp88| z_O{awZ`<&u5yEEIovk0~DIKSBx(6B!D9EL=bj47g_2NKcbre^E-&U1IVD{*K`3$`5 zWu>s}zspRfi|#4IJzJxQo^pF8>R$_POI7T*-`k-~(xX0IcT2j8;U-oG#GbV%+&;>4KTdy`cb01c!!Ee7+C=bOs zdEMGz54ZYMPDKBSDK2r9GD(pIe>c?gK-Iu+N z+u)B9+WYvrGY`TmKIg^d>Vm;AzD^S#yTbyWZkM9JU*J&bdf$lw>(=X7M83@JqQkH0 zTE74IM9KfK{!`1QQ2PD`%|+F{T(zRq@|}s-O}c(PM&2^i@2zH=0h71^7p!t9^B5Cd z_y|}y=drbp;I5}<9wJ98SNAh*k8?36`Yt-d83LHM$#0%lb(-pakUaW3;bd9bQ$Jm8 z;_lP2Z599s+!s-3z`TR?;@}_wvC;4I9t7}Xwn3<80!@OkCE{3xdZ!yS-&oy9(G7RF zuKT(B2bDS#WVRH$5I+Vet5+KhRm{AXbt$Iayl!BlZD=F~eLLa4@~xgZ{}`t;G*-IE zf!dF+*AUdNeY+w>p#cG3$RYFWpi-X+gENz_br`7`5x3(z5XM~IOQXi%_HN@Y5YZI* z{n`Mm@8kt^dzX5S`EtquP@+pcd|AgyBKUApsm)A`HkIy5s(?JTXim(?Hge{{4?qO3u|6C zgW=FRd8R?dCd{knyw7FId7o+3HqFplx3ap-1b?wE5KrBmp0l?1=Qu4aQ#*MDF3z;F zR$awjp>cMKXzvqV#%K}?Qh{)|-*YZ^I;BkUl4hP0Z0uk!30Kp&&x1%lRn?8<0EN#V z-56m2{qD>3OU8VRD1oTeBu0l>FW%R@3SB;Y8qSp(LVSj8SuUTHb{8tS=y=KCz?zpl zi$$|DOvF0=#tT`x2&;TT!KU%I{uQ=6wO;0%7uZH59-}f z&8Tz^vF)~K7QVM(hLIBSqCevFOA490Js1V(my*8Hh{b+)QLRPJyKuTF`8LWm&MWw= zTeu#HbvJ1@v^^h*94?VZeuUOl&h>`dLnCjS_Zast^zk43G z%2AMpf9$AG+jd?@Z9ySpNDo0UHE}$6;XJFEYBG9<&Y7Ht_=CAJ`Fj;q!uf^Hryduq z?;){0bW6?ln=MgtUxRo(WPOF#Wz30mLxYg1%+Hydx*$+MfqXP~38) zk9tB5$PNb8J97}nL$tX1xiIy;CzW_eTW?^fu~ZVnPd9L)K<^mx4#A}&{q7U5Zobp~ zlDy=wDN40{5lUFOk9_8EN9*8o#cFsk466aRkS^AeGhXTqJZQ-BKW~WO{3_^8w(nD` zt0ZzmzUJO!{mAXrH!@tlP`3|+jWEW~3QP>FI3uBtW$-Z4WrCXT>D~hh>>@BXp(U2f=Brzvcy@L8CYyycTbULI7fR_Z~#LQ+=Rah+# zO691#EHn@uV1%%Fv@eg5fD47Kau$QP^)^;X*a*msrb2Gug$v(qO+JO zW?*^JAX=#*VRY>oxfy!g7a|mPAKvd+_PT^W#?IU?5$tbaiK+u|&IFPA*!g*36%y2# z*Q`R5blqpe)&$WBTkozgq9;c=kP4w;KnwC!1_22E7!EWS=0)m687fj&Oar19W|5At zdc-}dm_$#Xh#P&amKs%1*aBCpm3OoKc?SKy()gpAYON`WsxSEYE7{qtws?`VKuO!3 ziebyBGZ>H{4b6y4zDH`XCm@l5_+^Q(V-*zX6jQTgX$lND>@6~%0n_6 zO6>Jpal!D5DZX6rs--W_1s+BVAr2F(m{6TV(0k4e8cdXah3=s8VJ^j-H}b}_L1<0y zB}C`l$S+E+G>gGEhWz(N9?6n=LF#+ zM3NF|1WtXjUX8PP%#x8&C~&Li1RTL?`vyxUoqjVJKp`9mn)AmNj|c{wsBfEa2n;Jy zb$1lSuBe!*RdIP<+DDW^om>jb8A>}bLHNy7fi!@^XnUrTQo){>ubHy~8#&{dv0^g; zV^g&)qiV6UXsr|noR{oqu!Ol~L5T~PQ0+k<=ELwx-wVBL0w)r0T#B=?!F zCc@pVg02SZf-~T3*Bbn{o4~;C={XN6)ak4*&z%elVW+^>7>`?c4~@IYH%+$p2+xV9 z#N93(lkL_}FzCtI9j1Fve@Y(1ccQ5&UjdIs%R&Ujkc!sN-y<6Q1Kf65g0$tIO zi(LIe&h(nB@h~Ld!}-v~qqeHj>6c%QRZhc`@9m(d_&aVE32Zf=7fds#?SCP{!fyA3 zg^Pk6W!^@!3q>Ij+9eRqxCYmG5qNp|8O?j14uW4bdM>+7(_bx)FdAtJ`C@pVc6h>P zIIg@_E)v4;=mi}hce-T1wciM(0wy9->WX#y-pwR;Rd^u*Sowz^GK@p#Mi_Z%+1I7d z3STax2{RGIkhIs1BBUAGzTmT2Q&a46l48P8&G!L@(VP99E06>s&$#*vot9{|Es4MQ zM44(?=FA*MG(Q~-ghr2un!W2_4D*<(Ukt~wctB{Pe)KcE!$;Y@TH`|n#$ntl_ntKa zJfg&SiMIJ(j+8Dog1S=T<@qx1^(LcVh~*R-2|xX8k>*&u^=(w{&}8d1Fo8<1nu^zh zZ*@5(+x@5>XeG|XdHxnGXUHQp+WIi4k|zgK6C^)uuy)q%68uTCF0ozH;)8(FII`QE zHvPCLlFvps?_^_&F^hBwP=);=&C zj|;7kdmwVEev%rUDN&Lw3^~~m(XHu6_dkJpBwDl0HxK`*oa^?+voTC%a3tiq!afn! ziv`lfPB^OMyRBdLModsHjD`F@b}$mfPX>iG#XWM<-{fltp|8Haf;x!PPK%lFvV5;u zUF3lejePFwBatRv9|&YoBTGC=?aCyJgX_(OEAG~02lEqXrR5vVg_0h*5)J?Xxv|D( z5bb~{Up0qO4;^=vs<%a-sit6&M`+wkos_jy+7)twe!Df-%E`{4=@ymbDibBob0R)* zw}U+)>PxRQBgP8GdD_niH6d^-dopYv&GvW~Az8|CU-0)$9pGtABsyF38h^O$Mxt*e z;iI4xkpZeM=dQf9s zDC+R1N@GyAsCtdBh((PvUi?(@Q9mAo{}MU*AahC{T5!FH2Nz z*O5a@k8VKJ-o5(z2KvCAr#eucY;#Ssz1g54K9hRA&_87lB6ycm;z49!N!pa8!M&KOqDsgy@D?H^&2Be=UJcvW4Qn6pz%hqlUVfj9T(nS zk{%p1HZbKNDLsvN^g?yFv57g0y-CnmBt1!UPAYOga_YF_0QZ|{c+B=Ar;6TgtaH+2 zVeUi&zpFn^AfwYw_1SOVQF@+Y1OXf=taZK#hUldgxlYw{_jk@x7otJ@Y3|KBjb>q-MgyQe#_SGDEtRG4@0uL zw0p6^xJFc+|7-_)8jIT=0dmWlsk2Z<8IK6Vq7`kYpdCl9yXTQ_2c2q;26CoH%DIOE zxc=~NJp=sbQ4-Fv73k^~VdKuky{k^DzLDkJr!lgk;?^5rOpwwBOA$pEVWknlhBWTH zuAk!DqrOoD^wGS<9vFe2`mc@9sS&M23Cevtmwf$bv+Dv=R@I@>YMegrzvolUJU7O& z!U(+$E@DT2V*nb#%JRC$^Vn=i!caU1m_18CS1g6xoa?R7{(tSqhslY3INQAHht!XG z%0OL~R7K~c6?+1#=NDPiPD=7wJQ7euZ>Jc=l5tM-carY*>Y;5lxiDfc?09=SKL=xc>#}RbItL0+=LL(H zaY);`C>Nv`>3OuyoQazim$H>zcDSqPLDs3NCU9Ep9$FbAcms%NtVN}IT5OiXcoiNb;-&IkIUCic{q&yJ5A z=20$ZI}Z>}rVK=`Wq2_vFKEgf$Xd4$-6MMEoD!1E8<+O_bL(_%%B$Cu9bS87NR)gw z|16g_7|0D?3Zo>qZkxjoggOkv`C_N_K}8HlhFqQ z&atLD{va=cA0R4I+BYYd(99L-f{fAb%nxIV*-*4N(&H18ej+mmp$_nBow01>x$iwt z_+FW|hMR`fk>w+!5(g_@R@{i(h>qj>W+qa`^UcEKk@_jI8v#rA@Mt@C-16mP1+qPQ zg(s78-vF}ZY#{<8yhDgXt%bZuO_{jY9^cyEQBB2%YI(umb@}xI2K(+9H7oPh_wNui zxc1%89}auNK%wCI$AMhPbYxkx#e45k!|q8>?|zY#H8Qk zAaN;W4Ns|nQMTP!`D6)r(W1#fCdnkINEz383mhLQ6zunn5K#P6GZ#(Kxg%c%RTVeb z?u8NTe?d#`EnfA`0L>=KWP~H$!4YwweA}?Xwy#0tM(wO0g=)G7DhW4G19|;N)qL;U z{=JvJw}P2IKWEzJJiGrLq}#mNbscdZjuq`gigVXAxI{3Qu|63f_h;8^4st0P^hODb zriUi>qfN%A#Wu>!q6n+Oer2i@w|wx{#;L$BxGdwdi~3_reeP~N6v zVBi(^QO?xw^Vw_yc@Um)f(SezEPxU?t|)|z{^7xDE3luVrY{F=loio>f8ujUs_pD9 zQ)ve(3A=Nn)=^1jzQUPJidU{P*%%Xl=r+&qUQ8}42|j4xBT-rUMru?JB2BL!Aj?`S zHv`d$bc$;~5Jo33R&bkNiB`7_i+KiYTF)vj%1A_RzAy}c3U_$HtuWkgk_?!H|t!*q^aF85O>`Bq(iEsNtFS5S2(zN{;B&t%E^=RNtq{{{Z}N4M^= zAKbOYH#*=47WVm9L(NO1Q)tNW^SbE{iqtAL46MCNFO_GQX~7nEdw1@fdCM=?fa#S{q#3#8?W3@JPP*eO#!ESV`FCAQVu8z7s~5oP`BKJ5 zJzj68P{L&QFpnTMYoi1^HKslsdhpk^oWI+1bhnw$MOt$QE*vIEuL#p7RD59h=!!Ux zaJ^?Sme&Vzspy02S^4HVMKAO~SuY9>{7=EJ|!gNLHQ(Qnb-wU`P1Z}kNBz&zI#2IgRUrG+IKP>3-H1Tj(fR9ZXu@^xr-809)eDWXmvVMMeiD9pHRfLm`v*VZ>NR^C!=JIH6GHnIkBdg zs;LKT<@XKjAam_OaSv&<9{3HMn|Y+NyO9%%p!{GGAT=5b9;^X6>^u@}$m7@t#G?9` z^xzqYw)O3`dJv4c_cV$fROSU=-7-9tVX3Vyu)d!Wgq)kyk={X<^6g6oPB zg3ZDRcB8#dBnk%0KT|@bf6*|aevIUn$o!u#9VRyT=$wVFljIVnLbIW?`uB8F-`_ct zQiB1j)f)d!Las2EljW4Jx;6ql99Hv!o8O<3m5C9`tH=1Iq3dx*$#TQKm~JB}+Nntf zvSIpv|C5Ufq=tD*bGT;`$Kqa{;$Rfn3XA43@gXVUg9rPIKGWzho(~+^8r~DzlIv9E zuixnb&_h6WS9n)G1hzymX})>YVqJ<6%K(VV_P(pegRUgCPs)z43W@{GszoV`x-n7@3n;?s{tTXct1jO%%>H+v0zai$N@n;dJPF#fegvHrw@!w!&huPQ~SSb0L8^Yy^_g6y}kXG zaAa_+*j|H}bn&F?X7PD4Ny(vY*Yp(8Qa^Dg+>-0P-i%4FI=AcMTdAbCZ^=Bo`-Qn( zZ%A@a3mL;u-+YrPmW;8AIzi(%Xp2h>irR+f+5$0?6T%1Hm6qPrLjl;qzBSPJ-3&SsQAEX1amA*!cs08&sE0@Yi~@9Mds6%>t3>$usr-!)Fao;T(5 zLTZm@F+V&FSfASSfv3B6{y9 zeS3BC{9g~hAA&x9y8B>O^A-4Q+p)=@RlhTuHd$&MUTm+K3VA^1<74H#nBlf23C=$k zg6J6S116A%_MIAsVdk2Vb@-BfksVu@(d;RTYJ2^Oe1UlJ0HW${jGQ%-xEjoDiGazY z9_&dzfFVD8U_93ZOM2QyVmFA|u~@SNz5eK1-`-{4ZJt))Si$O?&DX0U>v_>RnT(Hp zizgBzZG;duDY3w^P#$Nc-CE1+pfHlPPK1j1+q}3Ehb`)T9Ff-k3-)L>=*FDB89O|d zltL3_6c7<5v)+%3=zi}%ztxPK5TpQWHv*A%;SsH=s%_?yTKI7yrHl-7vqO@}T4{c7 zCRIA%c`QV>ebb~r=7R98EX}5%WwB)H?dDpz`-4li{9wSGzB^;-HdW?;TrR@)h~nYT zici#Op5D5J=Z=qyJscBlwp|~kpEIN(R@H@mfInQg-p(cLNPWq4!D*w_okJ>jWY!&$ zbRu1W=SfG_34uq`+H+z$2%An_vP%hP9H`ItpBi?iSw*HfF!-JCBtj2u$U8_a6pnD~eyAzJbZO3f| zAMZ$}=d+l5;<~%r=4caoqS`adXSfXa8+Y=#oo*LaNdIQ@<3;CsU`fPmB$2+}VO#3e zQ%O-)gA0{xs*GuttKSc)jFm$x%_e~1ckF~Il?iY5rtUHL(CqSJ@U#3N3w}M0u1Eh= zPVg>U=C8HL2YcIj6ho6#V^uBFG-TvVA!P*-B`#yAXsqZ7|Ku8I_nN#?3kvKpC+Jzn zEh5#Jaiq!OW)-mjG9`CG#MaubEH_dj-8@4<{YANxd7o-KtY6Eu&4@Oq_ZPiu2kXl{hkOWP4&K@3bx&+xK z98;}0s|cgM@prMINhPs@GF{-+fAge0a%P~sZNj`1Jm2Uqf!whh{0|mior0ndoQ%S@ zoleKbimN(vlsqyegGqk+LGUeEj$fR~53YIU5NGhm=bEU4nG)G#))K8El<6+y;8>f>+~8$3jQM1 z3eAa*TLIEL&-;{Jv*{iBtL@#s{Y6W-313UlP&ij|I1XdYSa65yig$FT*CSf1pDC|x z=W!GrEn^XYa(4gE*-hR0eDimfkrq6hf-@>xrYRgsYv#_mRbLT_H|co8GfX8G!9-6T z(s&oyOPfEWhbb~w-Yfqab93{n37Ffk1$hBNaUv9J`Te$OW0zL~Z}<1xDES?K(&3-? z+m)(SF*tLbz#gnr5JciVH9#yXSoUD}H*#9~x<4e#c<}_Qsl?3PxlUu1n9? zK#5BV`gch|z2+2%M=mS1-uIn6<3I;iM+{w?=RB^orcctDM94BP5)WSuxPo45HGWdk zwLZrI?|Iid;62qE5V0{TC2mTaJymAR6q&$G;)tcm6QB{KGJfXGHhw@^LRzl{&5*vK zh$Evy@C%s9OB48e=4Gh$(-g;}o1OL>F$Dl{K1 zbN5Jmnt|bQIm&+^aZ84ScFb+ z2Ma=J4!c>cLe}{PgYA1*)dnPLHduW$%~%NE8AE1v-92uaf-n%|tVbAfdkhW`ZBi_g zS6^S54n)wxet0@E^6h&h2?_Rj^FNuFN>3;VKq3Z9M%;c5MKS;T+-6r1ETpZ4P8%VGmi$TcF*e>Zy-Mxd`aJPDcY5Ix%FQK^Nj` zDzQjT724vgF%Slh>-`s#Jwf_P7o^pTx9H2tq91>v;39n?cnZ1d#(-YNjUYookk0^7 zUf#}JcT11}GJgQ$p5LF9IO09c#}XO!gjC8@8VVSD$D<(*q9dX#2S@uI} zwDdNez_p9VV{C9f%W})1eSk^^aqX_($$)b>E}a4`t|VvSs+AiqO2@xWzwFQ@Sm z>M8Im>X_!qt{r$)O)hTUAtw;|PCk?TYPOvmeZNOH=`;7`!)De6zZ(Rqs~=l9@w-)> zK(Piw=6j?JaL(2vrV6A(8NS2FaoxSe``zscILwx+?03W5B;Af1HS)FHu<2@3EFhPu zmXMcHN`3vRpw~Te#!PO6eKtMbHL-SRn+uqXeSNaX-bcsyrc#E75?7GU@%heTsvG1OkiXdzl01QF)~G9dq~KpHg;DD+1^pr~s&_Mh@N9uPxuS0X zpOP{ov2*Qy)vsp0lZS_Jdh%J|mv1Nm5l{BK>#a|fWU8-WdY~c_!Og8*1sv9?v3k;U zPH35$;viX*jQ@q7UHkvV&vG||;jd8pM}4+G{)hTX86)Fvca|1972s}^V&iUfV2i@ek$%1l zhnta&KPJm~A(rpcB9uxR%@7_?E0(R0{!9>NBxU4J$Hb8Ji`6M{kiR?V{!5B!aF>WwR^|wF>0YHHeigo!|Wh>7k{` zX^TAyWW|3liw&tvI{zmSqlNfXBe=4OIEb&7}x;+H@ zCesP${VdPb(Bha*;MK3u=dq=rR`Od+s1hckRnBYSajPnijSu;zp*7`?MH$j>1*}9M zE5UuBc4xoo!H$j5CN;ar6_&#t%d5^kH^|ygH3>-nNWcnBK~*coO7@CUh#lKzUwmGc zK+2#KJz3Z7Ks$ZkmioYNoc|@x#ZF>pCf>8q4CVI3s-S?4JUyepm%h|j9GPXs);EuW z+w#V$b>m{h$e5}zwticV`JJy*Ai%f9`*s&vCSctykj--LUD4nauJVEVROn1Ph-8K2 z#xI@d!{_fZc;D1VcB5I>Z#x}$lTnew&Tb4}b5yb-_rXw7x}U+8y+^T`8`D*fgzoOf zR(1WCdrB3rXQFVOY;F-<`oYMIHLR8mVZsB(SFDyX-LoYaC^tvlz`);Ved#X@ByNYQ zQWPaI@dpO#gY0T|@w)EUY}|3?2w?t;;-iH=9|1zS<(5mu-qPV<%vaS#jJ%)dBdnH# zF7}rpEKpv!hu(YIr5T1qRQ@04pHoP0k`2!wvf8Y#nA{|@A5B`SckL!~`@MF)`!7hg z_?GS+)fr_0MTu;p%8C=^>0}5e2qo1)hVQGPHQ07U1K;r`I6JWnrSKLL5#Z|}lV4?j zX4o#v92LN&GulRlR)2-H8+Fug-e9(O1(*|6rQ3wVCjL8Ig){<-Zvb5!J~51Gog?max8C^Cufji!Tq-2>2`f zKH%MAjy`b*uQly=f{62b=1?NIMcQ{A_Z;n}Lix;CvjBfz=uk)`c(I^%JB?SAA(hOg z*8T7;o4{s+1w@jNa&^#dZ1nsEFc$Yl$?{XogL{#48*BtstGND1uDOYkX?JXe!R2&g zS%gkaB~|@gFR+EGOI;`2i1ry321cs7Zh^~4X?rs;P1xJzYG21}w)XYYjpx;PtuRU% zYxOZ~86fKLifaWuPI3dn4}>#xUC?MGM#P)e;Ls=v3jIyxxPi9w~-8B_LN2xeT|YS}u8dZi+~W{MmN!i-wbK z#r;enukC}rrt=E-;=jNL(Wgr0hHYuVX%0wukBZ|#8n@Y&C~bYuZJN|O;cH9m?8DaVBR zkzIu+(QA#-QhOLlK`k*iUi8duk0d3DtjqHiP|>gXz4cEWnW<3HIbCjL0pofLc6=A9Qo_ey}b!nLj5&A*yU=4&Dhi$ z#5xnO@6$%j>Wr*v*eWo(N(@w+A{Paz7Ay1=Zc_Xc*>PQW_x97q`{)|PyrQL9mQSEgLe1Mz~l^e&)(Rz~Yzg3iFPo)-_$C%2!8eX`!qT@Ah zbhfn~*7`bW|I|@h58j-deV&X@6wyr0v|P>k000Y#M9P6nk|pHrt6oign_fp-ma{h* z%0))|5e`xd+FakT7^NH_7=?|kq4Yi>4a4?k7Zrp2{e00p-ek{Q%OTHA?C)Oz>y7&M zd!o~hW9*+t)gIUQ{9v+8tDf?UaCxIv+7GpH(fzm1 z#K12W2u;x~@-IzM0V*HtW(TKx$I?Y?I!;u3;GV{E9+DHUc{4v|hRT<#maCI(5OJkO zmLKr0t|+W)3#g-2gz=94Ireq&WoLbu?RmrDtz*7Ewb9=PHdVtO?@$+@)8PB9!^0H` zG8cQv2~B!QFHG~eU#5oHBaIycYDb1a6M+Oyd)i!1H?X@}<($9w;9tF6OPk-Gh+*0D zQ+G;tj|)2JiHe;QJf`M@eE!~%Z|}GTc*}ynlMN(=lo6g&$=5jh+ata8rP|(te_>Rt zho7bH_s6QG!C1IKSoIdrOUmS92&Kb3*ZTUD#E-WJ6S@>tg2e!Q)oNZ%q`g`;zb z`&f1OPugmUSkmdWn9J1DP8phmjl7Ffhn%j5pvUYo_2z`rk90}Y1}8|)KSyMDZ{di` z>8xPdIvGHn6GDxF<={=L-X}cB7H4gN=gZ%Pazj9KkU`oM7WDXm$`|jtrC~RRdL?oN z&o_uqNef!u6P@>`6A`{g745{;7daATd58XSSs%uIb0W14jf(#Br>z*U#CYM(M9-~r z<^pg)duXdvbnqC$4r9<4+*Y8uRjB%JT_0HEs|NAeF=YwFBCLVvKILG05&ucMA|!xH z&v$cq^K(HmyOO3$4Yv8T^bQU|fj7pARv&|Ge|DY+uF2r|sE_4H43-e}xwur z-&989GRZdM#06o4-+y3yh4lYm0?3}dR?UwZr=qlSgdrf107#_{>bJ@9S* z+?km3l@GO(bLOwcjqCraX4+s;Ew=TGOWG3<-Nnc>Khb}M7rrCttK>inDR$8=lzqE|EUPH1ypWdD)@3#=Nt)*;^UAToUSWK5mU zT6Xgy-v+e+�)ubJ?wQrY~a`UkE(eiSqKB=Yz}f5oc;$gOTIqMJX7>|H?>0H9E=O zGvw@`c~nQHL64a7_Uge!zxz{@k{Kkgyc70-V;&Nki>))SZC^xvcvmINdcjoE$+2Ud ziD;BzN%lV+g#s=wd16YJ6v$#Io|!aPr?i5BlNlfC7Hpp>j3i$c<0Qicak`58C7IAodjG5h7J)?wuhM zY5zeDCe{&|g*kFYNj6ni6GRAUVoXt=NK>EMY6{pPR6=EaC!6!<<*$=K5R%RT3{Aum zH;a9V*7j@i62;xYc+h`0yLZDc;`1@0bf_2Ce-EY|wBasjnk6RgIr-;Q;s&YHymk## zRu}nTcEsr*r<}|zm|GiV^NuSXltwM_vsfB62SntkftP1`35J_4PhU4heU*72u_rY9 zUVM)QFtk@;HDJCkMbI)-c*BK63APZ40NwPtH#&%a-}yC(#u7%5W+-6;-4iOsrT@on zTXbY2WN&CxQmfDcltcSU3Rf+U{Y89mxI{2B`dtr7hTwJ;<>E@sI&QN#4tF#_Udw2XrZz9zRS9mY->ff!QVgawGq z4wVy=U*a`eNJa;HQmiaA4j|Tmvmv579qUj^EaO*lL4yO+WGo{tz+^jZ$~u5rNvpSe z^r?bHiGxr*%aTZUE_;E_(PwRC?N9xWe*nqq6W1UhggWw zAarxk{xR^L_w@}Wncl9a9))E7*e!n*<_Y=(H{))b*vk&5x#=ZOB}r$i%9N8{Akj~t(?GbKkZJk@ik<7kd|@Z!eGB{F!ApE z4`qqFf^v<5@_@=CZZFmoVY1o}X>r(ddNbCfZhtoE2f#>nH=U8CB@%}i54La)P$FZa zj1biLRyq)dX=5%=$-dnn6)V)}v{c_Gw9rVn1EYi$tjpZzIP?t{eNbJ5CnQOl|>ZiyVL$# z$p5ovY|XV>dDC~T!0-0+6>qEJztqC{fBln(4! zQ8M~(r96g1WXQAey)D7Yg<|=pW{UfM318f!620vB*et+^?**;k6~l3%uZ;E z73{-OA>h9vmV~ez(3D3sjC*_vP<(4@>X_Y9ml`+!)%&ABKj_lOb`E$dE9(b`Ol1ug z7e!W*QT=GM_TLc*6+58lTw#LGb##>3$0xHr8H6CV!PUt*|%YJG&y-i8Pp zkP0~LBYMSHzusC&*P28pDwI>8C@#2}&U6c7R*k0=;>78f&$~vT@ag2DcLnD44;Y{B zTwj&s@ydU3D?t}N-xZ9m`Qal*3BSc~3j9BM!J)q!J(+GYnjdj)GhVgVck4xs!Jd%4 z612U)8$Iy9@ATk5J3V#lcNagfg8udE;T_$x_#Pb+-$MPnpzP)Vt2u~_>%C@Y4lRQL z64yL>=SM`p5R2#7zj{dLEeFlr($hxMkJI^R^dxa}cF!`IvzgXf;_CKut`cPU7<+BY(Y}-j5cdA(LeB-%@Tr}6%ua^A{S{85ar~n<*kNd-?!WCe=B&y>wB~F z2ZG41_Rx>cFgSloCNaC*84aAR@+{XrJA@b&-KgKUWSq^IPn#`X?YCI7%O7vM5?Rex z`+bjm_+XLp?(v4FLcNBZhOsMTe}BK;=PBq>sswmde=n!P)T`0UhF%PTZmG9Aw z3`ScoDK~}%n6U%32jzm$*suf0cVmz`Z9KUvwnyICT!I%~%zoYIyrWfs;tcxw)<~Rr z8;>Q)Qq4BQR9b37>%o!Gc1x-rEG^&PhkG^Y8yG&J^(=6Va!JKxGjKqL{VC?GcIbh zyL<)gz9WQ@ns^!uqx=It2z`Zs4|U(N#nxh+6Oi!9K&iuaX2Tq(x$>kHA+s{>JP&nqiMsol=a&FREX1x-{F5{N%x;UKK)##)|O zS;_Nmm%`>wMX_T1&eh(gyh9fTpK>ms)8;by@_b5Ms@vB2^ziI*<=QLq(7ts+yXV_@ zy#I*ENY0Chx#D(dokN{zn{(ark0@hQB7jh-LY}m^SroQ`qoD}Pz@EbLnAv8N&S;ay z^mpoq5srNkB+?uI_a`HbC%KhbKk|dBp2Q+`U*g9eJy0rs_4wdCkzY-=18mAKzd~p1 z=HFT{9l3fK9eg5on7E3xM&XBW(^o@orL5^y<39OPSnAinDSR9=)P+`Ge*8P@F zn#0f1?w&y;Cc|ebyXlO)z}YXvFXx$fDM;>+2J~l;iu*9nT=t=Dm?h|x2$_H*j~&z) z9%Jb#860viqO-x388?0tlJ5CdfX{bG@``7YADdp&DxUaxVRx$X>eqUTX;xGFk@$s? z^x%~7$iAviw$9{f?a|K2VGU@luMaE`Vezv(B}O0&n_g=AB~u0-*c1{f%`(mO;MG-h z_}16gq+VmlRg0!7SC7)`5s3D(vos0mG#hO;{Oyf$mo6XPxAu)v=&M^JANyZ@zCEE7 zzit0Q9CA+8uX3g?Xu{XKy8cBtY9HI2FE^J`4kL{=_N*MiA5DP&mExD}z0l!{%-ekp zK<|--r9saswFX3`htcTF;G$_q+7){Z3H(EEiS4cOKTHB`Y#HP;w-4_1z-(>(Vb?FG z;ki1q%gSHMRaPI_Es=_ee(KbDQ(b2;`L76+V-fLqu^Kci#Y(sq$Pq=(6oJj)bT`wxnKHFe9>kR;qe~n4jxNSp9|o& zrKfQCQa^Fext~s6?!EYE$wU)2f-4pp!|$Uqq)$nvzqZZ+6~an$HU)iMk7@r`UuPK> zRonM#kj@bS>6Va2knUDWq;o)8x@%z3AzjkV&|T8q-Q6J}NF&WV-uLtD{T}-t~k@BH!47R#b&yrqcgD?S$3->O}5k|_z2m+=n!bU^(eU@^oF{NhfTIr~(s z-I8}&*^S(u<5+K)NVzqU2R12xSm7Am4AiP7j))}hbQF% z$uYS$9P-$hM{A!)}k9B)U;P6{#DLXIf)ZOozT<*l?G@IpY{d>snUW(_ro4)@kZ(!E~qfvUFa!+7p4E10UA&4FbR)yH4=5 z@nPENRwzp*YP)Dt_+D~=&cEkm(bNzvd4J`Kmq_ct{qSHa`Z<}ye@yURaIz;PUAU0_ z)$&tiz^d+b!vOJX0iY>W(TM-c!tU3yUhV&@ovutswYV~*;D=R-^L>3oGRD9ftIm@SG& z6u{QtCCrH-4sLXShKmaSc?gRIoz_~NxqZsub9|ldwTATNVgt_W^F{`goc4gkLAZC5A=fT{cBVoS$bn$3K!@ zg%Al1P-YgYl<}bUeAJ0gU)C(2p7u;vFmfm9g`sVEdW<9@wdOyPkj9Jkjq0d=U~eU` zH1Bqz@;o7*{_$~n2mJ2eUlyyCC+^bFz#?R56FA>zg|%0oFojj?h|Gz`%jQaB9i;Ps z3y`mVT}bNS@ZW5>Oc~mn>Essfk`!&@1TWXVoR>pkW9F28!vt(;`CdoXd%!TBp`*{W zd)rHOzs#TOgC}4lnN_Oi;ena8kU|QVRt5!Or*!jdyO^~ZU=A{``3)Th84Jy=OSvp7 zW4hwKtai_SUo&>@ZE5NYg)<0~m1TWtoPlmf7%8*g8CeCd*W)_`jnU+tMuLs;l~wtJ zBhm09UUEEqgnm=roq{AVD$3O#Wle_hOhC&lrxY`ugtN5yh@Ewriq-NZO}k6m4HHLV zU^A42fOcEp*PQAP8#3)?oAeFTvz%pKmWUdy0IQ?9LnqPT1VCh}}ECqwk}SpAm?ZqXqe zQ0@c}na?5LgOA}Q9-8Fr4z@n)#b`T;MTgk?BBxLwN44Bo`Ea=!x%FY3QR|@6aL-2h zNHz6Wtip*7v=mddY_*N4JNk`QfcmNEtgwlk@@_0`p?K()YI4O??`g4SKz$yH3-Nar ziQO=imXEXzk9Jz~$176Kjni8H&_yY8Mrv5o6{$QCHbv`chl$K2c_v||G_gNAWW;9H zRe)&(H<6~h6w8CQY}ervk6K;WfAt;KH~mH<`5n|G@Td+pI?sVE2$NQ{G7_HWa3BN9 zFJ0pzQ-);N5x=5AB6k5lN7ChftU!zcNY|v`_H|(g<%);ZpP}Ex<;u*OjR)7Sqfyk$ zb)|l+I^YUj_2lC4iQeCvFEqc?gzxjd2af3>Uak=@6<-Wa`t(8{%kwhm(-}AmM^m`B zljH6gSXd&+JvQ_Qy9!`MvDm@&iDH3Fcc82%jmvGEM36;Kh%$HBev8ka!Gi8UZigKW zF1v}VTIXNtos*5v4n49S#|eprwwV~Wy^rGBqCkl{eseT0QkmRo$KuUvz@9^x5J~N+* zwLNXk?HK(j|GJ4HC;vhp3pd;5OpT#020@q>rY!k%NgA*c`ixsypq zlIeXV^KRAyW&Um^!#3{h8-M;c-DJ2dPwmrQ;@Qo`ByT5Gg_>sCu#SF-Rt7-Ztk-2!LzSVk&v0#Hwyf{&n|1u=`$20o?KB{ zFXl+5uGtL;j&GCN1oW0jkzdx1j;6g2lZJ4l9nO}>={1bHoXkb^g+FQ6M`V>D)TSHO z^_o5W@ZV!8&wpSx2L?K+aZgUDn~!BN2^La;WSkue)ntzE4ur&8A^e47j5^ep)B&nV z5)s-0*zn3>{2`JoG*eu7R>EXN3n&e5dbT%5AjU)Q4%=-NiaY%YOui97J+aG`px=VP z=Mhxc#0e}4X73Bd_8#w|1i@zldQm78PFW`nMp01M(cIt(C9*AB+oi*y*XHfH!*T!s zoIGXlM+iR|^BPLmBUMm~lMc&xg6-OjMV@W?IOY;%7wx~ltsadU;CqLZH71A0)a8#M zWzlPjDT-KWu~1m|)6zwKiX_l^V|ZIn zb~$_)G2^sTF=N*=?lc>pT$`S$@KO`#-8)v@(3)F|d(Qv5?yV&A@Xoib+xGo0?%l{k zupq*ogL{(c z4lD)3pd{|=ZFaxWl8sM(kDgsAoXjrM%%&E4*zn>$^BReb%2!B5#TxGL$XJljHx=!m z80aK(bEib$XHzMV&nuqwGXZ1>{v1otU-SCH1g7S$%$;&HL^)^d zDp621P1DFoB5PwTZ0 zgkxl>GF>>S=6im6FDKbXBe!JN07ld{@@l&SU(;2^EmvY@<_%f%;r$T$z>?N;f;f*w zN?Ct?{WBg5O)HbiubS8oO5(oVj0sNBZE6cFoJGh)!)Z8=!M?$KRh%Y4Ak-@XNhIhM zmYWVND^Y&tc%I6Y;ifEYa67NqjfE9`HWy*<5$X8aJbF=$?)rw`rq)lJj9Mz&6IF@> z+9|A)AN38ZzH7)qJlsf@hFtC*IsAhjI5U4+%m%1)deMNMT+5Urg19WDDb9Dsi{j`f zMPx`nIDd@KH`A%l27PCP_NV@qlM2IwlI$rJ#FPn4pp<-{;FQ}_9xrw_|5RogTajgL znrHclYxgMBE9f(uLm1HC^Xe(1<^?G=;Pos4nii7yT}_q(TP{kEOh)^`zQK}0r*A5@ ztmc1H9y-XI5vjUd&7D&2^eLnUy3VKnnCySh_jN>>)aV{+oN=#jZoEEIz38Ct7RmkF z-*DGFE_7iW`D0_xykjdNQ9nBIrPbp8)UEk}q@nbCOvj%i*{@krbQ~nS8|~o%01n-a zsH-#w1GaU+sfBGH7&KUucGn|gjcVbyQMVb(cbY7PGOF+>cFtg_H#EUr-fJ)yy3-!Ry@gPPcOY{mUc zu3_A39PY`35FP^@su5I(UB?q}Kln9aQV=dcjDi`|Umuw19@uLH62Vi?mi%RgSYgoF z8ICnI5*ARE2WA=gnx~FCR*ZefOVfr$JVSqD!w1@jTj7RVtF@S(wUX4Vu#sNw_`JP4 zjPU4YVPyL9^lD)IV8i8@`iRy~vP2_I;AI(>TG8jl6!|=>#kU|+Ruo-ebv=K&)}VgU`IKF}a=n4O&W(0PvUa(qUF2Ki0*`E7)e&kKKC zV!Bvw>Zbqzzw)qiwJrZrGrOJ!vsA4Zk9jbdIm7)oH-iSna%wpVq_uQs%FMW>J?yBK zhNsn!NX8aK#)XXo+fW04choGUL&5gh+kr$l{|p0$%~tZ$14+X}GKhUyw^G>h%qZhX zoj7+glB&~Kt@I;)z@Lhi?O-%XOUs8Cb|aLadNo^-t@3zLJ4_%5B2Xxe-2c3>zo+8^aHSHpO|o<$d`nrn0dUen#%-wXc>^WN=)DqVn zEHKXQFAU8FxDJW{lRixr)k1j}>)RG?VG;+`jVk*$=ygTT7J7@F!tW2HA6f}D?kSxG zPdB=w&W)8o$*NPjkMvBocwv~6T5kuBQT>n5_nCkmPt!u(Yw-uMt&>R!b@GmTj6+=9 zz)85ry3qE=5rj#sz=*-p%}jtQE;or%KHbc-cEwY>*v(*~ZvG{!&~vf9cCOV`XRV+X zD6ZHz{w0m$0{zuJ8zhD6M5}qH+FLo#Edj1VR&yuKr~OOsP@w}K)t8F7|BLtm97O3= zmB%G_U@=Ei#R6rpHyv5%Jq0A>Yby3tCN5CJZ2)2ttj5?^H8SWLCD_tBW|_XMB#_-C zB**Leicjh>-J~YRU#_Dee0k)Y+}LMjMfj?WLJ(3J&y&_~tWHIFZ2Sw3pEn%mQ~;C& z_ep=Gj~?S}Dr5L6oX7_AbmIuXDP`<9_w->knNm8k`M9OhJh>E|dXg5;qVLY0+GafX zDs={?ce55$&r>|!fI1yio2Vn|pikYTg}Oz@y@T|L*ztmqd=gY!$9VOSQLCVD)!=kQ zopdnIQMAdi?vALsj`%`euOS*lu(lC${In}?N=kAp)FG&AI@0CjWJYY zCOE>pjyIiPKnY*h)(u!2OA$)_ajr*K0#vG%ve*{&P*QmhpOec|)g677lu)5SC62|- zWLLPtoBy;w(0WMqt)Y>5eIl^HDnTVp0zN-1qdTgy!hy7jI($s`M|!!XM%WW?GrpJS zM~ua5l?q)nMwJ{w1+ALErFjOWQKmCdgkQ58j&e=&CGxl$wnG5B@sU@ZRat5E1SEdj z?9bTh19{hN$`2Eg2=Fkjz~}Fx+45C6wJPf>qFad4Wm-}-^)~rT?j2t`ughkt<&nN> zw4pnfev0_{dx6;<)uxn^|I;+8m7DB)kb&H>zzJ3jIPxY#ZWmK4@RG4o1!~>NC5s ztCeX>O{Me3h*mbh7X|9J%M#0Bw2ZP*BdyO2m3Z|?yL02Pgf;|4EhS=rUZsCP2C zzZxhF>JZic8b zvydQJ)Zl$fWG2_~8oNiQ#>HB__}#=AhONwG0(N@j5krl(UbEA8T6Y-==Xk4_PB~-3 z*rH6Dn+~88mim($>+0~$;5`Ke`_o|z&iF0`tyeJcV^x>BBjqYynA1wx)d*CZC9v_o7`l>`FJvp zF^4m-UCDFgJjzq)9Ew-B(TDO4eRx7O-v^kvjRq%9!L7Zjju;20)OZW5p8fjLRE-4~ zhF<`(R}NergUEL-XZ%aO{vZ`~+x$O!6*&@?29*aQO#ov>-likdryY?wn=Nb63v&z+ znYjz9u&7gdh31(JSN?jHl<}d4^9sQH=&+9Yjv``XY}8h_KUjT4Q>!84>Mynmz_`_* zQ)x~AcDi>kNgVm*2E=-K#O>_|`i7#4O*c@{k#7tn|5Y1tHo;o@Nz0=;agYD28-ez# zYXN9Y*t?Atz6nK<$J!8T+Vhc+Pp7iw?j2<`@-AP6sC$gr#!5w77%Ry8@3D|``_4Kq z_ro?nd6#z0)l@|n#e3B6r6jfh*(;}_9KYu`YkuCaBd$qJw#&3*n~D5Hd>14fSNpl@ zi`3dj``76XeOfu8YKXiOuY4+AY>c488a%dV6L;jl>DaVnv~y3&m}=V31-wANm}06p zGmP9dDH_20E!#She*eoIE!HzKaHt=>Vw3j#qQTM5pjko+5dq|SRv%^V190M1&Y%?> zBG}zf*9X95c>a9*L^^D8zUsb_2==HtYVNlvoD?}LDm zes@ll;}U{q$2|gqZvK%6t$!XU$hyEM#MLpV0LrfBN9ucq`=70Uv~yp?<(X z!JESh9bN_%RU3NefqQO~uP|x>ZLd6F>eW+hS#tayI0MmDv!n`+!2W zA{KiHAW?|l{nW9kR^A>LxyQR|t<9{pe&F4FshdWCi@_ywHpKn_)Ue%zCxQ!MxGiV$ zL3eQP*v{BUXE3rq_4|ezzc~M@cA*E?sK{|eeOeza4NP*fQESrR>z(%-E9hhlowvkI z@885Y!KO2iDVRa-HnnU29d_4?fXpbeYTiMCl9rCdg(&n6crA2Ijs${Z*<*tJPiBr) zq-4<~W}1lK{hE`2U6Mcjh|Jh8X#5;iKlxL#v91nrC?7RI@G(bZ4yi(Y+QUJH5W~Zd z#ID-IK6J)yfybe~)La(FuRZLq9h$P85uSETXo;Hu;;T)iR2#12L-aNDoM2P^(e~{m zO5S)B0NyQMaI_%sm(LsXq_hq`X6tJ#+BFy>EjO`7+aOiVlEwqPV|V3uq$6V2XlJqUjv$ULW-_ zAqc~V+j@arKCCBcb*u}v9p&z|6=vPL0>AqvO>sv_tXOng-fiwBo(W?`VX5KiRY)1)72A?r=sk0m;zbeO?DZ7U_xi^xHhq=TryN?vLN-l|2p{+DZ z%Y>RGL;Y)0ReIU7^k1W_#|-zFkujCnf8R4R&)QoEC?Dv`kc$fJj*L+e>Qq}p1G+ES z$>r9Es8|%(Du;0|RgXmUAr{6@Mo-^7GoXx+$j`OwR1aR;mWulgZ_sb7^sC30%DY@f&LmW4me_$8pbmsPRQ6sIAJ2Q7Xe zq4CG5AB`qGY&2fRE(RB4;s;~30_^67yYZ3ry73xTc`A$44?48(ly{<|IL0MQexhnq zJCkQ`#6Zq`?nyG#{04bgGcH$ zH2dHzBR@fZu9!Ky?(QIz&Y&nxmxHA)%C)j6v&Xp9h`O1W#ZC^;E+*wsj`koEZ4CyY zsC}VJLZmq=c*Vh=(o~0>&#@4P3%pSgk(Fz&BQ4Pk-Qmjs=Pn9u_&mZMtb_oip)V9< z>MfVt1*0-?Q8IGe)^$j&q8e{Q1OIa;WUg|jlDk_u68M&=e|X-Ii#W09 zqNnBSi=2((>(qhBa~{M}(+P96$@F7U!mszR1_z~yfqHVbN8-3tK`!Af$S_r8m7N?9 z&Rd>-nj=dO_OW)JLlWc2-K@|u(ki%Pf#go~g+U;q^PA@FpuFqw*owIR-WB8NJ!mPr z)J@b~*}E-|HEiG(A08}}&^Xpvq?KaU->aBKUTa<7{VaFhh#vtf@@=c9F#;2ZJz$AO zvOyh7t(3i25kba2Lr6(68a=^CqX@rk-PGO3$2e)2Qi-sbEC*ZFsFV5qqE6Q~%8O-t zY=PT*E2TFw`ld?ma9%^k>sVX6@B5jUw}}1-p7=@%`DpC}&w309bnjt3v#(|qoEy77 z)oYq)RvQ;VHl;L_k3*XVzN)$??V#lj!9qa;bCe4i1Ga{;oG~t0HFhq6Nc_4D#~OyRu|#ML|0nAOlNe!DdZ(zS;njX zml51P@YL_T5T$l5A9rc*%GsE;ttF+00fLu;WgCA1!SOTnFuz~KnHQ?(aPi(3AJN-@OBs1iWX>)LEX~*#?a#8ATKh7j@F&H8Og*dx z&gFMDp5M6?U}82ZcdWhf9j)WVdXoTrSFeJ4uYIBDN|cF=wDzcgtCp<4>MgNTm?Ve+ zwQlF)zy7&s403k1TK?to8sKP3>q~~7Ax`XcWKtW5shqFcX%@jB2JzfdlJvBJ`=kBa zLiizGR0RCX-%QuvM2PnKFWPNKEfBYfGHMQNCI-F?Xe!TwvOFpgku`!5+^0-)RwTKq3#m}d-%Q@zHw z(pGP595p;aCbJN~W^u;SY(g#Eg7D;v_b#T_`lZXkO}|D#?tV~np+fq z3-z&6PE`2uLju2$GC38Ox3RwvRHT{AAYZ(G-VM}cdytB&L(E^O;ed5|1{yu+SRE#u zfulkp{K*Me$~_#GM}z5a96|_F65hX|;sl=?nx_oD5a;v|LusvJN<{1z!CiZW zS;(PDUfkzhTd5116CuD7KJH5dO%ET_(k*t(!Gc3a!dd+gklIxghfbEio!%|~-eI`P z-jZovnJ6BX_%0u#H4U=O^7{+iIkVJ%uHnBdd5&8LNK?}O8@>Bqu8|a^TC7>VVLZ3T zH7*z}Dy$qND?ReE&F+ zd)+nu@`a^Rewryb@{p{h{D<)Tf2C{x{ua&q2ZR1#SNV*B&7<9VAP?P#gMB_oDN2@$ H8~FVXek>1z diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.png index 7e96bfee23b5034f3866073bec19b9590c8818de..c3265e2ba52b13f44287c26c70b5d8f8d8d9d04a 100644 GIT binary patch literal 131545 zcmeFYg}Zf#9ye-F>hC!QF$qySpd2Gq}6Edw}5X4#C|WcFw)`ocDhF?mqhu zEc49MJzZVxRbBO~=BI+31Tq310vH$=vgEg~N?>4+0MM5b4hB@hE~ml>28K{!Au6gM zDJn{$;Am%RVQm5i_U&g<3apCqGFIqh=Miach_0yJj5ZieZrDb8N${6g1ra2u&+V+- ziJ!&9ppw7|3#hrVRy0r%vA*``QvE0?+12k29ck|&8ynNU=)AkvIykpGJ8ho?9Beo( z5`+Dwl?fn$Ook>&$R>}xyeSwQpi*#P0>h(*)Cp>KEvzOG)dJPvioJN^ z`o%&n%YfaNl8Uwu(Eu6j@(ZOh5CLo$=clrhX6ZM=c)>n3Z_bz)d!jzu)KpFDU_Mk% zaYraP`Nd+2k3zZQO-o8?OV-py$FmGs7rEsW$ccZOA}GG}rr_xy z5T7G(s`DW`&;VkRrgDiLie(!W*>}MzdNzES*kk^3chjm^>y$AX0UvjpOoYpwy-V>E zQS5Vkqy3|A*3Hec)IBNN3zO9W%a@0J`}|jmm!6D^?Ed1(#j)sw+rfSJm$8Gd($~;D zS@Eqm2@ID0;EldAin#`h18rs@W( zC+mmAri_f|&cr1Q=CVH0M?kCK)8WH{6-}OMp+5QmlJgLR zsIFfNCntv@rQ@)&!0elTP@wHk3{K5rBV9AZf+GlFnu81IBaOvP5cnfrf&oatf&-~h zQIf&1wgP2HphkOXYltuc(Q2Si!Blf#P9c%EP`M#idg1M1zJsavfVIG%L$csNGxc&m zf>Dyf^$8pQfG8DNi3K-?Sr%gdjeH#tm;*;mBo(Mc3iuMJCXAnpRzgq~XqhX1s9u83 z3#k(bliNPU%ns8T($zx^gre(7t0A?9pVj9jfRpHr*j91J%|OBKN#B-g`2>J#?ls$@ zyOh;H>JFw-0HX*|5;@8lQ)ExXro~9|mlB3ov{D!-K~NzqgPspL7SoaVsaUO$J*~kG zEi0CuuQT<2XwHt3Rz|zlcgahQ3p*7_xLRAhZ z9U>UY7+U)kX$a7-)u5>Oyzu!XCTgh2K;2Nf)~lv+$@Y}Q6^bvQe_O@Dlw18fb@b2C zUd$cW?N2*$yP@{^E%NR(9h@657ZLJ3H&^(Vn2(gNG_R=dxW4fu(##~>=pyjeeF!4B z27t&oHti9 zXBN*tocKpf>dVh>>5{PD)(hGT+>BY5V^4+UNDgAT67Yx3hGTwb7tqXL%^+Dc-D(|K z9&sL#9xbv$;X>lJjiIG_ry`{0vo0Fz4x#>soA8;~jmrI2{8O?Gpc9BNMtCWMH(xVmh|EY>oARc0l9>H?ZXY67K0 zbsY6X^#UE{(yoyp8^?hn=nr3Pg8b1|9^(%$# z5{&YOvNe^bJSo*XMOpRrvX!c51>{Q8GOVhm?>5yd9*ye92*-@a^mm4L=0y%P13(`+naG677 z&tzMR=8G1`^x0t9vX+VJd!d2Qa)^(J$5?BeRH?J$PUGq0VGN1%f%Kdj4cZ+|bImd} zYnIDaPwOKawEdRd^FCG{CtxSY3pxvSHZnFEob#Mq*27I*O;$F1)|*SI%MPdaE9a4Pu7UN4n1lFjs>!&We+WG zgKihI)Ure-ce98)Gdk70T)gr--Z~;WUwr=f;nM87P*RNkK44?V&@ z+ue1KPZ`(XL`7bK4f)T5A3#V3#097Z#01F%1q`}Jz6`PtdPm+x zGsIvHX%1FKx1&{KO-5XN>!JAdWsXXQ{#vuaXxco_$IxJ>azH%d21`#Xujz}?@Nglk zbgFa=r9r%5LRx$mt7xjr*iU2e>+?Sj$=Fs@ClsqeotXlI4tt4CS%ob{iN*Z#F0$*% zyn`+WYW8|p9qy_fTo&&Z92Ug0qO&Lk@+QAb8%%fD5?J}3u3w$sTj?t+Ix2(%QgakY zboV=~hw2;*a%uqhBf1&uarypm1%SBPL)dBiDs5Yr^Wr_0(U|?=y{nsNHDDFB))oCG z*GEdyVNyksK)JJ8r5;B|T34GZas#D@?4(v_Bea#o;!~xShWz*JuJ>b@a^yYy4ZFzo zCDk0wnkxN2u-(LIh=qtDAHHK@u)UVXHxik-+=dBYz)I1=a-7T#u z2e^D4K9*m;n61Dxb5#Hr;;JRaTMR=ci;Kp{|)tcgEcm3W53xpj&F(Fpt zpK(`tXdk|)G=#kxHn`aC8j6d#h^Z0R1q}OMyEJUkJXs8|otZ^V+GJ(p+z{fs*B%ZW zO81TqtB3ggeye?HygD)R^L$hGQ0OD1vMGUuAaPSb`!~aakqki!;ez?M zn5(Hz;;_Hy>4*0C?P#6}82xZ8y@1izx(^}mG9@Il5&(-8_Qu)C=LfU4qQiBGKDZ`$~(_xxTA8(-#k^8pdR3&)}?Bh&{nUkyz(Bu!;y!DvBw zI4}rsG%!d|4jl9W3$p-&`d1zdj1rWBEZ+D~Fj!EE2Kp-GK>SUG1mr;elmAyuVP#QC zNl+zaBS#YxTPJfnX9Pb}WiT)Z0SgrkXAM~yUL!jjMgwCzLlZ`K8+%YqFfe|1UQpJ? z#Mywv-NxG1iPv3#>|Zr_LHWOmnaD`~RmIs#fJ{SHfkf2K(S(GPk(rU141hpFLc;H8 zY|5+jRs28fpkD%H=FZOcyi81PZf=ZjY>ak}W=t$RJUmRytW2z|44@heP9C<-2JQ^D zPUQb?`f#;aiAZep$Z)xrj}s-U3(xS2Wm|JBX^ zqWsT5|IMlDWa21lX9Hq%2K>*q{D=9!iT`)Te|4$xUtO{>|96-FMfoqzzox(|?`Q$) z&ET&!1hDWk{jakB)aPgVYk~i3!T-IR|0)G-Cjfz;>7SzkK-iLC8U_Os0+akItl|!S zssrtgF^tBzw!XgpX72{?+0ssYZrdwj-`tPl<|cUV(9+&cK)_i2E@zr*ZEET!%8gbs zlCr*R@zGvfEZxTYd;Y{tFbo+#Ef@-1cxy;(YrdQdgF-5pxH({kRagiW6$(`TS3*F7 zIw#x$g$NPoPeK9*_g@L>;b+uAswuZz_W!E>Hy0^MWDI%mm+$}6(0?cp0uX(VP|u8s zF#p}wzgs4U3chj(jt%}_oeAYg2;pQ4ZHCN%{rA}Z)uer}KQka2HQxSzQQ&Uj;C9gu z+ZFKs&w>B-D;gDbaOkrL8sq;lrN1ZvMBoPA5I)#akpCI+|0F%1L1X6@`PK&wF5I(; z`uO_9=JWa(2k?3RLCTkzgCp$^HP@&EQMrp zAR3jdoZstJm`R!2#fEZjpP0(4;~uTX;M-?N?FRG0l}{aV*?>24PQ{fke~<9B7!K;8 zdWO?xT`Y!3FqcF)P+^JLfZBFVBay)g27!p5TiRW4Ie(wq(8MF8! z3K2b!)hm_7>@$O2YgQJ(OK!U_BsZaWayk+B=CD5u#rdO`Jn6naEG8pG9q^lYkKgAx z5;u3g!TZj0-jTuf2Wqd)UNAhNR>;}1-w(B_<*&ISp3ue7K3N`Ca-KO#&@6wz@ywrFVzq*^ypwZ5j2NG7h?9 z5-DA1=hsxr)uvaQ?R-Ovr13#V=3inGU>EA&ZQ-rZ54YW~98yQ2VzOwvCJy_FD3?k; zTdCm3=ebT}Nwhd^o@#rSAVJsDm1>+=z4F9j`qY{7)hSc~pL-dLhz9rPi(eIc(<7Q) zo{(=Yw@^t;I%8Oc-%Ab0ghCqM1_!PZ%&1MS3sf>k!CR9UBy&YVR2HvE;h?@i_1yX+ zV9|fYn^mq+Fu3C*nZL0*Mq?3ie?AzHPGdEpov%_&&l8W@A#b;sHLC&JgSWWyhVuMy z?}La{E|#ATd$^#{S!uwabG6oHH*MBoQaZo~hQfTBN+ff$!&mxfrm&Ei9;}Yaya$`%o)yx1xsJla z)01|5vF#4OL~3v3etP~wyV-U+wfw!ir{7)jg zg;G_veCy(Pdh_Awa($!+lvE0UP;ARipws6iS}u!U^5J6hfRi#8BNCVW8IK2Hac8*s zZ~b@KiTZfGaD9LmjPzL~wKD_(bAAX8$UHhnEzo%` zJcl$;{CI2oL$N5*B1!x=ZC5Zn#3m$o)KRH=_cqGtE!bj-cCFG=&={c(1KKB(i> z<{0GjA!}B?Ok84M{X(@~_MrS_=~M4U_GfYlTAR;6DAfH($|!v0NuqVtHXH3`<%cYR zQkkO}=e-dVUbpwa@Ra1#l-7DP#r{EApapOK`F6hT`U<=86v^sELb06E!Gun#CbwNX zc2;Uu)q0ykkmsHCLmH>eMA~UsgYy;HL_JHV`x6tJBZtMs#+&o*KC8V;8k$|Vj(QKjGL&lr?^`F$02grnGQHl4WUq8{G zr!J9jc{Y+&7e6u3I2Qa+DKb{nsxgL6-?GWQOK(zEW9$}L-T{0`Zu;s-3g-iGAOm+^&aDrmc zGqO7XQQXhotBS22YNglZe5o|T5C(s)T3WNtxRA|kVk(Wp>M)_%t#eSe^ZIuRS4`g# zNQtsrFWDc@wXzjTCP`V;w>cjb0kde6Xs@~|9G#y=R9Cuu_{6Rj=6Dd)lj2bRzS_6= z$hWE^QFMQ4)MW6uDYCE)MErS}?qDyCSKe6TnG*ok2<0IrG^Ef|xP&n3v<@=eYg>nZ z&Z;w(k+|QRtJ3|+CF5n0M#2F-5RRM4+h8%Mw4@!b$$Q;xgu$SNK?}UVRu4~Z0crg} zFqt)9X9y>SN=sF(jz1`P1JR%O1q9$IwQsQLRq!$vi$y3^|B91N@b?~i961YLnUv4?T+1Fh=JCdExgTWQeShS8}Mmg`JZR`UHmWU-la zOcRzrXa>!${|tv8NoG*9oUPT$rUr9Ztptll;z*)X$`%=%p964+jpO+}5VShX!P!)F zZ$1SJ5fKsHUQUy*beJF}(P<~^r!~8rs0DI%s8uqJrIrOhzyd3y@HtEMRLeY58v{tk zlGykNdA);^nbkTy?-jPSn{Cu(Q0`e64NPe~8_bUZK>jFyx)O_o!MS#Ic^941ymW>b zWPHvtezID7^Zm#p&RM<|{EJ_B)gcwb$D7r}neAJJPY~#E1c=y-V|Y#Cw1Q(VYTLB& z-v3y2;9vnc@0zen!Tmv6aS$GdP#2{%;^h*V0XjyM``h_L z&m|)?fid`P#60z8Mem)wO2w|@C5BJ&fChmd$-tYrkpL(aa^07juiRZ_MsS?40c_Bu z!X!B)U^kqo?1Gp3YT14l8;v(%PL?@C?aE=B)a-1Cbn4YbP8|{h{rw3WS6P{Q<*NC{ z9Vi1?a`jCRrj`0cMRMuFSxc^+g#WNJ9{fOP>cfKj)j;BqvBrv6!{*jC_psg~_*rE}F4 z3;nVYK^=Zi^lwWW4h-&*Za2TN7?llBYcy1VX~j81x1m!087Jxnn{oC1s@=FY(9(g$ z=3ZpQ@9>9VGN;|D>^Two(WbiIjHL(n4RTbh+Qh)9x<~G1w0Klzp3EAfZktqk(|N&z zH_BLCED35X>f*ylBc zPCKnkt+H<=kE!odzszINAQI{Kc5y->eQTlnNNmnqtJ_!(c~1n~zUKVIP-Oh;HLT!I zHK}Wb(kU8ryC(Y!{;6Ns`T#^zUo^0;RB+tT)yhkBi#leL25#8cmMax<;vvpOv;)vB#P;Pu-^WBa1l zAY`(Pt_|Syv0BXwaP;f6II(^H{SuHT5hGO?ft_b>u8veMR_6ly?W@ag_U)o?9ut#RKi+550r+ zG806t7JJe&qZsp?B3bvF?g`QKE&xr(L$lBcTXJXSQD^wkuFtqj{Fk3c$BkB&g0TSN z)52+LMY180gkX4dg{!;)bGGzmWE^%NW6k{+ry`kSy-|q|6W)g@9C8c{V<-(g{!uQjD~g2wUR+;*1T7msij*4L{U;KkimXY71y;f<%PX&+kqZ% zX(e3VSfQ>>F@Wz?&;kCzU^qlJ*(kuwt~Zz^U)TcAX9=C0DD&Ai4rJW@iL{?T=E8Nj z(-m2DONM?DMx3*vGY3tA&G4s?0tisQNG2y5)}0(x=XQA9%tU9lA8z%EI;Z2p&>wGh z`ADB|Rj4obk>klMXXFk>;n5CC+yG(Dl5u-KLr@!q-Zt2t;pt6pmE;KLQ#ROb0tWp5 z7%#4oFq25c5H+5;wK?n-mDwTOwu)Z_mABiN49*CFo+*n#J>_4_Dd*A+%DD8`H$#hueZ(HghtGdk>hX zE_h}Kd~SU(4x5d@&^8n^7!z0unb;q4nLOhgBNMbJwoV6Q3seqIZNhJ!4c5!7dn3Gh z0f8B2q`a=D+yb7jKn|H+^Qj(ixdV762X1v(m;Npy_cAszf~7XwOl%|7LMfAcYHLe1 zp|d?qvha!KT66K)_-uY9q9?6iRd$!Z1Vs#QXt(aZHhe7;=0xKAv+jty9H zI$aq^3&~g)Aa(`v)P!f$wnL-h(*Fi1dfbGz(oe6RKApvqfxIq~SaO9tca}mOhq=gj z3hAl5kQ+=CRtzkSq8?`u8J%C%WC#wLYxM_Gyd;k=Q-1zw9yM!`4@6wSHgc>kms{)M)u}zR@Xdv)WLk=T})4 z-is>*344Das+B)Wc`wxLIB)6s@ebK&F&{r__06C^vImJJ~xR7k}DrK_XWcl-RyE8Mgb!Nb45gT3t?hTV#m424N>##iC&6 zW#a^-kJvcOSJ!_T$XUFrW8;;tTqd3hf)X;SKxPB$gIi!DEFL2p0v>w_#X@x7_;u3D zKO5>7;tyyCcR81EFH@dND;Y8HQ)wQ{r30OhYHoj1d(_3)b%KR^jFOw zGE`a>bKd7}azXQx0?ohM6WS6LVh03NPZkXRUGxvOwM7Pkcv|3qU;oivf5SfkJz*fA z>Hp{Y4~+5uug3qJI;j7Tv#}X@w4C`Tl%owbE%8lYRYkdxT!>b-^Zj zp+^kxCV55tM~eSGm_3sL{@ttqedocLY$218r2HKUDW!nGkP@{s-iD7JaKYTC!z-iX znL;{&j|1YA*~xUSY+ChFLtvFvv+Z29pI<+7etOs^;v#G&T^#7Am(EJ<<|nVL_}st2 zjQ>ERm-XaZc9AITAW()g-)6O0IYlnhqW{^Y!Ez75v0Ncwe>`2{ViVs=4?+~y-90iF zblv&fl!1`XMDb{%yYbOD2&jOIfF6*;n}mgxrjhSwZXut+FUw`Sah-B(ASaTg7JS)L z@%HxmRNsfTDTpqx-Fm(0_kqkV3$Wip74W)$ZC}7PGTwZL^hNvPyBO{_)VJB`CGB>; z;lv%|Jw%K4e78`!x>=6^US=)f)PIN1bu@Q0>swXNFX0=?*z@IOb`wx&cCI>Qri;n003TYCklz*U-T1WZ5+%xF3yROe+oSk=iB}Wd{n@t|xpRFDT zG@CppVVk=2k#u`KR8_C_{?0{a((7sn>1CHUy37Ljh?|Ffe(T4pNN=`%N|UkMY&F8r z>D;QkWR>~C1swnu+S7nrU+ONo0F(Y|KCL zPQ7~-=aFfoDH}if^-fT?*ynS+^=ea)=|tLzvmn6l9p&x9&u?{S)X6xAY)Th|ET`G6 zG^DPrtzq;VB~ulY?+(Tkg8)qB#1h5B_s$oUZeIb*jfzyM>)1wGoi^uOL~JIdJ}7ve zYI8uH=U9=Q&&yrD)4_ytUogBonWyaec|Wz}&M&}D>veybTx?#0&1Q5D28Z2rU?4Q2 zoYA2BlvNg(*WJ0S!|q@qEDEvGG?`e5PrEDo!^38(WLxo$-XBhW@7vfqvr+N>^>xf$ z*eJOVaLB*VIt+eyd((J;!X%LZMt+OUDkmO~CA)#0$`Pvxjq&f;2G4mZtqx=O@ic*S zGzyuo%@=D$a)f+k*WWGje_=vFKtS9b&lQvSnTOy`848oRF@Qd`SmB-69OVV*Fx3$x1Z=#d5ujpnEdu3wtVjd`Rri-(S-r<<`(4GJDfIZhEUkFg(>2M_1TYQ`Eeo*zvdT3i!=^9;YQ1Or8DT=+s9#aZQPgpv;3>w zL8X-jiz8Atv3aY7f~a&(#gOYgi(kJL$M~W1?@ksJr*ecbA(z_ih@XwF3_;!)4)nHH zzeMELeWm(SFM;`5%av3_GNmkDpg0Y4`reXId_*={fc-OUA7QYWbi2imEU_1hwNmYmRs=uC)PK`e44+sdB`hiYmYfVuzbrAHlJ(1at zk&1ov>?*<*`B7ugU)I)PcBVYF)l1FF<_E-Q7s*h6U6TmMQEWGP0l2;M>vXzCQOe^< zk83x93_wQZ>pxxCg67hfsH8M_i0QY%ZR`7O+koR-DmHILV&MDN7_9k)ly9&y=XE4> z7*_ZB%kUKq-T}nG@3+`vvS^e)?5xT)J-&e!7QgLdEAH58+>t~tYt52TjQbJ=i@pSn zu{Q(hs-ZXWaEAGLc9;0&J(}m;N*~*mU~;8z8=bm_TX3g zlKuAde24!$=7;p9(?B>qOC$`z-A*Tp?|`6~Nc6#NY(zxjxDG$_ zr(fZ?{iQ4s51+EQ-ngN%_=BlsfKyFm@7tX42Bob%yD`1tU>s~0{^MpnpY}k3@ z_`lJ8BCoRBGOW2Ns9g3sa{#+$8 z1YC|C9l)%0n=RTsbLMvgyxrwl41Y~+-aGg_WZ6X!GX#dFPCFHZXx4~|Co=_(Lpo!nj!y|Dar)%UIQQ+F4D%_W%N!7~Nl zUIhthC22N5dv!J_j%G3%1#}%%#T!p#q_!SfhxgKGHBg_eG)A=5?}9T6kT9d*b$Z-{ z-k+~a%cgVYg4}@eRSjSUzl)SCeeUC)zPvu`RO&qj?`_J@l`=W~!ANS_?#rB9$#hBv zlZlLBHN9W5Nwi6o8#pyj*ZU?MM~bvMWf;lfYWE$%u!_Hyz-U>g&38T7Ns!hO3DDf*NHGF z4rY~?6jG>6M4g^DX)yN}{e9?0M<)9+xbqMm`xQJL4>duRtxo$B2M1gnCd2Wm(S(8q z?SA{GJb2vZz~`tG%MN#kQol{zCp|Vh!akcpgHw`i7EQZlL$1TLV5By9Mh>> zrWf@-tc>hZjlu6(qhOn?Sz4&qa16$8qsi6A%6skXR=h_2GAWvVhTF^rGb$@B4u}Ir zXS{Z zZ;&Ap@nzq2v#SlY-#fq7y!B@BWCq2jrNJFaSMAtykQlsUo)OZ?a-Ck70!DMzVa|Iv@_e?I;-8zuj7LVOhN;aL{ z&?*$M!D*4mg_yVotq14mQd@h_fGuk8D%jO1PQ6V9-g2e|Ja1ZQ(E0sUEYUwzl39F8 z1%#99g)IA#d;|oor;@r$^bGnekw{IRL4YKkzKmA2Qkbnsu7PFo4F*ZIXajxFqojel z`BVCL2EDearbo9q-N>+E<)YaY7kt$;SQH|KGcAr1#ePrP$x>yr5&=nf7>+XK>d!7G zGm>}N(?F?Y{!*-@u|aw=VB_8ViTYfX4povw`zEilg06&rA`Ks#KW6z{&Ky6=FVo(k zpfD8k!!2;y*VmAUxe5>bYn(mX*-w!KXOi1M$$lqRpF#SSo=F`jtoNOUUPL zkpWBg96h@%X>mGA-?tUa5V&Z zi1%dmU&*MUt+#3GS@7Rf?4zdWcR?U-1or5$=j^I_N;cRwxtc9cQU@K zIKCP3>gjhPF!>#u_5S{XBX}`sei$3j5MP-G!s&{#_TnkRm1Asmcc(3VT{)OklV85^ z`n^Ly?>_Xy`VL-2(<_ivrzM;Y85c*NEz?>cG3Yh@9&G5REhFkK$7TYGvM>N8e9|HN z8oQYR?xmF9V*MGf`}M_ub0kl5%AjDc`Q(N`a0(J7ScgU=9J)Y@8D&kD#z!ONE6>v#o$s92w8u*{V7Y33<(*4V0js zw-*%mZT|R!@NW&~S4wGp5!u&!Bh*J5<|y(M0y?eMwOWx?+TC&D(YHB2(fMUpH}gEu zE!P?-R1JhhX9^_e#J4z37G@iU(GRD#nVi7CfF6{7Do7g}Q>j#v+~Z2bUb@j_n`>}@ zyn8uLvSPQ|$H;FA-`;35yed9(hEiw{Peqf@6Y&v zG$*CDDGb_D3`^RL)>U6ZV{;zP*?w^76ei*#k?CxO;5NvWto~5UvJ6P(aT4da(Czfp z*)s~ca5g0>S1->43XILmr@}*nFu7#Ix_$kYhdhWCG+DNMvO~Z=)AzneOFOCFh*{9B ztUS5#CiCJno_0rn$}4npFp+b}l1E2#G3wWSS~_PU4f~0(Xqr6iI*=Vx!1M9P@y)3F zNfV(;=y;-9#dlGVKpRR2g-96%2r$~LxD`aE&b&QqzM(y?q{hneopCZCneR^uB z-t?{N*?s4cMWx$-t?V}*nJmzlqp6|pl%>o0E__>Kh?_axEpjA_9 zN+qAQZ$=48XaYmZUS00WGJ&^SpOWc{v2`FNf3-81OY_Qa2rjtc)G*#)chLnYWwcp% zV<%+}C0^+f;i}T=2#p0+Fl&~Jqh`Kc^A2T%AkrN;mPKxMseXeQ(ofv8tH*!|2V7Ly(+L{rZ}KOBf!Sw4_JN>8uTzUH?)cjmwRa z?T$tD?A8cPTYyq7tq4j{wL^B{>UG~JKv&<;bE+n%%;o)3vCbG?tJ4&Db!_t?DVZmAf_ zv(3)bGe&?zf?^&tat(nq!#AbknxoM0%>d+%{d}(UA=ov$!<`g#p8yGU$$P$7#9(|2 z6TbG<&Hx!~#C;?#2uVgTrI=zoFkJQf_AK1)dXbAn{|kH;vQN6jy_RgO;#95s>MAaT zyHbn&hI18O67=Lk717SR45o6kMzL^+h{&ri5Agl*GBKhSVsAK8dOV2F^<1eNgvRtU zofOjxe2_g#9##Ha86H!Cslvt@C+WEL4_a(&xO7t4;56kPNv0_U68(X7A_Y3&Dvn?bW6TCIGfTGm4G+AzeivKs@}Vk} z%8ZvI5G))-8k^IngcP63>bW#e!(sl3J5#J|>Y>G7U;FbiejtLT2zC*dt%wS)({}BV ztf1dVVcs$c6Eff}HwW|xEMEJm?)WXo_7ZliqUZMZbXu$twq-~jH73M3Mg{-<`J`k< zoM?~JG8ufTK&RbTl%=br9T$^HO(iMhK{0EsoB75^S3N2_##t>_7X2Ix6A4jQt;U?pi{s5r_*;mEij_*aCr2MI?EbsjTjfCWGv|p> zKKn$XNlfjsMspfS9$ih(d%nlfsehta6Cwg_YW@m`pK2gH|0wX~iXVd&$4lH~M|Y;+ zr%jp%oODh0>w;``>neTJn-5!LX0LL#dTfrcJCi$>3mta4si=Lx6Jqca>1sGFqwqF+2=T_sk~)KfwbFVn z&+H=Q2?5nqz8#NqEt1MBbuQ(G{^zw{ot~~SReCG)l$QG&Ilhp1Eg2)Dm7bkGKOata zFYmc{P;`bYul9*W%o$(q3?QcQI3**Cc4Wj6A^MdZ3N5KaNxY z&374E@52WA(4Oa?rNJPXk>rkDcKrT1R3z}3Tzo1#-VP**5+oRGxFk!$bZ$Kz$Pf^a z%s7vJ*N-%f)*Hbglnct5;C39jtWQ?3?{%_ zr#;MHt`cRL4H?K6uX*_RRrw2|{PAk{X#_6~DKd`pj8AcN;VelKbuj(&(GX>y-DX#Rk$Hkjn_8ux@{F13!pNP_s#Eo$oFZK(kDWyW#;ca^Q+Ko^#2L4(6jJD|h1N^%)DOrr^*pi z2~_fm!dNOxAkiUay$N$DD+WCSniVy@%%FG!*2x=jni4k71BmlCdj#w@_^mztzFCZl zTmpE3@_|RczSn>B2#=&NHII`)LqGzj4ZkBh5f|3I9!3fH9jy`ei| zafOkucdYS&#GrR))=rFd7x#!s$bXti?s@5>t)}W=dP9#9=-6cMbB7WAVJ1rc;>$FY zj9sJf9MNodx>TFKQ`1U?^U@=(x3Qw9>155GAz)QxC}aPFhF#ELX@SoqJkeT|Uqw=} zb`l!#xi<)wF2))Rb7Sgy??y?{^?egF7}_O(PlrklHL=aHV2+@C zuzF%B=!LLulYk&0-|JwR6iO4MsWOaiPi~YEzxe7sKPY7X^UQvhrrOrNfO)|Qi9x4L zhKIjL8Y{?|n$HOp4a!#>Dn}BIh>Y80JYG{WM5h<5NYZ7=*nH(yvm?7IlvT1;KIV;I zgI~=c0rs0tcc?xs7#qJpZvjLE*_*hH4|f%vD*dF_bMjSJ5(VwIgx8~8((H&7##y0_ zeh8Zc@g*+*koi4n^|^OQxE~|}bDRQJSB3-Oy=XHZ7J?wi_cH2NeDCH;b8b_IpE1z| zRqqb6*XPT=3eEhq=OM&er^T!e>S5{UPOK&oXYA;apdg4-{42yv<0y60g^7TjfvDp9 zuAJ!T5=6H6smRv)Oo3+vQ;`YOn$V!1uJl)S123^X_IyIi9mO&0sT33WYqPqJQPY*{W4f&+^YM89+g2%M|M*d+u0gtZ!RlN z{rH8j2VU=Yg5YsVfydV_LIf`J)yUr!oy;G+F3(7+Ww&B2{sPpsyY8tgP-X;rot{RC zg~|_Gk-g?)yq0tswA`Z5%N>>&=_Df36=$WiV@RZ9r9G&PR*O<5kTLfCp)qQvSxZ(< znH)~cJZ$6=Z#KyjObG2t92f1A9hOn z+NxzLO-b?01|nJw_M|puQPWBrQyxZU=O@6L22*ZXf%Sg*=UHvV$%AJ$jyXFwWE&)j8VLTGJ)cZJ>am&;i<5vh`1klBU zp(O(!uPh+!f*0?<38nq$#Hv#Ii8he9ycRE*OtTM(wiT7$%7XC zJ!9zeWN!(Uz(?Pvk5%x7&7ky+$GYde(D`Vl#;hKA%56{-AHP!wld<(XM`N1I+R!U5 zM9NFGiAlFZWgl@0M|1lH+X!47A?@5)GC>In>)QXXw_EotJ9rTI=DmF(A9=%lKID#b z+3vknyS#b_0z4!@hcnZ&z|Xw}NJPg|b|+lcJ1vXL$PVzB^U@JbS{|MK$ogRF`}g~C zv6R^+vqsD|`kpmhH)w3Y2~>7weZw3~@Y$d@VkS*5WAQ^i=Ed?Q>#t5%(Jf&guMwQ~ zZ!dSC*S{Ci*Y3O^9J0xJy{ay_6oJ#($cg1Rs?)Lt3Csy13}7F=OUuJ%S{q{s?j`vP z7zB?7v~(ATBDXf)FPiVI=(O*R9zU6i&beTwj3E@P8YG>eG+>hlMu_(NvvgSAY3=FA zjV?|%F9ThQD(^i+FCSwGt#gRvi3AmUms`%Nb>BusqGh3mzL3xp7=(xWkfP4`Pt?&+ zWBp>j`Q-$oEKFB-Y*+3)5gaf)2#|{OGw1%7WN44`m8ARprT;bfOb%QY=r>}DSb#vt ztH^UfdyVlBahotny5MU!;x%<7+^o;)@GmplsL+$R!P3#cRrv|`ibMF)m>S(Dyp2AE z%|dZw1`IO|_JYtFm6^Pa-6i^LT2+&X*L9dds!2^;zs9@3q zt>(%mC%@V^K9=b%0^@3jAXl{A4cN%}Q$%4N%qBUARGLIEIb#sY8tN`%_h=2|Q8EZ3 z@wtAQj%DQYBP8vIc%wt2^SyLPC(?_*ELY^q94Xxkk2KzW+Q6P}l!nzaXxSdb%XiqN zWDQ!3?3BGL&aFtI(eA1|)vOkbL*%1~*TLfUjNyBaMGpOfw9N$iyOrK*xF} zp6~5!49M{N6Ap>VkS|A6_!W<vzPVW=$_?3??ag4M%?O;4r+^?No;#*oL)M zKgD6`%dS#T%vrgz4S6}ljlE1Gx56^k`iJg!u7RZn2~OvQYoFR}M%SA7~2Ve>Du zNKPBA5;q}j&J$=+94a}2y&M=h@hK+LL}~*Fsoub90-idWq8WN!p)TS-$9L`7{h`Q& zu_rj@$Du)z27IY0IvOBV3JwnrjQIL=b#C*a+A5=YmV{7ut6(kfM)zHOTmP~iTQ%riLGf_TT=ctMweU~?svcSYRU2bgcg?5nYa zXHY4RNN~boE)s<|XQtc?@k|o7X!-`v5bH|$qhE&LtG&w@?{7JV3W7%LeG^k4IZ{>H z8*5X=ApP-~rFKBK-aho)F7bw2sM%1GEAXzFe5|sMMNQ})LREdlk$qwOnw9p&YX4KY ztEEBJeQmPb$61OmSHDnpwO$qB_|K|8KRYhF>bZV$jzY?5S}t0Ai`bv6<;h}+z*o5N zV~dg(vbk)o!2X1b3HmRu0J|74tWV+*b|19MR@-=edUa0sA%T7RQsB)Cv&i2yUK&}| zBG|tbMg2z7W0GyQD}wd#mh}TBg?U%@p;l2zXrwo)XNO_xKD&!AJ`1ReZ?6bg&xJBW zn3=Xnncm&VkAg{Xw`rM~tym4-=FpcjOSshH)qgv&)E>WdD8{o1CJ!tjFeN?$Z41+87gc&1w~+_>P3CXg_sSuwx5T7jxv&icIR9hSpW|f$_HtoeM?N!;~ zMZ>=9vD`u2vblcMIIKZHtX!z6I@!N-gBJ1Ql!yE{Vyf=Up6X>1YqxcAz0+6K>aGb9;dn_X;q3M%l*3myDZH2HHNTSPL~Sjhiq2zSw6zF$9eHPF!N6 zOSe{CxzwTZolp~P-Wb_D4FfTlG zD@(fEaH>SQ^85>8GrjSgO+Q`8pD+q^HtZ}gcoRfEYJZ%_voLh`5M08gCEw=vI0G$f z%Qhgty~8sCv7B34Sc8XYNFI*qygZ|y5+&}3d>G02l`16l-6U5g^Mq0=g+Sjg`(%^U zQWGndl(X8$NUTrFFcG*<_Dv8bVZJ#U5xi~9GKrv*mBa%lhDYojZE(ykyG{592p`Xc z@^dF9X&eTN-Ab`g7WP(ZglR|JC}KxA&d^VHbfl}^u6UkuCm<#{$>q&A41YMB+9*$= zl6k*8=Js&-?!F%l7u3PpDXa|%dle7^`u90-9phW#=G!_A?Z!QiA3`uVZXMWCBVPWX z4xXd@E9(V@=mD)K0JM9j@FR5b{TTYYF3=VLh_rw0AAa{sG8Rm@66D?+nJN4hX2e!l zASIAa2BrELQx4aNs}Spoja_hhYlCRNQ{~}VkT@L4Qfe_>DPB&L1lP2%x zjPls@Wkx>AlOeoh4pfILv5 zUCk#M&s1rQBVSEq;^pz`qSX4)#G>E!@^s?Y&<1a2WDDj&HkTY;(nE#%JZG^pNp?co zyK94OqWpJHmpwo$;tMJ477t1*uIMSGy`xFA+&&z#F|xPiR$8f}PjqBvTkGMGdnQcn z+HLiYAl=&(Fqw@@7$n{LfgIzhS+mVU?s2%Bx&9gYs?ibz?R+l13L8L%8c;B-IR%>g zNF|MF$nD{Q&8Lhvnqk3CCI*!}s-t#g%D0epzbJn()y zs*2LnCBAal-6tDQZXn=&yT^%kvL5!H_G>Z3vNQN2Oh*%teI@G%V34rIYEuG<<9_YE{f;Rlz$^q}N7Bh*aXX$a;j?npbd$OAK*`PUh37g4U zjVbl9Uu>bg4F&hJIs66U+11CK{|WGbc32F?bDf;EB34E-5a?&H~^sacy>X41|nc6{G^olcxN0`0uKAEmaimg zy^vj5kx1zo8H!Bui_hbE)ExuQ@j=kCn!oMsA~Ta!{5`F^?a_K8Eww_rbRYXC)21iP zSpy9+m*n%3hhet-xW$VglGrz zX)B9zOj_01Uu_OXl9f_YK*^hBF+y%fsGQ6<=gY(He-zpzXDVcAXQj;Ds=X7dwa#an z!*rCk^~i}Ij}KY9=b^G2pxc`mH4bOd$2(omTY)WL38X^nfh5<;5$TI3hrH zs|*gXK*D`Dd@tzo1kq3B1hYv*;U6EYYn|?c#_vdYd+@J#(y9ggQFG1>SbG;=O5E@dL&DomfH0h0y}LsvW-7^jPOnb zZ+dk%f6)LR>Sw%rqmEScKmS;gO@3iY?hm&ePe1LYd@56-QlO>+YIUr>FCC9qX3(ru z0U}&AQ%xX{RQK$<2YBKh4xaC9(i7ycp{BD}eO&&MKAxpP9GahXM|8q5TM^f!DW$w8 zzI?`ZJ)R>uy3pk}0J-LJ+RWFkdJC887A5MyX6^J@r!|n2SetPJS#vX!q8?~N!s2Ic zh-VkCQrq7a_v4C@PH*?~@-5Lv^+p3G1GPGpU#s3LnVdFrE^C}tr%PzAu^8p)LT1nf zaw%dmeni|hyOe&lWTv!oxtKX(Q&S-ws&xmGmdlWg8)5SgoX#_ArUMES-#5kSaFQbW z?5=T7i=B6o)tVfk#Ge7etb#@S)l@Pj8<^ZGi<)a#&lMMjr}w^iL~$Bq1EAM?e1J7< zd&Hg^FC5iX-5Vj${*>BPy{;yzv|Aff=MJWl5TO&mUh7FTUM##d@h z_ioNQ0e!x=y)r?7m8Fa%*l3N!3pe7)NwJx3r!*Vcq0VXR(P;yUu$SGS6ch6DqbxyP z4SgoCfe98_8bMfr>|R+A=l)2B;x?^wXZ(fS$9SL-gC|C9d*6b@;--vu~5gvBvV0 zyD*_R!K0E6iPfk4YcB*=?;~eraCNViIRvP7yav^8F?Lk!y{zvuW$(zueG3WvNe!S#we^0N{8pdj^BUL$cO<=JY^Iv;`d&u*F9Spu;%nW4U9*8cs7r^>TFn-Z;CwS6>2|Bj^b@vzqss;NOEh-7GPa5X}2an{@^m(#UnNd&nEff zp&EU%2;`RQm)iq*7v=PhUyP9N&iFeYaMk57wu)pjh7w0oAT;u+TC7OY!69O<=9%`Z z&nE8QhDR{)_!n!wJi}gU)m}*(zu-B14gGdO=OgLdu#UVpt_TF}Dupsya%&b$@~1i- z&c07-QPnIX2@GL6og1O*J`L=u$)DW5@;N=nmtu^plIOtYz3YZ9QjaiatiULfyDLAc zdY=r+ek)^fA?A|9$DsssSB2b9$b1H)jAcZ3B7bkk%S6~m5k{0; zsanL>t<7_g?P#SS?2(MuJF;b;&aV-9Hz6DL7Oq0OHejfhfT6#tY&?9(UpO3(p)?rY zsP1~_HDsTsig#iXe_*AUX^!1oPSIE_EC&z_Oj>k*}X`lN}oR70veM5G9oDHWdX_N+W1Eg>uy2}>7JI_e%MG1Dxf}(n!P8V zHc>iztmUmaWPbE5v7eM_L0dc@DGohZ)pF*y7dDsv1=BVX7F&M!`$z(|D6vrFf;#>s zhtnr^VA!F36?|Letu4-OEcti;l&A`BK-?U)`ma-hk-_y3!%QpHA}+ZjYoDJo zbaSL_7Vw?I2lU${iFhpDxH70%e!f(%HvMpIkP+U*}p;rAP zyw*Sc;Wn$*P~7wQj+bHJDLylQzP&9`o0Mlw^;kIR8~#FH&O}u9xco6ik673@P@`57 zqv0VnLl~D&a>trCr*&W#_=YI=?b5+Xz7y$LXt0wtRQLSr6>MRy zm?ibE>`rG>*=cKXjx@4=v#CQvCk)U0`QEz#|hxskgu|q9iurWpC?8@ezM)X=M zShm)DyZ|e&Un$D4?AKcFMDZF1sgTL3*%vZVphT~3UbzsYRxM%>xQ9lVx#|N^smYa4 zBQYw~&Ud7s#ynWfEBl(o>jFQ==6(8vf;VP^%0DD*5pDb7C!9RL$Emv9tYNF;=~Q#u z(D19bA5O zmpE)uxi(uFUK{v+{yCG^=JTH{A(=KGS7mbr7N~Ag3=2BznZLfy!XyNd>X^*?7?Qi7 zVF+P@g&z=Q@U$u(M~|Y839T&p2B{J4G2ET4=g~Z0MGbMi%A`;%bw5#7>a~6K($3pL z?Ta8%l+og>6#x^m2tjs=Um=(E>r$_eWN1V}Iw{lnvT32!jc|K*<~#Gwv1I9bov3iB zGM3V(B`SSauy&o$T<1_$OS0fro@c!-RCJ<~dN>+Lsj((lSK}{3rgp)NF zvrB9tSt!pj&u1(eDX(s94Q1@ti)K}8FuJ5wzuFVT;R5`c=c5 zK+tC%N?O?99oS6IVZW)h9r4Cd9HX&6y2j4!=*+;e_E~ivHW0|v!#J>8^7aU$=}@;ekJ@aETF6Zl^HYhcD~Ah zfdWA;?nP|E(tIqwi^b~ZU^1Z)%X}o2=0jjj1m5Q-8GJLX?}MZB4u)ld+1lE1VKuX* zW~yl#!&E;`8~kRLOJkHVN1XhQCql0Fhbxk618v<=1Ls~jQBF&%WjHwMy?-A8hsfXe zR2P+S!iMn{8(4Bge!LS{A?AB7TA~a}@+EFi4Lu}6ocgptWO{AQ#U&A>jrjKy+K8e7 z8w}hJ&iumIodgEeuNi&Wbrk8Od*;=LuR44#d&Fj@p~yb`MtoQElX(gjDGU}0y9@8u z>Wq&3M`t|)cs?@1UQ9g)rHD#P8@77NxcC|x$wKN+>j%aYYvS;z7jMp=n^78EWQ{Uw zex!&pR#!ZZ3OxnFU6=GxCC8x>v_iH!VePrj4ZB|7B^UCF8!W}lS~FvA^@vYSnK2Oj zVa^=5dC;0QBpZKyWK0t<&OvY?jMTL(xCxFrxH}hC+BG>3H5?Yr1l&K$gf%6tti;JC zlcAU8UWVOb4VcVYdm|YGK8-6g?AcWjnxt0r#@+V-MD$>-2rIxDp!{`|M#6}tV#r@+ zgzq!PQ-KJJ@@m__Fe!wQqJ5CF41w!WrJA(uoh z`?aCMpaM0a`%cnEIFvV~Ktjul&K2{~RP9r;nUNLSpQoSG2gy>eT}~EEwhKqOXg~bz z2Ns@6OGDv`ejbi$2W?$=G`wWe6MoR)Dw*REl#7}XYy}@g)L1wHr|S#)r4e$gZx0P= z+)1blsK$G^*}BT!~Cy-WT&scKKu~8zd4^D#%;u3?(p%9wvbV!UKT9lAXso0LQ`DB zDO0m>Y5v0DcEw{o=)+Sz*(zD_`1}j4lFAl9f$Dbm=OX~~*n5FT;vM*lun^Er%oYrdf^Uxz1>@zjuK0+)G?-D+1$}IjBw{Gz`_tl-MvZ})J zZHUZh>RgL5KEc6Qn-X|^Po+P#9*Fj zv=c`Wvd=Ztv}#Ru7xGZF;~2BDxjOnm&N#w{606D~bVkB@%44c|@2Mjuecg}zB`UFu ze@6QT{?HiZLsR>ZOodLoAjN90VOHGsuAIqovV}xgHfLt-J6A?+Xkq6nPn+ zmY}TWV#LM`fs2}O(4p;Q`H%O32gCIpp%>;0u}~cLD^zAJ1o3#A1t~vmrxu3u5igDB zkfd-Ip7NAyK1$4xaA5KH8T1? zWC)gkj$S)Uj&CSwmc2?YA6~knHzODa0VTdwiY}MZpq@ z`C(xkOGhUX%4hl$liXA2AS>5S&vt&wLlN%$E742%rNcKiYqC2Vzr1o_-JN<~w^$lM z`MF=kc|_NEWFE+z*SsKnbUH5tZ!nR%)KNxqyF0&iS1}#YzpqQl`0!7+g#lZAz^3EL zwB_QnVK?-BWQx2}a5~6GEBT&wI!J(m_l{vY=qB3W=)0+;h8)HeNZu#vg1szk5&VRg zhdW-nUdOY(#V;TmqEAu#n6?`LSN_uP2G+~FjB?Z*p4_*J$3UdWlnZ#2uvC3x-Wc1pyNKs{LcANZSLkbh#gnx zhGkc{9tlik1HsFYHDTGKPDoC<907YNxZF_yx?)h2>sle5u4XDct$>rT_Ep)T15z^& z+VnY3$ZO}YF%)TLCd~4m!dAf$-5~mi8OtFgIU1ag@>$vV3TtY)EJ0bInHI3b7-BXJ zK9y8n5>P!{`|)C4$`%6|hA=KP&v(3$_Mg}>{&Omp*67tpM+LH)T8@~(tFA>`rbNHN z>=lM0Hhv*SXsICEc2gUJYDdyCu?4_RiH2 z=(!y~zMG$M&k90t4a~!@(3f=UOVND7Am%`RJiBu##7F{Kz^+)tW5KAmq5*}cps zV#Q7asadR#)DaEhvk_vQ?QHZaJH}O##^&y9t{H!+R&xtq8BEGnByrRH?FDg>-V&ec z#2(XfvHPlIu=v??ko$!JwWj6a6i%JojfcFylgkOI9<~KytGKh;#K{v6X#3aA^U8*c%CcIu;mcP`WkK2 zR*Uy|!b9h5tNsrRyy=0~6#gf#Wna>zKX?E1D52<=qPG>>;bW?EcmOyMu!3MWS&cM_9`P!6#qSa{puSFMdN`o6LKQV(FXpDA4xN zYh#X#Df=!10*nb4?9l%R;iK8IN8UCe3iRBF_nd4My0v;FV_`5TwDOsfK?sln-r7Rt z+QO)tN%<<5i)MDTqxqa2fTZhp;(CV=7fr%Fxp?q-fQZ|eP4pA(x9E4t=>Veg^xYpu zWs4Ss2XegJV2A6yvFt(Y z0hQga_KAltloz@k3>8Ookuf-Y?`ePw_cdIkU7-1a<R;KeZ9;04o1A@<`tuN8<0qlI}!P(7Ptul`fCn`jcg@GSYoII(;*3Y#7|W&It4Qrl?*!l!IKAowZBr9n z!0gE_@yxu>l_%c_aSy8FGeXUFIFV<}u)=d}uXE3{o3C6~>QMJTgE8)$ zEoQE>JdpCyi{+lm&HPI=4{^O)11~f6ijzVv{b#TJS}!J9CIR5I;^(1DpH)16W! z)$g}{mz-Hq6mi2XR06>q-$x6?4hr%bhdB0y&R#@M%WV}y^va*KavLKYzco%>ILH=~ z%x=>OXS*g_3wAN&ey+7gJ$extL#{FPQn$0seLO}qJSoYH%(=!`rHF15G&E0_XKP|V zda-@dDX&gUzcF2NpMHXFg2H&Z3^b~Jb-#%u+O#nI?7Q4ZW}&A}rEwkCMI{ow^m4XaE#+m}h-)z(y29wNJzr~<^6;wB01AXh%SB;BsMr9=d*-?c zs4MT=`F<0w(7UPYp&*?nL5`n7gAPEdi_!Zo|m z28%BgNNuY9F97H}-ch(F;q?KvWdP*RD8Xw~Z`N>IYj(kiA`w<*`upj3vwm?bh2>zb zSG&JFm&c}2C~!OGR&q8#{BNMQ82~315Z-`d_+que3$i0CIHtAKbSk z%%!M0R#clu7tU*2?x)$X=9Spt=h0N5lwZ_}*0Sp@b_hV5Tp+_FZoK&#S7mjH(`q)g z{=dl|(;6aaR*qO$KA@9RO?Ew93D|oT%38gFSKkYULAWt*Y+F1WN+=V`WQc6;3JRMp z7*3ki@_x92v$1$mt}9kX8vp^NPg}DkLx1HGwR-r`WIp9vvhF7|{2{pk*;JM>aR~$$ z{V;j0Bxe0$Uko=g8ON|l){6kVP<=kPY-qTvQWi>EHUB#V+@B=;9(gw_+{u4Vtgh$m zIDDVKg%k6#vAcQDIb<3Z`^=98?+=`$%q>}P0$*6u+jO1TF6%Wh0wYquiZW~=W|#9t zphFUoEE8|cFc^?E>i--tE*e_}kBFB>ueqFF3FDS>iKm_;I@CHv?>k(?ZU)zovYT^w zU+oY?;R^--^8jFkJ)RzEEi{0EZtU+2bGbBWh-te)Mk-M55=%J$;H%MizA$R~SmGVs z?;ZU+W7|BWewICxL;F2j>HxsL8QY|(KN%m*6=`}5^=u!%1|iH8=rVIAweLSeh6`v)k|@Z9 zT3BqQUV|3X&V0rCf6}&Iq|Boo`;&8eEf(OlM_C@{JKSS>^R?Aw?)t0)BglHLR59y5 zMzzh>L)f-ybDVem+$P9EHr)>pG-z`(fRltfdsn5f9ZNKdURSn_sUr3 zIE0Mu4r^NV(kTL%aV7d%kL<&zEFzfS-Byp~ylNTLotz8hSXPQku_#Eje zT$ofL=3&Z!_bW*wP}=o7#@q2)9Nt+gV$3+oR(4m=lVwR3eb?4Fq>;;+; zLcQ7z&N!nP>`}Rn582~cLhLZ^F)7+rm$Qv;EfopjD;)u9lBE&9J`D`w!&KpNYD%2kf( zr%p8^=jUE}9Ui}ElMPxIedQtvl)cic8#189Uo4P#xrGk^zF$eGtv}3Jx3Q31Ki)hZ z)0G#5?0J&0e>c+0dEpzDTSqXL?247z26YJ(DrP07^!y$9fTnQ^gB=V*F<-eX0t1gx z;N@ab${O4{S{*QvZE@}!PvvC7*?x1|$(f0T$RHpUv%y!Ox>ODY6E?L|GX25D>{gCH z730Q?*IS|D$R9Ma$23xJ<3$mUE{L#elR z^rLkG>jyzU^xHN?2idGy=pDgzzw_Zb5m^MBjGyz!Oib-jh+e57R+n9Xm>pGYC5_Pz z{ckYe*;;LwA=fxs83F#1k(N_4J)$RNY`o!TBX1F{c*z*jDErmc3c1+-5Rh?HIe=-M zt^}u!vdGIR=*NOOpVJj8b7+>zsm`pO%&iL7Db0u(ae|G81rtV@gC$FDO<@ra*$naz zLaNINBdZS#=5n9ZbCY$_MX}@AEx1~|dO(@bJwbk$`NISYdQj#{kl@x*HTT+-+?}zE zh_iLS;yp_STlcGv+%U|0Y!;ADFcJOV80%ewRn-h^w?uSU%(E?5s;_A zL?HVId*1WI^`}CF&5oTR8D(vD$F2M%+6sV0T*NI0P{bmZoSum&qJGk*$SXhw`M)G1 z?#Su{o>3@gDG-q52;a~S;Q^o_(^?no&fp75TCAt>>DNDX&!g>=8Z3g@(2-F1sZ!;f z{NP7aKVglRVpb-gpipP#a?*?B-G7d38So$WlXVU#C^_h+{|l?;#AF>%SeogybBm{< zPfTb&)cN*E);B4p^ZaCzSe&As{fNgsl*A-|cP6;;qK09++0^;u1%TSm&o8AwG#kW) zT&P?b?UfIQ^EWF7?>KChGjkE39hJvU7Lzx5H^ArQIE=A|6`V?3_+l)JL*I%)+FW*M zqu>t3zP>OluDgYss<+NA*i*-Sg;O+)td)8n3^OCSt{eaAroL-HiEe+pTndifgGmUu z3!8O0Dn|d?ZN0WsGv6jQeWUhy4R(Z1rDUl|_9*|m zSYwnBCWH#jIKoOkQl_1fGa+Y?(WR4>R5m}>@CK~9@ghZV5#t(Io?{%pt%Gm}QXI;h z_7DDZkD-6k?L#`tA_$sH8B&RkO5>i)3yYaCk{=?rI-aZ0x=jnCJ(~vFmDsvJSyZLd za7(unZF7I>tX8T2;Zh{*E77hkZ18O2@qsXMTK=^@-W{eB1+9M?2N1>!Doy`Tbb>9) z3<%88ZHwEn@-Qw_u|Zo)oiU6o2p&E6aJmQ(wi__JG1-eez?)73FY~EfZph36Y)_?$ zV4}>L`0K5{hQMB6ES;NX(;?m6E59= zSxpbc|0j6}BrCD8 z2d0UM6f-Sp7~khwy9*+Re8sHi!$lXx@NIlrC9>Np@Mv7`!pPq^KcD)Y-f>XW z(QKW#8FC(fwFv^W3McOSxf%$HxwGf-YK^IGoTjx9DZoPJSSsfo4z+pTs42nG(~jn z?ha_)M^DwT@$;LAd}X)DSv>b%G7rS4qi51-P+9r`B%c?$-NZxouEHH?fO;Ki`Pnxu zvP!Qe{eA6XAN8vVkYnJ~pHKXZwK$Pw<;er|dKglXr4DMbDFR+!$>mjYxLr zO*@zOHtMhqh6tlKXG&C`Y22#hVabveBMG=QV6!fqYbmvbvyr}!nR5ZMA!P?=aefd_ z@YX5CTITZda!UEw+$kX!>~toAcVPPFgV!~l6XIfofbnsO-1J%^Lb=PlPrBw zZNs7*n3@|sp4q`F{Bh3@aCx@}x3me228^*)Ka6#G&>bhh(lQSoFn2X>%h5AGxHR=x%Ogg`+plTM{n{oXP& z+e$PRNgUy5L+Dy(+Y`R_cOt$EYO>Vr`Ft7^Z*H}SVCKd^z_>(UFw)GqFAxu^HF?Xc zhTwhTe*I(S^xH6ycC|p;W~LBKo5_%`+5Km(y+QsL4;G54OKU~uZ~ zB}N|YY`V4Cr5LrtuB!(l?Fyi{Cr1d_q1&wb(%4!FKB*Ox-ySWhN;LEKbA{x{cRZ^E z(_$p)G36nejF=3T=B1%SxLCezX(+C=_f%9NQYkSLfsLbdzD;uV+z|BVpwmvGm@7-Kzyg_hrKFVg*MiivUe@#RTL>a!`T=At%H zAPkMRqdTDXN~~;s9aHCGmdz9>VRH%mK_VAa_bnQ2E!VKaH|XEvK)8=r8zqlv9=gjN z!ggTnk3oCyxkvtfq>0RxCMVTf?1Ta{cFE+(zUb|2H|hxpu}!fO!bf>PZKstohy%bu zR#q2+!Hunep)UHFq{D0GJ@LpT4apq=`t4-izy?xr5L*{e=YD?2)GtZGEP%jLf%Job zda2%B&ua0@i9lMusAF;Q#ods)%}i~O36>ABj{%@YAaVF!pKS!b*WD{Il+M&%GEw@A^)tM!k zbDz&#ntvBqQ9PkoDUWY7!cB|0jJLYCmDtIg&A%m9s4z=qXLQR(fgY~tjET(cr9I(S zSM?sQUt_E>w#Dc``OYWIX7pWIm1H*2p)vTTuA-{kjaNgxn0IjF$GZ%gi$`X7>U-zR zR4&`KH{k4bZkH@oS@1;Fz=H24u=9-(jMkBnP|)qfMPQd!H+%7$VE)UijhXl`(Rv!< zQ~)eR&m?OlvI%rUT%nvM7Dau-P2-#Z%HwW5*cA9L#}?+^+sI})$v(?PtyeQ&a0XIO z%lHPkM)@JQpDzxqJ1L?@ggh?HxFFQ(0BdukTlbVhL5+=Vf(3ijIB;ecB6GZ}>$&b# zLMkdC5+tbsFG~lS?tclT0jz@x*q==u$9E_D)M~Dr{*ZYn7)dOyP~K{N%`f58Bk=Cr zYN_s5@O~hPLkJbSKgL2e+=jz@1fL79xJ#IB`kv{FQ}hmdAdR9i!X6q?g3F$21B~QL zg)UsHXd4g>qY<)wi9*8C|9y!u1+@8QllpS|A`f^tc=FJe4WlNf9&hW}7PPSPa@l&Dd6nDMW}hTN)@#8(9wpqm_GdVjy%)wD-ws%! z`EU|mSKHG3Y#SzkeR5`(XOo^oG(vhGZ*NJs$4VYw3(Wi zGLsxP4HN(!h(vR6B!1GYD4-GlE}$L_gNk1`QHSD}T&`W~=$ifrY}91!4x3rNG_~X} zjQlaq?R-|V%{AZwZ%$6+=5sz@y$$9^Iub#5F^REHx}_f!rQJ(h?uqAie!qA*wei@} z2v~LFTd!0LrNyCbNqY^_W7$}Q*JAe8DybX133Eeu7ls@PHuG)9v3rkZKQS1;GaIQ1 zSX}Xc^}D)TbtU9B{zVwEcW)n!oo<`n7yM@SPX7RR8f@eH?OU0EqkU$~8G-ok1Nnd4y6? zR#EGnIF$rq@xvlsuHw1azMd0W^y~2kQD4eqze4u4fMR#{n0FZeamG$VPY&0vp9K*j%n|2BJsJt?-NWX zxFcZUF|_~~n8Z3-8mlS%Fjq0IB9ha$51JDSEnU2Rz$Ju2t{y!hcC`xmT# zHJxAh#5|PYLuyD&d?Kz+7M%F2;Oljgvms{f9R)+$ZVjIEYtkugFIZRq^ z_&(~JbE$4srZO2BBF!EM6rMoW6&FeH6+gMdNJ#2fyFw@%*Z`}5fZbwpiL;D1-OAxp zCo~iYggK{zO?VNStFY?L*rdMAT((#Gq@>=n_z3I;G}COO>AqAh2GA#JalwFwZF;Lf z)=~(CXu>vQ8*Uvaw~ra#x5alBAZa~Z?W$whSkILAah>UZNK2_TpZvW$JnPhlj1$jt zrTGT+T=+LEBxCX`kN3qz4)P^ZK=of{39sL(ao!Nb@6R(u=UIAlNreh2#FnVll)$vJ z+`9*969#FiV2QDq!@Q#;6pgUBH6RH7GVPp-IHM4)V^dE&0`Hn<4=(sg!jaQpV1!vTMt|2fhEEB|l5Ag1@vx)&+j=AZKo{VbRIYAYZ3 z59Uiww+mosj64a9lP|!?Oz(1|2xL94k#wyr^ zPGFL*RLiSwPd&a*uPAV`a@%~U-p7**1y7FYE{Rc^j-{hHoL)vA#;mJkEO}}1k{fsD zQGc=SxrR5EmTfvW8&c1wkL#!3M8j5h0Z&!3&vDBFw=O%&#sl^xZiqlggT0=^{o>3~ z9fy$1I)V<#qb_iZR0U6Ttjz#pbdY4-Ij-t%tb;s%&SuoOH0rDGj32tic*?j7qb53U z#+2TCAb4zn-9esu4`1ssGVKqp9T8E-9Ia!8Rx>=4zJMarZ1(QF&4gA+KQ}d?3>RzR zgsf1Er>>K!+L@#$`u>sACz^WB?r5Q?_)+!rOx-y-t%3vaN*coVEO0?+j2xJl-nKtW z)yswo-!UXO1`G-XXL42OGBAafJZ|1RUCqi`_Y;ycSs5!jp)w%{liuK1A=t#1YLw(o z+Z+GJKts98u?p7wys>TFs?_kO?LG|DNfhl70F* zw{34#H(kQ4=5rX+7dBAC?Qk-%(h;aW&8>;+{pbAJ-4k@7AcOoCbq>0;P_w*twBtrt zSx!2P!F!bw+Ai}!41vyQo43)JuCPn1dA5A1G;W0YunIj8TPNF-X7)t9^oEfrcAi_H zS_-@sf{KBVq2yz@_OvH3j#0}ePj;jDjc%Wti0QRkF|T{7)Y!KyNcF{>ElEjpUm*iA z73+Sycek-HVPU09@9GBBf7{Rga&aA@E`J~@h`C@SRhea!=)SQ5l@Q{dBhTx+Q_SWO z)FErlJRcj_jgo1(g6jkmpAPHLe>+`*SExP*Q5D-Osp_7D+CY3p3);w!i z9e-r5_y4*4myPs3V0J9+b~&`Ko&qJjV;!(zsgs=;lf7P zbbZz|v}AD?yaF~S6l>NZG^n#=U0zi{o@uDD`Q_N=I2C4vZyUo@kk44IZ-g-0;?@pE ztkP@ienG)k#p8+^?%r%3h$6{*M4=c_>yF{?fA~%*Xq8H;Y8I516&Ru%iR8W5>BrJ^7Qjzm3dIL=GoQm)DwKeosY-7^6VqL6yj zy$*h2oGI`Nwui5a&s)d~h~AcxGjLRuu5p>H_AB*=>X5K#<|_52 zW_eiNt-b2TrPjPf(b{}`J(*X8!|nW-hgl3HA2^If_wC>(B|u5(xye7B!(IQ{sf;^T zJ6)(aF98zU2y8qlw_;SU(vYuk25oGJ7JwIfx)3(zVSW&at(ifjKJ_UKVor6w6Gf4u zwj2fo^_HKXP`Wzc4=;XFTI2Yr&LzLxvWKw#nS(4S9esCAO|#L&}PVoK16Fydk8W>B3{Ovnh=d|yD~fmKRXYi(W> zUGc=yjImr4S!@Myy<`#HW-9Aoq(HejS>c$NEbH62*5kVuJC9$%LnQr^s zon^d-$VK&N`8qZemWf}9DQs9oAK^|Zn;L%!cFAI~ca<)yer#DH9&1EnF8onl_6t}5 zFrojQ%zz7-PIE%Cp3Or97#0DGQ`V8r3%o@7Cb2O3E}EuWqsWQWzWi8;tx1b-<#sM^ z;yj!*H`xlN+Y#4ptYR-*Os7Q0aRoLzt^f1q{^#1L#(_$ExL+t0SBU|BfR*(wm*ZnK zd|i}IH}v-jxg*+gxFE-t1#2W<+rQI_TEcK{IV-C^cQCUN&RQWW)6=SN?^j>bxE*G# zHy-UQX|cp^*H)kS$atB^bZ_o9d!zy$3;hfrA^-asB*<-N={Idorig%p+@1UmHg=P8 zpt#Q?uZHUm8=>`Jv5g^tQ9BX_#Ha*43dm^P+Paai0KHIQ$hE~JAX&7$h{ZZ0=I9#q z+Pw>ac`T72e1Z^V&#?mmupo*WDTm(}s`}XQvEc35a#l!^&rTP#YBO7bmB?HB(Mm*8 z)j#{{&3aT?{4el&s~6U07tB*xbsKYLN4Byl%|$a&DI@MJk+6M!xIG;93hOq_1lf`YvQf*4 ziOsLuDs4JA(TSdc%Aciyeg0}Sv|brPW_T_p|3P0)@eD>{nk}5 ztTB}Z_L&?zC87t1x|SkadcEGa(N}1-C!3EZ%lW*n7CrkqIm&Y)nB6#*%gNrO(c_G0V` zC<7ZCS%4=u8v$!v5#UcZ13Et8Isiz=_UbQDTI$3yp z72L_=l%QU+zIEk;YCqWpw?K2hJUSu}a5@1Mjv91+^!Na@&3F!c^AMKkv`GE-1yA!} z(ChD&j_;a;FyDIhYDsLwpU?lTcU>OOofjz?8QJ1jLNz`%m(3fk4PezynmN!IfG1+j z97=g2nmIL6itV1Ue2bBiBjoBy9n@7=AaY^e)Km)Fq;G-|!&6-}w>M+Mw)?gyAevw| zVAf{7>1BmGp7PDX{?Epg%l%nNpkgs$KP|w{-lJ&c0*E@3NP_&!XP9X?{~6da;*Ou#&7#vPK)*V^L=~!B8J{s=k=$vc(3jDC+p+2_N7|W{-;U8 z!8n?{dK7cYug&9=W{h!I8oi-dN}iXN>g<(#aKjmSA(c+I=jvTuSw!NaOv*({KE@+y z1ep)368N_M^+2ad(Qdg`qsWaqx$h`c%~wT};q7D!t-?q+%j48K+0OzE$xxJprhf6^ zm9UH1JrKXfPd~f|{WTfyKS92|zQ1-O>FMz0?_!iUQa~W%m!fg zX0|;{!tXwPF$JI+R%(7ZEEWescrxT7ySh20A_?hadJCG_y_+*rqq4<%s|ksVJRs4c zROgDfJ6G1A;ea_aQ>5*O0&x4Jgiq!;^8&<-1j1pc!phne)>a!4N)`Hw=9AaXMhpqO zUOL(}L28@A4H0Lccu6 z9sP4HTH(<|K?DnZ|HN)=+21QQiYs6h|MaX$VBO*NIVQdKchdu=65*d_BkX#GqSyd- zmNeq~`(6LJ;$otrboNDl#)W@gv;HzN;1{5*f`M3I)w&2l?0?*Z-)9Q~_rgStdiJRP z=LAB~TU>}&?r#^U;{f8NfB&Z^#s?x0d}~Mb?-PJ;kQkWu{>^y|g#UX2E^x=cxB#B7 zgaG?_#ZXKr{O?`j&&z+d1qmI0v29R-{_O_;u?zn39}zGVgfHK#{GT|0aBU zbX-o))RvYO2Vp=gN*2hFqj-9Lju0CJC27dm(y_FZ4&>k@ z;ond(aS6j?Q0D{U9nW3#j$0Ddf#lBVT)WqRa-$_BMk3za)y2hBTms(z&fez<_yg^l z#upicr0VRf(eep)3XnU{Xt0uuqg2fTq;!gw_)Kr=KBDc8m0&m?E(B=Qn+p^0dMeGM zk;#nL?o1RJf0YqVBiI83I%#393ld+sjU{iM$Oe*RN#%r zQ)?Erq~KiaE(YyRmx$&7gq6VNKw-}X7B8ExmAA^oyMjY6Qc7arIBO_Tttj?vFkcMZ zJ+4FadWf@LZY$fZXJXNYId{6}y?Y-vKA>Cz3F|bH&Ygq)UPTTFZ@1x}CdL5-m)WH% z^=N9NeUVE@{QA*R1)$sQ7~Cf(O6G1h^IhdX(*a@v)E2Vhx7p@y9EN0J!(y!_J6~^^ z#Z}sw$Zk=;+rP_fLH=>=TkXBqQ;yM-rbKrjQXVF~!63dFA&3OY8bWK?2?=g=klcLOOw8_nk^(ozY`a5a&jUKJf(Jph{{e^)29cgNZ< z2_B{o_V)oeh%6=i90r)7Mh$9Rr|NBI>Y#$1L#ScV=R>Z0J3wlzkP~Sb>Bq?0x9~D1 zxj9GR1TwI!>`iJ_E-#DWRvj1E8WDT4fI_jLntd6eSiTiH@52+mB!%0hWh{?22MH6v zz1pwvk)0OwpXC<9hYrpCd_DjLqSNFcc?wW1AW!DB(IK=7_Ea~#qc;#zo#nxOHKgY2 zeX=b-N(kFKfW1i~oh)^O0)T+|oOkEy_6BCi)yH$2S|Shcr%RJgrG2LhgwHlrlxvct zUjh;|!a!4d0U(x#`s3u?|Fs`+`w+an)@pww;C49`x?q5^P&5#V$a-5sMC^Hgy?*jd zQ2Ov9r)mcoR{keywTQ_)?^9tW`15$62X&*p92AJ0j}P>&bQVa#YM>(`Ma}EcY^|R7 zqtHuhGAT8)sFtV3a!8w#g!0?3cRpyDC6$I#Vx1sAZ9Ul2mxE*Hx|a{KK?&Kqh?1)!IeLiTVWzBuwsV5NYp(sjty)e5B; z-|x0;r@}`{L6B2UC|)QMof=rh6>3f80j$#jZes51o{+8FwCI0anPW86&vskseHbt> zcLd{(rUsc1K07I%T_BLS7izYb&b+9pS*eNP*T--td`(3wLIrF{7`{aMxchsaQ**^c%Nf|j`{fn=FsrfJkHMDzArHa-|t$H(>Uxkk}6dyG?cYb^m|zBm_PL*(YOkL`0m_QAp_vv$Xx)1@Vt>nUA1|20X$yU zef|Vm-7KaeMR|ZEUK!s%7GN76OS0c8a&KgikZbz1Qw?X7;V;<1Sv3vaHJ((n)xTGU z0mwh{c?6~MdPV7+-0G=TXe+|Q{R#-BZO0W)W`b?Ka4oohY}+Huv-^81T4_cDmzv)k z4v9lOF9ANIXkXo~@J0PnE1254MMAUAwrC4qyn_ltC;*t2#{FQBcL0SrOC(OIfC=5N zwyuqi$oT-CZ8RvtbF#*nH_jPoG;qB-#7pCJ_F1ar^Y^doHJ>US&d-l4 z@=f^|Gd~(3Wd4sQ))m}=Jaz3qMVR-zN4|aI!-VVoVa40iTn^aqvL{T2PXs#HV@LEx z@U>&#m|Uf|DwUeP%Def3MNF!_RacYl#-j=;|Ih^S=++-y<+Q!8Uc7xM@pN(%h`9R_ zB97W3p3o(l=RA)l%JZ_^^ z=o_%IFZDQDL?7-KYMMIprP#F^8(9DZ(H|iAy*qcPOp5}20Yr30M80TT!buM|VE-W7=?b0JjeuZ0@-{^|A`&&f8;xtgzoZnvnOVCH_7hY!6u-E}KZ40R7*P18nge zXfb~@ll}YPKa+2C&k_9pcc)Mm&ktMBcQt80-^qvWog7!34Q4&5^#5#Sg!ivd!epxuSo4LYA^Cn=wF7<_T=m(;7qT zv8xmh!P0D76oH%}RWsZAT4Ja|YfF;NGN73(?`mIcy7y!3UDf~rS;b&WvtsF6k z%?$&Fxh)kdWOM=pdFQ?i&*Ab=rZ~ABjl_N!6UmiA`}YjESA$&pb!K=Yx%bBtAE$w} zTG}&=_f2Ifq6@MW0*ZyzvidN2z@IP~dy$~^0DRVSm^};oxtFY(7lPq;P8o13yuUo= z$Ds9>sriYK9AhpGgcjK=F0j!AzZ~9>QXZ)MGg5zx2xJ$9k~OKJ(4SWaAtXpT8%@Vg zm~m8U%nI<_bBlqOFjO5N%RgL+x9^{ip5~8v^rED~T|JxG=^?SlLL?x@G#xd8#84rAXDw+hws&c2jXEmXx?)83Mc z3s2Fdqb0f2uO}4w4ywv+ z!WU=3A}FgcQuw^BqI&PfmV6iN`T;W%qM}qL6#)sf?jo;2)LQfDWsxe6%c}zU#gZZh zjPN5CjZKs9xXT6U*xmU(hMs|k5(EK265)7ff~+gU6Nr$-@*jCT?+b(1u*-e`5`h=A ztc^z_%bIf+fdO&}DkH$g>)=SdtR|qYxP{R7p;&q{gkv;ag&;iaA?rxPr7VN;*Phqh z#jQ*J@PnVE#8b}yTvMC*lkxVIl1XoRos@v8eUBf1HuoOh}G25EZ|&>=287{;miaP=P=>r<1eE4V~M= zL6dXR3i(Kbe*}Md3hybDv!NnApA6Y1D$Rq6qs<1-tam=ojX*o;ZO@?M#T=s9;e8M3OB^jG^B({%v8q{K$4Kk_ zMDNi2WTRw4#qKWBcF6lFi*p>S**AJT0RqjJ`^rXywV3(V+;?LgM8uA>B!ep1=q1y; z;dOYtyu8YN0H${PdleeA6|^y({;7lO$yy$z{pP+)8Qh{1AR??(rUJECRfTtq&#F&} z{{BE_%A6(F?r>^5?~1%1hpQv)qSpYuga25p<|&X~GO`TD$+umq(S zMT^^)DZ}zTt+pom1!th*ssJ{Bdd=7Uac2OnndlMH;DYhK!MB9(1QM%Q9%j8zyb5l{%B^rr zm&>VJ3QY}mf99E>l#MSoUzx3~W4-R95AP|q;o`}9Lsq923D0%>)u>)=-~(2n=pJkn z14=B@6M=Sqr_5P7y4fmkE5Le78cU>UmrQ3%z1V^s8`o*1@A>(qR;R=tA5--!y2DU3 zIJlnoOu1gH)R~+!BMNgrT$H8VSZVbjx?={E9>OlIbqY)HAiEai4`6+zCky5Kmxz#< z_c(m)UXu%&L|7LXO+4nNz8oCyiFqov7??3F0>#DLu@?WjrV%fk|30;zO5TX-8!xjX zU4U#gHI-4L$6juO+Y^kJz(RvBJwuD1ci%%fu|y4DBsM$eaBxp_YQmV9brvCaj!8d- zeE3tRjzUC=^VVWlMw|QR$;o9lV^D*9zLs#&hdk2rk%4{?e<5Fyd6S(v7x8>lpWllu zHLz!$yzR`m~RQ4U#E&)^5{pUs@-f zCaQbvDRj6B2xt02u@qTFOnoEQ?Aaea3c{l$pKnLOI3A7rM3c$p7Z+(XLWX6q#bvHO z^O2UDo7U54Hv)pMOdotEPyMkM00CcdoEa+Oz6wa`3ViMFt#;BJpSH>4sN|KV5Uq47 zcwyucWUR~vYG<1+r4AOnJ|H)sTu5w~Sf2%ct_HL|KZ%C$=?`Dqw?bd6Dja#e(x%y`>z(-85W7AjmMx$)! zx_!^|SGGKtxGw+b!oCJ)NcB36NRqngD2Tw+^-bu3z-Z+;R{NLe`~jg5GN%HP7}wEJ zmmo*hj-}2h=#eGa=INpAMVw8!)5#>W(NYhG%kR9kKJ#pqR^)ua%P_i>O8KNIP3&@qZx2Bb2pUBI8R`2hv$5-POXr6~4kQh!BF4>Zc&Z<{ zVhL$9=|9VE6*7g;izf_TJbh|42pgq9U(vrv<(Js@S&44=M8cfTY#$_7-$Js30l7)@ zc&ffHKpD%L^{Sp^uxRhVC!ZAaB*bBm31CkyHfh|?HmOs*Zsez_l7`S3UCIULRhY~M z5O!Jhz|u)<8dnD2)?Y5Ke#`KHOu6aAfSIcY!D>5{EwQttXj0Ju<`ofGtRbSOkJT)3F7GbpX z1Fc*#*;7#=8$7F6x-8_6)nVMFVt1Qj=A9x?lmsHD;y#; zD3ia#SA1cZnQ>=zu|y&VjhV7t{vP|)(YLmXQp9<|B)iA#U15)Ce?B3SO3#Tm1JM-3 zMgxgHnTX;sr07-)udmPWQmc6N?8^Y0fczH&h`E3jEsNs)F5#z~enpe<75$vJk%5fX zX8A1N8)?2>G4WwD$xBib6`2mGXij^ zTk2GxHSOo{Q-gXpJMm=mHn4d0!p3)BI}h;_xbvchFIv3G{31C&@io9I?nTW?A2TZgP-_9?2iE#~Tn8EOY$ue02oN%yp)H9wlp@howxt%MRQ0=LI4# zd=bO?hoL@2?Pa1BLXY#aJU7 zlAn!z37fBv!eL$0pXQ0;%l5IowaCFXw19~%$cakzk$EfP@B?FgFTa4*a=YUf{Drn` z|J;uN4j811pKDmUSbS@NoK_*HwIxKU`_$f``|ufIgn#cMo!KB97n>8suey%hCHcp> z5jtXSVwc@7hnz2cn@JZx8{TUxyYCzG2H&f`aEF{{Vq63o4Z_jdw>*(e=b zxB@a~%PHG|Al~$i_cNme?acKWIMq)p`o;5=SU^^Ce4=3Fd!0MhrKXuEtxj7u1QZlg zw`pb%fwbU<^v$)k(jVgnJ=Fy;G&Hp?^G*YCjGTEgX%aI>EBo(cQa=YG9?GUQU&vpq zk6;kmf(no<1~eEwL6|>VHV8E6Op%Ygj zs=fZBP?g6Wa?z{KeSkuu2+r<>E`fzYxTShr=Ii$=R1*C>l*wMO?g$ps*DNlw@l-{{ z!~GOAtrw?o3e4{2Jjc3R1s!dy0A)b#x^9Kl>^-abSQ9afoSF>OGvEtW1@7p+WA*;U7cTLAqYnB*^ab&@3!1;}V!}A~+Zy$!) zbB#$L6Fk(gwGa?e8&Jn!G#H!9FDP1^eRas22~aT?{n~729*djW9jh0g?Hh>MW0C?V zrI9()U~}rjrL^^|es{8P5MF8n2xhlva_?_W6@H0aINaQFR_(7vR%A3NYY>2WllyV% zKhNdgTwo@DHM7c}E#C?sSy!$)mSz{XRxCgwktKmjlZ3WR+b*(Bs$rJk9FIh5 zO-S9&6D_y)^1MM0r1A$=O<%l2?i$u23&!vPD3VeJQvB3r(f6a3&i-H)g-)&yA$Q%9 z%Km-K{bxJOTqx(v@Mzl8utLaE=iNuq9x&SruOt^-DhN{J0%U6y9(MFyNAP6%Dt~k= z7KKGRDpd!rlFw^Bk%A0DF~Ga{Lde&71=AHAkD_d)RuJs)VM}7;EQZ+2tf}LXt9fR` zxNjO)LNX>E&nhIoqR$6KrBDx1S&h(td3Xm(v(Tl2LaE7)QG@3f?VA=?a%0*IZlyLs z#5u$bG3$ibQNI_+Ct8rC1}C#KTM!nRdOR?_CupR~kTLdMA2b>O%*tC_pSnF3il8f9 z9O(4px0Lfuh$%{uP!`aLVWIS8u#l*+w3-}Z=<3y#N2}u-=i605GMW5DY@33dK47~| z)be)sjbzGb3PV>Ce_VFgR7w@wDeb_>3ERsGWyX$FRc8U40;4nI0k3@Br%u<#c;{Cy zh^*!&9j>?ONit1UGmpRm-j75{*u29B3m3Fu_?%zzrSVICAVdX$V!E^Z9t~!0ZB`pk z9>7)_{NZdE070&|ugK#_5^;)w>rxl^B?QD7s%VwP+*cxWS`B}E9@p2~65y8E zYNM?EdlSk=Hqsnc9oqh-p6W&%CeHWjD`Tks1onFu9iU-3#awNRuU1QWZ!fHvgWi0M zOjTKYUvt6l&f;FP|FPs6Rn%Njrhc1NauvGABN(b<`IwvA7xn z2Jdrc)QD4Qa&O4QP4$pH7p3L_a-7L7w&D%2#p(0+rCeGjN+!r05eKn-EJ6)Rb1Ivi znvQp>Nq-RS~$#HvPL&xE>zT`k0M#upsSzf@jr zsrsZh;4oYGp@%em zVoCxOZKd0Ar4JzQ3M|(gJvAEcwb4I@6J%gdS4i9beEPPG3^Y5FMv%!W6&joJQQ8$+ zDZ*;tB(~_MrLN=y+RzGDIuBreLdvgks>#Iw@^JKk^U8GnnBTZ$9*}=W#G?;%z1q*N zy<)Y7_V*5i)zK2|=Gyj@F?#<#B>Qj?Vztsxqb9F>X+&DD8%a+>7=R*QfYH^ zXj~2VMDQ+|kfR^p2O2dY%7p#%{SCpA=@TCmDE;18C((AReL=Zu7NSu;Q6#Nn=RV zHw(RN)_JY-ybGl&GeL?l=jfqy!E7x@rI(EG8z)Ss)KPye{9fd0=tr7K|Zu>1h0k-EONFHfeRrDFGCX|fbv3rT5#sC4vwEjkVr^L5r60eV;5WG+ z!4exoHpJcJgfOWRG|c^db~Xw6>A@t^T@nVxxHmjQ!0n3QosA8_=C)9sxe~FdK8p7X z*u8`M>HGOX7*h>}T(RDbVg*0fI>(1z_^5!8grZEi(es}*PjDdb^hM5?kTcfh-nT7; zd${4z&_ka+1vty*9XG!_ovDdk=cgg5{hW;J4a1knQ&(e@y8C(*Q!w;4Fl+^PjR>&JE;$hA~_F`eLGi@Z~u} zOKYpy_hb6nrw*d&^j84eM-cQ$tBwq^zl( zg1PkjSTm6(wMCdj%U+?%j=eU&P`CMJ z0Hg4cAkWby-^mGILm1tzArCb75?LjY;L=;!n)FJ|gZ^TsV1JX+y zEe;X1JLc@$GMJJM=;bWfA_efhEhKNv%31fS$H9vq-76tztk!x@sgak+`P!pM{3&QE z{quc6*=HefiS*qggVD0M{iq@1bH%b~^-MXCjS}j47h_vU5a3Pg>j{5cQgcoNw1ZU_Dn^(%S2YfBHr+7{Ld! zr%XSsSXUJmRs{$nz9i~)4ZDFhGpa9R9}clMsU|l@XXv}op7DOm23VQDf7-ng+f0qxMc)&Jk+BYE>WXOOM92baEAJX>cD&zg z?nc`G&h&idBOFg@6829aH~h08*a5Q3r_5te!NV63wrdu_u4(9aEtYi8KLM2`YG|M) z@&}wTDgY?1MQz9ovi&YKMuom0y`}jWJ+?U!vvV@x7E9vMrU%1)tsccc=*I_rykoY< z6PEe%4+DMP2dY?K_GP_8b${2Ad|>sumggMd(!N$DA?d2+OzTJ_v!RpN$?(gB4}Tz- zAQA{&ni)x1`qZif|J9YN6%bhWR2rLq7s>DcwUq%3*vV4pxo+qaYyMXm57qmHH!qc) z>vP%8?g8P?vR%Nk3`~y6vr8Fb$RM#1orXbHMimkR?U(i%C`S>Vq5u{=U9i9^`fb5+ zwC|Dc+QBcQ9w|_sE9ycjkf>AC)k`i|4bT7o1D^aW^!z+RteSz8e^eg-`VXjI0p<6- zw1kiUhN=390praObEq*Y{Oiy^2VRXT*NM1L?H*eC3pmL~jK5=^QvpE{n&N*h90L;i zWr!M<`mZrO*J!ez$Dh3*jurIp@u5JHKG#V9e{l+U3uM6gbF75*sLO>m?;ns?#|YmG zd$=FezA-?76N#DvKu+_0hGhdF1F{*dsH&d*Dp^&Nc7D84r zqxcQb1rzyfk7dh8zZ+h^xNN7|7cuCiKU-W&@;_G2Uil&}AoZVWIRp^^^Faw4k^MB0I|u=ar_vU=W{mF*$LDXf z+hB5%IQ`=_{y8@^0$^mG5JK|W(l;;6?3^nZ~wN9W@ZM=di*Pj&Y zl31tZ(`2(MZLxZeh-q=0#eZ-OL$E)8^lbsmIO~U-A^=&SQW}+fHrpz4zRl9o5p0aX z!}<{R+uPFsfGTJkfZGBvM?;CojsSqs=5yaez=+GIPusfL^Fb6-0HBZpVCs2IEP|l@ zINxAHVZHDbbb$7lnwB=zs9K>@qn?04BAcF?oeXwkH9t26TG>dXGdPr0d;9ypG&vp= zm*{%IY`Skd1BkQpnmCsQ05dYhR(mP`BDn4u}|~|z0X?l298DZhcBqFsa-n`g7SMuOOdaL zjDI8+!vO`(slIpO(V*fPHC_P4RK#2|4{${L9BrUEwj1=`JGGC}*7~`596fqSbQn4~ zI817j{SEQ|V~TdDJij`=!kcoCZeQoVJ>it2G@n>+(N|r5A)wru+C7 zfcbu5F#b{KpOMbpWS^2Z^=)x#F)jJ&5yt9niy+U+d^S4(l?LcnEVvIRj2%j57bMd% zOZ)cii7jO+43ATU?A&wUuV6Mo1vFU21dc&+II8Ng8_3}80!@;d%%tnP)qrk)M70^DELBRn}{wy&C`>Ri} z;cyWE{SEG0I7Dp@WyrQaJ>pE2XeNwa0*n^w$5Q-26p#%-ZxuC-gMfxJ(`~@<-SP)KANNNz>M@uMuIb)rNsgamO_%}MdoJ5eM4WdGFH75utNH!S!~Z;^MA`)~G)^fH3vG*H@*r$?<0r4+gyHm{L0tD4p9a zey-N4;740#l7Pln(^p~G^a8L}mzS3S;kk6qM%LoaP@4#VP|tZYlu}|r^o}2gA?Rg1 zG!@hIYLzKu7eGv63OpW@*OJyiGV^=>l<87+#?7<{I1I`UwN`OA7ra^pc{_~8Nt2cLlXus#KNDP|(d@ z3t-}@rbKax8>^hi$t>6i&k2(#y&mshy58)PFk8$i#dUkBGnh;t;2iE7c#c+g-Xm+t zR9;dF2gf?xPMT@Uch@_TojZjCA7%=RRknV2Af++NI>4Y_z-aScrxcT0KZZH6O+Cix z_@P)MFBsKT4qxh-jpqA|LY0AV+^C-+SgDPtZM{FaJ@Orx55;r1h6MqeUi{y_4KSQM)q1?d6Vijmd~Uq9{Ri zO-&9kv*e1RN$MV7&UN{}cR781?(Jb(3lx3vBrc{Z#0Dqo=?@H`$8j?~uRAgG9n2<* zN&(@rZ4gE`Lw>mYR)H)8HqyBTfHWQeA$Y#0o0_m08TIN>a!HKsu@A=h?$xh!_dTdR z3JTu)Rx48*%9$FgzHGxn6O01|gP89F^`wH$N=$c&xZ$wm_>Q_VS7icz=*XpebV1Iigda8!* zR`Y#=^G^lDXkpl`!sg9U z7y7?xsMypBH2P>+?vBbr>vs(0g=HE>MRL7MSm;Af6JOrr5?ZmW`w%BrZ1y8E!gdY7 zP|I(+0E_@~`2ln_H7q33@v$$X;X$iPlB(r8S-Ij+Qctxlk(SJitYG#nx0i^6Ww5-c za~$s+Hn9I*(Exv%3zCK2vD+X+xmZOJ>C*Pmt4kvt7LDu`=^(&^t1_7h0leITDT`@2 zk4vcW@n>#a5P`8WO8go}uW|v(0pi?iAt=Ad7l?3O?|$7rJ>JR2@xNxhe&9=lv)b(p zzx+%!Q|xHL;c}Xb%5}KVDv3rWt>6;BD@q4-o`aBLK{URw!)UU-cy~og%czQv^dufl znq@Xo@IDKqK@0+Se2OAua^*UaJ80cv(PMDF*k!&oxpQ*FAKR?AoHd^=l|{e5UH*|& zqgEM`4bPF8=7)?Xg{hw&Wa=M8kC1aJx^^ZNR(!X>%dZvKNQzOf}S`|J2dpY4sPuxQUt4AD(L$ z8AOVy`-4`?DYO=rGVi0Z7>7p(Nj=nn|NfV?Te<#A7hM#9haMJJSU ze0uaMl0=cfN`_4AVCU$~!lDAjzE=&;spBp{O5=!v`_Pdb3{YaJPxhL6&^1WMkTO&2 zUh-lO@<@2xJ{EP!8X83KAri9_`sBr?J$Tq{4NE)jPAlp+zOp6qYPU3tTY!^JoLD3r*lJkij+R=LFi$>~O5<=FBZOfws=!LpIST5* zNW%K=W|M?an8y|>X^nhC(QkdPQkeO6dur<PmYTStc*g!{w|uBvl;^AAkG|gO(jr z<`^Ug<{AB9`2KGguL$9vyh4zv2X#M2E%nm_zHkcA?UCKTm@>3)n8t-}1nAao3nn8b zfQ>+DvYLARE%HyDN7pY(#gda zk(!s9f`20Ta@;!-&_HVe*L{R79+N+mlPwG<*LmOQ*kIQ&dNNsVgvJbUb@9+KqSt|~ zs{ujaDStY4q!{Ubz*P?redZL7WhBO?6NciV_j=+VwRz!8`P zZJa#Sn*)1k7*{0e@@T`0uc8#zpBS8l*5Ep4{sa7TcF3ylG*wk zW+Vu&oo`}bj~Bl8HiXM?-|;G5cWGsbvj?#~gIMub^zQ^40Bt8cwu06pew**E04UB1 z@!WU&(Detx^4jM6BPd=ZQQD|Ei$w@(@V)_ps%oXBPXCCAtd5*Iv*H#fp0An&_e6|&K7Z{$q^BtwNA~guUO#TSfg0Bi|%r| zBRi;K4TyPUM8R7awI7#0MdV*N#8`x)qS;F=wf=nlT0p4FpC*>UMS;WpJXgjK3IZZ# z_b^Rk>_$>`=lV-cEL{{M{QD)P3S*;Nf`*g(8_8rQ51x&Yn3!M;YB4ut+&rkD@H5D7 z{j<22h|CXlEVL~+86u%+GVIkx?~o74PAya%3%srfRFa3k%7jaJPmr!`F9(Fod@U!Y zynh4|@r4>jtidB2Z)mi0K#Zo%WE+_vd8;Uuo#YOOF=Uhc{{LUgEH7w=)mUzmUqb zn!iMoNSF3%^tUn@jl^RmY>%JBn7G`F#?~*zVAWfUB@U&dCGR6sK~7u$6mdS}QG!JF zZw$Bkn&B$28%WKmJ{l|-_dZtnV8QM9b9}{|7@h`ePSV+90Vt>8zN`4dSXXJ$hzwf6 za8BSwvAj882KP6%Ugr}QZ<3{|V2-rdt4E1hnmup#8xPqh+yCN-SlJ@fv+wMitjtQo zVmJ88FwdYYavI>x3?jV#e3Q(a>-or#D7V!g7giUp!}MugsCZi?P$rc}lt7Jfv_Mmn zxnpSF35|5F$CIKE=lH!&>@_L;Yrk7ZWi&Iez+(&MF)7WR_XCeYzLbc`FDC$N6zWzWNz5N#Rl;&*dGP@v)YBKVs>4+KUZ&TSt$PTlB!RNS326?p5iD~5{-Xo3mk4p6uTmSOd|Mm~3zQ%ZIa{L2^dH+|z-Q2`uRFi|CNtLHSH}fsTWJ_FelE zK+1O)zrS&zmj-eE!Btcl&xbmVO32UVGkr{*6292tn9%am-)ih>y0CrT`3MHqcja5M zYNDjHvDHx2uY$OEFsXXaPY3uI+uUwZS;a2~!jqomsp@9a_eQmbSDr@r1q_If&5n2Y zDQO~xRudvqhf#(F>c37jRN+Xi#KfcDtucRFD@ou&$&5b5Z27tzKQ3L)yQS&_%I`wS zwO(qoIIs3~vBw@_jW44A#%^k+H*6%$;DpD7Pe(gnb5vFUgi4H>U3Rvo5G@rMyDxX>KfrLiAvo-V!$%)P4IlP=Pwq3pFAZXdh*8( z5B2@Bd6WA_lPBwBTa`&?WhBX^M#e>kU^mBKo#0)(K6De;{$8)g1p&{lixFaI5ZOmI z_#rw24&#SKbu(Ss?!uunAO%H($K~ov9ILIAuXs$1O>azT0b5;Up)V7tloO1DZv2!T zV?s0fQ@o~7HsTUM(C}XW$lVgZtUxs1Hi4Oq5V*dgUi~fye{!(jz7Ldu31*T?g?mKE(enT7hZ}!0P>38RjT+lMyOld$zFZtHjJwtXCv0X zww#SG&>R_CM>Iv*T$~B{Spbt!MC$b7OmQZwEfj0KI)3#{(2Q5kY39zSUhK%oe9Zm! zwLTv>rYv&%{Bwz8Ut~1gvsGt*E=gGIFktyCAvXq-zff#jA??Y>_T6Bn5dBb%QWsl&Q$ig zg?9WsFiE6PzK_`4zWQi2d5vZ6qbudQH&rZvVqSZmO#F)GcA3L&<+~}0dFI#{DwDA4 zEG?)_P%IJCkef(1z0%8InMkTU%f)*Kn+f9B#)lTx7iY3m!zbVVvjymtkKDRSeeNmz z_%6~gi%C5dlgX-GQ)j+g7|vww?n2*23CmdJnBq2C#bR8_gGcZaDqSP1s!e%n(roI{ z>pMPa1*AvY&8HQNmbxK?JA-0wkg4fhAxqgxChW1->D_jpMw-;XvS>4O)J*jU8CgYR z8YTJV%+7HpP7SPXt6e1u(}@&qrl5ypgKwevZ}+g`JL#oh;5SFQHPZSl2QVwamy2%5 zri1lfu>9|qTv`hP9ie==OlMNu-qbP>=_5nf@0?x?I7>dw{=<;r&kMTHy&!99W1v2Y!k=0EJ>L>*yZ}}yAkWQUUmdIjK>$i&u+FZm}kzSh&w`ntzc6$|1eCvA42k}NXby4AxBYTlQ z1N+-v92A+8YPp&c#eZk#*G!>2euj$zpA`0M8h=kFc&{M=#pA{bV_%_!-2TVwJD*!~ z2b4$lf4lZ;0*iz}F~f9ZCBfgm{9c8(NGS)jKNjBnS*1VKyBQ&;9GLgn=obE?ZZ{|~ zs2QQrj5%tpedKcQe9a*jfsQAG|Uobcb_A=ZL{5kxat zg2k{Chw!g<32sv%^%3It47urSaLD{7{m2WC@5P@{`%Z#iYuQ|vpAjJz!c3rWj77fn z3@tC`0(qvtd-%L42rpM9Jv{LQ9?7dyk&^w%O>TgmEuF8FKq#8JkU}BS`uCdq;y=_Q z#9JOmgg6W9DR=Vv6h8Rk^7NdGcDFcI02x0h`DDkNai8(UA}$in3mo>=DQirrY#W5u zAneN?THv1OOVb|E5hKm}#)%-!J(lFx3~^_mq#XEJt@MU~oxlzSkH1V-RNCJGL(zfP zv=o%4v?o^}g#$9ljEt*PnRaCLfg9c7)l13{$?I3-ir`Z=yq~pc&-!pp@LWDCT-{l53o-eh*VKG}NCTo1N!QR{36UsfJ zXFEhAeZLFX-h?8^kcKiOGH;DDbIo!z&bn#NliBURq;~}Qyj^FrJi`LCk0JQZtc2+7 z4kwC{*K{)3BAG`L28Zi^j{rV7a0EzKfGR|Hc-7I#l-NvHne%_{LbY`oAYhr z+}`YQ8<=>lTkk%BA-if_`jfkiZ;f|3*QA|*|I2iy-m69A0v`7Y9oP-w>+ zo8iK7YCyTZEAZZ#;j!qwntP`IUFtz;$kOjYa(^H}y!2j{j)m?KfFMF7hV3i}B-Gzo zBBAFU(=05;&RpI|`sV1wkiP5zQgv!~H7k*+K5^f@NADM}g*6sK?+M>YmkR>E)*NhA5#(n+TS2Mk_)w#0BU`sN* z#B@~VC53WlSR@R)Iq=6V*`@)^P z*0fEPzv^AE7&<$hFnfc?mzHYhTRXW9d2PT$;BiZrDZ2GqYe}z0rz>o!hsHZq^OjX8 zl;FwC$WBmiLaRR-+NMUFUsq+!w?frQ)VVoz#PGUHxTpn?Kbtj{60 z-0ADeS(_J3wgAG`)+CAGCsy)%5b*GMsrAhV8KVRp?C_Y4S5z_+IjBeLJs$P;mfDj? zav|bqQH6?u9l^;d{KxH4Z`twxTm@hhS*FqrUW%Mx7gCw_(lc3@8p}~N3ntjB1*6BB z&+nimSt{AmJFj6;s@A`B=mU9Rmy)<#O@$?(JW3(seG~W8*tBoP!%HN0Lu|wgSGy9~ zNVi6FVTF4J1|;Eged_sLEj4U60485(UaKgm?8WO?$E~ zoDPI2FKyB9)T(4+>va{%l`nU_*Af06gNESvN>lbPVFw2}KFo@c0znLHJiZ0|;j+Oo zq~A5kOtR}hYwLbiibir$j$Angz@CE!d;+XuP9iDBLu6q+`}eCAFwuzkLFgJ~Ga0Y< zi6KG=m-q86vqQ@mMKUJ-&nzOx!CcwXRIW$SU)HYzF{4x=BAMyG8Oo7sHn-y9VHK%; zbJz5E8e?{x@aKL>V}Bf1$A3wp^;p;q%D8XJ_X3vA?0Rm`I5>p9b#Pmz9&j5;5HwtA zCn-dx#5R2v&JhNDqmO`_cY83`?brPgJt$tmfOb9Nm{yS0mT!N9QRl({B)&&EMx_+U zrsnt<)1N6GF5rXWs>JpZb)8IHa8(ju$YnZR8RJ-evDH$sb5x+FdsIr%$%s_`aslNN zJA2~6X{V=f-{JmF+!7S?GD;h!ZyUG=+~$Im8Q;FubATrq8~1K9e`n)BU!<`<0TOE( zPt>5}o^L(Htu#5k-mh$1Oz+qsK}SSPVPX~9SWK<1I+M#XnYP^-)6*(b;?b_`a^JZ+ zyRO*0kc7lX(e*FGW=|5;b4u7)dg4V z=PLvyh7vqKz9m0>Yi|c*5 zI>CKu47Y)9IK6qOA=x^kn&Mtb0DD2@U~1vWj>e zJHFtCcP%n5j%k86mMHW!BCmR6PbN&L=6(w!zTFR--eSAN_}8ZQO$o(~y$$7(Fx)vK z*>=+*^hnYEDPe|BAeiRU>q{x+>LGZyu$f7run@~k%Zd3D6Bq>jTV?8N3v@^fetvHx zlc`yV7maxHXEfYIK&bKKo9G1+(?TB-Ox)n+)f#euTSTjqxQ(0T6H-^v9EZy8BB@tn z?!PuXo;UJBktuD(qLRs>rZd}O7L|2S8l>10V0;4 zaA9BFKO{JAcw+8F6kg1vQIh{Dk-5hJ`HhsMl5zW=;vsFsBQHsK6Fd3%|53FYlos;i zXUQ=mQw0?N5a3#+9)#`x|BgS0Wp_M-2X05z=xbm@!@$@X9^-HbFPI?N0jHCq`I^hB zGX2Jf5dt|(>VhwSO-mCDj3Dg$jhCoYt$_1Poi&>xBZ0$I(>;=R@D*JQ7tI`{yW_c2 zsrLFFQ+$qp_StHU+0Pm!BVU8;-$L1EF(8G~;?9BH?aKod_bxB^WOHa~dfx>`e*1}k z)Y8o*+(m_c^~bw%EeOav}#ylv<*kg5aAFr3mA&1Hi4}4T1MX-d2g%IXe}kmQdm$gx*&0+ zPnASPl_-g(3+0)hgiuIOj zo!)Vy`HDrE9Ie7hLs@Hg22f=k^ECs64?ClV{ILsx#b}gn1K60&{CJXk2?j$ooOeuj zDmSOsk{9OPA2P&ZA*kXQniId-(pp^@fB+3uSIy`jnxq3?EOslX7J;C_FYkNz zj#j$7y5?QH><*Wf!sj5R@m$pl=4+H*7@E!0c)2t|;qfxo;-y#Wz*=_we^c3d$c=x64;P9{=IDQPKIvY8STsl+b-WHj)Ty)zqqJp0Y&{b^pLX0Sh060`kRR0$0iTCt8u4IrTY2pPCemuWky3(Ql< z2O|Btfjj$hac*ZQhi|H9q)n(pr*R)qr2M5t=3x^p;X&jU99%?gre}lAE%ep-X6A4> zvrjNqi@t|XK7#>`)%@|L7q^qY|9YL8-QZm%) zKEMjMQ@c8cH$9wO-`l`ZR$~WQ?f{GsoiylF{6>mc- z;wlZZw<-{^*(%y*?EOphb{%??Z<)e~Me~MtFF(2J^v589%y0aQ@1K-tE|X9>>3A>w zTqG0;$W@|bSjH>YAZUDs+KVQ3B6N8dOE2l)W;Xg=HG#4bZP4;$!aM+j1E)#y_A$X* zUGGfsYYDQntxMtHA{aa5l(yB0!4~WKgPW<6PjDoXH_z-N73rgZ@w85V~pgR z2vcVwi^!2H0Qa9YWzPYi@_m?1N;6#jnrcx>w6d^L&2=ZErI&$BtF*YcheMFjYpNzy zt`1zl$Bgy*l6(T=tCpJDEGx-4fCj~RaiIP3jjB{zaBw3eG)3x%r-^g>DZ{KbH&Do= z5-$m6zoWV5VV`R+&TQ5dyX1TBqG`Bz@gM6gT=<3CTt<^iQ}QXF{JNtQ2)SjM6pW<92NhBPYY~i#Ycyi~wcKSD|t&;lCHuQ*PBzUH$s1ga@I$&19m6zaui%!y1$E zQxnKQoGz02>}uwQA~!fVE|vM~Dun{CST&!4Z#b)dXUOyMQDg63Zj<>&(c;{x%(1ij zH_;UO@UIAVn6XDD;W;Klflt06s+bFbM^gjcVDiKDn+5@H-JGA#C?R1(xFZOq4ihcv#9nnr zk9Me3n{6wh(-ad$m0@VD3NTlpG@2i0VZ=Ozg%JHhBdKG5|*&HVDP(CN>El4yrz-ty_G!qKJ z%a}~CwmYsY751sv+&*H;?y-E327QB|n$NfdtqRb4#2%0?vk*6@z+%~NBx`xr90WEx z@@vr=*_&8-a=9771ir1FqBdh;iA`ApF(%beWhmoF#B}n7>e(%w5+BRgDSy(lm4!6O zcpZU9%NvqZBB3n4e|yG2vFUl0@odrfR%bwHgl=%$C8BFfmvYQ}w)i;7XRRt?$o-|Z zuOGL}T(_+01elKx0j0b{I@DoL5(69`8IeeYQ0$D{xb>awTk1}M~y5&9)kV)-_ z>QQ7KT#pthsl}HDzGjdg_z31qs@Q~FqbPt_TB+rDHv?BXUys3Gqi;*D@_T;47}}&o zHlX=ear2)zJU!(P-czG27ozhgW{c|*KqC08!W!*#J5r>l zM@mnS$XeBrlA3;EYF##$Q>ENQ^#1#28J{19>kYuWeM9ZwK{Ho6*7l?gBG5C+nH@jF zWrsSBi~U*C8JEkj&6uJ&Y#XXt={($yaLP(aID3HA79dqsxi_{f+eU2g?WoS$aO)0_ z-cRG+?45Ve>%gya9%K7LvqmvhrHt!uFiA%WrukwoF5lZ!VzSz~H71hFiE#KE1UKCv zWU?E2OETJ}{GNCs#O+QD>mJsO6$MX&=i{6&{#9R z6=Fym+Tb#PnQPqZKEjbF-PT3Uqe|{uQ@Pq-B{L^B(jsW-f*+0V7u738&TYG1b3nHa zy{c_9A6{xbpbxSbP>k2Qhz)L^?+M*)=-YFwJgtc#xMRMIe;e!7RUkbawfi$uR#0~f z^_`Kvgk(Rqd8i{DoL;`m*e0{3Nj}%>Lu~VK7o~bD;u|_$<^+m8|U;R4wyPR;_J= z9F`dUNz+>|1Ta!dX`6*{D@h%Q0t&6LyqJboLw{Wt^x(SKm~o(F`=zA0dAaShDsY={ zfcYvnKI-65)Ai=H`Fid25!ZwOT^<_#SBGi+fWjwcXfhW0P=#uY+l}-G{e+uEMFk52 zCye~2Y2IHyBl;Ns$kw{N&+C___SaSdMn?T$2k^oOm-~Zz{Z%qc#6dYD+SNalQJ^3o z0&@bIp_shaLv#OqeP;ya)2bVyf6@HkO)R_zDzIt}t?$Z9GCJb;f?}=eO{Lxnr>gE==Wt#0!h31rDUUtI52~|REI<-}DL51c8+r={KK{WtB^*fc@+6}}=8xq7EFT0w=4#(llsyMa|36>P zfgsP^+7kai%fRO%Zm27jYXJ~=enUgQ z-`#jY`SZhr-^P*ueB(xe2$tJRUI+VM%Z>G5R`T^>`UgM)cDMT@uV9J_g6)6yooFEh zl=HIJ|HqW{XY)OK*nFw4l%D=;^Z9^stffWqe-$g>aW5`EE9_+bN8ca8G82Jv#202@ z(dtbg{G)IDE!X>1z8>yO()Y$(zJP#)q;diH@pq6Tmufsn0+>$%=UwjU`9j`siMO?h zM)O{^uqTWKfVeMwXaf;LH5{-w zY#@RmA->FV+HJhex@F*qnUAkwwz_yLU!WS8+a%Ef?vZ)EFformds{UQOr9tc4TT`Y zU^4fmg>H%Uw1g->2#x?kalTgH6vEX0Ep+eA26PpZ;xSvUc*1&zkqTmV7kWTmbE{zDaDm25d^kq7v?Fr39}2U%b3QF z(y<|Z1}WIy1DN3OVvz8dD(OFadjc${%M#D4y8TbpQoTS@J{eJcU^y|nV!Y}%(c?<`~r@X;94TlRqcyEUb9cdy5 z(5b?x)$0v}H6-?OOX%pW#Uu6S8zDskX4@4soQ+`VHJ5ZE+aU|235N%FH-L~NcFJ#fkO1z z2PXQ?najPnmJx(+oW7&3RxG6Id)#EVF~AT!C(NWpE>ss;3RI;RRe9GG@#5tSRR> z-!Bi4&k?r3>e7pob%Bt>qgikapt+xjGKF&0H5i6l9JZy-?1FJVo{Rid`8!Q|%_K zOtH?Q7Fk$=mQ2ay=O997JQ`Rjf!cDum#35jwpof;u8eo|s+~$~tGxqsCSe){;18+E zylJg4?yvV!E&+b_IFARC-Z$$30()ep3KZeuPs`p8vJkKB=sP;&27o-!dRtckczH|ef%hf6qFjnyN?hDvaM7KGKA$$$;inBVsk8BK$UWu0KW9N{e z7xUIwhPM8BGy7cG*Lwe`5t-3^R1yoS(Jre+wbA0$dE}+aSTDL1K<9{LAaY$2@k&Wg znTA3ucr805pqU!rsMz=aJeb^8cp*OtIguSnJXI2yC0<20cf3)B2f7fVIs}0OFdlhC zyr~c6Gx^+wD5JPxhD72}Sdh6)y&}@d-Z@JU#c++ep`M6da(5&Z z!kZ>voR-4*5+yU!&#JrBOc%#4A*`+k>MBm0Rxcln^beLpi%i>}dHk}3A~}MN@99Q- z;s0Jx(lOuF=ASx9Gy>ciC3i?a#ga8oNnR+^}fnN^vvMO~Zum+mga( zmx+S#r=}Xu@ks)3A(4!hT%=riJ1P9o;ut=q=p`+A3TfEbho1yqoE@cd{kfQ1UqTSL z;IJPkEXOP8?WK<1j>-$9daXD=T#0rF5L$Dn=xKsqFY3|+he`lCLrP*bmL_{xHppDot>YR5A*lv-^YOP-&zKyRN)`YxIHDpJx_v7`8K}Icc+=gYk?@ zddi>2_1BFHTwVZ1iMi6T6US)!v2lgvudu)kg}4wP3B|1&_MeCT_XlZzAmol1zKHVv zE0Fz`J@FtOEDn!8ko@cBN347(FFgDB>0g2cfg7mk|1|)%=l|6dnMHj+ULQCl!dvJg zxx&azWVe6DX0zuI`118HZR25b@yful%*SZH2Gop&ckaUBuH1)Vx`{z((nuitna`kh zyTFGdvFN|+_J6fv%{&Xh(!}h11#dc6k4||8Obr0D(Dt7PF?&`q-@kM3+Me%mIG>!K zcN{L0K3Hf(6_2}sr1g2Z9icpW^=7P4rN&}4Z*^+UFT;7~!kpdi;JZ4a5DNrE($@7l zjcQ5!9uQwX@7>tHJ`I79v0ePgO#9;9mi~qCT$oQKeX}qY?J_-m_|Z(0tA=2xQ?c4N zQ$Om(fdm#f4Gk{;nhyno^CT}cf9RlAvuTl1#`h}B*%6dh**TGMfulM_# zk%|lW4XsKQYoe@lX}tbsvtQ*o|IHTnYZO_a143Mi#H~P%Qg)+m$bLTb8kI^le`TC? zNYiIptF56?KZR!d{?{5dNS}iy=muxqNDlst_O|x7JhF=|y z<_KGwoQ>xm3zDfcB1(~xUXDAz&a^)u< zKqHW%=5tPE%=hv6jZ;aU(c}90T7T+}0Hym4yP&NS-EGE~u-xJ-zSKC`NC$m$B#M%Qni0`#Kv#F_KsWEJo*`zQ3@wy>C zVL7p;IgL8hgNbnBn-SY{+zF4NOcAZ#=w+)9v8M*-b59LG=7+Q0xuC>pM(v##nh+wt z>_%6RGZubhT%kj)()i6rRJF$nahg!VTUP5ecnMstFB&dakAaBHGoapZ zc%Iy3w8vIu+6*A?x5lkP*mvijT(!D}?n_LL1qw9Eku93UHf64o(pjBS$Hc97kMN_Y z)H1f35Y)J?q&iC1i_MPEejTvf5hNhsTdp&h18vIL@vwPWauEf`Fn|}F1-dX524gQ{ z>GVcckruA?;hq7^C@%5p=OA)y^FfzUV3gIJhcdYY-otzIt~hRQ51QO+{j??@|bniA6FRKq~NOw29^V^7=Gtw3ydsm(MzH zQRmBQO& zm|Wc(QIRI9tSK_&#aiuwVAT$fj;M?+LnImW#2;1rII56UJ@3Pt)4`;s#x9LN*G-Ze zhq?9uR~q@tlO|QZ%zmo}MHCNESg|+)6XOvDP=WHt>)B-pxWx*amuF^Yj0j zeqccMMWZo|2@9){OrGjjfIgywv*77VV0Wr*7w9G6KwMNwZmQ7az%0gQJ6cXLu6rK=Bz#oGu<2HCoC~(A;)^X0$`GG=)F7 zQL3pZXEHH^Q#er6xi_Ba1z2if00(Q`{mN>Y8-Ieub9;YKPTHTu4vlLzeK)pw9QW(e!81g8+Zr4(3T)!RvB5+o~UAYs;_<5KnUl-)a7K{ z@~3rJ9+aa3`>K$@J*Z9PR(JCRH{>n5+-4gxoV|DV3Ks0+5|AR zV&=&ee$f&37}$EP8P8ypHU>94h>7F-HUa@(uRkHMYQHhxqr!OZL$s((Hwr1{TT1n^ zm#L$gx88xu24B0>lGtk(BZ>Ti%my^(S7?4qTn79LCcP)G-N>Bak=X%`0glx1qIquG zQ$evlE>rW_6V~u0Lj}f3d*imRa%2is0hu_r*Qf2kV|K*U#7ipGg5g8a2P7Puu^L5! z26iNr>ZYvQEGEj%1diyb&4NdargH^j5G+j6)JDG4YIOm0tK?}Sr^?D=b`B&}{nTRP zEu*ZMNKpL#(eJAg?D5%ZW2-BoDg{hU%?C?(oOSO|PaKN#`4$URsw*E^MEDuQgjREF zM&wJO?{!1%e=}>U!c-kQ>1>B~y}3lw@h&tUjv`Yig6G7XknH$0TJ~ga`{#229E{HB zoPT3B|5C$}*YY(oU#k9tlA1Sui@?XB>iLb6oy%z|JhMOAvl{}$U$D(|8TA1&Q1yC{ z#O)k?%t~&vUaQtQq12XTyUKPw5f#+4Vjrn{N&BRHb;YdN7gpXbF{YqYGM3=EE_C<6e&gJ`@6t6TGvSHTVc8PFnf`0(I(|!A`x{W)W3RkM zy8?oZWAMtA#`>jMc4txK%VukgeLvcq-SlbNN&J2?%VDtC?2$HyNM2ZGCSF^iuj!xz zS7P8+6YN%99o^EaE_fo;42wcy72{&S#Q%~=PDQlo4e3&s^6PrP3Su>VzTlNjgWK?Q zi>Ys<1;(R&N%!$NOvArXI$v}sgDq70so2V2@LfCuO+@)M#2#RRQm z`1k)-K>ny9SOB(bejF(Mk5T|bp*;Zlqw17Y|LQ0+mpIAO|M~Bqk#N5QSSbnuW+4AR zyw!k{Vh}(XE$d(ZK9m2}A%utV;A`g{*ba=uf5-Ui1G69im|4`}#sBQJzgr05LEC5% z&<_3A7D^xl!ZsF-_rIF;^#&`GrkP&a`LCtye=sxzq4EB!S-uCL8bo<1>il!7JYEMY z#@ykb`mbiw@WBcjOc+qo!PY!;2UM~jm!lFdjM|+jRm&dm+lmjnlf(K^miiJz;+LuZ zEKmR}KHQ1Dy<6H)|Bwn8Yhim;YI-%z3$D-dD&tFRTI7Aq?dY{&u{bTTEZ6QaQ)6T1 zy{?~Q{rJ+>L->wM#ZQHc*Y$?uDR7&qeD!YVrXblzs3!)U-{_&+b(e~E$i8z>Ym|y# z2@St141^IOkvj{7(``R?9}E20}fy_1{Zo~d<|beykq?x-<2Ci4)5)xLc)3_}Tt zU@j>)WxFTB@&&E6Q}pQ7`OT#zyFGHsz-sgilZL2EaB@9)xo4<_C_9jouAnLWS7<&7 zz2<6q${KKU^zHr;;DV`A#Uw?RuTdNqENau(i%-nBTu5!26s3=}Q1n4S?X<%G6f@0Z z3j5*{q$LJW3dtmfm^#d($|Y7-X@om^*Uk!4s+fFeljj>z$|NVqi&=uq@1#nPPQRI{ zDo;^YxajbO)U2JkZrqc-PIt?etR(A+CB)nsE7IZ{-hFc`c|@CFJx{HW#oQf1nP-OS z3~G-a_ubBiUaz_dycTeJ6I{HXeNf(9wAy&dW2>Dr5e& zy>BwJ%I&)iiO%_|sUh{+zS6>J`K5{NVgdGT+mJ;XYsS}cw;Ad~cSF?e!Ivy09o<4L zbKj))L>+~kjP(7>tzWBLVysq=`V=Im>IH7$S+-lTDy6%^NiNSAC@gb)N^DXUMGxSl zUc7xpSdP*p80;};FW|7|qIJvu+PrYvtllisd7sP90BU$&FufmDGO32$T~U8P1L5T0 zv+d>AvM)r4;jkCiT;A2TOJqI^+kQ=Wa(OE`3g5_)NkwvcY>&sVebL*fti=*ppL|8_ z4u;w&;A;D4wLXUwDAcFA7j`SC( zy^XQl#4GYmz1;J&M8{ISTT~+XO(9M-E&~80hO6xLbR`e3Z!$BP&JEoo^(dSMb8S6h zVq!{Qwnr^rqkbPZ^2U5Uh{kX{C#PRlbH)>wR_inFD-z&9G3^y;#HiW%J<0bK1*&|( zT*^~E8Nn9eTFC@f4>wZDQ|_bgO3aOs)XY468*?u1p-F1u&JE))G1wHThjDsrR!o$mkzJ?DO;YcAWdaR&n*89=hwvi}x1+?j zC#i}DIV~a{hn+kTJ|8RmMi#Hd@{fn*E@x+#(@T+W2=tl~*7rswB4Z#elTNO!e4zDcHDfk&O^;(E74oOqtdcK%NEvXfBn>)61jvWz*_ zgqyNc>Hus~#wwHf{Ob_kN0#^H`O{@{AWu7x0@GZbiO7 z3EyTi^R^oYd+)m*SNQpEYD>py`DX>c9W8!1vhppJ5Zgr%>@_HGYH4pa)CLbxEC5BD z-Ux`BL%3fO{8UC*Snt*Nx|mLir+-$ElMX%jX()qlRynfNxXs~YXG%I+zVXgxb3_0x zIem-kqtXkaX2BUAUG4d7K~e@hv9#jgL}m{Rxp|(wgvpc2%V-$CMh>nK0APdRWa5t!+dPdvUKauSfQ8(P z9OxGpivH<@9gOA~~H4CxpBB=*jF28MK+g~mK@do8$JuxfjErkxozMp144Xmz93fC5M>JOJ1 z=w^i%_KG}t#W{o`izht10|gmIi(6+EzVNqxRwd56kF9p*k*WAE#{;i)Fi z)fZp-SPmos+54DJ;aM|~ERmPLWa4|ijKq8m$+yfDDMf$b79ND`nPfJ4%y239# z?a;dM)Ky7Oamw~w&#n?+Tv}MV$JKGSCaUa9^o52nuKQjXGSZRBeX8~`WOSHVZ#W6q z@GV8*ttTz?3NGYSS3kWB6k+!}2z{4Xl*n4~rNFfu(AXqBJ7k}*U(1M~vm_dDbE3R- zx?p~nqk^C-@~UO6kgZh0&-z(%N>u=C(;FwP_Y~zpM2P&b86V1@&$3nzduU%iySyD3 zri9e94CUZJ+2o0!%!({7qdRz~T1AOYmDX`kZX5BV0iF}kz~}Y0-$dHMeqtpt?}L02 zI~&S;^h!;vPiMiDnRXnxJmkxz<>EmoicogrPc9cMH{0&W@9w-EA+5u*16VqCmzk5k zq#Zh44W}t;{h80#taPO)>BW{L5?PA%?CS|1E7ZhxHGH;|8GXITrI zzqR>!Y?h;LF&{qy{d5}uF01xnDr0MnS z48SMJd?}FVQ&@V>*O6O}7D8ny09`A5q;ZF`U$yDqPeS}cat7% zB$rUdqhK z_`qoQv@EWQQ*ZT)Vfy;kB~^?Ph2*57eOfTFHo?Q zki5Aq{%G#XCqjzC6!}|C*>dx~#d?C}`h7aFhav8@%#M_0IWFaVg4u7=iZbE`RZ?0_-!L41!_*ahRoR== z&8^O8o-5q|vC>fOGRzo1kQ*A6p5Ab$A6!02LnQ9F|CEr6(71&2gMj)}TV3+&&6wb`EgH=XPP%X^E>7Wwk#cMz zXxaRA1;&X7Ed_)vNvM=(0bm%`w=2L&4b2iqyD+G>#PJ-vy}gj_MBxakTa0WX@6|QR z%Qd2t+8u8z!9MPlzC`T3!`aA5$dJ2IibGHtapUr9WQ5)lu-i_b$mo!RG--*=f2s0{yEj}W=SNr#8covnef@II z{r5J#*(tx*oq5m^V_9OzMf&6C5%x1IeHQ0)9#?P%Ep?;PGO^1$A4u4in-ae~cCP#M zLo2aJwI_uKx?hiU^_v+oy~Tblxx&uGnle<|=T>~mgk>^%Tor4^Xwr(~lBn}IWNa<@ zXu;FSk#1v(AVXZFIDEBE2ay;MhysXgJeZ7ZdHtT6(a_9*v_CPGbUvX<5VQ=_whM2w z#1eySy5Y$jt9sY)Qj;(3Wh^gw$AlH!oEN^riVaqow?vFB#E>;fK>8h{TEV5&Dke~`}wmQm-3S!0-W(nWV zj|iN29z=utQE*?_(%8|t-V>QCzG`m>x2Buon8kd^$K({n(!s*C_^zEY7Ku~-BV|tq zN^W{z#}rI&dJmHCt_6dZ7f|`ro;+4E=Fose(*DudyVfdA|EepZ!L`2T@IWyZWOAa( zBp?7D^m)CmA~`>JLmrhVblGiDSh`Iab1%gvQfkc>-0{9bNepX)%SV5bckaFtRi5xF@7R@ zr&LK6dP=2LRC@nYdN=yR>YFSr!I7(1<}zGLFjSB$%cPRqO79M%m2xq+wsRvC8n4zn zlhDO6N5;0Ft~B=QWy+TW`^<-7jV)dGQc7md{IOU?Hetta%8o=5LnyL@hv7;{UAzgs zR$Xo^fy&9RaMpdx3*JmM?1wN`hgASR;G*)7Sg%LAL3*=m7P4b}Aec<>5O(SvLBVR| z>Bq~Fx+DxaiVY?B*aq`n;6XO=sb-)*zT7>OfU09j*C*MphTA{F)$@6_<8f`S3{N9u2P$>h|9vTjDjI9M0#J&6gxT4Y0#(=UPMwvN^cA7P3&erm20A7 z#ChBOa;)lIGiJv@g^A)k575F}XP(?|txv`%p^%hO7nnCFkQB?8cLq zOc$5f{O{8*{sh|L#sK)kRa_UQ}aZoZvPv0xal$>XS;AD`UH`dstG19jAX z)CH=XIwZ^)?nX>9NMSw|i>F1qzg`o(jjae#{wCERV*k!a6>UDZu2tcSAha;{2|0Hs zEG1k*KQ^V3(mkGkY341&D3|tai1qw))UJN7f=?l_LX(I~75DZD-#$y5-TkaLZ$PAF zq&P0PmoJdrHg+1U7gjUD_{4!2QP*in9{;XDwL!WVH!puo9(~QO(n!9&x;sIpRhp6k za-@!*u)*Gs!Jjb?Tj$4pnCtk4I4#bMtFL_D)?!kznXd~u?$bNz+YgLcZ;M}rD*Y^} z$h78f8LleJdP}*FM=P7iVU~L*q`kr>2#aq&*OAZQzGOlEgTlmco27D&sO3tHY#^FL zKYsvLUz;A@kCZ+{vuixTr%=DsY2Jxi6T5*lu;lEjCZ_GHeQ68_2EFNezXtrEBoX%Z z`VaNnKz3fXyK1LEhkn_O*r}h*M=mGC-_>T*%%)3Mh!FK4q^%X0(jn+5G}RSNFM0@! zv>#EC@DO;zA7c;(6s8+%kY@?EyC$r?EsHEzA-?DF85dU4!4|h0MjVEl94+MC)^ngO zv0rC#)J4`L%;Kv$ikQU74Yzh~o4?wxhcSx9r}cTI-pyNV6bhbzf|&Tu_qHk$jrIPM zvDQkxySfxfdc%-2^kr_NTC}NS)KEL&I=# zsDgo@%4v1bve@m8d6fh`g~EPIx0~V9!FH&r(F$S+%}{&}(uzt!1JHJ(*V};zf5>R!+H7{rsaT&9>uWZB>Vo zKPCm%7(p*9mx^xrs(ujZPB%5)cHa<1D|bj{Ojs4{F_;tKSV*%Ha) z?@z~er?>piD8ebW?fN6eak$iMh+7L28!C9Wv+1~_7$n=H&c`;pD;vrto>90geo|4{ z)l6*M8ByTbl~@ZX2X$Wbj||}GZ@+5^11KQ9Zirp#VcBR0Q$EPVi>I-N2)w4s<VSkLmgsL|*R<%FUV(6e0fk4|f<60R8`Pi)H@@ zkRS4Wnv{F-_-xvZ_;?vef;u(PBh0tasBwLT34SU`!ae#5Lw{v4M@>oA_h=sBR{d1zp1-4-`{AORL> zrPWXN;Dt5@K0(t7v%?M)&Qqw3{0BSA!GgP6@DSV`g1ZOz;O_1OU%2}^MR(HQ|Ml4CT%60j_YI?11JUX{J^6u_!%hJf4}jO&=OduZKcX#}3I+RmedLf!t;VgiTULhn2ms*_5OyC}EjI@MGU58*Cn#fUfYAQG z2CFl2#c?^)LN}uc1@cAw(@u(d?sS|bF^K|C0~y?AUz9dt41loT02tx`fB~-2`SA@P z4m2*fv)0ks2Qbb6*DnCY^KR~k5fxAu3QTXgC4O@Yy+p_-x&0SkMV}1cH&bg~VXn#%t4wz^ zlu#IfKpaKZa47OEp&KhzrXqmYXnDQ6Fb#Uo>kui!Edc5K)n;$?8ujMxF3UPY=j7z% z%Me_!`qC^aDWU37YJqaGNX5^gR2D3}=2hHWiFp3y#+va8Tg13y$EgApWw6*90Ow!t z3XZA&?k_Wf%`w)XD4N#Oc$wmxOY+WjDij&#fB8hf1^j=by#tD8|9_#q4K2q~T@l~% z>1h2o-aFwxm~;7rXW%LDJ`9D{3U6ns$=hyS72>||{#0!Rzys>`bjuvzL*H}2Jd2J2 zI!or0KR!%T{mR$%@=H)f*&IrL+3(RzzrQKo6^;%U0S#}%Upm^Kz{ZB+S}znjv`J3u z!tNCK7>~FuJQ-sQ!Nz0w(h)?IijXK-_3PPWv7Oa}=XVb+}NLdu}WlY7%O31Fd zbku$^VgFtVUCfZqo_M4xf9EM4pMLvuD&Q0T+YJ%->{4vl*-Pj0#szxKRS7kcx02p~CIh?9bsF(003J5iueP{FSZefKw6pZA zGCt(gYOtGL(A32`9_#ZO)x74?|FyGYQXP5`>IKYOmTpRA7x9~H_=EZCcb$O|A5+D`aGLvfi{2Tth|#^u)y-^}Mdx<~q0d~CQy#0cct%kX-7$!L=q!U>%YNbZpiYZ6*5 zxx@>mvD=~)P8tc;MYyX!5bhfSP+m^D{!t*W*C)a@_T1bZr@y{d%$MEU`L(Bb|H*7( z6OVdJEQyuq41+urw}rPm42umrzH?j}^Yc4e6$BcMnvRWJFek!3<8|Zp0~%mJ)&Xjb zF@9pg>XwMB@t}7-ejH(UIf>MknNT6LDM`D<`7nR%3i47dHP&|6o$GJ>+8mw-y_99z zpl$&?Veci@07z?=XA`S@N<{ z(1_gHZLMv^bw&5%c|QecaoB$v-ynH^-Yw?h?yi2+vKQk#kkFaw+2mLik-;re8EtfW zIQvUJ*N)^cfm~iNNd4(3Yt z%7fKzpcNd?B)(VitMv{BU{`fquX=(UmUiE-|LhJiyLup|R4(~$;-QoOI*wAQ{Yz_0 z6rFYYtT>GP77k_H`>{6UXfnwwjZ6K_g6BA0KA%Pn1-M>0xUUTzMbqYE_41u>2#g}F zM-4ZQmfhLyuS%YhO~c7aUop17tBwbZZPl%A@9#n76K9S&%7GTA6=dc&ap-76O`uNMm7rI5U-X_`; zcMWwyfvHn=wOVa3Ff`)e^|%@PIlN)&NVxa4A);e;zxIfz))?hrT5&_Njq#juBGxJ9 zPAz3@?woDo@u@dscdWJ4wh+W?KV#v+`kihfUp7d6Kcs11{k*{&+-humfklyV;cYt+ z$mmWy8o=|8&&wl6JVpcjb?wbg%vA5j&fZ?(qv6%s{dKjn})9j%}qB*pU*; z>*^o+ts7aCgOf7eCE>8%H8ogF1fJTB=f{G+bH^Y%M}IiTGn zgs`w2&0>*Pv6Sk9GJZTx#yb?RYcW(71SNf3?ju(F>#*e9o#bnOd*PqTs*ZQ!^9_yKp zf`CRFZrz&ZAG|6p0`Nsyn!W+nvoNQGM=&0&aPxNC%G;_u@;NTz)Q{JEX>HY};x`>a zK}06$4~=O|h68~N2EBVfHWTRIpWN#G0G+h5$|m1|@EThIN4FaPCJQUEvkO0M+`{(Q^J`zK$PhLH3>eFz2P?y*LkSQM3IP&G-9{0L_8k zV1|!#Z`o{3JI95BS?;mG%CD#KfUvbI*i<$%tNXN)@ti`pk}?npXMId}RjKV`tauxR zdRF~V{{pfXXkc_*@H3^$$bWi}s938BSAvG^kXyv{|G?+d5uFh82 zi*)JLA5TTMP-McNc)iCa*Sx;VF$JL$_;!6sPsi$rh*;TD+Q2^^x1QcjjB}|%vhQ1qxN)~?KUW(P`0RmL z%*MAJZ}LgO?^IQ{iKNIw9e1pp?&@eETzN45(^2!w_*ckxuWpb4P_fNTyAJkT6Jo}z zgCH3^r)gb4RxzRoT)b!uSfw?B2)OY4dL&}Z{enH;po<@Ebm_* ztW>@feSI{os}D}+RSW_f?ORJ2mUMMIHdQ{fktE)aN@n;#G8Mp#eNj7clu2;Ia>@Y!}BaSuL5W$MY_&I9GsH}$M_DM6K=&ir#2_#wDfpj5OE2a)(K}(0YoT7XaTZ7A#>x*Z3ve1LY$uHyfTAelhwDR}?xBxo_NtfW z^I06v3>`pnZ2=K?XjSLY@1@<@hBXV-Sc$j+Pa>;m9LtN1s=^LafB+82T{&M^_$9Kz zb77`_O(}-KVN6^oGG;a0-i$?w1+eQ~UXusvbCVihW=b{GV2q<>Z>x+LoS&%HiMFEV zDNKdlzQA)l^7l@lnaolfV7jd1!-rC9AUm7^7+8Z5NU;H)JII`b@>w5IumS76X=4Sj z$uad>Nl`6*YXL;yQD)$g)l29Od}wHRlCF=`6>%ml`J-M4Ffgp&VhiBJ5GE!deW%74 zn2{Kmn=cR7wMJ4o*czam*EAmz6}iCf8TQwl=7*kZ3jWH6dK?}l)_C@>yv+b#qpM8A z)%liUv>9I5j^-4U%F3RsYU@?6&d(42!HtabAA^G_h^t4h<9uHtz-{lVsZeP7xo}08 z%TanwvuksbwW#-UsL?*9vaPDQ*@Ut->;+VSGR1Vi}auOG+3H@26nQ7-ZUw+VbzfIL?;Y&N>@WZ~s^UW!w(Lpho07q;`M*N!Sj=sd*c87*G+Z)Gxse+yi z-d9-nd%XZ;1M*?KHtOC(Mu;ov{AA^Ec1itl>3zP#ogq<=2E)G2kluV;OADQvMffha#YAamk6!(hlvY_n#bT=?tPr{V74HN`41ObB(;@BBzV)j_26Mt*{(T*A0zP$ zr~34HWBQ^=stt!6*2$o6(>Y?g%tlu{6{?i_4NH#Nj;%WQd!;>cU$%J;5mZV}7sVO< z?CMWfY#14(s+0kQt2E7KODJ@`xzvsh#-+E578mn($cj2&744)gmwt~{AAIG50txEJ z@T~Sy+Ib}~cC|~jDOLRz znSR*ygJ@xNZ=?d6{$!Hkc^=QZP)xA}SM|q91oKrZRTVk>gOca;#qadO_$lDh_a`pw z<0~qk$C81U+xcA}ZmfGA^MIGK)>~hMVP~YLGCx|_MnofFh~W*q+CEe}8yKW3%!=#4 z{&WZxJD=b`0h_jW`zf?y*l%ahZTR;ihh4m+j_nJ~QV{*ArTOmWSi8~plE zFK6un_GnIOk(xgx*F~=UqNc`uDDEy3n$be31PAov_F#D%%Q>HH2B%T%PdhVpf0w3w zk4m3toKUq#G!qe0g@#9wdZ! z)M|z*&4M4148ba3Pj9|ftE5;!&q{l(&=?f|_Sl~!T0V1gcrn23Vn*N9&Jqnhl)L7v4s(S?4 zLUdcacu8a4Z8WU=b+pNSi{8pzU0Y4*CSMyRDuzY7caxqB`Zlh|{bhoJYFr*bnf-tW z`4gWSMoo>lokJfh1n{qKR+KQ;6>zDy)0f+f1-yCtxU5?UtedZjkX*n*t~tjBRkq7! zj*LeVgo0JhZO?7DOcFbz+zLP@QLmuLbtaa~mp;{ko>dr_c z9Zn(1Yi%xnBIpBNp{LO0y5;HeUi1Wb2;{LQNblwIxf&f9?`ND7*W6g0maIiweU0|I z6LcAjL_Vn*V-9c`1|A792;v32WOOde$t`S2>#ef}ycwcD$@|4Ll0$9ts6n}#BRY%! z_>~)fce$V3z;e9%K&RHJXWL!jEi*`Y~2F}}w!}F>a4bK5tWp=2E|h+)I%e&&P= zYJd}J1J97lk_@Vh#RXFizQ@_zkY?`E#LRHNqTsMO`CitgG+B}yz=1Tr^9vsrL${ql zMWXYYsf$q9aTfo{%tKN>Zo&#OpP7o7ABuC+>sl!Ek|*URCz@)`>BHqCW*M#nB-uK#^jUQ-rnr}N+h{I`5x1!C=~*m1T9$0=srobMGE9yjmTCh%uEW&nvy~dY z8Nco?;jo`7rOeht;fp_NX>i1{$1O%Q?u#5Bs=o0$nJwz;*`xdt_wsRTwY+tEk4nuV zGu>Yb-Ma%eRW-GUR#QnWyUU`a90~gEaq7A z53CFrgVt?#KhJq^hH88_@09yll?u<+Eo8cqq|#-fSg8!<>5}m(v;~e-twD%+j8ED&cfful>lb(*HI=`U?Yff>cJpqAZ z=<66Bzoh@UhRHC?J$FJnyTJ?Rr2p!R_KF62EBMbu;tc3cUP%d3QYLEXLr zZFF`e1u3gWlQxQOZ8|^tOC9O@V^bAc9}}8sJLTsVi>mx!choIMs)$7%qX>|pK^w-t zSN)x4!L6?JsY>}GC7@ajS3jWS0V&e`g*eg)KF6q=>`=j^pNShq?k;e}HQ zz8A+}PxId#xSvA!YTZF)R_p5{N`JQx2*18q@$kN%-cfQRERa_Fi)~rI1YKXWxMc;g z{ddpejT7XIv-Hn&depypref95pHIcBrF(t<)dGQ*`0`Emd(QiRB>4X34B`)?eBX#M zP6>bcPfPf3SOHw@3-kzgvDg#+P?<&0d52;IYr>#iuwP1 z7jQ!hZgS@H3_8T|E#LNGq^Z9q#unEMF#ZqemN5E7588W8Xd)#K-@iGe1b`q9Q_8`D z=a&K5K4{E;B&=RQf4|U^@~IT2k7h`0NBWBSY#92_9R7U}2_(j+;^s6xXaAxJLrViwIo9|7Z@ubKQI0*tF+ z&Jh2P>do)9`x%%@Uy&ZTf6b(67%=XSnNQSo@LB}WPa3rfUJtIRAh1wSL|?mrpV4tE zlzzEo{REH0?pLIn-N7#d&UaILUw&#^e4osx+pGq+L)@;#ltW2O;L?4E+kr~saaTE6 zjkc+*nP`gDG|_I}IxG$ExPY}b4YKnBC`yc86L^^)U%98A#(>|%lBuaTn3X;}fV%Xu z1F)ZV#!(Hs2c`*n+cXFR@3iVQZYt7EW1dfN-in$9KF1Z(^?W-XrLubnTmxbqNUGl9 z?v+ns>_6hUCuZ?->5Mx9O8nNT>NKdXQl|U zd9%NNryVl`!wvIjnq(e7YzDs#!)s#VK0vJ5H^c!w@bzVb4SLq6xXCxq&sagFni5KV zG+ZpXj?(^Ysp*r+C@zhWM7LXbwPF83Atf4Yv$XR-<*#1t(Z$X*Zbyl$Lq7Z+2feLW zMY8}OqkdYrI&iyy0C&^cgO49`uMGNv(BTQG7m#!5ulJ06YjVzT_gYy%`bIr)NF|*U=JRlh`VJ;f z6g7e*1d24?*Q5q>0EBi@d5x1}s+t!Q9<$Lf{Za)#wXV1F%m&0a!(t99Zyj+{@9lfH zC-fRy%*K*y3N%;wOGTx>R>o_$Zq1-l0^{ZZ5YY(kMFyTzOIO49@zCTR&x}%SCb%}keo7T zTEjjvXS1a$*GwTM#y;EB&o#J2+^K8{J9vEfTAO=5A6P$P63)}A$!E{|jyh0+sCWk`tthOp@XQ#Tq$bN%F+nN2C(*t$7ynsY~^-!IB`%p zI-D0~G;Tg&??k?k&F&rSkzOPQ=!?+=LT-EKYs=9LiVBHI_S=QRrfn9hm5N0wMfl6d zpXuJ;c;0Qj0l*XyuRpw&j0t>|qcTj1Qs)&D`e2&6*&ibb5IPBlQ&?kDl64bG2mp>@ z0o11F#8z$X_Cu)px#O1%{8?S+(ueOx0b4JvOdQQrV$AnvF}$}#39Vc2gP99-C0VVO zEMS63B+(}AoFW00rNI-tUWpOxc_Yvj&P1iBd7*Z7k;l_8J=2?em$7RU#ey#sJEk~r zUVH~8Opyz~Y^Fw%t57R5l_yy$l~H@9 zs0LQ0ykF5|fT+bS8DwP{i0D1^plEECO!6sY;OP;5qS{>)2pVOpm;nK%?IwAYIF6Xq zaUVNZoHuoig@q5CR#p6%t)<$MOyBRVsX}FKuqw;#>nE>R`C8}0`Is!)kc20iN#mh7 z>;cz^+SShM>qx-?^o<$sp_hvp{QLIG_5AyU7Ir|6RL1dQ3ac5A3#CR41X)Bu-Vmx(B=?AaHt2E9V9#T5q*;z#e z^6pjSNA;0?&mYdm5QRFqzDqN$akfmCDuK6%;Ijc3_+L-At6u~(5_(C@XQ)Zb%iFLh zF88P2Y_fTG=qh~I)8Viqmd8DE%m>o88fvv4N^YyG+Viwxwm|Iz@%VGgrT3KW79U7S zpSKKQO#KiUc5{5iSzN#fu5MI7_f;Iy9uu5S)xo5fVv89GGStD1oAH`XiB3(HMZ~J< z9ap+A&JViR?{9J&z?AWH1`~He_lP>F4*NDCWR|*HHFe@``M7USMDEikz@o8={c{`J z^P9yP9xN{P4Xeo5?8M{a>N&pgFU$P6YL3~OYs-GLHYClOY<8#qD90zQg*!CR&>jjl|*4Z?{oBg znkT9?$xvaS2%4jC7&qQEG>MWi!TH!-Y&YRa&NJo`U*C2V!5?hN`aHPiN*8Z4+MXe~ z9;~}d7hqQJ+|uwte!~BDrniO+>M^%Qjs>hp3ab({aSx_D$pJ=17iR8@Z=)?doP*VL ztppJlt%{6BQg-NFU%>J4!^Gv3Uqiqe1d92i;+Z$>zq)&mqfI{?>B{n0#D+QArWl?e z^Cb&dC@GQ3N^7n-w3O&H31}?MeWX+-2XP$F7~ear!3(eDdU;CCKdD#Cc%`r_AMK}i zEqn`g#jP<{WDO$$0@gy-%_2Ch5DDXu8drwaDqE4<)6V+5kz6c9eT&k$ljAOe#*@{+*e(nPpb} zWd?VHoko9uEzT*#^ek$J5v=tZUVWYUx7w6^iOzK)(Jdooo$q}HUJ*tCCq2mhfbiM} z*G6kPWoUbnK^pUT>Oi_!Beiy&htVdxm|6-TTlJ_E;J&B>)LHwuTj)|)8fMgnH=K{6 zK1@>rj(TFa&E-wuXeOJt<0h*M)y(&;>6rEJB#VVVJieJx1*tn|XT$g=;L3SK9%&7i&n|1n zD zzFWP|kQ~HH83538+8G=GF5+sTXJiKwO>yUZyp)?;6f#N%h=6kbasX6ifI#ZOZHpY*NvB8Mqb%KA8Vxy!r%d-Qm2)ow>~UqA!v`h;cR|D%)3J_;sYS`DFPDkmsmH2@Z_9t5Jp3hiT?m6rzai zbu?5NNhEgcIVpdQtmCsauLcZ9BmtqYsfo+t;BdBu&qDcKrtHn7tIbAD4GvN}<@^M~ z$<7XDWV)cmLp4h}wc*-Mx6Cpfxov8n5FBb^TM(PXr5QSppV<&5qKY2Hm!`4WSEtFc zS(Ga8v=U34DzEXHHc&r%ddBr@E|#hy>H!RQo|!?w`^^mv&-x)!R{gL}CKq;xX}<+x zaKgBT_-NHxj)pmD>+1}cpN3pZT*o`C9C*`(dLJYl4vn}ubHk(N?up%GPLbP^vVqa> zXg-rUSxA?W+JyUgRYx&7c&xnU4h^gb&!y#~;0Y2yDa}py+Rr#!?|Ec9& z__uEgAQ>D}x$<~b%9DQZ_I(s&h-6`OrEiD8fI6@EI0JoODo3?#liO(n@4i#D$ZD3X zDqEF{V|j6rm1u9+eejlqv&fEaj;wXuw&2@~TpNBAvD;-7&K&DxCR3g#jYb9I$A)$_ zzN(^)?NXf)=2YvMwAs>M7o7Cm2Xc|k)AQecS(?j3f*Cn&d?hpKAh4R1dtXdYG$}(2 z#BkLeC>vp5q!tXx8@KQL_&|WGg~j0AAx-}t>7z(QT8@<@yh5%5M}IU&NFy#u#;AU- z{v{sh{USdo<#me&&C92*6({nxI*3X(uZoW@R`{aEHbeoMdPb!t>xqKfBtDu^2S#xI zuc(RDs}19fyvw6W7ECf+A0T4v?^)R-p&VT`>kS*4?>q4Kt}lrCB{rRw%L<@Zz@;ns z{pJD94AqRt+e!Mlsp|Lm+Y}>D_EE0zw%XZuDt76mqh}iMrl0FQd%Do%W``^Dzz&BK zD~j9v_razHn#n3DuI}4||JYz?1J^XWH1tCqt+F$n0|4^}e&R5ooh+otd z-R?W-ODhC&z21H`M`G1UigWPww5?n@``dh-ZV(BGm#6|B;tf#FUD$*sAX^;Fk0u zDcaCyDR;tgnhb+9wDc^KS?$YySUP4ij|-?gJ=~UjkJf>`-*bH38H}1Q#hZ@k<&=5~ zX!07ZJRQ%l%|&i;f*}!9qkg_r%t6bg6(&>e|JdRIKcQ7^)nZ#Lz^-Ooa&dUtZXEua zkj6(DmYZSTV_<6D4$R|RfT(PWnO`P(>!8fvT-xIS12<419j7eD;V7(CVrfj{^1>@} zslmPv!||Q}_fdRp$pgm@{P$a5LWs}~sP|tRzbn>0c!&p2^k#anYqq%ta!92IA|AZ`elp|T9NjUoG zt(J{DFCq1|iL2&VheU`b%2#5@A2%Nr%qysY2h$6_y&EZJX7vbM_&T-fgHi6FrDgOh zv>^s;pQbGE1`}RBg4?OX<+5BDUZwn? zRJS2AZQsdiTjYMZ;L^3jkGz!kMHq<5uKYbn1tb+B`pA z$ae*}+MHsOBC~xaoc*3*jX%)=d*^Qj_ZcK3jY=hQJwq@1lZb-g5p&;fl!Eyo>WIhg zYOThX)HL&+7(^xFD38qcswRHaCRVh%9lE(brbUE;G+fj2^(kzu9^5{=-$fU3M!ZI} z(OdWXto^m!Ztn~OR^_#|MXD`58K^hIn@NJROn{@it|`3uldDFllMPvbGDZm7O`{cU zI@s^l!s>Aqx2FM_Ru>spUq=s(I#E^vgb1Av1ikE?3lZxQ-?~}k-m!&UfguH-n=v=Idzh5e&kAJKxc9)@Uk8pOBf{mD+3<$WcpRPjiJ!pd z2S5ID&+zF^1qvJ>?Y1^R@?4mOjS{C4)dtF%_z3peCo`+kHaON446cjPdau4n#@bi- zvMsz{;&_RORR8Mfa6J?;o)Xb&BlNiZfewVAt9FV&ON!~>721+&T-6%hMRU#N?lt0Z zFza#H)NRkTBL(G$HYwwTC%_N-JlQpFlb$-m{*U-tN33p1MPCW>%RxlW@a3)=Qr<#Q3OTvS_QV zP{dp-#So7!&9SB!fE|KEwXL8jw}xDz;IT^w*LxJ(UCn&;7RlzyWXF*Tw~qKtA+!ST zEm2Jl^~O+Q%$vDx-qt9nu4)OA?W->U81 zEOHJ8omlOp?y<)q>^SaJvbA2>SUJ|}Iv=_Jf(Ve;>Y1^UK%Q`z>3-s&FiBszi(pD^ zyAv$5+ch5{){5|CICC7PVX$E=S)z60*a->Z}|`HZyL zL)!*f$SAQd7#U&~=<&hOKc&_re%$zD%6E|ju@%c5(5q!e@@o)(Y0zrbk;&=iYcj5tKgX5x|aL602RQsEI4B4udM|+@00!;Qx9k=K9{%pEZ)TfhOd8D z>VDVjLV-f0|69_S-^SK|%C%pmfM|xWT3e0sUxh#V=aQ^QqSU{?hY=|41`j#u7yj4R z0|uL7K$!eqpONBU-vfx%b(1kJ2IT&0U^pV6uBGqapYyNp`M($NyM*lXfAS3Yw8I^& zREw%SR!aa<-neT1gV_5+Nlc8#qppk|H#WDA*M;d5#H6GHKtIZ;<)*Fh zvgI7B7MO{wOB#ht1$5W#B$Jm2AMqKTme_slY$=RpN75#$l+E|DwvPDLJd>DBqsi_8 z2A){kPDVn8XawsHuJ?m@!%nLXqvZm#EZ|P;dVg4#3mCEjCjj7JJIHNSU;yl5{G#=7 z5q9H1tLJ^``S1AFLn;C&X8lBYXN=ixTx2<=gua(w;O=7>S3wcKdzAC>=vRJG=B+j16HJdKt z?aU1b(e*gZeaKd6z_P0EKw~rL37u%sROPU{C;&=}Tr^5PMt^RLA+SdfcXmJl8_^Uo zz4?_zp+Z9y_mi4#jC6{om3Wl4prCJwdbJ7y8Z|yZiM!C!{qebS9svJl9L!Y;o$b)! z%get*%kzUp-PHRj0APy!^}GQ%n?kLYIz=R3TX2xQ`}L80KygXshr{_MRX`fpxD1EW zp>H#Z%h`%TyD`?VFR~*wB4U*w1cNSWZlgQbupfm~*Iod;IhYVz<`{Yy#>O1OSz})K zDRMS7JR~FrzzLdjWGi)OlFnBf#e9pSlxTF=;~r1-zf+H^b7 z8^*@OHjb!Ys;bN`&2Asg>2l0xxrjx>vHQOOFc_%YlkAA01}2k{0ckVKn~O==&B;;T znCp=yN1od$rtQ1>%IsXXn*H<}R8pzPou|uYZX2-Y+3;G&GoKa6*Q!0P_If9pUF|E& z_^yX0&qkV##ZNc74X=hU&&Jz*&YocLl261+nkgmmKn)1!1ConQIMC-&__NFw7PT`O z@4C1J81s1-?NB9T|{^h)p|uJ*E_z>|z7S5mgY>zq0SG9D+jqIU*ihWAw=AjqnOJ{(ah`9D`|$S6to@Q~Qr zKIw~D)*4Ri>Z-2~RDd%Pjb|Y+q zyWmlcd};M6c&%DE0v9!VLic!FjYrd$B`Cksln5SLTblf=wX_czO6Cz|wOpVMF!(gY zQJ+r`F$a{R>&4bLRftpl72sSSf_sTgMp6~Zb+oslCQ}i&BU+BWUN3m-vW!RI@sZY; zO~;>_vG^4eEJ3Y@2i;0s-73W+;uD5VUikr!G3|ba3=Wq>(nRjCH@Qs8R89CFesO{y z5J?RRq`5}7D@(nww@H_GuFlW!lBgT)2M}F`M@xKLfEcWqr5G6&o5k6f=~6+ZQempg4x~6i5G4e+qfbyvVS(` zxIe{eWhBde8tZY^pYO}Tu{`yNjF714WU7uIfPmqkgRnoR<2*F%dfjpjJ(GiT%B9>O znLKOQP=6~qhsRZSlf-Bg&t#(DU1(j`?D_{~P;gU$3?K)z7$E_Ov%;XDG?M@>Mu6as zc0T=ewp0=$qx*=KcEh1QMX9~wPXa7QapO(DTW-mCYVjz*>Xbw}-G;|}sUWJM6%dpY zk|^+vPxiHbv{Qe3!R3eZ$u zgY?NAj2G`6(auSwHCPsby?1w1t{K03O!?IPZGdG~%K!u7J*P$Dh3A2-tJKb1>Qw(z zw%48b0;oA&bFoHwi=-djVj`!%$FWp0fwo^owAxPa1IP3$i`%NLv;2{4)7i2xleaIZ zLTe7kOH+_0BcfZ+28tn_8>fp^2Af^abH!so4`mg`xo`Kc<|+*uwJ!L2a;=u{*!y#5 zD9BNr_pr$Zl}9D+1F=#D0e5i1^5#3;y|UGD2tQz=CFjqroRuAFnEQ4bp;@5qvr!zZ z!st3A?2@t>C8G$1L%G(a!VD7THYyu87Dbql3zZ6^6{Fvv^ zXc5D>Wz)Gy)M#E)Rn>fUt@gNiy4U&T4}#PhUb~vD5=PWkX)5|?5*8oDd0n`p?VQ_} zU$OP4ShvtDUtsaru>8om_G=+g1c0mMyW*JVp!c93Chi>bt_U4}Bs}1J`5VJh zevJx?n!pnx_yG}94hv*(aPQ?JV}C+;YpP>Ao6h%xxwcLNy3r^i(V^5BYW1oG*_6lZ zJBVS6J09$OBtYy1T@!jvFsT~$V!^5L}odl&`0q$dRHyKO4ps8A;Md4JjrYJ%aHGJ9!R~?Jw(^D?P z{i(ewYp~9vjvPV5(;X-`(u(5ui2}0gWI#ClAeBT2{}J1#Sl~36eV6*pAK(c8$G2-6 zFmI=^sgeGC^czcJ_6ES7d{9dImlG!N4?yZDKiu*2H*V?gKL=(G21xk|1>#Kqg>CtW z27La12Y9}_|L?cRC-klI2aLZw!#v(3ww!$((s5NYF6T58T(8&77c_3Ojl-U(mvF+X zbPfKK`mdRhMq2&azOe`TwPnUIC0y`Yr_d;<5t8ZL91|8inQP4~X8Dvnq8>94-(=fl z7?i$vC~OG-PT=b~fi1a#b1|)^bpQ^)(Cw5)ofcgjFw($u=h^036wMJ+*s}LHenp45 zuYkM+DZFp`AC?64KqgT^6xpuKk6%j3>y%6O#)x$8L{(t2`rALNZU^4R7Ru@6UsaFD z&6Rk=J@}7%0wj7{mD>;Pkej0{Bbwbnvzh$<>d?8R+2mMfzJaNKVDkfhUrcWVUd(t~ zc$84k>z9~J^=kkTI5tx#XfSU$MY^j^^?^n*fd-K_>O4~(T&S2o&;Za_zm1Ch9@&Ni zz*se4PbHDTM}ElQu4H-|334_Tna7-(4d!2S@&-QLp-V#{+Jr z)^3ynvR8__>NWJ-1*$%MF zqherKPon!_K1(ZIU5@m0WiFdMoXipjV4TDUF=$FDbMIK~x5@XW3bRv{UXqK3uf1#e zyjYuNI20>hq*7`&!0EVvcQ!RSD$!JHNh}nIRH)-+{0EyMU5`zfuhMZQP9w+WQL^lDr6mNEiwB`Cw;VLWbRN3O*pTZ$h zoWNYh;BYx5f^W~ZW1PX);ZsG*omwG4CI={fNPPN~HI%`&YGJ$H7e&+qSz|j%iaPSN z(-n-`V`;fH5NEd^dt9Y)dejEyb=}QeiRSfm<8Yzx_yt+#bjYb*ZCr{jHB+KvuOlP#R8F$JP^z?UzRrJ$#L5oheti+>a zhf;|=gZcp$&nxH10&1v%EW?d-o(0?EVjb4bys37g)E$`u4VCDWYr_cO4n|X{%D7&q zIdATnq(}J+i6iK*@ukL} zV(XrOuP=0Oa`SdaH!7sQ|^ zO;XC@ElKI&x`KP#s{N>h-`%BQAF|LeHin5;;;*wd=lem&Fs#AYVAM^&YuJKrA|2er zNl}>$83q3mcI2xgk_f(;S?t%l;4y*bBh}v z`6%~es8kB4FyP8dg6Dk}EU%%by|;MHP^eVtJCwpDi9wraLM;P+8ujKjeOV1vSI1Fp zJdnoIIQV_EEfUa58azm1+Pw7|?GL|66M=WgW81BkeU9UXOvwc&^B<3pej5DV*1p0$ z7d-#DMst~PmQmQ*68kHg5zo4lEBld?r*J0YA$&Y-q#2S*=wwY_o><*X{QCA&zgbK+P%%SfALCptk>n z7N@Ghxl(hxbNm*?O7)9YvIaC$N<`Ok-aM5W3kJJM2O#OH^&I*{^e}V7|e^WA&}@{kd8IZ zza#xpoI(eBRn{;JUp3LFrsTZpm|$yEoj;ka$yW3KkoA^fRdoxruyhJYH;5qJ0@5YY z-Q6JF-L15wba!{RbV+x|rW-cRxA460x%Zy$dH4YvHf!w_bB;CUh|t_bRUJ3wuTNL8 ztv8E@&7ZD4SwVTZVVjDru67t+z!L&1-w$8{{9;g2DMfA@kKr2=@KSl-=#@IH;9F|D z^{ma_G|9@cidI`5f&^LuyisiCN?>x;CJE!ai%UV1CX3SP;P^3(+E#Tw&lfLQ+y|Md zkJ7pFJr>6EXYWkpp&RmwjyIl;4OjoHcj-z3dXMb|(7pJ0%L(%ubg^zndq<&uo3}?I zLq770+fGOGS$6?7wllniiB$MM$UunvUtA!Lp(rdB@LJzWmMUPdY4@}%aYj;)(K=s@|itZuk#zsLJD3go-^M=2_ zNz8cV7uI0u{=I_#y?bde09ZZr|IZ%W0Z=;Vq5(qk-#PjJYyr@iv*>;NpCl#QyH^1B zXw`}S&wu_e4rlR0j^aPR@&U%1UqcH_ZU6)u7GIw(nu=kw*d106{FDYJVSR~n0DZaG z9@{DEA5<*Z2I*3YElg5S0Bz&xmt7~RQ-MGV(1-mg%C->v%Oy;JPX2{St;M9S0M7xe zn#NGdG7QGEidI`#!zt#E#WqYZ>3BOKS#RAckVzzIM?a5&gu@v7sw}ZLmdyL!>;cxfGae!DVbfjZiDA@D z$J9Tfl-u3N>66GqG_D(Od^tfO{G4EF0aK&Sp<_tS4ab*0$84y&ll9 zvTeNE&6qiqQU}~GTA{x&FR~K%Z|BnPSyfGik-q)C}<@ox-c_s@=5tDJzKhj zX73(O<^S;b&A>oSF0h6-bv&mMlS%3aG6`EB6_1N^i*z!Z)t>mw*yQu_C3GXC^N|zs z^_}zMEy5)?(DkQIty5ZQxmqo~>JBypJZgG>0)Zm{_&%DO@cz0K6wo{Mux$FWQs-en z=RJ_Uz0xleQGSFjwnQ2*|YD#U5Yh_1QIJ;Gtz&ombUVQ?pOd; zi7(0+0q1OXOkF3nX2|{i3a?D@qWS|*x0*p@6eUpxkK54iAcgPM>X2cxKzn&l^oA35=7!-QwOF+lRIhj#*gmtLt~-LO~W}KHj)yT8)eO%?t7TI`ljEs!Lu2j*D$mvSv}N;Ms+M49u=ZY(eMlr6&_Vw$$Nc@Q@-*WGive$K$S z@ho-EjKuBK^mkQR;|HK_EpxeBi>_*gHX{d{P3hA_i}B3!a?Qo{Yy$>5N>lrEI68fWOZ?gM z&S+zEC*S+$GIsj`#u1x~rblHF)8Ft@tzKw$%SDFB@@cfkSD8+ z#^?YQ=2GL=HvTi({l&aAz|kPpPI6yE$mg!aQZ%dtq5O@j*6L>|jJI+kY~yY(CQYWz z-7|}u<#MaYqD3QmZ&-3=4x1FP{s5CeIwv}5{nv^+2DNIbdh3;}yVE$s{-{AHurr6*7Ah=NMzM$H z)Yrd){q)QEbCoE1jkyi}NVaRB^ee>Ca!mtp(woB;tUWVH)PK_vLBfgok8pf&BChEtYobUQOImfq)(7fC(T zT7`;7l@ryT8pUv|J$)%wEu&i6av5T9TB!kgm$F*q;kp{!LNO`N z;sXP<8dHbzmzwK@DCP0|h=bt~PNcl1cFb?t4`{kzf#rK?7KJ6elRVA(6X1ZfMz`eub z1tHfe_4r(@BE4FCZM!9YNr!#=&@(uWTAi%-k}7KTW%VBA1boC~XudvIT6AYiv~@H+8)S`p*S3%GyZ zxQ(}EzJy}d;k3^rqU|EU;0$mFjI^PIJ-s_#qc9A!NLr+nMA|9W zXiEKk==B}MkzNHj4w%88(!=&1Y{AI&PbOw0%Plq;j!k7{gEoDocg0$iVjz@;fyW>p zGhzpd5WYlkVadf`bHY8cODxbIJ($XmGh`UGY|0?)=YD*Qx>MASD#k#sOX?5m2kc5@ z?evgEl9~Gd$DP-SO}Z%lc4h+8Y~Wrho$^<55k_2dbz;8VvD>+bK2#Y_Gp){kR^ zm6G$^rN5O#A>pE7!E!YY@(18E3;4` z=quJtrJ$V|Z_gZS=+;#I-uAZSTgptS&O$4Z&vh9%Z)SAVC_^JM^Y-(D;?gX~?J*MW zvZ~_FZtx*NQrBwY8ge2YD`+_4{)SM(WnZDHSgTGdA!91kIKE{^dT!V}jpWZ}-$#>j zbUKaa`|O5Cf}%RhX~wP5rBlZPA4rkY?V{M-h-+%1FQ@ZOl0%8q^hnr@$}m^o-5`89 z2mk8fmE4?fOl|Hm)7L$e;D%q^-n)_9IHP9LhlJmXoSaMyB8Q%%LmsQuOHmJILY)d2 zpQb}if`57d+SHFpS&Zm^GKin34ub;J2L3))m+-!`^K5; z*?L_da4(d4(`ydGGOc|J>tIK~?pEzMJnk?tKGwU9n#fP3Z805W7NNm8oXBW}?fiYI zQXZ7oD^B4wUW<(~n8KK-hQ!=e?LNONVTLuK%X>IeYyxv_*|q`&XgQ`lo>S%B(LQU| ze`6ict_byFis=v_&bcB*xo0fplkpR=OQgB*Iedy1#F404JMF5M&fG!CU6GUVkMJ4`C zZAFS2(&Fzu2lTK+qd%rx=|Mr)co86M^3-EET9fQ%lr52kD#IV?Jj+AD9yt?iPT}@} zhYrtLbaQOYee~a|9r(j>t#lRzCiWlx@Dhh9`~uBg;`B?`DV) zpfFlGH={*B&YfjBU+X0LybSj*;#u}evLKXb1{e0330;nYYT?caSLLfinz@A+6MOger%lqM2%+oiDhA}1K z#N6T_G>SqNH5qNAnmw-+`z!*F-@$X!@f;=avydIw)_|kD)SGjtwUY zO8d2Wy!hKLXpeB-gXvPrEm-K;1b-5})i-NUGvW{jzKq zq|d69fN?;@4fDVGKqY4@Qk;2yY(QsIyssCTB!AUv#(N_c>E+>ZOVhxc+~DlM7xl>8 zTl2;rG%++|QTMdGG@=o0)E}wcM+1$+TyWd0o2JjWi#u+yJjZs`G?i&hKWO)Ecr|3w zdyoH@@OKc>bI%SAB!zh-AL@qAfdvO~!g6T5qGMo0*z)r#pEZRA- z+GeXx1K%b%dHE#AC51$u=do1&a=sl74x1PQA?Lawter5M5QN>ntIzyJOC+}e2nYv! z;F|oDUMkY#C35=Eb;k51Cn{9n0ZJ*X2W8w`yb{^5y(|Lx@sWEF87W$(v0W4Nu}hjl zwOon|wJ<&DRIX4D;?jgg_#W9>yx?<4!-K7UHMVP^dQSD2NAky6@Mq7R6f)+eAI)_o zhpEMBTv-nstg4;O+qAqRpstuw+aSLdU3M#OG2yfV7#Q%i3m=QM(~gr2y2=t_gXLnY za$iJ-33k-yY$Phjuy$wKYLq#|{xm()1xp+QX$CW&PdY5(J< z3hc$VjA1ivL{|%&C_dD+otkBp?A7%5W1ye>`6&(7v8a5{LyckCgmpw=VQP1y6HWXW zA7wdWZ>zW{R1j--fv0!Rl?s(#ww6`fY;@!22hNRve4hcfYKHDspPn5}ia4uQ7qF;J zi@5!4y`P0MvBRKxq?AcVQ>&y^p)y={IWJ>7>l}XP14&^PuOZFMhzu!$7$zXlgsfa7 z8D_N+73;+NSKFVR6U*3Zro9c2hwDS6e+B+HoaNy|TDuzSWrT6~$O%XO9EED{;Tgnb z1PLDt-7s3Og*_WHpg&ZSZM-e3q3g=^tNcYdC9zVf$7_eEf@n|RyXo17jFZv8%6~Yo z**<%%*I>P`k44kys8%j@^XZsD=H_x^6+FkWeBls=A*S1@#neb^Am>x%FG9gY(tF^M z$mOHEgPNCKWQVHvOr+w}(&AxS10TY{!LvQP@EOxo<0=w31!s?2y_^06|2I@&Y>c*H8Vx@3 zIII@TF?y3i^Kwh5<0K7hNF&<6ZKN{6)VqlXpuo}1cPa}#gN&(W>N_>{8`em)+Pa#6 z@?c_v?Um=ZMLWyyT<>2#7Db+D>#d4Gxq=%*w6Qwha;<_)%--V4=mxa)i`EiR6_+@g z#I)@Vo@Iw!)+>{jvpQl+(s+pM;{x3ehXmGUjlBrDjA}?Qjd^%SoFLL?1<+|pYuD_h z!ZMVM&dtTvf*muU`nQ){D;r}}U!A_5qJGRY5QV=fZiUF94NB*e|TlvJb;XL z06ZCo!a$JRPiR=rt9bG~4&QDHD7d!?Z4ccqUP-p`jK3T!9UVU#57nx(=&Ev6LrXsC zm@oLO`+A-Y&J`t;rKtmOQG%lHkzEA)5RN;I1z=38ZO>Ui`_Yl-ek7xh3Dfq-|bt??!@<5KzfE{ zJ12U1>A9bfh3${iIM2tsbz2G|TP{E#9S<84!}o}ynS792(*pI3L+yJ>j7;RvsPy~;d20lQ}_W8>q?NrMz3&=4)RuP z$=OdkkMP7vO?tGqgWAHuE=jdp<=k_OR zxC-mLPJ5_)wA>Bpa|>rL;Udj~W`qVC{>9!S_a~@6+~_5kYeAx)1!;^Iq6BLGOgDzL zZzpSpH$I3;w;h8jQOj>?-{E*6_}}}*bJ!UMSNiQ5%X0kU3%SqMT`2oT)i9HYN-T9& zD__kM_v2}`s=O)BR9iS%{5Y`{B6jgG8f)Zm_Lx{;9mrZKRB+Cc-AbJa7LEGoe!{qY zdUUArS6YsdP`-vQU{a&! ztf>v`;ZYgrUGFCflLJIO*Bfp+X?*r*4Ym?ju}ESLb;Rv)S`MwX0p!*-PcX)%$O#Zv z!H(ElV$;sZcynmcE&F6xPbl`8oZIF2=OSCND_=Lbe}vz7_vjAbxC^Om#!rYw6NkLw z=V&^8{d6VzZ_4rv?pSuGNmzH21=R}xN+p~V$*4X*g;f>BueZn|(OChY1C!WHvrzVK z#1oemlRvYXjLvo0`8&>jc1|if2Ql7CB4Uovibj$rS2X!>x(4cl&ofUc^5r0!auhWy z?&tviZ??}W8c4uR>bj0hYss5iaS;P-em9oes>Z)4T^New%c>ul3~H-dJCA{4So6t7 zeO_5LD&`&^!Vdu5whx-?^&H+xPuJ!tMZ_GS{fB}aPFt~NJI!JD6?Ch5RN#m$x!}QJ4DE}vZq&97Qs4e-_ zTiLn&**Xwt_SP*U>;FyMulQ}{?lDDw@E4oSBGX>$5lJj^?YPxiyW-d9Pcj$VgA@P} zhqmpZczGB;OmXnzMzg^?XL;_@*~8BGe6qv1zWzzL&HW=c36Mr&;VuXLFBA6*2y@f9 z=P3j$=ZCYn9nd9ldDX`;;FW*_TyXmEYIX-lI4>za=0}qg@{og9XGA6s8#LO9SPmX} zTV$8&eqHS?c6ma5s(UX>lv&}Swd1K)MG{XCi_fTbvyP|265cBW9&&jLlSaS(4`xluKhiXX8O zSi^&rB>h7~X*Tf(%CyNGV8)J{bc7oF84c<}r~`m7PclTlI8tcS5J}1o;HKguaFUB- z6?Il`H>eXh_k&acmSI4&r*iFQI~J{OK=R^098&xH;LS^g4n7kB@OZM*#nSI0dsT4m zG@ib$H+oWaz)Fr^0|E8)|;X%Gf+8$>- zCE~7S>DsV&ksLOOQH>`UaY-tE%-kMJYLJsD z?9E(@MNP6b?0>P|C6AxF(%W}iUoEHJRJ$`gG=io0G~bG^?I8$(oIAb&^`j9Lpt8gz z`mi~`5ceLhu^pO@DhuyA6g5_-m73R9S9O#GeE^3*It?!`ISoxL2tN+WW?%4qQ@uBl zU-erzpLNx0p(#J1?{}JvymP7mWx`;ggh0$`o=Pcg0q6CtnC57&1ds?ZtJF#rfAZqq z7A?vLe>kC6Q*3`UX&m{*scUVysy0@9@#6u(O(vN|_-j-OIU~C5c1C;oX0dLc~u}IZKb)>TQNo$`fZSIK;vTQpA9D$kAamoACsIhZVzU!y(Yt zoO7sfWm!i7I_C!fSwLWTs;oS%cn>0CROf_$*-wT`h3^Yd{l`EnZ1! z00BH^5Hem&yR}ZU5&~X<_w!ouq+ErHQ;}9tE7pqTFu)b^BR}*a(D$IY;AJ3+&j!=vBVld?V=;AOT_+)ZQHvh{kB4>+cJs zAV2HJH95 zUx~JrRl+7{>Il2aN~}r1Q$Nl*yPf1!W>&hMUhfm(MrH=dC-& zvLB-P5(^W?wzwz}63`b933mR?0vMJaTYaXspbPGGRz}oIvTzxezM+et=+$($#d-wt zHTvpG;+ku_nnOGg`z9QdUmp zu%Pm|$xWTt1(KKU4Er+rvV8?VYW)P9@cqcpS%G)x$dR+9nl@VbXehJPbPojKpUjkG zu}kc$Wy|>Fx=F=cE@zL^YuCL)AasE^2$+OOdQF#KTsf<@5B3;pJ%}aB$N_qdq+K)# zIv|@|*$hEYFFF0kby|{Kga*ECKZsj&Cz2Am_F7GqbO-sQ?CsmZ*xh+f*D|^Ca69Rm zkF|_ity)7C?#{hkvC&p=L$t6BH6R8SmG{#WE|IBU)k}*ce)9XJOg)N7@?N&DubMPa z-G-eS?b3Q?y4@W*+|5{_StkOm&rAzlWQ~GY_GcF#f#{E)*4m3D9&_$@7W+d+U7mS3 z1qq+Oas9GTDG46)37E}M&?=)Pm`*mNudh-8VKgC>@*ZxoyJM61&LDubVVu?iC*N{# z=R$VeScF8big^CFB#M6-hA?8j+#t-PpMobtb28BDd_X&G(Vz(Ih0MMLb$#1 z+BxpiTPo-vO>lCu2P^{sB=#7p6`m&T13yM%2#oqNmt))zv z(8@6kTj|3;^?9Bby)NiwC!)AlYs;-al2o^l507zA)NKO-2-5SQ*Xi9rON#@Y;~lIj z_{i<2vu?t+;3Aze|1lVi+{D-X7UZW9F1Y{3C(kT;`+FpA>|K)@~9p#Fc2C4D|La+gx$g6^pkrjGQ^Y$VP+3Cx1o}dcEY{ZD1&w-*rD_kTNdjq3Pbe#0URzkN+48YFpaxFygIPnSXw!-vQq#M zRb1}~vN?%L+Ki7K8KS5kCX9}{#AWj2Dk8~&m$(PY%wHK zSF)I{8YD5fHLG{#NcOYm)5+=3pZ5~ZdE;>}G%DS=-7-{+V~?DxSJ_82g^U;NhV)`T z%axGr#_>M<4p32fy@#R2{}b4dol^si7tsaGxIm!a@84U^=!!#km}W&NKjl>D^uz90 zacg17aF4b+G+i4nJImKL?Hnj-3(VGB@{K!!*}D;K5|9#~G|W#v=+fz0Wn7U+dAA>I zOMwh7s|#?X+HYJ}Z&oIS-SqSPW(KI8UARGP4^<6ZJ)2N2pBo+~iPx-NcINI=uvYc1 zds=x9dwn(4D();&3|C`#%a>|;f2$7XJIQX`+FvO)G@lb9H_n}83=zzJdT z2K`$f?)*F)$Bk=I*%fJp+~qG;o1YBXa)ZkIg3Um1!Wdk4e@gXcLjDrxHq?27%;Zd* zk5^t0d-Jpes>F9sVP$u;HPtlR6$YG?MBXyJi@N^H`qKpBp~L(u(g=a2As0F!g9Y$s^$ov$d^hH?^(Cw9EC-ta^tG#FX z{9AxF2HK{j>Zo!_fHP)juv)7LT2CaX8s7}u7cZI0_QCHA9nhM$@+9H^bws#9&R%r< zRC(8ky+INL&4A-4S5}x<(mDbJ{E%|`brR0R_HVrVM+Ev`p<6EXYe9p40c*^EbnpMS>@GV0HK$c^w72_zyexr2 z04+l`jSC3(|L=c9Dh<#wvH8hiLI0c68U&CPa)rzQIQ&c@ zwaN_-IVm6gk^TyuGy+ZG+eXSuu$LBtOGRKHxsl3Xi%SD{%fnKe2RC<(hmZg~Jj8oa z=s;hz0XgVaRwc8%O5imkb4Z|kFRyV}b#ExXBowM0G!!pPWO{i?!Ox!|H7ZKO`1%es zNZ?QBG0=MZ(<8LrK?;$kq51kdFw-QTnW4zbGaq2`W!(arMMlJEyckcM*FXNdEip`z zeQ4l^TnosbI63099CDVPUS5Ez6WX)i3HrC60jB+(e>E`3-l&3hqW-g$zi$)}n7tL_ z2ewMOg3d(4YimXu&5tUW<<}kH1AiOo1LPXnHns^OOd?JkE1h_X!5=@^kkBgGHGKFe zGS%1HJK1`Nw71zCMolwENB8k#FyP_;s@Y(voH&;LHeb0!Wg>!rV?00y3;sO+fjhn|q-RfAL!8 zJEy(rBpT(SuRXzS2REHw8`&bzBJU~u)n~^$!t+47u0PwKcT?ifY-m4_k@@TRTuLXi z+N6hGZiX>VWcI^N9n6$iP0efLK242Z0S1si9Bba7?*`?GTmFRqo+>d4$n4u(bhUT1 z(1D%D?>du-p`A4~Z6Ajgi`}I&jRUqdx3+@p*llJ6YM@+H$`P zbO4P_)Qt1W0wr#?9NbH;D%Fd%W+K3XRbC_!*J8e81d?`(b4~(%vf}l@3@>(+V*~+P zrnA*jajnYrg<2u`zsF_$J%sw!)_bNO4A6lB2N=F}qBchBk$L@EWVu~qHX4!6VXXZ% z56^S=*GgsP%I<*QKsk;fjhpfZJ|3Pp913ABBn*-qVD=@NdwG5!aU#UV{t8%cvL5e{ z3Z29w;XTnvNMuE$h;r7~^@`Q1$gt?-I$am+T8~dVW~vf`82#=b&2Ck771}-BX6iCC zNof>v;f)7lf}BqmrP<79GYL8E{{ScQ8;%d7LakW##ruh!;Y4-jC0U?Wmd3{gv)N;@ zF3a8NP;RyL4s$6-G*T`o6pJdb%&?#-9WW}BF)}iiPvLPnA3?`g$favzT$Zq?6w3Jl zDsU*8k)1ELAwNT@eEz))a!DcNJr&UMzoP?Jr!lpZzAX0l`MZ1(qhBGqa-7$Vn!JD zSWYsVIoIUrN=xE1cyhQlBmN^azpn26Zpy}Vog|JZAz}Efw-LH}AN+?75<#%bp~MsM ziEI!ePX0P;S0I}>1VoeBZKCcZZBOtyR{>T0_FdNa1TAAnZlr4IV}OqL4wlY`INLJM zrs}Ju`6{JiCGnhF^8U4#vk%g#pOR+F#ciD|*3S9N7ph^bR%?^Wwb~?{4yUt-d7Gy^ zPCLd!SKhArc1L;RKYge(rX5eNvxvt!3LEEBHg@c#65q8K`e$?zKtw}RZNT)UA_ESX zm=E;Tn9Y3}e|p^6^<0SjES>uPmMnh`m($_Y)Hsi*Xe6;R8PE?XBj-s>#N>N(v?zWF z8qEUS2@{QWTi*s01Bg_zZPb$%n%$t3%athPXZiR5wWYqW1`y3yrd6+`Zq0YQp7X`- ztXBeiyX|Q3pHIakmBtR^U&;T0ST zl#Yfa(q*0Sx+{o%qoOwof_cy6Lpqwyo47K3Bd4dwSNCyXoRL6N3v&9}^X@_(@NmU6 zHYpo{E2H@Dql;BaB=RH@bGe)jXlUWJK;d1$C*B#1C0)bCDYvHAtjz>+N93iQorGP_ zx>l9iwK&aJim_-p&K>Wk%~s>B-uC|PQy4_g`?fPQQ){_z&tRy(*zBZP?QBt^+rg)- zmsp?9>wb1mX#<#M&}Ygt6Y<%sb0YyOzcpPxSA8)~sRR0d?*MiPJ10r2ZZciqoJS#a zve7pkIyjmvw!O8F!2mSiz1&T0LKUqSEI#dD0lqgI7;NRgxI!C`CI>|lbMB%owW>Q5 ztF#qwwbVda3iCc5R+#mM#yftzrE~M}DB7EwSBORLnwyjT(dAA6t?SGw>}yQPL#9O( z5*#!+mc~6}$EN3txmWcpK2#TJ3J9ZT*ycTWw66ei`?7ihG?p+Rz%WY2$Sy z$ansZW4Ui2o`^HHOECa9noa%hX%#3pOMJOP+xN=ZTAWWsgqrfRHuD1(D(P9(#zU@J zlUYaRunmM02cM#L$SEP{1mKBI+EmN5B_ff;zQu*?~0O7dy0jJT_Je;%<| zzxWH}FwQ&7XcCcKf4n$ln&Bh(bbqZ}?$G!7emsbULXZ6YxTRc9ZpOh5o$B&U~9Wkzw zyH}AP$gli0fc9Y|DS5`mCc*PAt_(mfP2N(B!|;X1xZnDmcQrnMjccLWST;t~(eV>d zi%ZEFg)wi2GIzP_RAD)0q;9g_H#pon3f>vEivyx@I1CD8;-(8#58{+^5g}foQ|F3+ z0A@x@7FHgLP$!IEc;T&{A|w?*d^#1s#=amI6|Z|NlxO0<7a#zxbRahm65N(_%o(63 z*&wLs+zlbsY_3dT#t^NP+@n?Eh)rv^lmEdzej_3R>>LAH$Mkhrka(fK-chKSBu}!m z!j1V2#gT>$^o>#br|D|nSuoM4OaF_NqAh`uhnygd91~J#T?Rm90dEl*zKYQH!Xl#i zKYvPqz)oLodhDGv3?%FS7nTM3l97f+IYI*;X_6O$>J!Z41ywH`fXb-&7USQhpbBtK zu1$Fb<@)~j4V^@kq@m+Pq6~Pzfr!?El(Ve0&skZIp_QCO_WHGLh%nSOzUk()51@=RB*W9M4?7yGq@4*|018~@2+$cjlHspWz z;h#-V@gzTSL_>@7+fz?dWpZ@Ew(U^1p2w?{J8gg95Oa}6wN z{He2O*nVs|Qfn{c)smMB*%iMssMNbgCdA^lvk~bB~#*_i>(# z+3{&kBd53zUrNdo_#%4Xl%M?VbQ^}3?%G|Tp#BnafK)f+Gp~s zusC?oc*vw|hm-_@yh{YKyyr=Beq87)D%F5SfhEe5oTySNw>0bT5DL2B9z}twC-EUZ z{S?WK113Vw&ZC{<%I^E!HyIR$L$o$E)m3M4j){-&-5**T-lP@Y{Drq=MHDC&b)nOh zWfAfa(FwPw6_>ciYhaPg5=)@|~-zx8Uej}h8&qD7-RD7r(U6IUyFcA6rRi2KYWCQ|~ zV~DOZZ3XlUflGMqu)8I40yTlN+SDr)`S;?ehepJq5pc3lb$O)Kt`59^*N=)M^yLeA zZ?CpGQD+y1~{afa4{9jP+~Fh~W?s3E!)U!Xve1qQ-jaG@>O9;0MD0B0`C3 z>;zR%{)ob;q|)l}){ZBtDePO&*iO6h@J}7)&?O9GIp`XWFHu$28JHq0J@Eg$doPT= zO`6F^mBK0D{TrryN_zI5%cR6&u2cemQCHOc1-qHXhe-FWSR}P!Rd0Xx0eR62md*68F1t;~0W4-u9WdhCfN{K`93=tnTn!=M>=6l4?xB<#-;d9qjMEu(p?Tp9i z5Z^Q%d}c0qpQd+iw!J6Z0)sSBOLKsLS{mKF(48X50%xwI=3vmr3wAg|EiHbhT{^Zx z-IQw6@!jvC&t*$$8NWFViI|uT+EH^14KQ|!Is)2cEWEM(Sj!K6J$luwVgUk!p0z|~LCNy=`Y;OI4dM72!ExtT)pWao4XWGgZ*Ag8Vt zSri!l4jg`R>GV%l-HtR$O#I`2dMAq%yRP&q%9UDO-zD>SrB{1*UYF<`<4-s0YbSSu z#!|Uu{oF1uqD**r*)vgrnSRQ&M^wJV(Xh9*O3I!--MH({_G!f4= zP7gAR4{Ps3EOdC7^nZxmt2lQQrcgTQZ8{58Mi|U$3V-my4e_c+QeOJD~_x z@i^X6@$#(;(#W?KGBCgp@c~eWF}u|bYVUUu>vX-cV*0g};PAqt!^N~&^7siEt?G-& zI3H)Ux_gl$?(fKFCv=$I;bH77D)WWfpTz-0B*^W+&?Dad=&u#mA=Jb&QXXNo>U@kM zgA4u0=Z2m3*)2HKj{A#0Pkl|u78M6RU!FDdEUk1}a|!=c7>ZBL7r%Qoy2Tr#S~M$9uhP{b!9 zcTkrXBmDORLNscm9SZhbPL{&)v2T@vJ$T)AjDF_WptR zTlWu~{q9A<6pvnzf+CMdh!i8 zIk{R*_UQLLtg=@H4xpYG9;nu8lZ_hd#5l3;7^x`7)xLktWl1V z*^toCw39If-R505zznI)kw`|nY9h}-?)8npjuEkI?Q_KLE`@3x_=nYyg8WTKJeGChY`j$X+{_~X8dCWA_c!?&pq{W2GA z?Y=)&TrK8o@`rhDJ)ZIkX23y`&vH;{CerwY zB$MCjQCeSS!w!<46>Gj46CY*tsR2P-iA;+4o(XUTgs`Xwl6;RjK-ip6w_c@1zw;-v zdoA~vaU4dKK&D@JCfkhSm?XIoo9chEWcib++U(FGKkxeby^kw|b9Ypc=x-Gnz7xIR z?AF_9lWpH2S&udE3>K7aVIQ5z#0%|f{4rJJ-IiQycgde{T_M*_mxjP6N#urheipET zVH~y~JH0>gjEY8QSqO|eKDigAzZ})z$(aNKJeL)ZCud z%U+875QmJAag~xDq?l;QN}BlFx`w{iTY3*^n>}tPnP-9yQ|9YzI4ZVWcka4)&`{SG z&h_$cTQBeB*#116cD~nWwZytS7K}9=QPdhrV92^(aWZMO8+OiXMD;kQR<1Xuo%>VT z6lMmG+WIcMdd_CqM4jJI`--`gPtF;w?_wRxE0e7uQJb4Iote>-qrQrjSjB8*za~!t zTXl#N(`F>5ZLJbG3p}rsXr2HGY|PL(qxc28}70uDiySf)-QG^Q<&r zvMCIUQ|j9WXNWhni)IT5D;>|dy31#DakTX6igL^A_y`YLq+Gnm{lE>`dhLlR;ii&M zs#~9IkI4IZdn_#$1)3-euLfH^yN)(W+2{eZ;+$S+@ntl5T6G-5^!OVE2mRO&KsGo{ zAqz}(EQAn`zv|5Z-!xb_UJ?$Ik%;N+cR0JZV?-BC+j;Yf zoer_m2TTU7XvhWpOis)V!4JzCOp3>#!;(1S-?XarqR|EXyQ?+HVWy^-?27{0id=G)3*NW0>3&{5Sfo%F7$+*fBDy5X(tMJ_Zi1X5?hhAl4%_mI|^lL4rjWI`=>P zMUpsL{*2p*XN<=h$VMGG_eH-CI{*ioN_qK z5y>{j_|7L-*$ei1?pr}YRye93j6AGj>Q>K-wee*EE%6qioayHtDkm87A4L}HpJB;y zzb6_7?QevjYyPS1iH#@WbH#@npWCXyxNwH<$i{3Ukk)py2*IF-3b zYwu0^J3J7)3Y|yI_cf7kb<;NkH>E+jX4oI>;@1=e}LYqh51ZwYXB?;uCt-VFPh z!fXy^04scO7GJ9O!g))=9IWHBvp|mV>Gf(b9*#4DT`&Wkc-5vgAsbq7L*5Tjq=!=v zFyz6X?@f7Td?+kPRQ^z6K_d~vFBe^+QZ7(gNn}KeNOv~lY5+N#?Dc?J6EhQOFi&=T zt8d0PihWvll(1Ol@bKl1%L7(l`kix4U|u6~OYKIwD8E1*)54|5_Znw55UXn*SoBxl!w|t1|+uMifMoLQBpalT|=>|bs7`mmqLpr6A?v#e1b7-Wc zW9aUbZuo8VeDC|5bN>m?^MV({n%OgZ@3mK4pDR|9R1j?ZJ}KLsGO3l&-q$@wMfaj+MtW?}Hzc+u1ZifFyNW4R=bMUO|JWkj(lJzjy89es(2Sr|?Ja=}L=NSUHj znKm;DmVs=FFv}f+KfA16tvL7;iWCg$Xpdy^>eRYrvqb0QZkID>eMke8JXF!1p~p! zY(VszkU}+y5=qn1>Z}u=ZvAcM7UEJ(@^|l!#;edb`gg2pgwx6tYFO`2Zk4pJyuxk- zCOSEojF2nJpC2{0&1N&Gl+j+Ylw8_!R+~*FdakNL;O`8Alg6_58@Eh*JEex^5kI*q z+;VA0x%-jtKtDGiOd6>07vJ0_P8AWIilmWmup@kS5hs5*Pf+{5-@#T2o~Mf-6Oasz zF9DIjX|4_;-dr3O8GSvtnjcOPmrmqPX}P*cZ+ou2?^0SE4h$?m5z59!M!9XPf*dox^y&k@(~otQ3Z!>BXgx zQ{>IHa6Im@0v&1_&zU$lPwTn({)E3|_HUo}|S{YbKA4O+)bgv06N;eecpmGNhkjsOqNks4zJ`t`Pg^dLrra4ZqixkEkTj ztNZN51m7{XQGBf_RAVHWR)38Qjus*RnrKx1X>1JNeBy^-fSutaw^(&h{$;2F$Khxo zrrB8CD=))@hUf@KyY3I02GUH+%_g=b`&w(kxb@i`cHie=2B5#VLdjA(1c&b3y=2lV z1Q&u-omE4%Mw3sQgJB3is9tAQ$I^ZFeXD)Aq19l=mHgh4$?T;6f(uXZ+?R0M#b?k;{&y|`_{4LsMF_^Jg&mRw$uLA}N zm(@dWpAkqo3)|IOY@SeblS;2CT(nLOjGDGtenT zy^HZ?q^L}_3t;O!>u+wzfP7}=@to!$KF~k(+XRC1ym=BTO68HybPQ5&yM=dv0DewJ~5a`Iw-vfq3ypl6uL9X>|-<-P#ivW&dag#&CSw33>cf|GhA+cV>)-F%&q;(fh zs2U;<^>WfLSE^!*=+sZoB3}z*(3GsNELJMIMg0PM5sRvmQwIU3XN;YT97hluX*fP0 zNoC`VgB?1&Fqy7MLKU@$svDTRHS^h0oUa+G)9<{6(iXBi>_Ef#Z+QLFbJYMeK6s%5h01Z$iE$wVCh1hR#pGYiU3};;R8UmCQkI; zfBqW)@?8Lw{mT_~EZRR6zkfcu9O6yO4@T*81p2MNAR2DlRK~QK5^~e2;pzm}jd`-? z;r$WJU^3+OV6_P$)X#4Ey|5Sv>zZ&Zk}Rpj-{6a69}IDzaabpW37pm0Jw5ONohA`_ThBa^`bqefw9K~BO5Dgh`xcr0{+`$V3|_i`Gos+ zw!Ptb+DuWy{@NGUtdHtd_e)+zv?JOlf;Z~K`7QkG_cxUD69o@G#xq}jr3{xj*Wufv z&pkt9Vm&{pqYWM+2+so~G(SE^W;<4=W|d#M?h4{wHVnqW`5rvB{DKk2B`J$#nN<6W z3I02ni16@F4yc;g**ON!U#)dF+Zfn6hB?_ADF{O*!D?}EaJbrG7SKhIhsfpI^{hD}kAZow@PIK> z>|ys-s`Q2?7cS}>6e3|J-|NNCG%{W#{pL`KG$4AcWL7=_*{}+2)2^7`qP}k8GR5PC z?da48?{86sKkP8H$FGH>e(2glv%K>AZ% zkJ(>{4%}CyIFVh)xOGDCH}Vf{P47LXgwNrIPpPt=ccOjb5D<8AbCz?q)IzD=?DR?^ zG9UOWu59neP2^<8BtMI?2V!*vy)37@;j`cEj#m};n;+z(RZ^+6aj zf&+*nO~OPK;hsZ}8=pQgBlAZ(H@-C1#jey7ZVZ1yH@-ERWWS|6x3qjC(CvZjde>lu zSGop-g;Wv&VDy-G(APr#nnzu1nMB?cpz8n2y;-vPT-(^_syfu!_gW^UL7s)r^#)iGJ6k=VM zaR%wf%?ojEV~-rSNkBSfVRiwy^qad_e?D$JT%uT?a;86M7i1K$Z^lTY`3gY*2&|#t^HN4hXeHR zUh<3ZVhenb>Fp4o6!G{a|Lnyw6|V$={OHR7rDnhsLI}nz+mHy%*V#BcH)1aCRjF3~B>wjyOIBmc7*NIO}1Y3~{EOv0skgmBi z=6Vm+h(?|P5LfOQqeep@w1+W|O72W$=iLX7m871D<0s7S9@)15;MMxKf3P6XIx^1( zAIvvLa#%fRkgY{3Hv&Ql9&ieluiCMCvk`pr@d=xMT?+*oxA+>(u#!|L7x?)01-UMk z>zy9^#}3B#&pF9XDqeyB_-Xdnp3Q8vMYd6l-*BLO=?i6t=jW)1nd0aD6JSR+_PM*g zdedsB1%k$WOZzUmWaFYGue~l&(=eT)(@d;>v{(TQ&v004eTw@%(cKYnu3|}fcedDg zpu@%f^_NK~Ef1Hau?0M&l9>3V0LDm$dkM1-&6G#Us*~?(mEI{wTkYDAn^PDsdWN@H=Pem#tk$X)i}zRNaZ^{wXlYtays)tE zzu0)?UhS{7plslU{09`*k9Xg^bx#(Di@-26cZ8LHaasKX;5m?~IhrhmJR|3qvQ&Rh zJ&5ShJH6N{mux!6nYpds_6WnUET6skR((k7-d<|P^(e-AXS*T>s5{b0czzH}_C-7y z^+@GpOrY>OhG!VaFA%MG8NVTxywGHH5VwW=nH*G!1I$s}uBVYzEf!FT(!;HD-mEB2 zIja}*YgBL4mTrNfLcZkq)>w?+jiN0R8>7-v*xj4pRX@>gI}trcg6!$p5J`Lr3hQJR zV=Bw(6S?TGeQItE)CjC30O@4F;w{rTKG3CJ!BJ)D@qVMpJ)@*Ts$1mk{Q#g%SU2=s z&jSIpX>28jX2P4|Sa)y)maWMq%a+C^nd#dpqfTC|q8nwadxK(;bU*IK>(1nopJCUQ zXm20=pk}J|8Z~B%-vHOOyxl4QN1iCLZGK(#TSy|}b9jmru~9WkBBnkQ_xpm+A{1_S zYSkuG^osSm9ly935|N*gWg(rLE7t$b_}|%3M$d`+br;#nww+e&GQg#iu)gsea=-e6# zqUV&RZ8f=6JB_F1RFY0l^rP7rA|%R;CGUlyIAcHsmJ|T}Gc=Nqq~YZg^gvlwqDHod z9rmHpXi&Jjea%tZBz;nsou#{m%Q8&g)j~QUVEQFI=C9{b#uJ0EH7yQl9uErq2d3PvO&!mU9@D}=3~klT^~V5%+Le8 z23lfV5#dv`{U^ZK6Pk z%;33G;Z0C~1@7%{kp;XofdMAHnLGEmj zO-R$SqH2v4B8V6LJ0Sys6{QTep^0^Z$C}aRHnh$noVTLwvE6N*UUS{ik$;{dH6BVk z9U$mDuqP}XJ@6u!xlTv+k@WrV73Aojl6D0qLS643ST`Phx4YHxX;tWb>Yz@RJP)QURp z&1;vgwcnuGn@nco3~navNNF;Akyj_dbG-3hMYyD8oLFiw&X_G|BV}$_Dh3r6OflbG zLygQ9t6Ol_idt6owew2Ndm=R;sBh{H!p_U-Q;r*}*61x7W=<|!BOJMHg8ky)9eHfF z%k934xLHX1I1K`kzhDly3`&!G@IE`1WNpI0k%3D5q|p<{U~E*ov#yn^a4Gs0P6(ZHQYq z+Pb`!o9;E_uzv0qRwLz}mNg%4Ps=1KAmNefUL$34t3Z*|*UGc-U#JK7&qG;N$cokW zL{@2Xu+I4w68+~q1ZJ1v{OFF^F^DnY&B_+)I&vrq))$HmHN$%N$r6QN=*xQ<3QvAt zIM?5rMWVKi?r(&4lDUj=81PkGetX0jUot5A++A;fz$yrbo$^VtC!m>4Y;(EytbL(( z>MhqoDhYM*kbJA{HP$5Q>#HA@FmIqL3Dg>8RKv=&x>F}PDcgdeuzlB5fEDve14EXz<*GA(V!=s1CDPPQh*Xq7n*w#Ye)RYjq;A z@63H~#Vv6UpFv|!;?!=-gW+;9K+l;}x^3pbJk+KEZ*wB@2w+7Y$qrvZ?kExZ8+r)FU+u4hhnwN(Ji7m;y{DReh>6H0JIx(cnyW7o; zTI?N;8(*eg>=aVj2p$$9_P8|U&JUrcm{ z(g=kO(|gG92M8KbQxatSn!f=~oDzZer7k=6&$bRT${p!)8hG*?(jRM&mVR+#e!U<- zThb}K%%~fxx39ZNKTRhK9&2cPmH@7w9*765J7y=LhfQ3qz|W6gDYD>BuaaB02Byw% zEggGf%Fqv>q{gpz+XT%_?+}ps(=1oagt%a|BbY%=lK0B zlK~ zMG)=J`~HCjfER*hPc1d5p--^Ze;jWt6<8IUE+Qzx{CA6D3eZw0qq>d``=3own@{S5 zQ|c(V{{|tVW}jOA#mN2l5Ba zYeM}2^M6`6o~Z9B<-Px_@c4U9l!H$KBO>(1D3#){3Q9q0Qny-5MAS8F6fMI%w4B z8j22xdlR3)my&Vg@4g-bSZ6SN?uj7FFCTdq`Lk5>oTl`_zEtXo0j6GW!vf@0b-yCU z1;lgx0-*5>FYqTvQfK;%b*1&I;FuyTfU%O2x*je57rIOY#(*(Q;OVM2Kq${cCZJHY z11L{#tSOl3RT@zM!4wU1nST!s|1sH??Sj^ZgbJLw2PMTdW$St%I^oNmW-R`^XK9D| zK7Q#x(wlD;B9U*##&QQ1aDh0M*3s!DPZitC!~4iUuTwstWaq76nkF{eU{6T)!Dd7) z7IHW%XV5)n-5M!(?v^Xg4|sZI1IdC*PBYF2v!yp9?eIZX8u2K9?!_0-6EHdzpWue> z^PbW>90Pl~n_&3R^i2qXjXIj9M3V~^C%^X_RH3b{_jsY9-@g-@j^K%y3?>6%34S;4 z&l>V~cBuU5tkZel+ny*jx^rEl#fdqQr`_0H)tzl6PtCoXFQ~v|v_q-hM$eJVYkzDPC4ah$`D$Mc;5dFO^5ZWX=Pni)L(Jg%gijyKNnOR; zVz+@t#^n}U`c1p&ke|Pfqqg3GF1d^>2gXP_`-^Q?2klQ~{%$8)?WRN))9kfS1qFvQ zl&u&VZ>ji?y~rEfHk2Q2g}+{3-zbo`L|}Iu*rv8Ki$P#u*cK#3g_P!6b=%?STNDzj zZiv>}9a)(USuZojio7VX-Z6kmQ1EG&-4)w`Frz=SXHtOo?W^El!lJu$z?4^n(>6)d&KC4(b44hb zyI%H_+m;{EJLhA7Y@hGlQet}EDV#6NWEk|wjeI@wDw%plr4>QSwSB;;lS>^=Qut-f zGvgy3wM>@FroViSIJ=vJu9w?&9OuO4H97&_Lp$2}h#yvg{gwUUyz7gzD{M3QRwhg1 zg!(;|GKI;axShqXv!mZA#OcWS_tCCKk&gGp~_^K@MoL&W-YM}@D6;@J5r_-wU%HyI7>JW@ChJbO^db4Vf`_pIT>Ntkh*{0*-XDhcyQ3@3u?5aot_jjKbj{-mU z$S$~!hxg`Xx+je)^fFLK3l#Le>(?{b(Wbm{LF{8vN*EQdYM zgk<+t-ulJK1m1hIv*Gt1oBRGmnt{l-XW7Q-o?}tM&;GS2(p>m~1q_ciJ*a|Iqab3H zq*vN@&xus*4#3D6eECMBKx(BPgn=|RCsN=cRW_AZvaIxPkl#7STaA%!S?Zgb{wug8P@Q3KB`ik8Q~md8T| zcI?OdOG$cSq~A4wB(S12>?Q4MS2(!sTMBU+T-VgN_v@h_00WU69Z#}+Mxvpy!}$gc zIzG8)o?##+jgRoiywaniEN2%QWeU2wnd3KQI;{$He3!M>pF#~ZAo6sx2RDlyASzzKH3q_`4*22YZ<>kC^cEf->Mqv}hr45OLz?^35yXmuXzN zR&hF@3J{BWF6zSgP03z5%8!zh{YKF%2XH-ZGiYs%mZBjY8n=65kxE$+QaRDjju3xG zvGS(vg@N=JCkX9tFdvs212Y#!bgAq%`<1H1**C_Jpy0BWhlu{Tx1RvJU1e4vWNPrx z4iz#Wboi)ES~O&^fLkI`06!0LD9|Zm5+WDo1GVUO`Iu)^Rcki|qQf#-l}F>hjb0{K zi7I6&kL409W_kUt8+M8x6*Xu;8j>9j)>ycAj@A^1*Q-E-XOpw)Dca$l$ zF)+?!-JErGQ;ANNcy#4V2qd)ns@GUaHq6w>`To83ub)=h`s61-RnkZ4H4Gxs6p3~1 zs%A)pGNi7d|JiXlu`dlQ0kQu&tu#@p@j!Ywa!(KHo=9eFqR7XOiQLMSN|HUfxJ_Vq zux=JpZF8WnpUw3N{%qaj)S(3#&*CRQvOvekE969}p<=};xYOJ5xGbCR$E@M1>nJRE z?@4ycbKeDu9~qHncjDxOo&nsHAU zyeStBu)8T-927hGU2s*HwnyFSH_vutMHawPH;N5;c$ ze7G5V(>Qeh91S1tW>90Fo@;YUXL88;)wJ0qEb zN6n)eBbJ7KH(Svr^9$ecRnD#=q_%W&wq&71)wAt@`=ahR`-+zJMB?f4*@ObC$vV~E z?@#+)Y09ro0=ZYq8$YJ)Zq}2q^EK4h+(01FWu|q>`hF%+lwM}8mEa!a(fGG>v2)l2 z$9q0iwPDgp?<3S}E%FEoyf{}SHePc0K~>B7B`%kix=iDzCyU9f$;*?q3Z)Y0a-Fp1 zs+31^t43a6QP@c(D(v&QJVya+r|sPrN}ofuGRtI znFoi!y@Bt?a>^XQi;}S1&UChBP^?Eu#VAFIaUl}G(NW# zUG)QKBjdA z(<~3ev+C4#EI0E)XEwHGC-)q#RNs|Zegm0%Mp2cpUqzhOA08YerI6H?2fDBO-9_WQ zGr0>Vymj82l`L&;?>I(8PmtGr5WMmHX;Y)UR-?x}&c}_9F=Qbz&AHC%A(Zu4zojXGLM%2{H+v5A*YP`<} zjD4#1GAZ6}YV~S+p35j}8lMM+YC40+>yEAxoTYB1=-wNNi9m@pyuFTRB+SMURWlbo zFGWDy?i1qh@}m6r+kA_o2lRSt-+;$iv3PTEJFO1SsoOqIE{QdFCnj=fONN+f6v#G~ zJMub11w_uj#Ssl1FLv>m`}sOG!n}ST8&A|N3C^~ot@Bv73_+&fsImcZn5D6IkplO= z52`hR_?6%y3P69V@jmRaW|_6U2De?!LkXdi!lKB>kvGF`sS~s=R5Fd}vGV4{JCk<| zRV_cDIK}sZZ!4ED8;hY+X6|#M4-p(XKl7S~C z&nhZx?+)MSd{R4Hho6}~6K-woW29IbEi+gv;nKf<_WWHM`GM!Leyo`@~Ssf+Rzt$bgOivn7t;IG)J}MZv9m!)M*LNSAu!&3gkNMufGxE8@-F=qck?gB9 zBv8|+eUPzkx@OYohAVWbST$qwVQY$+*RbdVMC)Qk?Ud($n)T^va1aNe0f#9{MN+D$ z7YJi1t2ui_gYgB^(*t*_J;inBU~*NL^6#)yXRo2nG6|CWp99;jqp$&!3-s2qZ8!$O z>p~XmISdt{r~1{O$8GG1u45{ueS#0?93|+c?0!fI*C+M24cKk>t|QFbrw^@1{kZw( z6aS!gU!H`vU-mCz#{L_ZTSfw4v3c*;3je(I?}H5-Z5n{(`lb(Pa{n7JYr_N%Ru3zg z{m)zf0XCv4o@Tm=IXS8S1{u9cfP>k>M~nUgS^#6mUx>}%31c*<%ZSzfpY!e_B}uoH0A2InCCdN)3@dEFxJ6p!aw}|k|;BT)wMO#IRTy>KspDg z8T_Q;Xr(ZB|M+su@jhv5FUUSfW1Ve_b{otg$TDd{+`^kY4kIL1u1~Yx8$YnVV6AVB zd9l=paDk#$<;IUpK#n7Xmp_zCnC`kCFBqCL*VidLZ<&UMiJmX;FfYheX`FABcGU1z z&Fg4dW^rBu(0#gT*eNnp@OZ5Bj^a7+zm5fB%2Eo5kbNWMEu>S6G$wLQ)N5CVMWM$V z>9vD9k&}BdsXf8CU7^(9gHN3*xfkaG?KaLNo=0|I8FY_}U^(R6`MBccLR^kTv6jIkc8=S&32p3U@(Ty(!rMAqK7oX(GfDHxN#*EkRa<_Q? zvATTavpN3DgWig>={El7Q9KDfm0^~vw)&iS^>Z9nA)iNoL#i{p%nvQ09Wh^=--CG$ zDou9i%|@%K5D{Km@!V+xrt}f+O&%sI(E_wgOiT(hdy}PNLP3#=U)H-sw~o7pnddA8 zBw|pS;c0juYas9e(TqY8->gPESUUhGt)4KDZK>u*2`GbLXmI@lIRTt3z?Q=SQ7rcceCAXh3SqWQMo_;`1tnk*las@_ zN6>RQ`$SK(m{I(reiqQ75TIACtiRdX+xx_Gx$o>gOhIJweCtDP!p7RSwZ8W2sCON@ zP|{3{)HO*Md{wTI{yHvgyOu~&zI3oQq$rxZ8CmgzPI2WS50U666|ke`$@wwWBk2s; z(&w9HcN5yGrgX-N;Mvz|xSBL}5KGNayPqhisQFr7FSuIrd*GdC4S~Y-+3k9glmf?; z-oO&i6}gnjXX(wW+gqMP+xepg`|HmDNoJxs92Jun{RDaQ)0K9~HwC3Yt`?p=E;bA+ zx&q*t6Nd|R38Zrtly!4&^NW4+iNFzcihNBF5o-egYGOI%ykA8q1WwwnchRPYpX6G2 zdImEYEF&7yI3K3&x~sY%9AEup&BTC~^~7Ll_`TC890#@&3L67y3_^jjq_!(?hQsk` zm4=^s@#23ls#O)R21#gU^1?Qdu~mJ9zXolw6g1lS?1f%Ye~PtiX41(U(Bw3Rg%`E? zg@?Ud{<{rMu|;!7wC~9S2Ee>%0Waxb7Xznj;V-X;e{D%CVWknBH@I)0vGwN370TI@ zFJt9F8?+4c*GM%7@2auwQ&xEUac!xhy<+Wc)vVNza5&=)H~V6E6lNTgKN}B?Rh=W_ zB7NijN#~@3JLsQ%pbDcwR#oKQ)}j2)zVot#QA7hdirg_sT9s|^xO82ktHJ#`WOpv{ zyqqPvT%`?iv@;s5*I{G2!6b-!& zbfGtRqW3AP(jB`-7HUT; zM~%VS4Vx}VJEvg&@L~Ep{w&K8XGg)LV~Foo>Vmy?PglM&>B6Ct<$8%$SY>!m!Wx*i zSoRW37M71krn3C?DX%ejNN7|@u-WMMk1ua)?RdU|UQ4AuYXzo|XCz`FuMt?`VKKBH zubnyhE+^Vv`(Yfo)i`y6)LT8#86+B}-_V5JTN>t#o4tQ{_TKe|*RY0&WtX!^1%d>)Teng1yk`_{7cFExDQO3l5q&$&v<BD1Fwz@p=zbL;;545*m+-l7>=onSka)?WEJYW8MgG zor+vwim+EBpcP+P`94u7VqOHQ!7W{DsWjYsMlb)4LaXt4&Th^v4%+FQ|BiznGHp(` zbY`{~x?az(XhGuxAaNO8cknEFn>xH{;0OLb8#c+Dv zYt*_l$V1Kn&&9}RIo=XQJ<6-mtyd<~kAWj00#nq%)=G8Ffu0<8~Z=t4%sN znkyS{f^U_`56=+o@pWtZ5;(m*Gd_f-dj-zj=8+_DX`6XTv${5Q;2>F zUsvyjE=R{0FDMAmT5U_XL@e{SvH2gUIRI_|%Hpc6@TZ%(?SABnY_~&S)GIjZ?jQVw z-s_!MwCJEQOvvYLuyt$QT4Pudn8V0A+jbA=%lmIOg7n0@G)}ULuZ3Id$$w zkRR2v{ay6Pxv~~Ak)xL5mxjaX?|e=G3Tpp3aY$~}?OaT4dzB%Y!0m7$qE9n*!et$6eyO1gthd94X1i$T z-0!d-Jy*F@1HBjkajSkys%cB;YK&>JIz2tY7$Gbz-4)earE+h>c3)S)MmIoky|!UI z!MK~1Y4AQ>=KM;b8vVBlSR?;Mjn$~A8lrgE3kgRTr`?ei1G6^PeJ{B}SSBQ_M4^2< z9S!Z)@+qe@G$Yj@e!g#ZH(R<1^{8gLenLGB_Ecw+&H|r%zN#0_$d(kgTd>WaW%3Fh z3wduK_;LQa8%(T<;;^_5a{FyTf^^rZ?IMMFMo@Wlu0v8+crNv1TmVpbL2On$PKUV* zUoRC5LAB-D?M2!|l&=PPc;5wyp_v2G?NYnc^{#tPW_?nUY@n$qB)_|e68VFz8Z5Fy zQ%OLZrm|r|DND<2ML}-YJ*bTQwmy|&#uB-S&NqpVkA@X&H@kWTKtaG ziJ5^WjYBTg8T8R`_{Q^M8 zjbLv3dj^~RC+ zY@&OJd70wKJH0?pg;Fyy_CllcRL)JkOAYT2AWNlOJH$CBmi`*wDswC+Foeyg6SyOGFs+C-X*zvJ{{7--(O4)^Swe?%2l1WU0#?Eqt7~!~M z@5E4wOH%?s)^m~e%|J>LtR6^YT;LK0qMuYhPr@`zOcK>o0p}~jIP$HmvwA#iEGaBu z9MH&}HF+nuz29S}E+QK8JdQ4YI~F+-hE71c;knJTY6*EGDz@g@0v{XrRDkk&=?18?6N<$yDB| zSgA)<=2Ro4uY5Q5W=~@Tz*oifv*VkKXdmg#@KkwNlzB19w!VE=&H<6x znNjBPRFyZksv0kEE9b#QO5oO&|K?QC$ChZ|nbL6x`lD}_)v}1X`2F30w*b7pjaOr) zWZ1y#7twD=J8Y>-epQ4{;8jwuS7CF{&F+GISyqYB!PznZ(DWui$AkK5T|PCiuvVg6 zcI%m;yd)87Ud}hZTompSDf*y?Jsg4Yr6z(ldW`)?n2NQ$##lCD5*#AK*}k!JVNHx* zBahgr6>S~?FoacO7R_izpNQr~4}2&2f*&vfo=@cgE=HeKuMl&k=K$$kP$*t3x&NwI z!>|1t!)M@|yy6zsFtu&@bo}PEl8^Oh;4iZkQ+5@eSa?{<*0LeqWs5eO?*xo1DtZ9= ztg?e@a*hj}2=W4TJ+jn^5xWUq&gxo;#UDvG@90>gm_hC`ySb)ZgKDFG!6}F5Y>f=I zTvKKfzztU%WiiF3(3wx1IGH|Fn~WVm*&~^+X3-lj5VBM@f^0P@)K>w$@M#5RcM!p1 zItGx!UvSzY-5)j3M2qgV#kc}DDvT*e@}yPP)W#wuhv2N^qt^{9=RyKQK;l6$3?LA z-i+DGQ3ju+>?WR#d0Qq?RkT63?21}zy5wE`3OJBL1n95$a8eXXFw7SMK3I*)f+S7{ z4p=hD-SBbo;jS==4rJcSjT*1_uiGbwQp=dPkj0*}4Q!4y4>V7FLnc@K$@9e5y^k|a zV>%NTV5KjFx{h+(q`o40Mz)243@lF-1;O)QdN37I-h<_GywX3i&zRv1miL6ySchfsaJ3JR2$%?{bnFL7bv>(YMsj@c#KkFgZTN5bw8x7kKiRG*C?PI z-dni0s%-=qi*TjKvO@4*jPI?5YHCxAi^fz{>gh(*M3-w@ZW-^D6J{u7YqCsS&v?9; zLmD18lG&~BRqSDET)W#~NFcLvb{f7ZvIqdISLpOUV@s1Zoz1V&H!s*PQl($z`PBy-oXuR8+Ycv*|fZ{zdE@O?8oEJ!r_kGnueW~Z0$qC|*UdVgXuBdK$@Ex@rY z$hdr6>5uC_PLB0wa5|@NuPT(74)GUjL_waB(#Kz>h$KD$4U#ZG*_%&On1>y7R!%Yx zg)Crw^8DDPh^|aAnWE~@0tXPMD5x^;rk}&X`k`7xz$CN-djxJLh$5l&1Iwl!Z&~EQ zm0FD&pfB&oN7X=ll{v499ssi^h+_mTwg1X4-)>P;B_FJ1_QY+T-x!goy{`&|`o}q{ zdZ*@gEuT_C@P&n{*8EW8O$JiAPwjSIpmrHb*Gn)|Ee~&3o+&@X+H0ggzAq@<2NSuC zak!*gt?+}PjCyZz)4y+e@7ZuMbwa{lPV*JNqZ&!f*Z^P+MFKEP`fHnuROog6)3cB< zG%MEAo?ra6Tqon!HEjje3gW*cU@!~0S7qdP{)+zT-d~WL+WVYA^=pMURQT8Wg8sXl zj11&DK9>p(rHVUT1aE=?=haE}SuCR62arbVx!lQeuVNX9JV$Wp@v*gshw%Q|sz^6}VND8C=l?PQJz8MEnLziA zk0LxF%f3{g+wKhSRg?%_`&Wr__&GhN%db|wIsHZY%4LeY@}+}PXavtYXB8v0igoE& zkV}qdsxH0Vyf8J-%7;*3kGGgKvoxE?Nk&rYP$Jg@8peBjprH#*xbp$aizg`7f!=pn zKZJ$Yt*zu+tzL`SRkV4nQq1i%`USe zA8cqJNF9ne}4eEvT0n`NtaYBnF@vhZl%VZ0J=xWhd0= zAXrcj9&ayuP~GAq>u6zuYk2bYJr{R}q~~SdYtJ4$q$beORz-B~c(OoR#c%yLUnm&X zw-Z#c0D8DFyGFQA2@R}ABT?B-LmS##&ERr1;nz!EWh}39;?R3ANq`K?8NDQvrP_c2 zi_F;i-4yW6>TyiI$#+01RG+E#AU5z;S^Np5J}sw+M(-3%`5#3ZLNu_zG-T3KhoZ{ zbgjDqD{4DgV0twsk$z6flk(pa>-XJ3XDfSSnSNb^T+5wLh9lI4Pm8W57_ndPvZSM? zJA8MnUjRCecggQx)-UtxkgM!vJ@LPHVr+s130JL&%bXtKn8F7HhSq1(9}t<`oj?Dv z?Zn&%y#|O|K9B@K3~M0V$$FJAA-8T;-|4O1)ZvtfN&-&kmoz$F?(~PBSOmV>64}EB z?T472l0`Efou9AOfqxsJZkC3gvqR)cB7v!kTvhMl2y-lktCf?hOq_`OqiHblbwxjzr~6k7Ua*Zk1^CEo+_5t{)wFJ73r5FqX%smXa6s~_8^mNFf8fNlMy z%6(G3C-51!fb-KR(@PPL!#n;9*29}2eZ8(@rmCM2era&{dcB(^-+q$m+Yu^y)g9y- z0?@MmC`5fQMB7Tjh(Zs8$NU_e{8ZUL{AQJs{cxewqUNiX^iHSl#!6enr(Gnj-*6Ix z)Tt4D3vnvIHOsN<#E`7-VAs%j@p}~3JD3Xk{O>%g({y}MhNR0xh7fL!O+9>QktTP# zR*G7#ZCqr$>78iW!b<+Q>c(D3ifpmKLhz9+>D%F}og$|6DJbn+%-URYewb^6{z`DR zd2DgyKrEwB@xy#(i4#EN(5)-Q-e5JIocb7(+SoA8nO1`dR-@x|LJJ0`uqAOvRLTA5 z5rF7kO503gQ4NDF07E!=jkT0hhoCGPOTW9)Sn_pqX#W0g zl>^@o>E(iVzi@x9#;B>Q?{ElT*g%spSJ;|m!o-qBD==LMF2-9CdkN7C#Jamr*fj` z4a3MZRKi3T74Quxv$XkoFA^-SDki7(n^axUv8Wjs2S`?lM}-~H!%3#?92M&Nr!ZJi`McIOs($Iv` z&ALtsNjh8EjWAL^?dH=C)7K5Oe}5)%`cv(v1vMAgiy7c~Z@gUX2oNP8nm}P5^S4{G z@=pDY(z`-9oCH@}*cH0&@W<41l4h|Zf>VjaPx)cm2p^WY89nlwJo5!x9t-)Jn6uuB zq~5{a(7UZ zcRq&`^6(XyY)EM$JLol>g541GaFkzig;*i<3adFlc0SzTowFk|-u{3bW;BwyNdptfJXVz!l6#L`cH)WfVZp4&1-oAA;ID^V;M)E!rYei<+X=RzJS4~hX^!X~Gm-s(+mCtc-B-f~iUh4=@ z ze%&&Oaq_YtfWpcscUfaCrcrnFqxq3+71o0^fgyd5AZyXc6WF`nH(0&uTKZTZQa5x- zkEnlBf~fTWsyfqfHjqD#m%7)vWr?MZOB{6sbylk(&Zf>F zZt4zIR~##JwQi*%y0I#aNJ5pOHm*uHZFl$o-+AW6y!buy%)FR+X1+7u-v?*zA>>i% z!AT})uXvwuY3T1%lVx*UolE~Sfx8!6Ec=&50ah z$=TMxD+xk;PP%N45=p`sq4S5d(lm|53?@moqWa<wM3pKQiI4Xv;hC#;9Wt$n4=$ zjEzGFTx!l;@v-+9_K0h zxG&>NK}PS%m)`6JDf@~jWjz7NO-JE(Gbk?b2hFbn%&oP5e9PS+?o#Oe;KY*9kl` zUF*s3Q>k#-r6smS*b<#vjq;Wi9d*EEEpi=og_z=f4ersyyHEE_P zc=R+t2XqnTRfRRw7VExY2ie3M?BAk3gz>lu8D-tKp1I!*op;-bdPH-)rzDb;yJ~cx zCO!RZd8VyJ&M@gmj0m6^cc3|j5%`<(oU!KAju68A)8uwlU}$DB z=vAxMK!}%B4xZwy@st3{ayyGR;#uPm>eG#nC>ak{3mV!3lXUnN zGdH2?hbir0JzK@BK4^7s*Ib|}gM^u7LW+gHc*3+ZN?Zecb(fcU%ikd(1Q`+(<=Zkl zkf`PkkgO_rpBLej3zVlftEqAHO)2kmq6@Okv{e{ZNymmRO*-_~2gopmw;9qu0Zglx zKARFrZ@a_k*v+`M3bU)Tc&z`o7J@6v9{QMx>N&UT7z(?@{0lmPf~=Y3+An)RUn_i0^QnQVa1? z8d2%!FVZI5age^{ponqP;2O(AIsMK2VhTz97kipsQQwf}l&O2o2Mb%OEU%W2eKOcz zt|`<{?95j|ot&zuVa`^0*R39}4Un6gBT=FjIr4Sb`1pA9&AuHqy?#2v2W^W%`E({$ zt-`_v-^Qq)JbZ-q1QH6Ko<-( zWQTSZf}v$*FP9>MfNMVUqMNA??M0B}{XgkV*dKbtJgv!R^mH1Qn6{Aq#3!}7tcpdt zbj_zXwxkLP#*c1kJ#;SeAj9w*p~skbtZ#wu3iCQbSxMZ6ryS(X@4<1l7U_H%7}ZSS z+FE^k8G*Q3kglrKuW&xpD#SI)LDjf8HO-ee5|5_)f&s!>vqP&7j?FFiQKaZkU!#Mx zWF)h7ucU0V>|7}uR}$N=5Y!x!Dx$p>WN34Fd0iu)1S(Qjq}B5Q!)86tQp6Pt{U{|; zWp_Ka${9V5OtruU7OfMN>5P9=4nq9yZZY}!#NzJnA{r?`7Z6%#Hp5R6C*;VqUR}*4 zbv%yAe-RHJC%$g#@>pifwqqeY$}8)y>A`RBcHfYT+4lI24ZyX!bLIt)ai>x`Pt(~u+dAHV95F*xQPSHTm0_f8*lUb>5Zz3@B z8~+_pt8e*4+Xa%z@h@JQ=hr{IqUb%Ywi0J0#FPkPw|YH@;hPpL*Z{!7E~hdJRjthW zs8UZLD|v(D{02g@=Jpyt?gX4!F$vvnZ0?E3#W~@xKfGZrLQm1ob-#B5RLw*=)OA-$ z4RWrHz?aI(o1Am`=#EZ>Fh35kVzPk*5M!PK>CCRz&zyQA4Eekj`vd^wVri&MV_w>Ge{OZZ*mFJa`=o*d zCpQG=ya)5MjEe+!x@p|ViwC;OV5>hTF6v5fU~Z4v!$Uxe3`9UtFV-8)C%j9keX z=6Ft0Qc!Q<88r$=+NiV5YxLtvMmw3`oFZO_qSM{1v02~I?r=%&&=^_XQ~bx`R4zY2 zPh`;p733AJnSvet8oW@JK5@5f@@)JUf=T5APU@Q>0hl?AgM?;f=TE(*8Gj?f1hfYe zziUqwnZf9r}9`cJ*DVmvrVDG_Hv{tK6%bpJZ^v~>CZu*wbz?wsQ~YshBD xgN^>};#(t*?+9myc8~w?|0pz0yN@FHSuFE$ZSA593vq~3EKIF0HC}Lk_!k^5{vH4T literal 132706 zcmZ_01yo(j5-kb@cM0z9?jGFT2~Kbg?k>UI-Q6uf@BqQx-Q9g-Z|B^5a?bnreHe_j zc6V1-Yt^jTy$Ms4mq38Ufdv5pL6DLZRR#h1APM{vfrbR8q!0;Wfq=kPT8M}!N{NUN zDLUAhT3DNafJlZVr9i2wEMbI9bQ}@q1?!2}O@9WV&I?`7C=DWuRTPE?M`>r_N<_!w~J(qx@D{x?|82GTh!xGCKPCqT}vf`{3N}?6iGC;9%Wxfe_>u zjjTV>hhzw%gdEby%bUW1eoDo!j378vANYvC=qYGFe?o$T1N%1i)U^`&86^FFVXVaJ z_4(p`Zg(-$8UsWTt9R(sTAiYIF!m~&9C;ta&+^l@$A}~N%xY+D0I~(L;T2oS`1P}e ze6}H*4+SMnFPtF)$R!ztN-8YK5LTFqqgI(De!O6>x)(=Gj6FfGZCaX^br3Hyhqwbc zw8BCO`FoN4@rEUZj3rB28EUrfNaR+B`%(b>e)zj1?^}zB>9_rTCSk}h+S`~A#`l=W?rvI@>KrpiB4FZflL@f7a(2kW;KWek zo9rKbvTtqx()Yxy&x}?F%w!My_60BG&)u09IejG)3!~8qw*&ib&!Y#TGS?8?+3~I5 z*oN_5@*z27*;%;Mt(;Kq+y@s338#iQtVGt)LRipX9Nmaq#2UWH@qI%hX?j5#$p*o( zDZ^uV({Tv{c`T1~5fG}lw75_p#S>?zR#)faqwYb8mp9DS>>&4M$dBFv$@#FKD6e0N zCME_WW#TZhLF}8qk)!U94@}Nr!e7(Jg2H}6HwWc6fFF$;$Mb``1Q8$t2@0S>MoI?3 z*bI;*0w3w2sU`RrfLaT23Zj+^dHMli6PXKaxd+A`QU^q%8{|98`3Gh!2*w_+M-U2P z=w6{O-@wX*mt#S{KrVe^`-O1rACL=8MIarZOe{bape}@)hgynP9$=X#eyCB3#`8fp z05Y$Al8FtnBe=7hDixfzJH3|J8fM0T2M=1JCt^$04LcJFvpZu;`a7ZkbW4xfCheu1 zCVW>Ar6LGC<4C*w=D^ccAPGX`4iw!l5Wa>O?s}^lfiCn;W{rk35znXGs=ukz6jr5>z zyKEtD%kPBP7kpQ6qyE9M4tWuw(0y}-dx`!?@k0HA{D$olPb9-c#DyjdW8DiYjBO~G z7hxa8B%Mk&j1u*&`X`kU&R71r_(fqp1+PzDl;q?^w0mUe4E+h(lxoz@n#cLGwX8Q08&DNeCsN@lA8KG} zBx*FOL@JG{RI2lpQK<`4W79AvvLp^CMpLaR1M(}&WHt7wFsWOpkf?oCl{Bstw@N=& zG?uTbKIKcR-6_dwtd%cU0~8UeOv^EFsP2mYvhe)7O*IGt1S^(pIt=`DevrGwapf+RqSbandEGinL`1 zr8_)0Ja0TCS=w1XSyH;BYvyYRZB=bZci%kNIzD!sdGLGe0G0tgfQs9Uy9;b&cymad zz%0lPNJ4}tcw+=k>}Fg6PGx2ztUX+ITz)1B+;&_>)@s&H!vOZYw8D&2W^ATlxih)e z;<@65Q3F;e*6byMh8~Di2zj_ixMPe}4$8EdF~_ltu~7O%x&S&3&Bo6^nrB;NYga9o zte)0}*J=7JyXL&D+)qGG5axB~?QCRiG&$xtIIV}8JDaU+c&#@U)0V!T-Y>7!l`KN7 z*wtUuz3*=x5;>WF#d4f=m33G>bIU0H1XqwW&A?-r$(J?HlVuM$J>AUQ@%s6sfa#dx zltPhm02hVffN`$RwOxKP>{R89-mbJ3zv|mCPUGIGFaxa3XV?Z&0<2m|y>AC9mc`1Sej*JMm9$`kUHz>X~bfvc%`*i){^wvsORr#Y*$UiMtkw|a< zhxK6nSHs*|0o-A|%(b`zKj=b%xVl5ADf{Zrw$A4zd(0y-`$KzIHvsk2YAWq3x(&|v zl%&I?$|U{@C-o|Q_8;k;Z7v9n6z*~p+8s?0RuT(ORaTk`Iys$h$B-2Wd${X%k!y=; zxmvZ=2D?yQgz0caaKXVXoUPX7PbjaX7lUskEBU%&8xc$WDKeGPG}4{P_0o**UtU%A z6jU-)I37~C6VKKH)_OM_tSX-8LmXPKU#{b9dRCU3Ra!9Ze7lT~qGixs(Ajyzc*S`8 zlZ2A++izWMmhPIuKRY)pH?%po44mh$5kAyDz@ObMt|%91sVLvaOTp&=pST?@=k z8Lca?l+S8AVBull`&?N~*R(`~6C80%^DaA#ZZ4khB<}RvD6WJzU%A+}e<$rUu4T<_ zC>bd_d9=gm!sp6!%m);157n#uRDmcdmOseJKE!b9;z{r@Ei|*3cy0Jr z`O**9i8+2h?Wv&e)Zw-re^WF*(l~OafmhvlxAcJDW$An8)+OS*!ait)|3UtPZXg_# z0zxZNR_nRv?Buil^Q6TN_j=R6mjlp*r8R zo9aXR&_$II)YXvT#a8EFT+BsGt+<}Rkk7Sq<0kc!ML+AAS=5A0b`I7JKCWBcVgI2_ z&&ZHQuL6yPuT0VwZoIf>cX%c#YS5vl#ee{5;r@!0c;wpGDt8y7deDq3ls>^;D=AxAb#J? z)ioxt*q-$bLb`powa)mBzd4j$KpJS@2a|T1;*(hMgTxAXVQm-ifmmD7VmsoviPtD( zY^i~yGJoTna$79yLVW2nZFIK4ABNI(2Q#m;h8sIxL z2pA|T$OqsXDDW2~)B*(juXhj-3g8onc;iDrpny+Q;GbeH*x$JyBy&Ifc^COzP)J2Y zN(%T?F?KL9v2`@JbFvjk^92C`dBS;QQ}nMiQdGia1&ElW58*5{cM3m=JL=FflNZ2*45%5%D>E zG38Mf75}d|@Do3Yxs#JU4p&Pxe zBk6xC`MVxb6GvkQ3wtLEJ6odP^%@%4IXm%_ko;Ek=jT7|G;y=|N0Y7Nf4c?jAmi^G zMrH;k#{ZX?lZEO3kJ#^=|A_t7um7my`&}82qJ^7@wU(%b4RBO}O%vc^W#{`#&Hv>5 z)6oA&syUiCh}hWx1)T)`nU? zp#U=<%%??*abTfd6MU|4Ic;rvNM;8_JOl#r2}DX%NYxGWR2RbS z;}9wX+xPbNl`TBHbBtSiSN_#CcHrmsc1OJPbL7=54PQIcG;32APU0={JQ{tM%Dao~ z>}rN1qL|ejUrHp8hw~4?Flf^4i3LPN(BQ)0m)R20cml}tvgKsZ&|m?6z*OL)dx8}C z_8=klBRHtgCuC&se?Oq{prHdlaxE)a68}r$KZ2cpeoT^`Ao*nfo8|uj)G!uIf>)aU z-FK2kWDhoezam<%Om2S6do>v#DS zh>fUwh9$5&ic2SvPWxeschg5HTm$TdGEYM^wP>HtoRZRR9ci5$3cC;EiqT1?3 zEl(T7j=zh>pra|B$s|yukdb~vZl&ohPAn3V+eMqW#rG}x-8Gy+r%hUj+dlp$43)(E z=tsKL%LtDjyQ}X+_9y#t(y3H&G_h~1?}>`iB>x)VPn(~*6}SRUIBloyGFqtlSm_mV z_)D5_o2MeVBhZbnU!OU7T;EXnU3|+^DVY=>kqGFpSQYdw0Hp%M!h!tV@Bl@>Gnof;<=2YwG#v9u@;rDcbYV(i|{`W*) zB0)cffy1D~5i;N<(W|M>eO)U)bGn>l_PBrH7K=pITa!uWB5qA?=F{MOG&?x|5U%vp zZiEdWHRf@~MJ+jC)T25|z>xQq{i#e!pM!42F@1$rQYIVLJ5N*;foUpE8+nIASu&nk z@^L6$5q%tLSGydm^?Q)&!8IxLBPDn@p8xgUhyspdBBL*;^I6U?wF%0<7Bo>U(IzD- z*=Kv<5a_(wGaVfrYeM%n0q1+Z{%HJ}VZ1Hk+4X#}sBP-ZB?vMlWEG*_FEK=41AUU#@kBGTDC_Nv1KPDXOO+q73L}6#g`U zM=Vo17q)wd>Cd?Iugz^2<(I=OY2SRgfA*Qj_bS}TBmCpb2-;+s3Pr(cYkip~N^htN zDn)5;hx^UE3YP??M$Jay=avg)H~F0yc#9#992~V_l~P5FA+_(dhH4JX#-aty^tdx; zysqdf&Zip*AK5Lx45v_*6rAq15?zj<_*rJf{$G2vyGE#c0;}+HtB*G3s}iY1@mc#l z^*%W|s~8S&LHHYl7M29TY*U8}zYeK{6VR96q5K%{Va-A@nMe<_`Np@xa@0q@&1Pd0 zdx>{M+y#EMLk;sWQy3Zs>_Fl>c1xY6Y?c4_{%CJwePwh zwR$C1qr(}6$wh(M2l%0)k%h|l?+of(gb)ZgiN)jEl2C|*1retqo+J1CY(H(lI=mnB zB95y_$z-(!G^*Ef6>)xhaEU{Rv4~v4qf%*7>V38uHl6`-K zOlUNFV7M|kfYOwS|J%O)Hecq@k7?jiBOvk^G*_KstV?5@);=^zv_%BEZC**(DHYmG zH2v8J*R{jC6~)d;pD)K&?k6>xHNr9IVUwuhb9zGzq2L8_`%eL%Nio%%PUec}FNPBR z5%IX?pOFYmpb!{TQ|I2NJ!kHvWK^O9{Pal-D5Rtlnc|%F$+|}Mr!oFDESs((M88NM z4l27%^IR_k6jPa!I|3R#-)nYS>^9~)B^L*OF+y8<5(@Yb+1QbF{Suk}2<`<3x=3t+ z+fO35Vs)___y9yC5$)a=KND*I-N_e3=*Q2HN3J0H$5hZSf@xRUn8Bz-Hd$3;gk-ODFfM&S}Xnnb}x?KBsvuXvAN)3Yna4>(|mfr>m z5q$i{Hf{z3goR&umpOe1iYAB_XK@=yxM$r_U&LMja^-r zn~mF>&Lc1w>#|3}{uTwgCV}6sNuW4BADHHb<}VRLIMaB<3UA!u{hT}ym0|FB>iWIa z=m{2Zy+>OlpQNnjdUrf`8^>=C`|sWWeP8^>CQTVEur~?NqR@o$!I^ySu>79)t1^{k zGsQDAW)qTd2jn0dpMG>a-%pKa@g7a}g=PnQ0&{$M>>5?|%Ad#)tgwedB2d0pfQH5` zEs%(w1|Z-b0@Y@3TVmF}_B6<4a8xvQH!e*NsgxW}_sbmLXK>n?k0e()1wVL*tW(No zZpxJlu88L~9E_JATx{UVOc;1Jn%9ZF)@n7FCX#(6@wfvZq&OF(G&bV8UaS{Ytu)W% ziG&{QjifBwoS?X8JzfZ^rBrCt;4J&Cwf0$9uZf3pM=jLof8MdA>_)v??%w-u{|3ft zuiq$fe0bPe((UjEK0LC5znCTv`>IP(M+1lQQ6GH!XP8JU8hNqY=jO@BtDQ29n(X;r z0dGKLF>~NYGD+lel@i1#+zYLE@M7b|%PnaDxG7lBSQ##d`KPru7p1FayA>hbHs^wP za_PytlZC_Wq7fRM^w~1=@yayS8X*x=)$t0?$1=4FNQBdk4G-`AQ|#l(JT%=)1D{JG zoyFSOGDnH>&+X0ZItAi#(4&j>{SjPakhg%b&*e%TIA<%aezqH}a#f$33K7p%wE6<` zDzqvP`y){T5eXK}I%)*Dy&j?0emJY_X;hk{w0S>sL}49?M`(>z8wJAxa&J?M?9X_d z3OhV~3-?f2$eQdHlG8bC@_QNd>jHq_tzfuVY&@0uLlicDcv{U*ny7nx-l=SU&!)kT z%))NR6K;u)O^ZG~kmX-zOu;Fn3qB4dO#OsGqY{ISh)V1@(8lBby_Wu3sBh??aYRoG z$#D)aU|ld^2G%?-)-_letvCBdSHNAK z7HhFm$St<{@T^6nK@W))SElu9W0=ukw4C?zZN4lv>+};GW|`a2G@ZAH_$%PP7--kZ zE^qef730x#{Ddl$8k&uwft88!x49OO1jA0PxL%~jorqMZSE+w(B%Cc0DiHt3 zhLAtsj$j=em(8*=wSceny%1(+aGI(GWp^7jeA)HTASv4UbWw|00(~UK4AK$u?szFM zUm`|6u0T}%iOZuJY$)dM&A%Cgf(#QcXp2XkPITE$6icVYQm#{mO0QR+C|=taGF7nl zv4G9DN4THM`EW9NZjP^_OUQ`Dah?t$ZsiwBVj4E8;&3AM(FC8n#rlgo_`V2fX~~#r z7)qfMaJS_t7wIM)uLE0Grdk$HgQYrAtISv z!$!q!I~yBNdcBKN5Qu(Du14=zUi@wxN?pw&~wK_L~-#hxjl4uLn! z4Oq-3H;2<=nJ;m*Yja!57uPHhcMdl82ZPWw(jXLqiA?V}pox9?gInJ4ey`UX$oOsG zdW8c!TWQWy996BTEuwS0 zJtJWirsi5LRDV8;M8<}POC?nd-^B=p;)=;3B0vmRu3N@GJW41zcH1Atb{qWtj|5qE%b#rW1?7kXvhb)oQgQ z_kOtz+x{6X*6Og|C@`;jlH70uIaYmido*+G-fXQ^H5$hbmP51}EQ2{$h1wr+M5r~P z;9dwyQ6aZ-ug;gk__?}Qr`17iD}~ya!dbUL-NtgE`or0J!=U9LxYrqfizx-=9}g=i z{t1iBca=+-O=#0qn8>tJb5v(mP5GP82S}!ZMr~%x24ZTr%iQcY znG_nKBpS6ZM=DHx-vJpoGeMrq++@T=OrMB8Ln7Ss;IuZ7$tVzu1kLJ~-+0^|GY6sv zA=b;G;E~d487b9NoaFf&kb`abWuY9xuv%%=o0bT&n5n&gfJ9J#*!pht>=N;OK}nYd zCIm1R1-c(&)2Vu5yPw}sq5>v?PGHs>Gi5TnHWGs$Cy81&9u||KFgpg9H~o75HDbN4 zA#`u_aIRV_ZI2o4=ok#@AkxJg7%6+ zQ>Dbb%mxEP-{L9d%5D1~?o+1<+?6k$`?P=_<8WXs102cOBY-DE90rYIR$eX!2KA@e zN>OiP@Z2%rp72wO7S0D=sux@o)mJt%)UwU>6_M+rVDH;Ylpc0KZ+}GDmm$nqMHJCRCd0(D*)`7xXqu?z!Zn$0)Fzlyy1vNmfhd`qgK;IASgZNUqOi&k zXfKRf9Q&6Yk=F|x7>Up|BR%on@3=JCPqZ+ZUYm-H2*F~!x@wGyTH)Gw zFkI?F&@1_?2#NJnJ(#Xv)$ut}T)KF=;S!guk|Kq$E^q13glvGgd1gvCr@v1DB2T#q7L>HOWvN(v6U zg>+yDd{I`ri*mpt%+cwSqf_?7K6R`h;aHl@*X_+2?S(3pjATar>K}`HLm4qMqY9J? z+4+@>f|F@-~6*|PzAh>;Ej&}JH|_mVgui^~C>Y-2blGz(-B}u)L46c!cQ`THYT>%R3wwxwl|#4!eP;xdJ9bVWqipwU2>Z(>5QYaQH(=B%-Ag z+>pq=v$@``mNGaf{OP$JG`Rcj+p1C2D7ojuc_5(ssYO`Y{r4hyK<@S=;C67^keSRW z1fOfcoXAm8O&)&?=0`0L^Nz~}933ypw)(nimL{_lVTNC=4bj|(=1 zB#Hss=M@Q}W0k?}bon)(10_#;UnQN_E_?ZQey%Aphed)ahjbqX}y29emT=J9|`iLwnFZYeEo658Lp9gGXO z+hI2msQP~!fcF@`2pKA#s|)6LeMRcLztIB`bgX1-A=)3O_s7x`ZTbVLwQ2M}+wC7- z?(!4R2^_)xQ}izi?>ESE`yD_yLHtwn4;#h@3~r>_0{&6^MOYnLkqGdE0!BMh8viQ#x5n<@q+cQJzl#2?anrw>(J)r8(@QD`2;QkDH@bWk zJnzr%lz28ey?5Ml5N_VD_u#hlCI24{5j2kNMg{`ZZ0TeMIpBUS`0;eDa)-ly)ZG&( zApANsQ!-m;OzH7-oYb;2k-?cmqgrW>Rikn+KHIK9*k>lriA2aPT%+H`;jw%2&}_4E zeqtdV@IS+65bc-4BpLgQ&3ZPq`C?HBf5kO73U_|ySdDh5$yzI&(~iLV&6;kEnX&lY zeS4oHJe$vb`vAh@?S&hGkh^!{CJz38CTkN4tj9MKu)g#H0e5(Rw$kXeqznw`)7iIZ z)ZQpwPL6g4V{SKlM1Wi*VlX_m@VjJ|pxa}tFgPdUJ`mX*o~^Xd_{0(k{rLGXgwVk9 zo0S{^bj!pWJf5$$PdG-0Yozo1tKKBKt~r<21W;IsS;wD6Gk2HY3HVKPvOAKx4> z&Q@7z&?piK+H7=Yg~VV<)vnPf)qiA-Cbk$mR%>({LQUtk!XTH8jXhuMk~mvwQh9Q( zh)4YwVfWuzlSR37hJ-nGjwP6@RO(|>;nQq&KtEe;8lf@aala;OvRTMRC6|@#4@WPE zBV9{nwl^FwU>7r^o=vX$d~`TvJkJJ&ge|?*Cy^_M%Skgdlg@5szS-^1=Do~jh4ngg z!dYW6d&msm2EH`&CTx*pGh1_p#Hl3lSY1rLaq#m!OA-gYO@7A zO~;Ji-(J~lPqCyEC=g`4SIeZEEE_FuOldwB!z17d1f*3OG#b8okaL3-EEZ@eXt%jB zqciBF2Gp`y9M&4@bRp32bERSNy5Nna3PdTF$jiklhB?B}&N}>?YW{6H9$~=*o!Y#} zTM5Iwp5M*}gL|;CvRO{Mg;aV*5~EZ|fxHiX!>btKe$yIzySDJ*EQmK=MrItxFzbET( zs$kype)tQ*7su%)8MAaAXW+z52LpLyP5Rmodm|YO6p4E*PNkE#-%b!>yh`;8B~hxj z41B>ukW83J_;Q#G`3~5VEa%GQh7u?X^g29V6Q%Q%1paZC|J{C%StyriFv`E-!Ps)s z?co$D<6;0aNPje1hJ22|+0oMz+<{gvS}4%%3fq4N!NnsD$0mggHV8!o#)(Bhz@YtZ zHCtLu#v=YTv(>Cd*7S;0JhC)3e=LJTxz(Y1wnbmCA=fGV1UK{qKd?y3fDFiI8Y4X4 zooKW<9o6^td(7;UX-yZhSsyA2>%{>n+AuWArJz`uzfJp}W1&ZE@RuN=fMd-c->*uA z`otTZS2+5q_`ldW(W+M#)>rQ>R;)PgT|ZCe_0cgemyikZE|PQ2&gzULD{+V^wtW6> z9=D8z@r*c@$~>d3AgQv+f(H-A_tW3t0h~8Ghq%x}ouUwzLKcghJYa!;7F3yTQLKjm z+S0+mfTUJ8QM|==jfBh9uMiG?2j~(?oywGHtcT*sEznmqbbmNWxff?J&nS2G2E&#e zDy4!34D!tCCX^Z?QSZVixPRRlD1t`mwbB|=`X4vr1q!OKQ74kNS?xJLiXHCXV_FwW z7L16Nu1uyNBm#+~JRJj!-YUZ0{Xjn?Lh;A~wqEHKviZujb$MKsEv+C@4gKKk-KTCESKW57$S?W(P^m4P^`m_7ivoQ@294e(l+I)9g3vOb+-CK3#8B}r~N-bl`3>~ zf=i)V7kJ#C8jj&QAJ4QP>9)J*O8xM-J+y6-vRr6Jh;ni)7?4Xx_NG)DRI(+l;?Tlo zH7#tkn5JQLv4>_hy`|D_wr+J;-R#}_6a#*5LJy=WgYA zLV38xXF<;(GH`i_+vk_V8Lz?Wdg3f*5+-~P3D{=C-1^Ylt?q8lA-yyrX5q9(?-Zgr z_nZBw5*FEP7O}EPxi9U+K@zV~(0ie@_6-Nkd)?VGIa(y>17!RKe7o61xe_23?z_J_ zpF0m{QXK!ijKEmHd`N`qA;_#3Ynxm6bTgPGpufa$_c}7^c8=i@>w22ho0xV}Ezt(r zxE0o*4BK6_+Hh~)A-)U$kJH|KhJHbX9D0a2dshjfY`;C4etHj(hWP{7{#M%^4n$Mx zR9+9@8Lj`OT>k@4K6MLsEBsi5po1=K{2vuW&_G`SDdq7SJiR!8*Iq1?DCEe!Z~fT4 zO>=a59@o{U#??6^mGcZbfW}mW88`Byj_yL^-=W9cETzny>WACmfAdkppOm;K zgdT?nE&~m!m zq2GC*hw>3yZ#M3$+j*}a+#-yi1_qgh*sKR!Ymvay#(dxR*9jcGbyC`o{@0>dg`bux zm8pfgeMuGDP1&_OojL&*^Hl{jrH#G z_x9VIGpLmEgBoqu2KFf+MIM_hkVq^N!X|Hn>nGLOzNuJ&wSGg~w9$ zFT`>6X^+F-45wr(N8o|$M1VOASVQp?lsB7Qd6WW~5BrzHFi-8cV z>=t+iJzp}xw?JqZyMWJ-p^oUy$Lgg-P+GcJ-U5o*7}^mAeJPR+?RhhAqhKjx`jjV2 zDCnbTneyv%0iW-FKKv0qfrx+CJ-nqgpn0ly$2>9mt@UknZ7u73&3CiR_h^N1kMlSK zr?}Z$LI(FZwzPu2!}r~P{c7Fa9Pa1b`^gHFWqJ7+S0z0$-ZG>+7YRMS*)!d&qRlh$ zrD*Hj?eU$J0!>BqaYcV{;zH?Z_s`~8hUJx z?$^%>zg9514kq*u14|u_pJ948ez?mtH3{U-Q(oeoRm9E9clQ8KKchvftBc${KVqVT z+kmj(rV#MGFuRob5eS;Prx~7>*5F3*io5gT@G2s`^7?J(%X-Y27v^<10_s2?2$vf( zI>*f!f1KPO_Vhs&$FPrDKZBB(Pn#WH{A700M4+2EC!o__=wWso`L>gpKd% zX(vY3>3Y`U13;R6dG8tnc1<(e`rR z!)zJrY{@%OI2tWQtDw8^)6HJd{uoY0nA9_(E;_6K>sD_Nj9kH5i2G7I!Xr9eY)o>E zWLftWw&pBk7@Z!9~Q?=uG zWA?j}H@$_k*V8qGTA6yNcod#6cB@^$q}}nnooE!!dAjN4;s}yD3>N<}w6Ku?#r9y@-7j^x^9-6~2xW+|WNxJ42ej;52|{P0E=i zv;DRCmKc2k!E(}&>XlTZnpCWimdhl%xb6*AHa0yN|QKi`&%URS+=f_pf z2boJ)5NcMCuuI;}BQH0-*I*Ify<}d&a&iD;$b97aFRZ zAo0`E-RSU@sQTQZVbN$i;~#MS2->@Uu~^%o(_fw#KIpH>Y&>oJFvw>9N&oI;dXIMY zyOfLrE^|=*mnV@mTmc8RU<5Sr4$7J0iNdIt_27eG64?+>my7aazk48`&2o3P7C0Cm z$EOETgm9w1Y-5-7eQ@ILgtOFe2cywq#}amLJAc}8wU(etvsIiKm=G@?=|byqt&L+lpi+-6Ee{Q(WI60TmfHo z8Z66}KcGb_HQ_izZv;W!olt#b%BI(94ltd_w8Y09zPdrgZ!fQFRm-?9#}ECg57puG zn#|*RHU#&%C;75!b@jYuF!|)sq#6iL*SM>&Z1Fogmyl&K8m>?FuN!&y2fG2WYBGs z?Rk8@4Bq(aMS8P8Ry9DjBCyoCCdlUXlS;eJ3ndr^Ut8@%1YFb8=MJ|X>+qh49Dje{ zJtp`nDraPHFlw+E0{(rNdwWwllIi^Z5px!W_~Ar`GKweCHSrs8HoPkBPE9%O1-nJj zzR>ompsND8Df8t*Vs`V{NSb6u38{E8b=m>Nv{W7oK70X(SsbJaSALJX0?W}`)pAX} zHNu~0S5I^nmb1ClZJl3VDaJCH)6zg?Eiv4~vE|!!39(rWtI`&@(D_bd&M%O@l-XBXZP5M&#>)~)INBYLQbiWo4MUeXM%Jxl{l?NRgp+2;*3M~cZo=3A*pBWx0z^`FR~@oYW@5^Oj3v4XrN4t zu>iF)y$qN0Rk8jwY|tzL?~ra}th=$?p1`TXFk@=@Q%y^w^)?$Q8kJ(Q{%G_OQfKAq z=@<8#$?K$wD)?zb)9-?;B9I})_IY5l^tfJ&%Xk1IGJhxuy1ZV?r&CVFdYL@5|F&7 z4Y7-7X8Xvp6o3r~J=w=zGzr<|e3k;Z0cPDcHuZgI>`zA4HJ!D2D-EuM^qHIq`Jz$z z7>G=9(K$o{=!SHe#47?tF~;*|_#HW{X7YKc33SPkEQV^k=%SY ztLbQ{m(Jn`yq&ejyU=T~X+VhJPGoXxG+hOKEhv@m7*HK=YBXX(?oRt*&D`m+(`KkI zA;^U58hM?~ZB^Y@M`{*bxmqGPnZ|nXm?fn^nHmR;PQ!L)n#m4nLC8xuG;)!Yy*&^n zm+<8MQ`C3$Fb;V2#RSD><1J8{Wu{I9x9K~0NVU|=ylS4XmL8R4g@Q11b1b5v5Ewii z^cgIRXG~^~3i;-hlMhT@;eU0(r1HJtoVvufG<5JZll=*ew=$wV%dnHr79T}&}S z>}K+gr!YH;$4rDEnIe59ie2HKOMMERuh;{Y$Yx>WT=kmC=bf(i!)plb$FD};cj7xj zc1u;grDwz32qZQNk1|A8ieV1OARPwP`N;O542@TP>$fegKd&q0i(00 zN(+xq!?bxo!oW041}n+5E%mjOTc*ZNMXA+G;bpA#nNcwxa0(yVuX);~|ikT9b3e~PgdsA<;i3oJ+ z%2d)!V9%q4Z^+K?ZE6UxY1OK8v7!b?B?Hu}v?Qucq^XNF*ER`DUH!QO0A$A>R(JYi zMy6{h%Mk}-aulb>&~yejdjhG;(8(M*?bg)cS%z)J#b7a&-Th(SSvBNMr!Pu#qXE|I zUDuaE@84h}9xh`9S?YIL;8?|>_|Nh4z1%ybt4`-Iy^BS!e)o!`8{sH_ER)^_Q3dNnF6ciBvIm= z$aZR=T5nyq{}o)&71Ry^7NNurc`t7U23fD?1HNK}zvig$JKcz}VyR-Do7YlI;m4!r z!Xl&;lcRa$4_^061?Vv}{2wWd1=buru=&LfVv`(7d zeg>yC#1Q(zmjF+=k8o2EZc}HzVKD~?aN#OZDp~TR%LR+!(?_zyQ-D26R_!KzDJ2jJ zm@ZdiJ#l=6$z&m_kEmnbQvpi@qG31`}b( zfz{77ntS{#`{Yplkx@^FQA&gbEDY^OlD~gPA6hMVWwWU$pfl`Xawqf)^eD+!!T#Nc zl?6tQc^PCZ+Sv}RB$SDIvyt*`L9_M@rcwK&6OcQl zLI_AqOI=p82@|!7{X{w`)Z^)*4{2pt$8fv7G+O$d+Uh^?@0PqOJy?CVzmPKrBo^A| z1(ati>e6Wv39^Ell}Rkf19sAyp?_Ik3Bw7L(G535gbWl{xz$OmF|`l`MN z&=&KH_1DD2H2g@kNyJNP!_yEzp@LLQ9jjaV9$N2?CuSrjKO1bAYvNoXepHIK+nG6I zmDxo0)#7bbmy+N*|E(EQv>PW|z0JdPrD-^XU$>}W=b?X@x-uq^ z4uYPA{=|X;JQf`uy(iZ+xknTtFQ=%Wk;~#pu$(O|S2eWW>03YKuW(TPq6WtVA}FG$ zqo^5&{wD!ASop4=uMS*kV-gUzoZJMJUR0#YbSg3WdQx6-7G?A<=c%X25g z0$@D*no+ZnElu{!#^ML)3%*SlJEV29ahMm6`7kAkJej8+mY6>EDs zKH~H@Tuu(-ulk18i4+u}ihE!;!02BwpaV|T>4!)(fDT||sb{m%7mvEgd;8^c!xK$+v%BIB*v@R5vm-iQbuknYe%Y*yA)HeLxwoP-E2+ep z4aNlJLq|qRM<-%CUBlPGQtR<({MrpXK5H@?qcAbydFXHXm*W+)HG~2l=2We0!xtK> zHw@Y1$wO0aN7g*hP%A2u*;_aQaiJk#7z8ysodepq?y?EJ50D(WnxX;W&PCySvVD-V zP|+#kV3uQrt3bXF*&L;Nu+eE~n=Ogb*OEQT3N}VzGRq}|MuSFy={i&{6vc2GRZx!) zX9Dsy9RcdT%a8t>Ynk~}ue7e+(DYuoR8RPIG5w0BN#*yo!b_B(v4KExsso^+HzwVH3h4M%Ay4b8S3LBC?(gI?&0?$84YtF`k+}_ zsM(-uf|1NU-SW(=1L=cMizuWkf+id%L1=T>qv1E&@lZ5U_YFE$U$hq_Gd}k3i7B}M z8S2KL@-#oTLc=jTcz+pQha!}Opm#873v}M<6(i)*nx`Rj%B}3`jK19<4C^*?EdDbP z9GZ}hQ2Wr%ZNrhJtl&e4srZsw-FQ6$dk8WGqtG@`6khBV72Tbm3P>elX2cnMF9>w` zo4lFN6;c-c`{r$URTWErbu;0MPg8MPALY(NP*8BJdwg9z^^*KN>2jDrsgR}oiu@JrX7}u4MW?Wlzrc_5Ih2j% z9<>n#-t;>yv*YrjJp8)l^Kp4&#b`5yoU#?I@8=im9ee$;W8hG%2VrkWVP&p2^$QDUQM^I8f~g;<6liM!!21Gd5lJ>%LXuF#}r4Tu5CF$(jtcuzNmVneeyo z%f((f?f%|sdB?+tf>2Fi;cSV`%GVs*?E;C~zTSCA|qt;9Uv2((8%8x+M z^FyYVJD?#1c)C4(i`|d}RfNj76>9m7lt#Of3EyDnJf8dqi;Cvb`j8857Ed#~>_8H^ zA~4D_5U*wSTsRg9)ErhRmxbt`{iIu=mQ?3bR8LF}e>t3|~8>Ntb6pq`_F zL57Q_sW~J9j`V`v>Mo3urxEv?{ZlB?D%`Q_I&fXc43G{9zJ8wMzsD*Ein$u=N} zELzZQ1>x(MxFF^!tu3=Ju4p=+E4(Hih)8C4))5O>|1zk32aMtBP3cP577Wl7(;5X` z&XznN&B@T?OGuajtOZ=iKuf4=OJ+*#djf_ThUX>qJfjP=ydyBEMJL?IJr0>T_W(S2 ztZtW)sk9pM=p9rm&Sz_$e&q}0617lt8qJ9g;CTuw>#bTj&c)TuM*&X|f$BdBE7A*H zFXpxAA-khbARlRUP3*hox)l4a5eLF+Vx29*)YR(S_$0rN1>Y~O@ZcZ zaOoL{JZGSNF4${Q?BTbwew^Mp(;=n;7iNylx*K5@KJWFxNZ-BQI|_gZ`hphgA}}BkhKqQVWTJM!fPr%chk!T&NiMxLVxJ=lYFVai>*=bZt zwAD7Z=t#2M9B1yF;Mv@^^yy+~ulqXJNX~SW`Hv?=Slz(O8YS?Wulc!)W)QUfn*J|Z0kaT1 z=bGFuA>wUON``j~?O9=F7?AgfskuhvbIF@!2)3=vOOpxMotpk)cvy%lsANj1w@bx9 zlySIBCm7W906(#%dwSaHc*^6MnkP-%YyL%D|BO4j`-J!10`d-E7Cla!)eF7|ZRM@A zso8ETQm)^ESh2V_C+Og2JD(j()1!XzK4pfFzMKXKc;f8Co7n7Krt}`s%Moksc=iGF z%`u2{_~CJ<-NCzF7OLgR+q=5%c#9re6_xLL?J&DAHqA2pY&L-Cc{iKw-V)X11}IQi zUW5PO-6p{8%0}TqDOVVLkyS<0tc7FGpi*GUug&J$Tqa$mwd!ZDPbLYPmsA)D^dSb} zAQV{Q2~IQ6>s|(Fn;s@qKhh#$&rd_4{PTK2T{mXnbv&QR?0(j9ru9j;prmcVQB1(Q zHav?Tt*o<-AZ?xUH^>d5%$wfLl^7#2dUF*xcF3hpIi9TxB_kV6fq6!|rHl@T4ppB8 zEwo!$ZQ*Z~20Pv#%6gBblI|K_0RNN1;z`4||HIZf$LG;~UB9v2SZ!l9wv#rtZQH(L zw6TpgYHVALZQIrr&bn5VrGfI_sVJ<*6w9B(YDgB#rHZ@Ch)}6a3Jv0I3skb-o5`@-oul(#0c*L zy>3hV{n#_B0*iRpcXElR_0I=^UH1M$1__^F<|$iyIVd~%0O9X`8DV*9->DU z#EC}a$gWgw_lhBWJvO|*3-9ddGLs8H zkTN$=KL}P-ZJrE#csCmYYPU$B1(!zJAKxAG*;y zre>1}pFu~42n^T#7O0ZN~MRBtkqIUA#vzW+4>KPgRYj#m)-R zg4`yJL!3`5bE)!6?dkYLH<+v|0k6pxHJdoT+y?w1p^b*Ok09Rum3=q+t14^=kOIYqO1+=> zZUZ8j>f0Ix*FSImV6l89J2#AbEXm&>qCF|@c(zTAHk7V*MD`a`q8c6nPcED@>Zh5pJ zs=iv(TfW{UHuP+* zv?vc;$L`!4O_oRuI(3QrV`*|?jvao_a>o6#3JLyB*roAEtulHw7TM`SsQ-TvZa5UW zgz)GQ>VCtIYL47{vdgy)Fu4}+gbvA9=YB7;KDg6U=+Cz}yj09Q#|G1X`w_d#;ROFT z23Ng+*XovQIGLaBY-PafiBZ2O<}7uJjM^v|-YSq4nAxsxSkO`IIt8QQMpMz~r6DjV z7cGKM*F)Z3SpTF)x}HphRp@k99AmLdePl@GG3v2V+W^eBta%P$oPT`2qn!)p!||n2 zt9%j!NRuSDv*i;6L58VHKF0`B!LPDJf}zU|7vF$(_s>X5<@7R`P&JnE1>-rX9tDRcEqHOqeyFhxjal;^c5mW$7-<0!zU|0@r zLfp!)M5{3Q36!WeCf6tSHpR3ABT5o4*H^FiBIx|SCuIs2@OzYDOm+N8OoszLnv24u zkSglI-(z+e6q*XKexO5`rZSHX39L4|d` zXNdKN4ogl+#r78@Y{7FofM8paA3J`Fkd!(UgWvJAsazQ= zl(2z@q36^UCjoVj84DcR9|Is_{T?c{Y9Os@o6q*wV>#r6|D6S3OJC0<{r>vwu2P^y zoX+E!$qs5G?b^ywW1x0F&s_IXue%2=oVU-Sy&m3Bfjdy}S97KvH(-{$Q!Z_;XYt#@ zv^-k8FGy4?pE%j=RP_Jyg7%33m!^CH?q?B?3TqSBjYBx&Wl=rn0({Dzupc=w9Dk-nCyrs1S~r3P~8u&-FWlWAnkg%B{mXkbQ~G# z4zgbtqqD!F)GKdG_W6K0Hv4?N#d_aX)BE9-@$q7F>oIGN=O{2R8!+};<6))2{F=OAf#`vcY7l3X~9&9L(|9-qyl>G;okot>Np-pPVr zl@zftD!H{sPE}<>d&4cYoWB4NQt&H79+43qS_Yb_8sH`gz^;D6Q0}@|LJ{C&g3Ao5^BP z>3cY7RVnypr`{=(w#j9AQ-f>mba{##G-OLvTY2OK(o2)JmvwULtvMZ*=PcG*qFjD( z!e()J@)bzL>6BA)TCA=rKbheg_si#_fBkH^)YJTtT}x%T!x;B<1i3&g`q=w=*OGw4 zN+@bRD~DkwP-!$3g2K8{tXTAI&8EW(N&t>ol#02V`XHOOjNRv6^4)YM@bE zj;^sGcQ`Er3;3(kmjQtZxIa*pHHDluoY;!@34q6$$Kev)5_$TZ|C!pTPr~KlQc<-Z zaGuaW9RW%O=J;p!z>eOzH29u8EE|e~jZ|slROm-jd_xeZK5*t{!#&?~c zZt>Zfqd(GoVbE%eq`V>TlsSqIr#YUg6_f^tm;S_-a!PX?=ub~w9nIvI2Q$kUeR^DM z_C_14S~7XSlBe{pS_`&bQc|fEQ=JnWkk6E*L&1<+8S%m0)5#OsFoSt@T^@L`1|wl zm~&?o%;1F%!^8-)OTtJ57b?~iB53m-`G;c#7+59HQm2T&B^1i2V!23sxnosEHY15o zK;ol$?U6yot1nXgLKn&nsBnd&ae24S`=f>ZO>VZ@rI^G#KEa=2;GB2Y+`pGD;F?w8 zGG>;4^>%zuW49)WB4S=V*YJ0zvA8r~v)tAQ$Ku7w;&BbtYCID%9ZuZ!5;K*7Re~_P z&EP1O|N8ZJ6LJ6Lc9J?xf?8;hPE1@coMK5LO%huj>WYlre?-p0z)}6CVBEi63fCr* zDqii+s0Oh7sYYzoG{-!8r$@X7=!_j>zr;|EF>yjFZq}W9Lp7FhxWMPELL=knQ|nEF z?(2|J$>cw^Vnx1a03KguG5Jx9^Ngs!c>~d$44e*i6f0L_dW5aX4CM}!c;rmR-gl(G zG?l4}FPviZUW>Gnq*R820tosdw|vax0#Y=!jixA=Vv81GLe&y^;2|N912$jc`VhaU zo&I|BUu$JX2y&tFZYZmZr{Mlnrnh!5H@{6E#S~$z;#!1B#O0A1PcA0|1ez#g@!Irz zM$hz;V?Y}h9Hn?_}J8%Pl&i{92a0r zGpOZPwS3EBxd}rjm7g5v_omjKrw`}uac%Q(q#=?fA;L%<06n8QwS;_h4!$f_E~pc8 zF6;oLb)`}0FNPu*QE6qZ?!HC5npij8LtouuF&KSyl4to8HAu~OtjgH34dfNZ8?-w* z-*Q>a$7z$OWq3%dXa9(SJGt9mOTMKF?GMJu%DOo8>Ve#tZcbWnJi&sIO89l^zS!NnaA*2)X@^X|MN83}o%Re=N!<&i%s&22^KsfA94~Fe zP`z#Q+f#eJ2F%7TPotj6qx|MFB^n8^2`GR=Ayx|oP8ngj$}u7RhqcmY*95nF@Hl@h`&MDMjW=RVdqdKZ~|-tx>6b zemxv0)93L@F>rUf+NM~pcIK3R6i{$!z;^l8dVgAQORo#z3>{8L#eq$u6YF+b#g#nt ztWIKf7*k}9*Z3)IY<#B=;tmI{r$@M>4d>?xFj6lT9jG|=dl*zaZqB>a1?<8|wA73i zXUkD4p>yU_e(lc{MbHm_B(_AX93hY&bDEv5@yzj|h{2ALQOo%PqMo|N6@bjSpP*s0(e@p?KWvj zFJ}m*#Kv_V0^G}l_dr2Z$VO4;vQsSvh38^ENVV5Mym4C3Ox}f-YPirADAM}bHeF@d z?t1rVhThb-nB4REp7hI$coabra|8WoT73a47!lqu5H46m3LmheescKyVZX<=4_yzO zEsdfX7&uq|l|BF>2pT~oCL07uA)$3%V_teF^meM%ED^>LsJC6!-w;(XiySRx%OpkB z(k@%Re*9u0flZFbYDW;_;;1>`g~O|dIMBCF(lMIS9q zE?yUU9>7y&$iF?S`_~t@jP& zd?GpI%Vpqf#oF`78`n&#CSu-~yy=_s*6m_U65OwNbo@_kc><_}nR|5Vbd*?Jy}n0; z(qBnyd7QY+TBopKOR4?vXUq>g^KOIm18^!#gqSpe|Y3L8h9PX9tM0A z?VeW$SxS<@?j6i|VZ2EN^22AYKCGl@)su?;&x$1v zD(R;B_+0L_^?b6ND*XrOCko_g>3tzl)Q+rzi}}%FwXV@^4JeOH165A07__wa z!F)>Sh6%rYul`Z))8uDl@ZqvzvAQrAo`ZT^A(1-HXE&J_6OW06Dk`!(u2O$~AhO*HR7 z>^}1hOUyB=9XFE#=3-qFhbnR#FA0K!Bf1~;mhQz^unIM+g_$)cBff?p1^=&6KPhd8 zS716Fxrd=MTrCe-4e^lWx!v&W+OJf7`HHFN;%^GQ<4q zwZb`UTNxFHG3&olcP8PtH&l??s%>a+@V5P zh8X$(l6RUaHW>IhJF;)rRZ=i-&IgYXh}dSL6Z7wvB|YD*5lR+{gjvl->-4OtaKGv( zT-}xiEwd6KT^>u{lknd*@@46_yG6YXXT+fN;TAm;a@ysGC(+K(;7~oOLqh$-@^O6X zG}QRE!qa9zc4RydjUNgg8nfjS#=!h1hQ{NT+h?~(E3<3&6UT|7=pJhD9OI#AFFYqw zX_qiDj0q#^tlm0PUI?~BS&z|H9-!-4F(OguZapYC2aP{YOh4Y>(jc+wRq+Q54_{$X zWy-OL-<=K%L$!q&eufjk});|wuag(Rb$yZ2@en9@|12=8V*^N<| zlgH7v=}8Bp#_IB@3>oG2-SQYm7GMx9lB7yay**;M6H#c-_0sbn5G&HS@=~^5w~);Q&`-4iQVF=<3&o$Z!D_-mIY4t;QbG3TDoJ5Zg?l zY&p4&@?sZps*zLJTbXA@PcWyTyp7pJ+CYP8MTz|3h>;{23WWrE%>HOrr47es8X~eP zt(qw$nH3{i(RSIvi@^j;pw(%1I}UiD?jZSo2P(AA1xOk=w}LFRb_dgE3|xaOk6-Lt8pui&o|U|Q+) zcQc#UFMz{#sh>9DuPV<&0Lpq`i1b__DtVwmAW-e(pAxczd8`dGu*|2!$lt#39xm2- zM$Dzb#$TPc8YR@HNPB~boEu{3K|y`UqZp@OHazO!G82SQaPSN}pm-S;y_d*}_CFKh zv~k+3j)JanlBgADnGkW7w>-=N$E(yF&c#lqXEJjg`U?LeMYkC8&A9QXLLLeLZ;qi- zM&c6M3>a-tH|BAK<_r3^J+S${n3#4JNXAwlVgX|A-X;WIP?aMi2WR6#vhUBmN|_aT za)}Q$hI##MO5k`DblxH~;&Ve+ll3-F8{^n9tpSP%+$$?bdY+M%1L+io0vrZyjPn5N zH~i%e5ZpgtIE&ffCPiAc@j!96l6Ne>II30OF&|KeE!e>{<=GNPlM0UWOt(^Jpjzjs zA&SKVp&GxwkhozB$ch6A7X*-%OQJKwswacCvl{g**m3;86k|=-TP8$PaKrYNORt&M zzTKQr&TIZmek{nRIb2mkmhrP}8e4LDbrb^feyLhz9{F&p%WSdgSbDa+Jgq9d_@#jh zFv{AaC^P8r8NIb}rfu$|Q#T>oAGvj}U;aoT_0bdwl5!H?YT=G_J++E4iCS0h=+YS5 zZKDHfzDQ76pX{X!f!7goCBFL<27P@??B<>GjvgKk#lY&cKErle10TqovJ1_Prm7-zrg936?77k z2<$?r(@e+&L$V$dk~8SJDl7Jrl1~aDrvPDPba}e>+Xh?XX|nFSwce|nVgn(AHk+cQ z&|hQ{m=X0dsm0Dx$KI#oXJZxE)!GHBO(q!RjPexGyt>HCxiGrnjk0!cGzG90IPvTo zw;d@L?+1WDYIi?^^_I=#05w>dGyMU`PL&9XCm-91>Ooe(7E8eEmaBx1GMoU$9ChHZ zF;FxW@hD2@`3z^1z(%W6^{eJL)Qw3@rX;DGt*7&Q@hMNO>Fbt9U+YD9yVGV`yE}qg zg2S>>yBSn?Kgk|TO&t~My&(GOLrb*^388r}!iUVE*&@9p&fx6wY{J)I6x?J$ZylcA z%a9T+mL71^%eQ{=0FoREs&^=9DI-lL ze~||9Ir+WmmO_7OI0@= zZb{A~S!-3cTz}8I-tfCIPz)yEwA(GFKbXk*(*j=H+Y8?dZw24RGCJLa8_&~gCQ7fQ zv6>YH=p#Ar9x67t9uAjUAb7~f1gf;UG5nXs8OEYwbcpcExlYif#OZzMgM$9k&!pfj{^&j|*=c2mD?)Z8Z)F>0@T| zTRsqb$J(2gt=@NDEUc-l-FKYYf$DrPo`*yqMaXCIOG^Gd$V<497>iB&scT!Mj5e3# zK_k$hZJ`3>z1-qi%g%Kj=tw4z_-W-O0Bto5lCdoDgFOS$Fe>cg(wqUdqOT7MMB70e znRY&VM{*GwRu3=CGh!LhvE{({nw6{ld70(Y%JC{aDv1$Ti#2uO%l2BpIj2iGD57dJ zD9OS@;s!xD9^!s;Sz|Mc?NdEut-090kK*Vxb1NDz(MXdSzF?ih-Lfpw4z9Qa_EtDP zskixH*^8MY^Hfhh-0KK6+ALvy)E_OL^)c~?usls2k5`eL>9(Y!oyF`O@8F3n+h)Kb z>A85KuaGj=VW`D(7cB;YybxnDi=PV1{LJbDcATmdy=ojT14Z_K>T6V2_sQu-CM+nP zSh*vjjju|%8EUo9NS*>u5uA~H~zcG5S^jonLo8LKdsTSGvTdS4qp53}lz^DcNU6j*vT~q+> zzGuURmALJZHrJaV5dDZSZHBYe($bR7B5sBq0?4du>C_YSnXLELDwW;m_|KE`<=Vv> z)kd_4Jh=JduE(=#&*c_JI_+LjYuEFIYprf2lDv3T=ltHZ?KWji!jXc*W3t8X06d-f zcV@2~$lb7uMGE!|^ zWknJ=N3=iftOgetM{WavC)U#6BR+0{K6ur_Kd^MlFnc7Ou($3LOVRMxwPcY!4^kw3PBwuaLo}Q&Twl2NWw| z-REtvS0)_=et>vO-o631h$86f&RJ~6uhFIel8y4LvW zZ?y&N066`O(OVu#OS~p(zO`&jQ}yg!3t{ZX8y@FtKDU+xe?!R7Bv}3|HQmh*%;aRq z%GEQ8c>*uJw>{#0cuRaR!bJz6*~1r5)G63HkHzBZbPkZd!}aBd{U|{f9drb8X5zrQ z3d6V?Yz1|-x{9@WaYnaaFMEf!{ThPi)#g$N__&W=nnER&Dj~TvwoL%m1U7s5l|>dk z54~HFCF1%5%~!}CkiL0r*Xn8qDC1tEXsi4w$TMwxnnY%{)^y~!yh$ve+6bP~w5RXq z>F?f}=jTG%jM;CUT5~1Yc;p}-i9nv(;Gv{;7dD$oA^t$-0y9#e#!=`5qNqx`L3_ih zbT=dkNGz8Juwy0GX9qd+;N`OF%5?uv91=4Y>_zr-cpbbToS*`)p5?Z+7a6gIoz)K{4mqn)KI>(^o5aj_N z2xn^h`{Lr)8l$gpC1~ zNDTkPI(4-5%OrkbfRqg&4&ZBcz6x|M`JgC!n&uv>s$Z$sK8}PetbyH#oRMyF#Y$u3 z|AFGe$LR%p^78SG4!;?>Gm@=T2xJJA$*L#lpJF<97#D;p$-G;b*_VtubwBvWRSF~% z{#?SE$d*|dig|XKp41*p6roBdvQ2wO2B;Leo~Ws@2QtwArtOWU{>1_d%%~IM7dHif zd7>BrkYzLY)ByOgXYBwN3xX$>@Q4(5YO!vs`;}P)7PfP+5K}BvKmc?SwVupY$W7<< zZXtfH+1Bjm*ZU300vvePZvHl0BzV&|Km?rQCb#X9zOf0av6A_XxEYl54@U1=+gJ^a zVCAN;(JKg#S?0Hdl*l9@@PQLuyn8rp-GdulUA2S~{(%7UYNz@@;0+fO+7}KQ!1FK+ zN)U$Rvse8}-ajZ?&`>|}1VNj@o!3>g~WjlpyG)JeWICUoHT{ zXNjZVSyzcmAWeUi(E3G49B>9Bl}vBQi1_U7H+m$-qVlYWp=qvNDfXcswSfZ&v|3#U zdCxKIw%R;8@eC5STTa&p+kC5t%SP~gI;8=b@9ZD8NjI`Ws}h>eVdSvR;Bv@l{QY5N znYWrmtI2`vGn&ED(=^X1SsD0294+=(_)8&1s`#lFB_VPvgHAc9u)~s@NTZCANh@?FXJ6&{<9pJjK(6`M$n71y@l0+Ss1v{O zG}e@}n0}Ap6>2$pIb1?#VG0z$zL2{(I-6z2nG2+-)xZMK4qwWI(jN}n6(!pBRma^Q zTP1A<^P}*nqzdv}%#-BeW`^zFf+VcvMOdeyYy*f-Y@25I6$)7tr>x-f_P@F%td85& zYLT-b`L;j+Scm)`-)%Gavyp{7S3E zrMNNjxz+7VB#YNIH}iCS1*03rl->--pcUE-K&ptC+PwBu<3s9z5C#e+o5eot=}h9& zZ(Dso-xH&0wsVZb&>k02m{Pe7J{%yKK_6*P<$ky1;nnniMT379>xLa}%_kDOgu^oZ z(3>Kl%TuroD~_B#i||ZNEa0O-p$o)+tdkklyXH`E>H6DZ!xJ_MV}`N-n5D{^G%)jW zqKD9_%IV7e9x(^1&G{#X6ChGO(O@H}_&i9oI(>tzlxw-11RcmG%RH^!xTZJMX^+O` zzNd3o%kI&tD0*joQaojbZtMm8EVSyK<0f^cCvGK*r2>Ym!W+M`TIr9=#tVVWD=Dpd zvvTF`YDpSCOoTKte+1OKv&osCSPGoJ#huvH<1xg7zn@y{RrdiAaGpQLmqQl#H{0FZ zcLLb^{KdjV@(}OUAGr+SR+)9vQyBI%+kn@=Hdc~{?{8Y^4(*`pTTNF>Ub~fO(dRqj zd@)(A>(%WaIBOduYhv;WJMA1)HD@>Km3qcux}ev(7hqD5fX|1aUaA;|L$9?hY;1G^b@nDm-fL2jh9K{YW>w3#3tV;ij@X!^&oIN!sE>B$ZE==_LVyB?K%U zu`J7BY~2`tH{03GWOBqViPSp{MW1?55x1|0?Q#U#J>?^EqjR-$1_09R*mlfoW*3^o zR;)@iu;cZqbj-RtOB7MH&H|$s4=@F&%k%=-6{(6I6THS@%2uFD2e?26tV}X;0|eB3 z%f~d$r*S{C+20`EhF*ei1yU)$6;7YdoFEExk;Z1FIJQr`% zy3XV^Z@8`tl|^DWN0GE`@!FmIY|VEDP4aw+CK+z~xG7nwR<6~jE$ZzF8-~#UEjfek zMvNMUqTk_rwcDVfFV;slj!JlmR#OhN&{YG8>nQ@6`ZAeJ>rA$FD8n`?c2zN(?ZxlOCPh2HSvPhxCWH-3gg-`g-1%GWJNUc*I#!iF z5`MZ)zAg1*7{%7zomRJpSC0Gd7!20XKaOJ3GdP520{PR6?Ifv7(e7egpGnC36%e}j zW4)53W_KX$qc(exloj(d?=ohtr=k_gA+dh6d{FLdbY&<_LU^7Q+Ag083PYfTysZ@?upf|!tDZydwvm%UgoBd;O3*0`5%?9xF;T`-kpC! zg+Ghua{MCDdvL;QFW&9FQoU9wK(vev?rJSG%uS+kE5p-4!^PgXZ8t)Jz6Cf{tJwop z5m-Tu*T%I3WZR)h52u3Y>uv~SHg=&VUm)&EfpKAB2%d1o=C|f`{D@sc7ZmcPUHABc z1w^mjD^V0&gK71BHbGMNR8v7g%o7CZ>E9x%*QO|6LtfP1g2tjY+BIREOf?G=IW>qo zaOdU?wx$_j?$07lYNqpd7T>g<1ne_7902pdPh4%!U{-5;@rx!5--gHS<%YKhyJS=O z!KW)+(=NTtPoRt~;<>xWo`*n``0DDa`2$;KF26TO`@+n5Wdd5o4ANR(^V?U)*@Mhi zwdIf96O6Bs!qX`_?+}w4_v75K?6w9sa&0*X*1KWrdR|ZCC1?k0F6g+VgR#4F2W_ z=9{QjS3-*j%(Zf5wyx^ms{lME2Y6kxwY!JW!_Mc+>?iP1u?|6_?Z!{e?;SD=sglzw zr~=ikZ})9Sjv>Qy3|&`YL<=_uGU}1IK#zGxI7-@3X{FQMXMY$Q@DkuDghJS8kaAZ# zXELnUaW~v%z3{%si*!jHPl@a&Bmqe-1b=>hE_irjh1P}dK$}`HcR2Bjsta1~ZW_jUm=H6OZQu^MTXvsQDUILr;$US-Bxwjz=wblnF zAFVjl;O%+J6WuJ9pPAg_EMb@91>t1`hypFcTC`gt3r)PnJ4#t>^6SNkDUb zKd6q&>a+PAZ9c(qgPu`T0>5UkT#3#5#H7b1S6Ujsd$-!Ipt3kVDTD0!KaB*3f={L* zvNsZ89rIRjOex3ig^=3zf0RMaUm2H4HVeZW4*BoA{UzZ_>a zX7}TK7(G@sYfSoqbRJ0$?-=umoMPfr>-nO>(4G?`SX6?Neq7eV+M3bH{=ot1luCoc zDn;6GKVHx2KHIBxHXY83p_|uYQk)mjE%**;Ki;`QLo?m<>z6PE&G^?`md|qG7jG?){#QC-Y|? za_D^bL(xcsfRM8i^CR}NdrqIjPZZGUUi%E52gU(~W?4_Eg65$ueyjDuqGBZ}?lXVn zRQOG|+L+VED|Fj+bYqD4QGq%{d7=w0UFh!gjTflk%cf zPG)QI#s%v1^UfeC=yjICoO!px@`tT?-y&S{=U@9gR_L}`H50H}!7JP4t}ezZ(pU^QQ{B!$#&j7Df@qrWpF29oamUoj;nB z^3P-+JF}Tyd-Mu;Bx`6tMgEaXKrHMSm`MR27p)RG(>$$;IkKk_0fn)ZQIi6{DHcvCz!8P9d$!cj%lZiN0S=8p$ zbTDC+$CS=AUf;I#o^9gBe8tPP4+;?3r@!wn6y1!Mp`EP(~T^DY)7;e-C~TbHqM5LNRH3Tf;}#Pw4Q(a-G1}- zQp3#PZNTq+4w=lToe%x0Ijep?v*E{}c6Rg*M5O7?Rfkeez4S!O8hNhKS30xbkDiR2 zOn8#rpDxvGe?W+*->fNss&s!95}`vnFFP{%%xXP9YBh5&EE-z+R$bM{2))K(|2KAv ztlH%&=NNyxWvqHD1}*bn$K*Og0Hn99;p(=h;$bkV77iN3vbq-Frmdw&r zx5!EtoY^e5VRP6n=L*2hpEq{+?l|w8AA9TM#9SmW?C96rGUm%>EnkYn=@aaK!5aAT z9kG}_wagT-Eq-osu_CoVe!6>T-6BH}Z#?t{om#wK>;cl4(d6b9ZAQUCv_6~0(<}4+ z=+d=z@rAKQwm9lY|G&>>us=6s@saqC5Hi%ZdyUnm3J-_(-z*>=k3)E+KT;ui;xVO- z24%L*5(%H)dQh#nfWwkx)A^^0wirWmpBmk?$TN;KtQPBpOc?pN>oF|{G@vMWE-va=yEGfW!+Q=+Dd<@yrB(c`!K zPDqo`?`EFlG8#rVjIyD%Q~8YMa_<}-PHCa*fm%Bs!zioTy0T!nP}6CMGpKZ%os!l^ z&sAMhS&C<$^y(}ODabEfg|!;-!bZo&v+niT^g3+td;604e|~q46wB}woDA3EKVQ0G z1ky-ioXr`F%p=B@9`vdv%R)jsXDMP7^=13HI&9LWt>Pz^(?s6sBns``%7R$Fmis!3 zlh7fF6NO_yjg1}vu?r^WH#%$LvQ37p)(n}S?d=)c+Y;4|x&nGP-(SjrG!v~65rXAy zDWu#aPV!W48vP2ka;UprJxn!jo23?61PGd;)-)Vib^1!mULW0hr|(WOw;$zKbF7Ar z2Sxh*p3$ZcDzk-Khn5){=;4o9D^+!XQ!mnIpLt<6Cu}NoxMKzFNiZW(i|OGkGorTt zhSMs`+hxFr!?mApfZViuCiQj)cX0@ii+%vi8c#n-@ zlcpzf+>~VU>j0jkKNSp76U+AjC7UCp(mBf3piNqOko~LZGxb`n!Q5!ig)fAx|Z(P_+ed2eNh$)~ZoX@F#% zbVc~S$nypu9aDEa`uy~i6m&>$nU>wtcy)XYL=61y^S*xc{LT$^ul(1Gpct_NSzyBm z_GgDg1*jJr8BZdzPD-2pK1vlWi-p1hmc6M8TmBki?u^;A88r*Ak94cnze{f^kq%3C zbSz{d|IFw@pD(~~=SEEShw&7N?LK5Dw|=89mPZ^zCrq0>7D(CdXEPrX9pMoJ^@?xp z5IWpjTzy}E5an(gc7S75e=)CRJ%Dwvv;@QxjZSx~3GM{njb!5_uC5!Yc zdu$nI->6&Y0S2ogf zehzqWgdcCB2dC+7J8y!a<#Rl{hL&iANWrH1(nrWYCd%xBUjjE;S$~K4 z?4CxKqXB*@}~X5>%d^K?r<#TA9l!XvdX~Y+m*(~m3>S_~Lu9}Z>8R~928nOaHMTDKD9~WJfRHuhk`G!@lRDgE7Zpa3 z#H3QR*Jrdk_YQer!NXuz1^g`HX?WR!8)DM_sZ#YS+-O} zSTQ{_ROb(mW;KK4kG{VppLdN?sR0dM*e!zm!#Jh9c(nMYT1r#VNS>Vt7 z)33^bSx=&C*x_+}kuO!~FXe6Zcbe4O@27Z$glW;Xlw+oAjAnUSB(GER=EC~>+7so~ zsN?23C%~rW_k3RNM3Ruf_UA<#XnIP8%xbkj-P~GU=Qgje2y)Mcx@t0~J?Tw#RM5df zvGA9{wNeF$R`Rd~<-ewFw!5t1Iw-2Jf}z>s4BaRAAodY37yin@-F|L5t0~6L2&0Zs zHQ}`8+f`F6MrX;l=4+qm;@8ivmHI7I*ZFyN?OTY!PDsFp|}+j z(*rrha*7)Xj}L$6dn@N*RAaG2+URn8>;Rvh$#{hQ61gN&^5UiTBj9E?zR>f-qO-qP z*!;ey6ISrtyK{YS^by8#P;Px`XyarLfDKgyn{C$x{AK5ixV|s6U~YPZvgzr-dCzM# zS^T^vQL8fWEdYCpYf<}Jj}izsIQszt2SXJuvoGt!eHt;;;?j53^_9ijh#ZRO`-N~D zw#)4Ue_5}Nzdi{o^{zU_gKSZp0;VW<8=WYGYl)m3(p1bV2 zS_a)I{82SG2zm}<0Sn4RyuKnMM&Q8{?$sf_Xzt4uLsY&;dc`vM@(XRL6R1+S>HMm@ z_#9IXWt~RfyygCYvEbW)3+E#ximD&;tXJkiP?dDXKm#$+Hf*sa&wRX~KcZfoLS1&Y zokH5|e4rx2ow49(&|Su7yR_BdnPC+(@K+n!fm-&YxeUh5b3KL)IJYiJ*_dryzd{G! zbb0VTBxfOF7sF;HTDM4ML!XHL-<_y~;op5|a>4kxP3Y}qSh$xp#$4*d!RzkB_u%5L ziC=HtKQ7t@pi?+2xsA-ph&1pV-J**#tC?14X3S_OQlIYXoVBxI7%JZ^j?)(Y5awtb z+n%x7MddVK5#9$ah*b9`?A+!aA-pA4q4nyp(ml{^qrN*}bc2$wvzWpHa%5 zT9&eLOEIB#Tc#|Wm<%VzwL!d!SVt&L2JRP^FqEU{G4^IJw%i{}pO_KN5guu=m(tmr zX8w^oBQS_j42vOB&hC+#BC%Srtoa*&OTUoc24#UIO6A1KZ#vDzW_O8{R*mv`!e4UG z)t%4lL`%byRSCw$Z+I&G2g7Z01}-7*^tT$X`e7-HP5R`;s^;}B2tNZ_Ss6;1^xXbj zhRw#lpSX`TxO8q2V?8oC>-;MAz_DA>>$fu&%o7nKdi-`wYv}SVHTA z-m`ie{btI!%xy+t6e zS{iQ@DKCJIeGGx~{Ba_e4WVgZBu=ttnLCob*g>(#Q{hxsvDNvGnroP_Zv|37X+b-c z=t}O|xAu!Qi{rdB89-`tt5ocL$`8=Y53h9)GXp!w$Brk2q&Zz_QAA;6xgL60F{;LMIh!ga{q~n;Zx4cRzH0a4F?Q<> ztn@tOw(t<2(OaM&oX@wniCUt9mCpDAOnI$$UJW|xx%K>d?YU*sXpT;hcY(*6@)DJv1@xOgGjpj?^z^1R>;(VVP zVrX>Kbk1zz|7v{PQB4_szsp=9eWDE5cxH32fK1Xf_6QS*h!B3~`?!Hz{l+c=Znq4( z)xu^+OAx~F)N)f@%fq8XzAH*UXllBgShLr7C^CBN@&SJ)Wa0j8hK)`ZO20XURTA74$9``(Yrp;1|B1hPtBU}E}dZ+dl z^lR?7pw?4n`bkhnTeGuo#RF?Ds4;b9;Hsexi)j4?|EJVO%+rCxc^eG1e2;nf?hw5z z!=NS5x@pr^_jN6suPSNUt;{~u3otJL$e6)Wydcymu|}n@alNTfHeYjH*=H{{@Ty}b zL#N-HK_2jYS{a+jrC`wS2jMYF#0C^i9e9V#&KkHQSSXX09`>=N@y2F&%^7 zKXv6ZkopsNwFi0=NOu12_S_3ttZlWhzP*I>S3*YDKiwWZA#sDQ1eoR+cgz7@Oo#N=b2Mwk3$3}0;S4&g@ya|{ z-{kUMT>?p*4`;_bd&dSL84vG%qe(#8l)JLvdXyb71LKK3f3LpzIFCb0nJ||~qeQ?L zP0)yoxlowRtL!LjIWo-^q$Dq~hmE2n5trx{EX4I0J)2!(3%c5c6&j%`!t5^lPct!U zcS%9XC(O-yKX;3mkG9H&Z4k1L?Qm@@F2*t?>yhkDmm>|zsS0f zn|unR00MKXC7*Gh+L1aLe)xa%y~w)Nf%n0Jz=-WY$oPl}DIx?9EdEc>U*I8T`VTNn zE?H#$`EU3G@B07#Qm}uvKfHt&fzwy$;4XQ|&GYu>CWk3M{p3lKPpwLKmzVHoX8FGV z^SeGJ!UGqQGAPgjKIKaU+3NnD$MG9Ef~5LnkM-bd@OR~Zcas17baX`MZ$gMLMM?$# z#|428wi1AgZryZ9R)%!Ri~8SJc|KgmE$1r}eza#B@=iR2@*Xzg?Dd%q1dgu`pQ(5p ze4eOMCmnY`IB)*|cH+4}v>%5aA2~@{&eGk0P1)+IFuhoB7SF)(y^NWB{U5A-Wk6Kl z`n4k6-3`(qozg8S-QC?eAPs_ar*t<+ceiwR2}nxkd+--QPJHtvl}!Y}9J?5E-=F{Ia^mida`w$t7cYuz4#p7vXDc+kGwg zL)a|mV%IOR;dVzq-nO)^eRW-XO}@R{YlvDZl}P6cko6ST?lJN*dG(lSHG97qj3M`p zJkf+F;Qe$JBN4GTo?!?~WXHK^@9d1CQOaU}F_Mg>(l=iYpswW@ky0V#I2vuR z!`X+jyA)pak968s^-_+GOHz-#e(p5|hJ#)1KbD%I_+qZ4{Qk2b-Z1}e*#J#2?_Byj z+h;-6o4km{#x#gL3uW4=h@TPj?a!|!^JV-2y)ym7t8|O-#0srWe{m!QAhL4!WQPb8 zCDu1L{oX(!mOPi2mve&dYJJ7c7ZrFd6GrUp>{xs9WYa&+45HweleIS3Yo7tFofgl% zFn}nB*tuAV)8m4(&IelIC})$@ylA!ECm0Y6&H<|%=1Fkm2dIPn@3%1`yZP_0NOV_u zgJh&*V^jvI#o*&9eEvN{zNeA`Kmh;uQpl|LhGE@YoS_-?em2I2f+MEu;k|Ur-z-)w z2^S4Z%(Bn9vvXVusy3D)^{6#-lgxK#`tjrJEs^Q2hlNswN#Ss)^hzlN6qM)9ghzHF zW9uu8Szzd0oY(EuWp zPf`HutJdxvD_Da;DQo4{evYUlM*3ej@!{nGowUYg0DJWVkR}Wz(!$k`F4-L|I^W#f z=$%crPrFGaQk6&0Jt$G>VglV8m0epvlvnvoo!OKW3PzIJJEAjZ8K9Ky#H;oGpf{=< zFNN{W^$Edk| z=gIuuMZ&zI+0x^qrIGexQ~xr9zC@{jHR8W|j9!KD%}fyJkFbuH)GlCHQOKEPoUcE5 z1@I>YahBV|8=9CRL}oVlj~>-_fQ^Q1_)CVke;S&x$oUwblEh}phwps&rMBf8;ZmJ- z+1eHNuM9jJEKLm3m-r{f-=ko@{8WUk4Y^5Vw|lDp%c*tSHp(#++-tjb~D0h`(9 zpf9Pkimklv4mc_A1r{qV@m6{s>wQDg{yFwHXD}iT*QXbm5c0YpFE5n$cXOhn{NC4j z!GO61kALMerma<~n!WH37eJc72Ho`euME*rki8RpQzL$&;Z%#+gwU>M*!}tLm&kLo z0-|>(po^edttx}QX>q)N7=OE<3&0gjPDMHX`FB!Qz*~`C93^(b zy?CmBx6Nykuaw9%U@_l*XspS*aRFuW5tz8)a*~v41saCu`Fp+b5_0%-61*n^RuQg{` zOgsOYXRsFMa<(aoPOX6s2!XO_dapD&(~S3iNL0$$ZLbr^Yy*w%CW8O(9TI~JMF+PNZVy(ZG6wT21?Xn2@9gAh7n2n@J^{r0*qeqohV>smLI9wi{zjK*pQKu?8%zx42Qkn5 zdA!Nb(S6k7V`&GAQ&X|h7hu&}S0E4w;dV#luh`<>2k&c3iF^Qt3P)i)oY)`p_Jcx! z&HGyOImCDx)lLA$rBtEbU_RXd<8g5i2=JX}D<96D{`#fZ4-9P?_KhSLsueM-lg&>fM)UsGySc;FJ^OX{w|?_=Ga&1Mu#6W%}58cCBaOF z{hL5{b_hNyum}JM7PB{`19CdqZi6w9HO<3`j3wUnHdC0+g;xGzU+fNN>6Pp2s&Kf! z^4#9+=S<3%Y1PqudUbQLuUM*91qMj;^qJlj1d<2`8ysVmO}5yz&%&NVmQrut*Qb=0FkJHHNXzPv><50SvDweR+@T4}-Ik|bmH9MhWFnz5WE7W4zZ zxvyxie5f$SX7b`Zk|4tPB|!z~O+j$i+D2My)_>JmX$nFq*Q&#%ebR}r*8GOOIg-BI zVE=|pETV@K^>f3B2?xh?xiTD}=G)l?0jE^ORbyHL{8}8A{H?NaO^op_#S=b|e4do? z%r(HxOyZa?T}$x;$v?`#+-mnOj?2*mP&)tv?CU$DWMD1>_VL7LAb~!WWb7u_u|QUj zetFV(IF7;!kOTW6<7fPEbM~cXsP5mx{rBNq6CjobCqGv0h27CNH7$6;qW_3}eSB}} z1&FEohb1x??3HT|DUBoyddK#Ci3YSFIXOAi2+qq_ng>Pbq0YV3716mIjB;gCXDztK z?2ebYcs-w%DA5A&b#F`!2t=r$;CyJgvEibe@SUVNW!! zcCjk=)u>MYD!mOMczjl9V7Ogqq1w33B#PzFS`CAENIfqd}lIO@(pJ7GWDp^_sCJD zCd_^?oyWU&y~T@tBQZ`mw&FPfW(^-BdVuu?$NXb~N|$n;RD7v%qSODm2Z8lwXo)+Z zP1gxFxyV)mjF4iFJpUShwTJ`KQQT9=SuFZdzx{elNl$Qlqq}2_PEIR>>H{Aor(H$Yg{AN>)_9 zLlaE6CKGqmF#kH2zYTZ*yzdDE@k$d2u577RVRa)VN-R&YKSJU{lt-~yMFtRpQgBb= z(bM0W2wIGtZ(I+jtVqBZ$%=_+g(&LmN%W3+cTsQL?&m8(wBifn+F#cvk5nrj{Iw4b z=wSRbubG;lCW>0rdu#A!2daD2XQ1QTC&#-OeFHI`^xjzF02G9VfzMU-f<^L>&A{YR0n8Kr6 z!36u?_lUP&g7l>({ZaKaIl zdNn67M|WAK{DJG=3$8;^6659)JwQrc1D^3lidgiskwhW|LQ9Lz=49T7gR}}Vam2=o zYJi(=BN8B4XO}WPd0aJIeF&TfNPEh)nlXuG82;l^Gs6Uk5hllINv<)k_JrQ%pn&m1 z`H~KTx{m|^?$46DWpDIwa-y72wm?RIiKNwMu zqt-?RVu!9)YDJ5}R{G`hj(ZH|u9zKjb68|z zU&vnX;j6*1y3I>Sr!wJPpYV4aExEok8-Si)SkRxy&clB10_NqlYS8gD3&_K;SEGXp zO;5aOj@Pru+#c`Pfaw4zM$|M;a*3!{brve(mlp8~Sz5_NNkL9B|853o244Z(+;tVI zo!>i0Uy|5(2>m5Fx0oD1c_W*_?QgYE9fOmB<#F|+xK^n7`XLO^`=gPG0V#QEwR#hb z^JY+Y?k6@mD=qYdN-jCwu>x`^VU}^LU%guex(Cvz4Zm`R{>P+xGXUH1QR`Y!j0~I< z|21QUs+xobNjuWXVE8c;vx!6nHYYbX%|-|#Y_#2Uo~0bGy-zWCL3#R8NlTSMZx=AT zqWtuXF;X$|tEKg!PK@T`f2H&&5x^lpIZhb<6xb0dxZd3#S$nmIuzJ(NvXB+NACnxu zCjsPz%!y%O1wSH^_zW@6_eKHS!3X`F17|x*l8`Mj1wK9pxAPkm_l&U6S^AW&z*)lH za2&L9hAKc#y>YU)vuiq)!!}O9Ic((Y(|Ay|*6OU?&K*dzMvCv>?Mn;}-4k;BYA=aN zPyFz+Fb#0ZKa%GW0`FTkS#Hyq%06v z$evuxkt5>QKa1Hpb-R)-qt|%n%B@jn7L;JkO=6>^+TwYQ*c}WnK*PN7>k<^qe$p1FpU@cCT>Olb1u($w3dv2a9^ zoR$xkmLr+(mE8-s9)7O-)=AvywP3~Y$&CGLeSC?6U%^RM=-z*SpfCw>8oIC|6)8@T z`h6_(VJg+N?byWcQh=!9BGGs3aIWMFPR%Yg8n5in@8$7=oST-08zEal4qNKwa{pED z;0C`5EV);dLyZ#3_XaFfP|h?dP;*0)1}YJ8N$*^Gkd}q_Q~tG$r#Z+`peXM+9+JoZ zY{0(^!+JAdvG<$T!1n(q>3Mm<4+|K-|F0hc@~HhU^^`iiAc^}gUhjAWbTj8@#yxe3 zYTUgqz^&6x)>1%G_Mw2sSmxT9XOm>MEki<|Y&1 zbc2yQ*6lB&rQEo``a-hOfB%-3a7}qG@9nWkUd7{(CyC=qyp}ED-JR(^WDdC!g*P8eZ(6(q zYl2;|O*;$Zh$KUrUSsCZ=gJd#>3DARzzbJip;rvnby3}d>PmzEKkr?gU z@Azx=3fj#L6e9H#B`B2MsBh`$Q)lrgk*t`eGwF5Bi*3QOdqYCMeCXRexa}TLY+!y` zX@Q3LFw+-b19dtvj?|5X@29QgS^1s0P1RbY&Q;)fp9kUcbWoGXHjTRhW4{JVs7gwv z(t1a!vLmkEjZK)3Eo0*7?B)ppqaRFvYs@gJz)aanoeyV8RgUuYL9En=ST06xM2!Hs z>D?H~6}zh+485PwXlG7@gw!bWLQ~nlGVx0O2ov#BADOqGaNd?`=#dG*@%QPy4C`0& zLT@fKTeW6(z%2fHkih?EpfE2>ti&c^Y*8l&U!XSM;1+&>V(I5nmhK(~(Y1xI&hGaG# z4 z$}gUZdW+ru0Dn-A7nEC6v;I)EGA{+DeB2fP&f|>fBJZ`u4c% z2f^@vf=TdnfkIe`2}w=Ga#>F{-*&rA-Je=KsnUBoIUZ9wuRZQAHmrFYKrk>dxfIq@ zIQWZoQsy2y?dM9kZ|NPcz>GIih;hy_f6YxB4Ql!Y1Z-1%Z1Wx3JnLD5Kbh{Nx3HG4 zqj-E@m&5Tp4H)6t)Kxlz8jitxi1N zg6EH4@hda-Oa5t;iOs-;W_lu;yHb){jrw-KS%H<2H6dWq#1xE*rJ%bC%c&!8b}VK$ z&y8bm!X=b{!DiBipId}U?XVBQUueHyWJ@irLf#NfNe~%iA$EwPq9IDnt+I0nlYYDy zLr*hkDt3B8TjBaP2~9A6R?(-WYOHD#+(^C{GbVTB({p^0@RrACv}fy{ z37&{S|tFp*Eatlb7>z2YHS& zZZ=+%wSchf%FH^JH}+^!{L!@1(a0JtF>^np5t*ay!tkdjX8ew+5!}9zbc&jezRlOx%Bmm0alMQUl$UEdFbn)i0We2~4#vJ2uK$SgmQW8%XJcyaQ?wJ-rqpL*Wt zq1EyjaVK($LiWg|(R@!zldz1bH^WFgC$V7XSq7O7_R<%IL;u4xD z0i$BS`F6JHt@vL-<&Dt#MA)Gn4;M!C5g(cD)uzOH%0+=uw_iq%r4w75)jn+3P|b6CduSdTAuQFWiR_MiTHJMVjr%ss#`pDLJcVW0=cp+l=D@a~N3EFHtka;w2HI+$v;t{KRnovuJ=*Yi=0^KcZoA{$ ziBe~bhm_H=%)Lwps(Q+u9pjeHO1H}@w2oYS?-)>CypeB+^!h_9NX^*}9Cnu~%!%4T zgbJMw`uzFOb=+V!0OL|^l0b~g~R#goCf91)-%{Yoi_BzlNja@gXlROP=KDJYAdEO1PD z)5sl(x>EvQGT-7Md01@#h5CK|VvGrQhmvCrHQ>`*Fwq##?%v+3@qoOhHnyWqVI(8z z#GjgBK(32S4n~J>&CQ3?d#?OwUMKbqOy7Far+-DBURM<*#ww8F7Kl@!vA_W$>&RTm z%|Hp=_QjAu3Fpp=05%rc?IaTN0JLKn`GA~5tcdlo%bIPqZ1s@3amz|KIZ8!e0^uao z2u{X={Xnt^MXLe)2{q4NbEY(H5l#bS;KqQn!wqJo(w{ zc2k@Iorbw#pq4sSeGP9ku1nGNMH})3Qi*(n19O@}#$Hn6+&b|n&SCds8!^ytoC|&E zusu&Wi+5+n+3mTTE(xZ_T+v0tjVR(m_vNC}585DX?jCS}A8qBXxt9 z4g|{?Dw%ECk6hQ>yq@`sY>B~Jjj~&whSdB8w|94&qp2LT z)i{0D^kmKFV@VYCbyhShX?D4cBYu-NTO{{-j=S zHN=m_RwP6su5z)V`aj%qVRYd^Bw&_*QeB^K(4xIXv<=&PB#W!yg=`?ZPH#v&| zLx^@8o5l}|nU;)+B*=sVC4<-Jb5lgb$T0{sNv^t6_b{BQi@qOAyk2 z#UiyzF)A<&5O#O@z>z+}5d{zMdU9LbspzZqAeM*cu4%{FzJkU-11HK0rl6G@c7&@$Ae7qarBlZ;n>{BXIr2ZOIg|)=X+UrY*w&g z%yH5DaGcs70^+OS3D;cJy|uE*Gs)laA&M_P^hnj?+~iq6IS$^G4RLxAzYg{HH&h~* zM8RUi#Sm*F-MzQ`#!L(2*k>)4!=5MK;G{y!^@frK&!nf+h-IO}i(Kr*T6_R%ULl?* z#@j-~T4*;X9VC+06NtOk{4o{Ra=K8r{hTI_ z(f_s2MGxF~BB$FabpBWpLT0_~M5Ayj@AC_` zlS@R;wLH(pYH?{N39HIIcKZ1&zmfZ%%8F0qcq7N8Yzfp;vE{cwP{co%qAWY z5g`>)q*(w-6G!Wx-h72U>F?Rqg*%r?;Y?F&yM#K%TEy@A)WxBk`t}3G#gid2(2-+S z&!|&c#J(NqeCt9doEEDHAG_m+dV9KI=ybBE03)tdZm|O!BI}1`IdY-@YnGtFZohi6 zZ+~kvT^9g|00ZITYdS0FWG1sE;;OuEr^xq6`0VJ0znXP?;6>)fjsUVQR^gV$SRnKw z^~PUf_nWC;Vpb-y3}fv_&}d@I8e*_ON1e|hbq*3Sn=FTSH~kXyi_+Gzcjhd)8LNd? zCKbJUA?=<_4i*0mx&l^(ZfkEW6eCz}>!rKg{RIT3-+4H%e1uLHEC}%Fu9C|t?$t}YHdb*4`u|izf=gOo08n@-=rEXa7O_=H~P<=!ry=` z#0ON#ay#8^C&))W1`;gQ^~IUje79YHC!NZxl8mM?M1*VZbFokORYQliXR*2AObg+x z-e!#iVH|!Woh?2u}238r0g)81%UZL@eIbo2o@ZTtIhK#b|BmGtOQ?s_kVQ?#y*1bbB zhw`3n#?;^CqtF6n3DCpH6_jFAk%M+GgiMn4O)8oYLBb{`w( zul%x-evOL`M=@AiY!AjO)@8Huf}pbBz&O58QaA31M`jXdgw~1SU*DV=DkG)-N`LSA z8szb00A74l1ixnj#{_SH)JQC6)O8dSL;T_QHs zM|RrP+dJQi;kl8p!C`K_u51^n?+Xpfx}1A;ALxB5awkp75BxmqGd92TKXvV9j274( zoH~c6t$=M|eG_cfQAQXOJjWWA@QZ!}BWK#^j^WanE|ej(KME_J7K+0}``gv}Rub#U z+*BnHVuH5WMf}lKa`Om)uuv%A6%U-Aej%Xm9&}f%S{Bf*THa~f&i+lkxf%cwO17!37bM5DoS7`g0dgt&G$S_B4vQ5=gCh}{-E-01^t$(IE+ndz5YfE4kRU7PM<8P zFZCA(CH)UP8ied&Msi+#zFYG+J)@fSO!ntaBNl9W2FVKrQwn2U>hY5^5Zy1Tbzb$~GlNZgoq#GO|4r$JmzVWZjFLIR9LqGP30vSKB#Qj9#EOWImD<-&B6eX$(O(h2Ab40yA)DcwJVhbk zIA*uI?7kC{4T%3@GcT`MuB>=opKT8+I<^o4k0Y@av ze}!7mAHe#ACL_u5nV^8)*|~YtHz59kX7{Z-WcQuRW3@oGGiY(!cPL$|g!wr-me7Gq zsHlPMf-0Y{6e^%>G?GO4A>pyCWwMHco4(Tj^{k80K$L74v-|crFkP--zCXCa2}c`@ zNQAIXaSt%s>J>l${S+2;DDiI=6VhcT`y6_O3%vQL^U=b^O4N3M=6NM?4#Y7}^W5%} z{W}hC*`>xqqHqF!2$uW^s8kLM-|+={F3;sDA@a$mN*4wq_xUgao^O~0KL#>x=cm?M z?~$T-liL*`Fhv-(8gjLAu&9-gkqG(Vx1&13*+_`` zUsam`w%0Nen=Y4o`YT9^M-Wdg?C~Eqe}}yMuU?OGb^pYPjY_PAy6Z?u1DL%bm(=~+ zWFOrJH$~%NaGDWM#8#Kxn0=nQM8i|xVXze|tE`@0+^P?6pp!v*4Ypo!Y4Fz!TGKAp zT9j8;at;MMode(zuDv~Qf?rpi1UaPvSR zUvTo;uNznbQ{BHO&L~t$tDGh=~^9_&m4-rIcNN0_3t475vfir1|xM_@G zlOv&;h@DPZT!yqJe*gjyeXB*Y+;j(h=}nszkYg&>YPT1}vq^C}$GJO_3HfaEK5SCi zv71Z9>F26bOv^fi7Qa$-K=x|cE-7yEDh3TkRB90)%RlkO>3ir0Gr#CQ0dVp!0WZkB zn++JN`C15SbA-rUY=N~6KZtW`lE692v!<*lM7pF(^@W?zsqZzeJ~uZlfngu$ri&G1 z%$>uRESF2`J{ye6Oy-78l*@#@N^N!7pO#Htlu2cRD&=y>t&^go0ywrst-UR^GM`fB z*sG?3fF{(BoU#loMh)yOaipC0nY((ce!U^6T(HchLjt=VEOE(Mjj;0pRnK4bjm|Hl zXHCDrN0rGQ9Sn)Oei|UwsqEme+U8U$(vfQ{A4{dA%$LJ4Ra-;vIZ(QC3jJkxzo0&l zQ2te>mo2M5CMp-ah!|R2qx)xQIaA}^lj9J3?qCx3O7KkY@|ouM>^rwSN$IHhz<|7J ziwk{m_ltw9M*!9^u${*8uxNa*S^O_){=;dh2aGa&nmN5pW z$mK2L=YOTwoz6cJ(rg!6(WmDAZitYg`$`-WWRkGQy%07j{gy5m#p8^dE5X+OI=+#t2p++R(r4|M{R~pyML>)}=FtY%= z$N1|3?i6=*3R^Mm=Fv}~E6O6E2FK~?C>{kto+on$DHE+v%$`vh)E}47ucpUbJ~qAh zmVSJeO+325&ZDFYWv|`g7kX0k-=IHe31TCkFJQCus{iy6*4NiR)zKyfafLqY7jIsq zr#EN(8_!lvEPQsnmW+tAAr7kq^L& zclX1|OkI6P2T6sfw76+E`>tIN^lVy2{F0Rhrv|k!L$O}|S;P!zKa2iYV)Xz0@?jYq zwO=yWBk+Eseai+#OrqLJT%FSZa|B4=E)uGxe)kfIyHJsV`h(}8@%rz_7$QildA@1! zwFEIjpcCJiEW9!OY{j^SdltXSE|-aEjBM`jpNH2w#PW9`0OivwIPh}W&s01XHW0?0z=k zA!cX_6K-ddD)?=O5K&SaaP|A3J-v8y zIt#S~}o~8BF981QZJ4w!+`Fd_%C!-m#<*tv`E+ z$oem67k%4S_`i$4fBmwT)iVTE1P3kJ61dC%{1JFTO7~jbANa`QINNF7aDxAHD(qH& zgwWN`1?jhvX+Y@z_fvlP6tuugAL?Z7zH@4dMZkaKY!l!ScmX7SDqm}K#M&E6heO8F zVbp1H^PQ^@UiF+hTB_eTJjB~obNCTJ!iTj%HDc?_`d{5s0A@|B1fE-OyJpbQ;Y+2` z!a1Z`Sol<-Uc;^y6@mXA*4Fk!Zw4i^Q~02;vR!uXGr%I z!4i|_*z#8;92$4qjQ z@B5>N8qA%{9e%GtZlmqdy6t+4Ognpo`HPPyoeVo_|QWEC94qMvr1YNJb@5y80 z=HbDc{1ed|0O2c-5~X%CU+qjQ6-OoOC+5)236wWPE^*nI{J|ra8y$<>GQv5`z9R!W zQux8`?0bce51YI9!G`Z-o>Z1g+2W7sJQg>Dm3(VWkx+wR0Jlo2y;uv7?l804EC&FE zLu!&D)5zm#6BxEmM$I-}4c2D_&3bFa#S#^IO&Ss-U_!t`8y(Kp(PW$%T3>@wU4T<+ z*9$;8vH&hL53188npn$M0WfHi0x|$+50JD;8P}4z;7iwy;@c;DZ35l55mFlDlMAdECR!@7;)~hV5f*MrGpU&iUSPW z#uW=>0LmP^4b*;!W4YytQgy{z^A!!_J#XXj1cc|KXStQb0=f6!{rgl4WUb4%xqf%k z{xvwh@-I;NkNpt@6J?ql(~mn?+e67{FOWzGR5i8kE}?NL=GH0jTz@E}&J+L4&$eq> zWVkU!s#{`T;-Y?~QEZ$^ys17N=T|8AflEf!(}%^esvBc z!qaSUdb57_imn&;IgHFEBhZ)z-fw*YfiCWCbYdPD2L+{ebv0hl9qZyZ%ZiavwW(hH ziOpVY7K=F4V|)Sv`^P?n*jshY>C{;vkOtN$JJ90z%(;^+5ZheY!(9FkEYUj_V6P)UI(sFb}mTl6;q%b+p=w zS0J0NB2#T=#PD;uQ4!`9o!8HmW>px$iEQz1V^ri?`AUJ;&MAHr8+2yd+ zlrT2ek~M}5*s00MLy7D%8gKFKHFigmQ6gFOu8(i$)Qb#6jr;n|msM)bCX|S7Q-rxD z*^SA*zyKUDBRl+_SNJ+^Z2~p<4l7}s{x4IZc-o^*Xr9&iDfqH!7=01B)C5;vdvch-$w_Hfq=>}a_9+*ahG|g zTdX8`@nZt5C5XZ@flew(PmyExbLBf$x9`L=b8R3G!{cT5T&DduKvDeS=fa!bFbozh zM0NszWtRGQ3YUm}x=ayju)WlCa`9;vSX_FZNAC?N=?_e92Bv4DL)}8KkcY*P2f1^ zXTPM;;$oC#bQ+a~&FdC5xo&>uRWVzpTQU2-^)k=d5SY;_9>Co|_sTCQhrE+|C=X4|ZI_jiegy$hJFco4=#QS_agt9&<|YriEh z_|41*4C4;9b5|RPHxw;BK1bV`{2cH-WRGAe4+{ijbA5!bk5|4oDpI~(j=MJyGf7LV zpx=>`FtMg1Kl31*6;g+5NeD@2N!m0hqbv9YNM;g!4N#SN(|`8U1OyBb4AH%_oGl&7 zjUK(XLI_2rB<ZnB+@VNtLoHU|Bv#VSP_GF-5Fl#p@~maOLI z=%=~dz??<#TB(AAon6lXo8>87nc`#@Ahi-t+_9@gr_}2dQ4}-ZOkim`e~$x)RvN8; zJ)!jkaP!k3d6sQCOVT+(a9j`vzy2v%;hf6O>HW}vDi81n_zx=P7jjx&)+j}g&pLF|zkt$oQPVBk1)c*V_AvdD$5jsi& zYsQ>laid#Y!mt)N)ot22eGx^nj?V(QoasSBLTzLb zr|}=x5F+s@kSs&72fj10oTOZEvyLyF+oi+nytvOYGFv1<2sim*2rb2BO6}FA^SiyV zOt{L7T|i71o7XACp{e7z84CVK#plW}^I6`?{q&j|G?VB``6egxbJ=Tn0v^{OhXH|< z$f0;z^_gQcP^FV}GBd=J&J$MO6mBse=vm&TQT>%(Fj~%Fm0w*{;4InBK=d2ugIUGn zp#^)9jAi!`%$m4Nh|;rd7q5Zu`c&Har4CQ>m3o44w5lpIssP+S9QQrs;he3&$!cqy z=Os*TIv$S=e%}|oiU1n+Dnlp?0Ht3G44nu9qjU-)ri%l|W3(!TUwI*)gzkmUnu;{0 z%Xfp)57}mrK%QC|fqNU>!LhO7^~F|LO|GJ!(I-sd&fVp~iNffOckGZ?>zRc8TBCBh7G z&DmP7L=@er4R8Ix{&IzU*R&Q{r4n{`C zy7oBg+1)$+Wk^pHqcT0aZh)9%qB}q`z0t!R6ysL=2Bxqr*FEli{>XbuRK|ZJVi7Aa z5=x8Y^#P!T8Avt;aNNCac}ox09LbJI_mG4p*1!i~SBD+F713O_n%XZHwR}ov`tfFP z;aC!e)P{-D`)rH(FvEe5+VpFAe*jg+_5EC!@Z);96D?B-XmKq{9{oyXvYxK!U9jZ_ zeh2!0zxg+AoE0pqSa1@TiSIlGABs5@IBzcycPtP)3%o- z^Wp99&;GloUjzA-H*h5jgXQk{R-gUDn)=g(g!E<|KP;`P8^{{fd(qHbF*>f z|KumY3pG+=u$Z^pF%*AXOdtSw<6}V63bWduDIOgP^6NoV0?9vtuf#&Y8`MH8HaMmK zo97{eB>=?R5c#tw8cnG!nV;Qo$k$rSq|j zc6hdu1aUv`Gpq8<{u--Z4|GNi0esoK5U?iz9TplOE}&Bk!%-nh;I zBf?%qi*Bslrey;=-x=syRumwzI==2i;zgt{w6sX|$2<|=^4=KSVqzj5GA(BWXdkK^ zTD6cOkGip3@J;a>=-@a!Nai$rl9KtaJ06WFa5c;5BevSi9yiYMNyQ_=J?ct`)ni07 zW?zl_kxc&RLHFzix~gy$s;gpew?F=6O1v?_*48q%Oi8G>fL%$f1oQLu`W0`h&PHf6 zl*8VDpT-PrvE=P}Jl^TRBej;cmYKr?Ogmc{R)^9T$`OEI*8e({BSebA>TI*Ic<{Wl zyMH227;eTClRPLg`SWqQ=GM=^VNQ>qted@&{&N)|`3e)`2T^NY&nqxR69$2dv<3NG zdA^7HHT?(Ibt?0wnDt&bMpkPj&E!`Rxcq49ECt<$2bBFalJorch+V-HGfakDIiL~> zi^=j%Zr3N+8E5Fs!V{oFD_S?Svo3TCXq)9o->G>f(1?CywULj#BT}Z#k62bY>$*K# z>)fJJ&W=JA$awD);Zavyd;z+TjFI08Y+?zW9jyDZZ%9PBgJ% zwWp{CtHUp;4d3!!rFE5U_`yw0Dcz8}ujuh;(YPER z0pc3iS)2LKORj{(Ko2hj^(`}ZU7q*B2p)&kYG{&@?hb685{v5zf6rP8d$wV!Nz&t< zuHBa{Kh@P$DwV=l4m%@$gHz8U{vILlEIr*P*0BJOY*?H*!LRiO60nt>&d4$GATR20OJjw$mYUT{ikS&9Pu)L&e`TZ z=}dwg4Nd+~{Vp>w38?FA%^Y%U&u<{M3_97I=~_-dYq}msQzx3fq5~%1Meq~nlcW|i zg~fqNdThEjIyys=xXdiqug-2tg<3m7Wd_f0(n&RXTrNLXO=qo6cFUS8$z=M0BdXjS z9FazjFr>=Dl{jCeqz!}C7fj2QpjQSBrx9ufzdCJexdAzoc@(zZ6@jO=-ei9mF=%k> zV9bJJOY_liz`XQQpM_b|ugIZPP`~Eedru@9NK1*sZWBja3B`OQI@4RSY@IhHOd=uv)~hE3{kQz?}K3(2%l83k6TriZ!9O7A^@lNx`&Z{R!O?`!g+w z2eE&+049||9Mg?Ork$LzY*!kYm*ZLX1pheajno%1k?Y6URXAU0N#e;wg{7sX*l$!w zu-n7N32)#iwHG=1FY#O}pHG?6ctJYJRv0u%SUG(%lx4yu$_bukfu1ufx?UWjOE7HxK;)$hX0VVG$}fTtS6`y8-!D5&LjK9D~_uw z@LGztWM=r#3zI=R(9M2}Sb1n$4^VLxcmm`rs6QPwKPje^w2+fK@Lf5~x4TlJmX;eF zMzl5nKY=C+ON2hj6SLNd4>AxWaDJz;{dZZni{PQQuwddw-?|sY z1g>wK39S*#h%1i!@lDlNn)YLvj%hP5^MgPyG(a!dzm3S3J+byamJle0p9TsLPU7== zpQAsUp75^cP%XZD0vD1jglWBA^-Ns#get;B7Zl|O7ZfZeRsmN)R}jgQu$4M_c^4@Q z9Qy5A3)!WZCXI(Xzm%f&sA84}==nJE(>)P2Y-wT)tf zcE22M^uxp|H|c2b&J>+})~PqjCCD(0_Pb@$pH#wERD|UDW*L!R9Ip7B968>OAJ%_x z9sRlJQX-xfJnWU}J|=yPoDA7=`K%eJf`cYX28Iw4^2BM6F5@->q&{*zvRBQcwWq3S zkh1t7IBN>Q2dku#-Qw{+28AKInt5kD5zeq*?qezq`4lEo_s9Ro-CIXhwSHlvii#l8 zN+Yo87L@Mpl5T0~?vj-5kXE|8yHh|~x*Mdsz8CeJ^E+qUKkk3u9e0d97;9|ySnFMH zKJ%G#K2z7bgsazX@8~90%TvWZ8ehvLU2Z!Chb695DO1i;kGM8FQyTh?bA0p7dhz~z zw9}iQI{TkrUAGtdDT2-iEANtgaW6{CJ7+q2qw7OGF0+48&xGx>4zEexj0NJ1gXoaT~Qpr3xk)yL6MC ze47~F3EBchV!k{*+vF~d$E>84HZd~6eySuD=R3qWXnp1q{EonNEsll(m=E?*)P;Jz z%KS-brOaYthmj1*ka!%HNk;Xl&aFmQoJIU`{G!)Xl92kXJaU^FYdyqpekIeTY+7$& zZgub2hO|bl6p|tl(Cm+owV@w&-6eDcm6k;jaYGS(f%V(4Bncr3n_&th#2ht`!QJbP zekLGO8C8icgwm~nKRmKS*^-X zoUM|Qog$~Qw7J}IWUsz^9mO0`-fDz;)%ZT8N$t~p8y3mbFT)?ehCP6-=6a|SHq#WW z#Ear52URlU`2v|+o7gdxk!zuu5pt~IhO_+15EphbR+Ba6SEGgTNl+KC(m&5QQL({> zaeKr12@tX?1j87#`^oTrY$X#drk6p%e+WJTA7yubz~7J1|9%!QA3h_pd-D4y|NM0j z{0QZ*?(y&6eteva{DoUv@z?GC`7OSO!DF(pA20uPU+|3o8@FzbB)V_Lf*w-!jyn!^ zsCd^wpDOZ;7svDg&FsI28T?=S^+QBN#1% zzg6LOnMw9w@{rUd&NoE&{f>g~@q>q3qqtXzxAO&kr5}}$#|vemI0V?RkA07IRn+5V z;MEZZKi*Hd-=Fsa-2V?h>_^TTs|gBx`1eaBB8AZj=oT7ea$7+qRQ;#(m(U(QORpZA z%cs7dRsVcGqC&k8mR#6J`=9T?|G8%%+#WBgrV=WMe>eHBzZSe7p?Y9(<{*E4@q6t3 zRKbWZDL9u^{?qJVjhBRx#%J+pQ~l4^mVpnRyqhsHACLL>jB18`C`Eea5P1LXOmg$k z(X_?N3?mLllRREV^F?VC&)he?p=w^lDq1eM`-&sKJ_{P);WK$0N?4$4Es&IoH-)Hv zyrq$Qjx2r{?i@^coG$%L!0*-HO;7+o&+q=8@>saJ09MJL@QN23ilTlzoz4E|($9vv z)1JvfSt2O}b93`)TN6$e>oqF7ohdI+hY(`DCSFpLn~(jcv%r!_0+S2B6WKx@2lHj1 zpYWyWaLVWFiMNFQ(p`woC;VNC)82=n&q9H9r!}@!@!`i8nx&4w+l;ij)19_;!lusd zMK7|j)Krf+l3(}ys0tR8Ro>crEzkjK1n*&98E6ID3JWT+Kwm{$qV?MqsfZrmH@8@(xBfI?g(ICXQKY?L4?HzgEJGw$d61PHjCC`MR|K(c>vbJIUxnI5}m0Z6Ol&Y*`8xH?7Kqa<)i z{h90dBq(3F1N;j*=_9#uNbu{%d{%XJpe^UWZRCb_rYuy`HkQp6sNP~+UXbN0*R=>^ z6;&Ds&*3%Z70o-I@!gjPQ7lsLdPp4R`~31Tppe_D=0itPH)IwF9UPqr+^)|tzV8vr zkmq;aM*zc-8(P}VlgJ>i(!4mO>(-?C9H-}G+R@GsFiK~ZhAqCf4@wD}A) z^mV3=l|Kwub6#HWx%Rznqqqwv?E0Q})>Un{>pMVdI`y{lnne8ikyva&`+Ownhj3D+ z#%ukzXg75)0@v>NJah>=P=D_npGEO6Nz1zA-cd1u{X!K9i8Abs!Hx=P49QjT>BPXW zr5&y15`Qo6N}#1qV`r=5h|E_POz}8IKIO=Psni0M21(TzXtyc!j%WtacA1Vty%M_) z_jAh~rfNJ3JnCqMT!nt4^TjM!6&zPi8+^tBRo^?;@2Jb}w-SMQMU5D~hpV0i8rJ%^ z!7OiXD_6BRYb=*Z>~e!&K)Vb-rA}b7jL$4PeEQ^x*8V=Ng;0TW{CS^JzD6TVhSDLDBaap4JbA}4ddzGW zXWI$tG4$f6vu?PCTLt)efQpX|3Vp?ZMUHG%D|!l|AV}E=XEarDpfC|422M znblJvUZz^<^3uiS9dG7ge_S0BaFC7n?94O>N%aG*ny-zLS*=+TI@G-U?-|UegjI_Y zGdAvQs`8nL3dXPIht*q?s zAsMAIa^HSE&z~)m&L3>Q;zral(T|0>O-rR2y}9Yz!w4c0O_%U33EOTi&fW%HEQ0z~ z+2~t9CLkEQYGGv1mqp@osiUtu%e!6G+(ribbvo}?&kIv13gdAqqu_TBpyAJdtgXK- zd2JT(+B#+p&t0;F%01qob)$DIuTsr3%I{4b&=Jx({+xo3L!;Rk(DLXi&ip9x&*r54 z_Mv1+;81^8Yb5s!;X?N_A_%#I%4}%NI3a#tj7hjol!cKMU^(%S#hIkyWx%(@~ z1KPi)C^YJqC*;sfuL32ZEWbgxC)+NU2Oi^79#=;4ZQ`A9pT`-P2F@e7FA2FYQM2*Sh~pzSE1~+W5opgK-XEB z`NZO%rA_DdT}HezC9vL)tQ9x~Bvn15xt^h42tz zN*GS%Dsayx=0jTYH{Bu5r|V5$iMGS*qr)QRu}bYBsVh~{t=l*mo1zzwe$IcYij8gC z>AZgZ%3b2(DcqVQSUWsIf2JXAWOH+l?Y`y6Mff}K?{|-cL`%iJ@8?5m%tt!)ftP*Z z$c*%2MB6U9>nw_DJQZ`oZs!%wgNQQt?ix33xla*sd9o08c>(CAbUa*%5fS9aQNDj} zL3{X)2IBe%@2^r;lZ2w?o59!C%f$C&L z$N$03etGvm%BZhw?r*sA`{FAAQa-%Ai2nn#?~!D+=tn5>!bkklopWi{exo9D=&EN$8QEMu+LW0#Nd$p9e_dV72 zsb6&#;V(ey#|$8jUzv{h{p1$^qIX1cp99u-x0r=gk;vwb4Agl7?@qQbTT{@(#okY! zCIS6Rw_mq1o-3zwYB)n+=itzBlu+il?`J<10FGt)VspTO)GiHmu+-5;ig(tzL`+%i zyvL~?2)NDnGg7Gg1JmXZd5Zb>P19ADKd+zo>GkY@WwQ*tc8s)fh4#ytc%Gh~CT^#s z5uI^m>lS-+99ODNTceKAp)8G2LWRV0IU@%66AC{;uoO(SyXO4qQC-GS32oU-6nzS( zD`Wc$-V$M9*Kd-U)|i`^w^c9UgvQ~>mw`B;l?}*88EnDyr?9Fh(E-)0Wl%-#~^W&~7ewT<=T3KG_;AR~K{ki)7D`=)W0) z(e0S89wfX!{n`bfT>4+2t0vi!JVdeZ=WYS#R;d80%f-prx$!V9#@!Krx>zilsVY;K z1Q*wHEP5!ge22_;^pM!TxZ{mx-v&rt1y{|>FRFa8?bE+hf$lQZbcN50q2)i+?crT* zdcWv??sSX@BzG9h<{Q0$&Tg9f{GHbPE%5o8q@%r}pDlXda*c6z!zBFq^+V2`Sv*j* zzBS$!`*`7OYit_``J$^-JsTKF>?xderaSC2mnq?8$p?7I-&3_akp-3H`Ykm1JE94% zjUgTP*2EgPh3##xzSyEK#<2(v>jg~Z`?(`uSZ;5Z6}$1()S9H8E)OKteLn9)yi|EC z4U*wX9EPaQFV8=4T@a=guRGs)b@L*g97rw&r*s7idOn7I?Y`J_zLh}N9YOrYEZ0H; zYfLEgr}HF>WAXj#aK6}um(c7i2(9jMzgU#(pQ6-ndN$GF# zjF@rsde7OkWc>hl_5O!n(f%^x{1=-Z6ekO3Q1As8^7^&3YN_r%jc2;$QKeF;4GR_} z9f2hD4^;U$-7xlxq8yBZ%*Tx8zV6?GNbRn$9%GsId}fgAAqs!@F;#u<4*Q zW?n4^Zvoa=>x#BmcTdlr`*jBY;A>(#D+0@<_OHAF6+8K*0Pa_Em&I}FFpd|@d*7jb z8(unD$r*7t+C7sl<)?eeg?xF8o&8vz&&D||PjY)dJWV);$}ro;D;YY+ZpO>8EOVpr zvH_(z#r*(&Z7?~2P$*RSkXEzOCcAv&7m~E}e~|T~BV$}&9UQ2w65PV42< z-T|=8v1+)QTd^_vHR;v&0O<$@F%Z1gDyo+RTXc`fK|Eq=M|k_ohcTq~G)X})gl(k+ zdgL1UFp@cjioSVrIrV5lR_YB?ln!4qWBf5JR@kFne$~3Ey^Kkhuay&FXxOc9)X3*o zj1+_~XGTFp=GU%4cDDp+EgdQhAJD7pW(9E-sgUy~3Mbr*$IZAw*7ixwg%pLRrrrUw zH*uc=cV>`3J~FB8Ks>{nLb7c?rSeLX$-)U2Q$^!YNFN|Z6$1%Hq^PXrDdd|&aO-%9 z=fAod=WCQ{#0r=Vd}a_*Mo2IU$3%;j_Gj78maWUIJZ3==LQ%^kcH6&Y6OJJAFMUoT z_f7G`P_^~Mt9}r`X1#xUI-F{Cmh7s+41$DPVj@RJdKpY-qyq_S=IfPp)ZQsDT<|}2 z&!ZpuWw6gAJ$MpPSB2CE(9-@etekU3DGlEkMfCB(Wia+sZzR3mGu6rGGS&=G(^Q%b zb`tOlUOrybEe50@x*g7238^-B_ULqH*1YD%0Ydz}okiv8F;xxHC%_3zwFc;cvH`GU zBXvQhX?j~Zu~!|CvFtD0-^Ix(cn{ik6B7 zg@kIoyH+P;d2#V;NBAP?2)uwz!eqJOn3|Npi-QDufdHhD$H5L-xD5^UHb`3g^yi=C zIp;|44|IEiW^%iq!zffw0VfqifUn&-@`m%2q9lUS072bMd51VBMZcwl6-5IfaNr1yd{xB+#M3`&GEp~|eQu7PuSJFirCAiuqv zc-I`SE82MQak7(Zcs_aryP9R`q_0+R8RDH$-8ja{$%l#JtuU()P|L(hT0ydia&d z7Q61zKNO6|Ki$J(jgKGeXU%_nd8MCYD+CE>?>*W!kF*V_FjkllLYAbr6}Ll)Od7}( zPtuA@+hMnp_74a3U$$SD9!&R+UJvMZhUt)m-BdYtIY|%1ZYh0*M2+jyLr=MoB8Vi9Z z#Bey>C|46#eI1yYV=a1-aFf|fJ2eaB?v0J)Cs9nu+@(Wa4SjKhb!cDSNlp@&T@9!^ zH3YNF7&5$+vAd1D>^|KojmffXTc}W7v#_GEMTJYuk29LD%-FS4QnOn77LsI?6uP5J z22swJKCPRYM6o_d*DE8*#jze`{kl*Y!wC%O=MBh0B@mx*0zTHDn*#&Wjwp6L9eABC z)+;JTlbQUBZZn6{%A9u{3*>QH2eBt65Z_JEmBRQmD8Q7Xsbt+22kWc#G3VvJy35Hf zM*Y{!Mt^c*ozCZB!7#dBk1WmYo#9J+c#?dnk82a`=N-k0+AO0iD@~N?w9oMy(x&}n z=05}qPcu>qDk!8 zV)5>ihf!7w$X3`=zq_~4D@l4_bZ`WY$K~t#cPFdx))+XnEW;Vp0m~;)rceY4Ho8)v zj^DJ^7OX{P={**h{8_htbtkLlS!HQHTAch7Q9JJXv=15Mt7snbZD~u$y z$KyY;RZPlX7fG#bWt74mX<|y}|C~SRk3fo6)IA`UuPri0@_5Y&(>DClvGZ&c(z*X8 z#A;B9P3Jr=v~v%>r*d8YENv=6J(D{G?<`4dWT^ewSgyK(&E9Ekyf(VYlebx<>jTx@ z93{Cdxhbx!i#2wmc)+<;Ez(3K`<2!0#*qpn@#iz4(T!(g9t5YQ*{m={t~@mmU>^SU zcH;Q2EsStoX5L!4y-!3-|NMQ43gF|9(hc(tBhdpS_+g5EI z??_G~;t-;sG@C>prs37_`|UxS5*R-}rb_eCe*tnWsM4eNG8M#id6M~dhlIH$9oi7K zW!I@YLJo!zdFbcAt#Bl9z+!X!cI@DfBZuLoz=uZSZ3Ih5K7I#xQYU2d+x%Q4ZC2lD z9SowoUpxQv(IyAaRGKQz|E~k#9N5}EDVRF{xEg+$%I)ufNmWv=rA+-FLv|mKf6uty zbpF>K&H(nXwqaYT%I|jk{dbWRI4IoogZ`ql{`><;?B2#7_SLKS-&TU_Rw-a8Uw^~! z`d9OX@nh~e;|%ydqrcrbzgz5`0^sR+93Au@YVXf`a8nV3=Zay+jQz(00>cG5V*icK zb6|O*6D=$*dVKkkMf>?#8n7Mz>VxCYyq##_t7Ku2K%x->U?#L-2}Een6>2sAYEk;~>(9qQ@5KM4`_N zD-qCT38kF4_6%wVORIUBt;Dhi%sy@^BK*OcP^r>bjk3Pmu9Aap8=R(kd4HnmiSJ^x z=y1O&gL^~#4NP}AYYC1&vuFy$KK*4p6#1|;J;D9LoDsn9c&92WB)y1 z%@F_=5o68$cb*vE^Cl{RWxoi8zh8(ODh7N{HMIZVVN@do!#JUmc=8|rRxuH`hpxXb z(|=~q5*8TU>hYy~+P~iack@3I18=F=+rNp`zh>dYJ)u#7X5jj_ckcHMsle=1PF;k* zhc<-8?-!du<(HrWB|uAejvC(KlaY0=*#p%+fHMc|c6V0J4^Yothf}_KUSId|1O9>_ z%H4sz5t{>zsc;_Vr9dyvX|Azf;2@nUQ;95Gm$YjCbKHXsG;a*IFk-8^9dwPm2x#0lkA3|@ic z`wp+>W~8dKU9OKk?h>$z=$PohcC!xh*{(|He|SY(_x3{2>;28L?OkwG+ry}6re z$7Pb3A|<_}NL2qi!y~l&{2K4O6XOX`TGMD}vW&?a(BGd*bSJIU8tnSl+^+_3aZj6D z_!zmCiC*u271hBj)NJzS`-HgsqXf0u=AzUR`#!~H^NqoY(C}p4-UEdkrzi3JF)PHY zXq0i2{@?q;3E6<#$?NIaUV{0-UsSX(ej=DOt*}8YVDvOzdDJ@|eRycS)K0EP?&$6H z6k%!hmAOuvZ?Fo|u52nqwK9MIK*Ya=kE`o4IKcwc?l`_&AQZ+y=JNU!-2B6G*%G95 zs0y^Zw|5s=^zET7bvWNvkU_HNv%Ja~HdErt=&VMWSVLga^!gN+D(_6|@7&C18l0uv zof@w^de_s@WI-lnSq3d>m7G$Ejk?0>WP@`NiYe26KhyklYtXAVk{Oohl+hU2uPyvg zc!Y`#_BfxPn|wwfR7f2hy&xq1ywcgN;8 z*D}91M-7B~XSiIU+$(G*Qw6kGoO{7=5S|!fqFlz)J_Jqdmn&D8K0&VDX!C>*8vgr} zlS9$x$jo?W7f83aw;M-8Pl2W5tMplyb*?I{3*X(tCA-MmcTysO^O1Su(391^XnCmg zhw&93@~Am%jVC-^+IMHG@PtBNwJ8((9j^8VR@F8X-Y6C+7Xhzbd2g+3sV?k{%=p*S z-Kh^eXUpfX6myP5qMy0_-?-oV>{P4FCTx*P2n+SL5yBV*WwZLZ_4If^&J!xoEr04i zoo}c^==g#vY~F6*w-4=}HubxAH8Hbw0?^?A`#4uF$9vxG?hz0X7r1e1@yv9ppm3s? zwPR>78%1v$8?B%eF7%FEEYX6b$+!>rNz@Y5eemaywa|fbyR|?03~_au7e*C%rC4||>Bdb20;`-NF|YNjwpih4i{ z7U#%@xrVmMn#i-Wx5vy8r3=YENy8aCt?3mkvh9-FyQY>XdI8aLvq?GS(xp$LnsybD z$HC_c7x$qQzcAqvknt9=--FIR=s(&#p?!C@KF!b|Oc5k@Pxvk36#yy}G9(tZQ z`5%l|O$$!%GgIss5UcY)m{u4+9vssGZ!Glxa#a0Ug$s?~T$rgcRighlx6pj0R?oj~5Bytk0NlKNWMKFA^8S7CQw&7cxK8^L|Mq75jdA?+0jB!@ z%L~+Fc#ujZFKE4A2qZ@FFA2qE3n`ec6w(e55BO^s7W6>JImI2vfglI&YS=IU9YLv;u^m0OCbt__8jX70x=PmYazs29 zPvBiqdEya8_VKJHd`%1*8X|$0r z(k&E0@9(nO@a{Un%cS!gg2eJRv_Th$aTYWJmM4@?V4CZvf!h4Q+nYh0b~{d|Z-^Un zX{6vhFW@@e3=lS+D-BLI`>|VKFP$T5i^Jh0-esP7?H>1fC}tcW&o34w5%*=k`iq7s z8H%-6DW)qDF>r2^>E*{NAXAM~$QRGhT6*R4Y^(bdn9>wxp)t;u9ppc0ZyZ^=?{c|z zimy;hKi*}t69kU7p_*-MMn(w#l{>5SSOwXfLtY(C*XZWmhQq*CvE_*V3tD;TJ=c9M zxf}(!6nL!MWu?Ep4@3*&k7H;xL)>mIS#E?s$L^AaY1qNNb_du%m=I}x1XT>3wml|z z`?dQ36}3bAf6o<9=XiGX?qNKZ#W>M5eVSo zhbGr6#08L6m@QxC3(DI=a2QSJJa<(Y->+BpZ%k#pA)-Z=TJjz`h$OXK>gKt=?2}@) z*vEHr{f_N^$0A}qUu(!gqgL++K=tN+B*~q>PvC9a8vJ&#{wjU<4S?v|&I4QfH7XNh zX;;%q^&c8@@AQuy)=hD{dNt=)@P2QCRV30t_Mp3~*T;6ALPPgT7GHo-Ci53*4O4D9 z`)smIZ{#AdStPz)RchO+g1bPqf*bh5ji&6=#El2AvVCsXd z+`<`30n*)jrzb~t?%o_5{^saD9MnUY#Nu$2T>Sim2_(sj74_5fI(x@vek@5LmSs^RnHeNWrXv8>qSxeTZ zu3glAZnXmQ7MK+Zw_oYM0FEA5#enL1oiE&J!)lKr1QiU`V_Js*CkUv8S5VrEIqFpe zf*}~b1YVpY+9Xo9t(8P5WR^M_UOIJ)ts*hs;wKJg|H zt-aP(-2A@5)RDQzTK zV*N?sJtjEgTLrkO*tA*b+(G%;RC_h!nPLw#p=~CU^4)3@|MkIG#K2J%jL8fMz~u(R zso8?Ebsm01lgB)EpHKq_SGevFD&D9mZSKlpa{yg}M*u#0exmQ7(kP|MCqvi+DU*1( zW91c#DWRh=7_dZaXCiUWNzu|kB;o>~TAete&jaVPiy8%if(EaWM-X$THlvAL|Ir*?75|{(0@W(H?KrcoU~GQw-cGcU%zo}HMa?lD5I2?4N6hvpATpQ; zjY`eCc&k`{mz7#rFITh0^GO)Jz%$(We^$N+hCuTyl@K)hGa{g>0ssu1Z}TdpqKwLo zQvStqT(fME7kQf9*T|&t7#j7E-e`)ctz*mix&1m@v0X_;9C_nW!Qid21=AAfF0{=_ zfANAV8`ULDa@Cm^^UxG7|&punmPN#eT?bd(!u2kwh9?bA3tLynOyl} z3dI7CcB8F%#CdmPOto>G9%y*?>kIUD?TJ)*Hn~DI zY0c~NmYKvcthozk+)qMouPy!w^+NK}cWJsky zd*n&ch$hc@@^wxJlvxUX!ctE9sx#WXW}|es#z_7>ZQH4#K7}Unt%(~#GKLqOZ!pP~ z>5=a@CqGswPEPV9l3S3kfFcRpmm|k*wd6|#(Nk7zrHOu2&JRH?VzJsqWTA+xvJ>Tj zUPD_cC6?TTXm{Pw1jD}w&a59Lh`+CaTa?xR4X_^?1N=K~;_%B0_79fE54qIiK{>v!> z^S)HSjqN}18r&X)92i?D{FhUVfAA!N0ekNEKK&2s*16{tmAuMo|8t*l@O}Q|K8V== zi^ROY;KsS<6uYnz$NtMH0_#Ax-`D=1hW|E}FaW2>Jid@m^Y8n7WB^u)F=PF2qvmfa z6RGQ-Q!Iftu>BkM{=Q-UJ*QZP{{|&gsx7SGc~SK?l}$I?}9}C3?>oMr~CAW&KC#E0?D(VpvV#I$w07& z1_`hcIXQdA*7agM9sgm+xrL#^Nh^3W`zZhYB4BP>g8tT4i!5pWyXn6#WCXw~=62Kn zXSR4?2!ZcA88G31Ywz#=0~bj0;6|wdR3rZxp#M)lpd_++BulEqY?<+z!4_eSS`COm z6;4uIo)76vJ32@bNnCvIz=h)B;c>YBQQO2^w@wpP%yjl z7QtMQ8kDdMeZQ9Ip7s{?$bRu>!&5r@mI$)`L7An~!S8tPgY6~DSvXIE8M&_338v`v z1xsSUg2^{kQ3!ghjph+&jlTE=3j>W-~kov#{`m}MYDqEX+e1Mn2#ECHnp zW@bp~*0ei1^h{HzYE>EyS6;vmF21=rjeYU3W(tS$^Jy-`p$PIf{$uwu!S<-siU`RX zW@pkFrayj^Z;|&xrb5)Q{zmYr`Z+e!&6m!=uZe)JargpF~swMOb*z+PlRLU!JY>pt8GQWDl-}&M;|;xd91S z+A{BOD=~IUH@91YUdV+Q7RuV`ZXIjTb&cyf&ChxF_jQbtMEMpaMWJeeO*2evB1b

+#vVnf0HAC4v5`^() zQk(7(p^H0LcB=t;(j{u-uG1UV5sfwVf@CnF1NU+-9r#PX~Xbf&8c+Do>I1lh0l@Y^)E zOkTge5@|@k$xsgpy-I^`pfs1@L$)ox(?RL&HTZBsRsE#= zp(dX!OSAI40}exw*CvJ;#7VRG=mlXJYSR^>XVX#8@wc1yTgTT+Qxo&&jnStK0BjlQ}xBJUMEV5=dc5U~q2qeP5V=-m>=!!&c z9IDs3q0+l9*Rtw&hoNNzp!0y7Z#vUXC?ctt7wf(hsqE_Ki{nJIk)3QV?Nz{QTa zr=Q8x>dNFRS7DMzG4%FP(mB~}=g(O=O>H&kP1EG7l_B@Yu|`ORGOyS$vOt&~0amVP7^*@>=N zwI}l^j4D7vLj2Nrt&D#5yH`ZWZUUi)0Tf4v-evw15C~cEYLqcs5!dJ0%GgNZc;URK ziSnCGE4!cHQF2^lx61cs>av!cAQJI%ALgoQ?sW!0z&U}0isnoM_QzMVtOOeDU3)|P zE7!N{&xypNxMSI*3ULB>Z1ZId^A#_MrNW;p7R_>BF-l0k)_mo9JH4_g9Lreo3MZM% z9oAHpQP6+Mr?tOEy2Zta`{XgmPW>bnpa`Vk4~~0eqi7XTj?k&wM!sb2i^M@mV2zi+ z&v>8FHc53XwsnOu80)7in$8x=>+~IB?Gg%M3X5ol*%WD>@qq;T@2SeJv+D>r?3vJ> zh%dad0*dhFT^B=o$nL*}c zZsaZx#&_!uP7`n~4v$&HQ&{lgm-ERDzoJi8q-nh2cM{Pxo<{_+;bW?)0AdfC|~w{btv&fxH9x>ji*UG;kdFg=t-36 zDmPNytW&r-*{Oj;X!5Gun+a4mno{k{v^^NJ=gM2ZeRMNRh?gFiBKM|mo`!4~v`G0M3}*!7Zq7^) z%=-Wk%quiDxau4k@;EsZt=sdS_tSuQAQ*k&vL1ju$E3r$I9%c7WB7qM=2Q5W7Qnz~ zI$W%=B99KSi7$$w6SkWxrdDTWxE0*2>9=VyC!&zB_FY-y2b@k#30TaT-zPqWCiBm# z6n)`toVlF37J4j{qG4`aQnJwW(&w%&v6Y54B=k5X6T5Q*R|2dtBGS4hwX|} zP(SsNuEp8z4_J&JMd-unlEJ81gZP?16MvNLAw`ggq(TdzS1e4rFOaD)7U5BZZckkA zyA4i+NlVBor?q!9i79-oLorzjNn#F`x;!3DH5t}?Bh3%*Vw}rU{M^d@#uaNkf7a8e zNUnMQ?wh>Vx5@VokBU8mQsl$NbN}ozt0OdOdA%M3?B{(Cc84=4!#u?A<~WYO?EW|y5nUMg{zyPX zh<{AAsOnQuXeidoUe~ji3XdbI_bp-`j%OCIReabzTAZ#;jA+`A}wvdB@Y|w^$YOO(^z4u-M4`uu95BK;?K7HD<0 z%3&`ZM}!s3o`QBO?GAGvr-uZtJp74DI^IL=T$wDo1gU(7QJhqgTNGX{LN}vo3d=Lf zs-hUyHNnhQHsh5FHw=0KFJk6-A~KKn>bKZT%A8+ZUN5aoQco^$s zR;sraGcmV(nnQ2))%E7nsa95-(a+NJk*82SGI&L)m)ESsrTq9J@$V+g)TjBz*C)?V zFOr{~uq&}!zY{IFFSZ|mgP%!P(* z)mMC#NIQ(2MPLb$IW;siDj%kgE^dzCQ-=`cr$>vO%%kR-6TKTBXRj%prXr*Nh;GmU z$=YIq8;frd5tWW5mwE9-zM!ZSblS8?8%9f0mKIw)hH}6*r zyy1sFB{#Uxw=%QFkjwBpvt1=eG14WbacW4q(%!2y1d54}+EQqmF2>rG?17x#wKVw~ z;-FC>s^!B2iRgD6(=DlVUQTX$Y51%tNWhNYc?yg&GXd_*t?p^3I6>WfVtRCoiJy;@ zstohowtr@1l1{F{h~XQ1ePV%irK#hZl|u{WeR7Cznc8ktE7Q%g_Z1?1I5;eojn+mg z@5OV3twHEA1bK2$7EcjH=c;0=MV`<9t+xU@`nB-aqTq)O$aA-3)@!KQ4{H{`$p>UT z!yic<&gF@&2Hv2JyOrgIyMS#-9%95@&| zh6vd*#**e+EA}}n`=iDUC`zA1KR2pXav9@<2=mo_KZ$w`INecK6==uPpSdWQoaC}g zwJ2AX@?ShEXdpkb3<#P-Q}Q;kD>EzjWu?p_Kgy<{+zN<7vQ zx@k{LPE;M6FRsO0v{Tz+KNQuc`p@|C^~{yHgKXM2j)75&dk* z8cSW$6}FL4NQC{K8mWXaJ04MJr&->p7){A2GjzkCJyVDl&7MS-V|Lj##!>B=S7<&r2n zixoY*D0C$K_nDl`K$m5N|8$2d{pMW`yI#N)Per3(;;0mwO&|AV zcM0kg1?jE!YHjXZr>J8`Kp2x0Lb=ftcaeG6l{RkQmwa6Sb;r$b^}d!-reV-&#fEVaz-KjjzzWbv=Q|c(990;YSmLZ7=e2IrP zm|wG!9XA0CzUBe!+;!{NVXsp~tI@2?tcrYvJbymVq9uKY>}A3tO}4Go@Z7LqpF;k` zHq+r+5Afi`VDp#=DHBGrE5DN~PNrE^Ws_T^c60U}HdFvhV zvoyhz03-E2i9WYlsS`?_M^Dnk3oA2_=a>c4P1SD@a#b>L^!slVxdweRBtLi8R-gr^ zNL56avN=fx(_;x;?eVtF4-EyBvE=7n#4iIge+{IN4kT+@E9G(Cie}LN_^L5JBYl(m z{+69JAk7WJw3G5wam$>>>!wDWJR0+vjb-dTNm#Y3Y>i@p4K*j?nWfqt4`Zo~xs^K} z*!`AnGM{@6p>N8U;$`2~iQvd+s%_kDIFGVnL^e5>LSa<=7M(%MI|e;d!ny4s0V(u| z;!<3zTbG*GcGpA<&0?9<^uA-Q6x3x+^(?U+ha>tl-?!7C@SbcL3YESRNu&znayYL> z6SJZY?AODd!ZC6UBP5-E6ndps`s#I-R3vm#e7VI7@&4$dG%C!agNs<5F{emUvdqJ9 zp9=^Hn~0FfDjtUquonP8No0|c10g*8MtPC1Fp5Dnurr&{v&;d!RFqII5O#hok zHgt)H(QY##M~BEbN4`dtND=y0!MI(Vx@^V6)|H&H{Z;#A5Foc?WGavpFaNz(fbjau zR)jDtA*Q&k{5F|xyaIpXn*oT4USx<&?qK&Zd7RN`iG=kF^3QmvBobrBRk|$|LnIMR z>57%&GA>M~iVcE7<3rW&G>}Q$rBd>k9w6&?juI+v6D3#)PrH2WrO?}#8Np^NHw?&m zvzF#x8w+uyZ!n%!4A2`weZosbx&200rlwpo?9w3LymW7x0HUnc9S>Jx0^AIwPy-9c zlh#hCfsE8xp8`sFB;c;hH;pO~y75d^7>8x)cb^8mLwA(aEA!W*9N#>V2p*lH)xmo2 z<;1Yx5Z_4->E%<7Vl6i*GEw^_LSzlpHSR@-I;&Ur@N!dn#k}3+xT4`1 zzZomH=WdCrPAR^Hm{JJlq_R zLgGC^73sQlEY58TH&E)ji^-Q8bW}0DfTyI|>ym_;>7cQzq%;-)k*G7a=xk}t+N-Z= z!>LOyVg!>V?~KB1`aPx^&an zsk4=j2gdia?J7r$JPs4rvWm)53Qd7_<5Ur}B7_3Cb+xOMoG ztB}O{p4d&ZQ$4z>*ffX5ld>f$)%2%1wy*Wgw3CoqNLz=(t>qYn+}5fiLM^HcJ|Liu z*F68(Q8R4bZz!U!d-GY`pPtRYbsA@YS#y8Sih7DN3T_VJI=}SPe|7wacRS44ccYvP6yPXe0=)2j@>fP2BFZK?@9*;=JP7N9UW$w*d=_}+~6 z${D$)aw%UR3>U$;fbiw2f7&=-ox*?V*vp&T&M(8^FKkU7AP+UvfFPh*IT!RO92m}ZO55b+_?jgAAFgPT* z3@*WfyL$-k1P$))?#x;2cgy$gy7$(tTlc?ns-{w@VP<-*?q1zbKhIBo%lP2u{GO{V zeu?~+difBaIyf+*EB*9Rt9AnI$cGA_%5X9(%12|`WHCh-OUy!B$J{jL>l$ORW(Waqc~A7EZo)-l!n|H==MSs2J02Y z6qj+4bJ2Cg;;?pLZX4Hg34E=+(Pm?XAHRtf7c-`*F-hSl1y2O|q6IkUkaip za21u6*;auQG`zP~>qqx-|TQ&htOu zTUpUh;HsZyYX6n{7lt{M1He@+bHTa)23Ltcfvb>GH2;kb<9R}d*^tNoN5<^$7XHr- z{8{$$`JW>o3y05qPXNT!6*o_`f0euke*jaJvJ_1vQQvoiWq!r^|(D} zz-QC^E;JBd_Ttrc@#^?rs71-;4NL%T#yg+H1XS_hkUkdZV5M-|R(0t#IH2uL6a+$w zrard;m^DB!fHYqtvl;&tfZx`&Z>SB_J$M0kqZ*~2kd(Y z6t?kX9>AHc;{m^Q~9%pjs^ka zfn<-z=4Y-A z-V2yX3jd(TKV*xejTV2>-}4yOwMw#z+xY(m`?gE~ zVBf)F$T&|~VkED7By4WiL!H|CfBGvV>8Xrm)>JV;jk)%uk^$#>IN#CY6O6tWBcy;I z{0L!+>l!trQk`$Q_SzN}peeOUBLbN5O8_zq5I2p*DFCS$T~`=~Y+=FKva#)}?gaxz z%04-ZUtYz|t#}*vp`kt>cQV z@zbA3{d0dWu3v?*kHi2}G%~-yngkIBN{;0Fz5rkz=+FSf_ftrUWWp38pnvMjm5jax zD0rc43{V0&k2#Ob^}ZMe`&bFk=`MSL@=exs)6qBG;OV$e(gk@d;UwI>9OU}s0j()cSN&r2mo?XJ_XX@2)S+Q$d+^RCo!%49u4!Uc_Q zz35*GIgQ@lbn^fQ*ZshLq&h3$`t+!fc#4WkN{LuxujA?0rX82jYcnhkO;(G_R#{@u|FAkU5Y$49YrwNZv z*S%QH+paO4Lhh$=;X|u5GEW9Xb2Sfr0Fu@o06coyf)4s!^E*OV-TFCkqibu*GEg-e za80h#TYlF;ePj$@((gWvB&qgy05gHv1?O@&AK3mr=t=c1@wFwlco+#@7jKY|yW`8W zuK0Gd9@a9E$EpZM9`nOyB)W%z0R306Bz#w|j*nN~S6hugJsZ_{yMUBRZxru4kJc;S zA+|z!wPKyzvzU88S&o>0!eR>0e{pDNBNwvQ5h9Ny(+n-GSo5xgQ0acRdID-KLYKky z9v6k<4sV+n*z~01SR-o>-Wj!Lfz#l_xvmxuE`)UI?XcKx)7~6pyrkD{jXCJ*x3p~z z1l?U~JH*stzcM+}c|fm;+}fUP9a*S%$AJ{8_4Kl}I^fP1WPl!05zu>vGPr}^lUnZyQ)Q5`WcJ#I{C|}xp+xSnU^3| zNEurz*~N!|NAfSlw=I|?;t?FcL#Y%Lj|_lr#Atly>THbxfZ(TJ&6@dEVlOo0CZj~w z0G-A2IVDH2q@Prx!r#XM&f%g96QI}Ewh>=bCtTunOFAqq*Kv&Lcud-+Y3=zAisC7vfZTGk#Y}n!A9Wu z=)R6t(EXBcy&`W!il!`%BY!1oxF?ut#nHEU#}DGP{)Zs+fNCItzVy44;= z?wdnuX10$uE2W70uVR$Q&jidLRDM3(OyfEM$Yj7CmzUq^JdOH3M~E0CzKTj3v0CM!gQ9BWK7931;ReT%QF40dt5_fZ_w#v8bc=}?aAEH7>nhr%A zyucCs`Sa1(Y%PE3*2>7*02SsbvYY#c!SK`4i^&QD9ZU@jLfhSIkHY$; zkH$Xdyd5xmL6jx=Wo&z@CDLOe$G zE~ZJ#%2?+QFjT3X|KfHtGztz^+!Jmu<_U*9-?K{K(_Cv*!7kF)aFM z`?b(F&&c#oQ&}~SiF-n>i(bH06cN?Wi~0WSQf&UnOS%L(l@xv%LLAR`gCV5gD|)>; zP^P#8*`?RYdeM64%?#+$q1Wub8Qm|OEH)U*|6tS%{cw;LE^+Hd%)4Z3sR zkrE$3{`M2nDIRmy9Ixf&JR$Gy%><$0=+U_E_WT8!0L$l9Tk!U+&F^}tEjq9Xg~|?u z2#_6W7y?)mSu&^eiuG@2UAM#T3qfJ0()GGcE_;_2^VKv&h29^_3~?5`l}8>KkM0A% z?g}c^Ye>naJx0oV1QUHrU{)cMQx*C=Q60$I6!ONNBRAizfWu8ej;&C+1YeN&%|t<4 zYr$iPTdcQAsnyF48O?C~ot^K_dlPE@^DeWy=1m3i`!@hbMEB0w^Nv(E(gTfXueAdD zL*!$LlC}`6J1YK^znLRnX*yt2Bq3z`vp}bdF<+-9h_$Y>Y$=~%s#rHPvqNH=JDL52 zhedk5fl0lh(tA@HQj(8&Te`VLpZfY3RQ!GO%QtI4W)UFh1lZWNWM|M}`K|(9QDIun z#0K+`YtHVsUi0MPDK(uyn9ja`7Cn1(B}8la8Z%vxP_KLVHshq(OUNa4lW~JdBPXCT z=Ac{^RCw#%m)3^KS70uj2%e~GYu(!CeM2cji1nLPb?NoHq9f{;#{*XhA+I~+)L>+8 z8|wXm(D_bWpXX<Rb} z`#8Q+xz(T7Mxa-qhjWKv_YiI8J`(}6V_Ns@4A83y!SofPh2|n0j4Y+gP@bw)=r0NW zt^uLOv*`tBR&C94+icGr;kbEp_xQFnmAg*6c#XBOHMT6gZfFePenLtg zf7F{1r@2iuzLD?Y#F^8<HrS*VNl;QC=-^|^mVhbEEz-QD8;>Q7kNF02P5t*n)9sIx*wQ%YOM_Ci_<+S%c|9b0Cg(J)@@i)+s^WS zSbE!#<8W)N)KY2!v!?Q0FNaDS-K`)kTl0A#vR_?u%b};@;qGh~yV$#yyUP^7>(oYM zh8D`FiqDqH=4d|h#?;D7m&!PE$9V~M?9TU2E{T9GmCpTaolBYqJJ9cLy8~o0TZY5c z)^)l~1(MZU98L+nMFj2X1$#2|`&0%71}0gbZ_0hwEq?oZ_GTWuB(OPlipR7*VEEqj zq7ctPH#=xd95IHx6`EeKcJ`0~QP=Za*dzA#oV^5vs@63fzS+6YE_JK9Ap6OWd%jf= z3ywbB0B~t+Ee5yL*UMf#?`)<8tH;ivz$vOP*k7=cj(9?_7(;QLNsXS(v_CFBF9W2v zfOXan2(6lIo->^Gc3?=g<)xqGATwE>Zw^&jJhYu|Y`r%f3&_a%3}HN-=Tu1HSaelj z8y{{zZ#Q^(w+p7HKO~658F|Z}Fse6opTq@yWK!UNC=R>6wA6e9b$xzzcNh*9ziq;Z z<~~%ZR$BQPXuloJY$TO76n`-K6*)!>>K2Z6`oV}I7=)tfGeRDk zfTSa+&a7RGKc)A5A(MZFtm=xFAN54YakCswty~z4xUcF*GwHyiTjNy#pz)>BJ+jJh znKeeu+d5M7w-B1?GrZo6#<@;~6=0KjyUS+^U>xe}!hDP>WwqUWBALLzxEUw2SWbzx z9;lv66sQdm(FOx1c~TWwAHuR=>)>U}z3+cXocGYlf-yPwmQQVrLAR=iHSq?*sCBRE zw+)t+ave;+g!EeeT=FuOSxXKsFYk?G)0THRShOxiRSfHoV_-QW=p5+~CbTu}J7eyT7Ien+IN367Dl_o5O8Y)WNmTU zH#SpjISw`LOn)+Zmx~GhDl2OU65_J_$aAOIeRTLs?(63ae*-U$DF24=q@<-tbrf>cN&q)i%ym6(8GmvHC012u{yvWgvJ6 zQ;`Cv<;XBJrJ*5Ia`EC<^BK9; z%PXOWDP=FJ3L1Nn4x^VQq(fT?(`n}C^Oli$i%@3wZv9>Xau1ul%Yy_xpSBF{C|2S7 zf2%{^^F^_ytsP068)~3tvuWDV-g8J1aakE`%Dy7OFZ1<7L|zxH*8VD&BLgm7Pcl*H zX^pI0ZLK@Z0MyPU0m}Zq2)4j`*aHiL(yX?0qol^?$4>jz1h~fAD20uriwMG9e;0R;H-N- zdNoh(0XiAVjj}s%#bjQ~dhI^Fa$dQC?xu-rMhTxM3wtLlIQjEVb&{`)((<+IA|?t{ zWm+Fy>gN}#nwXVcn=<{^O0ezPD%tp>KMbJxR>D{gx`0%`I$K;KqnF!E+wT=C)BJe3 zKZN2tr^mz2s(-Tr6y)X{(Jbb{(3Z_>|End4>xA4fS&gjeP`v7*=N(JUR1LQ67M4Xb z2UN+Zfkb?K>u6>w%{ZF? zK@6UFj(2QDU@gOgIo*DguR&?58`4UApGH1y_Gq$k?Awnnm2>Oj?L)Qo~VEI5Q{UQFGe%!$KJQL1PFPf&T<+PH~Bxx`+LP0L6#L{Li=Ul{`ua%Ih zxb6{gqmQ9}dN?gKqo_tAiGU@h9)mKX?GDq?k-Okx&_i=&u!pa9mSiMnzVMt@)n#uW z*QIV@m$UKg92{z=oo|3?<8E@D?ycZu{+#Jq_d-dSAz!)6S&yrnm;$SA?V!$A zX1oH}{gzE@>djH%2Gqc7CJbg~LQKt2PHLKwN>gbWUe%y^jrIc?!Y^UWuRe7k9<`0& zSa<0cQ7h}Ndi8aHJcxPlHBk8G7v)iK=?(mhSCH@PP&d5{Z941p!3-B48?@RC{VOCX zUi>^%XF|b$XD83!lZBLceH2$YtBy&=YC<^3N24zm(0nzleL6*4Ht<7)e8Bi2J&J{R zy5L>ToqOk#i+S@UxXdla&v`HSm+^*_^G^F$OBeU;6^S7uG!U7`s5hU~U3q`I>1#}p z6oZIL$dPO}N>1l<zYRCYbJx4DUo zWttPtJGbBE2Ekhw!jZAFh_G@?>d>X)8oAi<1mF?;J5Giwt$d1h z{&88j2UygC4KvHMD%*whGpQYwsk%97j~&NL{xTpTT{<2w#XcL$C(eI&v|XSPY%3M}k0xKj)wZqHh4ig#@s^ z8P5ZU%B^2uXqXH{ptKA`51-G2KxPN>yJk{ohJqFJ`)*rY6w1<1 zH`JFr1ieBUvlrvFW0&Bpo_kzwvtD1KGm9s#qv4k$U3{G8)*mZ9uomZS=YLV}eiMV& zhy;skP@mYoVLE%Bl)eo3_VP$$@*w;eBab+VS$B0X@Q$zb`U z(9WKGmhr#67@W_za`GlZh$vq+hz{Y~z133PLuSxmZ>zA&Wcy}o^g47eg`2w{OHDiF zovU~6S2S17^H?6Ic6duJNoH1`OH}a~V04E%o<>(ZFT%A~|5oQG=z05BD~)H*Mo{&y zULEGX7K#8az#o!PXO2B@vChshrK4nb^!~*(K6;Fg<+GY;d^JOba;`3Ib1x1- z5JYL*O{EzEbEG$Hp7nEcb>j{~G--|Vrv2e~x9m}s^U3>$4+m@S-Xva!VMxa_YAdzv zoo6*a&N7*i1(nq+3bNmjU({{#yP-zj0M5FHG2L>uQN*?u#t3Rt^GNlf;rEBcRmT!Z zD3C#t1b~KJ_)gud-3U%&>^fe1F8NGD?zPJI!R{fm&f_xGmGCK5j3T7lfugdul^rIH zH(9OTvN%l5D;-tJdF4b_VGd8K9)q_RX(2mZdBD@D*78Q8Od@_M*=W+kCwBgAQrkg_{Wa-SgL zLPvXq&a(^IpBGn4o;~!E8`*`4kmsI-cqnZ6_sICYJ~BFTy6qL|rEd{8p4nu_*8?HM zj!FoItB4mh;T7)uOGGekTRnOy?;Xi-py(+0HQkZ1u3>qIcMc&mG@jl%=5q3gJ@Pau zFa3?YMKpXli#isn^~%1fS_Z+oUjqWvpv2#Aa7%l@$B#{BqSi#u*{{z z<&cj8!dTxlbIpi~aG>$#ng4nY%HsW6c+L0+#)6&p7V0W=gv>!<7>4YVCD%bn#a3iH z%>4IxoyuZcsK(9A8hj*73p!OqTsqW?KlH< zYaO{7zeX}B_~*ftPJ*F42~_4y+7?-0QURi^q%-5R9(-$8`K2ji%39qh^54I=a90}V zZg>_wdd|V-M3?8vbAr2RBG8#FDoxYs);l9ze=aKdJ9?cLu`*sYO6=|k)^>#YH~??rM#o;J#~ppdsQ$w&q)<3L(*}g1 zmg@IGroRlQhZvQqxX@-q(LBR3o}nQEbn#9jyZyHyl&zsZI(=NX&OR8>b7rSj&GEy< z4g=f=#?XDMiz#wR`zxDnltM*3$2G~Bv;GZ)}?qt2x zME)NIl_v!OMa*x0xF}y`|E;*E3%no4nj8)JuM*62Y^0|j`rozz3VImcO7rN%-^Lte-=j-#=u^S z1TjHZ6_x#?)&xTn#p_7Rp!_zYvx}4mqegh`HOW7Kpw0pe@&vN>!;8}Ruqv|YnJ^>ROZk7qF})SCQQ6msOi7>v65=Q5jzHt4d)L{=6_m| zl!42q$jzNH()`z@#z26L?*Hdo7-R5lQ!9xk2dD4fLO;#Fe#viDPr{Fjb2=N$xR5Oo z+4n=C^+moH03}7GpNAmuxgI(Q1{)i#XDhU!(@S|a`%vnjIIaAIZwJeWc1=kieYQz+ zK8dfZ<3kuHZ_Z7NI|FbbF%08i1?h>Xo+OSnR}ptV2$v;K??{_0Dz{cl2bABi5D;c$ z?K>%hgh+u{b(p*~M$RRGKEAb7nF@g$Bk}dRIh8Kx#omMlg=??h2ZpAv9hb8MM4>3^ z9t@}aF#+&n^Zp!ol>GPR387Sb6F8{6jtN z_OwNn=|lHWI(??mp42hp;oH4c7E4>_7u7;;GCT!a3aR`I6%uPPL;^V{M#gLF*I#hj z^W0C2U_QLNhVu)>!Xaj&Q%FN+9pfV8D;Np1#KbE~1^n1Vr0LN5K1T^_(JB_2*jp%; z#ouIbn!7Nl(~dc&a#`XlOnx(1K4?~vPv_h4SR^|HN;eMMc40ab&l6RK3sn*08Jj5P zR}!iG++5mk5~(CQQ)rN+k^3#a0A?2AUXN3d0d4Sx5TI*`99C(tyn`FJ6=xjfx?SER zitD=XmQ{XvKEDdw>SDQ_v3Zw(Td#nStu;a*!Nw(ocC6b6IQ@p=e#>&LQH%}O>ST9+{RQr8d>hBLk-vxb!*oCDR`DImfuD!w14W^cyM^ao zxSFDh{+;s({9Hs8G&@33xdk#%*i`5FTbjt!NszO+@f(QQ6n7_W)VOJxE&JXTJa#s05THRP3E*~f*AA=)g>5Gikt;oyy!*(pGX0BD9l&L!F}!CR62#uU z;AHj>wN?uZFF8!2fODSoQt%OE(D1|%po16V7j{%yUg;I6@k)ElPl~V$liY4d_GPe% zA`;k-72Cfr&@Czyvz=u$1}8IPVY!>!4KIvUx*In%Y+NA!7}2knMH~yxvFvf#yq~|3 z`G^$)Auer`Z=J6E83XHD*H}|1la1iqsecpQJ9h+TL?fPvXVI=rYB$+Yrm0SK?Y$&z zGC7ZorFJb%tu&st*_l{TD^Mv)_Iez`F#Ex6@*9akx&9l&7B4A##Py0f=kjcWW90ly zL0Um<%ki+AtFsNABLOP}9yMO_kiQ{}rc8VKQkkaEPas(~g;#<*{{l&^`eoH-pK*(4 z(w>cV5Ng}V-TO_86U>_&?M9mH*FB)jLTT)s3^14Qxh)oFcM%G-X!_5i$-5r`E2G1NW_QPd zz%zpNOvJ_k*Ci;mv*q+CbW*mpLn4e*`lb~Y5qr|~rXOr_IsYL>hL?Qw((}AMU0I_+ zbpAH7!Qc)@5~S~G`K|d{N53!jUBZ`}U1IWnCaC*QdL(@?k2rwR`G%hqYh?S5o@mKi zNdB(fhN1K#BJ>?=S17^jla>?hMkC1n=(H)DdF}b~p78u!r8;F0+>m#Ky2_tHn-FFNH&Hoh?yLwJXor7&PcJ z02qQO*#W5TzRDww`N1*w+`T-wQa5?qqdP2NY0qO1n!lC|<|#A+N#o_B&XOCgp9o$_ zzA{B}9XHeuj{z#v$a>u*W8Ny+TBaDV`_~?3%X-C1B{BQ6RnzCL{Go@Vt$?aj!scVq z$BI;`J=X&^xAw7{h&g_XJI1mWIRyT*L?52ntKvtY@2S!f@oz?G^&i%YR(ydfdoAm`$@4S5#d-PDaS-i zH2`~3-*cH~{tH@Mg@ma6dq*!~xNnWyoNlCfOKjZ{`5!_Gu5%dLkP)opN{f!3KhNE6 zL~s^>g^2jK#Z2;j64r_WNW8?R2)32_ptJW4HkP`iBxEt7@MltGhiP(zFA|S~T-Os% z9BfC1&B|eDb`P$CB>@2_>Z4qd66F021wf!G$2ujR!@66?ef8I!Tz&&8{vC@DjM0y; zr@|sWHS6K7fO?npJ5`23CXA~?3*4NVz3lMQXYf0Z>ALF;35zj3xAQE9No%^enS}FG zje+Yb9~^Gn>P!1UiMj`U1gY)aY^@eZk|-I)zprDjgc#VP$*sj2aObb z5dUnM;@sR)(=7BUu~uJ|G?5KRKV5_Q&xzf)TWyrH+?2AHy|4QS#6@n6cTlpKFTsV8 zN>L}>bAr9Kr&YB!&I~GrIp^T4NTotLxilJp;XVH7RP<$a3QT#rUKB@j%dAZWBZ0j{!wIvM>_+f}1U9miRi!K9X zIWo3?_cVo>i|}pE-)lIQnE$$vBSO)O5Ec<_41LqKc;zA!Ra&!+} zYWwRIA%#x8;?Mm#=yJ)eU|LVLJ|YSLBamKpP;UNoPwc8eBfZC;FK}x{Xd@WwEI(9N z_+kR6GeG+B!pEFMw!~NDSgC{2MFCwPnw07n&X($R<^;#y-!>%t)Oa(G#p0RG`ZdK_ zr0m*e30t}}T-oW*X%#=QYXrv8t7+W0V_4>5wU{==v8nXaOT1NY)nVWaS;+m0b9zZ< zV_j=;#@(075UVxp{rcBQ5Q+76+$Xf)I_O;O5l4dj?mZEGspMJd@WF;9NSmzS0G?@{ zRpb3c*9++k8oLAkE*g(<`~szx81v(BUh8%gW(+%(*#`H>O-E6@@_|wnwWi;9k-8!% z)vc}l>m>)=1s^J;b5F@EKShwt@T0`=c=zTtUux$$1e_&ZEc)brPSK*pAm_`%&tP_t z-Aj{Vsa)(|4n-Racw;-OC?1~nt>1=9v)ZlUjm5`l`U0+xfa2%{ea-x2ocP6FqUSq7 z@q2ynv?Cz-Rs-D{$mpS$kVLkwwm5T%-KISlztU6g&P3YiO=l70?9taBc~R%Rpr{*Q zC>2Od%Ul3|x^<@UvLputnO>wV4_bqNF~2sv7n+3n`JwBqJL8+}dtN_WmXD)2h*QI% zw``Bzc3?BL(JP|G+22XFnjqS@8Ii;6{ItH+@=pP}tw?+ZT&W1ml;`I0v0V-RBqZp< z(lghG7j`L(kg0q*j)9bcP>eb~5SN@3HiTKTlF+p*A^oW6P;l>}sXFcOMn@vSdt$)vwhAT@r?&OeIq48l)vs%*djHA6o@{$AYCjx!~pfcT82%hRk zIjDNb@ai>L$~<5hQ`9|(cODdR`b!I-~6uHSj`}IpKNk5m&kj}#|q7#@Ap5(?u>RfgVtM`rm9LCeznqde}+ zxk;+R@Abc0$Su`2HLYxv-I!LzJh>!3W1*n$kXQZu3U315p`kXZ#t!yc5U0&Pg=2Yrh^Gd#RnLl&QF z;e$0#%8k@;Ao{)T)fDvLhVM!yo}RX7vJ2DCWvS@UTmIx~&@QMhB897fZ9sMAUCu}l zBZN^SPhd`XAk-m~#S-u~LED>**Wq<^8@Ke!1gPZZj;Hbh}! zv5}%E!Tbi#P*ROMAO%Am74l4Hj{W9w0V8<#8B>bV=SCN+6a!)3jSjl*;W)O|mn?=W zNrPe_rdP5PdPT5<03D2II+2ysmJ^k|cn*^#HgAv{6^CT}%h5t(H7Bdc)$V+{(rplE zv-rj=LRdSkSSL$EX~ckhXDXj8_YC84q5+va=>wTGggMi2P2Dh*SyRUV(mtQNN6e$R zr!LU8QPk+;8DGZTTX}L5z70<(yfr3X=4+bbCiAcmd!K55UVj; z*Yf5(^oY7Co&aTyg(W4)ojzT-ar|&9#p(H1{dLkbu&=|1PasdH7G3Xa`>g6|OO3&2 zMQIPV%jW&fmBR#k)Y(099FEPysRG$k>0iwRvEzuC4NgkG`wPNM7p3bSMQzFv^_lZ& zf?FDw@fZ{JzZT48(hN6#{K{y)S-3t783+hGeQ`1c{+6$e{Rw1iJvpXfYxdBp2o&FU zKJ!+MRo5oEwb^vgx}UWugbnC?NRu#P@UXe}`0RNb^OPy=18v7 zN+#IdyiNa+zAbK&08Ren0+?Dg})utSOrD(B-f}ouk3d`h|vdp*WVT9e7@}u#YI`h^y1l!)% zNKPpD(snA?`zv9435<9)t6@iF_hs8(%`{d}OIebf9wS;(&3-*6twL6*1{Ad;qAzJK;1?Y&uv-Y4Dn zZS7*-d2jdpKJbsWrS4Fs*FCPuj_ZTgN+PtxO$oz%qIm?{PhsgMdPkS1 zGUaCqWX$TnBO3@G%JISw>Rf#%S!t|$UQj2JCA5KLVRZO~$G-bY-J6NDPQ;G=Mq}rC zj&C6N*k&tr=Pd+d%XzDUr}fg##<^DC_0V(ed6%+I_p(ht)|k^&*P{TddHUjQBxh>d zt>}%zw(~HxP9*5{sq+xaYdenOc~%eJtN?53v+cowY>)eXWaxix zkxl15Pm^Ol#UX&*H;#bGDnfbB;{3a{_^Tds*kestnV4CH;_KfCw}TZu_JXjf4>Rry zWC?fFQBwfvE^bOIY=g#^i8_jmMN&P4dQze%MT_2ta6(a%f(84B4yQib>oKFWRMQ|X z?0yIOLluoL5uM%1)#dzd^kYu(2|d6jwTL|Gx1NSp_J=HCA;q$nN(v)NmuQqQCfrz) z103#RakPlRDO@0=S1W$WG3H4pQ9WE(laZ18DyBQhmNQD-Z$!SpjlZ<>ypZelb0;$lzADr6%djJ32!ap7IzxybxBJT^?2~RyX zsR3aVgf=Qw2&{(>tf#Of=V?SR2$4<^vUG(i`_mVdRG7O4}nni-k?Kox+VryJd>f-F}8quOR8=?BQMI`58J?@GO{SAMKZ>j7%tR&fGM{=g}wFU{3O1$|+C zG_zyM!sgG%g+dpzH3MW`vx!qxKhDv;nXQ{mM!L zUJ;dq(T3zc7K3hKoB{Y?wnn*C)SW@&o6nbEM??%V#jfJ!3Q^LxZi;~Kw@oRjfXBpo z5|6DOgLZA02_Q_Dx>RLeci-R@2%Lc#0G1@jO)}~&9r*Fusl?dIwy`2`qC`a-FT`up z$;qi2mqqL2z{}FF%Z$J=Klo#zjueMU@A8*g(>=AB3gcigaq;9zPuBYV{ofVi0VP^B z(tbtd+a!v6Iwl2@edz*C4YdG26Uas$uB@nCp%SnnodT^#ek|5dLcwGHw3;pm(t5nv zBIhleZl8@=Y$3;`mww5q=OT98J-kTPQo+{O*%K$$HI_Za#AKVo+ld#rkx>2azu(8@)>*wNNG9nP{krV^tBSec))XIqZmII@QnXr-w7WKJK`J-zd_lNlpc74XLhEO;$-` z99vgz1fu%;%!{Oa)d^p4=qx~N(xs`q>rE?5(hH5wafnN0u_x=% zA6y~^KYSizUcVQ2Un{B0bxHF$?ahuH*ksX`UC5J5VO5MeJeZVGgSJR}CmmM}rtv7W z-fR-P*DKgYPFj3JUrk`uqlaWMHgRaTn1#y%mZ!8~P$}Ijjsd2!)^vkk0V8eq%6gy; z8uyLdgh8E5XbUt`XQ{eiFqKryoH|~BW2Id?Kafz5iu=lJdMefmBHKMk zE~|^(`}oRhGbzvHah^9>0p~__pmz7D&GZZF{06m$lM+oK0YfN(VHlXHhFI6kpwnTJ}vG#itm&&K9NbeQV)$@BQdyHmsZ> zh#{5Ee^RP>bGjjuBb@jn;Ss!~SXY%M5 zSn0gS&7hSN!i!k!Ur|+X5B3T$ckrjt?bvcJ=|m$4LAsh<@C*ZW7_Tyes~yfP@!W`uPwg8 zfVV7aJXiXw%3AXj9nES5Y`pTd40*PRbfL~uXPyBPuNxTv+`>$LWeHJl+J$McarDLy zX$!nb=C)u|Euu-aU27oxfgXq48~r;wee_0kr_$u8wZ*K?Z&;=>N2j6E%=PFIBrZ}p z9Bf2f$_kD`ZM1R&rgYf5ITZx~stj+wkL>38O^u|YN{;=4ET}nlnWDooBBXPB5e@H; zz{kEn_-Z^y^i*NiwsbX1ogc9;dxlxOH8k*f!Gbpl!ma};TYugFfJtPOY~4O40#@@% zEREWIg_@5O95@e#ne<+Lrl^i8z(PcaiqAR**(HNi^10IDR(?n*6cmH?a%9*n`` z6tgFGn0(1~BUK@25ze)3qciE!2k&?lDdc1}&bHiw%lh)k#Sw{g?e8U6hSZCyX7|GV&@2>f?O0vSJD~x!JKioK>HzvCA=K?;bLZNKZm~xSs+@0x3 z&ml$)it=AGump3N63rqvS3@3KQUdPt$1+y7mTN!Z*FTJ2D9RS9mN0fWV<9lhg{!W$ z-g_k)C_`ae$YXjwO7VH$Cj!23eTttJi<3%6UDCRVjqwqGoKDy{9PVp2KmoL@zc1`Y ze2PsBfN9gOGuYI@(`6-gPv>=1E9WCq`(`OGn>inG5#*W8op%B8#qbFBs zKEP`1Y@=4@c_rq6=%Yu<1lJz+*((yP;y}rsO(1_?3 z{+&wW!U}?wgtANx~|Hfd$q@&FD2r@-#b@?%N@_=34{fx_MCo)<_ z*BKhM`E91)qmZ-3ohHjCrbit!9rS4L48h1=2WR+u#~JMD{bLZNS8#8uhM&Ol&UoHL zVSFExx~Ine``2&^w&dPj(%t~v8L!TzJkPmiX69`3Kj5KfPcR|feNmBU3m~|oPV#As z47}B17?$I8z=xBDdqkv~LR9nr;z(m?tB5+{N+lr;D22k4cP`{H9av9C7NFlB!fb*5#Y_ZJq0`bn|>%Q9g&+!&+pgqesmdW0gYTB#Pp z#oi<&i&e&yP9j}Bc@qeDOs9%@9k!1}9u}1i8&-mdbINTPfF0mJFZBc<04y3vX^0m7 zic^n|n}ZuX2m@UAe_lD7FgiJ}hPX*l|L_I)`&-nQpMmqDs9fA%rk4NX3qT>oYP@3k zpU?i$R3im`j!T$W!0cJ0KuwcFq~b6 zgxI=t6_-Ed`EY$pAqnZ3CL+BgEFVE;)_N>9+uw!_ZviZl1NO>mN z>LnO9a08`JHTQuVStPf!7uaj3Ntq$6Ab2w=j=bbryu{iV^ zPi(hy&sC|L8IT|DZmi)(5S5pKg(~kqNNF;{m%o}JG^Bd(yK!&fGMm~X$dGlGtSmjUnDgmeK@^km= z*SwCK#Ur2WBDH}~WTyW0Y#yHJOa?gF37wRW8sLg^L(jGb*p8q_0tLEF-y85rNm&3Z zorI@DeoU9lAU;6^={qxKEdWi-wXzQeast-#8^D2|%6#OOwFvL19g#drf^3KCC8t>& zZ~zr3btUGuio4k3(P%e$XuSAt0|*11r#9_$FOaTHs)z>1|k%Et63)=|EjtWBKLhW26UZ*D# z4xV=|V=WR23_3X>`!g*Pm*j6L+)vlz0id!%`oWUEQDiq$#KWy1>xkf4wUlx9;L?Q0 zS@E#p*EY3Q9nG8DqOzQi1-)YKzZK38AEJ~R<5@MC|2itpI~mK|SgSS9>0|_Z3_L#E zncfHJ%T^nG2<=r^^Ns@!egi%J!M!2TO9S(~RU3f>dU1gXI#}A(%~F7O7ON#x*LvjZ z-CqyKE|8{-+f509r}ni>@!8-`_|bAWro5ycJLt2O5esn82YQbrl6bj?n_nYtfserS z(>&IUoOyDPNCdQxsQqN_&9?fyuB>{7m8<;od3F3ZVnU8@fpeef&T8N$REDk90RF^^ z$99&Q{BvSKn|#dK?(THcNXHm-=8?m5N)`yt!(QB+t7Omr&>AmW!clHej$_t)qaV+r zYsIWl_P7LfA44%iJaj?b8i{T4yo@r;0KWoa)Bi=*TSmpTtXi>aJOHUUwY)`4$BA zWoFW%#}&TG@06uVVDAGIc4-p|$y>uuBY1&O4Ho(py$5w#UdsN2jqR+H?M!7e9ubCp zwV%$!YO{K{?b++xk_eba0aI5c(8*Rp&-2v84>e7fQa3@qd*MebXnkz%B`zRXr0V*#sg!A{T1*z&FfM}3 zaB1|*(-(fVHqi>=8qbXCHpeaya^{rV#!yHP4yV+Z{F&TMwRxl2?4%j1mfQlQ1;NIH zm<}E-E|g<93|bP##*({BZE2iK_0}zI$)@}Oq$pN)AHgpHd79~;Sva2^>S@plt7-+t z3-iWqR8xrjzR4HU9*$O}G8^sD>3e#IogT6K%^S`i=K=I{Ell1Cttgx8i+6VI>CKIT zS4UC$xeJ6kU0Ek5^py2=H-c`7H%6uJTt8EK)0_dZZV0VzHNkTjE*+z*(*Y@PsU#fA z4V%Be{0YGd;}T%BOW^A9^ZBc=9VY=Sb`?^kZ-5ow{ev$&&YF65*ttd|f)nEh>lu*( z3HJS|5;~?1Aii+6XIX93F9#KmXvBBN!6seZqSe5jdCFn(XZrnpmd|iKK!+OCQ`3ki z1>!ZL&CV@!bLU3?%uvyK&^uR8JMr>^pOa80ePy*~~39g(4R^i(Ti5huBRHs&G>|2|&l1(gHaii;ZU#2e=Rz0pW8uCp?@H01xRmwi- zd-Dy`zl==St*q8AnQj>94?qBQ&$^~^SW?R3>r?TE6C2^U+G$tM6E7|EZLz;1d8z|! zEpnM2-o6*j+kEG;V1!rrH(~hW`>rmB7LXI4ibr+a=y$1K{X(Nn`+okj-M~ZoE47et z6oOSi?s0X4TtCeT)hNetVHUREyy^0J{gHx3fYah$t5rH9FzrSuU=^u1klzjKquA>nOK8kSOM1A$djp<-X`ka% z(23TprCNA>(LAm{9uBkw)V%NT@j=X<(Uc(P{Q~X{48W z{v*)=)sqYG%s0EtXR>#Q0hS+lWLeX#4-xbGir-t=jasLQ22|?^L3F5N|E;0&iJ*^= zoOV?{`D;vAb6vq|QUOK(IwaTz?x7&`A%CMfuKih*F^2!uJ#a$6=S>>_?i<|r8^4QO zQg9xnq3YjP8#pw11H(8T9f}_y`Y*_mgeLU(C6V9p-!^Vh=>9mj&)^@4;-AADr9_}? zkKY_y`1kS48|d*%A&Um~KSkEx@^?J6&NjJabN$!rDk7xH&)WzOS*n>eW@C~X8m9Zv zz!8m~lf;W_P`#DrxZy~-T!MGjb+Aq=HD(M)6jcwK*%$%L==H`*3^I>nM3D%J1qL)mJBnfDoY?mJSvSmArE4iW&gZL1X$7I8I+{} zFQaKxYVQ50gMOo(;BjzR?0eyF*bM4gqn?oP<;{VZJf&8R7`k#X>iM2qp60dgAZ9;6 z1sJTDFdMo^afG`EI{tkun%CsY@_0YYCmL5h!%{TX&}h_evbKSDcKqj6wRex{oX<)2 zN>c&_56@0Bc%~lMpY4=)A_226plwV&mnS{mV~`8j$t8^PCzeJ7EiEZNlN@yYdG(vs zc}qvWc6Rpj<0=0xXT1xvT@`}RG^hSN>NZpI3DWs-bHtC*hB_OX-canTw+tgXK$y#4 z@x>yF=gF^CIvZTNMXWzKfZd#5&MKql>Y%CSY!{adtYVA|y6GZTsuKDF4 zP2IdM3KSjW+vSz=AW5#lf{e{4=Ra1O9rli~6GkF$7PkB4(~*!v73zb}LD;dd->74L zuT$dp?i?Kvfkn^zGF1-g565`reVr|wEF<~uucwnDDni! zD1?*mt&bn5>5ZYNOLWW+3n*V9c)H17~Y(ztUtzq+t@mg<`>~JH zNc4>UYCbCCzuiMsTgbBy**C81ImJ2(C0*khihxN~j*aEN$<}3Hu|D|x?L+AKj__Bb zjYD}qr;>uHj>!GTFNb9MKG!e)AbI`Nlbe`nU3jUcTUiH*cuY>#$l4Sm`RsJ#pf8v% z@CRXa;ZIN50@6OVSqsR6xQV6ij??XP7S@$#se5+hyB%$RH??Jc2lDA!mU2*w{*3i3 zIY)z4@#F6n@buF{&DrI2gOO2GbNfRjWILq73&A8PyVb_|)sM$t1q?0{6NK}bFavba z-jN><9>?P`wl6q$rHj=gVgX~a6yUK13p_nkTiq`I@Gfd%@SLKGpIJD(%Nh1FhvL~f z*+mS_r-@j_mTiDuVH60SG=6K$E2;B?{?*?~44= z3#aRtKgzY>RZpApbW7lV`Y5WSG{WJ~=qN1XKbf4(R$I3?{jvi~;cysIeNA3yazLS% zj<)7@8N@L1iP_Hb7TIFdp+&7dXgc4()L@UcO(;ZxH9;-+X1efM_&L{(Wlst5$@G%J zlVN4_lz!HsFp)~YZru$sczx9&m^HZ1#BaIq=2@d!$8=PWwBlhKInVgv>K>Nuot5jp ztlqgU)C)darG35(jd8>W9~~Qx_mQ9(e=FA3J*RvHb}1{)JfA&Pi#pVr`OPoKdbwO> z+2FKiR|16hN6@}>JbI^F&9sK%GSJ)G_k-O|18o%EF-P5+SEnnWcJ>Q*u-p=HVp4H@ zw4@$M`@~AfTC#ul^b(PMSW=!K^OxY|zO4`WamQt@xpq7rBcu5GTE6D`kVzJp=Zn)x zz3Vbek#bG3Q)^qqU{4wU=2+5uW~+4OP2TJ%2E7`N6jUZp|>n3C_N`wS!{nImZ* zqd}-ilG0wFUozM4+mHNqWVKC7>)95x0PHFQ!<2=+(o4$U(mub;I7Dm{*$T!| zyPl8Q?!nh>u96$zdyKB^frpQVp;mLv6AP$?KFh(E-ZM{F67!$u*Q=J=j7zi-79iG4 z1ZU2C!jJ^UgdGre&UHsad%!)fSveszi@~PQ|AOFf%?U%47ynZsgZ2d;qG(m^6@Tq% zmoN+KT5#3~o5lJMhBJW*ZjK=7J z-H#S0bBoly6-e8kY{HvnR$=U9?p=2WVzqvtBaaI;m8cexdR*}RJSP~NopZ!Z1;AdS z7ha7i2=m_OfU}3kNdhpfnVqF^`-IT0R*i2)&KnO_cYKTj5)4^Gh?AmszY#s8486X! z3@(?1MyvDFKsxbB!$47|0NC?-)OWt z1)(?MOU3Q)rNCf#e{?-sGQ!SJLcCyq`P*m4HeSDAB-X>->B_DIaQ~vWy5I$u0Ji>* z+qi{afW^MyqJ5pw@u9w1pj4ZLVX9c|>}SslUM)m|ing2hTfaVo{xp>mOcMkrswt^8 zmE3Fvv`2@)+UBYhylBJB@yiH;0X?FDk<1!}r}N>wSRlYO_pVL#o6mC|?MHd{p*~0N zJak(9oo5YzPw~zGhh9P8ll3B{;^t5)CoiYtMl=!E&QAmT%hXrnyOE!O6`U{Y_9?GC za_nlK0i=2wFpkhgFv%1gmH6$_f>J5c6P&~$PYh~wmCqwBQ*D2zAte1UQ*Bey%KHQkPG&m%JjIA{vWj=fcR29!2cY z*7@G{s>C8~s#vkN)!OGVLvVa65ywG-K~W(({jq4VjN|SQRROlR1k-8#mF#f#$&jts z&;m$$gVKutW3$yNMMAY(i)vuZ{A~?n@otO2IAc`*tFtm2TM`Nms}J;nlAXN!Wb=T1 z{)so>u3q3hkK_FJ`l-28C3sGal!(`3k9S zh-U;ZpWBivF+5rjexO@sQYb_PvPGnLSW8HnhtH9|-Dt5=~k_8x72X(ww zeV;BW(cKxkYSw_z1-J%1^1T~!wbnhtAO7fi`+7u#=OxIi-dW5BGbG5GC$SgznRta4 zqIp*+3>fJwftDx?hl%46lHPcMcqyQ7>*(lc!~j}f?5Y-hn?uMoX462sRd(qa#m#-w z`kaHr%e&HX_a(nYvGYl#*FEUznquk3dItAH!B{#=DD_&$V^={R>!u9qsXbG!^^X#Q zi@?E&&E9Qd4z(NgWx_(KLv%m{Q2BMZJ>2gdjw}6`wPTdY3%Dy|Z|`J|Jp0S8NHZUS zj0xl?O-IW1*FntQ_CmFLFOL{pptfLpkGq?R3X>Rg?8hdR+4VoyVQ=Z^MZ>T|8`O%xFVCg+N^<{W z*PjW3%_bB)$qVb6U{p1DK=!U(#33y#f~)|+o_9loMapLRniB|T*L%*U3h1b!`A?nq zLk+FyV%db6urrPFeD`XhIE>^o?4_0&S5{u&ByLx^^}Tu)_b|nJ<`=DE_okcbGgS=r&splEnOlzs)~s1QttUyF1WfmNDDQ412E&) zWMk9U*?+>7EBXGkr`h4+Ojl^Oe@Ohi`d2?k3U2#*+F*J>_e>sig>p(J34}+2+D{(d#@E2@&%H zkdB#w$_g>b3L5|+RhW+MpJ79A^$~V%W_eA-pJbPcxNWQzCjGfzY5fOWLwdf%`Hxqs zO=)HbXqQeeLO2!`?$#nHR3M`z`ksB#wxfsB=w_LWz3hU(dEbYgNpNX0`p07RFr}FU z>XfphpxepjKqEA+hfTW3pEbtFxQ&|;guH@_^Z0n+-+ILQyN`7a5xzv&%~r)oTAv!j znzyYhjpezMy&66RmTXFoT~7&~y4TST#}Mr`BU$Cc)<{^hy`+fjRrh0 z6{$N6{M#Vgen76*zwK$WjbQxXpr@N*pvYBD_gP5sGw7^#vOMLN?wJD~J#EsM!I(N9 zWxlrX4*ZOVfPQHDxF78nw+6(2i|%xo_IG*}h7a-JEWY8kELLTJy8ZH9-O;C!8aJaYekHWalVZY6!tS zs1mnYD9mhq?C81^$_eGPZovH0Gk1O3+Ic=rbHxT!w&|Pbn=C+>KYy?m*q)E``T;G? z2bC^g^^+S?Bc9~-I}}Ci&9FH4r-=-2c0FLBJ+NRP4+&K)Hx34hk~ZcVXnrl|G}#Gf zR9KPTwd)hqXnp(%G0(8=n7S$E?tydH5iQeCo`Uk->ixp|Nq}E#f z)<7qeXg%@c)wg}5iEj6W=SnQQnb*LV-^=z%7}f1;%9m=~tud3yY8!u8<-#vJmp91x zxzJpQViGY0d;XPH6{S2}vaDd9S3zL=^;)K0l|x-upyYYlR5c2nI`g$}mBLqk|6F+7 zLh1-xT%$qd2qedqaG@Pp?rL!W4>sSU-gNl8wJz-(v=K#<3ICcWYPxhj`*3^7bh?`s z5dYcKC>wup_Rc)+p?LsDKzi%#biEMPYmWg?sXf}+BVEG%!uZfsh6?3i=qa8oeSSjPM8<#r@`4B zY}@ihWA}i=o+4F4uT6^Lc5R*n&e7FfFE#xL<058O!+HK*b7I5-I|1E#9oO{)ckGZW zJ{;IV6~P-dm^o8x;5R#2(FO27%T;&g=416APcxRy;Ts zTPg>ZA0gsOUx;d0GBdq$jQ+Lk|3?4zMymgi*q35!DN`2?ReU&|eR){ZyyP5C8k^1{ z7UhDtbD`tCJ4p`4TN(|8BO8(qyAV}kdMthxmmi)v=iS}iZ01=**19NembOvtQA_JJ z3u?JbneRupWB7l}yBx$vee*O~P*IHJiWF5UeZbjU$OrlvCHEp#;!~-K)o#7fGW1-m zP)k;@s>1$EKj$&IXb%|un+to3ASdF?g@I{ooQHT@X{$zby_5|n6 z>FO0`cqeTTNBd|sTpU987h-t==VO2NJ{k?YLF??$^At8+(9-Bbsgdoi)=a=+GdNha zVMXdolfv9YZHwC6Sg`xD{<7WB7=s+C7mVZ73S~&wa{>xZf2Sv2$+7O?gI5AS&81AF z$BXlqRiTS*yv@nIBCSnXt4qP6zqOtg)fZcJ9qSRhn=V0So((RJP!XY**3GTSuh;x_ z|NQxW0teqmy7tvxq;3tbK24l^ds35zU<^~ASVk+~YK?Q8hLSqZ*5-Q6uwuA4oNmgx z$CC&9`?k&nsfRu|_pC2ZCEoRO^!|nkyzvi0DT%6lmIQnCmE*E|i8%TBu|_`fqcFn5l+m5Gvna8(;H7YsI;jOr+~-2RjoXfSAP zN%LqhUIiUlE3Z#!uYKu-mvxRYgWC0R0m*R&sRs3J5NjD+&}4u@LlE1eL6o^5O5(eo zI01Yrpq~-GZKpAPdmU_M1&ji#=~%ubX)iMQ46gy7O-apZoTG0_?1_Prn20!SDq_>*@D|2XzZ z7qJ>0w%47azQ6t3!~B<&3+UKtz|nQHnpW!NzkYBc?TZqtFM{^Z0rKBxU3Nfh%HOH1 z_TxS@Hf4c?_OL-0GG$90B!z%Mz=((u^mNaYL#xlcYan^3009JAlaTTQW8_4E_CF4v zDaH8iF7}Owrbp?U&ZVR%D4)2L6ZeA^GgwXfjsc;Fc6*ncXkEB3%Zr6o(q5Qo7eLFi zp2RUdQidV#-pB(*x5WR=5R7yBJtAW4b?$f$ScF8;|3MslFZ~%F^Uiq3?tCOs!6X7h zP%A*ebK7KKyGJ;|sdE?bi2et?VRvKj@=pqdt6o>)t5qX_sj)E_7m~a7aEe8RnIR7e zsVTl8{v7Wa9zcVoRytpRlE&W^95Z9PaKQAg0uc1`UjV{5&5I08z}}E=4SVx$1>j^9 z$Lpv$FyDML$o|%FgJgt@mbx&iZN5r?BiAJkTh_%}zWOru%Bjk@{E-Xd+b|>NcZTh_ zA>rTn1PSw$OPBau*xLly5J0iwk6m4Ql=Rn@;0WKXS+Gsxx4Yh-KPkWa?AWadmTU7> z!uip_nY$^!)?WCfu{Tv_*iFP0?!wZd_w37paO5KBr69gxz8&`P8zGT2{PCT2z{LTk z>p^2t!z1BU*Hq@GwOl4a1^&u2N}J)=pMJF->>^BTE9hU)wWy+R*594QkX2=Vl8O#y zty<=uW^cGCwUl6Mf5iM`;ORkB=MP$JUVMq<2^dUiZIkXlj%r%FJ=`FVJqA5wcrBs? zTaE%T!Gkp`eI4$d++Tiv=X3s*)clzwSNBBQP@B-8urEodEOEIEaAT5YV9r+BhlSso z=VH@oX+V`eZS6%;)e@1xWc#>bMEq+2#*H2JkE}<6r`zyetNs3oibk#UyLaA)8Z&_q znAu-U;!;nZZ@3h~;!Gn5qz<)Ic{eBl90WY-MjV0d*DnY=wjIw!w?gg!-6DML^lm<2 z0}S&hbEDb86rDVqSN*rbwQUsqAL0aq#s>g7k#=^q_j}Njb4eXk28%}c0EWtKD#aS3 z>33d7AK2XXJ^QU$U00Pfvv;>feL&v6+i{FdME{;A3cVRL=LBogVD z!Ueo~Abg*}@s50h98ZUXS!7V{_2Sv)3Cp*|XhX7miB*3G^=%iub4@@9wEDh8Zzh+; z9&obgaV>r9aU2Vn7Y^qJm>|p_Y>A6B+d@70P5rAjIv2}q%J#-VWKJlqZ3KCCCsa90)M--aOS?g z7vi4#2(%3PfN{}0p{JwSenz61ZT&29tcN@*Zu@61l^FY57NtxK(83=7M+&P+d^^Uz z*V{x*)8SO6nl1Y1YB1TQ_sJ0#r|Z*~lm@#HD8cqi6k)>s@h&air8dWMB%$kWCU5?s zmXNzkOOK~8!nI}{?OWrhCF#cg_AO*N0F?+%^8uXqpEk1F~9b?zx=%G8&ae-5Z9(qE@Z9$epq+xDY_k&NqW~Q|5CRcKZji;OBq7N~Qk}9{KXy+4;}BYXUgi4t|m8vZzEz0_^|> zzg%of^8zD#u_|k#ulmwWC%_JO3BVrra|ML+5f+317ifrncv6rQJD-8e4U$1u@X+R- zAt30Vt43QLXgriUCE^$RjVWeb_Ub=mjE351;k!OOl<}dLcd35M{|69p?nq}_SDYZ@ zextDlKoIbQ5K%B8^%8G=0SH1IZ?VYm->RBFQ=4u05^Yb%v*OzTs>9yvCVuguOMt?V zA5Hs0g5Y*>xh9O~dR+TVBdbLg^tkDGA`pJzalqH5zO!9i{Rz;-&Q1b&bTKX^t-- z?i_CpCBzWU)eIi-dVnuSM!@|ULou+$*jXYkRGfSx@o(5l?CgfSCK~4TE75vO z1SgoSU<|>2uDb=eu!F`K!6#+3xR;hQ(XIh~Wz&y8ObW~4CY zfqfV$!2-^ectzUq%ii?U=K`@y2(dj+KP-TdrRqg9K6n(dcbiD3kbU2&CC1U(2O`@)t*XVU5v-R28XD=QBbvqt z`Jc;G^DJODk+woj}d5cY_H`rxX4CQKQT*LWiB*DglQXxd~p!Ce}N54Egp^8 zTWd=g<{A{Z31#gSUi}RRz?htTUsI%u(L#o3nF0x7AGU9|LJ|PHshkj}zsP=@y=6(FDGAO;YLUi*Y*Il3=RjbJ zlQ`RsI$5X@t$Xfq{*9^OOsarSCXF+Zgy?}qE#b#3?x{b9QyEy@F2BE=Ey!@lFZw13 z@HRw;1Lyq|WIB|x!1wJ)fo90+sDdt0@O|oslcZnZKIN3+V=xNJ(PY1bawh1WOZ6(I zqc{P&6S3F1cL0@!DG{2QBI=}8ok&+kscsqpxR~~p8&-$QA|=tv;tsOqa#MVrA~B@s z!^C=dpzYZq5aBIpoo1=mtX+7eBB^!KpVb#}1RxoPO&Y0sb@5lUSI71j;==LP9j5_O z30QbuJKu0Iwc4t8`Rqx&$GEd5N)o3IZmw6K@2XPcEwc=WLRI1Fv+7p{&WfDZI_A1wDkZKkl@MkWKU7Dj5LRZI- zKUo2IrrBMktidpnj}Xc6=k=vkQIQl?d{=@`MGTa%q_@ab46EA*NrYM=j7g(!%%jm# zm?fbH+7cLWXWK)TOMAkCeg@gK$_e=TN&?%shQ9UA_vlzw`&Sv6gV&XCh7URoF6`!W zxmARpquu=c@uz5qjvb$waZu32R$Py`M*q*Fp0K6sZY~6osVLCIu=CL9;P-# z{PDwZP>HVc_O>9m5>3%`>WBqVHO{NK?DLETxaquz-`YH3)SaP0_l#1DVmawOZ5ZaA zLSc?wC^#yq|g7k7-4w7k{_l#qL?Uq1-@( zb_a;}uD$ck*16vcJxP$PW$7GimVB=32`xb{X^Cb^&e-T00@+y=1t{>iz0>@ zR4bUS;w{sF<6>FT#o5E(!A^R})O0C|t+c_YF{tYi{m3V=+PC3Im#aRZE6c~Ml;q>im6JTd;F;Coibo1Gsekc-sE-U5i(%>8}+vEj|fJ&<3M)<*y8xV3HU-*mW^LVEA_Oxxt)+EUZfvDng3!`31{hcv*|*N*xlGUY zlas)M7JJE#Rz-@^52p~{K_F7YsMy@~6EW+8qug8}xrKV3c^;q0N9Y&T;c%s*zxoM; zP8~4x#KP@44xBUUGJP`s`ME~yDEX@7%3?8aKWXC31Q%_8tc}+u!TXPC5NejA_$3vS zyhva;|7YFyDRvpZ)IkTP#|G1Aq;ntE-pr?dmQsEG?_8fzs#$u9WkKA05%@>!7&Vj z<3nSO?m+YcPvznHebz-BZsq%cqv35djdb+h0lZGcmtTCktT4*(VHTPXx@3Qx<9`bG zonO^;UHDSUWWyNll5*u(K!49$`^KfVMyLPansI~kthavYY6Mkia7;fV-C>l2sijrn ztghgk%QY_etb5PMTH=emrR#Z(zH6q(6dn$F<7yLck{sUXSVh}o$lPyqHIY)fTFTey zrzdl4KGu$|z6vE%}%;}mnHxTQ*!76z|FU^KN* zl6m`GhHYN%)vCxPZjMvDD4~!4Q+s8l)BIDD4O4;_Ft&q^Up{@ z&^juLKpFUJI^?hlf#^h$ZwWJ2Pge7`Fe4SB9kwBYqJzjGS^pj81Mt2!a4~G5@(=|q zB1Ug07)}rd1p@<1Bkc7F-u0W;h$t!-RWJLBv17P{n@0KncOhPXe=$P}|KTUpJP*va zx}5%Wx_%EJxKIpivIpT#vj;l8Qs1#fbVw}tbB4U=m5BII@v~ad+FKvKFG?S+Jw4OI zi8%CtNJMNbF)yv~H?+7QRGd`p78lV$AP)?*jA0usgy9cZ-WXJdW5xUXo&caD zz{SMT4l;qxH6kyjNrxQZHmTo*yjHM4#`j8{&Jqv`}7p5;=iqt!DYRz5SRGM>( zFZM2Ve!YA^#-c*O4vj~W(_HrC79jQkvMV=n@=8Lj1>pea0JI8DG9I3-q8x>C4qTT# zI)>9ZC)grpBA)cU$T0XGzI&eSnzd7py5HKI1pa;H8DW7t6c>i826#A-B3?`rzK1Iz z)EqyQilyjj#ytQ+k+RR3YvsD}q2+s0^E0LjV%bc-ZoMz5JYf4m7SD9L?aS@OgqYU5sb)&rAm(0RZBG zUQtm|sp^X;)U5tkf9&~t*(c3W8i#LVC{5no=OSlgguwi$Ous`9IKun@1;lO+B}!l7 zPf>VW9XMbc;(I7-;==2(%3Y z3-zL4mQB|aX^o|_TT1FrP=q_N7#_$r6pvCjz_gYlfJ$f~05YCZ>ec>`|~=msA^J_ETy=bMv7%3?*5A3lCZ z^-z7E_OMTW+jt#Z?KX%BI&Ql*87_=rb(mG)v_A{<{Ih*duC%bXX&g`fhUu>rCb|kUjsxQH5=G+_ z&_sS;F>DgAhg}>z2y{k1(9j$SNn3F__w-CpzeYgnbhQVIET8C>I) zio%ZVCPO$LEF(?YZ3c%%e=jnAVUoU#F1T@g=K!4wN#X^g{h%(tF>=Gg9w`-Pj#H6R zv*TjT*+I?N&M63w#Ug$-@R*yQ2!P$iT0 zN!LZ}Fcz4cQ+BAP&f+lN^YDbd3AhwMTHV|G_CosiQ}W}MCx8N|cG^{P)RTGJ>99GJ z!Y;EV#QH>90nmHRbw|D00!zRLwOfP#T~Ylyn`|pD6tog!pmS=hVCNlC{zj>hR_%^$ z-N7X5OK&T0g+jac%KiW^PlB@!^1$huSzZJZfh5vkISjfNhY>9NZhy$F_^6`ZGUI&i z|6Vvah@OfQ*+5a~tK(svskN$uG4rdxmusC+V4>6vErW2ybW(_{cz)9OtdI6wY_j=7 zyIBIhuDEt40_&<+dr{+&AsdL0N#=<~~kersKw!1yLuI~~tpKUIy*`#7*sQ+1Cgh)HtCEj;_Q33AS zNh&)&0(uQ_-8744b?LreBzv(s2f_QFyIMq6eaud?%tb#eJrMRN(PsHtl)#~9iyZnx zhKuk=OZPx*P*pNCf;X3dMCDVicKz4)vS}ZuoqAN?-2SxMwjMjL>L;Ee>Exv^)6yq9 zZhQ7y@b*w&uQrP^%0P@Y=|#Qze#!q5(c3n@V>{DFu=%=CduuGq_EQ9snwZp2>0NiQ zNDB2|Egx3SD5DKsordvHyME`L-hs2G?gq$!d4@vb#Tdxgc&)5>!ksMkWg{*06_ z4v(BhCm<<=Bq~`QPnI9xU~E0@JBIeZqGm-5cwB5$+#&!;QudAS7bEM+7nad=yZ#+Q ze-g;@!44ZyILH63)imH5B?CnL#eq-dqbzX4l2c1e^Glm|^ID=FyE)?q%%@&*VuvZG zB6N2D_jmG9fKs8zKP3fP@WR1R3(bCA{k5u*_d-xns50`3$AAUU&k-5KU8s5fTPq?- z02Q`?2s9xZorolGN)t^1V2}+Mgna#tn|>K$!BZYwo14t^cX?{~GZ7H!GB{-miW!{(nkRQa|Ywpt_ZAa@OSd*AJor!4?G> zm+W74yAA~UG(pOSn*Te>zoy$jXuk)E#&;?Iysf|L`V}SUB&=kkI}N?ey+F3RRzxf^ zC3%OW93F*AJ{=94V&xG4qznwkZErlZ9Ps0D8(MTa;gWSfCBNI9IKEdI!skclu|Gq* zH9SEA=6aFhO#&&guqRF04!K9(9derAX8xn}@E^Wubtu%xU|17cWE`9ZtZsWE&Q2gY zwx4yduU)mLelm)*T7L639I3lk5fjM4cQOhoV1;~zy`*&d31I@N0zI`_S7l-`6I0RR(iL&E(fpiGETr1hp%6p@Hk*aP7*%H$( zusmWF(BFaH{?6MDK_`kg^(0_t)Fa26FDK6Fcd-sD9F((Xm;Npc`uTan0rnkIXA9Ny zM>^f=z}xD6+}A=f!-64E{99oiwm#uIuAZ^4aY>kf(7L1(?~{g5^XzQimkjMUSBJa? z8I+vFpY51qoRQx!&$se#`Ref}kn=Hi3fb>X(kQzOL;jfg#JG-+Av;87Jo@Ry|Hj`S zSB8o8V*i0_8NMp{hYv~4gRZroHLA-9 zrky$XzT$cie2CCqqOMVI(Y_T>)6r?Y{O$Vlk__^T!R-<+{;hRrbtAl;AYqA(8euI( zBj?2Jo^g%LhgW|{0@yrGVh>gM=@{a9;VK<~lV&v!?#9i{={_5th4F9WX210hL#>#t z!`oreuU6EU?!ERG!bkwyeUjesi`uf94y`j`UM;|52dX-oZCLht;e8`vm3yXItfBX( z!P1(7?fPU%WNFkOD(rq9=uCBYX(0)O&Ab$Uca(jqXIx8dLr)g4=L-fxO_-bJUI-p^ zW#_tZqm8!kJaktMd4$tmIsP(jnY@f@pdG0BGAH3z&gTWZ8%0TlCh z;f+sAt_J8sIjTN%UhX_+!CxkfN~(sT`?SbTy$r8M?_YK_D$E_DH@$;bhl&pSvPAiA zrytJFPpbM-VUue9Zn0qeU2ne0BWfcoe3EHq!a@F;F_zQO6jb5LZ$4M+H=NQUp`|+~ zqP4@>UAjz3K9t=i-!|mxxiZ z2wc?Az7aG=z#%EQg==lhVv#Tba57v@IOV>r2EQ3|fBexrdj(BhJ(<_zdT_doJO4bw z8f@RwZ2IC@?fH>Q0H4PxTmVM5!7y%N{!xuav9(ZDN3+AQCj1?*;s-J^V?eteFE+u- z5Vc`co^r3XzDLI^u%VqWdwL(m_e)sQly#SR_V9U8K9zexC*I<>mkobF~ygL+E<76K~&6OUBA%{)zSEfLf-@P+Ft#)^B2l*3y|YgimB}0&_NUG<`_TjyFQQHYsnc#4v7S*x248g-#;z>xV2ucl79Q^ zGidX+zi#<~!ttYSQEab_hjYg|CD2(zi2-?s3@hKj??DXDV&;mrNT(_tjerxtw;ifQ zD3AjiYlns_*`KZu@6{A>o&BUjfjby4QfM|r7_nYKk2zYHe1t7FJA0GpU*!HnA^)#gFzWTdohJ&(H_rSpw>3;0DW1>knsX zIGnA_C~eZMUmt8MWZ||f*m}RSSc1{_=AGr~apRNUV+%CHM=7|JgKOBNQyc2;cuqh( zZV_Gv?6Y0n6iV3!dYld$g&-f}VK@xoQ0x}j|MaN?Z z#I2j!O7A$g3ada8&^ExA39=(K;qA_g>;8;&7gjhV7>sGW4a5f0xRx* zpC?^LAKJL!<71nSgIo0Od*h2)eUpi;!!6KAJWbw(=MJOtvN_vRG+xb9d^K3Q*yK3f zqh7aC8+7M=nMZ}&aLie|+cz?Qp-ED4+}z!#H1&9uhDPO~x4WB;qU8Qp`y^7?*U1$D zNmG{7Y1JEpSnpkzL1CQzD|db#%~E=*?kng4 zrhcdBo9+pWv@tC2#}Tyesh`Si+wF{|{+#p;$)|cuXW>uLl_*udG*a8O)9oI%oMa^W zY0>z6RF3&W|B0+m<~15Vcda!8|Ep(F;$Qo{VQ=4{x%2JbTVui_n`7*kT8srBOT{no zX^0b=b-uuaOpj!gb3g`XLzFLvE?By)RRLS3*R@cki2+WtEkgXp7PvxR(fr8X^!Jh%5S2qFb3vZglF#9{+=4J6l`|X*ssXzeh+)D)gQ9dj%%8<;VJkZ!48sJ%{WIx%C zF%@`6oH+}&Ybs|0U7g-LcM|8+94d+lx?cumnhM-3r#iEmL(n$oCB2DRrtN67n*(=U z3*t{(;lm>Qm-hz|W#@j#WKraKr;uapz98yiydMLF>Fk?TggK+rVa9(5gy9+xC23Te zA1WbwJ(h{fH$Oj1g3(ahbup(z5k^2kjKXEQs1M3(&~bD|{eEt>-hspTNlLJy0Mjj} zLqPIOorz50+3gZzfl0YI@WOpfaKe^y=T9?#{N+f-9|{m+=iSAx$Hj2}TB&8pb*B^b zeHRDe!m%*kERW{J4`Xd-#Leh2QeZQ#GES#2-Go>5`K1*(8UZ*b9^Y$Z)rZ}`6apJ`9`cskY{+odbUy3 zEcF^+9h3U2TIY+mY#TQY^@t4@SND3`FutYcJ&d<{vWGeL;0y!gDYuh%5NDFn5) z8Bgt7&gF`dT{t1j%GhtY&UC?4=PgUi2mKg%i_aupW@yFL= zcm{$sz>^9#8A?3#o`$^nrsJkp{=g+BWONY{N9}(Ypq{n{Bv9iQwZ0*|ve;kx%6k^Z#Tg9+U?b;48m zrbq(~Y*D9u2N~oVY0-gu7TRE=WwGz;)T4W63Gyz`(L!2ImDGJ9#(*6;c^LP-eY;tB z8^m?u67D6V2d$@rmPqt#6nvfO>aTOHdr>f%x{18P8U<_4BRHnMECYhR-3cst>Y;&? zcCS1(Z!`DCYs45n*G#^mfi$AKp9=C7)TLj&mRh=ULFA`)7=2-K79xK1NiCcINvm+W zZ?li04{z*=Gw&*-2OVf~^Yn@QU1gGT?_T6QruIf7`=DjJ$avVpZh-l!1tHWT3J>y zR*YR{@BO--*L6LD3cJ8IU(B2=zO_!YI?MHL}|wB{+d zP47m-?Iw%ZW;DH393o$5#_z?cmM0GAR8$+u>qb(1htD3DQrQ)aDAG$Ji%mDqeD`n& zCCXmx?- zR2d$q;aoeohqtU;+Y@cT52!!!t4_BNr@(l36vAz2?vN%s^Obly^k@PMcaL`+zeGs0 zT0U?YJU1brpkHY6NWtD1nEw8w^u$#qXS-yYg99N`EnZMhUi75ysgR8C-7mB`VhMaEPPyhjq7o#Q;<3 zon8AJx%B0V=MLk;RJ89-;Hlzy!Qk77dFfGo$xbNR$3Gcz4vPhJB2^Z zH}v^LVtBc)ZPLvgXtC1Ku6s-Up?)`nA%18RJ{voA%(MY}rmAp{977sVO_{y!1u9%G zv(#W`wsy?gD93#S{+ZwI;eGB;vWbKF#yO{lnt`L$@cOiysimH5l0;TL#|q0~&vqrF z)aeyS>5#t6YZLA1{1GnZr&(V!hL5{yqR*6B`L4URjx_S+z6QU0bMp?k^%?ogYLW3- z59a%Af7(7d_qiW7+hhGkCd-OG?S*VlnMkEC;Pf84ra5*I%rB%aKQ$?NCFNKB0=G;I z92Tf-B;d4QHr%ickuAf-W1cAT2)z}%;eKAB?V~i^{^ix$MWd{I$GW1+B4wIaQ;XtT zy%vuUb>F>>Ll&nNeZQ}SW_Nmf89S|B+KOE2--;Y2Jn?s;kjN)ZrCq?wMzNl51J*k` zW!jL_RtunazvG;&2Qjq_szqBC=6gFusQ0ySc+p(4Mu%1JTUvVeuZ(m6VnIRc$gy+3 zoOs_eiGq5`l|82jbO|@VNdszzG*g@co|aHiIHZ6Y+>fIoXJk3zx}8Ez_r{Nid!y%` zKpD`1&2?ln+2&Y&a`&!#&|cl05|@8n-D)fKDAC>d9%Q8JC%fO=QtK>JQp)uSbVlG> zR!|KK7hWi^e;T%hD}MVBTiiKgYy(1Vbaq&*Q3fpY;|>lV-U!NXeN@Ec^V#i&$u8WQ zkBl zXDWM(fuT3u-IC(9c_N0xub?5p#RqUM{%z;rH7D-ue6Y^l{3>Xs-ssv_s2z9q&%L`F zHFgqLrN@Uvv$im?^rti)l*6vLJ5@p$0$_AN`cCub~ldeZFX9YLswo$n~>(JpUwmMY>of)`ymm$;bW5 zz_ZRoFqz?EGJ9%bZrC0DRD-?MdJ>zuA!(O|HSrU}!;9AAi{ZdC*dk5CPLD{)gx{6n z!^!`0oYZL{U^3RvSf!ueEq2`CWXiP{kdIJvjcV+c*QR6$B5zdcIY3LSQq#YR~k*715KPjG? z-XZxyLh#Zi-wN9gsph#=t(xLtx0)srtF=nNEl~PG3vju#hU2oXrNa`xYgEkH4E9?r zZ{r&KsyX2@XU!)hHY{+C=7?J#bU=rMExKI?M)opDmzMrSB3FDTm>meJ4^qtE7~WE? z(77vnIZas+RpH*b>Ue6>&tm-n`r8}-nJzT#1v!Alx zIs3k6e1fvpk1BY2Jou5J+=7>R^w+wR0#Rj!ESB)_Hs6Ky74OiqkyhtWrmoTey^EHZ zEt{_{FAm(?L&CnLE=rF%m7N+h00b^Ta~oqt2Fju6%@2vbxO{p!%jD-nwsLBJG^9rWiN( z;Ks8@>jx>RT3m2oKa%!(pMHG%Y7PB5Dwpbgu}Em}9*A8B(bO4>1Ax54S;nQNld*=c09F0}6jDumF<^;022E6fQ-H%mmP}LI658 z8UIWA>mR3XYA?wC&W`>y4*#n)OCg*fn&wfe|N7tmQu;si0Tu$cJ^@a4+5h{E$83N) z|CPwX7omIuT#9KTQiCdeL)#@}7oe;tQ05VHPK!7OiI)HhSr0(Tm7a6_G!ra3 z?MBX*b25Wdz+vn+@!a(`fBSeO;S;R@zKqx!pd=gm0_G4df2t}p;MY!l9`tYJxUQEB zB2>e2JNo@#RYo{se91II$ZIPY=6_A%Z_ltY1%EJTQMuQz(yefsQ}{xLe;01c?Pcaj zxeG|z$w99D<$KyCx%)FsI+QusX-+&x*XOhpH3@t&H$47_^+3BLlReIPAbJ}TVb+Lo zmEI-%yGlAhGe`l0!KN~NfY(Oi31YO4$Bz+-@a~FXnHIjM&J`pY%FKX&R zjV%5eBF@}%`@7UVU}+H*S}e3W1ru5F$`-mvsijt+N z7@R;!A6Z<1lGv3;{mFcY46^tWTLN$xZIl}h1#542Hwy%v3#+>NEgr+oP-%q&J)$Zp zwf^99f&x&L1Q0NZ?iPvH^%Rnl$)-l}u|Q`szCJ>Ou*+W?HI^$Bc5`~RsL6Ooae}k7 z$Wa}$l&e1-0Hxa5Sm5^0R2f8{@USa?_}+4%miDeY#L!0Xd~eA~6*T+@bkCvrz5%FQ zkbCo{lR(XYD7hYL>!pU?yNMv}TMh=fqq3wT<@?L;ep@>N8YDSrN^aSOsok-adn(1I z1@Pu1$e1o%EA#rEqEY{X35L{qI94X~3m4G}xHRv6p5^>z;c=_GxUkS9ckdg|>pOvV zB3%qfhW+YV4mH+&^rEz_iuVR}#(?(rSP2x!2q-Lf2ok`v5k>#%Rf~iZu_Rk8F#%X z)IX_{41|riU0)6bhXR%O9nFBTL*0A*Uc}D1HB&wBlE+Ld$GEph(CtnIgA z3k{!bJ?L%5(eY|+Y{m$b7MD%hQRIez`4hz+J#U+-&4l{K!54Gzr!rJp%zRRtNXb3k@EE9J)kgF z9S?C(JZ(a+^fE|Zs){GZ9S6#o`jx5YZ!5MFoh@|eEf%4iXQK7X3x737wS9XQZKuU1mjq$|7L)yR;m9J_OM5i@ z4|%qD6!sMYcC36oFR{W=?za~+C)~HfP+hTM1okR+n5);QKbU56K5}-EZn96_d#%C! z+DFhZpnSVhJG=S%IHQhA^kxfC>Jxu|YSywB_zfg7qQ}BZ)9yA#kk( zD?KtTynqo}AS5`&nK7opsMF^y0;&t0JcoN{>mjm28N7Ze6-$8jwJHA4j?M|)SN?PD!or~9SNrvdY0TBZ6kfVfFifIT~?=ep5tLla-7 zSNj`smT9#-!VvAU7G?kNS`l-VV8JJxQprr43Ok4NxTI6NT1p6bK>1VwC{u$fZ}+~W zWK338eM@5?2?g@=ig5PKj2ZZWKLv9wj3chpfS)hR+GklSTht3T(!*bn zB+6M8wYbe;6UN>NqT^sTA1s8i!NS$r*sM1I zB|Yh@m>=P&~}oTZhK)P$iM&+6P88 z_r&Uv_E(+7EzT*!1u2(}!IgoMA%0G)y)b1LtrJ;uXGz+chKpG7=+j*)wa)<9x9p2> zQaK=ImmEK&sedsJfN3C#Uy^_{Pb#fST%l=DvrG0Sp5oRVt?yTbGmq!$WuNW6U5b8ac@oK6;$a(lEcYEx<7I@tj?UgZr;C3~nkVnd0qQ zJ(FK@N@SIjv*Z>eF$h?x(sz1sMMRdOCmWSc=SqH?xUP4cnuBn$4in}@E(npm{%g%_ zL;H5IKi<&_1ZW6fU=5dr#N$y3!k4QORI7`CWTC_K&q-E{&zSJfq&yb5Q`x3cMcYvO zoQ;7b-hRUMRBj!>G^1O8YpE-p4D?vh(rW~a*D-Q|j5#y;lNtj!dC$@XA82i7i$Do_ zcV|=$a%Z*uRMx*=Y#CJ=mZ<^dF7TJ@7Jt5lA_9+(_>M|GSLijU?@X0G?<=otL4wVB z7+clCf?RI{nUWYjt?K7Wza_eEzsAelsN$u)JYhX?TH7oy`PB11ca}b#&nn?rS8qCe zxi#Pcd8Wy;t-3<9Sab1rFnyN%novla7f|V!1Q13`P+IzQDPL51;H2}}@M?4G?rIlz z^BL50xcp+M;A?4VK|RCMeN2dLPX*H`W#0+0Dg7)aScTmfYA%DFIbfFFm2VmGjfk{P zu^hCx!C9%0Qt-5~uhs-d)7WQT0tOm61kz*CH!Mk(KW~bv+n!wLDAl}@X5ARh#G6Py=Er_I(K3A{OpEL(_dW zpTiYW6pERV!9X|CWrMj0E!TiBBX3BLMtDw*R^QbDjMPmsPGjbl8(&WDSM#G)0&E6Q z2NayC)c~E6g54lSm$(Z;>Ou3n$0!1La_dj5DkTyog19B*GkN`D(j6;*^pgqv#L_h( zmmSV}_ib;!e{-<+egim+KqMz` z1fSB5iZris{t>ucs|4b>${C!`YON#p3^m_OIldA7GY z3%H)bUF#LI14kcBqp?Zww;^pjdj$Ri_T*0`Osh8V=$QK)apb}ECc{r>3VNvpSt1hG zgTK#r9LmM5$fdpEL72=gfjyWYF5LXr^DKapwh%T)U38U<*p_814c zj4fNaR)C38FIT3Inf}jnL$jDt_`Ac9oKNezxNY9{!A(Q;dm{XP!J8TYKeblOCU#hj zfy1DB7WZi++4CZJvde(BQFzet3hkI4GFdsj-3$Z}qy~i<${s$1r3_K^zt7&T$Up1< z8X{uTzKN|?wVV=)hnZ5LYb9X#p+|8a2FP+R;q3ko7OgMs-;I2Jq`7pr1GUzJ*E=|S zsw#lyX5cH@0ylmEFr6Z%_Z>?Q*HFR^QUYz_3CAG_UJpOPc6A5FEPueF+_-;c1BlOD z&}m_R4yiLIw#|#r{Z2U?ULj!LaST&cdmk@gQ5aP+VLj&W*Lf=M(1t(o9#D1^LR|`m zX32bLI&w@tx0*TDSGmGKGsP7JAG&Y~n(uR3)>Ec(l|)K?y-z42R{`O6$m;dOhXovx zLtM=9AK5O;{-4i2BhJ|lVqk^fr5y!?{6C}<2f|0PA!;9|e>+>Zpd}$YjE&|QbJqU8 zMFco9RnzonoqbY&@jZaHN_2`jmhN9^LW?s=p($uovvsys*5@|2V!*}Y`B$8alZ^bT z#rd(u7T=>Gx;_+~NPMq@F+Dr*v&kZ3`6-1v&Ig~i*!6Kqk7Ac}*cP_9n;$*8^NP|NTbdX*G@b_CzuN85#VGGiV1PV1=bT&HG0#0vG+&}4dO zxEov8p(5qhzzPm5|U3qEg%nqBtyoM3Ban*rE63hXmNj0f%J+oIK>ewB&76 z7bdf|}Qva^i1s}LI%BPOnS zCj&#KqzXDhxqQ7%N&t@zi+S4Jgg>Kd{O zkqloj8cfe^8zKMZG^mx@)i-XP9xV%*pD@08L(?H#Z#n??J+C7BjorstsZq!@;*DnG z0OnB={E*J;Sig_uZFplNQ%loFIdxA-%+PUa>+>W_HAh%ut|Ct_ccZy?1UQEKf3qY< zGnKJ4(W$#L#2(LGVuwqCZ)|7(l?@EHTb_`&+*Z+;8AU7@Ve@t9K6P5!;82q^8G>a+?H<&I0ZD{O|7gw#ct|!w;=eF#4JMr=?in|AFaGKb^yWzd03#=2d z;f%|vfpdX`sE-?ve~3$d#f{o^iBoyFzy*+?^gw+G7(X(kEwDVb+QJ}jxxf@%fqYBM zuy1uOrV$8~z_m;&;lsDU@1GJSVO6_&B|;y7s2yp(*5^Sr{^cAAn9sg5Z2komxND){LTxH)@}o%h446Fc@m%bE7+TOP#1e5OC}ji^heCShM4o4+=};E|!y29~>gZnZ^53TGBZz_S3C7_vD26Y{nX9LWDN zZ2sdXLrCS!2>YCTruTnY&GHdJiZQp7st<^r_rLxW%L5)JyD@9y|NSEHcUwfX4J=(>E!?QdIlnFqAW;&^WSln3`BT@*>O|m|GY0_Tp=RnGCtJxAMf8k zTk-!k;Xga-{~d+@oR)F_Kb}Yun=g%o$zsstmTR6p_IYW%x*F40y~eT*;KTbWJj0?W z85Oblh~%nu@&i@P4(z@GAH8e%^kzN+cqyE&C|x3I^R;+ zN<+8w@aiyl3NE!?>ptgk1+Tn<8Jz=D`%JN)9z&3m6dB}yj-@=}de#3)2iS~vK}Z6Y z5`j1Kw(gPa>OTXQ44r9@RKmeQs2mzt+W!80&W+xO%g-8bTEhVpt$4oV-N&($>hO(~ z@cq=^ue~h~N2E8VtJm3$xn@G$w!0Q{`wwcln)#XXrC!vq1g$X0_P0w)zdks@_T}`=n$Oo~!A#)0-WGnKq}k z(=F%lc~>3JrE;zYx0LU1*BBL3K4l-PMBy47 zOn1El{FZ$=oCe<*!wG2Pl`{nZplSR&fPxxCwF0<{XR7%W20mzd9Lz8Pwl#&M{a+Ep zHOic12s-P=Qh{@cp}HQY9i^43+t1zU*6}1hC(C?p?oxc8^EZm=yai0To8hLZp~96$ zO)6i=I5`0Dj=;rHFMBzuSrddzc5jvmP+4BMS5+9;-c8bOfAiQ+z$WdVOKi-c1)kM_ zwwZkGKBdBaGc%aL)+-lA?E}XYEGw;Vmd;(BT#RaB=N_!a&1s^x-%g~%2?h$IGgNc1 zp6k&+qfN3O$~X%no@H0`BJ2BpLHMmswEq1KIfrihuLhhG9a^8)V27Sw+VOjh*;9gb zWNY9#F&+i|R#j|z(3|GjNQ5&ndKg6r)n+4-*j!PZ# zq(^A%;@mT!sp^$3K!afd-~?lP=M@p(B>uF!qm{9LJQ?z|T)4*Dbd`0-Yi@y;yF9db zrjOj;1Jgh)%;mnOq%qqG zzJz90W;8>~4Y&`QFTS#w8$?A7_Frz0=O$|F)SdR(&Hjw%FmBc?cXp=#a(2{96Q3!( z#Cks_<^1uYB^J&8Bi%`U3c`OQD|BVnuCsGZ0c*I=^}TK^ro~QX*HNjPrq+<%pKEvk zawp9f9lb7ZNEOgnF=+h`>($TOfzN8LFDOIJe93pu%9X$wb>rkNHpKE!Rhn?}r%WO< z-bR2^Gn)rG?uDtX@5LQ~d(-vW=sn)ah&Y_nan5~WNSX-x$G!1P#de}7sQFZi`)c`n ztkwR!E67uDXKv6T~U{}o>e9SHMMTM@>_~N_Ao=GQ?%z(c8;lX)z7~&ZfMdbuGmW{rY z2aSF=m~If4^}j4^YreeYJ6;MXEqIt(>LM=Cn2by#-tKicu|L|WuG|4)~ z{>H}}1Hd5+xEC5>eLH15uE4BJ!En%e(#EJwTN*h1YK_w|{FcpiwEbW`Rb6@mYT(41 zQqi`_9fypH@fW?j5a;<*zi;t!sVPh{4y!L0jHQi~ehKurt7W#-)8R%i7tdoc$i?nkqGzN&MFb zl@2Lr`G*-Q)~e&*5fwhN!$!1YV~BdfV}c_Mc3mssui6BaRrVJky>coh(+_j|5CP^{ zqlE(!+!C9i9ENfOqwVAg-5jXXG~Hy0)(cc4To1G4P6&&xOWDFKjqjFN5c|{n4lDc) zmw=G&zFZuw=pC(Sc51_ZvFl4dAkk2!S*qXtn^gny6SB>;TZq}HDmpW6*b8CP%~Zn# zC+mF$%0p1RvD~%fL$t8CLhr|{$M~(WK9q+{mcNfjYiJI(TL{`1GP$#PcrlgVQrepx zhI2fe&X?M_d3!Py94ea*)Nw^7y$dBd&DQ}~mGE9~5M!MT$y%%wyAS%>;>Ek1M zbDFp*<{{@Wn%Byq*=-L`aRf$lk|Wn?XxErzg>B^A@d_IQ1Et(;?=Qnj;WTO7SDxug z>AcGN#xqhbrHaq~d3=#L1fKTMN4~rO#x(EZkVvR?LwHNIw&WbLX3DwZynb~R;(tZc z^?ID}UDxb!F28{`^&2O`GLxX=Rop*+ZUzey3KXtE$)oNpA0+3fOhrDhN?`#Q&s43_ zkv-X|`n@`U8Dnt1ry7^7TFwun%FD7G4fwEDD+Sh%Htm*@xND_4{C@jYJF~^-B12N3 z!T@CUssVEV2*_<~_>W6n+0WFZH{UH{9-qXS)u`*$J1s$3pAV!|zN8n02c*z)CKE8^Q85WJ?omUBvE8-w%GADQ0l5j^?NFP7 zi(bE|4Fah6MBNmh>ec?7YP8{b+a}IuORaXn5n~qvmFri=s#k{1%P0-nQ+uZ4XrCql z9N1KahSl4%8gm)qeeaD(^joY~=B9hNanbzZ1{2@ZDhw%Mdn9+aZ4HZw0B*MrX!5r- z+`B%#d&jJjMWjgs+y*2U>g;1HtRU|I&reAvL(-w17s{mglAaYN6~35$BU%i*-bN8Qu-yMzi~Y?H5pcNgl<6@dcD|kLO$a)ED(3r}RZ6XA zzv+U@wbZ?oeQ36Nqa?7kcu#owCP*_5m-27CIcOOX#EK!d050qKJV6dKH9&WpI7(zW zxM45qylGN!-$pYO9i;H}6Y&lN*nvUS9L6PQae&SwjW7_`tR;>5_ zK`)m(+I|+x2=&{?+<7kxpEf;n@>(e5QKypo3Y$@3(u@_T`^&?i{?~^4i!X*t73E54 zuk<*Hasl}5k}U_d?$l`yyiyK%;Rv@vQ!$lOu&sAOPSE{x)Zm(+I55EQkV&uO)fGpb zss|XIN zgr{Y1%f?cc+9y0C78o(4m>*?df5B(ortC?PQxz!Uek>ThJ_GcpIbE|%*Vu@x_BZ2#`(8TCn78{( zCjh+ZuF2$jln~%<1CEVaUDK2+6SlBFC0O(saG*hsgtAxOsU|1#)S97?qokeU|(w8wqtoqfp7#8@4Ct<{H6pJT~C;o64z$;q6+?P8g0=`R)** zxLmVFgK@yg-bFrqPt-DkEu*saGJ>GW&FkBG75s&`j@i?8NGu*HuMNJU%L0V9pRmo-?Ik|EBlrQ2MX^<9 zR;*+~S%-ZTY$AKvf7x&E)c+;9)N*&rOxvZFtiSaBk~446&gz$Ni7ARd6?Xs2Bqf{A zk&#nN71*B1q)K9O(L*9-OKmRwy*8(Cu$O0yt_hmVkV347xZ75ht!L%+RcWljJvhwc zjhu?f%STs#VWC_W2sg@FkIf{vDvGVVq!f-RkN2`^nNXoyWV=fe3;o+K&)+^bY8{YV z3=Rz#h~#c5OsV$;_+rkr&pTBXgbu9gqKsy0t~LS#-Tk+VT4XSEm>&hpE?kMjA^ z`$|;H^y>lbVVl4q=T+sBaBw#k6|d=#y34{&8ShaVFB+mn#3X=obje3J@5?)X+x$7b zE}8hh3m0JRGDZ)GgSORLy39mi;9n)dZpfudfBvJeJboFp{1g&G*8BNCul@6hjq^t= ze%l;-6aFjPn$H9L$mh68tN$$S|L5x%H}Lv)!=A3oKR2|0e+?o*$b_Lm@BUj>yhb>Y z?&_%({|hM{*NNB(JZfM5yOX93@%mD|Mc@CFwfytu@6rI_k_1D+`MgQ`@bbt6NJR- zG*`X;U+?@}iOv;!;QK4YK9Ca#8vmg>@GT&vAG#;90bnHGmAp|$M6LjxqfcYA{{i~D zgr91CQ)Ta$|9*P=NOU5wmfNgST&n}yj2Kh$fxaN7-s1dXo;bUNywa|jfN$d!nwoDdKkP?j9V{&TaPQfE*4s%zR|pHSoEvo zG&DN1zCUNHWvoat`%SlQt^fC5)Bx;K#FtUKQ0YeWkDo6XqQ!URxS1RZRF|*-~7s`I0^3fIq<8GFW);619&V1?;ZO6 zS-FM+(v}kQ?RDm_-d+|qp9Nult2Cqfw?mr8mL4%RHnfPn$t# zPZ?+cW4F)7#FraKOOj0=9GAptBt@Eg23U;Vw2{U{iZj2kF_}JhZHq7j(TMv?wcc9i z4P>8sZ+~L*`BQ?1M#Ze04kT_IaRokp^8)a~DJ?#zFn2L;#(o}jFxpxz;x5<>*3t$>ZE7Z`s!=eZp0!B1&Ii1QrLp9o@p=}VM@Y& zRBG0U-wi<$APT1C`{xFc3{RDpl|n00`^IfMA`rvTM|1TYO>pwH@ROw33TVH#yl1B z9eI^=0g%?@{?LaG)<#DVG~)mTh?$3tx`a(dimSI{X>2Ww8NtawPg7?5o9ya->UfR) zJ^xb6-*Fv4fZ(@SUdO=A=t>t+I!h-x%i}sA$_?Mu23rC!YIRNA(L9ok;p}n4C16SH z_H^xuS{MK}R!q}R<+-sf5F+xKNaFUaK%>-NO+&?G1g7Ue7)>gtO3CVXT1S$1z#wuT zar~U%c;w5t0}twuN>t3Bt)CC79K50M=@&wU?kD6tacI4-2?@m_2|3t+9$A&7-OC7K zm&-%KKB{yULZ?A(+E-p`HrKAqCE>{wXF?vgVBX($M!aurXqE{IfBZB8GU_*A;VV6< zEXOc7tKwi#$n{3H;(*KW*k`aa8z0a`7ts$Ym}zxQeXU;^Zc1kx>eaRH^(|fNXEwGP zyR~d0fi4=h3g|LR-AWgVk^gq#88KAd##itPdw$qJWJ1krXL;6rM0boUtx#uNT&c(00k?2q+ zTH95(&ABV3RsVu78wK+-Vl-RnZG8~!+3_x zZ1a}3^81MMVA3($>Z$>c6ujfZ;qIn6Y_NxZuIKC8APS5*ffR?+bl^erdQlR3Ch_*B z342NPJ=LiZd*0xsafi<^T-2$%`wwT# z&#$*vFchtCF2(GlV%xJD7{%|3gIVx>o$q+wCjp(RrC2M}0IMMbFnY$BTARrZZ6Ut7 zR>h5%wuY*+#rC66M-jI`p$^>Pe?@s&fPR3)(8$!1n!JGuuUc4Q2hyS5v7gukoKUP~s0 zSt(tNU7aR&ami@lg(Nn~Z+4sqV>W=07zfxXAje(pT{G4M^FB=wABR6RQG!wD0EKmL z*6_Jjsb+%EtPUB6Aw4?wW-=flW?bvuVTE1+DSM&ssOkPD1PR|{aQc-6>-oNP#1t)* z0Jf}tI-u&@e7mA-`s^b2`3ZtfiK>ZF-Q$a{8H@)w1>y=s2 z^SM+L03=~P9kqerp zaD5W?Y&^j(YJ-U+)ps;meQv!$fB^wdvaA07ADbn;hc}^60?@(7iHGslB>;yhYDGey zf2DmRU)yu$j>0;8ChC+5KQmfBdz}|`KikbU=k1^AAFwK_E8E6yr`^`+otc}AM9S!a z3gmPmRgn5|TR-5CaxCkouu_AEv-ow4eK!gD*qcCi)|5qDD3`~l*oQwVG@42bXPT?4 zc~7@5LMEUy6+m}(W{`5_51N;#X1KgO3^Vr-ZAhzmJxut?;PkogC8#f*p$W2z$BRmb ztKxAGlM*X-BRgxnFgBQDK15($xk7`*go;gs!tsJ)-Hh4!SK1?9Ak9A}Z*!1Gfrth3 z(Pibet^^DkSVA?FbFaeZ$F@K6g)~@hE9kYlBx`CH;KHBJ?}P@u9BVE?_0k1bd074` z%HNLwkO3)VCCx9j3h-_7aDQrb+t*bLy$7<$jo;pRYb^HQ?br!b2*Lm&hJ^Okb+lcH z@9k^zGPkxn>ot^!)2jPj9UOd=*+UUdldg~a#DIqZmV#OFUDSBztcWtMT^QDLz|F~r z(SI%wVtzAzXtEyE)TH3-e(+h#ev!qmjURiAgStx8?SNVqxo+okbJ>Sj{pYzr6q!#g zEE#9eEOh(KQYyC{$$Nr3as8Q=Hem`}xWR_DP5ckiOoEkoZ~+xy;x7FSmLH!~p!kk0 zm(OwK8CuT{kT4*{C!Va>*6;VU-DojKW@d&ZnhqqK+0`07TOLy*u!V6k+&1 zki%<{T)DL&_vo|9(pR7n%kcVgD`?i$ahp!=ixi~O5c-{Cdz~1%gB(!9Z`aCZ_E<5m zA9}Sx@>HjNaQ99m$J+^*PKE*gXg7=c@ud|5!=FWkw9+&NI=AJ+A%#pd(#-p%v#Y;_d$?Md>F zPw@Y3MWykaceu8Z%tq??MN+on6mS>{u?MBTu6I|w@Bhb4ODv~T_nxCl3^3CQgj_X< zZ^0j~@V`3#b-JF4EQkJ}6*%jdrDA1M)+#sW$rLS#3`-u!bvHcb~ zaJ77y=ma_d2*1Wl=%3f1vO1a-%QIXajUZU#gkOcvRAy8HT0T!m7@*{ygv$ z1(~A=V(ID~c7H}rBR$@XJRD-{{8($YrtONOoiF{w>86L3b4{Iki-jX9RLgp5zhwv2 zSfT2-*gH%kEaS7zGJfm#oEL3bGerG%L^JoAE#JOT-bz>7kLIP2aPRDk7%NS|cA>(% zf4tHs-0`fUwEatnDL1g_UwAcGAG~W#t-vHfts%VjIy9&eg1`flDBjqoeym% zGw9mReUY-P~CXmpK8d4n{k)&Fb2J@=Uetoc++3 z1i}_6j4Uv8u!iYjl-_V9Chi}-U&HdZgDcG8+{%M&o#?3j&oo1ob}mq8y&D1rc1QQ^ zu58or-|N2|3o;*b#|CW=#~*HDl8f84u4K@XXb)|S1_I%rD80!K)JVFej=^E$kY2NsjbEgDYh=FDvT5AXxMs7Pq!jh2F?A(Y;(2{H-NM{5<+I3Qs2Us*a;Z&q zWl!E@2smMj?ODq{GEBa+Q~s!XRGn#=51BWvkZgJVx0!Z%l^Fc>j-OY{)2wq}=n&^^ z`$tOfwdvO_GNUC_MQju(=5l2H`}p9^+BsVAm!UiMj&8IIGv{`?CaFeV$f9j1H-T^b zGXPnu*bL$bG}Xf&41at-n8l}RWLTk1UXPKmRL|9`h=$?I%7F3xGPoyj5c|VP`=GbQ zf=8oEfeXZ%c_l`tMPX}qSGG>UtolW#ejNmietBRK)@)TP+ha96yUk^2GaPI0t#)x{ zryeBxiC>d~PCvs~Y(a{$f<~7%H1OEM6$cGhxT+7;kTihegYNPjgtSG^aJJ55L zYmm7ykl72CFvGDzOQN!`du-~+`fV2kzJJ1(*Rk8srY3LXjj%V*pN_sIyQ@{2DoZ}o zOS&!SrgJZc@JYp=u7;h4x}l<#H9R>Rs2p1_3mr1?WgjtJ)pahnsPaRm3Ngi4;B42z z+W#2oHZ**NrmOid$*z99iFhXfi#gZ5T@m7 zAi)jd*tiVzJjrmU8hpaw8%8?yQFW~rxX6s`YwFnQ{@Qz{HdDn#2p?wKK6$UVhx!7y z!0}MbD9>+RUn8{co!47o)cvl>#;E;@FUw~Yoxda*{8D2n`2Oe)(!23?Ecq<A>ZCMaX=KW9s3ZjjE4O?s%}9P=gp;1;zF=5_HPc@wb;z>5F%s zy+NULZTP_=+uvMwE8G=f=f|NHcYWW!5Vj&6ycS+34JQA@{_{^!`hh^*Waz&Ok5&TkQsK~M){ch$m8YCBRX??c1EDD@Ub)Hj?Lf=_o;Cwf0DK6zQ zs%n0P3Z*O8ZS1+dCon{<#>YlJ3P|S}0;epD-;pf{-{o=f&@cnp;R(PKtNaMW@3~Wm z|C_d-gG3L;jCZy(@p$*Kp!q3dqqO&2h-hq1>}k~!FU_SUfyC-G^-eIyFl{9Bh)S+vgW@HAmh`R2A$qG>IPLl^`e^h~1&$%K7K(Vo|yU?)i z1(uhw*0Ux+XMqJq`5J+WYUhx`oMyS)2g;9CpiXPNX_5{T-+UbA7^Wp*j5+edOpCPa z02RT=4>(okpvjIZzUJGW@CYu^@Ag|+ZQ_SSvF*>G)vw+u~rx3 zpq~0^N5ezK${loVo!1Jsn)BE`*+5$BjD!^r&qS;J%alG*whiB$#(EYvD1jcnftASg z*Srl;M^F0JX)_hsDYaBAZLoc@M|Yyq!8l%5uAg=m5GSHDC8wMtFtCd>vr%}yxnSv( zC}9=C@1L(f_G0_fW85yaSq$82vk?THU}JN1@d zqgZPfjJhGPgZCp{oH^qD#*SexburD3LJZeY9miYG8Vvl;?Th%1v3`vxtfe^7fwc93 z4yjw-Dw*8 z9YrvX;EXZ;0Ck)yH`I4Hd3FQ`;c1)xsfHr!S@rVgyBas_H}(D8M|XYm@wQgn=G@JT zWqPUvcqV7D#*}9rVNGlkIAWUr_J5O=N*`p0wgTO%jj|IA){eD_>`_CiEyD1K>Zr z3*kLMOiF?*9|xlM=902d(x(GOy>wV8P>(CgH_COa+e6rKM2W)2+S!^R!%| z+y*3N|3wRE-$0bpZY-ke2K;+`^tYOu4w)7hE{T!6{vU_yKZ6CMnyGMs^*79(%;`KR%bC!}_dNimt9nLPE+q z`wfcjI4S(Ie%wRY&VaLy4Vnz8i44^3HYY@vAxWkt>g4)_CiVGoJMy(3%lzf>u`y8= z%R2J|pY-B@-$l-bXV>7(rU=Z?X~3Zgn&WiRKOv~nkWu^5|BzzX&c;8m$MMGe#*vC9f{QE@t@+T56A0wkZmdJaD z^O#O+XKrBm@nLG9m6Qv?Q`VF})r8Ziikw(%PSqdJVfv!ifo*x_a~HFyH_bKNu)qsw zOFd}Pa5rKlh)MIN{;rJF2fTbgZ+L;!-ENPvG>3|QvB&MLBH2OMH`5@#UgwQ@vH<@7 z+Pm(rrj{)XsEBQeh#*zD6s1cE5s)TVibzL#kpR)qO9CPUL=;p^04V|iK?t1$4J1fH zRUtwMN=+bAq<2sV0TFo7_wIf7A9%mL^TVt)d(A#`)~s3Id^3BWZyN6{wLaeDwWXlx zfVgbrxC$MxShi9ZyrDhS z$<}clN)KdqrO6;f77p02d(Vv<^p<;7OwG)6q&tAGyGB46? zF*8Uf-tV)`KW$g?f|IxY%Q8pPlaN>B6|(spm=DAG_U1(*uyODIjZX9{VeP zaU)N~Qigrd>K8^vRx@*TY=Y7H;?cLRTD#2Dn${RQMTL2PEtC%3*-}wuVIE1CpNoOw zbnR5lGZow<1Wzo??pciH?qhdcUT^vhR7u1u3rU?2kxEpL3GcLvP|m+Ma|V7X2rdKw zIa=%8jpyLvId26!$dgjh-3UhW*g0}i#2Yjw&3FIMyXstbg$8Gq>_S~hw^sTiYz-45JJ86woxq7?&}M= zEb~QK$pnuXFvJN6_{mEoeChZ-)dpbP}buvBqx_vly+SB zGfne~ZsgOAx#1qS{QP~yv3DRqOU}3UXeZ*&Fd<$4;3p~#x?WgUdUNu|DuXiMxyz$K z0*pt;ezVEGySfar47B`2ms4)ku#M6C_R@y&ZDDQ{pVk$%(~L7bP!NU!q-Js`KTuK40ce_2RbcyT@E@)XyT2a-)Z z3b~6HQ$(3>Y=HFy$6)U^oFPiBj>Kx!(}Hk-4IDBF*_neQKAl{jI_Nkz8)tlQYpPh? zczc&yiAAh(W!_ma2&VCX$B3WtFg_+>!CXI?I1*SR+1b-1B{L?Hd;O{%25A7=DrrL!=<; zypOi_cJc6jTiYW*o6u`tEJydp#ty=fY5Mz7PAN6a3aB$r;yl*aC(GCZv^Vr>q^LDfK z?i&~kFp1c$RcMTuAlLp9M} z!Jlp{_r3RtZ=mw~3lH@sA1mD&DknkRkgTC{GqZ++$rAf0LnTAN+Jp7t8f-HTW)jz? zz>d~Ua|vq)`n>`HiU!dk@hyGV;X#X$Y<-V{#m7*su|trRFZYPu9jadP&90L%b<{Je z02d!tRXC_HkSEn4-G@QITr#xxl`PeL7RH*(A{iHFbJOtAZGwTj)?>BnXt=LPkB>9< zp&GIm0J6633Eh~hyB2%0a-d|qAI#UvT-Rnp;C=mR{`2v6nyd0fS6dvodU|?PjevYv z8e!OmN|!)JjuZnefpLf!!t{L*k7R3`NP%Dn5{X*HixscEY7|lfOfH!Nt?u6bdYITf zmqmxFxg|5ww%N48%gR=Drmb-VX^qh>`;q_OxmneMIajA#6 zC)F1PD%(qKe{8HsECR~#Og;Om=1HhnGA8a`P)}m$23@7zl@>k(K5MT~V{-j6gMT!i)1Dr-Uk97(po4xZbt z80QCQ=89a}%e(IW!1s&&A2l-HTJI|n!}kIMoXQB76Mio}kq5gwI=h+R=(!agWAr`d z!%j6VqX!&Z(g&CJBW-Ljd}R4f_L9`r)+RvVa|$OD-forzWRzADju<}UcHb=4c}*vL zA)s8xLnxmeMFh$o$&Ho5tHnu!gnVp??R*0+(2E$|6pDY=QyyfmaO=mUVcJy0=~X3X zk?DX*w^5bD$*se?_NBxO{9tEzf%ZttN0G#UoDiGt5Ykd4xq%kU9R8LymjzFyZ?Xa|6oM-50gygKwPqAAsp<-^qR$=*sHf5{0nX)I9vb# From 51a0b63b77e9402e6c2918de18d24a6550bad18f Mon Sep 17 00:00:00 2001 From: Kieran Hejmadi Date: Tue, 5 May 2026 16:21:34 +0100 Subject: [PATCH 03/37] fix/ removed text from accidental copy, paste error --- .../performix-memory-access/_index.md | 6 ------ 1 file changed, 6 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index 4a5f545893..7d69935ca7 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -64,9 +64,3 @@ weight: 1 # _index.md always has weight of 1 to order corr layout: "learningpathall" # All files under learning paths have this same wrapper learning_path_main_page: "yes" # This should be surfaced when looking for related content. Only set for _index.md of learning path content. --- - -Memory-bound code can look computationally simple while still spending most of its time waiting for data. In this Learning Path, you build a C++ particle simulation, inspect the data structure used by the hot loop, and run the Arm Performix Memory Access recipe through the Arm MCP Server. - -The workload stores particles for an orbiting galaxies simulation. You use it to connect memory hierarchy concepts to source code: how cache line use, pointer indirection, TLB behavior, and page walks can affect runtime even when each loop iteration performs only a few arithmetic operations. - -You start with manual Linux inspection techniques such as `perf`, then use Arm MCP to run the Performix Memory Access recipe on a remote Arm target. Stop after collecting the first memory access profile so you can assess the results before applying improvements. From 6352ded089779c173aa8ab0383c9f28e5bec9224 Mon Sep 17 00:00:00 2001 From: Annie Tallund Date: Wed, 13 May 2026 10:58:10 -0700 Subject: [PATCH 04/37] Update Vulkan Samples URL --- .../vulkan-ml-sample/3-first-sample.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/learning-paths/mobile-graphics-and-gaming/vulkan-ml-sample/3-first-sample.md b/content/learning-paths/mobile-graphics-and-gaming/vulkan-ml-sample/3-first-sample.md index 697430837c..a2987de7b8 100644 --- a/content/learning-paths/mobile-graphics-and-gaming/vulkan-ml-sample/3-first-sample.md +++ b/content/learning-paths/mobile-graphics-and-gaming/vulkan-ml-sample/3-first-sample.md @@ -12,10 +12,10 @@ The **Simple Tensor and Data Graph** sample is your starting point for working w ## Clone the Vulkan Samples -With the environment set up, you can now grab the sample code. These examples are maintained in a fork of the Khronos Group's repository. +With the environment set up, you can now grab the sample code. These examples sit in the the Khronos Group's repository. ```bash -git clone --recurse-submodules https://github.com/ARM-software/Vulkan-Samples --branch tensor_and_data_graph +git clone --recurse-submodules https://github.com/KhronosGroup/Vulkan-Samples.git cd Vulkan-Samples ``` From c9dd3176b49a311ff55b23b0f157d49c88d977b7 Mon Sep 17 00:00:00 2001 From: Kavya Chennoju Date: Fri, 15 May 2026 13:14:54 -0700 Subject: [PATCH 05/37] Frame device-connect-server LP around a globally connected fleet Reframes the who_is_this_for and the 'When D2D isn't enough' paragraph so the LP leads with the multi-network / globally connected fleet narrative shown in the existing animation, rather than burying it under the abstract registry + state + security list. Prose only; no code or structural changes. --- .../device-connect-server/_index.md | 2 +- .../device-connect-server/background.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/content/learning-paths/embedded-and-microcontrollers/device-connect-server/_index.md b/content/learning-paths/embedded-and-microcontrollers/device-connect-server/_index.md index ce31a7de52..b22a83edc5 100644 --- a/content/learning-paths/embedded-and-microcontrollers/device-connect-server/_index.md +++ b/content/learning-paths/embedded-and-microcontrollers/device-connect-server/_index.md @@ -4,7 +4,7 @@ title: Deploy multi-network device meshes using Device Connect server and NATS description: Connect devices and AI agents across networks using Device Connect server. Learn to provision NATS credentials, commission devices, manage persistent registry, and orchestrate multi-network IoT fleets with secure authentication. minutes_to_complete: 30 -who_is_this_for: This Learning Path is for developers who have completed the Device-to-device Learning Path and want to add a server layer to their Device Connect mesh. You'll learn to use persistent registry, distributed state, and security features (commissioning, ACLs) to operate a multi-network fleet. If you're new to Device Connect, start with the device-to-device Learning Path first. +who_is_this_for: This Learning Path is for developers who have completed the Device-to-device Learning Path and want to build a globally connected fleet of devices and AI agents on top of their Device Connect mesh. You'll add a server layer that gives you persistent registry, distributed state, and security features (commissioning, ACLs) so devices and agents on different networks can find and call each other through a single namespace. If you're new to Device Connect, start with the device-to-device Learning Path first. learning_objectives: - Understand what the Device Connect server adds on top of the edge SDK and when you'd reach for it diff --git a/content/learning-paths/embedded-and-microcontrollers/device-connect-server/background.md b/content/learning-paths/embedded-and-microcontrollers/device-connect-server/background.md index 14db041405..6c0f66aad7 100644 --- a/content/learning-paths/embedded-and-microcontrollers/device-connect-server/background.md +++ b/content/learning-paths/embedded-and-microcontrollers/device-connect-server/background.md @@ -19,7 +19,7 @@ This model works well for: ### When D2D isn't enough -As your fleet grows, D2D mode has limitations. You might need devices on different networks to communicate, or a registry that remembers devices after they disconnect. You might also need stronger identity controls, credential rotation, or audit logs. +As your fleet grows beyond a single local network, D2D mode has limitations. You might need devices in different sites or regions to find and call each other, or a registry that remembers devices after they disconnect. You might also need stronger identity controls, credential rotation, or audit logs. ### When to add a server From d21509d8c209978db967ede4fbd3a60be2b9de2e Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Fri, 15 May 2026 16:57:27 -0500 Subject: [PATCH 06/37] first pass review of xgboost on axion --- .../xgboost-on-axion/_index.md | 12 ++---- .../xgboost-on-axion/background.md | 6 ++- .../deploy-xgboost-inference-api.md | 14 +++---- .../xgboost-on-axion/firewall.md | 4 +- .../install-train-tune-xgboost.md | 39 ++++++++++++------- .../xgboost-on-axion/instance.md | 6 +-- 6 files changed, 45 insertions(+), 36 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/_index.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/_index.md index 460dc828d5..f6be502b7b 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/_index.md @@ -1,9 +1,5 @@ --- title: Train and deploy XGBoost models on Google Cloud C4A Axion VM - -draft: true -cascade: - draft: true description: Set up XGBoost on Google Cloud C4A Axion Arm VMs running SUSE Linux to train machine learning models, tune model performance, benchmark large-scale datasets, and deploy trained models as REST APIs. @@ -12,10 +8,10 @@ minutes_to_complete: 90 who_is_this_for: This is an introductory topic for DevOps engineers, ML engineers, data engineers, and software developers who want to train and deploy XGBoost machine learning models on SUSE Linux Enterprise Server (SLES) Arm64, optimize model performance, benchmark training workloads, and expose models through scalable inference APIs. learning_objectives: - - Install and configure XGBoost on Google Cloud C4A Axion processors for Arm64 - - Train and evaluate machine learning models using XGBoost - - Tune model hyperparameters and benchmark large-scale datasets - - Deploy trained XGBoost models as REST APIs and validate inference workflows + - Install and configure XGBoost on Google Cloud C4A Axion processors for Arm64 + - Train and evaluate machine learning models using XGBoost + - Tune model hyperparameters and benchmark large-scale datasets + - Deploy trained XGBoost models as REST APIs and validate inference workflows prerequisites: - A [Google Cloud Platform (GCP)](https://cloud.google.com/free) account with billing enabled diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md index 43e5941f5e..d07c0afcd2 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md @@ -15,7 +15,7 @@ To learn more, see the Google blog [Introducing Google Axion Processors, our new ## XGBoost for scalable machine learning on Arm -XGBoost (Extreme Gradient Boosting) is a high-performance machine learning library designed for supervised learning tasks such as classification, regression, and ranking. It's widely used for tabular machine learning workloads because of its speed, scalability, and strong predictive accuracy. It provides parallelized tree boosting for fast model training, built-in regularization to reduce overfitting, hyperparameter tuning support, and efficient handling of large-scale datasets. XGBoost also supports model export and deployment for inference workloads, making it suitable for both experimentation and production use. + Extreme Gradient Boosting (XGBoost) is a high-performance machine learning library designed for supervised learning tasks such as classification, regression, and ranking. It's widely used for tabular machine learning workloads because of its speed, scalability, and strong predictive accuracy. XGBoost provides parallelized tree boosting for fast model training, built-in regularization to reduce overfitting, hyperparameter tuning support, and efficient handling of large-scale datasets. XGBoost also supports model export and deployment for inference workloads, making it suitable for both experimentation and production use. Running XGBoost on Google Axion C4A Arm-based infrastructure enables efficient execution of machine learning workloads by using the high core-count architecture and optimized memory bandwidth available on Arm processors. This helps improve performance-per-watt, reduce infrastructure costs, and scale machine learning pipelines efficiently. @@ -25,4 +25,6 @@ To learn more, see the [XGBoost documentation](https://xgboost.readthedocs.io/en ## What you've learned and what's next -This section introduced Google Axion C4A Arm-based virtual machines and XGBoost as a high-performance machine learning library suited to Arm processors. Next, you'll create a firewall rule to expose the inference API port, then provision a C4A VM for model training and deployment. +You've now learned about Google Axion C4A Arm-based virtual machines and XGBoost as a high-performance machine learning library suited to Arm processors. + +Next, you'll create a firewall rule to expose the inference API port, then provision a C4A virtual machine for model training and deployment. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md index d8e5e4a42f..b7b5c2cd28 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md @@ -1,6 +1,6 @@ --- title: Deploy and access XGBoost inference API -weight: 8 +weight: 6 ### FIXED, DO NOT MODIFY layout: learningpathall @@ -17,7 +17,7 @@ cd ~/xgboost-learning-path source xgb-env/bin/activate ``` -## Install Flask +### Install Flask Flask is a lightweight Python web framework used to serve the XGBoost model over HTTP. Add it to the requirements file and install it: @@ -51,7 +51,7 @@ The output is similar to: Flask 3.1.3 ``` -## Create the inference API +### Create the inference API Create a Flask application that loads the trained XGBoost model and exposes two endpoints: a `GET /` route for browser health checks, and a `POST /predict` route that accepts a JSON array of features and returns a prediction. The model is loaded once at startup using `joblib` so it doesn't need to be reloaded on every request: @@ -95,7 +95,7 @@ if __name__ == "__main__": EOF ``` -## Start the inference API +### Start the inference API Start the Flask server in the background so you can continue using the same terminal for testing: @@ -113,7 +113,7 @@ The output is similar to: The server is now listening on all network interfaces, including the VM's external IP on port 8080. -## Access the API from a browser +### Access the API from a browser Open your browser and navigate to the VM public IP on port 8080: @@ -131,7 +131,7 @@ The page displays the HTML response from the `/` route, confirming the API is ru ![Browser window showing the XGBoost Inference API homepage running on a Google Cloud Axion Arm64 virtual machine. The page confirms that the inference API is active and accessible externally through port 8080 using the VM public IP address.#center](images/xgboost-api.png "XGBoost inference API running on Google Cloud Axion Arm64") -## Test inference +### Test inference Send a prediction request to the `/predict` endpoint using `curl`. The input data is a 30-feature vector from the breast cancer dataset — the same format used during training. The `features` array must contain exactly 30 values to match the model's expected input shape: @@ -149,6 +149,6 @@ The output is similar to: A prediction of `0` corresponds to a malignant classification in the breast cancer dataset (where `0` = malignant, `1` = benign). The model received the feature array, ran inference, and returned the result through the REST API. -## What you've accomplished and what's next +## What you've accomplished You've successfully deployed a trained XGBoost model as a Flask REST API on a GCP Axion Arm64 VM, confirmed browser access through the external IP, and validated inference with a live prediction request. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md index 6792cf2b1c..2186e924a4 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md @@ -12,7 +12,7 @@ Create a firewall rule in Google Cloud Console to expose the required port for t {{% notice Note %}} For help with GCP setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} -## Configure the firewall rule in Google Cloud Console +### Configure the firewall rule in Google Cloud Console To configure a firewall rule for the XGBoost inference API: @@ -53,6 +53,6 @@ Port 8080 is used by the XGBoost inference API for browser-based validation and ## What you've accomplished and what's next -You've created a firewall rule to expose the XGBoost inference API externally. You also enabled browser access and remote API connectivity for inference testing. +You've now created a firewall rule to expose the XGBoost inference API externally. You also enabled browser access and remote API connectivity for inference testing. Next, you'll create a Google Axion C4A Arm virtual machine and attach it to this firewall rule. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md index b63fffce28..1c439f2de6 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md @@ -1,6 +1,6 @@ --- title: Install XGBoost and train machine learning models -weight: 7 +weight: 5 ### FIXED, DO NOT MODIFY layout: learningpathall @@ -8,9 +8,9 @@ layout: learningpathall ## Install and configure XGBoost on SUSE Linux -In this section, you install XGBoost on a GCP Axion Arm64 VM running SUSE Linux with Python 3.11, train a machine learning model, and tune model performance using hyperparameter optimization. +In this section, you'll install XGBoost on a GCP Axion Arm64 VM running SUSE Linux with Python 3.11, train a machine learning model, and tune model performance using hyperparameter optimization. -## Update the system +### Update the system Update all system packages before installing Python and machine learning dependencies. This avoids package conflicts and ensures the latest security updates are applied: @@ -19,7 +19,7 @@ sudo zypper refresh sudo zypper update -y ``` -## Install required dependencies +### Install required dependencies Install Python 3.11, development libraries, and build tools required for XGBoost: @@ -41,7 +41,7 @@ Verify that Python 3.11 is installed correctly. python3.11 --version ``` -## Create a Python environment +### Create a Python environment Create a dedicated project directory and an isolated Python virtual environment for the XGBoost Learning Path. Using a virtual environment keeps the XGBoost packages separate from the system Python installation: @@ -55,7 +55,7 @@ source xgb-env/bin/activate The virtual environment helps isolate Python packages from the system installation. -## Upgrade pip +### Upgrade pip Upgrade pip, setuptools, and wheel to ensure compatibility with the latest Python packages and build dependencies: @@ -63,7 +63,7 @@ Upgrade pip, setuptools, and wheel to ensure compatibility with the latest Pytho pip install --upgrade pip setuptools wheel ``` -## Create a requirements file +### Create a requirements file Create a requirements file listing the Python packages needed for XGBoost training and benchmarking: @@ -78,7 +78,7 @@ joblib EOF ``` -## Install dependencies +### Install dependencies Install all machine learning dependencies inside the virtual environment: @@ -97,8 +97,11 @@ The output is similar to: ```output 3.2.0 ``` +## Train a machine learning model -## Create XGBoost training script +After configuring XGBoost, you'll train and tune an XGBoost classification model. + +### Create XGBoost training script In this step, you'll create a machine learning training script using the Breast Cancer dataset from Scikit-learn. The script trains an XGBoost classification model, measures training time, evaluates accuracy, and saves the trained model for inference. @@ -150,7 +153,8 @@ print("Model saved successfully") EOF ``` -## Train the model +### Start model training + Run the training script to start XGBoost model training on the Arm64 processor. ```bash @@ -167,7 +171,7 @@ Model saved successfully The model trained on the breast cancer dataset and saved both a JSON and a pickle file to the project directory. -## Verify generated model files +### Verify generated model files Verify that the trained model files were created successfully after training. ```bash @@ -186,7 +190,8 @@ drwxr-xr-x 5 user user 4.0K May 13 10:20 xgb-env The `.json` and `.pkl` files are the trained model artifacts used later for inference API deployment. -## Hyperparameter tuning +## Use hyperparameter tuning to optimize model + In this step, you'll optimize model performance using GridSearchCV and multiple hyperparameter combinations. The script tests different values for tree depth, learning rate, and estimators to identify the best-performing model configuration. @@ -249,10 +254,13 @@ Best Parameters: The search tested 12 combinations (3 depths × 2 learning rates × 2 estimator counts) using 3-fold cross-validation. The best parameters shown are the combination that produced the highest cross-validated accuracy. ## Benchmark large-scale training + In this step, you'll benchmark XGBoost training performance using a larger synthetic dataset. The benchmark simulates large-scale tabular machine learning workloads on the GCP Axion Arm64 processor. +### Create benchmark + Create benchmark script: ```bash @@ -285,7 +293,8 @@ print(f"\nBenchmark completed in {end - start:.2f} seconds") EOF ``` -## Run benchmark +### Run benchmark + Run the benchmark script to measure large-scale training performance on Arm64. ```bash @@ -302,4 +311,6 @@ The benchmark used a synthetic dataset of 500,000 samples and 50 features. Your ## What you've accomplished and what's next -You've installed XGBoost on a GCP Axion Arm64 VM, trained a classification model on the breast cancer dataset, tuned hyperparameters with GridSearchCV, and benchmarked large-scale training performance. Next, you'll deploy the trained model as a Flask inference API and access it from your browser using the VM public IP. +You've now installed XGBoost on a GCP Axion Arm64 VM, trained a classification model on the breast cancer dataset, tuned hyperparameters with GridSearchCV, and benchmarked large-scale training performance. + +Next, you'll deploy the trained model as a Flask inference API and access it from your browser using the VM public IP. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md index fa4c0a3bc5..241bd508da 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md @@ -8,11 +8,11 @@ layout: learningpathall ## Set up the virtual machine -Create a Google Axion C4A Arm-based virtual machine on Google Cloud Platform. This Learning Path uses the `c4a-standard-4` machine type, which provides 4 vCPUs and 16 GB of memory. This VM hosts XGBoost model training, hyperparameter tuning, benchmarking, and the inference API. +Create a Google Axion C4A Arm-based virtual machine (VM) on Google Cloud Platform. For this Learning Path, you'll use the `c4a-standard-4` machine type, which provides 4 vCPUs and 16 GB of memory. This VM hosts XGBoost model training, hyperparameter tuning, benchmarking, and the inference API. {{% notice Note %}}For help with GCP setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} -To create a C4A virtual machine in the Google Cloud Console: +To create a C4A VM in the Google Cloud Console: 1. Navigate to the [Google Cloud Console](https://console.cloud.google.com/). 2. Go to **Compute Engine** > **VM Instances** and select **Create Instance**. @@ -38,4 +38,4 @@ A new browser window opens with a terminal connected to your VM. ## What you've accomplished and what's next -You've provisioned a Google Axion C4A Arm VM and connected to it using SSH. The VM is linked to the firewall rule that exposes port 8080 for the XGBoost inference API. Next, you'll install XGBoost and configure a Python 3.11 environment for model training and benchmarking. +You've now provisioned a Google Axion C4A Arm VM and connected to it using SSH. The VM is linked to the firewall rule that exposes port 8080 for the XGBoost inference API. Next, you'll install XGBoost and configure a Python 3.11 environment for model training and benchmarking. From f9f5da4b11ba7ce8dd39143cc89542fb5e5fb836 Mon Sep 17 00:00:00 2001 From: Kieran Hejmadi Date: Mon, 18 May 2026 10:27:39 +0100 Subject: [PATCH 07/37] Confirmed LP runs on AGI-CPU and added notice recommending learners to use latest GCC/LLVM if running own application on AGI-CPU --- .../bolt-demo/install.md | 17 +++++++++++++---- .../bolt-demo/setup.md | 8 ++++++++ 2 files changed, 21 insertions(+), 4 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/bolt-demo/install.md b/content/learning-paths/servers-and-cloud-computing/bolt-demo/install.md index a5165be927..2552772735 100644 --- a/content/learning-paths/servers-and-cloud-computing/bolt-demo/install.md +++ b/content/learning-paths/servers-and-cloud-computing/bolt-demo/install.md @@ -16,19 +16,28 @@ Package manager versions might be older, so verify the installed version before Install BOLT from a prebuilt [LLVM release](https://github.com/llvm/llvm-project/releases). This method provides a consistent version across systems. It also lets you use newer releases when available. -The following example uses LLVM 22.1.0. +The following example uses LLVM 22.1.5, the latest LLVM release available at the time of writing (May 2026). + +{{% notice Please Note %}} + +If you are using a 1st generation Arm AGI CPU, we recommend installing the latest LLVM release to ensure support for the processor. However due to backwards compatibility, LLVM BOLT 22.1.0 or later can still be used to complete this learning path. + +Arm AGI CPU support is expected to be introduced no earlier than LLVM 23. + +{{% /notice %}} + Download and extract LLVM: ```bash -wget https://github.com/llvm/llvm-project/releases/download/llvmorg-22.1.0/LLVM-22.1.0-Linux-ARM64.tar.xz -tar xf LLVM-22.1.0-Linux-ARM64.tar.xz +wget https://github.com/llvm/llvm-project/releases/download/llvmorg-22.1.5/LLVM-22.1.5-Linux-ARM64.tar.xz +tar xf LLVM-22.1.5-Linux-ARM64.tar.xz ``` Add LLVM tools to your PATH: ```bash -export PATH="$(pwd)/LLVM-22.1.0-Linux-ARM64/bin:$PATH" +export PATH="$(pwd)/LLVM-22.1.5-Linux-ARM64/bin:$PATH" ``` diff --git a/content/learning-paths/servers-and-cloud-computing/bolt-demo/setup.md b/content/learning-paths/servers-and-cloud-computing/bolt-demo/setup.md index 02e8aac47f..fcc69af504 100644 --- a/content/learning-paths/servers-and-cloud-computing/bolt-demo/setup.md +++ b/content/learning-paths/servers-and-cloud-computing/bolt-demo/setup.md @@ -59,6 +59,14 @@ clang bsort.cpp -o out/bsort -O3 -fuse-ld=lld -ffunction-sections -Wl,--emit-rel {{< /tab >}} {{< /tabpane >}} +{{% notice Please Note %}} + +If you want to use BOLT with your own application running on the 1st-generation Arm AGI CPU, we recommend using the latest version of GCC/LLVM. + +For the GNU toolchain, the `-mcpu=armagicpu` defintion was added in [GCC 16.1.0](https://github.com/gcc-mirror/gcc/commit/0f5f728854d2ea93e6806a8632c04383502b0386). As of May 2026, this is the same as the `-march=neoverse-v3ae` option available from [GCC 15](https://gcc.gnu.org/gcc-15/changes.html) onwards. However, in the future there may be differences between `neoverse-v3ae` and `armagicpu`. Similarly for LLVM, Arm AGI CPU support is expected to be introduced no earlier than LLVM 23. + +{{% /notice %}} + ## Verify the function order Verify that the compiler preserved the intended function order by inspecting the symbols in the `.text` section of the binary. Run the following command: From 5f34937a78142d2f2ddc58bb4502af754c9df90f Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 11:33:17 -0500 Subject: [PATCH 08/37] second pass with instructions --- .../xgboost-on-axion/background.md | 16 +++++----- .../deploy-xgboost-inference-api.md | 14 ++++----- .../xgboost-on-axion/firewall.md | 29 ++++++++++--------- .../install-train-tune-xgboost.md | 26 ++++++++--------- .../xgboost-on-axion/instance.md | 18 +++++++----- 5 files changed, 55 insertions(+), 48 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md index d07c0afcd2..b5b02121a0 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md @@ -1,5 +1,5 @@ --- -title: Learn about XGBoost and Google Axion C4A for machine learning +title: Understand XGBoost and Google Axion C4A for machine learning weight: 2 layout: "learningpathall" @@ -7,17 +7,19 @@ layout: "learningpathall" ## Google Axion C4A Arm instances for machine learning -Google Axion C4A is a family of Arm-based virtual machines built on Google’s custom Axion CPU, which is based on Arm Neoverse V2 cores. Designed for high-performance and energy-efficient computing, these virtual machines offer strong performance for modern cloud workloads such as CI/CD pipelines, microservices, media processing, and general-purpose applications. +Google Axion C4A is a family of Arm-based virtual machines built on Google’s custom Axion CPU, which is based on Arm Neoverse V2 cores. Designed for high-performance and energy-efficient computing, these virtual machines offer strong performance for modern cloud workloads. Such workloads include CI/CD pipelines, microservices, media processing, and general-purpose applications. -The C4A series provides a cost-effective alternative to x86 virtual machines while using the scalability and performance benefits of the Arm architecture in Google Cloud. +The C4A series provides a cost-effective alternative to x86 virtual machines while benefiting from the scalability and performance of Arm architecture in Google Cloud. -To learn more, see the Google blog [Introducing Google Axion Processors, our new Arm-based CPUs](https://cloud.google.com/blog/products/compute/introducing-googles-new-arm-based-cpu). +To learn more, see the Google blog [C4A VMs now GA: Our first custom Arm-based Axion CPU](https://cloud.google.com/blog/products/compute/try-c4a-the-first-google-axion-processor). ## XGBoost for scalable machine learning on Arm - Extreme Gradient Boosting (XGBoost) is a high-performance machine learning library designed for supervised learning tasks such as classification, regression, and ranking. It's widely used for tabular machine learning workloads because of its speed, scalability, and strong predictive accuracy. XGBoost provides parallelized tree boosting for fast model training, built-in regularization to reduce overfitting, hyperparameter tuning support, and efficient handling of large-scale datasets. XGBoost also supports model export and deployment for inference workloads, making it suitable for both experimentation and production use. +Extreme Gradient Boosting (XGBoost) is a high-performance machine learning library designed for supervised learning tasks such as classification, regression, and ranking. XGBoost is used for tabular machine learning workloads because of its speed, scalability, and strong predictive accuracy. It provides parallelized tree boosting for fast model training and built-in regularization to reduce overfitting. -Running XGBoost on Google Axion C4A Arm-based infrastructure enables efficient execution of machine learning workloads by using the high core-count architecture and optimized memory bandwidth available on Arm processors. This helps improve performance-per-watt, reduce infrastructure costs, and scale machine learning pipelines efficiently. +XGBoost supports hyperparameter tuning and efficient handling of large-scale datasets. It also supports model export and deployment for inference workloads, making it suitable for both experimentation and production use. + +By running XGBoost on Google Axion C4A Arm-based infrastructure, you can execute machine learning workloads efficiently with the high core-count architecture and optimized memory bandwidth available on Arm processors. This helps improve performance-per-watt, reduce infrastructure costs, and scale machine learning pipelines efficiently. Common use cases include fraud detection, recommendation systems, customer churn prediction, financial forecasting, and real-time inference APIs. XGBoost integrates with Python machine learning ecosystems such as scikit-learn, NumPy, and pandas, making it a practical choice across the full workflow from experimentation to production. @@ -27,4 +29,4 @@ To learn more, see the [XGBoost documentation](https://xgboost.readthedocs.io/en You've now learned about Google Axion C4A Arm-based virtual machines and XGBoost as a high-performance machine learning library suited to Arm processors. -Next, you'll create a firewall rule to expose the inference API port, then provision a C4A virtual machine for model training and deployment. +Next, you'll create a firewall rule to expose the inference API port, then provision a C4A virtual machine for model training and deployment using XGBoost. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md index b7b5c2cd28..7e7d1258f5 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md @@ -1,16 +1,16 @@ --- -title: Deploy and access XGBoost inference API +title: Deploy and access an XGBoost inference API weight: 6 ### FIXED, DO NOT MODIFY layout: learningpathall --- -## Deploy XGBoost inference API on SUSE Linux +## Run the XGBoost inference API on SUSE Linux -In this section, you deploy the trained XGBoost model as a Flask-based inference API on the GCP Axion Arm64 VM and test it with a sample prediction request. +In this section, you'll deploy the trained XGBoost model as a Flask-based inference API on the Google Axion Arm64 VM and test it with a sample prediction request. -Navigate to the XGBoost project directory and activate the virtual environment: +Navigate to the XGBoost project directory and make sure the virtual environment is active: ```bash cd ~/xgboost-learning-path @@ -133,7 +133,7 @@ The page displays the HTML response from the `/` route, confirming the API is ru ### Test inference -Send a prediction request to the `/predict` endpoint using `curl`. The input data is a 30-feature vector from the breast cancer dataset — the same format used during training. The `features` array must contain exactly 30 values to match the model's expected input shape: +Send a prediction request to the `/predict` endpoint using `curl`. The input data is a 30-feature vector from the breast cancer dataset — the same format used during training. The `features` array must contain exactly 30 values to match the model's expected input shape. For example: ```bash curl -X POST http://127.0.0.1:8080/predict \ @@ -147,8 +147,8 @@ The output is similar to: {"prediction":0} ``` -A prediction of `0` corresponds to a malignant classification in the breast cancer dataset (where `0` = malignant, `1` = benign). The model received the feature array, ran inference, and returned the result through the REST API. +A prediction of `0` corresponds to a malignant classification in the breast cancer dataset, and a prediction of `1` corresponds to a benign classification. The model received the feature array, ran inference, and returned the result through the REST API. ## What you've accomplished -You've successfully deployed a trained XGBoost model as a Flask REST API on a GCP Axion Arm64 VM, confirmed browser access through the external IP, and validated inference with a live prediction request. +You've successfully deployed a trained XGBoost model as a Flask REST API on a Google Axion Arm64 VM, confirmed browser access through the external IP, and validated inference with a live prediction request. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md index 2186e924a4..3f3faaeb6e 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/firewall.md @@ -1,5 +1,5 @@ --- -title: Configure Google Cloud firewall rules for XGBoost +title: Create Google Cloud firewall rules for XGBoost weight: 3 ### FIXED, DO NOT MODIFY @@ -8,25 +8,26 @@ layout: learningpathall ## Allow inbound access to the XGBoost inference API -Create a firewall rule in Google Cloud Console to expose the required port for the XGBoost inference API and browser-based access. +Create a firewall rule in Google Cloud console to expose the required port for the XGBoost inference API and browser-based access. -{{% notice Note %}} For help with GCP setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} +{{% notice Note %}} For help with Google Cloud Platform setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} ### Configure the firewall rule in Google Cloud Console To configure a firewall rule for the XGBoost inference API: -1. Navigate to the [Google Cloud Console](https://console.cloud.google.com/), go to **VPC Network > Firewall**, and select **Create firewall rule**. +1. Navigate to the [Google Cloud console](https://console.cloud.google.com/). +2. Go to **VPC Network > Firewall**, then select **Create firewall rule**. -![Google Cloud Console VPC Network Firewall page showing the Create firewall rule button in the top menu bar#center](images/firewall-rule.png "Create a firewall rule in Google Cloud Console") +![Google Cloud console VPC Network Firewall page showing the Create firewall rule button in the top menu bar#center](images/firewall-rule.png "Create a firewall rule in Google Cloud Console") -2. Set **Name** to `allow-xgboost-8080`, then select the network you want to bind to your virtual machine. +3. Set **Name** to `allow-xgboost-8080`, then select the network you want to bind to your virtual machine. -3. Set **Direction of traffic** to **Ingress** and **Action on match** to **Allow**. +4. Set **Direction of traffic** to **Ingress** and **Action on match** to **Allow**. -4. Set **Targets** to **Specified target tags** and enter `allow-xgboost-8080` in the **Target tags** field. +5. Set **Targets** to **Specified target tags** and enter `allow-xgboost-8080` in the **Target tags** field. You'll use this tag when you create a virtual machine in the next section. -5. Set **Source IPv4 ranges** to your current machine's public IP address. Run the following command in a terminal on your local machine to find it: +6. Set **Source IPv4 ranges** to your current machine's public IP address. Run the following command in a terminal on your local machine to find it: ```bash curl -4 ifconfig.me @@ -34,12 +35,12 @@ curl -4 ifconfig.me Take the returned address and append `/32` to convert it to CIDR notation, for example `203.0.113.42/32`. Restricting access to your own IP prevents port 8080 from being exposed to the public internet. -{{% notice Note %}}If your IP address changes or you need to access the API from a different machine, update this field with the new IP address. Using `0.0.0.0/0` opens the port to all traffic and is not recommended.{{% /notice %}} +{{% notice Note %}} If your IP address changes or you need to access the API from a different machine, update this field with the new IP address. Using `0.0.0.0/0` opens the port to all traffic and is not recommended.{{% /notice %}} ![Google Cloud Console Create firewall rule form with Name set to allow-xgboost-8080, Targets set to Specified target tags, and Direction of traffic set to Ingress#center](images/network-rule.png "Configuring the allow-xgboost-8080 firewall rule") -6. Under **Protocols and ports**, select **Specified protocols and ports**. -7. Select the **TCP** checkbox and enter: +7. Under **Protocols and ports**, select **Specified protocols and ports**. +8. Select the **TCP** checkbox and enter: ```text 8080 @@ -49,10 +50,10 @@ Port 8080 is used by the XGBoost inference API for browser-based validation and ![Google Cloud Console Protocols and ports section with TCP selected and port 8080 entered#center](images/network-port.png "Setting XGBoost ports in the firewall rule") -8. Select **Create**. +9. Select **Create**. ## What you've accomplished and what's next -You've now created a firewall rule to expose the XGBoost inference API externally. You also enabled browser access and remote API connectivity for inference testing. +You've now created a firewall rule to expose the XGBoost inference API to your public IP address. You've also enabled browser access and remote API connectivity for inference testing. Next, you'll create a Google Axion C4A Arm virtual machine and attach it to this firewall rule. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md index 1c439f2de6..b1e3a931ab 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md @@ -8,18 +8,18 @@ layout: learningpathall ## Install and configure XGBoost on SUSE Linux -In this section, you'll install XGBoost on a GCP Axion Arm64 VM running SUSE Linux with Python 3.11, train a machine learning model, and tune model performance using hyperparameter optimization. +In this section, you'll install XGBoost on a Google Axion Arm64 VM running SUSE Linux with Python 3.11. You'll then train a machine learning model and tune model performance using hyperparameter optimization. -### Update the system +### Update system packages -Update all system packages before installing Python and machine learning dependencies. This avoids package conflicts and ensures the latest security updates are applied: +Update all system packages before installing Python and machine learning dependencies. By updating packages, you can avoid package conflicts and ensure the latest security updates are applied: ```bash sudo zypper refresh sudo zypper update -y ``` -### Install required dependencies +### Install XGBoost dependencies Install Python 3.11, development libraries, and build tools required for XGBoost: @@ -35,7 +35,7 @@ sudo zypper install -y \ wget ``` -Verify that Python 3.11 is installed correctly. +Verify that Python 3.11 is installed correctly: ```bash python3.11 --version @@ -55,7 +55,7 @@ source xgb-env/bin/activate The virtual environment helps isolate Python packages from the system installation. -### Upgrade pip +#### Upgrade pip Upgrade pip, setuptools, and wheel to ensure compatibility with the latest Python packages and build dependencies: @@ -63,7 +63,7 @@ Upgrade pip, setuptools, and wheel to ensure compatibility with the latest Pytho pip install --upgrade pip setuptools wheel ``` -### Create a requirements file +#### Create a requirements file Create a requirements file listing the Python packages needed for XGBoost training and benchmarking: @@ -78,7 +78,7 @@ joblib EOF ``` -### Install dependencies +#### Install machine learning dependencies Install all machine learning dependencies inside the virtual environment: @@ -86,7 +86,7 @@ Install all machine learning dependencies inside the virtual environment: pip install -r requirements.txt ``` -Verify that XGBoost is installed correctly. +Verify that XGBoost is installed correctly: ```bash python -c "import xgboost; print(xgboost.__version__)" @@ -190,7 +190,7 @@ drwxr-xr-x 5 user user 4.0K May 13 10:20 xgb-env The `.json` and `.pkl` files are the trained model artifacts used later for inference API deployment. -## Use hyperparameter tuning to optimize model +## Use GridSearchCV to tune hyperparameters In this step, you'll optimize model performance using GridSearchCV and multiple hyperparameter combinations. @@ -259,7 +259,7 @@ In this step, you'll benchmark XGBoost training performance using a larger synth The benchmark simulates large-scale tabular machine learning workloads on the GCP Axion Arm64 processor. -### Create benchmark +### Create the benchmark script Create benchmark script: @@ -293,7 +293,7 @@ print(f"\nBenchmark completed in {end - start:.2f} seconds") EOF ``` -### Run benchmark +### Run the benchmark script Run the benchmark script to measure large-scale training performance on Arm64. @@ -311,6 +311,6 @@ The benchmark used a synthetic dataset of 500,000 samples and 50 features. Your ## What you've accomplished and what's next -You've now installed XGBoost on a GCP Axion Arm64 VM, trained a classification model on the breast cancer dataset, tuned hyperparameters with GridSearchCV, and benchmarked large-scale training performance. +You've now installed XGBoost on a GCP Axion Arm64 VM, trained and saved a classification model on the breast cancer dataset, tuned hyperparameters with GridSearchCV, and benchmarked large-scale training performance. Next, you'll deploy the trained model as a Flask inference API and access it from your browser using the VM public IP. diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md index 241bd508da..f6d6cef485 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/instance.md @@ -8,18 +8,20 @@ layout: learningpathall ## Set up the virtual machine -Create a Google Axion C4A Arm-based virtual machine (VM) on Google Cloud Platform. For this Learning Path, you'll use the `c4a-standard-4` machine type, which provides 4 vCPUs and 16 GB of memory. This VM hosts XGBoost model training, hyperparameter tuning, benchmarking, and the inference API. +Create a Google Axion C4A Arm-based virtual machine (VM) on Google Cloud Platform. For this Learning Path, you'll use the `c4a-standard-4` machine type. `c4a-standard-4`provides 4 vCPUs and 16 GB of memory. -{{% notice Note %}}For help with GCP setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} +The VM that you'll create will host XGBoost model training, hyperparameter tuning, benchmarking, and the inference API. -To create a C4A VM in the Google Cloud Console: +{{% notice Note %}}For help with Google Cloud Platform setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} -1. Navigate to the [Google Cloud Console](https://console.cloud.google.com/). +To create a C4A VM in the Google Cloud console: + +1. Navigate to the [Google Cloud console](https://console.cloud.google.com/). 2. Go to **Compute Engine** > **VM Instances** and select **Create Instance**. 3. Under **Machine configuration**, populate fields such as **Instance name**, **Region**, and **Zone**. 4. Set **Series** to `C4A`, then select `c4a-standard-4` for **Machine type**. -![Screenshot of the Google Cloud Console showing the Machine configuration section. The Series dropdown is set to C4A and the machine type c4a-standard-4 is selected#center](images/gcp-vm.png "Configuring machine type to C4A in Google Cloud Console") +![Screenshot of the Google Cloud console showing the Machine configuration section. The Series dropdown is set to C4A and the machine type c4a-standard-4 is selected#center](images/gcp-vm.png "Selecting machine type as C4A in the Google Cloud console") 5. Under **OS and storage**, select **Change** and then choose an Arm64-based operating system image. For this Learning Path, select **SUSE Linux Enterprise Server**. 6. For the license type, choose **Pay as you go**. @@ -30,7 +32,7 @@ To create a C4A VM in the Google Cloud Console: After the instance starts, select **SSH** next to the VM in the instance list to open a browser-based terminal session. -![Google Cloud Console VM instances page displaying running instance with green checkmark and SSH button in the Connect column#center](images/gcp-pubip-ssh.png "Connecting to a running C4A VM using SSH") +![Google Cloud console VM instances page displaying running instance with green checkmark and SSH button in the Connect column#center](images/gcp-pubip-ssh.png "Connecting to a running C4A VM using SSH") A new browser window opens with a terminal connected to your VM. @@ -38,4 +40,6 @@ A new browser window opens with a terminal connected to your VM. ## What you've accomplished and what's next -You've now provisioned a Google Axion C4A Arm VM and connected to it using SSH. The VM is linked to the firewall rule that exposes port 8080 for the XGBoost inference API. Next, you'll install XGBoost and configure a Python 3.11 environment for model training and benchmarking. +You've now provisioned a Google Axion C4A Arm VM and connected to it using SSH. The VM is linked to the firewall rule that allows access to port 8080 for the XGBoost inference API. + +Next, you'll install XGBoost and configure a Python 3.11 environment for model training and benchmarking. From 76174ea194f1bdc4770841af53145017b837efe4 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 13:19:16 -0500 Subject: [PATCH 09/37] initial background and index edits --- .../deepspeed-on-axion/_index.md | 6 +----- .../deepspeed-on-axion/background.md | 12 +++++++----- 2 files changed, 8 insertions(+), 10 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md index 80921a075b..7fbf87685d 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md @@ -1,9 +1,5 @@ --- -title: Train and Benchmark AI Workloads with DeepSpeed on Google Cloud C4A Axion VM - -draft: true -cascade: - draft: true +title: Train and benchmark AI Workloads with DeepSpeed on Google Cloud C4A Axion VMs description: Set up PyTorch and DeepSpeed on Google Cloud C4A Axion Arm VMs running SUSE Linux to train neural network models, benchmark AI workloads, and validate scalable CPU-based AI execution on Arm64 processors. diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md index ab14e42f28..647d40381b 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md @@ -1,5 +1,5 @@ --- -title: Learn about DeepSpeed and Google Axion C4A for AI training +title: Understand DeepSpeed and Google Axion C4A for AI training weight: 2 layout: "learningpathall" @@ -15,11 +15,11 @@ To learn more, see the Google blog [Introducing Google Axion Processors, our new ## DeepSpeed for scalable AI training on Arm -DeepSpeed is an open-source deep learning optimization framework developed by Microsoft to enable efficient and scalable training of large AI models. It is widely used for distributed deep learning, memory optimization, large language model (LLM) training, efficient inference execution, and high-performance AI workloads. Its core capabilities include ZeRO (Zero Redundancy Optimizer) memory optimization, distributed training acceleration, mixed precision training, pipeline and tensor parallelism, and optimized inference execution. +DeepSpeed is an open-source deep learning optimization framework developed by Microsoft for efficient and scalable training of large AI models. It is widely used for distributed deep learning, memory optimization, large language model (LLM) training, efficient inference execution, and high-performance AI workloads. Its core capabilities include Zero Redundancy Optimizer (ZeRO) memory optimization, distributed training acceleration, mixed precision training, pipeline and tensor parallelism, and optimized inference execution. -Running DeepSpeed on Google Axion C4A Arm-based infrastructure enables efficient CPU-based AI training and benchmarking by using multi-core Arm processors and optimized memory performance, which improves performance-per-watt and reduces infrastructure costs. +By running DeepSpeed on Google Axion C4A Arm-based infrastructure, you can perform efficient CPU-based AI training and benchmarking with multi-core Arm processors and optimized memory performance. This improves performance-per-watt and reduces infrastructure costs. -On SUSE Linux Enterprise Server Arm64 environments, some DeepSpeed native CPU communication extensions require GCC 9 or later to compile. The default SUSE image ships with GCC 7.5.0, so this Learning Path installs DeepSpeed in compatibility mode alongside PyTorch CPU execution. This provides a stable and reproducible AI training and benchmarking environment on GCP Axion Arm64. +On SUSE Linux Enterprise Server Arm64 environments, some DeepSpeed native CPU communication extensions require GCC 9 or later to compile. The default SUSE image ships with GCC 7.5.0, so in this Learning Path, you'll install DeepSpeed in compatibility mode alongside PyTorch CPU execution. This provides a stable and reproducible AI training and benchmarking environment. Common use cases include neural network training, AI benchmarking, scalable experimentation pipelines, and CPU-based inference validation. @@ -27,4 +27,6 @@ To learn more, see the [DeepSpeed documentation](https://www.deepspeed.ai/) and ## What you've learned and what's next -This section introduced Google Axion C4A Arm-based virtual machines and DeepSpeed as a scalable AI training framework suited to Arm processors. Next, you'll provision a C4A VM and install PyTorch and DeepSpeed to begin running training and benchmarking workloads. +You've now learned about Google Axion C4A Arm-based virtual machines and DeepSpeed as a scalable AI training framework suited to Arm processors. + +Next, you'll provision a C4A virtual machine and install PyTorch and DeepSpeed to begin running training and benchmarking workloads. From ac0dd7844a9732ef14ad1c9aedb29613abb30c32 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 13:19:56 -0500 Subject: [PATCH 10/37] restoring older google blog link --- .../servers-and-cloud-computing/xgboost-on-axion/background.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md index b5b02121a0..2ed0f99c2b 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/background.md @@ -11,7 +11,7 @@ Google Axion C4A is a family of Arm-based virtual machines built on Google’s c The C4A series provides a cost-effective alternative to x86 virtual machines while benefiting from the scalability and performance of Arm architecture in Google Cloud. -To learn more, see the Google blog [C4A VMs now GA: Our first custom Arm-based Axion CPU](https://cloud.google.com/blog/products/compute/try-c4a-the-first-google-axion-processor). +To learn more, see the Google blog [Introducing Google Axion Processors, our new Arm-based CPUs](https://cloud.google.com/blog/products/compute/introducing-googles-new-arm-based-cpu). ## XGBoost for scalable machine learning on Arm From b568822130e3a593cb04e4159c0d16e6a1ee72eb Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 13:38:28 -0500 Subject: [PATCH 11/37] some edits for instance and install-deepspeed-arm --- .../install-deepspeed-arm.md | 28 +++++++++---------- .../deepspeed-on-axion/instance.md | 12 ++++---- 2 files changed, 21 insertions(+), 19 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md index a10d76b76e..f8e000c2cf 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md @@ -1,5 +1,5 @@ --- -title: Setup PyTorch and DeepSpeed on GCP Axion (Arm) +title: Set up PyTorch and DeepSpeed on an Arm-based Google Axion virtual machine weight: 4 ### FIXED, DO NOT MODIFY @@ -8,18 +8,18 @@ layout: learningpathall ## Set up the Python environment -This section walks through installing Python 3.11, creating a virtual environment, and installing PyTorch and DeepSpeed on the GCP Axion VM running SUSE Linux. +In this section, you'll install Python 3.11, create a virtual environment, and install PyTorch and DeepSpeed on the Google Axion virtual machine (VM) running SUSE Linux. -## Verify ARM64 architecture +### Verify ARM64 architecture -Verify that the VM is running on Arm64 architecture. +Verify that the VM is running on Arm64 architecture: ```bash uname -m ``` -Expected output: +The output is similar to: ```text aarch64 @@ -45,15 +45,15 @@ Vendor ID: ARM The `Neoverse-V2` model name confirms you're running on a Google Axion processor. The `aarch64` architecture confirms the 64-bit Arm environment that PyTorch and DeepSpeed will target. -## Install Python +### Install Python -The default Python version on SUSE Linux may conflict with PyTorch and DeepSpeed dependencies. Python 3.11 provides stable support for both frameworks and avoids compatibility issues commonly seen with older or newer releases: +The default Python version on SUSE Linux might conflict with PyTorch and DeepSpeed dependencies. Python 3.11 provides stable support for both frameworks and avoids compatibility issues commonly seen with older or newer releases: ```bash sudo zypper install -y python311 python311-pip python311-devel ``` -## Create a Python virtual environment +### Create a Python virtual environment Create an isolated Python environment to prevent dependency conflicts with system packages: @@ -80,7 +80,7 @@ Python 3.11.10 ``` -## Upgrade pip +### Upgrade pip Upgrade pip, setuptools, and wheel before installing packages. Outdated packaging tools can cause installation failures or wheel compatibility issues, particularly on Arm64: @@ -88,9 +88,9 @@ Upgrade pip, setuptools, and wheel before installing packages. Outdated packagin pip install --upgrade pip setuptools wheel ``` -## Install Ninja +### Install Ninja -Ninja is a lightweight build system used by PyTorch and DeepSpeed to compile native extensions at runtime. Install it via pip rather than zypper to avoid SUSE repository dependency issues sometimes seen on cloud Arm64 images: +Ninja is a lightweight build system used by PyTorch and DeepSpeed to compile native extensions at runtime. Install it using pip rather than zypper to avoid SUSE repository dependency issues sometimes seen on cloud Arm64 images: ```bash pip install ninja @@ -108,9 +108,9 @@ The output is similar to: 1.13.0.git.kitware.jobserver-pipe-1 ``` -## Install CPU-only PyTorch +### Install CPU-only PyTorch -GCP Axion VMs have no GPU, so install the CPU-only PyTorch build. This avoids unnecessary CUDA dependencies and reduces package size: +Google Axion VMs have no GPU, so install the CPU-only PyTorch build. This avoids unnecessary CUDA dependencies and reduces package size: ```bash pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu @@ -127,7 +127,7 @@ The CPU-only build: - Improves installation stability - Matches the Axion hardware architecture -## Verify PyTorch installation +### Verify PyTorch installation ```bash python -c "import torch; print(torch.__version__)" diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md index c2a983eea9..a06cbb1656 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md @@ -8,13 +8,13 @@ layout: learningpathall ## Set up the virtual machine -Create a Google Axion C4A Arm-based virtual machine on Google Cloud Platform. This Learning Path uses the `c4a-standard-4` machine type, which provides 4 vCPUs and 16 GB of memory. This VM hosts PyTorch and DeepSpeed training and benchmarking workloads. +Create a Google Axion C4A Arm-based virtual machine (VM) on Google Cloud Platform. You'll use the `c4a-standard-4` machine type, which provides 4 vCPUs and 16 GB of memory. This VM will host PyTorch and DeepSpeed training and benchmarking workloads. -{{% notice Note %}}For help with GCP setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} +{{% notice Note %}}For help with Google Cloud Platform setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} -To create a C4A virtual machine in the Google Cloud Console: +To create a C4A virtual machine in the Google Cloud console: -1. Navigate to the [Google Cloud Console](https://console.cloud.google.com/). +1. Navigate to the [Google Cloud console](https://console.cloud.google.com/). 2. Go to **Compute Engine** > **VM Instances** and select **Create Instance**. 3. Under **Machine configuration**, populate fields such as **Instance name**, **Region**, and **Zone**. 4. Set **Series** to `C4A`, then select `c4a-standard-4` for **Machine type**. @@ -36,4 +36,6 @@ A new browser window opens with a terminal connected to your VM. ## What you've accomplished and what's next -You've provisioned a Google Axion C4A Arm VM and connected to it using SSH. Next, you'll install PyTorch and DeepSpeed and configure the Python environment for AI training. +You've now provisioned a Google Axion C4A Arm VM and connected to it using SSH. + +Next, you'll install PyTorch and DeepSpeed and configure the Python environment for AI training. From 5f714f058e358a9a2f4b86ae8275c556a270edac Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 13:39:48 -0500 Subject: [PATCH 12/37] title updates --- .../xgboost-on-axion/install-train-tune-xgboost.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md index b1e3a931ab..046058538b 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/install-train-tune-xgboost.md @@ -41,7 +41,7 @@ Verify that Python 3.11 is installed correctly: python3.11 --version ``` -### Create a Python environment +### Create a Python virtual environment Create a dedicated project directory and an isolated Python virtual environment for the XGBoost Learning Path. Using a virtual environment keeps the XGBoost packages separate from the system Python installation: @@ -55,7 +55,7 @@ source xgb-env/bin/activate The virtual environment helps isolate Python packages from the system installation. -#### Upgrade pip +### Upgrade pip Upgrade pip, setuptools, and wheel to ensure compatibility with the latest Python packages and build dependencies: @@ -63,7 +63,7 @@ Upgrade pip, setuptools, and wheel to ensure compatibility with the latest Pytho pip install --upgrade pip setuptools wheel ``` -#### Create a requirements file +### Create a requirements file Create a requirements file listing the Python packages needed for XGBoost training and benchmarking: @@ -78,7 +78,7 @@ joblib EOF ``` -#### Install machine learning dependencies +### Install machine learning dependencies Install all machine learning dependencies inside the virtual environment: From 990de207b81b42b301cd783c1eae7a6bb8889c48 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 16:51:44 -0500 Subject: [PATCH 13/37] more first pass edits --- .../install-deepspeed-arm.md | 43 +++++++++---------- .../train-benchmark-deepspeed-arm.md | 35 +++++++++------ 2 files changed, 43 insertions(+), 35 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md index f8e000c2cf..39633b49b3 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md @@ -90,13 +90,15 @@ pip install --upgrade pip setuptools wheel ### Install Ninja -Ninja is a lightweight build system used by PyTorch and DeepSpeed to compile native extensions at runtime. Install it using pip rather than zypper to avoid SUSE repository dependency issues sometimes seen on cloud Arm64 images: +Ninja is a lightweight build system used by PyTorch and DeepSpeed to compile native extensions at runtime. + +To avoid SUSE repository dependency issues sometimes seen on cloud Arm64 images, install Ninja using pip rather than zypper: ```bash pip install ninja ``` -Verify: +Verify the installation: ```bash ninja --version @@ -110,30 +112,22 @@ The output is similar to: ### Install CPU-only PyTorch -Google Axion VMs have no GPU, so install the CPU-only PyTorch build. This avoids unnecessary CUDA dependencies and reduces package size: +Google Axion VMs are CPU-only systems and don't contain NVIDIA GPUs. To avoid unnecessary CUDA dependencies and reduce package size, install the CPU-only PyTorch build: ```bash pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu ``` -## Why CPU-only PyTorch is used - -GCP Axion VMs are CPU-only systems and do not contain NVIDIA GPUs. - -The CPU-only build: - -- Reduces package size -- Avoids unnecessary CUDA dependencies -- Improves installation stability -- Matches the Axion hardware architecture - ### Verify PyTorch installation +Verify that you installed PyTorch successfully: + ```bash python -c "import torch; print(torch.__version__)" ``` The output is similar to: + ```output 2.12.0+cpu ``` @@ -145,16 +139,17 @@ python -c "import torch; print(torch.cuda.is_available())" ``` The output is similar to: + ```output False ``` -This is expected because GCP Axion VMs are CPU-only systems. +This is expected because Google Axion VMs are CPU-only systems. -## DeepSpeed limitation on SUSE Arm64 + ## Install DeepSpeed +DeepSpeed's distributed CPU extensions require GCC 9 or later to compile. The default SUSE Linux image on Google Axion ships with GCC 7.5.0. When DeepSpeed initializes its launcher, it attempts to compile the `deepspeed_shm_comm` shared memory communication extension. This compilation fails on GCC 7.5.0. To work around this, install DeepSpeed with all native extension compilation disabled. + Install DeepSpeed with native extension compilation disabled. Each variable tells the build system to skip a specific extension that requires GCC 9 or later: | Variable | Purpose | @@ -182,7 +179,7 @@ DS_BUILD_OPS=0 DS_BUILD_SHM_COMM=0 DS_BUILD_CPU_ADAM=0 DS_BUILD_AIO=0 pip instal ``` -## Verify DeepSpeed installation +Verify DeepSpeed installation: ```bash ds_report @@ -222,7 +219,7 @@ deepspeed wheel compiled w. ...... torch 0.0 shared memory (/dev/shm) size .... 7.80 GB ``` -The CPU accelerator warning is expected — GCP Axion VMs have no GPU. Most ops show `[NO] ... [OKAY]`, meaning they are not pre-installed but are compatible for just-in-time compilation via Ninja if needed at runtime. The one exception is `async_io`, which shows `[NO] ... [NO]` because it requires the `libaio-devel` system package. Since async I/O is not needed for the training workloads in this Learning Path and was disabled with `DS_BUILD_AIO=0`, you can ignore this warning. +The CPU accelerator warning is expected because Google Axion VMs have no GPU. Most ops show `[NO] ... [OKAY]`, meaning they are not pre-installed but are compatible for just-in-time compilation via Ninja if needed at runtime. The one exception is `async_io`, which shows `[NO] ... [NO]` because it requires the `libaio-devel` system package. Because async I/O isn't needed for the training workloads in this Learning Path, and it was disabled with `DS_BUILD_AIO=0`, you can ignore this warning. ## Create a project directory @@ -235,7 +232,7 @@ cd ~/deepspeed-demo ``` {{% notice Note %}} -Do not run `deepspeed train.py` directly on this VM. DeepSpeed's launcher attempts to compile the `deepspeed_shm_comm` native extension during initialization, which requires GCC 9 or later. Use `python train.py` instead, as shown in the next section. +Don't run `deepspeed train.py` directly on this VM. DeepSpeed's launcher attempts to compile the `deepspeed_shm_comm` native extension during initialization, which requires GCC 9 or later. Use `python train.py` instead, as shown in the next section. {{% /notice %}} @@ -254,4 +251,6 @@ If Python 3.11 is already installed when this occurs, you can continue. Install ## What you've accomplished and what's next -You've installed Python 3.11, PyTorch, and DeepSpeed on a GCP Axion Arm64 VM running SUSE Linux, verified the environment with `ds_report`, and created the project directory for training scripts. Next, you'll create and run neural network training and benchmarking workloads on the Axion processor. +You've now installed Python 3.11, PyTorch, and DeepSpeed on a Google Axion Arm64 VM running SUSE Linux, verified the environment with `ds_report`, and created the project directory for training scripts. + +Next, you'll create and run neural network training and benchmarking workloads on the Axion processor. diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md index 381012e6df..1b0f0d3065 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md @@ -1,5 +1,5 @@ --- -title: Train and Benchmark AI Workloads on GCP Axion (Arm) +title: Train and Benchmark AI workloads an Arm-based Google Axion virtual machine weight: 5 ### FIXED, DO NOT MODIFY @@ -8,7 +8,7 @@ layout: learningpathall ## Train and benchmark AI workloads -This section demonstrates neural network training and benchmarking on GCP Axion Arm64 processors using PyTorch. Two workloads are covered: a small baseline model to verify the environment, and a larger benchmark to evaluate CPU scaling behavior. +In this section, you'll train neural network training and benchmarking on Google Axion Arm64 processors using PyTorch. You'll run two workloads: a small baseline model to verify the environment, and a larger benchmark to evaluate CPU scaling behavior. If you're continuing in the same SSH session from the previous section, the `deepspeed-env` virtual environment is already active and your working directory is `~/deepspeed-demo`. If you've opened a new session, re-activate the environment and navigate to the project directory: @@ -16,8 +16,11 @@ If you're continuing in the same SSH session from the previous section, the `dee source ~/deepspeed-env/bin/activate cd ~/deepspeed-demo ``` +## Set up a baseline -## Baseline training workload +First, create and run a baseline model to verify the environment. + +### Create a baseline training workload Create a lightweight neural network training script to verify the environment. The script defines a three-layer feedforward network, generates synthetic training data, runs five epochs of mini-batch gradient descent using the Adam optimizer, and prints the total training time: @@ -81,13 +84,15 @@ print("Total Training Time:", end - start) EOF ``` -### Run the baseline training +### Run the baseline training workload + +Run the training script: ```bash python train.py ``` -Expected output: +The output is similar to: ```output Epoch 1, Loss: 155.41862654685974 @@ -100,7 +105,7 @@ Total Training Time: 0.7545099258422852 The loss decreases across all five epochs, confirming that gradient updates are working correctly and PyTorch is running properly on Arm64. -### Benchmark with timing +### Run the baseline with timing Run the same script under `time` and save the output for comparison: @@ -108,7 +113,7 @@ Run the same script under `time` and save the output for comparison: time python train.py | tee pytorch_baseline_result.txt ``` -Example output: +The output is similar to: ```output Epoch 1, Loss: 160.0170536339283 @@ -123,9 +128,13 @@ user 0m3.700s sys 0m0.137s ``` -The `real` time is total wall-clock duration. The `user` time exceeds `real` here because PyTorch uses multiple threads across all 4 vCPUs, so CPU time is summed across cores. +The `real` time is the total wall-clock duration. The `user` time exceeds `real` time here because PyTorch uses multiple threads across all 4 vCPUs, so CPU time is summed across cores. + +## Set up a large-scale benchmark + +After creating and running the baseline workload, create a large-scale benchmark to evaluate CPU behavior. -## Large-scale benchmark +### Create a large-scale benchmark This workload increases dataset size, input dimensionality, batch size, and model depth to stress CPU compute, memory bandwidth, and tensor operation throughput. It also calls `torch.set_num_threads(os.cpu_count())` to explicitly pin PyTorch to all available cores: @@ -196,7 +205,7 @@ EOF To observe CPU utilization while this runs, open a second terminal and run `top`. Look for the Python process — the CPU percentage reflects multi-threaded utilization across all 4 vCPUs. -### Run the large benchmark +### Run the large benchmark ```bash time python train_large.py | tee pytorch_large_result.txt @@ -219,7 +228,7 @@ sys 0m0.251s Training time scales roughly linearly with dataset size and model depth. The `user` time being approximately 4x `real` time confirms that PyTorch is distributing work across all 4 vCPUs effectively. -## Verify generated files +## Verify generated files for both workloads After both scripts complete, confirm the output files are present: @@ -245,6 +254,6 @@ The output is similar to: Both workloads trained to completion with steadily decreasing loss, confirming stable PyTorch CPU execution on GCP Axion Arm64. Your results may vary depending on VM load at the time of the run. -## What you've accomplished and what's next +## What you've accomplished -You've run two PyTorch training workloads on a GCP Axion Arm64 VM, measured wall-clock and CPU execution time, and confirmed stable multi-threaded neural network training on SUSE Linux. +You've run two PyTorch training workloads on a Google Axion Arm64 VM, measured wall-clock and CPU execution time, and confirmed stable multi-threaded neural network training on SUSE Linux. From 2708ed0691ff73defc49952614d219b025181e59 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 17:06:15 -0500 Subject: [PATCH 14/37] more edits --- .../deepspeed-on-axion/install-deepspeed-arm.md | 11 ++++++----- .../train-benchmark-deepspeed-arm.md | 2 +- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md index 39633b49b3..57d0139173 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md @@ -10,7 +10,6 @@ layout: learningpathall In this section, you'll install Python 3.11, create a virtual environment, and install PyTorch and DeepSpeed on the Google Axion virtual machine (VM) running SUSE Linux. - ### Verify ARM64 architecture Verify that the VM is running on Arm64 architecture: @@ -161,7 +160,7 @@ gcc (SUSE Linux) 7.5.0 When DeepSpeed initializes its launcher, it attempts to compile the `deepspeed_shm_comm` shared memory communication extension. This compilation fails on GCC 7.5.0. To work around this, install DeepSpeed with all native extension compilation disabled. --> -## Install DeepSpeed +### Install DeepSpeed DeepSpeed's distributed CPU extensions require GCC 9 or later to compile. The default SUSE Linux image on Google Axion ships with GCC 7.5.0. When DeepSpeed initializes its launcher, it attempts to compile the `deepspeed_shm_comm` shared memory communication extension. This compilation fails on GCC 7.5.0. To work around this, install DeepSpeed with all native extension compilation disabled. @@ -222,7 +221,7 @@ shared memory (/dev/shm) size .... 7.80 GB The CPU accelerator warning is expected because Google Axion VMs have no GPU. Most ops show `[NO] ... [OKAY]`, meaning they are not pre-installed but are compatible for just-in-time compilation via Ninja if needed at runtime. The one exception is `async_io`, which shows `[NO] ... [NO]` because it requires the `libaio-devel` system package. Because async I/O isn't needed for the training workloads in this Learning Path, and it was disabled with `DS_BUILD_AIO=0`, you can ignore this warning. -## Create a project directory +### Create a project directory Create a working directory for your DeepSpeed training scripts: @@ -236,11 +235,13 @@ Don't run `deepspeed train.py` directly on this VM. DeepSpeed's launcher attempt {{% /notice %}} -## Troubleshooting +## Troubleshoot setup issues + +Use the following guidance to troubleshoot issues with setting up the Python environment for the project. ### SUSE repository refresh issue -You may see the following error during `zypper` commands: +You might see the following error during `zypper` commands: ```output Receive: script died unexpectedly diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md index 1b0f0d3065..fd2f052305 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md @@ -1,5 +1,5 @@ --- -title: Train and Benchmark AI workloads an Arm-based Google Axion virtual machine +title: Train and benchmark AI workloads on an Arm-based Google Axion virtual machine weight: 5 ### FIXED, DO NOT MODIFY From 2d6633ac20ef49a22b4d11fb205790bbec7aea6c Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Mon, 18 May 2026 17:07:23 -0500 Subject: [PATCH 15/37] borrowing phrasing from deepspeed --- .../xgboost-on-axion/deploy-xgboost-inference-api.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md index 7e7d1258f5..0c137cafa4 100644 --- a/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md +++ b/content/learning-paths/servers-and-cloud-computing/xgboost-on-axion/deploy-xgboost-inference-api.md @@ -10,7 +10,7 @@ layout: learningpathall In this section, you'll deploy the trained XGBoost model as a Flask-based inference API on the Google Axion Arm64 VM and test it with a sample prediction request. -Navigate to the XGBoost project directory and make sure the virtual environment is active: +If you're continuing in the same SSH session from the previous section, the `xgb-env` virtual environment is already active and your working directory is `~/xgboost-learning-path`. If you've opened a new session, re-activate the environment and navigate to the project directory: ```bash cd ~/xgboost-learning-path From 358ac4f5f12cf89ea0930c76aff681e819cd6c01 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Mon, 18 May 2026 17:20:15 -0500 Subject: [PATCH 16/37] Starting tech review of memory access with Performix and Arm MCP server. --- .../performix-memory-access/_index.md | 24 +++++++++++-------- 1 file changed, 14 insertions(+), 10 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index 7d69935ca7..85405c8684 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -1,5 +1,9 @@ --- -title: Get started with memory access analysis with Arm Performix and the Arm MCP Server +title: Analyze memory access behavior using Arm Performix and the Arm MCP Server + +draft: true +cascade: + draft: true description: Learn how to profile memory access behavior in a C++ particle simulation on Arm Linux using the Arm Performix Memory Access recipe through the Arm MCP Server. @@ -10,12 +14,12 @@ who_is_this_for: This is an introductory topic for C++ developers who want to us learning_objectives: - Explain how L1 cache hits, TLB misses, and page walks affect C++ application runtime. - Build and visualize the orbiting galaxies example on an Arm Linux target. - - Inspect and optimize particle data structure using insights from the memory access recipe - - Use the Arm MCP Server in combination with performix for an agentic solution. + - Inspect and optimize particle data structure using insights from the memory access recipe. + - Use the Arm MCP Server in combination with Arm Performix for an agentic solution. prerequisites: - Access to an Arm Neoverse-based Linux metal instance. - - Basic understanding of memory hierarchy within a CPU + - Basic understanding of memory hierarchy within a CPU. - Basic C++ development experience. - Familiarity with the Linux command line. @@ -29,29 +33,29 @@ armips: tools_software_languages: - Arm Performix - MCP - - C++ + - C - CMake - Python - - Linux perf + - perf operatingsystems: - Linux further_reading: - resource: title: Identify code hotspots using Arm Performix through the Arm MCP Server - link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-mcp-agent/ + link: /learning-paths/servers-and-cloud-computing/performix-mcp-agent/ type: learning-path - resource: title: Find Code Hotspots with Arm Performix - link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/cpu_hotspot_performix/ + link: /learning-paths/servers-and-cloud-computing/cpu_hotspot_performix/ type: learning-path - resource: title: Optimize application performance using Arm Performix CPU microarchitecture analysis - link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-microarchitecture/ + link: /learning-paths/servers-and-cloud-computing/performix-microarchitecture/ type: learning-path - resource: title: Automate x86-to-Arm application migration using Arm MCP Server - link: https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-mcp-server/ + link: /learning-paths/servers-and-cloud-computing/arm-mcp-server/ type: learning-path - resource: title: Arm Performix From 7f5521e8a5533255f3f26829d78010671df0eb90 Mon Sep 17 00:00:00 2001 From: Sue Wu Date: Tue, 19 May 2026 15:56:23 +0800 Subject: [PATCH 17/37] add zephyr_cs320_mps4 to learning path --- .../zephyr_cs320_mps4/_index.md | 52 ++++ .../zephyr_cs320_mps4/_next-steps.md | 8 + .../zephyr_cs320_mps4/how-to-1.md | 15 + .../zephyr_cs320_mps4/how-to-2.md | 269 ++++++++++++++++++ .../zephyr_cs320_mps4/how-to-3.md | 55 ++++ .../zephyr_cs320_mps4/image.png | Bin 0 -> 9242 bytes 6 files changed, 399 insertions(+) create mode 100644 content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md create mode 100644 content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_next-steps.md create mode 100644 content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md create mode 100644 content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md create mode 100644 content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md create mode 100644 content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/image.png diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md new file mode 100644 index 0000000000..6596518762 --- /dev/null +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md @@ -0,0 +1,52 @@ +--- +title: Porting Zephyr and Running Applications on the Corstone-320 MPS4 Platform +minutes_to_complete: 45 + +who_is_this_for: + This topic is for embedded developers who want to run the Zephyr RTOS on the Arm Corstone-320 MPS4 FPGA platform. It focuses on the board enablement work and application workflow. + +learning_objectives: + - Set up Zephyr development environment for Corstone-320 MPS4 + - Configure device tree and board support packages to port Zephyr RTOS to MPS4 platform + - Build and run applications + +prerequisites: + - Basic familiarity with embedded C programming + - Basic knowledge of Zephyr RTOS + - A Corstone-320 MPS4 FPGA development board + - A Linux development environment, for example Ubuntu 20.04 or later + - Git + - Python 3.8 or higher + +author: Sue Wu, Arm + +skilllevels: Introductory +subjects: RTOS Fundamentals +armips: + - Cortex-M + - Corstone-320 +tools_software_languages: + - Zephyr + - GCC + - C + - MPS4 board + + +further_reading: + - resource: + title: Zephyr Project Documentation + link: https://docs.zephyrproject.org/latest/index.html + type: website + - resource: + title: Zephyr Sample applications and Demo + link: https://docs.zephyrproject.org/latest/samples/index.html + type: website + - resource: + title: MPS4 board + link: https://developer.arm.com/documentation/102577/0000?lang=en + type: website + +weight: 1 +layout: "learningpathall" +learning_path_main_page: "yes" +--- diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_next-steps.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_next-steps.md new file mode 100644 index 0000000000..727b395ddd --- /dev/null +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_next-steps.md @@ -0,0 +1,8 @@ +--- +# ================================================================================ +# FIXED, DO NOT MODIFY THIS FILE +# ================================================================================ +weight: 21 # The weight controls the order of the pages. _index.md always has weight 1. +title: "Next Steps" # Always the same, html page title. +layout: "learningpathall" # All files under learning paths have this same wrapper for Hugo processing. +--- diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md new file mode 100644 index 0000000000..cd6e285122 --- /dev/null +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md @@ -0,0 +1,15 @@ +--- +title: Set up Zephyr build environment +weight: 2 + +### FIXED, DO NOT MODIFY +layout: learningpathall +--- + +## Set up the development environment +This section describes the tools and environment you need for Corstone-320 MPS4 development with Zephyr. + +### Install the Zephyr build tools + +- Follow the Zephyr Project [Getting Started Guide — Zephyr Project Documentation](https://docs.zephyrproject.org/latest/develop/getting_started/index.html) to install the required packages and set up the Zephyr workspace. +- Download and install [arm-gnu-toolchain from Arm GNU Toolchain](https://developer.arm.com/downloads/-/arm-gnu-toolchain-downloads) diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md new file mode 100644 index 0000000000..d68ded74b1 --- /dev/null +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md @@ -0,0 +1,269 @@ +--- +title: Add Zephyr board support for Corstone-320 MPS4 platform +weight: 3 + +### FIXED, DO NOT MODIFY +layout: learningpathall +--- + +## Port Zephyr and run an application on Corstone-320 MPS4 + +### CS320 MPS4 Platform overview + +The Arm® Corstone™ SSE-320 FPGA Image for MPS4 (FI101) provides an FPGA implementation that runs on the MPS4 board. The image includes an Arm Cortex-M85 processor, an Arm Ethos-U85 NPU, and an Arm CoreLink DMA-350 direct memory access (DMA) controller. This setup provides a practical environment for developing and evaluating embedded applications, including machine learning workloads. + +Download the latest Corstone-320 FPGA image and review the platform documentations: +* [Arm® Corstone™ SSE-320 with Cortex®-M85 and Ethos™-U85 : Example FPGA (FI101)](https://developer.arm.com/downloads/view/FI101) +* [SSE-320 FPGA Image for MPS4 Application Note](https://developer.arm.com/documentation/109762/0100/?lang=en) +* [Arm® MPS4 FPGA Prototyping Board Technical Reference Manual](https://developer.arm.com/documentation/102577/latest/) +* [Arm® Corstone™ SSE-320 Example Subsystem Software Programmers Guide](https://developer.arm.com/documentation/109759/latest/) + + +### Add Zephyr board support for Corstone-320 MPS4 + +#### Understanding Zephyr board support architecture +Zephyr organizes hardware support in a hierarchy: + +``` +Board → SoC → CPU Cluster → CPU Core → Architecture +``` + +For Corstone-320 MPS4, this hierarchy looks like: +- **Board**: `mps4` (your custom board name in Zephyr) +- **SoC**: `corstone320` (Corstone-320 subsystem) +- **CPU Cluster**: `m85` (Cortex-M85 cluster) +- **CPU Core**: Single Cortex-M85 core +- **Architecture**: ARMv8.1-M with Helium + +#### Create the board directory structure + +Create a board directory under boards/arm/mps4/. Use the following structure: + +``` +boards/arm/mps4/ +├── board.yml # Board metadata +├── board.cmake # Build system integration +├── doc/ # Optional documentation +│ ├── index.rst +├── Kconfig.mps4 # Board Kconfig entry +├── Kconfig.defconfig # Default Kconfig settings +├── mps4_corstone320_fpga_defconfig # Board defconfig fragment +├── mps4_corstone320_fpga.dts # Device tree source +└── mps4_corstone320_fpga.yaml # Test runner metadata +``` + +#### Add the essential board files + +- board.yml +board.yml is board metadata, use board.yml to describe the board name, vendor, SoC, and variants. + +``` +board: + name: mps4 + full_name: MPS4 + vendor: arm + socs: + - name: 'corstone320' + variants: + - name: 'fpga' +``` + +- mps4_corstone320_fpga.dts + +The device tree describes the Corstone-320 MPS4 hardware. Base on the content on [SSE-320 FPGA Image for MPS4 Application Note](https://developer.arm.com/documentation/109762/0100/?lang=en) and tailor it to the peripherals and memory map you use. + +The following example shows a device tree that defines memory regions and enables UART and Ethos-U: + + +```dts +/dts-v1/; + +#include +#include +#include +#include + +{ + compatible = "arm,mps4-fpga"; + #address-cells = <1>; + #size-cells = <1>; + + chosen { + zephyr,console = &uart0; + zephyr,shell-uart = &uart0; + zephyr,sram = &sram; + zephyr,flash = &isram; + }; + + cpus { + #address-cells = <1>; + #size-cells = <0>; + + cpu@0 { + device_type = "cpu"; + compatible = "arm,cortex-m85"; + reg = <0>; + #address-cells = <1>; + #size-cells = <1>; + + mpu: mpu@e000ed90 { + compatible = "arm,armv8.1m-mpu"; + reg = <0xe000ed90 0x40>; + }; + }; + }; + + ethosu { + #address-cells = <1>; + #size-cells = <0>; + interrupt-parent = <&nvic>; + + ethosu0: ethosu@50004000 { + compatible = "arm,ethos-u"; + reg = <0x50004000>; + interrupts = <16 3>; + secure-enable; + privilege-enable; + status = "okay"; + }; + }; + + + itcm: itcm@10000000 { + compatible = "zephyr,memory-region"; + reg = <0x10000000 DT_SIZE_K(32)>; + zephyr,memory-region = "ITCM"; + }; + + sram: sram@12000000 { + compatible = "zephyr,memory-region", "mmio-sram"; + reg = <0x12000000 DT_SIZE_M(2)>; + zephyr,memory-region = "SRAM"; + }; + + rom: rom@11000000 { + compatible = "zephyr,memory-region"; + reg = <0x11000000 DT_SIZE_K(128)>; + zephyr,memory-region = "ROM"; + }; + + dtcm: dtcm@30000000 { + compatible = "zephyr,memory-region"; + reg = <0x30000000 DT_SIZE_K(32)>; + zephyr,memory-region = "DTCM"; + }; + + isram: sram@31000000 { + compatible = "zephyr,memory-region", "mmio-sram"; + reg = <0x31000000 DT_SIZE_M(4)>; + zephyr,memory-region = "ISRAM"; + }; + + + soc { + peripheral@50000000 { + #address-cells = <1>; + #size-cells = <1>; + ranges = <0x0 0x50000000 0x10000000>; + + #include "mps4_common_soc_peripheral_fpga.dtsi" + }; + }; +}; + +#include "mps4_common.dtsi" +``` +- mps4_common_soc_peripheral_fpga.dtsi + +This file defines the SoC peripherals for the MPS4 FPGA build. The following example configures a fixed system clock and two UART instances. + +``` +sysclk: system-clock { + compatible = "fixed-clock"; + clock-frequency = <50000000>; + #clock-cells = <0>; +}; + +uart0: uart@9303000 { + compatible = "arm,cmsdk-uart"; + reg = <0x9303000 0x1000>; + interrupts = <34 3 49 3>; + interrupt-names = "tx", "rx"; + clocks = <&sysclk>; + current-speed = <115200>; +}; + +uart1: uart@9304000 { + compatible = "arm,cmsdk-uart"; + reg = <0x9304000 0x1000>; + interrupts = <36 3 35 3>; + interrupt-names = "tx", "rx"; + clocks = <&sysclk>; + current-speed = <115200>; +}; + +pinctrl: pinctrl { + compatible = "arm,mps4-pinctrl"; + status = "okay"; +}; + +``` + +- Kconfig Files + +Zephyr uses Kconfig to configure build-time features. The MPS4 platform uses three Kconfig-related files: + +- Kconfig.mps4 +- Kconfig.defconfig +- Kconfig + +Kconfig.mps4 is the base configuration, it selects the SoC series and the specific SoC variant. + +```kconfig.mps4 +config BOARD_MPS4 + select SOC_SERIES_MPS4 + select SOC_MPS4_CORSTONE315 if BOARD_MPS4_CORSTONE315_FVP || BOARD_MPS4_CORSTONE315_FVP_NS + select SOC_MPS4_CORSTONE320 if BOARD_MPS4_CORSTONE320_FVP || BOARD_MPS4_CORSTONE320_FVP_NS || BOARD_MPS4_CORSTONE320_FPGA + +``` + +Kconfig.defconfig and Kconfig are to provide default values for features and drivers that your board requires. + +```kconfig.defconfig +if BOARD_MPS4_CORSTONE315_FVP || BOARD_MPS4_CORSTONE320_FVP || BOARD_MPS4_CORSTONE320_FPGA + +config UART_INTERRUPT_DRIVEN + default y # 串口默认启用中断驱动 + +config ROMSTART_REGION_ADDRESS + default $(dt_nodelabel_reg_addr_hex,rom) if BOARD_MPS4_CORSTONE320_FPGA + default $(dt_nodelabel_reg_addr_hex,itcm) + +config ROMSTART_REGION_SIZE + default $(dt_nodelabel_reg_size_hex,rom,0,k) if BOARD_MPS4_CORSTONE320_FPGA + default $(dt_nodelabel_reg_size_hex,itcm,0,k) + +``` + +The mps4_corstone320_fpga_defconfig file is a Kconfig fragment that Zephyr merges into the final .config when you build an application for this board. The following example enables TrustZone, MPU support, GPIO, and console over UART, and it builds a Secure image that relocates the ROM start region. + +```kconfig +CONFIG_RUNTIME_NMI=y +CONFIG_ARM_TRUSTZONE_M=y +CONFIG_ARM_MPU=y + +# GPIOs +CONFIG_GPIO=y + +# Serial +CONFIG_CONSOLE=y +CONFIG_UART_CONSOLE=y +CONFIG_SERIAL=y + +# Build a Secure firmware image +CONFIG_TRUSTED_EXECUTION_SECURE=y +# ROMSTART_REGION address and size are defined in Kconfig.defconfig +CONFIG_ROMSTART_RELOCATION_ROM=y + +``` + diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md new file mode 100644 index 0000000000..2bcd25b6e0 --- /dev/null +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md @@ -0,0 +1,55 @@ +--- +title: Build and run the hello_world sample for CS320 MPS4 platform +weight: 4 + +### FIXED, DO NOT MODIFY +layout: learningpathall +--- + +## Build the hello_world sample for MPS4 + +The Zephyr hello_world sample prints “Hello World” to the console. Use it to validate that your board support and toolchain configuration work. + +1. Activate your Python virtual environment for Zephyr. +2. Set the toolchain environment variables. Replace with the directory where you installed the Arm GNU Toolchain. + ```bash + export ZEPHYR_TOOLCHAIN_VARIANT=gnuarmemb + export GNUARMEMB_TOOLCHAIN_PATH=arm-gnu-toolchain-13.2.Rel1-x86_64-arm-none-eabi-install-path/ + ``` +3. Build the sample for the Corstone-320 FPGA variant: + ```bash + west build -p always -b mps4/corstone320/fpga zephyr/samples/hello_world -- -DCONFIG_ROMSTART_RELOCATION_ROM=y + ``` +After a successful build, the output file zephyr.elf is available under build/zephyr/. The ELF image contains the application and the Zephyr kernel libraries. + +## Run the application on the MPS4 board +1. Download the board files from [FI101](https://developer.arm.com/downloads/view/FI101?sortBy=availableBy&revision=r1p0-00eac0-2), +2. Set up the MPS4 platform according to the [Using the FI101 on MPS4 board](https://developer.arm.com/documentation/109762/0100/?lang=en). + +For the hello_world application, place the vector table in the FPGA boot ROM at address 0x11000000, and place the remaining code and data in SRAM at address 0x31000000. Create vector.bin and app.bin from zephyr.elf by using arm-none-eabi-objcopy. + +Update images.txt under /MB/HBI0376B/FI101 to load the two images: + + ``` +IMAGE0PORT: 2 +IMAGE0ADDRESS: 0x00_1100_0000 ; Address to load into +IMAGE0UPDATE: RAM +IMAGE0FILE: \SOFTWARE\vector.bin ; Image/data to be loaded + +IMAGE1PORT: 1 +IMAGE1ADDRESS: 0x31000000 ; Address to load into +IMAGE1UPDATE: RAM +IMAGE1FILE: \SOFTWARE\app.bin ; Image/data to be loaded + ``` + +Copy vector.bin and app.bin to \SOFTWARE, then power on the board. +If the setup is correct, the UART console prints the “Hello World” message, similar to the following example: + + ![alt text](image.png) + +## What you accomplished +In this Learning Path, you learned +- How to explore the Corstone‑320 architecture, created board support files and configured device tree and Kconfig options to port Zephyr RTOS for the target hardware. +- How to built and run the Zephyr hello_world sample on MPS4 board. + +These steps help you further customize Zephyr on the CS320 MPS4 platform and validate a complete build-and-run workflow. diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/image.png b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/image.png new file mode 100644 index 0000000000000000000000000000000000000000..5628bb32e6a65f0f78ef3784125f44f10749faea GIT binary patch literal 9242 zcma)iWmr^E*Y+S?0s;fl-Hp;ANJ@!FNl15h4G7YyAYCFcia2x(C?G>fNH;?aF?2T! z!#6(9`~7==yw|nQoHen}?7hxjd)@cFPQpuFby6ZaA^-qDs;Qy!3IM>Sz}T_`c$in5 z7X0s+6PE8Qb!7l#m|^?hXO2obN&rA@8ZpWm7xSLbOT*L`0C+t8@4%uR8`uW`*sC>F zlwJo}?icFCGZ+_bcBDJDneA8tYxCqy==vs&{t`TBEu?{&%T$R**>tJ^_kL@cE58io z+2UeRA7x2C{ougkG|Gi@@mVYKBz*;@tZHL|)5YFrj`t+a?edWp*|0;sI z{t0)p&>&$pOO>BA5teFdcVmaxgs<$-d`tJ2p@(aydOfu{Y^ z47C#KsN~nz5qA3Et^B<_Y75SP6-d+m7L~_B5G92OJ6$A3UG#KxC3&K86;WvZo@&A< z7F|w9CRFptTh!V_wbwCq~22d7kb$R|0z zy$9YS;ru}x0x73BN(COn;iva#$?*HQhIb~CG!cHlj(ZqQ(8-i!(2ZUPf4B}g=0{%P zM+1RZGm1gD%k4f)Z|@J2y{NL^P ziJ^*w)BK(|9Hp};=dLG7WEj^Ftol7miZ>X12!Y=aC|;k^OT9%Uvcx~Ng%yv8E;C0? zQ(*qP+j+gbg?n|it)q9Ez6YGVsi)ABagWNrI?;cP+Hsou89C!=(I?$~wc5LIh0;I9 z_upF?K-{(*tv^(_ofDMf4+lkwsAC}^`e6c`3}h>UiF&tP-8?z4r|*K0R#Nf~?v>)& zv!(KTmW@^%Q;+%x$UM5tUa!wJh|Vwc7!E#rlkc5;ga*OeWK}brWK*BZ&mLt{njDi1 zdl5Mk4N*iv^D}WB&!3zIG6zSzv`Qo2v&02-UwU?#@mAw%Q(jy!K`fqHm8Vd~uaRGp zdDzZdun$_#D_jKjpvi5TAeWlA`tL8d2hIm}K*ryNFddc@0<>%=usrl=PSByRHFj$C zZ#`IN9EPWUa8tiI=eD^e2q0x?Ps=Z|+3Oigp$3y~Xh!b~QzXwHmYfSV^KAj?eDuqr95*t=YCgp1=1x5_|uQ{x2#L`Y0Bq_f%u<)~^vIH!c>-syPRz82a@ z1*&xJPq;sS1F)watd{q5JI%yc)9x9dLO5r)N4gt*USI)eV{rq;`oy--c7HCghq!yt zol7&<1rDiHckvy1Q}=!wy0mZnty9T|Hgi4=^uF8B6?w~4TB|9VT6gh_%n;bPK}R0g zg7w`nf~_gd%I5gE{HpxVSTZ$RtBmKek3SEPf=hy*|C#Etk6`c-6WU?3uWOT0E{q%- zFuad?RQ>V3vz8<8p(rg06*IoLQOq+r*#276ZpeU$`mGiHYf%SV?jQJ$40X&Vl%LKh ze7o@iYGmkSuWx*N#iKPD+qG2;NbL8os4^OhpHlP@IND0-PD|ip;|~j{kN{$n?u58s zE%bHUJWh1%mt{;2wx>IAA$r3^SqcjGp^k%wuP2+LNlfo2vSh8Drea=7@MQf>ZhUN# z!w}cipHj-|U_&3skZkz=YpnTsf$TFec%aOt%T)2ZoDr@wd875wso>kJ@9MSjR41OHh#k5B_ zejmI&Pl%EK4i;9h%J>DNpK5^43e;%h;qjAl!}(LU`gy&1G46YwB+)z z8#l|&TR#z~`~(de{svN15H3LY`6w&gH;EfOq3p2ko?YgZbJ*K8z4Vbd z=Cy(ILOSq9fX`-iM8Vy`w0{9MfHvqnizVX971bX{Ewm`g$x@j?SOetgl+wtFGi^?o37v_bvoJz#Jn zJ>mgQ`%h3VJG#vZhmy-p@fpjXYj&tP;Y9Brnx)5AA0$G3yYIt4FFDuVo!#{;=dd%k zAA(187Szdcw!z*ZyEWC3q^GP0norPM2cY)%zSIj{#LelZGU1bB(G!m*VwpM4`*y53 zstJ;>4(OxwaG50>gW#F|Wj*p0a@0#;{u$Cb2^X>QG{x`m zbBry1ZYOs5~ zTZDmmF~Pw7)_rhVtrccA9tv1NtTiaQLBJF|qo86)0g)knAv^8U9QOG$i^bNjkL!2l zlZW9psbY`y`7-mfB@?@QbQ@PKpBd{W1lhc7^mc@iA?@$+Xhj4P$O=5}u(sLQQysnd z&fZB(PKBEJ`7gC^_(>7hu(JI=l5z5QLjd&Qn$(3A?Vm-Tc+(@7qzNavtvBvlk2 zHrAij%XV}+N-iOaFOM3o-V+V)oA<@wA0p~)WRAInG*1H2H^Q0MvdzAQ+1qrrAnox9 zy+#|G)CV4pxeedCfqp{)%gIEc#;_RIjg40e_jI9}Fn{Y9TPam(lUc!j)s{gcip0V! zhrYgEk9UN6o+nFX#qvUEllM22F>yf!ZYu=rcd)aPq`N%ER*0wovDz>hOmjcj)!ohP zk&b7VHv<~6@2WGakYvSvu2U<}-f|Fo7Ogoi!MexBM+NZcjrIyt`S?Y9R=FYf=(BCT zdgd4X($5gGMNA^?r_j+!vi*uUk?wf#qkW-O2zd0!7ov$Sn{5bgQx$L*zwy;dmMXB` zi(h+^ttF9>SW;rZDcf5bU#O4-rX61dRk47-oOH897LyS83nM4IdkJiNk|$fyQp991 z-6)eP$EyEqKA+(9Q;wuk@VAiTzz3m%DD=C+!4oY#%*1M!Yu^7cr%vk3DI!Iad=zzd0Re~;fuBke{uNlapl3;$`Cwm#i zYY6O%L*Hz)35xX{BkK3VT|2{TGiC{t9j^ZNY-TfJr12Y1zTBq)ig!U-WM+KxXyXN~ zx`~e}VsC=xaCjc$mTqGi%Lsnb&cGG_@;;HtlU6NHkG01{TV6ZUz9Ia}WJRX5*RXHj z{LZ7jSn{<3X0_;;Y@RDT2&9!XgI$@5vv@Vof-R2+{`#iEPc7sXmvcUOm}OV!c#m9t zf2ycK;N);EXe`<$HNjN`JYG97r_8nZV=rN-o6S=wCq0!i*l)v#oj&w?@2E@OJ2SF?SGKNK98(XKKtGqK#Ol8 z;viEd@>BbU%sK;$F><*ztLT*+)IjLSG2+g6uVH1p7zx7n+el5vzkHGO)lu*2+5L_~ zd)PRtC+KE|`r3>V=_J|MU*%V!o907}ZD~U+AkP-_%Gr1hz4?LX^<3)Dp(@A7(Egtp zzS_XFw802*^^K?;zE63o_VWs|?6SQ4 zvdek1NVAObLd|d++7S=P&$UJwJc-1#)^23mPa^TGOjGzUgZ5=o8&aU5oXP@f__a3Q zb5hNCyY0tLSNAkBR*vJV^~!wKx*-3EAkj_$oHRhDND-v{MMG0p>vZH1d(xqc$7O&JUOf4cH_Kas$94`8+-2Dw`-B~#Fol)TF*ta-J zy?KQ;c6na@gDS3lgGvz&?%0!_VHwk)s9XZY>9lJLF3!*!%IDF}tp*nGr_Jx?w5^pf z=?`}(xkBZ=#JurxBPje(hZnU^B1+}%Fa?dlU;HC$l;qLsil7DbQ(g=! zJ27X-&&|^0@c(fEavex96f4?0gpfc|ka-(XK5zAe9>gDQ6gESzQzDJ;K%dBfJE5l$R{TghLIql!1Z@N4MNwUi}qC*EHmcW2-Rhg3w zkw9N6D_-c;4~oj*XF0NENk9wf$jTL_?_Vq;3hRq%*_4bo_st-rU2IW|hSY(9rQ76d zH7-$yW{}V#5c+bDIa|UfiD2qf27}az)U!GYe%Rlwq(9U?7C7wWy4G-K4mB2uDGdoE zYYGYz&>z34m}ek{=Io|;ic;^#g$f+{^GWZjRj8aR`Mk=?eZpCxU02xeranIZw~Mr1 zF91=1IH-3FCtCwmiu8kI8}z51>s-BbX9KP&(083#1HlCO`(*M|NtGwhr$#Ea& zp|b7yR(}C!D=5nrUShBk`G9Z7!#hVhmdXE7sHxRgB5S-3J>C1J_rJ?HfFLOzLr|Wz ztUtf%rMLQg7ItWMKwAqBjQiRC~KZXSg=VMNT!^mN5>eDYB%!i zna)Ukwr}bJLaudE({4+RL``g=TWr2IGn^^9{&3CR65GT}!m4sqD9xPl!HxzYzGD-jy3>cWT4fNK_m32Ab$M4Q})xF`TG8guJ0~A1gGAepwL= z_D-!dA4fH+7(<@1$GHHWMGvKQbUBu5ET0E*{0A8~mhPF{Jxb5pq`F>bBFm^G@V%K( zv=8KvyXFt$Eh5+*D5M%k^?P3Hp3bn&6_N{n`B~PcQCCx`^FjUaTcMvZYf3aWQ(%P7 z;aG`7pjxxJktpfcawiyBne3Bi$Ij{^RVTJZkZhMti zU0R0PZlWW6tlmdiybao-SF;VVT$czdo;B8D{G$3ST8JFfQ+8hR%oy@8!MQ@CRARp3 z&}CZHeVuQrHy#OpB{|JI$k|_v7&t`fH@aIu8BC9&ZLa(Ogxyjdekw7Ia4pq`l7Ci> zPB`@hy;EF8ycncNe0V&CeNpWz+tE#pxY+#nMKOo9E;DK-%JUth;N42t-A=@(WiJa- zJs1YGydU;VQRu$c?wT}OuNIFkom?F=fBGeOltBq0@pi(l`52Fyrtk4V_yN#z;$nh! zyim85w`;$kppl8WnT=o1H9hSsN0yf8FJye~_hh$vFM3x6uFDWE0^*Ek$uUB34?byx zrcP5;!pp;ons|32;}&|oGE*E5*y49WXpZVhrAzTH%Twq1^IGr|`yJpy@#)}gB_m@- zfWv}AiQ;L#??lb$R1&=6aPZvFl?^o=EeQWO8Z=Q#c=6Tmd#!UC`H*W^kKaZEMW5y3 zf1MXoGs~+Ec{Bi?bT~r-kIRB3xnUj`M%h|f9VfH01M>mf52P?*Jeh3rDqL*b$!f1K zyhJgtf>e=~8W^8<4%Rfb#laHdjca;1j9Ywr*jvtB1Y^2RcrEd=XzWo z6~TWyjt?&TZHNuOy*Gh;ko~TI`nzBsB>6DfQ4z5lW?@B=??uFFG&5hCYtKdc#v& zhv$#TEa?vjtDgErpnV;i1nS8P_4wn@^Y`q$%yY7B+=Hc`ypolEPYe7Fq;9ky$17n{ z4!F+S+eerniP^J$X~fSBy<7N-ma6y~ZHI7Q!#0Hne_a*?y;YTuW>pSH6v(B0f2mRW z#NGe(WrkeLrRKb`a(w{M#(cYK4h14KT+;%f-`L!m@ZrN~#nruoKSAIxzAiY)<+CDb zhBp?r_&~<>LM`Jw*~<3UuYZw!xJ;|O7GOw=)O_^eb3q^9TqRW5_~Dl-4q+F!tL+$H zvGv0$K0W(8ED?2ui;Rg!cF2#lc9_HgfV|dSA@Bw+8Ix+D;`DWKmQj#Z(>6e@e}+rcz{sZg4s|u{W>4^g(DQyCh1M z-U(RX(RbOtK{Zzd>9xJ`+`9(~ozeB)J)Kvy&DVE$kNw3gKI}iKb_@)szA7YxlK%kM zgkw8+PhQbd9XC9|1%>6To>pv#oS5r(Egqe%4~#LzmeG+98p`j zXE+?aG?Gibo21C3HI-A!_fJ{(tOf&030BKtPppBSR~Fo$jzfEP#g8KY0yeI}s#FuHd2g1kHAa|VHO#&Z<1H}r~a(`0ejyWk~x z+>1W(D3ekKqv87@p8CGLN^<$qd3lrG!JxF~481G=h{J}}EmqV! zP-Xb#xJ_E!$=J6H$nC!7dP7#Ea~IR~5w=1s2Pivk^0jrIgj)DJ7M`=~PW2d*MCaS! zxx7om@d}Ti)>B(UY-x-ZYvVqusREYkwq=U#nyo5cY?27l7`YnLqAOPp=ak0+aH+L< zyit(h{ABrthG{gV224bc4#U9z-+X6`u$mQJ;?&}%g*vwBxZO> zN`B$NWn)h8m*Cq5#Hk-8#xZ?yrKTzvH4Yz}1P{|5IzX>Hska8s)uPq=*=%gTU)f_( z=J(UB9>Z3%@4WT~Pd9oP_Spm7Rb1Wnjupwr8)v|29NHCYN9e(u8gXJ%DIHi(yLN5b z^PyghsK+MW+377pJU0{DCcM1Z4AO3S#5|H7C_{Uy^qd!5rh3~@ecXm;Gt})z7W*`b z?BCoA8UC`ZQk{y(Ch{EOAZL{W$d$xdSvx&{q&nK}#}rD>+b0@h#6~*C6e(wc71Fq) z3SyOyQUNOQ6-*vniFZ@`C|W8VQHGElA>f}R)tr!it|+X)Y9})%n})$^65>AEioDS1 zo->D-f;@@+3GG0$gEb-2%zvJU9mdFH@_e(Kcm!c>Y99~i9n=d>u?Zerl^%>gwpXY4 zDwiZ82~BvBe4-R>Df9Ou+4AKCqmo01z!l@Iy^M-`si>?+=Lo z=-7BP2pzo5#R?P}FurDM{9Bwrp=Tx{Hh6JMiXv@gP^3>&lCCqDe1w#M_{g`1xsY3j zbf$?`xjHo^e|0T34Hn8C+~W#_^_W*>MCqw;-!*aAPTvG^`e$DXubms;DPzKfQinT< zz=3}kxaa#Hg{RX~s{?#b%WX33it3Z}V?28`crF;j-Y!Nx`m*!Hgx0<`Vyh zS!E0C>k5mqH=Uie89o^bmp+xPffK%Q15S5NI44}($ff)fa16`961%-#rlvLboj#X{ z+uNv=Ml4r0Pw+xJTiQSf`Ht}0ND%>=3@A#TFyXO*)O1H}>$OldsbWs{KAeAIKJeE3 zhulJGv0`t)T=;Sg-^AScRqj4qF?L$4At*5~)sXdtD*;dMPolhLJy64~yQV{`RYUG= zdA#(%j?j!{`b~busU)U&lATFIf#g|fsuS(1wJP3Crijw}T(_TJRC_1gEII<7cnt3C z^r2sEQb`*peCnN4Q|)a4plxaWyHt|5)usWirMI#X4OXwoW*SkJ!^kF-qJ+AdqQ`ky}M9adx)tT1d_1tGBV{5wucX7~R`& zm+PNiLZW8|tz6j95fLTgvTF6H{Xw!KWgG1cZ9H32csd}S_ppAs{M@Vo%xonhkUdg) zEpAR@B&BNZT(mL& zb(~wdblE{c!(JNZ&)-{5>n#PF?Y}IJ6i2#Gylbm|)AFxQ<#v)p;L66(M^rq?@i|_E zH977G*cHztxWb7YxMq9cZ_Pfowl??IT&6T8TlWt`i8+0u2={fLCjHEQI_4#)-p$x7chdNxVNx zZlZrL`C7B|x@GRqbrUvvWJ`hzXcmabRf&UO&a6M~nnw%=>g6rgg}Z0X%B~ZEOt0=5 zCohee6(^41n7w&WnhWx~5L{?PtUvZqu{}a^1~@LW6;-kCt2#gR)`-l|N9@bDxDv@8 zwt-7#72+Vt>j%>09&>1zlMfUDUyIsE4&<@z| zcG{8z*_VCz+NK*755|um7UjNwDgD;`ra$H>QR%eGs5QOkBm8dmaL_EHqcTJUVlyJa z|LO08rnH0}8v6}n2@c-TK)(;tBe? z^lO8j)7w*AQ+BHta$!Kt77IjwvwMq?FgKMm;Fj!(q2cCa^e2rax&g~m4ogDrz0 z33%78Q^m5hiZn%1M&cPYvsU&~TL*Z)(Jb=L4@I+bg8bFiE}&d4yLz>``jSPQG*`U4 zY5z)yb>o=4)dzP~*@&nS>Mm3dz2zhEI2{QCkhr<^!`dzibuC)8xFzq>3y2tq{Z43f zME!aR)_%@^G=IS5yVn4!aI0F?E?n3sT(m?Se%*#FnSItTYCS9LIOx-JcqFmz@G`c| z*!PtcOpk_K)FJifoqfAjK}_F4wzK_G zJoMbqqrZhi#)yNzrd_qW4rL|mdwHMYtj#z2tpX*5Zgs&zi{;{7rMIkI5^c?(FZmtu zJ;%%>cwP+cvISe#v1aklJ{1y~w3)UTT=efvk_HybpHjc@C2RY+I2Ee(CKIdx+Vpf^ zb9BMuBm{oIfSdHf6AUIslnH#{%O3EWDqxy-OynyhYS{f{g(o2-a{!KHz`zk*Zhk?w zSNRuB?+?98`#EM~C#RRA>=OdU-8L6%(vLnSuK7}1fPF2>wyPXP&sTn!eH&G?PFniH z^dNAAQw_eLB9Lg59KGAVx4{37sR0XCRmtg`tu6`&&OjWw*xF$m^ z|NKm>1|y>-acCRn7osZ8mo%XaSQ!6Utbtc}%#E_C%{XL~>l*X=?=eQ{#wm2||R&PLWzSb+E( zm}m~E=P9%y#T+<4;dO~1p6SbLD(*G(Tstz=0V1hm;+eml;Aw?fUGiJYWLRH|r_^XvZ>2|ny>B>1ZDEAY?;Pw6*C1jE&a|8as2G4OTGjOClzWJ3N zPMmu!(_~3Pw%SU*{l5P1_7n39vCa1A+J>)XAauvKcn3Eg zokG`<#)M;MEQ?rvo63Gk13l`p(3tGKow`4q&U6!m%}P$N-gxeZG3@BcC(oGr%a{F- z+f{O~nn=N#1otL+LXAMFG%W9Uk*swx!}AaDvV#7y16+_w9?$qv{6nRm%=DK%w-WW215Jw>A`$Nc_-(5`aPNP zUE9hvw7M2qMBq_w{!l9f;kNbw=XZR2C!75X=mWYtiM*xP)1h+t{eAULiFWRp)v^Jn z{!(1U|E4O*FU$t8!Vs?g+HXh_K>Qjl!i@whm78hO>D!w_y}s+rPGc>zuA95M*6Zx1 zPFM2HsqVEe)O2}!s8qj*wM`|Bg1tbRHt5o)Lk=p}>t58Cyc1#))UPuTBbI!v)6%7C zhhc3eOn)+4UI33`9~RWEd?f*F3;wLzlD%sh5&D-}5%I&bnP>TmPRYe%pYFnez2$N} zKg|n_K4#?o9yjGt53gN(Id)~_THM-j*lf5q=XJw#sr502+m(M``1W6XB>WHge;&1k zJJIWONGHLx4BL19B{oZgjL&E5t|uyAqy5l(<+;M3MGl(qy)`%M*q3I;z)S8JT?_$H zPI8L;w)tCDjW|A|du;FIk&3vk&TUnSf+{)Av5zw5VGgO1vS#XxMI3JuY193QSYarx zh2QH#ZaKk!i69dAA3pOD9wj8x3{KtgiF3n%x$N9~vZuW<(a@0lL(KC$08Le06^OD` G)c*sk2R1GM literal 0 HcmV?d00001 From 78df2914b261924166c8e862f1034b1241c54f22 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Tue, 19 May 2026 11:18:58 -0500 Subject: [PATCH 18/37] second pass edits --- .../deepspeed-on-axion/background.md | 6 +-- .../install-deepspeed-arm.md | 45 +++++++------------ .../deepspeed-on-axion/instance.md | 6 +-- .../train-benchmark-deepspeed-arm.md | 30 ++++++++----- 4 files changed, 42 insertions(+), 45 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md index 647d40381b..f0a4aed329 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/background.md @@ -19,9 +19,9 @@ DeepSpeed is an open-source deep learning optimization framework developed by Mi By running DeepSpeed on Google Axion C4A Arm-based infrastructure, you can perform efficient CPU-based AI training and benchmarking with multi-core Arm processors and optimized memory performance. This improves performance-per-watt and reduces infrastructure costs. -On SUSE Linux Enterprise Server Arm64 environments, some DeepSpeed native CPU communication extensions require GCC 9 or later to compile. The default SUSE image ships with GCC 7.5.0, so in this Learning Path, you'll install DeepSpeed in compatibility mode alongside PyTorch CPU execution. This provides a stable and reproducible AI training and benchmarking environment. +On SUSE Linux Enterprise Server Arm64 environments, some DeepSpeed native CPU communication extensions require GCC 9 or later to compile. Because the default SUSE image ships with GCC 7.5.0., you'll install DeepSpeed in compatibility mode alongside PyTorch CPU execution. This provides a stable and reproducible AI training and benchmarking environment. -Common use cases include neural network training, AI benchmarking, scalable experimentation pipelines, and CPU-based inference validation. +Common use cases of DeepSpeed include neural network training, AI benchmarking, scalable experimentation pipelines, and CPU-based inference validation. To learn more, see the [DeepSpeed documentation](https://www.deepspeed.ai/) and the [DeepSpeed GitHub repository](https://github.com/microsoft/DeepSpeed). @@ -29,4 +29,4 @@ To learn more, see the [DeepSpeed documentation](https://www.deepspeed.ai/) and You've now learned about Google Axion C4A Arm-based virtual machines and DeepSpeed as a scalable AI training framework suited to Arm processors. -Next, you'll provision a C4A virtual machine and install PyTorch and DeepSpeed to begin running training and benchmarking workloads. +Next, you'll provision a C4A virtual machine, then install PyTorch and DeepSpeed to run training and benchmarking workloads. diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md index 57d0139173..018cf31551 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/install-deepspeed-arm.md @@ -1,5 +1,5 @@ --- -title: Set up PyTorch and DeepSpeed on an Arm-based Google Axion virtual machine +title: Set up PyTorch and DeepSpeed on a Google Axion C4A virtual machine weight: 4 ### FIXED, DO NOT MODIFY @@ -8,9 +8,9 @@ layout: learningpathall ## Set up the Python environment -In this section, you'll install Python 3.11, create a virtual environment, and install PyTorch and DeepSpeed on the Google Axion virtual machine (VM) running SUSE Linux. +First, install Python 3.11 and create a virtual environment on the Google Axion virtual machine (VM) running SUSE Linux. -### Verify ARM64 architecture +### Verify Arm64 architecture Verify that the VM is running on Arm64 architecture: @@ -60,13 +60,13 @@ Create an isolated Python environment to prevent dependency conflicts with syste python3.11 -m venv deepspeed-env ``` -Activate environment: +Activate the virtual environment: ```bash source ~/deepspeed-env/bin/activate ``` -Verify: +Verify the Python version in the environment: ```bash python --version @@ -91,7 +91,7 @@ pip install --upgrade pip setuptools wheel Ninja is a lightweight build system used by PyTorch and DeepSpeed to compile native extensions at runtime. -To avoid SUSE repository dependency issues sometimes seen on cloud Arm64 images, install Ninja using pip rather than zypper: +To avoid SUSE repository dependency issues sometimes seen on cloud Arm64 images, install Ninja using `pip` rather than `zypper`: ```bash pip install ninja @@ -108,6 +108,9 @@ The output is similar to: ```output 1.13.0.git.kitware.jobserver-pipe-1 ``` +## Install PyTorch and DeepSpeed + +After setting up the Python environment, install PyTorch and DeepSpeed on the VM. ### Install CPU-only PyTorch @@ -145,26 +148,11 @@ False This is expected because Google Axion VMs are CPU-only systems. - - - ### Install DeepSpeed -DeepSpeed's distributed CPU extensions require GCC 9 or later to compile. The default SUSE Linux image on Google Axion ships with GCC 7.5.0. When DeepSpeed initializes its launcher, it attempts to compile the `deepspeed_shm_comm` shared memory communication extension. This compilation fails on GCC 7.5.0. To work around this, install DeepSpeed with all native extension compilation disabled. +DeepSpeed's distributed CPU extensions require GCC 9 or later to compile. The default SUSE Linux image on Google Axion ships with GCC 7.5.0. When DeepSpeed initializes its launcher, it attempts to compile the `deepspeed_shm_comm` shared memory communication extension. This compilation fails on GCC 7.5.0. -Install DeepSpeed with native extension compilation disabled. Each variable tells the build system to skip a specific extension that requires GCC 9 or later: +To work around this, install DeepSpeed with all native extension compilation disabled. Each variable tells the build system to skip a specific extension that requires GCC 9 or later: | Variable | Purpose | |---|---| @@ -177,8 +165,9 @@ Install DeepSpeed with native extension compilation disabled. Each variable tell DS_BUILD_OPS=0 DS_BUILD_SHM_COMM=0 DS_BUILD_CPU_ADAM=0 DS_BUILD_AIO=0 pip install deepspeed ``` +### Verify DeepSpeed installation -Verify DeepSpeed installation: +Verify that DeepSpeed was installed successfully: ```bash ds_report @@ -218,10 +207,10 @@ deepspeed wheel compiled w. ...... torch 0.0 shared memory (/dev/shm) size .... 7.80 GB ``` -The CPU accelerator warning is expected because Google Axion VMs have no GPU. Most ops show `[NO] ... [OKAY]`, meaning they are not pre-installed but are compatible for just-in-time compilation via Ninja if needed at runtime. The one exception is `async_io`, which shows `[NO] ... [NO]` because it requires the `libaio-devel` system package. Because async I/O isn't needed for the training workloads in this Learning Path, and it was disabled with `DS_BUILD_AIO=0`, you can ignore this warning. +The CPU accelerator warning is expected because Google Axion VMs have no GPU. Most ops show `[NO] ... [OKAY]`, meaning they are not pre-installed but are compatible for just-in-time compilation with Ninja if needed at runtime. The one exception is `async_io`, which shows `[NO] ... [NO]` because it requires the `libaio-devel` system package. Because async I/O isn't needed for the training workloads in this Learning Path, and it was disabled with `DS_BUILD_AIO=0`, you can ignore this warning. -### Create a project directory +## Create a project directory Create a working directory for your DeepSpeed training scripts: @@ -252,6 +241,6 @@ If Python 3.11 is already installed when this occurs, you can continue. Install ## What you've accomplished and what's next -You've now installed Python 3.11, PyTorch, and DeepSpeed on a Google Axion Arm64 VM running SUSE Linux, verified the environment with `ds_report`, and created the project directory for training scripts. +You've now installed Python 3.11, PyTorch, and DeepSpeed on a Google Axion C4A VM running SUSE Linux, verified the environment with `ds_report`, and created the project directory for training scripts. -Next, you'll create and run neural network training and benchmarking workloads on the Axion processor. +Next, you'll create and run neural network training and benchmarking workloads on the VM. diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md index a06cbb1656..27af7294aa 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/instance.md @@ -8,7 +8,7 @@ layout: learningpathall ## Set up the virtual machine -Create a Google Axion C4A Arm-based virtual machine (VM) on Google Cloud Platform. You'll use the `c4a-standard-4` machine type, which provides 4 vCPUs and 16 GB of memory. This VM will host PyTorch and DeepSpeed training and benchmarking workloads. +Create a Google Axion C4A Arm-based virtual machine (VM) on Google Cloud Platform. You'll use the `c4a-standard-4` machine type with 4 vCPUs and 16 GB of memory. This VM will host PyTorch and DeepSpeed training and benchmarking workloads. {{% notice Note %}}For help with Google Cloud Platform setup, see the Learning Path [Getting started with Google Cloud Platform](/learning-paths/servers-and-cloud-computing/csp/google/).{{% /notice %}} @@ -19,7 +19,7 @@ To create a C4A virtual machine in the Google Cloud console: 3. Under **Machine configuration**, populate fields such as **Instance name**, **Region**, and **Zone**. 4. Set **Series** to `C4A`, then select `c4a-standard-4` for **Machine type**. -![Screenshot of the Google Cloud Console showing the Machine configuration section. The Series dropdown is set to C4A and the machine type c4a-standard-4 is selected#center](images/gcp-vm.png "Configuring machine type to C4A in Google Cloud Console") +![Screenshot of the Google Cloud console showing the Machine configuration section. The Series dropdown is set to C4A and the machine type c4a-standard-4 is selected#center](images/gcp-vm.png "Configuring machine type to C4A in Google Cloud Console") 5. Under **OS and storage**, select **Change** and then choose an Arm64-based operating system image. For this Learning Path, select **SUSE Linux Enterprise Server**. 6. For the license type, choose **Pay as you go**. @@ -28,7 +28,7 @@ To create a C4A virtual machine in the Google Cloud console: After the instance starts, select **SSH** next to the VM in the instance list to open a browser-based terminal session. -![Google Cloud Console VM instances page displaying running instance with green checkmark and SSH button in the Connect column#center](images/gcp-pubip-ssh.png "Connecting to a running C4A VM using SSH") +![Google Cloud console VM instances page displaying running instance with green checkmark and SSH button in the Connect column#center](images/gcp-pubip-ssh.png "Connecting to a running C4A VM using SSH") A new browser window opens with a terminal connected to your VM. diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md index fd2f052305..df473f5ccd 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/train-benchmark-deepspeed-arm.md @@ -6,9 +6,9 @@ weight: 5 layout: learningpathall --- -## Train and benchmark AI workloads +## Prepare training and benchmarking AI workloads -In this section, you'll train neural network training and benchmarking on Google Axion Arm64 processors using PyTorch. You'll run two workloads: a small baseline model to verify the environment, and a larger benchmark to evaluate CPU scaling behavior. +In this section, you'll run neural network training and benchmarking workloads on an Arm-based Google Axion C4A VM using PyTorch. You'll run two workloads: a small baseline model to verify the environment, and a larger benchmark to evaluate CPU scaling behavior. If you're continuing in the same SSH session from the previous section, the `deepspeed-env` virtual environment is already active and your working directory is `~/deepspeed-demo`. If you've opened a new session, re-activate the environment and navigate to the project directory: @@ -22,7 +22,7 @@ First, create and run a baseline model to verify the environment. ### Create a baseline training workload -Create a lightweight neural network training script to verify the environment. The script defines a three-layer feedforward network, generates synthetic training data, runs five epochs of mini-batch gradient descent using the Adam optimizer, and prints the total training time: +Create a lightweight neural network training script to verify the environment. The script defines a three-layer feedforward network and generates synthetic training data. It runs five epochs of mini-batch gradient descent using the Adam optimizer, and prints the total training time: ```bash cat > train.py << 'EOF' @@ -205,15 +205,17 @@ EOF To observe CPU utilization while this runs, open a second terminal and run `top`. Look for the Python process — the CPU percentage reflects multi-threaded utilization across all 4 vCPUs. -### Run the large benchmark +### Run the large benchmark with timing + +Run the benchmark script under `time`: ```bash time python train_large.py | tee pytorch_large_result.txt ``` -Expected output: +The output is similar to: -```text +```output Epoch 1, Loss: 319.07712411880493 Epoch 2, Loss: 308.4675619006157 Epoch 3, Loss: 273.5877128839493 @@ -226,11 +228,15 @@ user 0m19.630s sys 0m0.251s ``` -Training time scales roughly linearly with dataset size and model depth. The `user` time being approximately 4x `real` time confirms that PyTorch is distributing work across all 4 vCPUs effectively. +Training time scales roughly linearly with dataset size and model depth. The `user` time being approximately 4x `real` time indicates that PyTorch is distributing work across all 4 vCPUs effectively. -## Verify generated files for both workloads +## Review benchmark outputs -After both scripts complete, confirm the output files are present: +After both scripts complete, review the timing outputs and compare the two workloads. + +### Verify generated files for both workloads + +Confirm that the output files are present: ```bash ls -lh @@ -245,14 +251,16 @@ The output is similar to: -rw-r--r-- 1 user user 1.2K May 15 13:48 train_large.py ``` -## Benchmark summary +### Compare training times + +The following table describes approximate training times: | Workload | Approximate training time | |---|---| | Baseline model (5K samples, 128 features) | ~0.7–0.8 seconds | | Large benchmark (20K samples, 512 features) | ~4.8–5.4 seconds | -Both workloads trained to completion with steadily decreasing loss, confirming stable PyTorch CPU execution on GCP Axion Arm64. Your results may vary depending on VM load at the time of the run. +Both workloads trained to completion with steadily decreasing loss, indicating stable PyTorch CPU execution on Google Axion C4A. Your results may vary depending on VM load at the time of the run. ## What you've accomplished From c490ca20097b8c064de551fcc9eb1829ecac9e1f Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Tue, 19 May 2026 11:32:25 -0500 Subject: [PATCH 19/37] consistency in naming --- .../servers-and-cloud-computing/deepspeed-on-axion/_index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md index 7fbf87685d..e215d94a8b 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md @@ -8,10 +8,10 @@ minutes_to_complete: 30 who_is_this_for: This is an introductory topic for DevOps engineers, ML engineers, and software developers who want to run AI training and benchmarking workloads using PyTorch and DeepSpeed on SUSE Linux Enterprise Server (SLES) Arm64, validate CPU-based neural network execution, and benchmark AI performance on Arm processors. learning_objectives: - - Install and configure PyTorch and DeepSpeed on Google Cloud C4A Axion processors for Arm64 + - Install and configure PyTorch and DeepSpeed on Arm-based Google Cloud C4A Axion VMs - Create and execute neural network training workloads using PyTorch - Benchmark CPU-based AI workloads on Arm64 processors - - Validate scalable AI execution and workload performance on GCP Axion Arm VMs + - Validate scalable AI execution and workload performance on Google Axion Arm VMs prerequisites: - A [Google Cloud Platform (GCP)](https://cloud.google.com/free) account with billing enabled From 489f9a5e58474a8fd8d0dc0d0312c698893a9c5e Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Tue, 19 May 2026 11:53:19 -0500 Subject: [PATCH 20/37] title casing --- .../servers-and-cloud-computing/deepspeed-on-axion/_index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md index e215d94a8b..61420e9026 100644 --- a/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/deepspeed-on-axion/_index.md @@ -1,5 +1,5 @@ --- -title: Train and benchmark AI Workloads with DeepSpeed on Google Cloud C4A Axion VMs +title: Train and benchmark AI workloads with DeepSpeed on Google Cloud C4A Axion VMs description: Set up PyTorch and DeepSpeed on Google Cloud C4A Axion Arm VMs running SUSE Linux to train neural network models, benchmark AI workloads, and validate scalable CPU-based AI execution on Arm64 processors. From e45b46e16dd50abe1ee5e1470b3a74fb4641e447 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Tue, 19 May 2026 13:36:11 -0500 Subject: [PATCH 21/37] adding outbound links to learning paths to address 'dead-end' pages finding --- content/install-guides/go.md | 2 +- content/install-guides/java.md | 2 +- content/install-guides/terraform.md | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/content/install-guides/go.md b/content/install-guides/go.md index 928c14ddea..db4e4ac081 100644 --- a/content/install-guides/go.md +++ b/content/install-guides/go.md @@ -79,4 +79,4 @@ The output is similar to: go version go1.24.5 linux/arm64 ``` -You are now ready to use the Go programming language on your Arm machine running Ubuntu. +You are now ready to use the Go programming language on your Arm machine running Ubuntu. You can explore Learning Paths for working with Go on Arm, such as [Deploy Golang on Azure Cobalt 100 on Arm](/learning-paths/servers-and-cloud-computing/golang-on-azure/) and [Benchmark Go performance with Sweet and Benchstat](/learning-paths/servers-and-cloud-computing/go-benchmarking-with-sweet/). diff --git a/content/install-guides/java.md b/content/install-guides/java.md index 32dd1c8149..16bff1b962 100644 --- a/content/install-guides/java.md +++ b/content/install-guides/java.md @@ -407,4 +407,4 @@ INFO: Created user preferences directory. Copyright (c) 1999-2024 The Apache Software Foundation ``` -You are now ready to use Java on your Arm Linux system. +You are now ready to use Java on your Arm Linux system. You can explore Learning Paths for working with Java on Arm, such as [Run Java applications on Google Axion processors](/learning-paths/servers-and-cloud-computing/java-on-axion/) and [Tune the performance of the Java garbage collector](/learning-paths/servers-and-cloud-computing/java-gc-tuning/). diff --git a/content/install-guides/terraform.md b/content/install-guides/terraform.md index 0512a03387..3f4a597c2e 100644 --- a/content/install-guides/terraform.md +++ b/content/install-guides/terraform.md @@ -102,4 +102,4 @@ Terraform v1.14.9 on darwin_arm64 ``` -You are now ready to use Terraform. +You are now ready to use Terraform. You can explore Learning Paths to work with Terraform on Arm, such as [Deploy Arm virtual machines on Google Cloud Platform (GCP) using Terraform](/learning-paths/servers-and-cloud-computing/gcp/) and [Deploy Arm instances on AWS using Terraform](/learning-paths/servers-and-cloud-computing/aws-terraform/). From a76df1f31a34254e789ee611f1112809445de05a Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Tue, 19 May 2026 13:39:17 -0500 Subject: [PATCH 22/37] creating a next steps section: --- content/install-guides/go.md | 2 ++ content/install-guides/java.md | 1 + content/install-guides/terraform.md | 1 + 3 files changed, 4 insertions(+) diff --git a/content/install-guides/go.md b/content/install-guides/go.md index db4e4ac081..3c525002b2 100644 --- a/content/install-guides/go.md +++ b/content/install-guides/go.md @@ -79,4 +79,6 @@ The output is similar to: go version go1.24.5 linux/arm64 ``` +## Next steps + You are now ready to use the Go programming language on your Arm machine running Ubuntu. You can explore Learning Paths for working with Go on Arm, such as [Deploy Golang on Azure Cobalt 100 on Arm](/learning-paths/servers-and-cloud-computing/golang-on-azure/) and [Benchmark Go performance with Sweet and Benchstat](/learning-paths/servers-and-cloud-computing/go-benchmarking-with-sweet/). diff --git a/content/install-guides/java.md b/content/install-guides/java.md index 16bff1b962..c5d0185654 100644 --- a/content/install-guides/java.md +++ b/content/install-guides/java.md @@ -406,5 +406,6 @@ INFO: Created user preferences directory. Copyright (c) 1999-2024 The Apache Software Foundation ``` +## Next steps You are now ready to use Java on your Arm Linux system. You can explore Learning Paths for working with Java on Arm, such as [Run Java applications on Google Axion processors](/learning-paths/servers-and-cloud-computing/java-on-axion/) and [Tune the performance of the Java garbage collector](/learning-paths/servers-and-cloud-computing/java-gc-tuning/). diff --git a/content/install-guides/terraform.md b/content/install-guides/terraform.md index 3f4a597c2e..da0666fc87 100644 --- a/content/install-guides/terraform.md +++ b/content/install-guides/terraform.md @@ -101,5 +101,6 @@ The output for macOS is similar to: Terraform v1.14.9 on darwin_arm64 ``` +## Next steps You are now ready to use Terraform. You can explore Learning Paths to work with Terraform on Arm, such as [Deploy Arm virtual machines on Google Cloud Platform (GCP) using Terraform](/learning-paths/servers-and-cloud-computing/gcp/) and [Deploy Arm instances on AWS using Terraform](/learning-paths/servers-and-cloud-computing/aws-terraform/). From b1e41e2106021881c2b73e90d41439353bf4f310 Mon Sep 17 00:00:00 2001 From: Kieran Hejmadi Date: Tue, 19 May 2026 14:13:23 +0100 Subject: [PATCH 23/37] Validated LP on AGI CPU - renamed ACfL to ATfL, provided tips for autovectization with GNU/LLVM toolchains --- .../sve/sve_armie.md | 6 ++-- .../sve/sve_basics.md | 4 +-- .../sve/sve_compile.md | 35 ++++++++++++++----- 3 files changed, 32 insertions(+), 13 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/sve/sve_armie.md b/content/learning-paths/servers-and-cloud-computing/sve/sve_armie.md index aa6a3dc189..4241d36a69 100644 --- a/content/learning-paths/servers-and-cloud-computing/sve/sve_armie.md +++ b/content/learning-paths/servers-and-cloud-computing/sve/sve_armie.md @@ -55,8 +55,8 @@ Compile the applications using the commands shown: {{< tab header="GNU" >}} gcc -march=armv8-a+sve -O3 -fopt-info-vec sve_add.c -o sve_add.exe {{< /tab >}} - {{< tab header="Arm Compiler for Linux" >}} - armclang --march=armv8-a+sve -O3 -Rpass=vector sve_add.c -o sve_add.exe + {{< tab header="Arm Toolchain for Linux" >}} + armclang -march=armv8-a+sve -O3 -Rpass=vector sve_add.c -o sve_add.exe {{< /tab >}} {{% /tabpane %}} @@ -97,7 +97,7 @@ You can also run the application containing SVE instructions using the the Arm I Download and install the [Arm Instruction Emulator](https://developer.arm.com/downloads/-/arm-instruction-emulator) (see [installation instructions](/install-guides/armie/) ) on any Arm v8-A system. The Arm Instruction Emulator intercepts and emulates unsupported SVE instructions. It also support plugins for application analysis. {{% notice Note %}} -The Arm Instruction Emulator has been deprecated. It is still available for download, but there is no active development. +As of May 2026 the latest release is 25.0. {{% /notice %}} ## Arm Instruction Emulator Usage diff --git a/content/learning-paths/servers-and-cloud-computing/sve/sve_basics.md b/content/learning-paths/servers-and-cloud-computing/sve/sve_basics.md index ed85ea51ba..bc11c26b4b 100644 --- a/content/learning-paths/servers-and-cloud-computing/sve/sve_basics.md +++ b/content/learning-paths/servers-and-cloud-computing/sve/sve_basics.md @@ -54,10 +54,10 @@ Run the program: ./sve ``` -On AWS Graviton3 processors, based on the Neoverse V2, the output is: +On the 1st generation AGI CPU processors the output is: ```output -SVE vector length is: 32 bytes +SVE vector length is: 16 bytes ``` If the hardware doesn't support SVE the program will crash with an illegal instruction. diff --git a/content/learning-paths/servers-and-cloud-computing/sve/sve_compile.md b/content/learning-paths/servers-and-cloud-computing/sve/sve_compile.md index 4e119c3da4..8f8da53c8f 100644 --- a/content/learning-paths/servers-and-cloud-computing/sve/sve_compile.md +++ b/content/learning-paths/servers-and-cloud-computing/sve/sve_compile.md @@ -29,7 +29,7 @@ gfortran -march=armv8-a+sve myapp.f90 -o myapp_f90.out ### Autovectorization -With GCC autovectorization is enabled with the `-03` option. To disable autovectorization, use `-fno-tree-vectorize` compiler option. +With GCC autovectorization is fully enabled with high-level `-03` option or manually with the `-ftree-vectorize` flag. To disable autovectorization, use `-fno-tree-vectorize` compiler option. Compare the disassembly of a simple program shown below with and without the use of autovectorization: @@ -37,6 +37,14 @@ Compare the disassembly of a simple program shown below with and without the use Note the use of double-word register `d0`, `d1` instead of SVE registers `z0.d` and `z1` when you disable vectorization. +{{% notice Autovectorization on the Arm AGI CPU %}} + +If specifically targeting the 1st generation Arm AGI CPU, the `-mcpu=armagicpu` defintion was added in [GCC 16.1.0](https://github.com/gcc-mirror/gcc/commit/0f5f728854d2ea93e6806a8632c04383502b0386). As of May 2026, this is the same as the `-march=neoverse-v3ae` option available from [GCC 15](https://gcc.gnu.org/gcc-15/changes.html) onwards. However, in the future there may be differences between `neoverse-v3ae` and `armagicpu`. + +As such, we recommend installing the latest version of GCC/G++ if you are targeting the Arm AGI CPU. Use the `-mcpu=native` flag if compiling on the target machine or `-mcpu=armagicpu` if cross compiling. + +{{% /notice %}} + ### Compiler insights With GCC, the use of compiler option `-fopt-info-vec` returns which loops were vectorized. To return which loop failed to vectorize, use the `-fopt-info-vec-missed` compiler option. @@ -55,9 +63,9 @@ Refer to the [Arm Performance Libraries install guide](/install-guides/armpl/) f gcc -O3 -march=armv8-a+sve -I $ARMPL_INCLUDES dgemm.c -o dgemm.out -L $ARMPL_LIBRARIES -larmpl ``` -## Compiling for SVE with Arm Compiler for Linux +## Compiling for SVE with Arm toolchain for Linux (ATfL) -Shown below are example commands to compile an application with support for SVE instructions using Arm Compiler for Linux: +Shown below are example commands to compile an application with support for SVE instructions using Arm toolchain for Linux: ### Arm C/C++ Compiler @@ -71,26 +79,37 @@ armclang -march=armv8-a+sve myapp.c -o myapp_c.out armflang -march=armv8-a+sve myapp.f90 -o myapp_f90.out ``` -### Compiling for a specific SVE target with Arm Compiler for Linux +### Compiling for a specific SVE target with Arm Toolchain for Linux -If you are compiling for a SVE-capable target, you can use the `-march=native` compiler option. For specific CPUs with SVE support, use the `-mcpu` option: +If you are compiling for a SVE-capable target, you can use the `-march=native` compiler option. To target specific CPUs with SVE support, use the `-mcpu` option: CPU | Flag ----------|--------- Neoverse-N1 | `-mcpu=neoverse-n1` Neoverse-V1 | `-mcpu=neoverse-v1` +Neoverse-V2 | `-mcpu=neoverse-v2` +Neoverse-V3 | `-mcpu=neoverse-v3` +Arm AGI CPU (first generation)* | `-mcpu=neoverse-v3ae` (as of ATfL 22.1.0) + +{{% notice Please Note %}} + +Support for the 1st generation Arm AGI CPU, based on the Neoverse V3-AE core, is expected to be added in LLVM version 23. Once available, ATfL is expected to support this target through the dedicated compiler option `-mcpu=armagicpu`. + +If you are targeting the Arm AGI CPU, we recommend using the latest available version of ATfL to ensure support for the most recent compiler optimizations and features. + +{{% /notice %}} ### Autovectorization -With Arm Compiler for Linux autovectorization is enabled with the `-02` option and above. To disable autovectorization, use `-fno-vectorize`. +With Arm toolchain for Linux autovectorization is enabled with the `-02` option and above. To disable autovectorization, use `-fno-vectorize`. ### Compiler insights -With Arm Compiler for Linux, the option `-Rpass=vector` and `-Rpass=sve-loop-vectorize` return which loops were vectorized. To return the loops that failed to vectorize, use `-Rpass-missed=vector`. +With Arm toolchain for Linux, the option `-Rpass=vector` and `-Rpass=sve-loop-vectorize` return which loops were vectorized. To return the loops that failed to vectorize, use `-Rpass-missed=vector`. ### Use Arm Performance Libraries -To use Arm Performance Libraries with Arm Compiler for Linux use the `-armpl=sve` option. This ensures the SVE version of the library is used. Example command shown here: +To use Arm Performance Libraries with Arm toolchain for Linux use the `-armpl=sve` option. This ensures the SVE version of the library is used. Example command shown here: ```bash armclang -O3 -march=armv8-a+sve -armpl=sve dgemm.c -o dgemm.out From fb7703022ba96ca80ce0d76c038f999542db0ffd Mon Sep 17 00:00:00 2001 From: Renato Soma Date: Wed, 20 May 2026 17:20:23 -0300 Subject: [PATCH 24/37] Fix code sample at perf_event_open.md Fix bug on the code sample for printing the counter values. The original code is storing the counters to the pe_val array while trusting that the events read are coming sequentially from the kernel. The fix is to store the counters in their correct location, that is, using the index of the matched event id --- .../servers-and-cloud-computing/arm_pmu/perf_event_open.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md b/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md index 7ac96479df..b8e7e6abcc 100644 --- a/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md +++ b/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md @@ -212,7 +212,7 @@ int main() { for(int i = 0; i < counter_results.nr; i++) { for(int j = 0; j < TOTAL_EVENTS ;j++){ if(counter_results.values[i].id == id[j]){ - pe_val[i] = counter_results.values[i].value; + pe_val[j] = counter_results.values[i].value; } } } From db5a61720470817d598f723daac79e3f321e16c8 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Wed, 20 May 2026 15:24:52 -0500 Subject: [PATCH 25/37] Tech review of Performix on memory access behavior --- .../performix-memory-access/_index.md | 8 +-- .../agent_screen_shot.png | Bin 31925 -> 0 bytes .../agent_screen_shot.webp | Bin 0 -> 10904 bytes .../performix-memory-access/codex_prompt.png | Bin 49274 -> 0 bytes .../performix-memory-access/codex_prompt.webp | Bin 0 -> 19084 bytes .../performix-memory-access/how-to-0.md | 30 ++++++---- .../performix-memory-access/how-to-1.md | 54 ++++++++++++++---- .../performix-memory-access/how-to-2.md | 14 ++--- .../performix-memory-access/how-to-3.md | 38 +++++++----- .../performix-memory-access/no_tlb_walks.png | Bin 56413 -> 0 bytes .../performix-memory-access/no_tlb_walks.webp | Bin 0 -> 18704 bytes .../performix_after_optimization.png | Bin 105734 -> 0 bytes .../performix_after_optimization.webp | Bin 0 -> 29638 bytes .../performix_before_optimizations.png | Bin 63181 -> 0 bytes .../performix_before_optimizations.webp | Bin 0 -> 19146 bytes .../performix-memory-access/setup.png | Bin 131545 -> 0 bytes .../performix-memory-access/setup.webp | Bin 0 -> 50704 bytes .../performix-memory-access/source_code.png | Bin 59235 -> 0 bytes .../performix-memory-access/source_code.webp | Bin 0 -> 17386 bytes .../performix-memory-access/topology.png | Bin 24144 -> 0 bytes .../performix-memory-access/topology.webp | Bin 0 -> 17978 bytes 21 files changed, 94 insertions(+), 50 deletions(-) delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/codex_prompt.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/codex_prompt.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_after_optimization.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.webp delete mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.png create mode 100644 content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.webp diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index 85405c8684..1bde54f4cc 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -9,16 +9,16 @@ description: Learn how to profile memory access behavior in a C++ particle simul minutes_to_complete: 45 -who_is_this_for: This is an introductory topic for C++ developers who want to use Arm Performix and the Arm MCP Server to diagnose cache and translation behavior in applications running on Arm Neoverse systems. +who_is_this_for: This is an introductory topic for C++ developers who want to use Arm Performix and the Arm MCP Server to diagnose cache and address translation behavior in applications running on Arm Neoverse servers. learning_objectives: - - Explain how L1 cache hits, TLB misses, and page walks affect C++ application runtime. - - Build and visualize the orbiting galaxies example on an Arm Linux target. + - Explain how L1 cache hits, TLB misses, and page walks affect C++ application performance. + - Build and visualize the orbiting galaxies example on an Arm Neoverse server. - Inspect and optimize particle data structure using insights from the memory access recipe. - Use the Arm MCP Server in combination with Arm Performix for an agentic solution. prerequisites: - - Access to an Arm Neoverse-based Linux metal instance. + - Access to an Arm Neoverse bare metal server. - Basic understanding of memory hierarchy within a CPU. - Basic C++ development experience. - Familiarity with the Linux command line. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/agent_screen_shot.png deleted file mode 100644 index f3fb21f93aeaef3f1d9a4b7580ba50308eb05b79..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 31925 zcmd@41y^0s)-8zQ?gV$2;O_1oT!Xv2ySuvw0zm@=4ess`+%34f)gtHId%spy@4X-J zpzXHj+SA9B-bWuRQb|D)5e^p)1Ox<8T1reA1O!wI_^`u30l&!iB|m|Hz*Sm`iYiHq ziV`b1*_&C~n1X;vMW&`htEwzvhE28~k`#u16}6wy0ih`jU(fy#LY|-`f&hWq%EFa` zDlQI@3QAB+&4szFi2{!)*7cPt;>V92gYK}A)-KYqF`e`F+dJ)pGyBt%)=7bbb>{^l zkRe*RKw|JTNaEytvY3nO;(>lDB}YaOTxxJWVlaBj&pJZL@bF*}Y<`qfv_0^Kh#(i_lqwl;Aj8;^D$ZJEQUpnYJ?cIj@$n9XJ$9LyS~elPC>#<_ z5HN}hr4;Yq6^=HnC}pi!GRx5N^hRU0+C7(o5cZ?qoq6AyOwA(p_nAbXB0t~63-Mh+ z6jB{(1)}X!g@;Tq$MYu(_Ub13-{AkMYe(DX;w4LB9<(WOFDO=!keb3Tz3`#nZo`+D z!*{OpB|Xs0z#z%w6#pxpZ(QQg0sY0Ro_u1DiTw7ua{k}ud3&nF+&Ut=s>Eyy#T=LDpzQ^;}ftc(SBzIm? z3j~f~l8-`IK6zd)9!(1;v?uq$Ib!mOAucPiO`I?`3>Zfj5*LYvKT1;X@Mz}O5REj0 z(1i4n@xqzJ$s~rzh5zXA@(dAt@Kv%+>55cjhP$z5;3A;Do5I zUcOIG4#vnPV&;K3G)7RM?N1C$&0-;3(IHi-Z$6Io6GHGx_ZVjDud3JfZMp(d0GQYH}~4^kJ#D@6N&Umj#tDDhY02RaY9 zUJz7a>l70kRC{Pg7j*{2=dP?85*yfA10H-B$?oVaRS%pTWUQ|2EtzH{0hp$4^Uco} z@|p;pAyi5r6rsu@hXrF_*ix`)Kcxo92*ZA{R_gx&r%F%`IUjl?t|uA!<)>2qv?d#* zym)qz-qhP)3pV(6gmx&ssA>_;f|aR*sfFp@zm7NV2slN7%)MO3*cn`Mv}W8TC@O(v zgZP6vgR6ZpMgj)4niQ3&e^8I(V+TtNHH>6yy=$r#?M{f@Ab10Nw^SX?xHNRB<0419 zF}B^dkhT?e!W@d46+LL$IM$)gqZPZZFYzug9w=XEUQpg}{E~=enTWa2MPO}u;6!i? z1q-7cVwq$z$VX6PBdYtTjc^_LYm*j5_!NDFe5fcWzJJ~$$6)AB)}~UUan(HfHdixe zp2RntvMVk_9x0VA4K1}++*<5z!m^ZbBCJ4skieOYH*7u}Ka^igGlMyUVA*)1eQ0&a zaY%Bwzyg5-j`MpAEz>6xF0+Vb!Q|^OnhBz5yGdr9wMm63uc`g0!qAu9$~}=imOYuh ztX+m-{`A3NypiXjUwiPo_rv+AM1=*^UY{7@qU#dt@}2Tn$^+DxlntnhX;P^1mH%pB zYout@tHgX6Q>j$vE2CByp~0bLPGLzINr|IgQ-1nZSth5kPmM*>M2$@2ulhyfQfceQ zr;7UWRn^CDGHSP9MOZGSF%HfS8d9Wfly-5TAJ9o@4TAgaW| z#HQjtvpum1vO#9GvQ1ib%qY)XP07qISG&qs%VmE%Eg7F(ulCh`hEz+GDK%62 zTz2qdhXJJ&B)T90haVh!k1$s`s4{2AoyW7s!|7A#g6KFj>vh^1=bGed zR;`w-AJ<0KX?v|Y=Y6d`k3o(R|LFa(x0SQi9&fXtcKFwb@wATyi|QTVAUz zU4&k-uRE`O-{1U8>|)`F?L6l$=d^n2kzFDLUz9q-z+;%hm-~k&*Wu~pWHV>Sr|(e_ z%Q@X8oihCZJ{Hpn^Gu&>yZm^>rOFkf^~+k)s-GKr>v1#d+VLup_g~K%{v-apY5BjF zH^DaxdFpv0lRJ4t?K$o0-mcz7ZLe+7?a#iuzTbSyeFz_qo=ToLp5vaEo~v$-?*<>B zpX_ft$EQqcuw!E`K?VcnK@Y&B0}}()0^@__fP1GAC`*=2Dk$bDkt)6x&k=_ye&09LM?Szd;1hEj zM<0(ds5MX(*NXNNb29o|s*9qJe2z+v?ndm%UlUaBluU=fwWgwOe#hGpR0ZN5-nxCv z+M-&4R!z0RE_5eR7W{Yk(9kB%7Mt=%)K{|e!8g*CZ+hYz(M$d5vXwHlG977kGK}vg zuPS?rD%mO=_vzdzr)xoLJsVEe70-XdoLa74t`cp#SC$)9ny~EsJB<(HWHH<@*m)y) z#d-Tvg;NPyZ`^H{ZX2R>Tz@V9`t8~@aQ1DD=)UG2;q-QKMY%{zMfrNqe0|d0>eXuH z2;rFa&hUQk%=@>Xng2Osy*}>o{E_TYC&4BW3a1!bjBHa;eS-=+1;&!#vC!b5Hu-esq;&Be2wl%0NCrIo10OE-SH{l#?Yk>BeEsEUZl41$ zxZp2v@zM|9fi-bAg?-SP09*lF zFBl$L5wQh1x8=sd!jy0`t++i&O$=ze5V zB6YqQ57qnD;qxjZ=*wZl^R14-#Q5|08i}t0!+uw;^_w)0mi?@!=CPBudHLAa1b7~` zfBXN+c8?Bgg!&J?);>2}9vl06y)1DOatb_2JeVEX9`eq+L$9y2pJ&2kd)$y*_wEjE zE0*Wu3d{=J`$fK9**HCFtS*e$Q*Qk3fcEoeO66v!Fo4TsRR#$~;G%#GXo3bI9t0P{ z0SRcfP}i8mW_#8*2! zA@Nf&drJ)@gE@k4+GDY}6X~Vbtl>rf>8%txsoeki9V}@FhFL{Us0X00My8t5X7chN zv_KjL1Pl}n1RO|#0{g&3qA4%OV{C8BU}$1*WXj-S>+n$pgwKNq zNZOjZ7!rHf+Sobsc<__{E5QS#KYnH;CH_~$#hRZ~Q(lQ!)ZWRIn1g|dfr(TAj+mI3 z&&kA$M_Ekbztw>!eo_k;7Y80jMt66226t8ldna>7W^Qh7MkW?U78ZJ-1iiDTor|Fd zy`3}Je;WB;?TDE=8#`G#xLDfT5r4F6Xk_o|!cR*2(b50@`_DK{JuLrEPj=4#ofa@b z#*Z9EW(Fq4|F>!`mS+DSs(s}Ar`o@H{ii#=kH&bEEImwZw8SiJ0jmN-6JTZH=KI&p z|0C!B4D>%W)tpV8MD1;XiY@~GXIcJR`G02q-z)y>QuBXw$;SRayZj$H|D)!|6nGS! zEP>t(KWr$#%*Xiu`0c;t`4~S8{67r-pVj>LE3ljbaD0sadus^5*2D z09X?aiku2mIOyemMcH~|bGM)`Oq(>ezKPYqO1vL(JCYiYcH zEs$ILc6}5GUqUB?QW;5-APbREiA9gK&~!u<(b!EJ ziNhx`ri%g|w^sfeW=zirLdR9-=TS z%`r$W|H-=L*sYKc?7Z!&&4>MD_KI_+Svj%Ul04rnVPk(Hk(sO`fvEFcA&p)q%dJfn zblhE-Hsr)_nCxP;=zf&p`7X7Zzwxt*29*CbW|iq=M|f(Bo!|&rS4chSB_m#$)T+%D zd^GD-G|AP~Y`n~x*X>?>f3(SXSnTe@FUF*&ifT+uz9Q?AVKazyNDg2%mBluz0w<-L zPQ6AU-&?*;G(X5>a=JIhJRM!kx?AZQ0iFBT6@9PMj(C^9a}D@%y#jvv zVSZdgh(`nR*~1;sL^Sl;O^#av9?xnxcb5jGTI|}bW%w8I#-_QLRlDJr8zWt%gozAm zO^GB#ZRt}TM=fpMck2zhPw^Yx6>PTaB5q5iKU{QYRaS<1icp~dD88Y-4CT$opD6I}gUPXnvWG zOC?-F4cFg{a_S=`H|Z-_D6QN%S#sFT&R;5f7y%37~;R7kgTei zCvo}(!t(8M(1^a8PTEKRV#R)VqnpuK!sig?^a6b{C9A<|*g1avAV}$*>a26k(BT9J zt9g$%E9$|N-n zoi#(`iA58VbKQtU8wRC%wsJl&eJT#yJUj>eOu@7mS~3Bmq$#ncgsR3visMFY{U<`l zwz*0z*$yJk0n3oix0j*<)L1-rWezzDv0vtL=^I!K2}B*w>VGtU6_T0C%L)$v;>UFm zDGCaCCUnd>akmiEYIG?h>-N`k&bC?qp3SCUQA@z%=DHhOQaN)lRh0W@#XH_N_Ya5P zm{fb}%SrwGpE$0m^#s&j!DM-k)0C;FBPre7Bv_LR)8ug;?jA|e)0SQa7I(KGG4wrx z=Wz|B3Iewk-oh;oM{WLL1#Dg(HrI=ll6$*qJKy*hyo0H($Y^gOmk>7lC2cRtZQ|B* z|A^UwrlrfD8_s5vDTlC#S$C^cwaOrh4)$wiWH^Z#e7>F!cgJhHuG`%2NfNOOclM^Q zYh#dFqUNZwuz_n&__}sG$ALOO<<%2Q5xnZxXdYY5M4q)O9ML&Fc->C-tBd;M2wod* z)_wI$<>j$?W&E)3ZG%F1DRv(9rDij+)xTD%wKm!;KQbnR;aID1U(Qv#0mqL_X&LEhH zLN1GG-7<_*-?O%Lz~3Ux*=$1U?XI&jSrg|+z;#wE?(mJ}w4!HCy`&Y@h3L_rs&fHm zEG}u3*PF8BHH|SG+LS;x|^J(hG_8E)RI1Il^6q6BG+!8WpOGcWf$=2%L3yKsGLVrm2taCX(&2^qr3>jGU z*aQ+>1vh=gkV7ohb?_vOH@mVG!SfNg{3OOP({ONiHG_^k`h?fu+PZgaUsEefS*-vO zu&L=)L8o1>)M<7TnI_=9@5251?Y$Vo{?C}Df4Hmxi@h7z0j2zVM_PZA#OIy-h4=Ry zL|(ec->%0z=#U&Ix>1?%PLUXKn5UgWQQ3lz4IOQqZ6dbEJ^*ys@a@~KFeL}a!=aB`g?T)r$ zs1j#(_jLgps;Km})iykifi9lf_3V!ddEp~z+0k6_AM5o;Lkq1)bDlOYQ92O)o@yO0wdti8ELcg>oHCrHkU|4!`sMSPB-A{}7^A+ClgY z?@}hh4_>i>0NV{mcxcE``LyeCG;P#uA;UVgNdh$OWxA#v#6%%5XhPSZ=%&{R?~&p@ zq-Wdr)-lTzzRWHtwEnWKH)Lr?Q>|e4DJf5p&Cx=lQOva_`E>=gQayCuvy;1xWRH;m zHjc&O;1|BjXOoxB^dC-_VtszF&&=6A!5d!v;zehte5_GKSSt*gb;8h;zG#XF7cSyT zFI;c@V^k4-EM*2!hv|z_#wy2+6^zdJwZnFuqj_h%@8gO#zYX&;uSON?48K*kB;j5k zOunxq%<>!{5wC0zMyOI2;@lLPEV9LA*_z#LMb*%~ z;;#eM&nIN}&4{^0iu{~>no&G^Nq@O;Pc6;=kxt}qJ4LdUpGh(#XeC%P&qY$ z^PgGb28Ox5vBfsZG#SiO^WoC@(kqO)3*+;+{gfdKaQpI89Z{>TEsRb&CV1~N>8h&Q zp|}<%J?u}Ms5gfh(m;sq>5&>9~LM~&cf4dp%{Gtv6lIu z-^w;>70G}-J|P0sQ+)Q5Itsuxsl_2;Ok``-suTdSsl*1bcT9N|O<{n_7kolxN}}&q zZ{WcJ3lo|qHXzqwlQ)E9{>SqG6MoW}KQaMKC>{*3)&IZk$a${(vwG#w7n!sez_cl7 zV5u^7#)EOGg`(kUz2~P*8)?JIROzjGr=j_NPtw)DkIIMs{xY9TOaJO64WscztJ$G& z)oGO8sUJgQD1}CaHY=x}^J9~W7AQ;K4HEgMOczO}2VYeD>`204HA?{+f~+4g9Zd_B zc;Aj@-2J0tp9+AWa*2F4CN5=iwDCX;YQ!ColeRyeZH_kI1GpDL>_P=@l&&E#3tzoY zoxT7WRJX?q={&ASDXr;;kVB|oVk^4lxvs@3r3%VL5{T(zW0|aw$`x9_N?iU<3FER` zrN|M|qk)y;8=8`D68XQ7{A|C=!guULWpUW-GSPj9Hw;6-Ab&PeAZ>JjiUB@(4ZMW@u zA~}|0ncCy?qxbYT@vC+3^I@`hK2qm{iPXK(^j5y!tFVO3PcXq8(NF{$6YlGtl7v1N z!saE!NS4>#nRcFA706 zz_w{k-EGxT66>xgULXnJ4kN=<`6u4eR#eSohZp`u?eBYpuuh zOI8(CtL`(T4B1{5r!dK+=%D*h=pUo;fncH3ifRT94mUj-OLU!on40N0`+|#`!h0S= zLreHc-6(^?N^c35#T0QVMV{~7Qr%H`h0H>=-Wt)CX4dCK1LwZRvTgqbYmCR3QQizY zN<)$_CoSRlPEwgBb5K?Jt2dpjEp(bS#5mAKdy2L{i%UI%lD{fS)G&T*XG<6pljK|3 z{<`!%8%i*m$$UY5C}cu9*)%#wj$tf)pJ`i@+AVNyU`5yL7V;^sF?DRV*qE;jl3}u$ zvW0=A{q1wn4c(&xI~0az_jjfbN&0C~)tSc86Z(3XoG#niVhhErHwaxB;WjS<69AnhcMH zA61S+5Sb!Oiad=?!J^`$FVJi236l!nWgoiJ>+M481`3}xV-SBzEN%NBIw*=0$F_A0 zt{{Vb&x50K=seq_%|=K2>~a}nmPNbQ?QTskk}TBato&CwpCw?stxDkF#le(>VDU6I41T}aUj^j!66S)#=l*!%x?2OE#^hHU8-_<(L3qs#UaC)_*KYKMGS)l@X#@KcIdEmWKl1H*dxGxeB=bRha=St#F&magWvqe2s|ILcOSFFs)OA0$l{So6$7QHD-`D%TTq5Mr?ElJYDdGW5 zES}6!>E(0jGD|3=h2-$v6ItxCe>9B|?-hLKj&r;FPMZEPnt51IUmf(0K0HJ0>98#L zDFYJCuh#5ARSJ3oM^-?8nZzK1J;@i}&v7Od$x=+1Q8T>xh$x@!fUGbfHn0ndHXO=A z@@P04TpMg%w{gG*2!U5HUFl!EH44df1Ylb~ZX95?2_IZxsld$fpU@|T4$Oiru+9L; zF@Q1o0Dg`iTKNBrG$RJcRPqIM8UMz&M4Z5ylq=w$_)=@**}@{1{eDkVw`aEu`LC=D ze&7^mM_t+VqUEo>%Pr%*%CCCGy*#nIP5rXF)$tNCuRINVV+1_rDdY$Kj@wq}>+PbG z$J=7s3U0aF&L#DBYua3p8j~&CTI^?#p(?ryz-^Vu@7*Yu$EU@GxPYZFLLlhZ<^V%> zD3NcLt^Vl|*$2F-ajz>l!4xfgx?IP&o;*INLzbsQJ z{q3=!=bp=Zm`2u!`juINjX!Qj05~(I+kKH|)OKf8?RU#(*jMxFI`R{O?>-uY)d$KQ z&u6?E8@eTymLIh24RwfS*ve5-A+JoI^=NrD~)fOP>xv-|7540ezoK@x!UYU^eSNm8!9)hXuDTG2sHcktn=OPUZ92$ zPr&2Cz;eB<<)rnzW0-RWAQ0pqXw~-q_AFh+s`f^AI30A}e*d*)H%S&>t27F|P0)6k zt;t6Nu}L@>%IR*&eDrE>?{ucGeJ@QXN80e_@ASkY5=7@HL+elgC^*DvD?ospMrcZ5 z4v8&h076pBi`(vfe|DDjYW{K7kORMwX+=PS^_aooAmMS)m8sQr#~tr{{51lgZ_F|AazRdkQSE z%>G2~u^fUNVVmE57dZ0JVy*Fa{Z79L`DH!#H46LA*T&f(=G25cP-y(klOc=oMPK=k zt#m}9WSErO;7}WrEg(5S_10r@wF-H4)|_urrFJa6pf2AVME1H!_?yx{M|uyTN*aVdoIx7kDy452fz&-RYY9+s;=2k&-)4 zqk(%wl>mbFCC8>Ji+#68uQ7#QCw)T*ER6klKJlFrrg2`|e+hS|pu0M%V9k(W5dgt8 z`+BWn`D~7>CG&iW_B8|bMS$L|sX(rprwghGKZoYjzL$Jn)LY_G8AtyG6%xCTD6Fo! zsFW?>>&1e@0q&_g_JJtngkTtyTIIUDhC6K@3suD`+tc*=f22@O)L?^bbD_FLXg#n5 zcVbvqi`4kYMmMTk&uB%%kzD&ml89C)?__%zb(@*Wghd zewkUUBHrrp{#!>fGM*-~z(c`oV>+D{>0-cil&2XMi9W}lIugk-EQJ>2CzpxINF1PBvyZ!E8g2w4GKNborJFVXh2)8$-y6=ET1>nLE9UzCwO_$Bdr#SqqW4&tv#OE zfPJ$qSs-D=TDD3PX$3xB@(`WIkbJ!UDiU|}=j$??LcGDRVQ55Dc}#TByKxa%4&#Uv zijEG~5>w%41Txq5{3CQ$sFFyZcJVY?|5kh8^d6F-^k;KZE!{+$ko=33P!m9WlWKff zZgDxXVF$cV;8<;bxT$Thl^`E@JOVtVIUQ@S{r}1dNurxHmdGXfdV!_`3KRyMUlxeX z(H{qkqS9#xES_((AFB^!5VM0_n9g0F008-}PIxzH7-?Bw2HJ@7(HlQ%0MVB8gYxTF z=tLM_oIs(r(N2SIumi)92o9L+S0D-kDk_u{34(|jqz3&atV=4*fj#B-pQsm%Nu1D+ z7UF9Yy0CvB8771cpeqngV*iJVP9XrE#s$=y{2LpLD1fJccJQH6gbBp~q+=X4;h&R< z4Q2>TIjqoV;a@?(f0L-=2AfIxXB*-VqQRtklJ&0#ZV{jnNg-{Pe}D~$A>?>rQF{MK z4zVQA$Ucme?7%*R=&OeEt8=>b>R&5uSeRp|qCTE9gC3Rx`O49e6ATm%SH&)Q_&g ze|-QFd%(Fz{HpNieYHD$1zc@I;Y5DaDkXB#I09=Rz^haDCE0dKE=P%WPmeH?{slSp zrb=%QJID)|AB?)GL@}RXXCM|HYV^Tft(&sasA<(H`UPm#uu1uAh16izZ8{^g z+89ryRMH2@O%@v<-oD@NkN!0=6z>6G+KB)Av%cr`I46POw2=FTZ`0p^T^HT_sh0b_ zbbZQXY;LDwzMCo0;f<$IP$_P9f_B0?>D+;MA|kiXH@K!jO2FaM#^Lj*X}cW2a{}vzr9p`(;&A~$1%e$TO3U{baldQbK@zSFH;$WjOMxG$Yo2ypoYN26Q2L>Xe2805>Z0pySJW9=cF|%<1>YWuTGQH;0vH+FZ<5GTSSPqd z0p?_^0akyJuJ5O{++a;*yIfzUR2JkqL0)UrMWyC>DBAK@u4%S;qD`OPK^5@|Sb}_g393L#(NSskHaUNq-q& zE%i{w!0Eb?xpz_S@lG!zsqzvGd&8t(pKeW`Pn**D?-t4ExE~*O;!Oc39OxqO;dPX; zvsq9IbNuYEG(QcMOk$|cbX0c{@bs0{0rwb(*R7K8>2FcptOD<__0RVGtG|FJ{jx*! zo{+_E9i@L@0NS-zJ4onkNNo-{f#2;nI?l%KZ7w_kCx{^J12O@jW@K8Dh#o*?nY3E- z$vhF>`3en1uiK-&i`X5Sdz$>JOk5h z!`EHQIF@}E;BYB`A~FJaeI%0jjv>92bkq0i-jh{97L#^szlXb_iB2vy?^P7}DfE4B zQ=_2NgXK1?+SpujGM2;rn7qc-bV1A9q z=sNc84MYuN?sAkj+)oF9A4&b;>{S9n76Za(a)*O;C_EctNdngtHk-v7IUhf!H|-`n z`izXf{^MEf$-p8haV(i6vlw~v@?(Ocmm#UG}=n0ed z@IjQHMUxdZJ`@;EC78)wiIo5huG5x-Jh02o+dn#XPGO(A!y03gfR$2L;5}vgaFGGK z2_)KgJPtsH8f5NbH@_r8iv?M{`n}$26f)X2%&W&46!o-9eSSCIoR!Q#nG|@oIb3b| zb$kHmRHfMkA1p8&3!;bo6NTL01gh74U_wb6`o8m!uOA}ghwS3X6h>{GVi|Nf=m&*9 z1dQfb>JDH&PH=Jgj5|=K5dx(wE`OCuT`D`Cj%r`ob1#c5p#*o916~m#-inhIoNOm| z*&H^7(#15N|2F&(z!_`B_AeE$8}mSr(QjNb!;?${bg`CW6Tn$=B8bm~MMGRc2y{U) z^T8N;e1AKCU)=z-)avx){IMB;HKu)tey)`5pofL0PyUM@tf){3$q?Gq%k01S@r;Bs z0VlDw7}xPappyjYByJOeGUHPm|D9&wkSlni1E8w5wGM&^qld_ChbRo~hIm4bhkIDO zYEMx6e47zlX#w;>(^2{+7j3#jW(%55xaIq&8is9D(qcU`dkN$@@iTh9GRY!y40Hbn_0=qVB= zWW_iY-4!Kx6@ajO=p&NTfsH@*ffgN!C_pt5m853vfs+xxmd3~vz@(B3sAt~O_`;g? zhUE9OXEyUEQY>;{Bbu1u-uJuMEEy3-O_BbLMo>@4q=$(}7k+RUTzBcwPrs*bwjICH zo=?|dSr{~&r@f_&%K~o=H3EkljQi*Qta217Xx|EU>e^;wNgMQQ+4=;qDR?x$ok9O( zl|oJXo5es0(+PTrf?z^GZjoz9fSZkTIYk&u32yV<;+(GPkj|pr!WQPvD&(b9A@``G zXue!R&Tn%Iy&Zn{RZ{n;10aQx9;+g)BzcN8hugh%IV?t_6t;xpJCQM}Js{!{(SJ%d z*3wBI6-Of|i#djxznS6+WMD#6?Ebj7z&o|~qR&-i>Su_9%8q-$W$?}L!$@QFMayPi z=1azHw%CX~{A@cAu*&x6|dxxR@>9>=IB3~I?J-T07@olA?-Ip0aeY-UcL zRVwv&?WaNY5gSAtW@8nk&THpbZx=d_F3r1s*k$(MAP)rcZ9^(?(J!#u!Q-FD8s$9Z zv!?BcJ!fPjyOM?>=ur`o5TjvBGD0}IVlG#mCtFx%^t)mQ&w9vbFQ{Q}a5!2ueQQ@s ziI^M{v67iyGbsE^g4`lcQy!?nZ&u(Lnu+TsS-EG34qI=yN6=RvW>{=mPa7xF6g)b} z%ATxwb|h!-1yu~ADCM!A(7DQ&Miq{D*v&_M8!1>=y7;{l$D35#pNy7JwSIpM*Sf!P z;LRjgzR~?)*h#a)f4`bcN7ff%77a0bpsnk1_6!zjNNRWv;?1H+SraL)ZzdQJ3GcI{ z6rEJVf|BMpI1=twaw-*FYCz13A;>TS@+dMS*OStlKgN!fPxlHNJS;{exa(E^mSy#l z5XPw8!6jFQ{<$=ov173c2?xBK&+?^)?bX@`86FQog|5?@JZ;wh+(XrIuV87xvxB}u-ph@D#_ z`gnL`G>s%K&3e}PI8sqp7cyG(~+VZl)h0SR85{!Vf>x76{H(HOkv#d_)UJfL8w(ac6hL(r#rSm zPkIk{3~T&Uz>g0c^n?Ppd%p;cJaD=N6U+I*S|)`Kjpvap2{T&u6HCt}kvB|4@q2%7 zDq+?R1Ly(ZVs{al+io!ZqN&tbrsJBlNmc3psLNX^C7oU0DO&c(6TVm{D2#~|m{n<1M&Gb+zHEzvw>Q9g8+0={JGh2H zepr-ximeQnIcZ;2?k-lYk{|YS+&X@FJ_o6~tKwI%m@(cpaI#pdnvP6RTBkEjhoxV3 za=nC#=c0cHM;nE#NVdgXW^p|_mEamvovjL7AneD7^F3u%2VmcO?d#N3KRyvyF%(QY zR*ycPKhzf+JSg0ni$;KK@A=RP^(l-7fTlFFmTB%^l!|y zm8v-AKO`XSg1TfSU8_#L=t$#CJlCZd-zAX$P>y13~jg4kvj*9YdV785y^niP*@p?4W>|g|mqsE*yH`j0;@|K3#ZIAm+}zE6CI4g(2fw59_BpEk=wH z5xA7kBCIrafuI}WMAqz4bU8gT9dP*aMgx6V9PSpRVhS;yT|ZUx_afi-F7tDIYvx1z z651&uDAq{#VFyfX+}|>kv%!&fVuE@$zTj!tZuG$cixP{$6gO(o#ko!J3D&2m}( zu3m59(8o!;?3{sFaqykSu^?u14qsQ*L0K`IG=axfv30g2#JooYTNHl)o3fJ0LU1{S zS)|jPy}&PaX9Sg_gv&fyPzwG<3ld7vW6G%@aP~Yihq`IQymx>$nReNW2Q0sUu0ZLK z9B%&xa;D@Y!b#Xc1bLJ!LvSbbib;#iVp}fbcM_5;*}{T|H0DL-(%~l;V%O6FcZ_!g z;#;UHI)BE;bQ}aUNNx7#1*SzpT=Z&yTS zzah@|Q!KOE_7X$Mo^;fs;?j%gn<>wBe76)rDVva0`9_TNnUTWtB-5`2+xRVGn(v`_ zBd{qyP4I1oCOn@oxz_5qSaxHZRW4&{3Mv!EQsoKkvu3VOu%k;7+*jo1s@s`bS?tpV z!>!qt{eyTKut=Wk*eBI6K&t&k&k91zmjwcFHi{YYNkmF)_otG~Vp`~1QDTvq0tGKOtWjtEpj?!36fn^W(a*x( zFj;UB$SuM(77mMA(+MQx7*)u@sYv3y2KGVJDRcF5eTG^x&jlD(tJHKCH~ z)5-;KITta#_)n5+a_K z9a-rmDGzL>&nhebUQ_F3l>D{+9fg?2{=jS3Hml#TE)#cyL%G4ELSji0L*!3aM+%27 z&$`CC(K9pD-!OFuFOONM?81?jBiub8abR2&td%I-djjWqk!!u0owA5=H(4xFVLW9h z`AtQbwu34A*Gsq<%e>8t%S|gGWRM%oRzYm7oZP+5XZdhNT=Zn{o+64(Fhka_P>oM|d^9~^^7)g%+f<_*MHw#ue*=eb%v=&7?A*39v&_9^rkha}* zh+qSAV2>pA6xx^^EzT3%gNSSqDjJ*}nA@Zt@4_QFP=&A1*I|t`;IOT9cud06pnV~I zMBmV1pzV~Y)WscdVM{X4?3bbOxv*j)!AK>0j>$=L4f0;jV8l0woRcn!8czC>ix0Mx|v1pbw?be z1kK{Iq%HhaSn5WGSbF%^T-9q1{hL|PG=avI!PLVe)NFTKm$Is@{s~ez?5Hyj-eJ*~ zx+DXU8K=6ffV)YM`Elg>ugeikC?wg=`1Rpa%!)jR$w6i9`y*M1d~c>1 z7?wdoBHc!bJPqwtui*cL?s1teI0ZZsdY^2~e5))DgbFL^E4Y=1J^?jQHh}Cg!*OGq zF-ldDv(e^NLj*Df31_A?oQHN&X}p$;&9;Yqi|HaWci47(^2! z4Jm>gc0gz=+F7KRdD0c_2!a6=BY#H$q6~ zzv>|w8T=Vraj_p&DzQ<#3nJ-mQni<_pL}#z>|OPH_=Vx)U@oUb&Pc+LWb;r?Ccbbs zEV>yEjNIwBZl=CcQ490?b7Q3g9z>i^^#o?-xy-@$zaHhYED+dY7Gx&9X{m8nTA&h%$@BYBINf*43IhUZs?_4( z;Cv|0X$ApGFTra3xj`b87xmwvS7|w}QYj%6QzE6v{V>hp)&q zdIDs^4Th0V)$+|D80+U%lge3@@|m)$OS0iMxaj86zFR)#)17~_G4SJhC7g%GW_#(6 zM4}axn`>x(dbpf@RS>YEmBOI1Lnw~QMndw#b@c3CD-w9i*mnQ@n*LG*L!VKtum0|> z>rbw$D!7%WZ|9e6uIkxLM47pbpC-|`V8p&;gWlj_iYi35ok$S#m~)A-P&hJB>D4(U z<)NM=jL}GiaMVYN^5i0HgV1XE5di`sLL5MB%2L!6^j{=z z2p{OrAwp+-)Sl&0JZJn`_3(C|vsy^XJ_yL7{||9J_8&q#Tpj^mrCA%6*;EkkVb z6}+0RTOZQ)pwn{z9_}HA8fq8d+^waE#o@)QtfLmYRo@?3ZP`X%Kr!c*? z!Rb*w^{cjVao^r!OxIOy>9eO>QW+aix>n=G<-jQXcO-;o?lC@eYEd)yM@iW7xxTA0 zBW47anE@-G3xn>i#p$v2RA0y);c7alw3)8FN7nif;QlwNw#`24U8BO>cGYF_{~}zF!WGzAoBefYpnY!oP*lWrd0IbVw1fN|l$B3x32{F-MJ4y}>Yc zPsQ?GmWui|f=C~($^7IpPx-HD1IbmHthFdZ!v{P_1(EJ_e<#c9&|G8Q<%uQA_^pb^ zi(Val(OANIaR~dNcbDP~k)a#w50gnifqc9hD-p{y#86recZ!k88mRoF=eOLI8Y5QW zJWsw;1KaR*EFxGbA`S3Gqn=3=lhwZ!$B*^Jv|JN2WqZ%3o-mDXyedOfs#Sp*5#fVn z2!Bv;sY_H?AQB)XYotSmx~?3Vq8j`5+E_1Np@*37q=pxzln*>Y?rWd^_R31M$%!VO z-UhPzJk>tJKaiDILO65{cCz*tfU!PK3aOZl;t~+L(xWz=Zh2TgrQ^pH^hb0d5dUzY z>BF)hfgKu8=jeAa!5%N>j#o*&-$!dWZ@lH2E-UR=a4@OXc-?jYW{Z{35uz=BMoGvzxGvFajAdN}*jb#ttbx)m+#EgiB1$xIz4o*iAy}N*`z1O-lZwRYvpX*LAn{JPKQAhX~h4m1V zQi2R6l@cR(?ERxuN~1qZ{QXd_JkQ6Fg+Dv_N{pRWtgf4c)su6f3Z|GS+4gKs`Qi{U zi`Ec_l1BbO%4M>c)YRhkT+37Ea2gGbQX z^+LNzq;&~A;2rFlwK16dd|7hsFhWmFW_4NV-Kw+c#<3fkz9Q7F7pN|LY&+>j2_<@Q zqdKZJ{AE)iSf<}!I8c$r8U3+T2(1zsn++_u6T)k_VGBXUic)zW8K=-moPFNoRYd0> zBM>Y=#A2;QB{5dc7^L&ety}eNQ67X4*QM7tc>U`V?6T=zT~eP%#5XIrQ{D)b4ZVs> zjb5QgtL*K3L`h8^A&pa+u2HX(Ii0&bBW;6`#W8;~Us9P?_DOk%^>7N7X3lIFwf0t6 zHN(zp>z~+oHpJF6h31JYV(GCW)KBU>T{*Vjh!h$KHaR(?E(a23x@SpGl2Tcq35*RB zSC40T2EU|uNEsQ?JQSrdt;(imBcE@wl93HMl05s7@Co~Pw)T15IJ^*5hvG0o3zsj%lc`TK|#BG*#pWtX-CJC!#~Obx~p$?6vJ)K)W5Y!p1)h~W%%t7kCS-W0d(0N!s;F(L;q5+VnKGg_`ddVMougdS7g+JDJD5c)JfwmI zb3^%Em@%tX_PTT8e*YStjD?h4FzWy!;ALu6Suf$1S!ZVN~xE9 z<+ZU2ow{1&ddCyrt4qc6r|V7>_@b1sIPp-2iH4J}zf2Sm$X94mH3*v0REAn&{pMZo zW--Yu-p#9Off%3I{FNiPF2c*)=OYP*Dq-c$sXe7DA53?$d{3Lx2{RhR5x+rhcT;(6 zNrRowYIS*Bv3jBVflI?BSY8mdRvk;>C?T<+a7de?gOYIeV%FprbN;o0y#a%(wLLb4 zpY=D}EY+fdf-;9;=h$BPQoHoi49)d0GPwZS&Y(q#EhtKV>U`~0Z%n9VJh=1)? zGW}>yh4oF#$si|ffns_hX0{wl=&$Hsam}c2APG%9Ny^Ie3@Il9?qiFyOBBYqkp0ul z#7tv-^(l81xNlW8gi+`(UmQQh;=}O7V>8)4^Lnbn0KG2McUQ5`Fud|RioV;b7Qd=( zF1ecgJ2o};Vy+1%1>7e7sWH+>n#|7F*OdyIv@hZ{&ek8TrFrb;RqL*vM01)MTj*Pa ziRzjzH`bR$JFV23MOdH)dj^VrsOflP_(llf8yM1 ze!&>c9RCGYS}FakRLkwj&p*9H_PRT1V+t@g2hVgq7_QWCXR;pk952RkXov9UrZxV~ zC~eenhD3pL&K_O@r<)y&4ne{!rA*D*$~rTGl}PnkZcouAoymkPs|3y(`l!E}PhmOE zT|3Qo%l#+MTs~9vjVjhC(>gxJ)yT>uobz)0H`ej@?TqKu)ZQ$qi3>k_fmfY-zrkbw zrG#!D5p;2Xvc)pt-Pc(c4I|3e9EfPJ)w(@pY{n}Yoy>htL^u+x1%QbQn1+a=N4;rM7CIH zPDp^sE)mNtdxPeJ;&Z(Nof^k$bqP=WrSy%`kaH~)eZO}XYui3TEOdP<@A*W8`*FB2 zZ|tWg-Zharz0>?z*?Q;BDhdm{)!{>W`?dV~;`Z+pC5?auS}k^{d6pZIkd7gD+X~st zrgfCJc5^00SXW@Lx;a%(!GimpU}p6_OCX)1T@g9MNR*wKNC#IH>Rj7%uTPwsOF?^4 zXB~ouy6;12kV~HBSeHANvFxEFRwTRAa>fqbp1!`KwN;*sPPS%5?JxFOU%Mn72x|TTOIASLOaukx*uuGDKaF}o8?WcJP)=l z8Tu)BoLt^?4wSiTLhQK6RZO*7g-8wRnVMZfRb8o7O|O4A45Aa73f_rM4i67j=gb>^ z>F(27NVBM}y{-K`!P@OyYqL`M^J|q_V@vS!Ge9STdPpJW?e`ml@l>w%{|~wo2b9`R zd0X=T(Q~vQLuu}w&=>gcWEya^0r`USUxu=d5Au}-8z=Vv=r&!%kw@a}{}6VMD3HAz z);6U6Hwqi#NL+0{^uL#AMxc8>#->mH8zmJSHPSG7!~fM+NHBo{aHe_78U!V$nH zZngdom^(y3ezfW7$^VVA0gkvaVl4iLB>Es|J$wy~f&WJF07vOzJv{$QvLq4MUDT&f z2pca_?*GxhC&x4pPbY2aFq&(@Q~I~#!BPxIhW-Sw?)~cnDgTlhH2$TVxw>z4Z83(i zwVfmxNjULXwVS)P?672sxR^@7e@0xL|9-WB5Y&)R&{JC-5$`u75S2mw9Dqrw{Lgz+ zHFf}5k_h(xYZuPU%_+p(@)5d9vl@pG9!vDqzpbc64X{-p!MO+di-v1Jm`NdQW6 zj+lEP7hr5FKLY=Rt{iA;&fm{|nf&;s2Hx)@a^xf?Gt6K^6MIqs*lR=Uw6nGnWbfI4 zsHH_&{TLa@Hgfm3|8xK<7-$E?Af5;g6I$GmP^fNep*R7Zlre%h>$p4r;9Ltw_n6XC zRR=t>{XjCa$DDnJxYl<4s7#9CXVU?|hwNax;WKH8L)C2r|G>ny>8?(**cRpz|23&1q*asFQ)&-L?mEDBtLCcG z`4v~@(H|iYq2I2p!xmlUW9@-&q7E*P*ERr>=DGRt>x`wD_oClcak_>$I|(QKu0H@G zZ`20?!NUWPzeMmJELoIRS^I7mL=A%Qp9f5@_C4|*=7kUpIyS%%y4%z=Z&J;<_tAbb z`{sHmS{VcEBt-;w=i5i_az`|+7UBCVDRzL9;ow!U8_~X`%hwQ2;kSI-pp@bxpAaxS$dAMN0)3l7N zN~Za!rAPJk{dQ4;U4rzv+eR0eb{k)ab(UPbm|*lL1zUc`^Rz?gr?DRptPyj4x|2 z4_DrskHc?H$;JvP@|6PcO!r_1?+D-9&S3;Uok_| zUE6DmJ~LJ3EhOL&3|u2O%LRi^Ig?QjU4#kW{kluetiWHjFYvVxkVF9gx!X&zHIa778;l% znLBO=f}@byNj-SBYNseZSNa`lXR>H})4iDyU+WwdK9&jH08Z85#$Mmqz-R~E1?}fV zU&0(>qGAv@pU1I8Q6k|H{DUi#TRhG%-x56=c#JNh$Z$Y4AXnsF0JUD+>reNFmteFSwq6 z`C1+qhliW)|3VN4IZ@p=z0Anc?-O+}p?H{{@OSGLSdCOQs-L_eA=U>;XO8l61`5_o zYTzcs$q(yOnAPzTl2S|RdHw6YUgDROyC#r6O_XznZD~FZBcYD0NUKAN98Slpbq*I$ zG@b1me>6T~f>frD@D}K#QS9NWITO$)n#h{gH68aYm9n#An=e=<0#;?b>Wa)W zk)Cq0;IUB6V>`oxv8d{ak>?6`ijGfI=_d!`)lUJv>f;dI)OL^y)m1|UiltZZ>EWN> zL>RO=@dQ|ffdanIQl@L43h)FFqVD_7YC=uJh0d@-t&Pzcl+c?Mj4^xU0{(pZB^Km& zN|l%T!O?=Z{n9prOb2Xn4wm45P@R1g*18oW0sou21(t%eH-Ep+9F)Dz+u%=7)g#+q zbUuarcCL@RnG#UQz0RS&_aPsEOhk_@BppO0jRqV!lE@#v=$f6eNd<95@dhg@oXopR#5P&Hd(IKkrdwhAscDd zx4SU_!L?%%o;>?Z^_p;f$bh?o@@31p6Xs(aWMN{BFQla0xYV4UzUd)wB&u|8mX&cs zh?_|L39#|vh^cLjrP(lSQu_tD2}lU2Vem@{=&`Snazuk#UO*S>0VTKW?>6J=fBj}6 z9tgyCT4k1nrOB2j=E;ZqA4=FJHwqt6L6URO3e|<7dMMOIREKX^Enr%|w*T7ALak$x z@0U%1JdFk-z1@ikw5rmMsu{e`$YgzWV5gfD{Pao0ZvliXwHqmCf@0)V`F(okzkp1N z5rlP)!Q6fbYG)Ba?fgCeHjkioasj9_EZCXe272qTS>g0-$QA9{bX|1sc zMyL=4f#-DV-RE-;$}~?so)Gw0Q99D`M#X>wl+0YTzEMnbWOk|IFWXiy{VNPLR_}+y^ZL?16=myc2wn z2zf$rcoG5ND_&QCPz(Kb%S-L9PBxNkV$XWPk9P*|fr3n09KEyrp(ZpCL<<7m`?C!x zc>?ya3!al&lotgJf@OtB9l(8T26fo*#wrfbG~ru6XeIFRnL8)3XeI7s^i#<=K0llj za4X>`)xpLK?dX6wkPehNHL!9d&lI*3z5?Ny0EjQjASZyqZw~nej6@9(A~AH6uEl{M z(HJrdViZf@+r~ZNwUxNsEYigx<4U|aY#n6|1VUg*8XA*;`>K-37h7f16%FCBO#bKV z2+1B%-+V?S#bE}=Ootj&0m1W4mh9W0l5z9P*q&jIZXpKJ_jb@kgtATQ4uaJbgf}0K zMS{9&(dPSw#(UO={oPWN`}3=djtB0u-DwTVU&uffDmbDQaW<~2g$W^af%`_@W6Yrs zqB=pKD}Y^oqs#9><_z=XTMJ67Q2Vm?Qt!kQLKC^__g;@mZ@GzY=ZDz=VDj~n$@~JM z{{Wz~#g~Io!r_r6KkxqdEd7aS24JGyT%CQ_R#ybh20)xMK$`}M`jCPJ=)SN{|8N<_=qJlZ(s{JfjR?@{K<9>LGXw%TnT`({FYL^I zDXK*IX)07h#%`irNxVX!0n`nGmOvn8Vn9475m=`}bFSYeB_+RY zxaZ$R3$RFWiheNq2v=-%t{id~e0nmOR>UTjDT{iBM-|a_TIMwl~ z9|kf-a0kJZJs9)=!LbHtc#!gK=Xt~0rwmID(2T)t21~=t+P`oCvEEmjA>x%tM5xBe zIllvf(DeL@u0&KX>0e;b`F4KNl5jsO za_zW1d1r=aUGbld3tqVn7@?nNU0^zI!JmCLF`P7n?18+^4rd7?Css2)nUTltbUN| zSg7WAv%!h;LPk#rsX4Q`nFj0NRuX&~CuSM)0gj!FHEk!cf&_#$dPOQH6B@kD0Sm)D zZxI1DBc24IToH6UrrWtih{}n8QlLkf^{_vQ@sIG~xI0vP5DtkFLu7oai%R)|FU7Au zd+FV9p!VK@wP%Kih!&!)pO#a{pHJBYJY6M_Y!z@a?t~Iu$)9=}vaob{9Dt0)gM_MB z_~kDyKk%vLU`5%pT##C!i*^8-%AkN20#!>n>fatO`m>HyUR6IL5s&&<7h!3v9 zZS&=`ek4ep`ax>Ijqqja@CF_b4Mk9gnSO?!k0}zQ2@>(~*W1YeqwFUk*Oj0(d=pT% z%cUeN=<|dgw))UKgfWH4KUAj@(G_URzVSBH{~GSlmfmIr&!i-f*XW4MTBFR+QPI;} z89-kR3C7}};;7TV9^yYt2&xe4xZbU-?vO7A;Z;RQ5)QH9&hjf0;Not8W7<%*TE5hfEc2`H2@L>b)XdVz;a)d?4#yJ%{M}7ig)F z)#C+n9G{M?worxNd@F+TId2Y|}Wn^ZAv%4_xFN2c?zEc$M^OJ`^aI z>a$w-)lV9S8%<@55h7KZm1q^==US=my3?;I%ylx9NM;OIb;J-58IAmoYk8rQXO8F`=USIlh77si)lg%_qcJ zoA6*cPw_{`mkQ4rVYo1^_S%nQ9_~5t{+^KZFp+a$P_`_?jGi=kvRQac%n?ltC~c$e zs8!SzVHIucpq4m=e&W@nlP{oqG2?KBHW2CLNTq|pN5vnOP)i80dzb$eTHJg-|C05~ z8r6EgRp!_|Y$>{9B_a}kK;cnl285bLX#So2Chs)hU}(wn(lk@~D4+z_^i&2v)4Bf) zV*JB6(3attO1m#at(h?hoUq!SyhrEZWNoN>S~$<+K*aJ&={HdobP4PQVg9rke76&; zu9Y#Vw=?<5V0x4uB^K&8(V=gX=hAL-2j|5|spde<#LjF8loXuZe!*#st|`PZl_Rlp zIlXsvKa_2kwJ~N*^wp%q%otrjVQqZCWKqCa_v(ucgQu=TkP?y|+4RV!E12#7Y?kHJ zURF0dWWlv`CzK#o)2WnFFf^Oi3z%r)KIs2)kj^edoL$PZGuB^*q7;UOIxdB&VFKks zuh4$Pqf7SS)S_qa=!6Zo{kMUIC-g#-Nd6cj@W@j6EoY2%tFl?~pT`-V6Dr+u{>(y} zw049vXN3n)BFtpjiAZNC^|WvF&$>kB6|mZJ12xToGI>p=tMmD?zV<5 zwLtg~HjlRcG%pX&MPcpCiOP=}SbIEY zRjwLV0Sl38A!i|sd=Yah8h*OtLnxXJB@yusYJe#T`!>MRKfwM>@eiQ}f6u(vl0_jm zR6La&EOpZJzGmBbVbav66dgxlfOV%ftk=NpKzRN5Lt`d`u`pk5gVlr;I|)@@b+vh9 z%!B^4PIpA$Jt%9lf0^-x3p{1A(lU^xTzl1a99e5JP?1cE!YMZY4zDvm9}*&XBVFZ@ znd$k78uvrZl1YlQGENV^WO!dZOZ^vYYP$VR2Ch##&bUt`*wLLG-ZDRqD?*`cr4&qy zEG3#vojgk9$i@%<{8L|I8^oFx@z%mF=;HQDYC33ItDt$57qx|u(2g~${&1K|2QWew z&?!{sJF=#5Ll8Op+@n7O84yuXIyG=H6%6sAh+CMz}gM z<~p3K)=$2nf#d*fL{mST&fb<-4D81YCNgqj?`LwU2Zl&_o`hRNq#B-v-=mCJui>OH zHd^%)e<(>Vqen+WvMu@!F+^RRxQEBa`cJw_K;;rob)qw5_y6@ww_NR{@ZKd&(}l}X zjyH`D5vkG9Y%@l`I$6E|8*^JC`qPWp?geuU?`c`6_g66eb|ys$F%R6po=j`0s;4c) zyy9Aqpo8b$2UC)Ee}L5(J@;`;cbb^|@xSxGU#Hqij>Ae ztEY`DW{h9DvvQdiYn<>qiqP_pzpQC&>|n~=(vPUbUOz3aZXj7d5nR7w&5N|cty|j1d z9JoNfZ4)}d*`$a2iw^bonWr53GOGqU785u2Y8R6BMVkACis|xj+($7{X(>U9Z|!Zh zm`{<=#q8~Ci--h>%E!{ziKdMPqOjP87O`yvE!iA(*%&VZx{kYhrbh|LZ*#HEZS4C+ zmaN4u@v0l-jj7%9w9Huyt{H45HwacY^#=t_c?@(Ixh3Q)vXn*bC)7sJu=YIRO~qLp z7GH11qFXd*G^0Mfpnwy{w-kh|o30MhiBP=GdHd8qQwTyVWR!l-vH$*tLKzPmFK;*H zk`!tz1fe?!G4IAqzkSw<$BA>tnIofOel2HiVsIuOEueV}IS@dqDeI-H;-V{Z$b)|J6u+MQOrjL~|r7UT6F#E**-; zDb{PMl0CR9zhD2eP~nrmK_yAKW$dg7!E@W6k9f>Dr%?FH50QZmFzR~meOs@5N&3Gc zj0YmSG;iY;MdZhzrNMw5BmPr6AR< zzTXCUE;h-zv7Z!@d!0J0`b+Fja2bbzuP~V`PMg1}9{dWsI4&{wy0Q$`LiWIm>WfEN zDi}db^YOJuxc_?PkVm3udwG3YXoukk7dW@2D^Vvi^si4wsGCHvx)ZeXL%3$4UN!T( z=0-HAiFxOW`+!d>Jc-yBw@WzZZ6raBoyTUXf9I<2^S0~dFfzCoooVLZ9wVf_H)MyH zP81Dt=9|a((p!uLS4Z=#?M7FMz8gvZI*#h%*T@%tY+Vv8zERo3mNdfZqYK}F5w^LE zQyv9JltNaIuQx&3z#_R{8}=rTJ__P%-j!oD`)0wHy88$1;x#*GkoWOzv4V6z&X#an zuDT3xL&Ws943b#zCA&say9`ounIlR$rC87sy5$9@81*_yoR2J3DA(MI7Q!$HyxWo4 z1b0?3Z0~x$Ksm(HY+`ii8aPX7%bt_0u9^~l3u`*-ey7jzmawVDE+%T!+Vc3*A2%&E ziA(Hl;IL1awg1xC%NsE<)f+KyknuMp^PSAt=}x5{)q@?LO17O=zJA@&fiYUur4(+& zf6bITe1sjziz)R!gw+*QM|>l-_!VY=Krm%|Omq}0pA^hV){e%;5FSI|LLrL(RmLXo z^5jPji;K=f5%1Al$J@6veN&udccibp-XjHYE5(t_lSfIv*9*iW`-gfE)+aFZq(4q{ zaoe0K)bV4_nYs)3PK#3l-#*!&xSw-m!U*s!OSh`pV%6k_(3&*EZl?+a9~qb|GM9!D z^5g{9Cmj`{9PhaEdeTKdiTK+?Kq4f#fRjwNn4T@ zWgXOhyhjSB`Ng%B*#w!^^D33vKZYq$iD|LWS^j7+7)ulq>x+?_ZMy8fV@Ofd#k}Ze zOc3i^)|A8b#ZUPstci)W`bh@Y79Gl@`OFP53$Ek`)3?CPo~t!Th<&z$b^E6nd!a>V$R!xl%zB z`p>NgbY5wTV6mwWjcW@$*CejkXPRs|VglkCKSw$DC9f1?2^mPp4tn@iZ%ZtoCf7m; ze7Zh1hQ#Ve)5AKSd@t6yd@2#2P22Kw6gZOjogXN+dl)Mco)S!q1*yFmi`2ApUmIhl zIHo`37)TKqFJU8TvQ%;ko;}{FQm~2=a!)1^)!vSprx&h1H@U{GrYGv9xRXsod?mLKdiEJMMpI;M7D6GD;4PBjN3waBUyA=JWO|B8aGP?OVvopq zLP+xDw1ZKv!8^*_My(l9!L=Vf&+RI+2jp<{SmWm~o(2*(zCGr#k+W@W< zhK@$;D2_%~Twc9;S&dA_(NYy^x6_k4ZS_Pk6Nce=8H>42Tg7-bF7abUWp0W_k&=Q> zo^?JO|Kh3|wTi@i>@li$qA?5d0Q8izfx}R+;-HXwZvZt`INST_htf6e37=PLIe{c7 z2T#lxGqJZ7gJ{{qI^b)qF-+Vnilh^^0&<<%Sh^ASa#qhZ**EWfA?8zJQ$k%b(5Kq; z@Kd74EXaf5bxM{~DQ(@?iL%4(|BOg5yjEnW=yQ94*MJB)m+JmJeT4h)@`ZD8XZ5amQNG66OjgaZ+a`FAPuFt8Wlsr_O$SXBJ5A zNGwW0rWxq5DMMBNA_RVP8&4HwV{=AzZhX>wI-y}9xjJc#77VsF+4{0DR9uKIv36JZTJ3Hlwu;IH*PkIRR+r(L(*5jIsvyI%W2p4b&d_$GIzghdA{TQLj5!87X0x4Cuq0 zg@b!avD11S`mDos%lP_K-LBa~wJ^GcMu+4hJ@fN7E1kw`Z_8_^x^xLl&VfH}(Hm60 zHT1m3R;46GFw8>-!*ike$!zP;g_q@opeFX>o#s zL&cpekvvNl$V3k|4#B~`UxH&&+vO}PLePuYwXX*PA6n@xYaHLCr_*)r$X*rfq%@Y$ z8=@bUZ}#@k`#6vWO7U>Z-dV;BD<6eII;pgXe>1S4Ftf;VbHADun|gE4YA;Wb@ZPN9 zRW(25wYSGL{()xh3m!(x3imEQmnym}CN|00vP8OYyu(cP?F(l*+n*{XI8V&;P*LbH z9wezmonBuH(#Yo(#oZ0JSzDF|kxw~^Qd1|gXQM#SBbYyrSi|46q>e=rEb5$nz<<=# z{`tKa%)Mp(96obu+@<&;nEtVYj>A=L3u<@o-7h4fH2iQy@xtiX%T!)mYUd<#f?pp_ zbbSWt4Mn+mFUlQjoy*!d!ft0 z?}jk<9hB4OnohHIMMKbHQqlA~&+c{uS-vV*9%m-YPoy_PkwOY?oi8HRB-BO1o=t8D za_Bs=CyPrKqbADXo?R)Nh-syJCK89D-a9SJ6O_qqI{E3)9aTe&g<|@nFkK$F_8{}D zyN1xE7;53|P@DQY+Go5IIE~_A8O+=ocjiwTFHwI!vUGpmN02uncG`Wj)IInvD{RXw ztHC#wOLMhXy`u5gaYRm@cMOB^3G?TsFEoZC52nULXMyx)E2`K{-gECK5x%wA8`}`1CjmNh|>lrB7q7QEh_f8r@TZ&Js$|} zLHWxIQU3DBF}*^RqRK!@z`eWqr3=x=@)@E-d&Rf>v?WlnilqXztU^~h&X525qbIR; z$09wyt=p)al4+4irC%`SnEO%3h`u?3@;iNch5548GqIlU8Bs_w!yMSW?E5}kjNe{q z8)m2Pu;?{>1CO?5^f*!M zUToUnY4tz0##7%)bXM_eD%US*ycJSypC?&X0-so^e~xz{kBGD2l}5!r5kUSM{h9_1 zKUth3OujdN4HM@qYLN4ruV0^}{%jIWlTwcX!Kk%34=WbS8rSRYO_xvI@ zs*^`gAh`|3Bg7eE?tPKrwD1svcb*ASP}#xv|Lmm)BY4nR%Hz#fK2vF9jY+JTqhnAn z@6z*!*5fQ{cQKOGgr0!Ckt7Kb_@3cWSsY^jJIjI%=h8!VzlrWJ3hQr)Dy?AXYdYzx z;28$@%kGz%rUdi&rQ9FYjzJ}-sqv8k%~aVh>hx032`-j2#Ps2MrsLYkdu6N>!q(>K zj*J}7bVL||qxcbXZ9J+z;7HkTOddm=IMVIdV4$;ygh0demTs8{lX&w?Vs*`rJ{kUo zj4Aw`jMT}|h|EY9Wo;9r$DYbhLEBe_6%W0`-=j~Ee98U0%GLGh&e};h#dxRN26|GW z$X}QNxf;@_9wFqXO#tTdE3&tbd>?oFux>;(xZOovFjprLZ0OO{8m$g}R7Vnh%T*KD zH`74AQIw3@LM;BuerH?1Jo#TYvnel)mhC8l)_FH*jAq zZ{Rp*F?D_`bmUe}o2jNozEaB17cmjySbT6u%ndRUKkD^rI(_Rv!$ zB1EzrrpzSNTi_RgsrU=U`F~P)qqQ}g*u*H-0Pl*If;VIKO)JrEBp)VmiV0!;GWi#A zc@|B?7cDWtGOb6gN#@>nmVY3KwN2ly{543g@BMNFT_1HKmy*_1=$UTR>THw~Df`F9GL!Qg}$ub)PX z&}N6$3pENS@lxmeWtk&%p}xST2wEs!$;ZC!PQFV$QzN-DcAxoZf~do?#Z%RQ$!a(F zi1rOncJ=14SBDnFL@CGkUyd(Tu6_IU?+v;XlI)kYK@BJh{{B-@t%S$)rlLCH`9vvX zB(iDB@8kJpgC8LosY3A0O4%*L z>!)iK7^QvQYh!zqu!ptz)RpgTqS2-MFi(%O}3xfL!`0nCUkyemxh?%sh9_lT*H=>{bg&tc2Me zSfy7Hffe4g-a0j(7+Rj5sgYX!JCOecWBr@8#-T1`p#uoH8 zKV5%6*yIYV9DsB{4GB$jWff}&>Q>`ED@++iC}QT(F0X}UqmPjNbq9G*kipYQs ziD_>9TbSIu+?^%?g_XKtJ73{%>mSbiO8#5@U;Cfzr}uA0{}uTM?tj`pX@9eOP-KtJ zzhd(r`0v?Y#(#GG-~R9Hhx)(oUyUAv`?LO&`)9BhHFdSm)jrBf4qNm{p$Y*@Hgb2(ErVUiTs-T0RA!j|NSrbKi>a#zteaW z{j2?gn%@_*`I?Ek<2to@t%O#S!%@A=R5|GIw9zdHXF|BL*m`oEBG<=@vo>VJs; zJ@2dk|J%>*Z~y=Np9-J1|NqLJQ+9-PObdZ@MHbHniT5X~rIkwOcxh($4 z>1&#mnBH02BwpeZCLYV^>bOj8%Ur182OjcrSSMJ%eIrrdqhVN&bpbMX+0xn*uF#ID zyEu1k8iu6RD_fr_ALE-FyCI(cwNg2@h=AtWA_Jb@$PV2<%bMY^RsTF$+7SgD`a4M` z)4jC0Z;8hy8bN3x1Dj|ia+v+K6a@iR4B7i41`N##VEs7$tT5wiF{Z6-$Ul|+NVN+q z$zOiR0?y|dhHw5(DH@AtFKpgT_^E&&ahlg?1?7o6n!#*Si}Vlos0fb7npTW2ZpGrGBqoDH&Jh)uvQ z+8`wkRaZe0?I(yIdfI+;%SY0_HrEGC(9C6sXic13>)XUgt6al&PDPH>@j##D3qzAn zJe`<-Y)qWGnwy;Z~wH-Y3bh9_iYQ__K~=iu~g5TQ|R zC*H;ubCEvDwJNC`+e4!>ASq523hJifi&F7lW^+6&tzRAytTDK;tp;zHUrkRwDR*@lAHn1SN`U0|pQHc9lgxd3} zCc3yrTe?m%idHAFPVR+#shS%cL;y~D@c+~NwzFmgTY#`aG{w_2HhU?FT^Fv9g!|GF z4O!?oX5#A7c}h3paX!!X-zWKEH6(Y2s^0#;5;&onyyfQ^jbm}TOds3mkKM@9a@;Qj zCK({xQ*iRc5n#L#vf&Io_Df_KHeT|ypG@MH{b#CNi@{nzmz%23M&WGyPrxPF!r21 zVIr=}ozD++5o=*OCVnj(CU9@G zAygBHT38**3;~nL;vZ~q!B2|9;f zdU~bVQRN#A)JHtTD;2*c<`TZ+(Xh7EXQa6t_b z`Rp0eAh4&)_3G0Vx>OwTcxi6Fj+K;&YNS3sx}kCdB`t zWsAs%n@19zI7-3Qe5ZO;o~G&Xits*`H1u~K}5L2#ueM^0yvgDYO^b4 zKwmTBdm4xsLL9Cal-F%_#Bk|=-J7H2Y91rvsBg7Yw)~Q5EY}>BQ4ouqEw=g21pH;L zV#mqf0GzMo0itZrBDBT-&6E9Desp^G+Jzf#qW1irJ-QctWJC%r2N+<-o>>06Rx3 zeh9lCg-TfGn7_avVxwem^!AlsU@(C+0kZ`Y-D{r`oDb(dx6=>#4bH@WIv5-LXQ^p6 z`o4);@X)hpTQCgxhS^aH6wiv&`-?QKf0>NCEKA1%*N2&fSj3r~9aDH~Y;V)I!D?sq zNBrQI$-O@1M)~kH`_pA4lDs>;dt@+CvPC)(h7LVAO9@CpOxQNdn+6&j4YQW9OvKe% ztAAOm8M#7H@;_6pGKkoZ-JY*=HQK?Cc|Z5mYvh7VKCyhKEXcHu-o4r7641$SvP-Rz z*2m4R;PkQVK$hWKT`wG%x)?}MSC0#(d6&$XQ-`Wqc4B-#a<1IbbmP)mP>f}a8en{} zTp7(UQrJw6{wy;L!mNhAA zIvk%+D6V%7Q?u{xy{ebTE5m18xgv^Izg{c zV)Fi|O+Mf5@;?q0PyXg)P`a#PMR+BacdO{6(A}4}HgOij*8?y!AY>n{3Zb^!#XMj? z`2_ScZ-T5G1A4gu0(KEQ(bw*JXFv-k>QIoQ{I5$)K~EG?5qxByYGVEjvHkmd+BIgd zDu+B>6$F{)UUSMhfHm2cpsQulV<%UDEjeht)bim<1g9&||EGHm=G2pocEoFt>|XN} z3Yl9>yCvF!Fql75YOr1f@h%>q{`Z5Pz6TA1Lti?d*k~nldO>Q#4BreR=?V|7SBMb| z=Xi0L6@DLR}B1i8jL`;Dz#wv76`oBXLKC2mW8 z<-LFf<1}4-_bW0j_fh#5t&wT6D_-9kL{u0O-B_a|8BqH8gXtU|bcNtMhDS3ujkM-Y+gC|NIG@e1>afb^whEbSPFh;N;w|2$d;=KvVVE6ZUkVG0= zzQKG02io-3dv0g33hVszJN8atyB!RBCnv|Nk^Aj_po7w=Ovg0$nh}BwhTD>ZPU{TP zAv)ClnN--o^=6q3KVu$k%+h>mWf;w447W{mu%p`ISH!ATT9)|oOS1ATGNJE3uqKOc zBxVk*TwQz)Dd>78X`ND`gFX%&$jsKR;9!2LUxHi-XdY^Lf>F_ORL2vu;OFYMH|(KY z)}xR`G%W;+#hM^O`LjhIYok+xnA$n(OR7H-){08cUjlgwa+0I3Q#jHUR9)z`$gvJjAl7Yg;VD4KvRTAJwWWWn%r81~ChNrJfRZf}l|} zh^z_nnSNRBj@Y_FHsZM+j$_N}rC^5k4%ih^U8*ZCLdRC6Z~UnBeyIn6GC&3Fjou(O zqE2A)5N`A5!j_JNa?JJ`S<&>d)#|0net#9yu4=%GM5zqRqDa6>(Zn0 zc|>SfD*gU^vJ$;@?*{-{%M(etBF=84SiYzsX6@SqQ7ZG3z{lQcu0*XU&TO zuCfv$Ux2%Y3q}OyV)&^aVTKpryXlI1uy5U*Mv~mjK(9ELDV0P3YWiUKr2yd8CeRiD zFz^$B%0RyV8y+`~RYxf17wSycdZG}>fzyTxMtKDTHF@0-3B_YN!$HD1BTh*ZcS30E zB+_n#NPvep9;|>g-5k()ns}^UqZld;<&M=8v)wZN6a`8XVhAefpIq4GacrPJ!6Szq ztYd|B@SsHA*?{j`6=D|E-TOFgFBj^HsF!ewbQKesV{BT*cpEH_70)gqDwqalXmsC> zv(~m0;?w)WB}n|;l>aDKpN<{lvj-@d<-|_|-2PG$p9x#5zp~u-nbLOnQ5Tuu39G#Vx`So+6b+MoL$4F1T!b4Y zd2$?p0tA`7jzpc#DT)HcY<3Jibc#$iraCc`dkWL9rfgMw^qizTR<7gymgzF&XBZZ8;}VP~ z>{W0tNbXthlB8hA-^0AfjIk=$sHpTx1~YOJa0tjSG)TzofvlK1()i^YR0#Gl?p5@z z@d4`29r)4%rgRBudHq#A@Xp~E!d_3Z^b&keop8S~NA#1}MREM+qKYpVTganDTBXu8 z6@oT7kGz^^-Z#T#dYze`cve!XCt!DjZo_(=zqS~fd_@!wY27e6g8V>G5B82!|h89 z>2$t9w=`Ff4usu#sVBP%p+b}>1aJfeg)z5!FXF!ZG6AcqqtAu@nY_?g%i$yb#!E1w z7PZ#BQ=oQ2_Q*(5kRDUYxrA>He6N5ewvbGwpHmv6mYy5m1n$zTyAdSa_k~Z=mUno8 zaKK0@{K$#K^r`AASyU%TJZCE+3IBt?|6Zy%gB#w5OQ?j(6VDi2yjj$!HPrXRPdsWH zC;yThg~Yw~!{5Q-${3j|VMn?o*`H|pEL6{kz^|0|3#!fKiFWZ97~Z$aml@i}&PzdQ zEHnSJ7nIbwExfgM{KP_sOIAt(X|#A+ipkwQ?7Qm$(ZITR(J_AG0m-QNC$fsSUIfc! zOvj|d|41k``1(?62ZOpdqx@hRbb%0vV;3eViIFCm`GI_s0BMfp6=Y(D08%q2y9J*qGFu|8tHB4l_iT4-;HouD)z4H`CvHz{6eA31nA7yoSE7v zASwk%_WtxAp#jX#Zbx z^u2XY&LZqm2S!*B3S@Lr`=7M`W!Z!HZ+KhTJ_y^lSrZf2bo!KbNmOKnR;B{x{$YiB zJ?sS^cNsfg>5B)bCOIf-ALt9iTht3lmH*pyKI?!+%V9+Lz{gp$$k~YXWViZH^-eECk@(wCNcaW(t6+XM$FW zDJjpoyCxjFG?n8grgoPpcM)Yfr+PmO(W;14s5Tw!)6XuzpRej#gHLa&RIqlTv!3U> z*xeEeGj&3Ik#+4?KHn@Jm4<4*?zc`hZQs>*!I&T_n9Rp{%ZQ*gq(x+3#89rh*n{xk zOr+>aDf;iwv>(>u_#oRCayg~ZLfrplk~lo!gq#!4=T&B?{&AfU z2|VnVXg9y;ZE_gHMeGmy{P=gg#d&(U2Uyg?GxV(jt~2^gC8_B>-u51`c(9B7iFRd4 z?%ef(3H$bU0l0=W^TOd|sGZkudV>7v;IRr4tfgk$Eq=&DS6u=S|0I~i6C-!Dn#9!!XW)O!=BeS3a)6dNOyquhs8)Bja7gf_8m1ieXkVXA3NAjg! z$LxgFYf(Cg2O&U=vlhYPj=o$dc)B9%P#D><{Nfs zO%qC&OblfQN9ibbFD#5+D{?*|a1U-Y;w=0KFCLQt!vG;xTzj9CzA^a4x?Q@}r9&_? z*^1$io&V}(N6B3wTv;e{8*(6j*IS<`~e2}|@ zm|0iQXG?HJ{S5CJ0)o@Y(wC3nzF3sOc#-iSkNH!pvaa~zs&GHa*qSl*qC_65@ZN5` zz`xSQ4cFHe#|(UMwIP8R&o7ZV4yNQOy#NGLpVq2G{4uGf5MWZ*-7-YzAtlbs)Q2^t zGV73972|@=5uDXfFrii6f^G8)r=X`{n+OhID zNEPm+*qd&9o>Ihole}<$B?r*#NMF)$gP#9y>Hi46A(JA2EP6VXAx^>i$Yf-2hJ$lt zML3<H&z>mJj062}!)~u$WH0#{ z$AnYj=g05QLBZ4?W1N@6YY($DU;ya5`Y*MybWPkD8W_*|;SlT&zzG2tP;E$>46DTr zqKEnEqMW@XTvX&*COh-Q6WfJL_&0&ouwKXr<+ZXS=r9BMeFg^bwzm82Ob)}5R#F32 z8bEWpI{nLhf}Gh)>De0zuJPn3XwKS(O&uJd>U49>_TL~kHuO}BXQLD*mGK47v}G5f z{be&qPj7dpQOhqp^d387Vn*D2pO42hNQ`<7Seg&;jgi7yjboN4kBQCt$-z`zt-9Rq zPd17Jz`jdT4CUZ2OFo)z=m>1>muIn=2~F_t-(^6W!edym2 z=FffNEMMW5t^(sOzZrTjUL1Pa;RbEmd>aDlI52OTY-S5 zydwKQw*6Hf@!wgl-_0QFF^-af1O3E+NBd_LssvTY=LVs}V$UV%WKp^LT7?8|pvfkx zuI|;rq_h(HgZkO;q4gwjdjeb1C^To(m#DdiFoC@!d&F)^_}gLV09#L(N1p;#)Q4<& zy}o1<#0OiqzTlp@qpq%xi-Ehzvt_rRs-`NyeDb0YDLZc_*1ca_IkD{DT*~pRV`pRd z+UmhK`#kjH#CWW710u;b1^hbgx*4v9h($TPLNpljxx*lsSxt~}LyrBJ>-5an`&?FZ zyMea1Dk+&>V9nXC-M3`}S7gX9EOB;v7>~7W6m>gTtXt!(Xj#~lUGtZXMmh@01zZ%; z=t(*@Db|S5!@RIgpqOr(x^|NvJ(*ofv|^4SAGT+HVU5j+4{^id9Md6$N2Y@r{hdrR z;*=up+2@5+={iZi z&OSY?GzHx0C@RH&T2fKBYA9U925zCMx;O9;0yD2 zV~i3})OS7waC3rIB%i9 zgzF#yH(#4P(sxXG&k%MqEXFBeZs`zW4pL(Z+{%TR!7Zc}7{aeRwf=12%r#O(}? zVt&dlQ>T^$xSz0_I<+!4)|0Vjcl3c8+T4YJzSJS>97H;Ld~;QS@#cUj=XBPO3@6So zy28;H#^EB|R>5^yBoTrS{a@n|XM#B63wq^yoEq|cp5m+YH*mw@boDlix|H)vt29mu z70-+}&M(}4H1$6^o0#zh0&id?rW)0O>Plvbrm%-ryrUvI6=PkYvw}tp)C~IWh^b;P_q*c z-;zgDvfjUZY+?ecrWZ>$i->{1X3)#STjkKk-Q}u4a-qc)sl&UsZ>gNTaRM31G}q$) zLpoV)lzjC=+<+)H;{I0usNwV#gR!{l9G&|eXt_00jKSaEY3!f;c=QrGwSH>fSbAj8 z2}I{ou;bG^^Bbv7P?K2U%o(_a09f~`Pb%43`Ca?!1eN6**h|<&tL*X)^y~!hVDQo| z57&{EDVYVY@P2D}VJp+d5mmCK7x89;fcSK!ayVR#lM-mEZBVRWd6Kw}H#3qo{qg0EiJK|4q!U(T}d0J*QsR}plQ9gDy- z@NL_6Z78fQ55j%I6eyMvEt6`cIh*g+r{n|M!L^1cv1< z^|rqb=$dO09rsmjf1c=02W@ek0Q~}r*h`f{s7E@kzVNw}|4-061r~ofxW4{oBKuqR z>mFYXzRbjXME-=u?MThJcv)eG+W0HN{@=30H>Ik#Y&~fx6x*YPOjWS>y~;^>dnh|r zO+|dZ`WgnXwITePrHQ%#+(Uy7YY# zYeBd625L3FBF+v_?XS^n5iLXOR?k?3y>9Dy-?(~ot{L$&*l+HGTu8DJF+0S**V#qGt($OH)s?Nj;pd>U9`^Fia z9=n9PI{3y1q!bxC1uN9QD+{bBf-@oRnI!@aT2kvjQCW!c05X>Q7MIeOp}|G?mpLQ( zqiQGVcX@rH zP6{gYdo-TUM;_&-kFKnV4d#uW5=OEgAscT9YUQgfG$H4vcvSI7+AHrMrW6#6d@X3$ zfVWR;Py0lEXn=`!VE&*%pRE5ak2Eof?)_XErj*;^YLp1R0tpHPsHl5(Dth#W6`b8%}?+Xe{b1!6MI!oHd==aWhPAyfYbQu0JRy{0$8ux*!S5+zcX z)l!5=uS6Z)T1(N1rA)ANDEO>`CP&AfBQ`m}d5s3UXb#g)gv6L*n@afdRj@DJjMIr=q5j+Lx<9%xkr*H z$;2m`#YGkC{>8ssa}EWv)wb=ZF1mvT;I}MXyNqWVviv3n?+gv)`%si8(u5IUjF|WO zD@Dr+l6fehOnRz^(-XJ%{8_B{V;wLhzT^xv&gBE4X*QnYr2m){>2iq_dXD+O7p}}F zo-nso_nbwK-UIC=d)oxEIO*e;1$TVNAI)GOv=NiX@G<2c!kvdu_t__79z2{7c{8L= z)_g{s%26zAU6UHX!U+ge2_m9`bsv$3_!7r@YpW&P zG4H_GmsO?`=7iPaQb?| zn@`-zcd@)cch1-2h6=ujHN#VO_F?iD3pC5|(Jef$vksa{FzRdC&*bC-9<=Jub>Nwb z^mAlE%IhYa)Wfue1EG5_LPsiPci&EG`+0j`lka(y4mPHh@Uzp2yol-8%z>ET$UO7q zRg)5|*ty%{02`PJclSRtTE@!Sg;!@4=uT+7bkBzjT9U2nLe)~tb0n%?bvW6HdSKtj zR;BbE*oL)S>g&QGohH2&+~8u#^;lG*SZFN8%b&29& zHs5n)?+9ag#GgzLm7oq}$li7jb&;Tyw}zFylSPl##}R-+1bGy3fHb7St+uQqyKm*^ ziuepic;5Zd`J|QwIB(;4t1^q%J>NZ`^V6*qG?2F3LnpEUl{I;o-@@8=V>kx9cBCm1 zU44!1<;h~exU#i{T5t|4QEBZ@x(Q*X${7d5XXN;ARg08f%E()?gJ~^YnTiS(LiQ&e zRgf*NlKB5e5Yy? zP6oXl%!@A4`x%3nRxB-1{Nv|6a_n7BKbykQ3dP{RD+Va}gUCcE$_SkcLXPre!g< z27$m*+Spti8E~)aujxLOJ@pkMn2k^$@%y0MQ>jqSd=wEq1J^fiO27n-k^Q|K863^4 z9|0KkrP#=}rkr~R(WhO{2hSevj9N`!$|#?T0(YFGa)!kvVdh$Ig}-}p_{;zcX)gjd zt!e7(v%+gtk7`1x$g|}qWM673ReRc*c)R+63~C8j#AY*y=Y(d{lah$$%K9`i)6M2F uYI_~J)li@CD@8OGrylrP0)7uVwBXKJMKN@R7#0hizKP%AUv9L200012WLUTW literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/codex_prompt.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/codex_prompt.png deleted file mode 100644 index b7703c89ee6f7430fde197a4b22ed083cfe7dba6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 49274 zcmdRVWmHvN|1BcYNJ)vbba$sp3J6GdcXtbdC?VY~rF3^AAgzazICLZ3eb;#&^?k?v z-}~i$yE+_uyZ2tb)-UFq=ff)nDGb!dsBmy_7&6k&mEqv-ZGwM3$cW&{w&^o-I5^Z| z%V*DC$vk^T{>sVT%+kgb4o><*d?M0ol_~spBQ2X0*};0x>>=84^w}YEsh@+MM!k|i zN5F34;ETh4@d6?K9!V}8AO5rk78?HZc0JnnpFb}fbiC_tYNs3=)ZS}3In`RprKXlPH z6QT{5aymIwV10A7cQ?NBGtCAc?iFEY-!B_An$F&+gA8h{HMlocVoP2F&IqHkA?1Ns zmRN=dTm{32SC$GHhFpF$v<#hSh8S@BPia(=P~rLrKd3lsevu}L5$#m-;faiNAnmkE zPS&&u62#(>bV5K@oGhTe%Tw5zx1y1=;z<62lc75hzS!b96^OnTdgm;7TW4zaer=6S z0`UXmaio~gAwo9ore*-n8f{3>FngqMtZ0``wEyvws>&9eH9kSA81`P9eD|ze1xe}e zPYU*ZsQH_pNRB;muJol`*GR&nNalU9@gmbW-=P&r$*cP5@G9HWlcNTu3g@(eFqG)y z1X3ct%w_5iXfLp1Y8=k}GLDWeWlt$MuUM_u*`J=RIpkbZU$v+0Wp)*eOb&jGJ?>fa zxEfr4E_e8VKO?3Afygk%N8w%O(~NXt`UYMkPyY2ijM!g>k2%S0K8h0}!}GL17HGZ@64Eeg>RF?R#pRwc(!cqXg)O%u)AH#qccd2^*jfMh`!E zgSHPRLJk)cNQZ@)0EfR2_>vr9po5{D^id#A`Ga3@s#%D??qe)q@xf1bpg17vz^S*x z)uZg*XD58X+QD}YM?-5CYS;%yxvVqDJB2NR=#EG+U zK0hf8w91y;Q2&f8a9=kNF}vwI8y8|raBDkV5&~m;N;!oM%BX?B6J)85u*KINL}{1= z?Wv2h^$$gm>pILA829Bh(A$D&U%^oaD@$x<4JvWP5imT8eZ(7DV09QVHIyneXf0Cx3KpI3ByB6XgW3 zckvk$Ch@&wFyqh1QVICd`=mFmclK+zk%&Qs26Zv^1on1hL~p*Kx{+LkcX`QAyI1jW9#QV~(bViRIg)3ryN(d?Xi22Y`Q|B?R zKE-3{j@6=7rFYfX`ZQKPW*#Hd7q{|4_UQ-dR2d{`Xl_%ky9vis)Gu)b^7Sa*SmHkO zzQ}Kxx%3cx2)bqMvDT*5CeJ3t<|GFK(S4%EL7ZftWYpvwj!6@}J{%Ja(-xEDN^6rM zQ$bVv0flc$E5)l4s~oGct0^lieZq;oeZ>7&->O#8R?hk|T7fa^mTNY^!~4v)DK=QetuL`T{!#t;*+fEiITiJv~arg@)bsjSs{LDt&VNkv}cX_ z7U~wu7SoB*3DwpamjQ-K1ad_D<14O9E*h>Ht{bigDNS4>R;>_a$l-U{(dklGS?ian zpLX(xM(0X>wXPnhM#~nMy<+^b{&`v8vB0eWWx7_nU%HGg71RQX(OA-mdGg+itL0J4 zj+e04^5yhp$7RuR>d77v7PBf?c;Zen3J8sa8m zR?bq+R>MHCui|cPVT0Vo!jaH<%>AX)?2bojz8G3gJcLES zFij|ZLLlAY^4G70v}K>K7m5VVi7tsWiR)+)_)hq{`g}`;+x;#ju6RvK(3n|2H{7P} zdQRx}ESdL)XSwi}aK;b$4a?)V$CDXq84@GQ8DuSKEo$Db-Z{-T&0#H9zAL_;d<%U@ zFSai8FL|y$UQJz<9B-fYo+Dk_pR^5qHz_BK2tR=9eKUS<9bP6NIzTlb^6ksFLE^d{ z4h~}bwF^iTh!odRr?0U3k)imPY=d+*nm_Fqf9{v>Z|xU=16M@pMMWPiN0mw``rK18 z{slCW=Og}$v#;O2KJDS^@d-cq$Q+5+tJzcXu?eRPe1R z`5GB6m2^vn9pUS1eX4zG+}D@KA(t!{Nn;pe6q^#$%JD4Ob?}3U|U9>>)<=Zw7i{I~)kMOS%ffTyGq2^XCATHn=(ADGTt(BbX4Pg( zoUt5&7l+p_w+&1s#m&Xy0m)gf$o1BmZF(ym4YSHci2L=@pwT&RkaI<%D>jgRIFxGJ zx$YLMvJXVA^{pNpU8*IO(rFzq&GX(R#&5(I#|sy^sFmn*H>b2Vx?xn)c*>7xwbVSY zmYTdMvDQ%3$!xvdLM*~qC7!bnhyGN}(kw4ESV3wdOF_#+3l6U1ZLlf4z`mi{>%FC% z`K0?|K5VKxQLb2)LAEuaQkM13zBip1JrRt&&+Hz~g|@n`yDixs zkesHkyL0ZgHY9r6AKo@1B_VZVnv$srK|EfcHTCV47$F_>8SX8%_C`nUMV3qIiS+p$ zx>hgHUs!f??wCi6*k)uB9+41xRBUu_$aM_#sR#RiyQ#RUIoLM#_qv|qCFK>llsq@v zvfUIMcSo9=Y1vCgPW3pZIOMhjNM+mvD^bOv%`!8wk2phk5`m%>;pmiEd z)oMmUX)O#FCGJDGlp_RZW6en9{MbXXOfhv)6)uVWz0ePjpSf)hue;1@uJtc(3y@+8 z{g3Y8W0sNGRbGm9g7DSIR71v0ULKAC+#|!m-@}2s5AN=Pzi=Uza0vh0!@<#jD;(VY zn0IhU;EDtOy~=|B^Y-3m*8RWtKClnPRi4SnfUAnJlc}klvxU8jBmI*=I5>D=%hwt% z8uBj%jO}e%3{C8fOj$f^9biS^gggYmt*xnxA-RXGjh(ZAhcM+oUkHGE*ke{o@_#;Y zu@4}k@8aNp!ju*+E)D{$tnTjaEbg2v z_D<%k?EL)vtZW>t930Hx3ub3eI~PL_W;h#Rs78G<5`OmWaF8tpw|M!Cb zG^z2QCb{_d|GUZmdh=f;VM7p5bg~4k8N%jJgk6aBe?0sBy$~yGg8ys6|6R?0o`U5R zK^0>CyEQ~mz2wrr!oi8b$vhW-?Q!oH6e-E%#R>0%1hzN=_6Jn>PFkf(O7e1Y8HA_i z_xeJgqflNb#xW5+LXe5!lpcQnCMH%E3rjqZZtZ+WTVokIw>u-u3FWM6S{G6*@MeVS ztERsmcct-KPj|nK4TKL6BgaBU02hO=6#E(2lb)#v2|i=0X(cXk`1PNVj`=dTXK3?8DwdIW2-=K%upvXO=rYrsvU|20+H zyTTh`JV?;t)%@M)PxY>AQS0+I2Cp3;f_`<5JwkO$#ggC5#eDVpW(8?5hL zJZ7Jkeoqs{^Eb`gtA0hLD4UfkGml;VP8M4>`KuMZ=(kXxUD&&@)G`seKlLTO!XiJr z4*PNqtxp|+a#NHjJtq1)8!s)8k7aLN<)ufTdTl0VeisnR;QigrS@Ad5+rhLAMG{`K z0i0To|4g6@K>!vc=iqu>^e)-&YG(fQ>)AYXHx%-F&S;(@cv0jwohtsiZEQrDv8|n= zIh#M|CCd~!@4!4gSylAE90fzB&5QI|q1yaL6*)M0w;v*!yZlj*rDeYp?V|2dO~Wv_ zdd_Qm)%i7R{X(G2s66jUJo}VMY+g6MHk0qgfc{6$&Z}1+SpQk2a32Ieu$;6)J~1*h zo7PN3`>FHSG(-IBX}*(^(}}nJ9SYO)+!Vq|CF^Ii&Wc)=dGVLi-bX{c>w9@`k&o^D zuVxzFid;>NtSK~}OlXf{@Xkgl`fA$Nj9)TskNEC7Z+4O0Iy9cmd5`YY&1cYL`W#lD zPFtVFlj#2*vLp?>`>dnX+P44Aw!ZUy^AyYcYEV-FeSQ+9@ZI&%CPa=^{_f2Gj+cX2 zv{ChK^xG2BLThVC3B$(9rK-B_c;YXxy^OuqlFcvut`5gk6i-krCeAnpm|{<7?Av@; z&YA0GIV7i5)ikL~8rD)a-`s!rZPNd=Dl@`S)bICZ4HrTn^*dj5S&diEA6M5GCUN|V zog7m2Qc>vOYxLw#3LB+KrpLfu!bnpLS?|np1!Elv!$?^DsYc%h9l)G52i;64}d1 zeShDj$C+TY4D z`T$=e%S*5o>EGE87emnVJsGcN;~_3L;-+kRCjjHS^+V7s{LaL;Or zYUipP97A;cLtS@hyq?!)UbD0JlxZT#{Q@HMH1<2ci z=c53_5Lor8&e}MuNStJe-S;Nr_07{VH_wvIenO$76OXIp4cuI2e(;V69fb$nQ%C%S zJ;Xh!bJ4Usc{=Mn(rj4#3(nm*QutJwbCB)XM6*`~iHJI>{ckg?`>dVDFhl7bVZii9 z5A}l!2^D#6)!WNy>#{uR1Pw~zt6x={LAVOvunY0^eGZQESbgbXz2wK>SIJWdZ?n40 zz7?Si;wrb~d86;xjn_L(!3$2*`qdfKUB4&9?Q03fY`nUjC;Fg^+GaVs-Pg$9W(zwE zj;LKi&m{WA<@AQVI)Sc>l9vC?$yMov(dN;~r2byhX@Tesz5iLAZl_;SNv$lC<*F{& z2b;!ZR~lLl9S@vSTF&MK?^^0ukC5*;e(mlCDmpq=6%zN+u&Gtan<3P=K1hLlR?2~Z zbsJ3*^82$jjFHcYcfoWdoIP^XyxVnelQYloG^}yS5-7R?8+mAZa=cP%`s{<`)&AXRgrq7a)uyCp zNq-heMV6)R8_eH6gHRN!oVTx)5~PEPk!{fF4>!QVg&&A+65BVk^Q&};`gkbjQ3dsd zs3`DLqj{QYh=9{4Ulm1j4rOH74aV1^vu!@;(T%6Rm7JA-ydLDjOD59)r*2PV4bj>! z1EhHZmArlVRX8IJDG6EY!M3%$eZrFi`mRM6h*!cv#|GHp*MA*rB-Tc4)I)#ANCAdW zj6Z%2F-#13vxAcG;{KoSNGY%+8l~DLEB-uaH^4@w5Y|AT^8f4MsDM8{L;gv}^T)Fg zG69c_6lSo3`KMy9AW$*sJ>u@aZu#vC^8e8zWC|#iLC(*=zP}tfD2kLRF#4|x+`tAE zdn4F9BL3ra(D8xOdHaIx@b}Upzza)|2f0MPi7@&*h7L+B39oWw$=g2_XGwvIcd^Tr zZ2pXaO#_Sp6Tjmd*`JD!kwL}6@I3!dlOrW|+e_-r)N;^6OqE5w?1!7-we{tAtElYb z6()`%7IOGHa`X98*yfaZrtM|ii0GXU%)=aQ10Sd|%C*BX=RWVd$?AV0*JL8xMkdj? zj>TIBY!s=qwoS#0#@)v46j}?Xle|Pd*@ASpX$^Ol#*I(MgPbGbuD%k@-%)cED(aU) z8FBJxVa~oWtQ}anWKYsobv@b)kEJ(^4OhEOqqcR>39dU}nquR3oJWLtTR;!wN2{AW zz)r{Hvu~=ra`s=kefqH)`fPz#^g_l9_|i%(+H zQP)F3CVAkR`@U+MC7Z^0fhc4?pDI#_qYdUU3ZQN?%rIAQp}DX}6z>k4I?b->$O)K4 z{t~d}zB?BuW&Y_3e2YOk6ConU*~jB$e%zb)zoLnUofbO;K`VMmQy+?)FC-BDSTei; z@u~=O^M0pgy6c1th^BOVuAAm>>{wKUFUetB$14PGZbEvERqytEIWn@lYnHJGMdYxi z%$M1Bg^H~2MHHssZoTmuS?1mK`sh1iyPq1z8g2f^Ib^1D#-*|J*2NW)JW2bAu8uh) zAnY<;B`!tl+S;YT!W6yUclkyUViHyV7!CU?Av+dSANbHw*z_}LAVU-N{rF+w+%SnY zf^XlTd4kQC&YYhD*F{Zx18 zA~<>FgsM48^9s9}j&_S2d9QK1)CWr5dJK^pWoh~q16Fr$weJul4uU~*AW{)hdOD`) zM-{51BoQao(72XjeJC6__mrv{c)t;o!_W7XAauy{7sKul;Knvx<~-L|x95s+H^VFo z(s@XHkAG->aA`hd-tQ>Ym#B#J zyP8mV8hO%ze`gwRDb_$E@)#^s8(CjX)Nh?7-L4{h@?w+LozThy-IRo^M{!?NvP(M4 z5Er8JsX7M)Bcj>^uwZ^Sh=EQZD_X-Nn9YiH;_(?ZT4{8sx7Vi+H2s!xUY=On(KSEA zbK^0;5UA`S3ZE~$)wHmw8CUaFt8#N7&MBmZTKbxnTbuXkCr&zptl+L+CYN5r z=JsO5e{JBfT&H1z9-j+h{E?rA5otHxD|P2R(})_gVz%lp-w;Pj#Xc1gIl&d<=4R4DMyc^K=3 zGICPQclUDz0WdnL(A>f8+0GR zL3w0}=4ij`WwLbvVB{F>~FtZQYw`99VMF@(iwwzN`?=RxRg38tcg7aOt30wJ$B9=P>2MdQUmt zqjzvmqS#d^NvsDg&T^Nk8E(WBoom@JFFgD936GrDNB%Ww&JiK!rH>PaOgWO`KSHtH zadS-*b$QZ#4*U9g==%eQOqg_@duTO{WfKY}o*DGz)22LC=TPo#J{nHtWl_?w2t(iv zl!>qRwDGD`lF%+$C+Ha0FRnjfZTeMNy;D15c2A>*ZCsPNY_{s-O^LlPqwm6fvTw3M zZm`_8;R9kDxB1)DcDtu<+locwsgW&T;#}Q3ZZT&pEgo0XX4c-(QQDp2n?R}Qv;dZS z$nF$$my?lZdN|$gEpoRV2n_mtvxUV$-1c1%0o7mizIsi|)6f0RhrvJW<4!cCSVL^v zZcaVtmY7woiO86*-@dV{hInd>fKb^5q=DwGA3``e>Su>sd!iybgZMQK>_a0ey9@0n z@*%a^muVK&_y?u)?or(M*`xDD#hf^NT|0UP6gY^c@{mhT3bRqd#jna_3`P|=;oYk9 z174n7p;>#mq=Y|o7GJw^_ibm~+#9bjz`-i#dGq7dxN1=A9h;LVEXKX4dKnJ+s7&xH zOs;U2_#15rG$o-==ErB8C&liVXMDxA^so%Cy$N|?#Lb^KHPZuK1oBOEtGp}BV{|`< zfvk&4r`H*gA**R|v$)pxC(|b6eI@qiYtqt@LW3{00b)e5_e$*EI)45v3a^#Apmclt z{io!a)}lo_uN^wm1-+$S#A|hR<7ovy>t{u^X9OV%TVY(VNhCqgI>5`TTOxDi#y#z} zR+m@rEhyZ4cX$Od)n^ywH($bdR_?}T=f&?!y)m;Q=@W3t;kHphwoWdh{}*yOxEElj z4WY>G4N<}#`5h{=QNqG-(po5#3Vz7q`QLCf5Ef(y3eu+F{~M388B&25wsZH+S4>{R<@ZELym+H@)kAFm^hX5~ia$7* z8w8I?Y@g&{e10<}vKpsyS`;Y#xAK>tk;^}MX6%f50rcXCqk?)#;Y&#r02}Yp9vp{r z4ktlp((#{c{ziphm(?4sQ+w>6z^`iQ7443FD#e4CVt^c>;Nd+Is^5zN5I+QXCW~Er zeC~n9SbyR1+b;t&6@9dsLf8=4vHm@WYs zCGVgA`LG=!upLC-vCLNf<5p74!POB)s9Rs3*sIIT{>{?h1KhF8d3N-b@8d&Yapz^r zedhN6dOM7@@6I&0ybLC2ia+9uK9(;mD`WI{j=34ws8gmD~);L>2R6@smY3Dc;wX&Y{@9L4> zbDFrz+n&hp#ev`qJo@jFFWUQzZ*U-PZXr>-wgt~O{|p!o;nG$nESNvaLF=CTpDx0D zEGNE`s|I; z%iY>f6+zWOxR=9rQlGpYL_9%w{_&vTt`P(O+0=COL`JsHsotb%-wp`6c3ruZ{K&x} zw=jRiiwC)Hd65$-l0xdU-*J7pspy{q1E>NXab^j%-JX<?a z!{*|^`cB}zQ={IvRao>cS3Ibk{RF_6`If%Veq^j?`iqcwu0+dkmo@#|xp<|n&bkYO zN;iq;&m}KGI58Kt)XQ+RS&*r4wb$k^wN4iq?@7q&1C~~y?Q*=V5fTVXQ(=hUCM@os zIrIZbS3V57AJq^R`2s?7na?U?gW~OBV%u@EBr$*Z7d6uOY>UWO6$sM)mgPs;j(#U~x3{^X z0Lp_X`W?oyR}KPzYtuRNN~aMFxwn3ts3erERyD zHkL#V|6rgdvGRusu5JGNZ^?4O4iTlj0jW|t&x}pgbd7sLwR$!zLvH~{1wY~j3`1D9 zu?N}vW*{2NH++J{16Xc(({^`u=Y&5^Ew=!}BRGe+RA3n1sL;`1?4F~_5V&rFU|z<) z`9Sh=tUx4QP17{~xMk0m6$T-0!cb?oI>AXi$F_NpQF+Qw2&3DaPMMDg!Y@i*wQQF* z9U@$<(26F*Fzj&KVWG>NB;$`VWLH0XorwFnGvU9a`JPTSkT9VPI?dSD?FiQ00DmB> zH_f#i&S@s6*7EI0*X73xBHWQ%7;MR0HOO(1(YmT+_@GfrhB5T9kkC2|@1{w$sl1-e zAgTCl@QwmyIX`kO-F?odteM+*V>LtZ#s%ODE9_id=$ub|xdxc3asiG)IoSmA!UAHu zdWy-GPE^K~%hjqT4fzAMUn+!6i#0Em@~?nlb`_D6}M3GF&G#o%K`6dOjRz_B1-0 z?rOptQ*;;uEVSR)2ArRvj8K5ib3whfOQxV&)4Ods5x)An7h@wjEo^2=PU^<{B|Ygv zB|S$VIE=*z-Sb%&^j$Uqslc%7w*oQ`$9_GMRl;XIUoJ}hi<%`eBuX6I+V<~VuK+}1 zV5A99EqRfC$2rvAw?P;p#x{$dU_I>Sbz;u|aNuVb*09%#OQl4+Q(fIY6j6=D3d7W6 zordg>TtNydr+?l_5YsUFQEL?hyaR{lYCIgnbb&o^|6u6NT}L3B>TRACH?#=B&ah*; zKCNpT62jJB)ulUG>6ALxZi7OhUZnSv;22(#IH*pB_sJ0w@W$=|WXyfqu4xC72tXqk zEOU%9Zk3Au3LVbaU`Ii4r`orU-AKZETvdGt|N0rGaNHjD^CTLItry>npWIN`DYDRp zFKf?VsyX%WySIwB%==xL8s?Ikv}1*5_-6W^_GJQ#Xw%bmQ#a?u2*4IwO%(Po)icvM zD2?F7N{0`C)umG$$?K8%PZR)SvAN%cxfhlOUk4yHR@;hh{13Fo0T1w{Y33Nqnq!W( zkye}Lq-QS(XF=EE+yDZ=IIGM==LuuYBMV(@&smLgNOJ77h`oRbVFp^`N#@wnS1Y!3JIL(}ovjpAiy7ksUN`kmdc$eJSecVP z;8VT<(#o#oH1aJNEDx;C+hFXLRGTD z*YjBX>csV3(~yRhL$gMuA)asZyglgYGw z-d>})^>QmY`wLPI#rg4rcO~eL{W@lHzy6Htx^IvZ>c`epTlAfUHOB1W= z8OGY`@#%GY#EGWv9=)v|2qCK06r!EU?o-U3AiW5e%5KYjGWd@Ai)h?4EF#X&rL3Av zameVndU8w^&ujH$iKiE}AgZF;Lm`cBT&em(EOC~;#!MRo%N1BJPQvuBjY!eP4>b4b z>QhGJ$c>vk%srULEQ^m5kE}$CpV$8wynKeJL1BuGki_-r#%Z4X?E@mh8-DnB!4j<1tdvOuR=s<6 zdag4RdeZ6RA9T83Xwtl(FvaWW?B{An`;m`fcaHzyn^*}>aDeMGWZa1$Lrz2U%5rjc zqE#zn$IUN^g7r~6372C-p`{5Q`m!j)F$ry5@s#a0i3cOcZEe~WwNYN~N@T#LCRFQs z^+%XSD#++pwMMk51@V*HP9nu2rquChCC~*CohHiiKgy8kF(jIF^+jmTHy@kkt7DkS$(ikwsa>bXzm7TDSM!g-a?Y5ghKaJUaFift6$dT1p>_sxAP}rNU-2R}%L`W9XN#kUFPOR(mAK&#%>ORZ- zl;+YMK$s1CguJV7OCFA5!`hE-IK;5lS;(>6b6D6`2H@{-Jo}GshZb1VJD=mq^uiIi zjpj4{UJ8`yvU^bQ#U!I+t;J zr3NO&1RM(e=S&{;_MWJCIs-@bYLArXk!16l)s{8`H}e}Q?S!`A z7VGd%|MtkuZFNu9ujViKSOauj}yGPEWBtc$L1Pe=7aA6lJB-KA}`+0)P~lio8QYQR0bPPmUu zx~!Ut^63_b$@7sABNJOKjJ3X_R?>9!wd{M|M6cjbmHeeqL^H(Ne@1iip(*z;tAA`| zZP^}kghA=J$5BrW`G^O_btKMX#Ti2P$uF2%j+OHSnn z0oB5v>{P6d%kxNHkBsHoY{x#txynmhca%1c@90tM&S%(W4x33lx)NW{`2L}04sXVy_%qY%@x|{u-nuopMG;lF`+)o2akia) zV&ogQ7L?M!&OX49yfXCuDq+Fs-UP}_OeUVZL437NQAzQD*-1mb?f7YYrJPq=m{^BH ziLa3YqJR+vzFe!;NAID2hROOgO|qnSeSOr`z^$8{VHrj|9&olDvxt0$f^nwy^|65^ z&c|XsH9JEdo^T~DWX6*e^d#&D?E@(#&(ME4skXUJc7C&&?i{l%7Vod2g)^?B*a8HD ze6e0GtNg2x?JAo}%JN_2EW4X&^+TyQ_n3T6tYR^E37Hu@c<_}6Ql529~8fLBc z%CGErA8$q`L9v{IBV|EE%R`PwVH1(!s_kHE>-kZ_4P!>9cE+yBw7XQt{_Kl?(Q@m* z%cZ+k9`WVdc};7i%>ozeF>dyk%)y+ch`tZER}&A{t*%VzZ&a9be9SG_T*8%7ulhwo zoZ1dxW~g|wGEZcz03Bn*LO10V)9WFXj2vAN-^h`D4m>@X#e$Wo?eF2TQ>%J4dd>F~ z&2=1Vte1hNd)bIEL1_7M{do@5+W5)iQ1%-5Vq#2dTPY+}?t_51fx!G=BC+(CV+3tY zxoxg_1BjsxQ)Exa#5{*ED|5wYZDO0PK`Eg*qq3c2g&M7x%$|t5GNa+|RBaG{- zb9^Qibs#R6GKTL|ngrxLw|1-3sTEJE>SKx~1ujIs`=rO|La+wokiG5cx-JLanR=TG zXnv$y4G&T@hks?1@?(KdsS0OC$GTQwibig92GKHJlS_Wgp@Mj@F8f=ps5W~^EfFz} z$DG0gF56T*+d5-TL=|SOhH-hDaqre9{WEmeGn#Z4NYB!xUmZ?oT(a8PB}d(b@?<`b zriyOr%xcM88L{=wWu@*_(|Av#Tm2+o8(pgF>&aa(vI~RwpH@v<`JMXO^(IQ^S0 zX<#@dWwCn^z7Q5g|LLjXVg*kHx--fYQNiERr94uo%;4VG~+8mNUu0(g}( zyXWO?4j1y#P!YU7ylFv5h}7Eg-Y|u>(9P(f-L)~_scpO!s)M6KpZ9& zh=P+m{aaKWCKbS|RI>X6A+brrqyjkY-~OUg$EW~#ZIR&V|BsI1LwgjN8D#!cKucvM z&Fo(9_U=hthLzWPU|7+wq@JulwZp-GB*CjMc&_du`KCOtYFNN}1n%*H#IzyG$69Mi z*Rzzoz2lUlqTp2YztThUeQ@;iV0joi8^WO@*CsTu zfJVA^u4jm0(&|i`11wEUQs_9gs6a4a$uAw)HT**}r|Uhxvm1~q4V%lNInvqWip_so zc%)u?KAJL_Ro(VP~E?TPpgHh^Hz0#Q-BCXujt2(}En81_M+F(CWmE$57 zxq_wAQrkb0VE6-)EG;?^DgAtkp2ijnLns7*^vGFn6C|P~Pl{9tYpwVM&)zt+-$Pny zCblULkTd=cFqK#qKw&?TRhR?#lK=_83HUQNge8PoD!)-$0*YfmB58?SAbdjzp-mB~ z1}#teC(>^~90C5pJ*8SLC1{J9r$Eab=+zr{_!Me}xD@H9lt0SfqnIpGJU}40uk|z? zhPg*FcnGS>jb^7*DHx;p#kDL7zvMIMUx_pn{&)#s7Rk9*gq*hP%gHu{xL^s1 z`7i3}#VauN9THN(%Qy#np4>iK=6kvpKs?Bzzs&h(+XEFTXsaf}fF=&)zB@3@o@tn- zj;>_W3;8;6=jBYBfA_dSJ@!U_N_7bNdyrmFH6y;nx|}COOTg0! z;!3QmS%o1?7pb_sXF%fsam$&2$wt(4UB`=&pEwV)d+s!1^Of2KYWVio%7mx-f|zDN zLgVrbF!7p%P3rFjGfZuVF2Ujq?w%EuHWtnfXYw>oMg7qy0{)j8UbiY&vrlJsb}opb za(FN_9T2OB_JXA#!QXc2ctEgnmw^2-Xm2TuHDk|NkT++Eblxo0_OOSwsU1`J_ex%dAHhpJFQl)zx7&pMM;8hoKuXE>!-98@kT&>dfNqc#=Jt^FIE>$(EGi!! zOotZRByd;0n+yMSnox#(8|h7zimD)|Gdi)jPnR~Jl&^GDbP-}M$0TI>+E`fL2AfemeBejfeD zU}6!H!Yn4{u9EeiN8e$pEnA9Egg^DR?~?<=>){Zo_16^F0>f*Eru6g=2Y~Pn2^8vj z>pk{Yaa;{FWG>q8DaHTP%O(U0k&@2lO#B%_7Bf(c%}6{#`AfbmiUW#ke}S~-uN2J| zkZn->Ptt#m2r@b*C=`Np_L=+7qyJx~Mj#0J8VDlf?Sb9Hn&4YhJLwg@W%v9?cj}In zR4>^5oW4bJ;fEBNJPbmGNQoRqAA@wB672M6|At`@@#zC1G#p@5nVava zK1%Cf^s7Svc*&>c`Hy04B}NXi+q5S#(Gu;o2+JF!NIgxafs||%$i@2DQ!e)W?*xSp zzfoOinkN~)YxPFBf@!>uVOk~T+Mh<2{qzODnkLUz-P^8oA)=208rCzsiv?saffkbn zCL!L0$qHbyGkq4?i%h_d=}g{T`QNd^^iRHLkK3w?ipGz=ox!x4FacSEFWKFBFL9Vc z+s%&sD8N7XCR|7K98_+>S&24)kp%1PnnMo2-Q@!^Qv`;US%ULgG8eiBwjmoF!rT>L z;kVydiD>NuskLqk*HW9l=W6`sVhEW6Aok|p+i!~z*WcY<6#&kWWeDJyo1pDs_!S_k zl7k7l8Ud>hfeC^WfK%Y=dm4*g9hw#yC9l*q*D6^+0K^LiBQm%I1&k$Bnhzo{ykR9F!YTD2oZ|ml;K;zGPmmN z0U>RSP=CYXJ7Ne>twxsu<(<$R9e(gyn)C2K0y)z+oj`mM&WgNH;~HfCFm4~FbpK>| zde9kjJ7n({%T|jL>_Wq62Gn~a;jzJP$3LVB&{&(jHF^hUqEA#4rl|xvAT)16AZgOgXth$ z079D!Q%JO|3-6WEV8fIUS}8#HgroR8-h&$X7)(C*dI4J+V1q4B#?{G+bX{GsQ%W*I z7IcB6cyzM$v__{Fh=MX6fXzr;V;PL6_N@#ef;t08urz!vi)^1wa5o5l74__)O!LD> zF|g3e7Z67BFv7|C@#+ph&nuc=iG`1d8AKtwypX=zvG*TH=mi8+JhQ;yd+N?$DTii2 z9!!zIWKjh$8B6>zpcr&&jjnsffNBqO^%!hr(MoEmg{0#<;No$5`flDk8dw3ORMpHV zX&%r%QHJN>MFtTb?~Xh#G>-cgs2R^bcjAYSfFa84ic|cpPAyGPL zXcM5#!?v(VizVpX(1@QNMx6%q6Aq#;&_SNDtK;9o7>Jp%%u0=+q1ot$rFXn6b{^lC z7NFrkkCvHtG$JZ0iaEIoc&qqhJc!@O2<`z)^a%U;f$<~pdjf!VsdQMhx&uTK)V=N4 zxZs9m8OGPm_Flg5bVvo0UKNu^vQJ4!plK3a4Gz-BMf}|&4>B}RLdKhqf z*YW{I^tSaH1P)TIm@_eLCZCInc0Glt(CVsxK#=Qd8eXq^X0u6G0r}=S&4ysVp(Z{X zK`ChPm*ZzII^+#K=zi8P5BLf8LNn&xis0^Q;n9^Xp=maddIWMa_pZbcX zd3t;amBbr^m4~LLhCdOUD9|69#nEmz6m#Dw=iMGRwT|M4!fg*suL33^W|CFYB#yMy zST7oE0ue@^{SurPE1z>d7V2$X*)cr|fVfw5CsOV|wpSrNR(I9anEwP+{iaM5H{Gm$ zj^UJml1NC)N7k@on&1d_KJ23(y1AxkL3w;d38`#2HK8*VEIjslD>fNay@nmiW&0Jchms+IXgeaS zhb}?KsV~h8NJ0m~yAkOmQn-hp_(y*o zOx!pRSU#EBpn5*`c!nwR zXX1p7;{x_WB$Gvpl8QFd6TIn_uv%rTdNOwX1P)$?Jqaq9ZcDl#!^_Go%v;TtO1gR^ zg`%h;6gUIBnS#N64v%-fXHecfm2%Gw@B^HoQizps`l`ASCB*8jo*zWJ=)S>ieE;=?8_w_Ip)J+{ewRN?zgSfe=EAr>IyI9MUi0FpU5P(_-JM-J?@3V~&3qpVzC5=X z+W=&B;!_@#KbyGoW~Eda>vZ-e%pJ{fg;oV$AiG5v7iiH=mal&ro0<(_ z8fkw^5DdQ*JcxF_E#-|8PHerl7C`c|R0%aqIhIp(E@fP`0eW0yz8LTw5%m~^3iX;%864)(@eecdc_u#C;B;`mfTsdp0$VvvZfdHdxpu%UQ;xMV+d{~P7A%;;NErJySHqS`zOWUy`xfjHbTRVQL z;%7t0@YAbjD}@UU1%D#iP|TqQCn`_a^+sWz@O}`RX@0$HO@!%sTg_#V!%Dt=trRaP zS%|;su)1o9&>{J1w4Kg&PqP@0``vT>X)l&c-yi3sHNL8st(>UXAK<9-Fl&(rBGPYb zOwvDr7%EF;iA%t@Xj4TzF#B%ckSStw879y|Ck^-@sjYtZ1^=yhVq3uLGR!r>lGIfd z)3y8bBbSB$i@mRGsA}uN6$GS9q`Ra;N>aMJJEcoNx+FzfN$KwHPHB+tZUJeKhC8?C zocI2M`|WV5V0}OF1(7R)Uo_DCT^ZC6-DEWtGK>0 z#ihMjOTD?N=xPX4q}Y6nX)sWO&7Y#UgeY>lrSvv+<3|=f(}fi=F}%0tVc-5k=6zYj z(s4xdPOWc+N#iN^MU=*TzS5CvHPg0AG=amhJ<$#xRfAiVv<@fmV*uyBze~96VXp#ua#&q~@6R`OrJEXWM$S!F(E|NgJhHAIKBzA$cI|JSqrq5@s4=NG$JqW=zr z3=KNyfM?8A|7(3)ML`G6JYGt>I6t=CKEyE~eo=b5jwjCEG2Q@`Nf#>sImhQCYC)5`O8#*Xa%OkoI?n-Qw3+~ zauqpf#hwVoWY`&Y9p3?)68B>zDP9&c85Dx(t1A6{!uO}4ut9=LJzY|W(QChrz6L`S zNlTncX@T`vuZmOBy@2*+J8>jU;eB3d{R&Ut)JTx?dMPVswF|F~JJ@$eb3NgpaADeM z97@(n1#12v3X{cVQ{XRNLNVy9gW@hf7gVF9vwQbi-tGV%tF;Y7ju?$b`cnVzS5-zj z_KJ-0R}i`@>I$={1$xe}sv)MKu6Xp<6=F4@Ol)>+5WsK_EZ^c0%TIBXM%@rpL>N1n zGl|;%NdEGR{qH2j&snE#2&pvWQT@{XZ1BZ20_AgE5DPOzS>w1xwJRBRy-9iw^oIiV zhma1{-v^w>h`AIAs9L#YSH%fzV@-seo|NDGz`!=Yg|wLxgbt#1=I-a=S>7BJWSpQq zoi(dZ(%&3p!sw!;X}D#eoMG-{_=YJKvf(hLB;nXOVfSAaz-6xO^b6;P(&nQkJdJBe zwQLEl!HC_Zi!H5f=zowEC_i2SpND1QJ0TIlunM&ZYVsdja0E8d0Bft$MIM^DwWy?S zR0XQFZq}k}P;RAkBQ!~Npg%6vW`(4H-e2ok*ghru4lq1_W0XAo^i?sUXFtvPu-EMzGf2g|G}aGLCvS}fZ9F0-XiB1^Vf!da4mzioLbIz*UR?2d1$K&d z!61szco`QPVo#qPe4w|@jfVNpnu`n*EGqf3YiYSez|Mv>sIew2x7WB8l#g%7msShz z`3qU$YCKE&g?msK`02mVUjx14VHgFYp4umDjk<%Z8`W&4FIj36j~h7c(Ui^Y=Lt`3 zN^nKO3#N8wnORnPSh%8+VO&d*+Uqk+2LDNK0YU~q*-|!&qXo>a$Z1^|QlYyDdoPN< zo$Vq4&{3Vq8<(m5cmOar((ZA9`zELP_hYcxTY^r1@GtV}ASkANOoiUqd=R3zYiuvh za0y&9h4ZC(vum2mts~FJB_UGdRVo=o_?^Ss3}%(j20WHBpT)$g{=F%o$j9Q^4KcbH z-V>DCxR8gW0~vK2HNbQo{yKl-t5GxquP9?=zs;tVE-tWK0_Xbnh{EavST66Hn4R9W zVbQ020%kZ@$Hs?#0dZx5xg!7@UjTK~?&Si+*hgJ0cBnYE5ot$Ti+S z%h{MIOp~#cb)G$RguF7e{SPs-sBZcppxb+WCHC6( zEAzkTeugW&Ec?QSmn+gA-vdLb`6Ui?W50PZz8)+U_K~07*2}ZSUrS!=XfP2Z;vZk_ zx@wIcl~XO2M4ri(Y?F5+=N{~E@NT<5cOyu`h=O8Bw#BAD1kc;ZApPvtG}`o|YWHsU#td{ci*rv9365Z`$+SeDNrU2N{Rk8hc? z$lHY51%4H&*^yE3xRlhrRd-;6Vw^Nwptn~Oq%YUg$wBy+bozw?ZF2j~Q$-^7f5vp^zo-3~*uw(ViCcN`t*RTh+%9li6BhH3iC>n+{1T;iO1qIHH7V8d zBv|D9wxGK}jd~4QG!38LU3kHc25h#rXa{B&-tF31O5E`PG=aH`?Zj=n36RCGN%*-f z*;HJsRV>5$btFc|G`xJo2sOF{KDYikF!PQ`eCO#b*02p6Qj#Ew8>O^I24}!>1A+vS z0D@8e*P@H@2U7qfTFI>Q5)tuW!k^PAb?h%p4sjw;0{7Z%4nQDvoaJygiFbStO6&80 z;@3C);MBwogEYq+U|enDd;qDH`b1!4Sij^r)OOH%O)lPQ$lZV4kuW&m+qG90hEDTo z9KvQ`19x5BNVd(p%PAGxNiqMgkY4)ZG6gr?1wgI}W#0V0@|f=hpNYi1D(by!)!Y=s zRU28Pc8HA8m_oZalC566jds!OG6KY-&qr3`ykcRLhHgcG=2BPwaX`VR>fJoKEgA+X z)};x;ZFUi)yqxXdtOU^IRgnLo7#n11{|Gz{J6W_o(5MjKlnE@3m0Eor(g*>&4>{;Z zM>cpM*l4nS+jr5XEWc1^8_bYTRCyN=+wVOD=-B;2`YFId0f=mkuwkGjAX;CDns`7v zx3eB}Q#;i~=^$FA!~u~4vej-&IfMNj*vNU=?qx19hMYw#V@hjL0dSm;fvDz3lK-N`7v|?PgVf~ z;1X{2<+30!y$*b=cpbl{K-N+zd*&f6guA%GDgDXvHY7(cW zKCmgRwSepitqhS*+pW4)B2(L34Wg_YF z88QuPyU#lYt}!`&y0O*A1Fq91_m1(5P}WFNioI=EVz;e&CS2`w);%hGy0mVgXpfNK z*IaROUz*qxK7DVXiw{7;rGcnAT*qXX?QJDygr|^s(RrQ&sv|-75eSGGwH)F2x*nTp zU86By&m0yTa;J+7rA?f2>E`5uB7 z8e0?eJuHvzC?emIzgV^G5xG;cr6eMQ|7a_>aIV?ST8Mxq4D<3$M}s7S$uRT{6T=2j z{U&^$g%Ha}?N5(h5Et;!(KO)AX%E4k=8kFLI6!rihS23a3>)PBod#FSIaO6_65vOg z(ArScEWOre7)+4d6Q)@m6M|JhUF#kV(wCkWdxjUVOlxH$Z<;5uljhJ-A-@_yrvdY^!T}9w-ebd zTLi7De>FY%o9c(DZvlL_6;WD(e-N!h55o4BhVe)M8$xvITOSf2EV_Cf%iEmN5}5F> zo^zU{@Cekxuey6Q(XZ0$9N!_P?y1bPh%vmd?N)^#&1Su+_V-tEtBv}S$$*bJ(v63= zUnpt)1**xP-r5s`yZCeuh7UUL+^L77pHW@VKnJFo`itS{u}3*?W;fXg)2Jr+6-h_A zD09*l;I?|s%+CV#J6~_jS6(8FH#4)e)V=99rhM4S<-6?6@GU?j{YDRb;u|iicri&g zve3Mm-VkocT6r0#mex32`54|hft~Jrehop+9%K+Wu_2b{I5@;QpIpUG8(^wGNG3?j zUnXpUXw2Jir773NZpb7NjzI(fKRv74H&$0bGhK{OAwJ(ObqhNJ9mRcWvOADy_d8YJ z+EfJRH|lpy{dw_ZrIqSce!#q`+#D1?eN}*Z2l4$;Ao-O68SH`SXCjyWu7&sJP@I@U z@G+Nf)+{drk3hK{V}MI!n}S|frb#7SE;{w5)3P}+Y%DSnFRbP(JTr8FnI3}zHqS`) ztI7<`*CD-8+$zNISWJe_N{B2L(s0&=B_!YZW}Fb-_~YNy)P?PttN-28yQ{`gs=-hWllUl)X*JxiH_?*nCEeu1tF5<3p1$3mtjsZja|xZTkg_^bfK{N8 zNjgAa9e)ZAJGgG4psPz1HX(({39C_q|XmfxVoVor}Yj z8ZkV0lWFyG^~`nrA$oP{WAxF87OXg9#)MN_ z2D$<5W+UpIa+$(I-V>s`{^2Ng(wYNO?on0#aG5R*h9gbdQ09VSm7h) zaiO1FB04xES$_f`{Efnd83B!^#NY-GqiP~Z9=+xUHRz>Y7azKrx}-a<6m9c9(;u&C za|U-WW6rcM#Z}RDW4*;O^|vWA!&)_gY{9{miZDq^wIoT)K)}OuVZxzndiniAhivr6 znxxAn&n=jw&q`mC=@?%NBW~#$?&N5~~gU;(+xR(YL}<40$0_Pe)teJI zeVFs`o+12pkXqt2AImvpbCN5YU`p?%91icY8m1BGtT$0mYJ>dxAEu;V3r5Nb zRjiKN8nCWL4J@4{4~Ib1d`Mnnaa(FJWl=n|@Kz>it>DewHwhvZ8}US<;4xZ^VAJI? zJ!0(^DFdoe)ept`_E)KC$U#&h9XLD649VZ>HM6(teQ1S++SQiF zOG^Ee3k}>&m*~sk`J~bEw0*AfiDy_%v#p@w?;}Qa%DC=w+&s*#vDYKDG9E92pU{ug$d+B5o*6Klf0RDFEsj-j3tM%bOSllArPUXr zAn;?An-Z$KEGjM=3}09vi-;d9L@bmK?XwA^5|kV>T*QDQXRL2L9)UL@pOV$aM)9-4 zbd| zGX)J{(~FX2g=pQ@UWL^vZ}zn8Q?*NGj#&8Y)RE(p7n4Z2-ur$@#$j4|f=O$u9e(zX z7)3TN%RiLsM=%}JK$VMDY0P3Ol1g)l4qf#-n8?P| zWEN1h2z(H`HzK#Y*evi7*ou`g-ZH=@^T^W0OdF^TuF+c--FR_TB9LN>8LdQE0`4|a z;Pw|Jv}0$nM7pa^t1;s6oG=lV+Hezff;0JJ^rfw}#tZ_6nV|~mM4eK0+za78dF2Ix zJW77J3?|`6dV?Ej`PCABJINO&(D}auNAU1h2F>DwhaPU{X^>@h)NM_+=WT8Js&}`F zY6k`uh$sHgoF)vhhIwj2aZXUkm_S5zieb4x^1e#!j_Iq5U^Agr$Gf|ZR9=EEIhLCP##yPkUJ`Jljg+XplAJ5tm}BS_z+)40q$b%&u?Y7g}>!{^#@eA zqDC~%dx&8M=!AI7JW5rJN~X{GYKh-B|xawCJ zxpZdLmg*nftsmK|@Lnw;-&7fXiCDlXa9n21gpF?*Zv z>LKAbLVD|Mp58sIz<4>F=Tyi);3AFrQF929OB?)o@qW!jzzg^n+n^T}CvaGId7=bv z&6bH9WiZ%g#)V z?fxol2H_9IgS&+G9nB}_EfW0aR5EU{+h*)6w9_RyPx{@mFS-M<0&d29c*&R)@wvsd zTu|$WX7|e0)VHU$%U?eBD3`?RXsB}#)l7Ccu=HaDDoNADE5&r28f(rOUJ2v>@~-< zl@1YpTEy~PFo=K?mZx&mrF5LieTu3l&o}bwG(N{<&!JG?rg8A`EJjj4fLo%u zW+)SfoQ}JS^B5u|@n-o#=R z9^hV)N5Y4XQ~A8*?5Jyk9$@wTNbQMaaH0ittLNk4sK|vwI*j=`tHpEsXns0%=g@^`{LAf2+5)`?;RK#T>kQ&h zm+iiXzu%5W5Cm+f^@FMV1P`z{=SXN#NgbSz@O&E7!CK_Q{jWRx(4ChSC%6sMlbe^E zv|~swrr)IaZ?!B#BtSa*(5xQ_syATYtT8#iF9^|?p+XSOkFf>jV{UkuFg4y3!|i9@ zIpGjpElCwKd2|glE6wEmn*2THQWx2Mn$(A2NAY^6vet&1RQO&G`f(RsS8PseEj?(Z zSj`ETKBVmIr?>0HV<40(KAVHPO40Dyp3!Z`bF>`b_9iEC>?fnLL`AL~q$}R~^LAGI zQ;69*4SzBf!Y)42;k@L@>F~C@X0>^$vw9>VjP-+-{}*_38vjHWnevtiv=*q6nLZL< zz8AxqAlT56<@sLG!|YqQqCJG`&?2V>s0lhcnX!u&6vw<;w7&cY# zhszMrz1|*`!J5DFU}_tfraJ0n`0VR))KO;aVW2*Z4@!nthM55ScVbYa7eqG}$r!?C_ch*zX592F$~E6gLu z79dJ4KNTb)ax|?I>4SSqC|E>{;r}eQj`VuKsR>N@>qD(jrNWY$u$k; zim%%IGZF(LLeK7ek%YMRqN`?eu0JM@hQ~oMj9#4KE{|jRJP%Wk@OwJj4@dQUKTXP% zH?@{G?m{=|A8u$778<6b0gu&a{#Dz#M1d~6cW$7)&!4c<(Z@S01SObjlAk9Sw1Xo@LN@|Kd1@}N$-WEay-#1Kxs z2qaT@n>xL6twym5M6gzAhM(QPJpnS6^dMS4tAJNB%O2chkd&-HS`~poo-9fvxgFl3 zjTtuR-xkyv?yWkW8Qq6EAGo_P*JIbbl9oRyjLqdy)dbx|S z2CWgfJN+W$8Kcmi)-)eMMRl62)`y>N+|p4J*~_>z&Rlm`O%u0OCjrJt?*QUAUoGU2 z^&^f71G}ywHbSW?DGqP;FV2d)2met{(o=E$y1`k@vnvCEzAK(ZyrftdMug+jb29@8 z82(PBr5_Vj4O$Hh%%V^hIaX5y(D@BcxtqdF1hJZ#8=6i5^;tkV-*h}vGbx|UW!`A0 z;ezqWr?`)YhVGyl0`olTt=PoU2{$?LYqu;5LqI5XLK>RqR7aL8fx>Ccp%hR>?}}zx z?$WZOIhEd`lMNiAdU})FE1AK|9$CuZ9y!c9y(1v_^(l!p`elt9{rETOkLg7kes7$| z#c;M$7QjfA>9(IZoBsr#I3W8yIjjqD5^gdR^x=nXJc_wkqkVK`48woUpa+Fc%M7)a)iP=F5V~o%M@bbgRoVM8!-LE~5;7M^%p1~b zD|Nf-gJ!0u8v6MqbBKl=wL~@c%#UvbdS*_<4f=t@;A38>@sXFzVkfCshi}Ghv|SA2ms9(2r5ITx61`g>sf+VC42noXXA`! z>pA2Jy0rt==Br_W6Z zhtq)d^9_A-ZtHiM)?D|HJ*xGr_m&dL*Rz+8XNf=wN|<8SdDI0Ya9~5cMHSDSDO2e?}J5vlx6EQrcHov8>ejC<)oGNRqUZY2Fv3cF-^|JEz!AZv*h)yG>vI~ zz0%@o*A?jUeQFNuUr^bt_%M3aE;_DxnyRz;api<%f5c(4r)-~p_tKA;ieMenG;99D zo)@+Hw|2RB;a7!Frcvvj%cJk2iQdY`j|MIE6+`jkL3rp46EOSoHblGAFlsZ2C#TR3MT5`jr%y7 zhJHpx55ChpdyM}QScdP(S^h+pex3hmq4qzHrW3@%diWolxvl+Mi#fmoX~Cwnf*9|= z0)FbZK=iNhL5~>i-z@$*tAs@5hLl~zc{iztub_a`Z^~Vak-Y3J>@jYwW ztQ4WY-wZ3$ZrGEQYvEPO9i#HJ;eg;Prb&#f{$qU<{Z1B0hGbhsQh=>z{W_+)Ao67|F9=;N{bJKFga) zmzJ6n#V!&cxao!oRY536D=%0sMM^CG+!495nrP5rVD)~7ONSVNp>^$DBo;PaB@xCo zh_w0MceubibtNK+#tIZ%wE`KL5(t6sciSh7J)*s1-t@WN^#V{0^ka zTCS<%Ep+mdo8%xHnWirxmk}Nd0bB~hXAGE>P8Y~h{lOpP*ME-(dDr24k9WuE*>sE` zWc8-r5h6#2r2d%K|AcsRD3>-NrPT~zM^di-=CNe4bI0mZmH>{7f7d+I;&TVae^iFf z8+prG8A-`qjj%zr4dU5aEinia()93WF-8!RTvYAL_Rxd()5F#7&;nYN8I%x<$|y~2 zE?Z-dW!X1U!Y;{BzDuC5=H({)4RrWJWRyXsHFoqh+mH;{bfFx&a^cd71rQopUCWg8 zs`vsp8TuWHYLkCZEIj2*d(MxFt%m?>Sl|YvKgaNo9&#{^^CW*6){7 z<*K{50qXW>h?|M;g(&MJ^`X$xz(j1rMoBQ(E9gI?PnUtT+cIXll(FOr20snHZV+ak z+?~#2qSs=_+J6i}%WX=%Ai{D8{}uW9r)>x-_f~XGKY3UVDE65pREw=;UX9ur8S7f- z@4jif$0kF`+j(s&Y+wVFxbFHDJ30}q$}j3utBRF$g2H zg1f-It7S1IR#egv1kVFb0TFo$+9sBM)=q9S335skI+dLdv2e+VVY6( zJ;j$<2FA?SfmwZ3AbNB0NjWaMU|MZ8^X{~oO54b*((jd9wUBEnA2wt59y9RQs71A>i~k(v#rD{>X(vuExovZ04}GSnKq9%+EiUTe?Yefe zcziMpX!&nNf6cs!_tSOc#35%4a6A!n9j_JLUb&I8*d7*l zOKZp90Y6acxh0agfh|%Gl#`M~rjF)iarj zEsIuJsgc9E@}hZU*jW*gk<|1UUUhwa6^chb>d#u4hjE}qoP#VI(erstm(#75K&J;2 zXFbd{m*}*}FeMhzL_w5&6Y=>`Ad54iUxL@prxqBFvqF2;eIBb|b1oLz6)Nb?^Dp%B z@SXAIT?c^e|LO0qtjhH#v^FUJmo@kYUv;BW|8=#mpK;&a*7wV=+`{Wz>igGz4x(Dr zAKVZyyzsCJ?AnSyI|gz6WbGsLwjMkih;rS~6T5DTEZQ8f4~8m7&hFCPwIw^j(Y7F~ zXHz?+oy8>y8vV(mZDIB9@r!PL3hCu5fus6edXs@;y4uZG`!wfC_0LPe(sm=}5QIR# zl4wt9I~GsZSsL!Qe~GZ|sS(HyC)rFD@>_HUOo`zl)QI#m&BB^+(5*{V#u%HJqzU_Q zK@bB}3q4*VOa{->cJ%uL-@|e!SGyQt!@n%IJ_l^!#O`21S_Qpu$9r+=cN#nsa6j-F znY7!rl#d*SaOeV>?(ObVtcnV6nT&`-NEvflx+M22==O%pEoG)#k)Oj93s1M9d%WDF zNTH=0oIc6yRj&2Du&&f+ zd_5Jx7@ljjoWNOgJ4Jo@%AXfDQ^m^5OnqFi055I1OVo4FO#0lwKvg6?UQY6`SN{u^ z#M@Uz1fC3az_L|OIg-ASTOH_r&0xx|O!SVWt+sWT-W`E&%C1di#(hY0XpmIZ9Rr>f zkr|DkJl#QpcI)Ajnlm3psP08UQHM@Z5#k=50Qc#ydjIy-ULEI0{MAA6z&0P6_wJ=M z#oO99HnRq5DbmE=%1ggLuzdFB{3h_NOgcPc->ZBj8NKZ(N(TAN5`~2s`fEjAC8R~2 zm!1?-`xcyxzgJLXUEbhQyjQ%c^+_%GeKdx8jQ~C`PAS58WUPs8zI2Urz+7t+XEl3~ z|LP}`%1m-mxsI$$je`Oo<``+Mo_(K(%h_Tnt9BgZ2f5P&l%xfCB zik4v>G}I%2rjgS#Fv+P|Hj9xWiWf=x+Qbql|AqV$g6em<;+EdPwo3Xscw$YHknJ0t zZQB-ot~$Q-j6>a{0(g?mCQXW7=h~6PW-l@KAkRI8n_{P|mqRU;t+@t^wYl%yIA@eT zBLvl`SaJQ)j+?al&5GKBzXudu{Re+^XK#aC1INUj?>|*(@3?)hhIu7cP7_qR(_CqW z7wq4cZLYxyyW$ua5f!h&!1}>Jrzop}ji+d{kO2YLK5Y@C3*)pX zIqk!~qvB+lZx!W}Xk}VpO}n-85AjwfBT5I6*S<6|Ht3=VlP0&o2cSn{h-~bW_ct^) zS~es_53J)Cj}D2yewp=Zps&@uRK|S<2aWHfgU_hJzGSf?kd=F(z{LTU^IOeCg-cwv zECHcDZtG3HUb1C*jWyGo(VcR{+>u0xsxFyBB}Q^Sa1QDP;n-Xt0~P{DOuU%L&96}d zdib}pf;USIXT_h@!}lv3NxIj^$9gA@Ca}B0#p&fR*w5IN$G1wA9E7klRpfT@q2whw z+G^V0xOMBh?3u+4#q``MF>oS^UYFhokMe;u)Pk@D-%ATfM@WJU$&m zLI?sth{WbQ&NWkG5B!a7?j}Dul8+yEES8f6cQ?2mX+wO@ujeVP!{aNnZ6h}KK=|V5 zk&*R~sY$`@CH)Hb)RdGj#@2_f7@BZC>`2rfpN6!9F_c-Ynf16(7=W` zuMTH%oR&OkJGB6JqvP@nb*Wxv6Q>SZu3{{T^im4@(uBS?2Scdg&O*)OTzJhgs$D3Y zu^RqdE<++#k&kNxoNbjcG^ao5LZci{0V@3!|BH1iHe?}t?{qc&1z|sB0lLG1cXakZ zLD0rgUB%Ys*nC{P9o_kD;Ac0hRn4V-uDWdiT2Gjn-E3o>_QZ+(vn|(Glf91jOz|{+ zt5!A-za-ubGF?`o=G$zh*9v|$;U4DE&Md;TNA5xVvtWo)|9i0h`{)YvCNxJiV)0>o zUd^%>E(bn|(}+Q_rbFq%1Tv@+mE&J(*Qz8JgWW;8skiF>=>6}w`=$C8^PSKZmjs+B zOZpbUwDtuAn(_vBqD5Hj-5~5^d>pF=gp_ujkCY2wSAf&C#bD28O*)LJh;nYv%ho& zC@2XAEKmRgyvAB{80M3lj39c`bFvwzD;Wny&iHlxxUXu*PB&w3il1kCw4d_AWw#h} zv#%U0xKCJVR72^^nk6+Rj0lhP^T(7-vuT`Hc)-W`HI;46`p7nY-LIH1*Pr&NO$H2H zNpICd9%bSO>i5iFf{eOUK51Wi7T>N1R66stX~%7PY|fF((prvi!bvY$3D6APzU`?E zZ9nMemlpQbJ3mur#A%Q4>#akEQ!rI8#E98%ee@y;t;{cl5mV~GU)=Sf_fdrKIlNaj zK7Xtzhgf@^*58%(s+hEWJ!vj$59hubV!P9ePaCX`3^e~$gL1fZQi@zDKUm+=Nn<6h zSD7QziEBtCQuI>&!L*5|kx5~>bzE2m$uUfow z+Ok=TtObE{`I=s-{7Z89U0qqbc5NnVy1Kizo_$IBZvJnk@*O|VWv}SEd3}Fn@#WTU zdDG_E&#Y$RJJ;ql?J1}uu6Q5#u}pxv^WbPUBD<-MO;B5D6W5X>O?#W<=YjL6&G0Lz z(g+_7t|}Ds=DysfX1bid+!s-GsKij=eP-Bc3F_KwYt}ag2)ffFoOut-J!8I`L2I}4 z)}bP+{(iG>F;9PASO$Cic3vp!%p*wXn>0-4KjV@BE(0gs4XYRM6>kSUG+zw7NX@yY zvKfPQu6(8sPk_=VhX2LQC3I6Us#SiGWA5YTnH&D^YKg}k_e0ZGLmN9~>(nmlnpMSb z6iCxif$$8kYf$P?n8O8{rlqtac8k&Kmi`$Y(;+F6VeQ)q5jLJxbLSQjmL0#9@6*41 zc_-M<>hZcr;)RSc4KyX-uu>IJS^QpALSv53#p~HXlo1)#J(n7#LoQl7#8$TA zdZyyrMd)&y^3zWI=KztNqrNAX6rY8}-aiAVSOh4>ILP#1zjR>F2?yeg`@&m}`@lGz zERIJ~C53rG+q~8E^VH$_JfF}|c*Ko2K=uc4GjF#(c?~D!GG)Nkv(l##d;}f&=y;H5 zf};eRg-0NTP78(UUs-Okr)bea*$+C9Eg&A%%LNtE&I_%7>ZpD2GR@tO4 z{>j!3AB89cn=mMqJ`k!#IhZs79A6XLj(iMVQa7$kE(?+mTAmOpOtt?_(VNN&IkQ_> zqZc^nV~6ga4wqjv*ory7IEi>AmE}+V1$JE1pNuAyd`?gZOI1)&RS_N9ILsf@AI_3o zG6oBS7al(s0XrO}L^BIoT6KzM23?4qI+QA@Wi`<`wSL|+-RX$`s_pKl&cWT$^6qbb z&q3dr5>6*G$Q&0lpvGkw99D{x)QY_af=*5OA_vZL&qxHy;cb~yZmzfq*Zue=ZYFdk ziyb*yeapl7!?h67(D_297la=KxyO5y;xa{tTa(V6_opEF(?4MaK*Dn92A0%`Y;r9T zQw4lhL(Paw0;Kg*(&n^sjfTl3>XUb=jZ)@VZ2_ZJ*qOc7k%smR9WcM&({?Y2e6D9} zBMLO4S8)0vJRzx%m2NJ-gh3tkSXs%J?cZ4gnrEDVPFln4+uHZ{Pft_tgl~}%`vTt- zT~GydRQgp$3Z=8~;VM2(1x(0G!(jS}8p??nTBWhW_CMb`MDKObr-_PrA^wavFWh*` zQdu8MFNJ=jc*FZekNy~+&}(FjUuPUI@bnA#hz9yLMfl{U>!^t-wxfnk^nqqGVskV4 z%-HCqshJ;s&*l&O%PidkcU{ELHkr zXT5j67WotB^y}fbl~ls*69_|n#?(eSyQ#t7tamr>fc%up)e{ux>F2`kab2}SgY(8= zjDxdp2^OJ_IZh2lq(0Xl*yx7FX&{jdhAHDXN;u!$!${%puE7-=OnrsEY!QeSjwS2I z@}q@wmWa)9vRy|oKMwXYF7kUlWbuh)(+pq+j1Py)nLd{-Q5!XxZ;3v$W{{vi-vcNP zQ~ES4E9w3tJ=eJbc{DsFG+TJbRP4vr4IosRkOL7DNuwgPSea08G6Tra7CP(_7 zQP{Ys%j=r`mSZr)8rK>*AO!tKbqh807eVrhJhBQ4rwNW|Y(b^Gu7R#>ETm)l9i4+3 z?{xQ=uaKdB8hrZai2(4^TBU!vT;G7q%1OiK9wj5Z*|oYOAGAf=0^*FS+^*AZyw3oH zrXRcXLg2*jteSm~#xYoe(CK>Rs;z$5QYCFc2BAm+=Tv}J6IZ{LoMFU}8#vaIfta|I z5=VR$9<%z=Pm~lRQ4J<#hfXAqqs2DcgwsJw_6C@ zoY}+o0=jQ!>0Cw`CbFVwxmK#iILcM8SI9Zum(8}6^q5QH6H{5$_wduVuNy@Ye6Ozi z6#m&R=nhopdPjZlBS;9e;y8PAf} zzaw*&!6ytg%#~ht75Fh|OT^tZcduE3`|-E=JNm)K)Lu4sm8HyZd7ix-%x^&L-l`$} z)00C(;ArX-&8G`LTC`aI>|e$!^-O~NxNu5QZqy{_ZAR=r9vYIY3JyrF^zz5coqYtN ziWGRgeH8vau$Aa*=qTgDgb0&qm6}a@z2Dp>oHNx~nPc<5N*E9|#cCTY{PC79KlUEo z7qeNZEf@|x=al2=V;WpzmMlodSD{~6ko%D(4E|of zYSj23-XS@#t<)!qd&N?Hnq9E9$TP{^Tpzpx@^Hy~7NpzD?e@t17Pvox!3=j}siyq* z2VXk&qdFoqY)T((2eBz32mJdi`hmB9|J7?F`tO?<$fKn_ust~zW5K~7fAuAN&bPEL zcEjTT{?0HtbYYHprAD>f|3Ae4n`_ZA6?f78bl1)W8R(G=>?98(Xg((a-=ERqpH`#L84t4SSKkR0;!$@IsMoz9a{={LjXJE@}(!e|Ff ztmxG|W@D*YhkSgAyeD9v)Wo{&4>X}vw8Q1f{^SAYe879pfUd+{=`k!|1(U z8wfz-LRJbaH~3SP!13;W9ZjOGJ`v&Z{M}PE#CFw`C>GoDdVTapH4kajavhGEL2Gt`*@gP+QInfSuvw0kYc1O z$yq$o9CNbkg`_aPl@*}%aE2o_-VxTWxz;|{Dy^Y?q{kCyJeFVV$; z7qfkF36R}Pp-&(jK*1gRDfV>M_hEJfq<>E@0g(W6y;ew<1SH@dfV2nf_TZ37kPLb% z8#%m(ZG%VC^UuE5pHZkzz(uLy-Uy*cg4`6_dSt@thu}-Q*xBJ~cW>MsOnU6|z3CzyXcX>~K1VlkCEgkz@S?k{| z%yK@RF+V9+DKb5FB(UZNm>;>1dU8Tsb(Zy4wP@lAx{gwXPmn78h<}GQiq>>s*r^4j zyUcZ}811}FplESU&3x4NJb9HJl3BIx-BJSrJzm-HcW-)cyAxxXXr_Asx1RlxOMP=3 zD?dA@m}$6<<}&y%earc-@8d4)ED}>g1_;M8A-~&TJO;*YF{U4KU-4APB^O@stwF&a zw|Q;0Havn^oc0j&(GEaJX>f7RM?Ge$2OEg?J&)O3R<3)wus0Q#FLg);hCaRw?@s}e zua^EoCS6)7M?|zWHmo;db6W3UeLZIS?6=UkCEC_jfkm=m9u%6%ef&ob`qro*Os*G~ zg3JH*q0o6~uG5lMnQ^=^tp>&r53d~48fRTn}O)!7> zS{H?^FTKY->Mnl{7X5nn)w>n0gjg2ulw!ZtzU^SB{^zJUpD|zS8Z0x-HCsP!oJGNLguQqXeVbte zN~uY7!Y{HL3jUkv&(;Yk#upa!0%bQ&A*)A@3C+V1^+5L1)MD;M@o;!deAOUvL;Tcq z5^fH0{W)mkHfM1F3$2ekd)a;59B=rmpQr)f9CB5|Q zRIv(AI2|__=F^V|ZwAjnGNiXsAPl(|JlD3Ybc=6G&@l}+v>y)a3)8}6M|+p*B8|F5GM}yif3s2wQz!|_rGu2>gUPjn+ePDPPP>=_4xR5SrA^=}oQ*#%^ZoTw zN$V@qrG&^_0!;BhdtqR+yI;SR9a(0QaZvrqN5v6#EGDB6H%#Fjp+tmg(oE7}!j)7{ z+-mIbBQnIqtV}_-c3g1*$k5x2#lsf(0LL*`4jgp(22hI4gAt3H{t+=tx!0rd+h<5 z#ML6!^=wN9zYt$Muvu5*k`0FJ1qtNJkev@Q@afP@^Wi<@c&CG^RF++8Og9^*NN9<*DKPro`ffPe6aT3>N8R0>teU_ zRBZ9bD14;0Mn3(4j4Qeqy!{g&d0mTG{fUJ@e5VlUi62~iCWY;w;ed1fV98{WLJ6Mu ziZ|0xDo>!i(Lk8?{7LhrPW1MVGh}t`%W6;zC!2HkW9>6Y$S;AU0=KC#+{D@4KPBKA zE_7u4pT5pADysJX`YIjLDP026(k(414T9v*NQ2DKDcz~042X31&@dnf2+}DnAPhC6 z$aChtfB*aC!zvPp!xN~iz`8qp%M@G$Kpz=df%6bD#N{g$YR7FoFK6yiLT7xM6&eD67D@u&*35sbZY3TjcJ-&(3 zAqgBOw!~M|Z+Yc9gETuT2zJxrt^F(?6j7`sOSKRpM5qpVEyPcNgQn&-{^)q;Hwut@ z)LxqiIlP4JN-M?SZfApHwIP!CRYu^pso@Fx0aIIuH5HS-kIl)RrTi*6>FeTNl736> zVJ4FN`od6o9Iot#FCLI8qc_O)S43*&G{))lsL$9T$?Mzvl(N6lI&MJ^(c>`8pp~0C z+l1?tLGJu!g)*TZ+6A+hfAAj4&C<4Fq0J>#W@izOcC&u@+iPh2>^Lg!A+1dh)1w@# zDR|uXH05rR2e224wd>;Z)9C7slxic}WncI{ValG3qJOGoCY)@HxgaFA4c$Fwfr+em z{}|tb@?Yw%sF;0dJXp?ndX%7NUVPY2ke~^(%zdJcPu54jw;5eDulF#K41D~egI4Ro z^VKn1!tJG?EaJk1D?-`$kG!#$39_(~wRjNxSH~){8Z31xK~QazR`=OV#&?n<2qa}H zrTQU_vP+O6fq1hjZV~*hqznP9GI`_n-M{KYBI<2kxQkKUhpNQiM~+x%k+2VwQC~a6 zo8(v%d!^5?w=DXYkFUACg-e1DyHk?@NqLmo*D(?x<%6idj=6;q@d*p zGVX=3K&V7mIY!8j>fQP<;07o?!CJX_R|r4MY@A z3fxHc-1!{w_Xx2=)}ReC{v~C7cFu440`fT#{3-6dG-D>T8;O<9K>s}}LQPR!-T@<+ zzZUx)B1aU}#cNSS#Q**=%hw)4iNL`=j<`VU#Ainxvr@mj?xaWJ&JCZR9Yd_+Nx2+P z_JDNT{UZHy$(oNFZ@XzAtt2-TolJj-?&gu>L_4c)mnr_jO$WbUufSi@*d{&Wn;L2w zSMPWae+nhJXEde;34BgqfM;}P4<$T*0}X;d59$G-pvcj%;;w*$%fMMtX6|?lc{6b< z?Z-&zLF<(KAUJ5Bz$gdlts}|jsJ#AUvQ^t5#Vr9r)U8U0MUWs&5*>wOF&Q4MosKor zEs`&_#`I)n2-yK=`#`S44-an=abP-aN#GM#kxAX%Vqs>n?wsQIJ&IS++udXc=H{xZ zXX0O~c*yP&m5i1Y-jh!V$x0q_FdNvn%bST`)*2e^15}4a51; zjqlJkjl>UO8IJpm=z4c=WQeP45J@*u`oQ4s=;NvH%X|$q zf2184Uq_5r!SN=4;ZIEeyprBo@xeC`@8>SjulC_zUdfHx|N5{iuOg*~R$#QK6o@Nt zvh9nLRvn1IVL334nm8Yt{yXz2e4UD4~CG%wah zZ&NU`mUchG2c=Y=5ZC@NV|Xlm;BUWtE4Zhcv~;DB^{>>Hj2#~yg5my-`kd?Y6`cs- zVpwN_GB-ax`+b*CS@CW1*W3RoZZR(+AK1dOaoe6b9c^m7@7OiTVgNoB<3Cd93{|N9 zRE5W`?aV)#?@M$$8sI>~O7}wh|K}C9WyLNX_G^g9R87swfrFcd+Z5;{7r!Z$<{TOc zS&>yQlSGBR!=Og(`iF5Ys&rJc<4h0mc-%C>Ya-C`mP6*-yL=!@+bn5BeBd2!j&1#z zYv9EVcZ-jvu9Pn}+P1xK(Y)1A z?`87~mx31tS=39svzP5MdRJuSF1HkFB2m7p4V$YQtXYveZJ)alU*w~*y;G!fZwYiJ z@0)pZ$-{bM*z=7q%v#n7J+%jguHG5)e~f&`oh8F&N?AX;Bo9OOfH|xP4Sn))rUUsXBm24)`Z5FsA^BouoUR;MbpZ<;fQX! zj9)fc0F~K!W&^#hEo&Fw*PwgL)DCRtGtykQwj0@Y8zjn9ho`md65AVub9q!;q@P4( z&e=+q?XqwszV(jP&sC?Jh^lpW%G@MO8C&eMxPLlvU7I+o&!_XyR*X2_*XACyYcHvK z0L1e?D+P;x*6gmeqkF!A&VZ0mjV(?5t#p7+%}%=TN&PP>qc=uuUTNs=!h8|67mAS= zv&HPZXsY3fVn@NK+qZjMS_QfVKxhb5@frM3QYGTXi@Q*|C69z$g{E)CBOe?>`HSpJ z6rit_NF7cm0wEe50dqS57+aa!XuyDtU}71TqwHJG7w@b}S_O2dEbsV^o*tCU2w>C_BykF=hFAO$mecaVwCMyW)T!qxB(GZhURFWr_)bDzU{d z9a7yl+J<@znKwGp25gy*;*~~;?|lWZjdwswc=``G)hwVVbsX~|q~J%2i!@sXCu15Rx(v~RVXY8ro+Y+Bo!me@IiS-LF# z9c$*$d9?rLb;n_mXCO%X*SztR1=trrY@d04srCxURF;(#_y+cHdXr1#VBrsX(WtwU z>v+g2>2F74F*3w=(G}GpE2Qr>@s;^Gj_WCHkp!RT9L_r(tm_{A2rP>fBdrFnH+GtF zV?TUeSDc>d?-WO32t<5G8{By7n72KzrU;Q_`KY~~r|XGQ^C0kgRLE1Dy9ZgJoDG5a z@MJh9vDJ3l0ZQU{4rUpXuRd*wEIw|j=cLkj&z~w6j%tBr)~4%Mb^s+;H`uN~i#ZpX z!!jp`D6-REFl*2{QUQ}V!Ztz>E~Yr&LX1!Z26F(_<9!7Fo3JZeKL6J`ii>PjAeu2b z<>)hDu9nmB>iS~`TP^3Cz8H7sG(Qfm&uHgay<4nL&KD+vnz5%;Z^myPc&RdDFLw1} z(g+RF`M%KslU2z0zM-dQe1JW{?_jyX7yY6Wps!rX%Iz5G0nu+z+a{apO2L`nr_wyr zBMa*Eh|QDZ*iFh6J$B`?o2abvfIl^_IC0tgIXlMj5PBl3CBJYiV@Cu^0iMF#QI>w% z9K6kP;=tI+Uw^ztVv6K%jQ$?A z>;V~sP8u0v8>!1hVq&Dj*V|jEC!f2UfgSrs^h;S*LY1aYH~dru_&JLa?Zjv_6FY4; zwbW#_BsX9U+w9B1R}91zRg}{kzsh6^1Tvr|toUw*ll3v7k$nTD(0v!W6q(5^n=+XJ zSu@rephLQSm`)}1eV6<4)8|LIvaT?i(p-GKEEkiv`L0K@Jr`q7 zhp{O&6dh>X$EDefb2;O`;z+55*^W3f|AEvuUA}yH42N*;IBd?V=7~MF<~e=Fd4J5? zR2s(-1(Y-t;Sze3Rw=nUT@|DlA~6o;1(LbdaX``xzh-FiQ=FQ9t5I2$9%`0(& z8d3i3SHCo;eB&Q39mJS$EVVTh@$|h0E9QVlz!8kvSh0a5Q#I+&WJ+uxfl~9T*aiDb z;G|?0jlQK;ASGzG9*W(BGr<5vgksR_YGdhqT0O(^9Ic7|ST`e!Q_?76Y>O!R-1 zl=66FDqcj0p6@Y3k(};El~5fY!gyDM@8jW=E3q-7dc$}61d9Q)T0*U2e7{<@kt=$t zf9Z;P6<=#_nDX)~p-_bB*0z+R%e1R`tH-;&lB~?3c-lW)Ya%I1@d}eTDfkFw1}ZNw zNm44^xccYeZQ=i2a`>J){BzLU)6KNYB_(ilrMGQivKO3~xqwO%A3u=y*^s*&zKboj zFEi128hf1bOb$~-uu|&J6F{Qv-kL)a%EUvdqE-bBi(bL{wHeR8KGJy*D;Xa@>{SMq z7%?@N1LO>!!bJEVIZTQo7>>6FJsFcVqHZdn=7XlmWy-Pm`*jcWuQfao8w6&xs1CmGa6!H;$c6VA+zBi_( zVfZgFiTl`H=$XWR^5bwSbU0xcoNbFi93^oznmYaxY!*r&qGKbl*dH@76uaKAy_8=6 za@cp1Pi#$w@dm=hk*+K)v&{Y-CQC2_o{l32ZcGk)+JHW6iaMOWQsMhKyu@Sq1oGc# zyG+Yr!4c`s){U`++I{>b@lMyIj?{&4v~c<0FHo-i4OI{!wdvH%Ar6G<{Y#6bTR3CM zAR}3xjxR*7kG6=nk6muj?oSWy2igWH$n!Wx1XUa!A|Rv^b8F(`HjC89>-h7>>;D>az7%tfr= zlE8dIM&~m<*rU?R(E0l;7mSRe-oATQc_vK>AC$;a%MMO z@?$Xqtlw0k;Xs5BW0=7H_K}JWjCCS*;NEiaF6I0x-HMpKcm_6$9G5>@H>HB|KjR!X z(NX!kPqE2-bmGu|J7a&-|MZ@W3PEtK#duZ;FCiL+PQ986hMtxesB~Y)fT+ZgXR0zu zeN|k1I^jU=QR%T5J*h5&dEFKi+ZQIjO)eWZkR~ujhS*@+w0udQ=ydy?s+j+7oo!^1 zieif30}ayM{V#|87Oe-vh%=vg4);CY=Eky)ums~`c(pi^Q5>F|t>M_H zse+BMlc%C;1{FThK7PPT7inWaK7i_0Hijur>OMl(S}RP!3T4xkCw7!1 z%s(NzPTKEi*OE7vx7(RIekkV&SfDc7e-dw_Ct-W#@LdvEM{bJ4*3BNZ#wjuwUq$dC zqCMuDstXTRu9y4K_9J(##u#y}=Eh%{QW+lqzzl?Y)w&b+>UTd;sT2Deh1=;Lpa zlzrxu=b(P7ep6tRDY8X;jpht`j?EYryE`lxX%<0Z>Xat?`}$fin@@<*$kM3&*6;RuC&iIaevZ+3McE=T>%a4VKH5j{T1V<`yqurjcoLSu zO!3I-1Sf}?&S^Euow=CUIh8%?o9}3i^HC$94_SQ^@mawuF_5j09c7tnJcBA$ePjy( zi|-IPKk1W~*lrvxUo+w@QBoazQBoNhghp!Q^_Dnr-Y=5!ebM--D1$T6+@rN3v9mYp zJ{8?<&Aega{Tla?g^aBn56)gX=&#LOoABH9oKoNrhG*9cVBhtoZ@^h1-a{Pms=ou% zU%etMDabVCBO7<@LsP~6?9?P}cG`B1hj&?Mb zZvxXPhxM8LmrUHB4Z4YR&A_C|=!x3qIT3M>-v<9Es_r@%@h4;WnQ}o3*#c?B^?u*I zQ;{%2rc78LKVGJ$ig?1J+P3X#;FxCAUijQlk`H5H#WV0wBiE&hPn8Dr;P~2xSg8 z1znCdOFsFH&aDANnRL0+b{i~y&g63v(wb}1b7RkN27Yq`+VgVp*lzZ8ru#{u<}8Pwx1%S92he(#5>l zIbJcp`gD7cV3J5g;gH5}RuuE(N9$eXc%TmrTk!i4s`AS(0ZU>8+cR2{=YirU=i1V{ zXK(k_{A4nQeKQFjhObSBIK(9TOq~<|q|Sa`8^Ymu&18wIX8ig}f|JIPUHe;2~MpV(vx1$Y4MLs?^dzf~AI3>GeCw9G5Q z_Wiswy0!6tKl&v$zpYH5H%VFdW3v_6uorW==zoxO8)VUbJzL7xJ#+oHh|>}G;rGqt z!vp^NM#s9-1iwXo2Y^k~d_20DZA+IF)Vs!=(ob#}Srh^7Ogv;2 zj-?nWxJapfOnj>{q^brTp+_!5eqNlmD3v5|G>%s5U{@dZb183&R_*#o|MoqUdPnmB zLo-Zn?l%3yZN^zhEM?n8{6co~K$L2_J%TlyFg zv4F8_L~kD4c1c!k@$W=LQmEs-*DVrG->0mC~l38i}X(Et3#%w z--BJWU#g>|r)LD4=kgkZ@B)LUPM@l-WhQ9-@VuERwz01V$_(wM=3LXe#wyOLCK8_K zhtdFqiNwk}HfD3e%w|MU&+s0HR-1=>tjh&$m(|%jdnUk^;GO^<`e$K-;zJmOTAkJ+1mF&-m3MH4V{&w^)rh(E3!Rz>0V0 zHFPlAWve)aD5_yBpY^iG`)ty91*sk{;sS^1b}UKn9SUTcd>bUz^FCd09I$W^wA7Z? zhx5YOV28g~O_EQ>8yDmlM^+u63An*~crZlI2QkwpH9c@nqs2l(=Y1NZI#Hjo0)m~N zpCt0|s=;oTE4~F>72}sct@5+gb_J>}AHYPNH59@5_o6GDI#;%GLVJvl;L80fs#`?7 zR-QFvGMbX^$@&(X6irmeGy;F7&F#+|Vu|4fRitzsE<892Hpny^0*|QB`RIEAHECIC z!_(mbu^b<|1TSb$!`|~pdwzv>UAn05r*m9$6#R*r;&rfAhC=d+^aJ^E`z*!FI9z; ziC?b@&iIyeGhDI5)A4jsSj*pKNkT0#26G*fow~Q>9C+blHn)8x?n`T$*qQ3{52MXU zYz!hArW=~gt{#8?4?vrY{f*>NT(kSz%oiig{}G23k5KyLBP6%rKXN6od{ChQM?fLz zs{gGn1}G}gAk;7O!~d;E@u(vLFGg7ZPXg^Jf5Dh>Uj9OQR0Bm`qE12CeBy9f3td4Zv zvl2Ax=s{FVQ?kN)SR_ucz;>*Y&d?5EGm|LDi--QA7(vLnmz$PPHl|SkoPcob<3b}} zjH=MZLLSwIq>u(uTK?x27>}6{BP`=q*%VG?#ifxpJ88g66U2XcBu>6DE1aTmQTu3y z&S4OhDCXesiIotdsi#w#YVJ_8g;J6Eqe7Id8yjpp7q`Fg>r`Zi~%n6S(U>SAVCiQEo_W+gWRdxWPKg*7s zg_tAsMhN&-CIt*PrEeD|@{NMhy0&^wP?>dObO5&qxyL+1;euXKlFOgk4qeGZJ9sfY0YrrX-KQBfLO^tG;Kv+*E;{>a zz2WO5?%mR{QuW&4)O{nC5LT#(!t~Tl`>taUXf;)*DnWL_ygK7eVO>DS!jK;j1bOY4 zDL;$->SO2&K$b}gI)~DXKspYaxfuN^;)Nq_P@vw^zvic@Swc0zcL#A(bbjplsHQeo zRQR&BfzIq%2@qr8Ki*R~4e%qEW1bu5b{^qTP)Xqfx* z55D#XDE`ZzI3Vp*fWvl#YdAfl@rw$(kyUQO>oAS+y|BFMW$11YhnogDS}EThkh=V1K8E8ROZ_xGROaCI#Iu?JprVv-mB;P%{5v4h z-JuJBQ8U@DNoav8=rN$ZVG2Os2pv$C=N&wYD|yJotY;8g|%ipEWa|A|eY%Rh;?Prsb$ca=n$ZhE)!5CQgH zai+^f3qTtgP5xih?LVLvfSa0+ghcX69*g^sNtIZMl*Ps{>2 z&Qbq~Z08f&F&7=|PN%@QwY+Vv^JvE53N3C$I->+iJ0Jyu0|N#$DDXZyL{+YyxHFs=VhO(r*dX1# z%B(-bU)y*Hrvs`ryO$I(|eU}47_qzX8d&QXkUNdjX4`?S->L+y)~`4mEpG0$N@%Sc?v z5+L6`nO#H8{!`@#*Us`UzeSSZ_@%I&1*3AqsVyx2 zo@R~u$ID6$JkY0K?Q;g>bo0UYS9OnLgUQmL6DNtM=OFTxu$Re}Ie<&?BxSfu!hie$ zlQZXUCKK|*ddf?pCUS2{9woY1$#fq{O@KU`<@jq#_Nv`(;0s3_u8%a0t(-D_nt28} zS}u}yy||TE|266Xaf~nMB<}ezr}(GiW9;-^Q!ucUyrJ+f^9S3Y7;;_cDTY=lx+`I$mmNAMj0Usp!FK@<@ zT=4H4aGU|gn-&hO*ze{|F9$+;Tu37|v6&rN0@vG34W;uX(1lC496w<<3u_`Xrn(GUA44so#pfp{@@k&Vr3 zZ6Nr?D6@%KZR4Tow@7-Ri8Tv5E;{iSu1svu2G86l#Z?b(sew^^JtGLC4k;)hr6`tLubwzGZI`J%d&UzU$r^wu7(4hGt8YTs z=Pp1&;*({pI0u!`S?k)-))7FsKg!n7p^}vx0HfJvjFq`(qw0z`k9M0 zK5U!E%@ME(7?H(en`3IAPFEbyv?zyR!_u`XnC#@2&U8*GtCL*xStX7&F{XKw%sw+h zw=cd-dwS~n+k@ju#7gy_(^Us_YY-9KfXJ5GyvE-umKu3*Fo}XXG&@&4ko={SxsT<+6lfhfp+;*R zkYG>rzSg1_3Oa)H2VIXrx<_z*s<#pM3iPMR^`AkhsVJ^IlOtm|UYHbiWuQuS9^lw^ z>Z}N4KsT4TW}WU2F9+O$axay?rs!a9YPRE2BX#E_M^Ey#b-(!#FDqcmyWAn0B9Hm) zpAPJ>8%uRz1F^>^@a--lnwoLg#|)_1mbjIb9O(q(J_iqB$SEae_eLz2A2p{$e%ALn z3#o0fiL6j-CUV_5)a{i(B!KaSM}GbXYYHCKaSu(($={g^F4ihe^CO?%QPZ#LtN-(VoE%;|T! zF<6d)CxA|kOIp8QpVSZ>Y(TCNqDY9G0_W>{DQ>Hah2e(71S-mA`WV z2yGV1#u=o^u)Xc$lqM2l)kC#8NWM@~SgELH5&mSW;Y{NQft>*MqHVm!| zskRTgr+Wn8(tGpT$L^5XrVt>q4jOAU*m|^SDs|vSLOpnbo#gi$*AS;vKv;1#f~2CJ z7tU1DBBA@Orb6;{`5G15;@)Cr+h|FG2$lHtRvLS`7O-{jroRF9!%zO?HF9baFB<#* zsGd$Jxs4@@SY|~l%-i$4NxXjTRcWB1_<9b_R#)9Ew>be?xGk9O`s=k>6fcIE?C#(N zr#K?fuY25Crr>sQ(zn}8*4r?b2nkApPO zwFh@CFQc?M9Bs9k-2c+qQB_yydrO-|1DT3w*WThLDUlkDZ98fx$@Q%m9RmzTkG52( zZW_WApR_kjrE#@{pEk09I^BJ@$+&`Z6vh4Zeg&t8Woothb6C&sf#zf%rmFsH-`iy5 zkAtssH#_Eby&;{NSNUX4Do`ads<#Rq9&zoqr2g2or$6<)d6@ZML!>HEZF|tH1I3b% zbD+@Lg)yWvIXv`cBxCoB!OH5kQchBHNPUt-Mk5AYqyN8ekj7}qlKuJyC#Ts#Z|XO* zr5pP01C4%YW)y5ooFK-8kf$(xD1joeZO@)h{TcrWvhN*Qdi#-Zx)&2gO;Q#%5aXn$J5#f~5fhc!RtpNbV7P|F;%`K=;EcK6Gy zxqo)=i`d%JL7H{#)o$x@rZyjO+gBPI?pMm)I)oE%&$wk9JneeK;s%_~-zFSfP9n{b z$g`{EJym~)WE{xSyv@r|6=jGfN(m@Tc=1;KfIW0{rC~?hl+}(vLSgwZ|IJxf9OlBK zk5Py2nfzkZ?zG1A4J#+gcLeQt;yEW`HRk3}{9bc59+1D}D62>x;u$yMKjAZ`=L-9H zN|S4;9ZcrKOBF5og@3(qGUF15< z8?*ZoId;Cdcy5GTywRAA)c@BUj#4~=l7LOtFRh9;$oDi3hcZ?pqrrled_z zNT`8hS>+PP_T~THUzqM;cR0oBg_m77ZS4bp8Jf=;#l>jeX{&!Z4p9$P#+dIksTYHV zR>z$GHG={=K^(RiTAum&nJocN-tY%Hq+kUT_fAPMi$Z1?#EHqhz+m`8mBsxp|y<0#DDc?5j{e{ z%!l^!^uP01Nq{}Q?o>c0K%MxdqW0pu74@0prZL_S{HyWcXR|hskujnFB%n%W{!@12 zhQ;HzM*sJLYnO>%vUM)|a~%8+s;h;g46O-=H*dlJbGUk{0K$19 ziD_>9TbVcOP|p1#{>l8`_M7>)$N!A}ZT*+}x9z9)Z%cm``1kA|+kb4oxqBUdz5WBr z*H8Y(dXM~X>+j@0wSSZUoBmtauk|0(f5U&M^B?k`)W64ng#E?-@A3=zAM&5^-_}3I ze!KdQ{|VYxntzx7k^STMGvEu>FP(p^{@wm_|F8G2Z%;D*^Zmp2^ZS4Q|Ns9&eqa3O z{RjCE-oNr+U?0f8r2m`$5&PZ#AOHXV|ET}g|K0I7`>*(q`X6-vU_Z=%sQ;_}`~GwG zC+RczAN!xOPMuFLuT&U1HGRu`32WDAvoY?sO#QL?D9EVf~iiA z7lMo;eE#6J)8(U6KPN|WwY2NLElQsd+^Pr1g5_x(jdJqYz>llx^3VH$SR&f%>osiT zJvKnmf42E09yF!O8EiWi+W@&rW>t$~r4SA$@}ofP%Pv%C z7%?@PkyH@3CE{sqbujphfe_CsmSpe`pGpi~!>V`c%*im#22xmMj$LGCLu5d^q*N|a z@-sUcxy1rZr$`S$0PK0!qW?w}jg0c)XFx*4Z4+6~8kANIAX2XgH}UwyNB7-9V|L%H zgWU@7127qe<056mwRcaNad+k*G$b%VY`R6P^nU*MruybAEOG+f=A1L9opO_8Zv%}M z$sh4%$!b9q)B0F3b?~J2Cln@+9(_zJWKDw!&7@;9;d*Av^$_VB@t|;u3$a^; zWPSna)j19(4c1>grq!@nY*=|j0*{4MgH5{S?Vq#znf*h zhX#nd^EQ@*9iYRUvbR|?Xoe=Xhv*GF3;Mu2{-}`rE9FVFrUpGx00q`a2m9@7{O}dJ z<-_Mlj(a+a*qd3%z_5`cSiC%5?2WNK{*4o-%g#>};V^1aaRx9GNW5rbxgeLZ{P(tj zQgur$t>jbtV2LXDCM2fFqwRw16irG6P6KykpA{!#3ny1M0ehDCr)YfczzM$2wyYYn z6jO!l*NRo{-+j$j*!FiphHK}<;;*siKHl*}PzwUMMI0OP>>OYK;9L(1Q8w5J@ZE&;Ss{cJByC*FFUebZ&g4D@`+IWjkx~NzZr~Oq780?JUJ=&I&Byt z3fdqF&D`O%^|##w5j59GZ&;G z!GjJl=F*!#CxKSt)22)Mf{}by!3N#ld(lH#YIkpU<^DUi9zb1dt~WsLGZH6Ff&$A27rZ6oAIGu-MB(CHUZBjhu$5h3e8GaD?G~kq!ND8_UK{v=G z8S0}$z^-2297?k3K7v7jU+BlG20&+^f3_I(@0t9E3>c$KGS0(Zauc(mOqf7$5`=@P8_IR-oFr)6iA@CqKO449Ny3e$sXYt(u6X8 zE(h;9Y2Lqr+%Ro4I1?&bSeQEPQVr+F+RXr49l zP;6?Uj;u*`qKZT;{$=E_yo5M-~ciS!Wia z&Fe87GR}W4Dtoek0RI1d38j{j2>0P@*bY&#R1yYd?*SzOwtv)>*PrifMga6j#s*ix zbf0_FN`52D6$xGg906e}-aUGIhTK*Z!I@WUh0UP%s8(rnTL`=P%N~J@LX zd@bDz?G7cZDc`JYD67oA9QcygcUMD9B0cUZ*DO(kXFg903|P|qTtFX1@BVIh1oO{w zj`&={9+^1x0eM3>i2_if`^(d`b)zd@#a7`jO0SC>^iVAu8gN4q$v_?e3mL<%A5VY$ zDgYcKO?&6kkXuj80@O~hLcDrG|Hh2O+629rromH5j`ZKQX5~}ij}@3QS8nDXS^m2r zN&l8-Yo#!1jhPB`tz7z-V4q@PR^M?^KJy#|t{KC8o2LTw2g(?JO$~b{Xp;%SA7NQt z5UN74gf22nAtKC2!HWwua}Wp8qeFgIj(HK@?*yc@7xJs~ZD*}>_a1n#B}RR*xK zg*>0EqH-7h=l9*k%hpY+S8`l6%*^~yQDTGTzddF0Ia(W{fRPvem^KGfEv za02`GNYJbdQoeuwnlkW!CnCCc{dqe;XGOA#4R9GoY${3gLz?f zo&mdn$x*yexh@q@$h+jX!1#aNJ+6#PS?(ZoZ9*xONv$d!4C4&R^=G@=ho zlXpF&6$-Q?{UPlR+egv+zb+xXBI;SSdGQ_~%HTMwcCF`;0jDt&=cE{MsNN-U%6@uX zs!-w~cdD70{6W*n7pDb(rkNnGSHH1}&}Oyd%}H{q5@SwG;b39F@n@=GnS6nV&~{`w zERgw@$K0rDj{PCDxlTj1KJsBH*(hTNnj|_iqRlIinhx*cRsRGJYXnza@uUr|13!jw z)do(@zW)fnlluUig2?D`U3%>{5<(!2CmqoXxa8Im5P?%bKj8UxCCaHpA%@;HokR_s z)?M7qp3W!dX{Adu#8`OjJd+d^hfDW@8khQD8X-(EP|k8HUN4P7W@-o-wq4KUdNjx5 z+UQ4ixpUKPi#!ehKeNR9(1e|ru)oyY9+H_PUO~Bl7|%)dUEMpV#f}W)3VMotW%wxY zhutTk=BJOj0}AUElErR>{YQf9S=yMmlaM>B zzCaf^p^ZMSuWR@~%PoUyUWp@#@xQ=*nv#wHI{*jB41!pdcYMccsoLA9dJY^>6;YqXh4M)Ud;9NY!$vvH00X37;3&yC2VE)fy{f48D?4fbv zPqO-d^ir|IofgO_LKat=l&kJqI0Wuu&m=3>UUh?+Zi>t36WX$hNxhTBeMPLusmynw z%>6zQ?+^ojs%4n%&La-@vvDM0YjqI$SOBg}<%y{Tu9RuFqyMAV>d1}{$n|V0%!Q68 zM3irORG^WP!M*^Hg=6&*7IH05pEx<|u8E&l^E6_$E)iyDF<^nA=@05?b5smUPGye+ z&x3MxW;fpO)9tm%eLNM#A?0}O!4S0e@WyfqkvTndLgk9@*M?r>Hj_5~EZsYkC_Yu~ zVlVUWc3iV0o3&~7+Td18Ul}F*yF7#6@=nC>eMX7UF`C3ez#N9W zem$=g76g1MgzQaomxle4X`tPaQqhq(T=7IS&xwS=P>8;4+tH-%&VDpZ`l6XAlxoaP zQ!hyC$WxK+b2fETDhp*;Nd1w9F~;4Mff#;1c;Eg19ur#GGdCf(=dCogkN*uoQy@#7e0&!q0D zIVV9p11RqYehn+l&`U=m3M{vFQ$>G zFBXe)%?kf;+eW)fG}Ro}nKOkq=AA3Zc1j|!qO3> z>yaphfAA+eqy#wxXv%Rc7bm<+13C&?6o#FvJa2aU#Y>7O1COopwT6S)5@R5$QwuDr zV^ZJTooYq{P!;q5ST0z8`#TEIw)`33Kni)dC1{!`=Cm7uj8+5TA|BngDX{=G=g((s z9q=Pz$DtS3AA)oT@DnhNXui8IHEmJ$=l;6kTLbieq>rKfOE4lZ!=5q-4&}7v$PQ+`Y~Jgl~fFrl)sZ>6ElX=U)Rl< z+=Hw5iIak`>q@KCVPvW*lS-cHyHA=)W`TSL$0;0ii(7$iN(b6&^drrdd4np4Q~806d>4=%0C9>Q6Etx%6XxNaWV8o&b*oLn z-S7ZG+jAgfda4ORzL7x|+XF^|!p&9c5tcjc{|{_CPOw9Pf!Zm&b4y)<^j;sIY8&ZF zXgRt7n?@BSL$Jcn3Y#+VzPv43IOZr%UZsjMYE=1OhmbU$!Ehnn{%VomI`Q?(z+aP1 zVdB)EJ;*PwTR>A+m=gd}AgWE);82b>p6Sbln)pd8tA~b1-(6y<<3I#)5Zh|GM?g!! z%y0b(Jc;OPC_RMX?pD6=e&@E2H4xvbM-i13xq(QY~0h}LUWDC|}X6M!? zdTI>|StA&vd`(Z|k2ywDOJPV?m9L{WX)8|wjJRJNuX{^c^kIJ>?9+z+-H0ELUZ|m@ z+oI3Kh`OL=yFO7X=LF<63N1b^c+0vNH8Y}9Wu3uJVA?VWA*)P6--~LJ=7V2z#+8lX zrrII|bbIH>?owtOe*9~xcJ9y{gEkPb37H(H3h8KTRF2~t^+yph5I>f@M6`4D@FUzp z#|IlNiLl>y%`sA<-+vysx#}}d+H4kZ8zH1^TnhZjQW-Tv7bEX%E&UXOzBTMK_*a@K z#N!FhhZq~&BTeG0_OfK+WyLrbnS7s^2UW$3weL>ThV0w#iC26(= zK(^dBMrRDKt!xnL&6G$4L@F2Nj&VoEQ(UDCCXK_D8`)NHTz(big%fz)g%&bnJ51Mx zMKCFsM)Ihoy1pX6zAN8Pu?mx2ARC=ue4fns6-8o$w^h6VMk@*M~Dk8Af{wr>Mb9Wp8-H-n^^b^F&)W`vpo~?vtEq1pXL6FZB#w!luk*Va7cd7t zgrhv+*j3qds=n`?_=Zj}RuC=WO+dWTXR)mLk-X8YH5`S z001F6bsC*3Mf~GlLdZ+xYGjU}k(+u-{1RUc(g%wyX|NI2~_Z-)_6=j;RxLpkpu; zsaeESPfUl)28!f^v~-@lwzi_LfdE9MJYWRDMbFvTM9_B(05@sgh&Rhm;zvkCqJUnhwtOnzY`vS^o%Jn-y@B5|%-a%{F6Ctr{EkHT2A~ zi2zqlXFZ>M{sx=RDRxx${9)U%TZ)gSxjmkRxGh!oTqIWZ3XV^wN9&KA{!2(b0lbQ7 zIM|dh&r@}?j}l>>8iEu$az2aZ;FmQkqRNX%R|eeI)KjuwBq8!0#=x(_)UZ zZ+oh+Hx2mn{QRa+f2e#u%~RTbX?UP_62+4+N@1;E0r1(v@G5qN@^ZQBK6(@d`Q4t6F8lk zmj_n2c029FiV4LrwdW_?Lveo;pW5okJPeOu-B4ds08p-Ip}P_XQQ-4wpS-?{JD@GV(MP7YmmyI0gHe#ErTbTXvXO1;eTW!9K7GbIo3C)Rrlz zrA58^lYs6@=V+z^@wAmPs={rYD4Q4K);W@vdnrMlSJ{7y>MP^jO2)OqZr#H~Sge!+ zaG&0>ge{F%VLw_(d$K-*F^$cwqUE)4Y!KE{^Di>I+!R>46L6YVo>KYDfs9M>8pxGg zaE$2=`sf2SR8wTm;lJR?M1pTTs3RS@-o7|z)Si?ds%6PG`VV9QToudZQKjyVI1sM( z1c#BTA4mK;-a8U_c#xz}^eYSR)IP+@Q}Rw7?ys%NA9=byv*Gh63tW)W>pcn94_TL~ z8djo)_O@k62D;+L3h(Nygn1&;IZO4Q&%P$j>}6zj`k>N)uhrqx45AmK?b~2%6dm*E zRgwpdvXFS5a&b}K@e}k+MDW*^;WCT;W|(H*iv^Q6aBV*CGriFYDUDEn-ox~Xybn@+ zvfUZ<94C`{UB*?NO1}Gl6Bt#SlsEgnkV+$R6~mnPuK--fRTmQ^!jX5$@5!vk8XiM? z>O2)7gQaiYWm-quLRFYy7*Go?Mj~$+?U?0O3BWEvRh-wzXteRK|KZl%w#6l_EeFcD zi-DEK2SH>V1NL7hnu&&d-@~S6l_w34`hab{0aR5_yxzEgv&rm@kk7(R+5-&Os**AL zq6{@*_M5G9?85xS?!($+9wRA#+@ww7KklNAyY>gtm40N{5;FBcLk5UGqPKq%nX*3f z`;8eIaL@Yy!WPxDkx$(#uRs0d8)2=U`t^E0|GQSwW-Dz@(e5Y1*HVrw&aNt4>-PFH2rbpz61*$jGn3UpPeYF(UO`{Ew zFUikmRIML{hk&>`nDwJ|(f-B7t_jLUkuqxrjqxx@Ic0E`@G3_);3fuoG;Jtm#lkvX zOppJ#tgPRSeYz4p;_jGTD@%^3@|GReOh~CSe`PIW;u9vi^U2dHShfW^vAJ;Mu4f?Hhx3CqJq^xjv=;G-bDb`)t0fr%NSriULWc+sA3Z!Mh!p z`%j~4FtxVRTt^uHi87ARvS_=6UL`J0CrrEz`y=?~H~1^T(u^E*$W~L$dfmSS8$t5U z5i>P0N~le+E%N^CJHb}}fp7!Sfvv_3qiPX2(=O#M8y{jwH)o6&$^ah|Dg^u=$2=PhA;R3$YWtytIE3E4A9ADtQb9Wia zLm=3`gQD-vswhYf38)MBK?gprV>3=`{r3A0S!4O`6ufWRTb+&%!26OYo_g9 z8kng1Yw)dRh-C@4P{)N=pc_z-YQ%`l&nijNF+2qh3tZCZW5-kQ3{b|@k!qec5_b|T zsL8nV9Kve@IxuIjk_)j|1FLV7!q4*{opyD>z(p-F5azM)W>R&ESlN|nXQJCxO0B+1 zCG&mu-ZD%%?6PBSzCg}`r%>r}!mid7@mST1Y?r;!Nh;Vq0o&oCjG^YIj!0M}Hy?~7 zW^U8D5xQwT8vsUqt9A*14$5>6bYj|RECT_ zaBpZNPrU*G8X#ZWe$eq@4Ssz^2p%AF)MHbUX{wp5rNugIv{Jc*&%B znbBWHldQlAmk1H1BzJNW_>MLWf&jGtiQ@rxc3!t7TE1YG(j_$yeniy*KfcCk$@VZ#oXaDX=~L?sPpPMin?f`6 zgXY1Iw_U!C5Oqv$gBaR-c0LQ&XU=LQSX@vpy>TiqgqPz=Jc+1(a6#8Lj)vApUfrK` ztCw+Fr>ad19-mHH^!5wWyu%_JUfc)CrQD&}$zS5Z3;GOw{j0`$JxXDK#3|dodLa6W z-TYee|J#M=Xx~(aIj#zjmmwlJpp29YVh|a`6Dkr!8Vhw z28T8-#dYmhRK^MOR!0uLNa|5^W`IihMy6nzm)p`i){?{t**pZVLl08#b=UXAlJF%& zIkkxSVR%sA5(Gekq=d%I(C)_6VA$&vf=+uZ z>Mn_D&uGMFi8%0+|EzT5vMfaB!#>+>lvj~|@Oai<$fqlK9EIc*qx*HW#Mpen@}}-k zpobsPK$#lK$o7|A2vd$BMT9!@cAiV-T1mo$bmjCpHk$He_|N4?39IJ%AvCSf`hr?j#@ z(8mq7eL^rH;Qb28-@aMSWVrkyJP!D4=Dvo07&np=9-KPF2pU((QR7e<6!W~^i6F4S zNLc7rS$S)qH3g1~f9?syDx~!zGD?xsf6i(_n_R=GKD&5XgASLN#8lw826*8d%w6P! zI~Q<(f}8pmaO~*gg1wit>&av0()Qgor-yidhd?6ALwylc;Y);bhOR>NIO;(5rs_E; za#$irX28pK{f~z;Kk>#&i^#>11N+RKIExz*kWGS7Q*$AMYv9#G5LxV-MpMQhNV+Pp z6IyzC-QS9T#w{oXsD5cKEiqwxPBJvN;x{ke_$-FNAU4Pl&Dqx6HO6!vZ)KR7g9#D_ zv^#dk5h~n*@xA6-t^lEr$wN^Rr1@J{Us0)HXDT!>riPQ5&UR>#j23%e_H^-M94Rx4 z!)T5tZnc)hKw|o3Q3=j)dU#~$=;(Vy&%+!0zm&mztHE~?0hM>~y{F|GOTx9D3cBF3|NYk7DUd!{gMW*^|;fO1r1QP)dGKqYz(|pw4xE9 z^org@3|7SvAJH6o9?wME;KDvfI_;+azoIpb2ud)HrSqUwx$O)y&f0K1BW2rcoAjJ9 z`086Ul?RyrXZmJuax+jGM=q7s=+e$8zGrtX&i5qy$kR99nyA{B`+sopNdF&Z3dQ*^ z7VGmIbgcry*#?GVbzj7CE<&D{n6)gY!<$9&`XeQV+dt0Tng8m>Mgk9}ja({JYtmo% z9f9x6N$?|&-pPUJaq8U)8H)KNb|uuHoA}J8}|rsh2iyY(N!1 z(*8%^@2hgvmEcAETTUCM98Ub{gT#;%x|i6FQ~~v}uJs7WI(k0YOze8ht)^cg?`b7} zb}-_Jss_X>=2nr)eOM7Fj%rTFb>kKNj!(;kjhKL#b^4dGl5auPTP~v_>LA2UNNb68 zqbs6->#@q@f-FC$D_a#P>(mxfqVW4e5ZK`4txp>d52D$gjbpuM?0vk_MvcI=XiFRx zLLFpvJqd-YjZ0gsDV)fQXcOylM5&`BVaS30Aufcnu}0!0?AxL=<^NzUn}B6DUHIHf z;em+&%A~oXwJafrk}4e4yL_CuGW>-K2gotHTRbyxbEAHtHZ%%@Uc;^9Dp=AIC4}pc zk0R|*1^LWH9B0$uRbf}Aksg$U%xK0#eeI)y9(irmWc1|lw;LLj6ldx8X z@gMIy5z1vi7Kkw$+-3)0_Z$WwfCZW%0mONOiXr*EH%_sfvEdQ7SfPrNZvnSDewK_m zVV$>wwCJ$dxWYi|Yz~!c@F@-u7PdN9Ibx|qj!=)$1xzf#b#w)yJ**%RT~r#cNuP@9*qLrDzEbo#Cn2#?C4+F*0`KJ zBiMICM-9WSyk;3d-Z=2uZWwPC6Xcz;cQZE4;sFi*-J>6Ki9d+PY|3A0|5K{e79BqE zCElhY0W(+xrh6Yf>MG?yUHoI2E=zdsld#hryBX1{n!4$#VnaONkR5Cv{_KCq)4dFB zi33je6Q-lqU+miX!J7*@&jvjEJB%3^zPo*b?<(s#Vbi1Wko zz2CJ{yHY)=4c zq+Y{?DCP|g2I_e52WAQ)I|2i{G(A5MEY+j%i58*>t59SXY{XnGV|+)c087LMhnj zzwrNp^%f$jq}}Q%%`kqCv}hxev=QpB=@6`^%Tw!f9-4$-%GyO9woD*)GwOv;iJ4~# zN$Q%xn*ANfb8#uoT6JiS8l`tgeE4||0o3-F`KPpo%(HvD>)Irn+nTdOubOAL?*Zye zvLkHxczg(PaDHOUQluW9o^YzQIaT~erpa96Db>-n-DMQ=-5It4XO?O0eB5pkc44?s zR0Jg|H$~+h3iYVYCH#ZGulWPZuwH!f8<9;TjE2G7KWTC9Zo%<5^#Ux*=OqIoiD_-m z2Jd;qF`5c%$CUs&*#(y{V9Mj}iIDLSJQ)y-9L5*76Y5dW841 z0%{#2{3=^*u}T9`wxg-lJsmeQ@B;4z%~@i$dGX#WOJM5bG9GKA5qo0RKQ_6-n`0_&!nmOi26w5Co zU)B&Y;91`EWyF!j2-DWct=T>|96^+e98Zy9+m}nkPON6q<1~Bkr$|TJnN39VBI)yt zekic;iulYIG9?2B1nSd{;JeZD>3Er)JiQ}Lb60H+jk{DoT#TY;;k$f~vJLlE-xrvR zFt>NH&&Ds)G$|p_eq`4)^#qCiax1Y<5B%2COr) zMy^}4#0)bV^%SG6i0#BW##dxbG=E(M+=EZHAh8CWsp4tGsj^d3VUSi<;$oyBm%!2U z5+*0dr6`xHex_^XN>FLx%)?JD)&ghjI)zC)xmTpoR8M(q#wG{TqAay<`#$vT8D0p1 zn%VmAa%a*EWMts;Hg;9Bgl;-!m5#Hp9@z`e@s)L+>+S3AIvd0_UkpL2dBMFsIoRSD z`UCsoj@0a;eNLGasx_HQ%fZNxG=*H zV0*^+wd*%na!@Ef3r+N};ub}6B7pb;m7egQo|rT`f~1@&EEjg+@a7eX=_Aja`2Ir@ z7Uqq*RmPCARn~b+k&p=NEJ-jXQGQ72uM<`D?T9SdC&UQhhOo$hR6>rin*0jnIR&nG z+INlu3Y&T{JK4+*Gy{IjaE!h$@uB?0o;J2zh5~w(gj?}r9!t)s8qxN4?SOG?D*!3? zGR&ASf%lOP*qb0Em1#A#x-I#D3r~dMay>L92$HgPqHj4^TUqdW#kd*{Ww%+`FG?g< z*}8>4NQS+^$ohfy25u8XxH|f+V{S~H_TK8Z+*HPP$yDKQ!FVoNo9Zjgdhiw=%Q# zn`?y=4q-$BnN9Mv2f?<$)OEwKOv~Q+uAL+j4k;^OA=j&oz#^zKP|>a?K8!X%PtPS+ zF932#Asmy=2+j+7+JWXFknJ%Ql9<3H9L;rMmiX>e0BA%H9MUQd>wfZm;o>}&2&dWb z>74_}pjmMOKQg-c8drgW($E%qRRmFqMSp+!5!6g$h>pR_7tD1Kjugj8pxq2>0rn7% zUaMTU#neOP%^BKRARL;^Q})~UeFAi|i;3sDj+|PJ`T44oROC)2pV&OzU$&c4Vq+qt z+tMe00}I~3bQ2H0B&u;)(XL$T+tg`nR7Mi;1K-i3JBeSQQDue0^tq0DwFdn>^7F^B zp(q#bd)H#Ne`IOIs1+Ynry509-THmBCqY0ADpqHA-qVC+#b#k#_! z=Zb!K|1;IYWpqY}Y+&V)v}N9puyvks-8BD*@5vD;@(dS<0IR0eFQDi(Z8!jOQUG;v zi7Uq-vSc5T1Pjnik&&Ia@nzRrhn_&CG(1-8zzQMT;|oT5JK@s)=d*_v@A4*Y= z8~;m$%r7`h}@l`Xi0+#*|!GM#4chN2BBUfF`rbja4{*PmbiUbeFSox*X z7~N&J zLB?(CMrFC+C!!Hp%;r!fs~6KNyp+8EQ?ol;GB^sQ`gimwRr}VC3mR&_0K7W9QU-j} zq>$c_y?fPtq8X?f@@LOPp-prw-9aNMx@@A5ojg@nIT@^)7|%G`tAvjSW#YWhSSq}@ z0en5rgY7SAc{rn4;&@Vpv4oKf=$^bZ0>w-evv zyn}V4pS>4xJ6fa|z5!eR{b&SdOCH0*r+vFLFd7t3)Q?kDZ(@sTmb%2)hKh zK7p>4CmuL^%thL_mF$WKbyx4}YlF>%DEe|LfuS$1=;-eT0AvDa5RlsDLw#ScUY}y% z#GmPP4zRvx!iu4rcQ{yp)w)@p{vxo?cC!v{%3OkuG=SZvGm}`(&+9Y|xO-ZmuK+xB zqjH<-+8*P|SU6b&y8@gI6iKkiZ61`y5CKM~=t#F{j>66aG)Q1q1-*ntpQ@(dV#kr7 zr_8rnb?TJas(|{W(UNKx;R1$l?p}|Q=0gPS1T(X z;UQx+*9m(MAei>oYa2jO>9vybMFWVR0liGXSEQdq6S{8K2t#2I&Py&?D3AX0(Z+*v ziHvIG-9CW!!-*8uX!F!us+O`Lgv9C!amJ7JX38CcJXkj$Bki%3lp8*8U(!6(zX~Jn zU=MLhC7<9OnFVEY>*MAtm4pTct$#UV1V{#DqtT=}(>KdBR>3Tm7G`BJlQ7-JjUp{x z7a+P`$(LkAOlSIMRW?|!(TvQi9p2w_RzNP?%iK=XPrTCCqQ%d(PkL%WJK&4`B<7dg z%E5e>e}HTVfS*jIQ_meJ9gIZn+r6m$a8esbxR=yQk#O?(LLV)M|B@pDMGG&Dvo+l<}ki3fPsL)luXYY)109+K97ksS(pdU`gSi}e#wA+t3YE^bU9m+ zVd7HQuI1_{xk#l1r#nUXR)yNzLW*OLXit$b@qd1DbW@|IyX4>#`A5hUOaYz3hB|aR z{}<}Jx8fa6NE5x0|Dy!$%>nLJ>Glevhx$pX;{Q=rL&WIPpNm7zxIOXw61|(SI8Zp} zogm1)fZ&;!R!A9O?H@J5R$mp@Jhr}n;X(uzFpC}IG(}))%VtdWUxi2K6a){VhL9Ut z)s4I#sNeso1tD@`!mdv{i8L-+2ThgLVUBtW;>uur8675lhsYEO%aAoemC>waT)NrT zM^f~#tZY%ki^s@^|E=n0jx`J?)Zg`+DISgjz( zkkMEkeF&uVC?pFUScQ~i#u@#FSY2&+_VeNDf>war|WLg1*my_PsEnh}M-St2?cF&|n#oa&r<= zX+}^IA3uwS(*zDPX3DN&(=?qdW++hpk~Vc8v`!u51=6&4at7og*jLkfUek<9WvMTW zh3n(Ic-jN>W$)QXSo_C`N|Y(k_=xcJs220p3IM)@*r^UD4-SGo>oGX(M9GgtsQf2A z74;fidJKjFE~Q`RNkgJ3K)IqRX1aK-5al`#0pe}^&->mtAgh`P&Q=I&h3VD2>2 z;cuMix+{hN!pM4{hbvdEVf_&p}4yZ||SbzF+>lD*iZm_m4FZcnX zp9&}m7x&4hHu@wOj1X?)IN>D?W(>%Aw<_N!Y(ybD8Cnqz9fw%oNF@>z&YhG;hxDih@yvu8D~@cB4rr`SIVN{QIoq+|`o^1-N>UMv)HSeN4KHA1Tb zm7Rfyw(V;d>-iCEAq=Q$MqnM?p~$z~+}V{sptb5%G>TYfZ~3VATU4PXQTR|qvMRQ3 z`47n~8-#Vq8uazL7&P(b4dSIo7?-|^u^F$8OG$vY9MfF~+Q`~Fp=>4|;o?Y#!h)Yl zi|TJ$nbaIUlZ}W~s2lG}qs2mj&}W0C&WywJoF6KhqJO>oggZeUuNL$m$aY*tH0@rC z_yNDQ(mhhvE~iKc<6LqLwV+v}Q}sgbAzs)XcwJ6yTe$af|v)uMD4Zo zxUFPB^vMP>PX_h|GCF4cbf1lp`s7Sa3881lC*$fV3MrqQE|bd)f`WC8Xc7^O9~_=H zMP-c!B%go>Q1?M;m>emSn(Q zi)%F@8&8F%PxNk4Xjy#IO+f`D1K@(g&Y*vm`-%+%> zE?K=eMX2pLO@o<~6sMJ35g>zmB5jl$YBcgeh-3yBJH8#tL|zFtj6se@yn$bo+9dJ+ zLqy^cPw=e!5kMGN08YR(wI8CQ^=Pe%Z%atEgbk^>g=bizxi~$*mc-Jdow7Q?)T>E> zU;EqpPEUKxVfOcQN3d$yaj>%psd#-tW@_$OjQH;`A4_hXAMdtAGcgi@RCO0 zq1~x0Zdi|rDFy~r+fo2V=4Yiu9z3xm`pl*&f488`U^J(e>Atp)+vq>fWxj1qB*`CI zm@&|*`~mHGt!J^oy^B&`JYOsaAzP&SB|3vc6FC47Nu*sp!qA*>rYGECpBQU3ipLP? z{xJEQhFQ$d#XuJi=c9VPh|F=JnWYU8I#mAdcqWMZjds~-yBy->9a!TlUmQQnjc1@| zkg{ehF-hir#-aBZ=c6F_4SLQ7rWnJw^Fdp2tpBi*oDmOV6y4bIvU+l{7fX->>ctY5 zJ$Il#CgcC3ABe{s=~+-&u4OBz5`3Zsdjy&>l7Ow6bg(LnirU-V%k>3(h$jAS2WpcRWL^Zz$@;4iD{y;QF>H|6i-am0l1cu6! zwwaMfuPbG!0X`<0r?{aAW~zx`T_O}Mpg*V6xZw`gevTBK;QVuETDy-y?i}j7Z;oJ* zs=I2^+hX_T!i>D8vCM3n*Ic4r9i}$7{>;tZy0)ggcYXq$87g%um42GZ)H)U&3L#17U_Q#tH()Hd7Lan=`6bj*)ul>~aA|7p z0b>fB^#pCPKiuvWXuW<2Z#Czo)~fh-@O?V35}jF~6y86Yr9a!9&m}hE)r!^ZGF|yW zxyC}jjQ1#INEVf}ryZ(};L0W-P>p&-cc2Q?3*u84Y7&-s5G0o)8GO9zD~`a+iYP++ zK*vt8~4CwwODOqz4LJk&LDo9V0&Egv=|+KtARktv;)$ zyqY4S=>M(kKNikx{}2r!y!m;Kfdlw*{3tH73NuJ*G}rSypd)|)LcoYIQM>}-%jhqB zu=h&_VuI)uF2RT0^%wor*#*bXqnNVhE;+dDWuY(u4R`P$nODeaC|fc>NV8PMnCpqE z-1q1oVWXXc3Z()L4~F`ALE;L%_x=bmr;>#YYF=D2%(iPj7t|=hW!QU|W^pBr$w{7l zB!Crv&08{VMKv2pkoO$*TJeT|y$&Jh*bZ(>zf(&dR zN?I5VYb4lYmWuvRLmsCacsB28ybz1w9#3B{g#|V0Fc#L3MIYx9NBAn+hki<-Y697w zXx7W(-Oec$yW(euR-Ab9s|5K&^$mfK0Bh)|&WflV}lY!Ah>>3;bFOpdK6cze}oD)CBG+Z9M`l6PKcTgh%Noq$l zNJz+lXw_?Q#v-<1wV%tVzU~&r4@mB!?r&EA7O?H&#?3&{4NcPD)e9(S5X3%)s^#Kr zv{U?U(O8@BjUd8f&v3NrZH~O^C2`Zo!Y>w#dYtKgJTS)_K4!TA4;gW?{i~o6NGgt;~L= zW{KDE_X`M&;qba;hZ+W(-T7FZu3d1BzL{D79=0a`+o5?Ru@V9G*N3-B382<@i7ETY zAn2t5{#OIbPJgE`mB|Ba>RR)$vk@5uca|4IAgBELc)R(O>;-}roYzC z;vkWKzC)(*vex)q^w)ZlkH~>z;!^Mq&KPuf&gq_XsEHK@64C-j{Fp9xBjG;1@7!T!I^x=G=xIUng%|132O zZvJh$TvM=IY<;^f$T#xud-dFgVue}=ZlVIy-2H;iH)_loy;5O{$lmC$U^C^^t~||f zv|H~MDfiRG0^@>}CYb`BN$M@KkjLdIy-P%4b=L-%Ewi5TT_teQor6~cV zZhf(YTh{&5u<<^V#r4=+%a;>#S>>^Lf~kkW-blORsB46JX6M>KTj{#4_jbN)9*UIH z1WgCd?Zfgq?x6U&gSc=G-ttYV(~aX37@vAs@^)~@RsXt<_?XH5u5kutB(=CJzuKEK zd1M4Sta|g5vPCVXsps-UoFn{6Q@73UEvzcJ29OulFo|@IWMfBH4DT1%lIq|b12I~fQB4GzNPIhiN%2Y0(+->R7h;<-QEFY@OV@Zx$u}qB`!wR7P8yP|43!CXcc)= z0p_m)=yItR1jk#w)v%R*y(Vv&xNP}VT4 zI)Y%wjo9ZN&@1Wmf{}!bd*?FZ)O^GmNW8$1OXvptjd*Ha8%Am07@vb%>Wk0tajvGtKvlvL|A{&Akw;0lr z8IuthWqoU27DJEwFk?}3)Jy&6@3~Bi7m|Gd0A_<^jeJDeZ-esXSeZSPbM`tqHiCl1 zWFRy#N7*i1ZcajC04s-RuPQDLJ0}oziHj@fm0dwJqQmBQ7iG-Uh_E|KprwE|Qb3SI zkS91|7A?<)oj(a1;h&Ro%b}m$mx} zF-7P(sn;v3uTB3gZfVU0Z3(;`+Ykyn(7{O$Uld3^(_lr5Jh8LHwJ!`A08Z5xnpRR? zfF4_HEH`*o#Ylf)d;$$CJ&QmFPzoORc4JT%21y~I_CDqmJBR=Qy|kV!fe%k`_>LL` P5n}gsNG7ccZ~y=RTr36p literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md index 84ca0e7b19..1fd669d57e 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md @@ -1,5 +1,5 @@ --- -title: Background +title: Understand CPU memory hierarchy and address translation weight: 2 ### FIXED, DO NOT MODIFY @@ -8,9 +8,9 @@ layout: learningpathall ## Review of the CPU memory hierarchy -This Learning Path assumes you already understand memory hierarchy fundamentals. It is a recap, not an exhaustive explanation, and focuses on concepts used in the worked example. +This section recaps the memory hierarchy concepts the worked example builds on. It is not an exhaustive explanation, but covers what you need to interpret the profiling results. -Modern Arm server CPUs use a hierarchy of memories to reduce the cost of loading and storing data. The fastest storage sits close to each CPU core, while larger memories sit farther away and take more cycles to access. +Modern Arm Neoverse server CPUs use a hierarchy of memories to reduce the cost of loading and storing data. The fastest storage sits close to each CPU core, while larger memories sit farther away and take more cycles to access. You typically see: @@ -19,11 +19,17 @@ You typically see: - Last-level cache, often shared across multiple cores, and usually taking 20+ cycles. - DRAM, which is much larger but much slower than on-chip cache. -You can inspect cache topology on a Linux system with Arm's [sysreport](https://learn.arm.com/learning-paths/servers-and-cloud-computing/sysreport/) tool or the `lscpu` command. Unlike `lscpu`, Sysreport also reports the set associativity for each cache level. For example, you can run the following command on a system with `git` and `python` installed: +You can inspect cache topology on an Arm Neoverse server with Arm's [Sysreport](/learning-paths/servers-and-cloud-computing/sysreport/) tool or the `lscpu` command. Unlike `lscpu`, Sysreport also reports the set associativity for each cache level. For example, you can run the following command on a system with `git` and `python` installed: -```output +```bash git clone https://github.com/ArmDeveloperEcosystem/sysreport.git +cd sysreport python3 src/sysreport.py | grep -i cache -A 4 +``` + +Depending on your system, the output is similar to: + +```output cache info: size, associativity, sharing cache line size: 64 @@ -42,15 +48,15 @@ sudo apt install -y hwloc hwloc-ls --of png > topology.png ``` -![Hardware locality topology for an Arm server showing per-core L1 and L2 caches and a shared L3 cache across all cores, which helps you verify cache hierarchy before profiling.#center](./topology.png "Example hardware locality topology") +![Hardware locality topology for an Arm server showing per-core L1 and L2 caches and a shared L3 cache across all cores, which helps you verify cache hierarchy before profiling.#center](./topology.webp "Example hardware locality topology") -The graphic above illustrates cache tiers on an AWS Graviton3 metal instance based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture; implementers such as AWS or Google can configure larger or smaller caches based on design goals. +The diagram illustrates cache tiers on an AWS Graviton3 bare metal server based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture; implementers such as AWS or Google can configure larger or smaller caches based on design goals. NUMA, or non-uniform memory access, means memory latency can depend on which processor or socket owns the memory being accessed. On this AWS Graviton3 instance, there is only one NUMA node. -If you would like a comprehensive system-level understanding of the memory subsystem, review our learning path on the [Arm system characterisation tool](https://learn.arm.com/learning-paths/servers-and-cloud-computing/memory-subsystem/). +To get a comprehensive system-level understanding of the memory subsystem, see the Learning Path on the [Arm system characterization tool](/learning-paths/servers-and-cloud-computing/memory-subsystem/). -## Definition of terms used in this learning path +## Memory and translation terminology Applications use virtual addresses, which are the addresses a program sees instead of physical DRAM locations. Virtual addressing lets the operating system isolate processes, protect memory, and map each program's address space to available physical memory. The processor translates virtual addresses to physical addresses before it accesses memory. @@ -58,7 +64,7 @@ Applications use virtual addresses, which are the addresses a program sees inste The translation lookaside buffer (TLB) caches recent virtual-to-physical translations at page granularity to avoid page table walks. A TLB miss occurs when the needed translation is not cached, so the processor performs a page table walk to find the mapping. Page walks add latency before a load or store can complete. Large working sets and irregular access patterns, such as strides larger than the typical 4KB page size, can increase TLB pressure because the program touches many pages with little reuse. -### Page Faults +### Page faults A minor page fault is usually harmless: the data is already in RAM, and the kernel only creates the mapping. This commonly happens during anonymous paging when Linux lazily backs newly allocated heap or stack memory on first touch. A major page fault is more expensive because the kernel must fetch the page from disk, such as from a file or swap, so repeated major faults are usually a real performance concern. @@ -66,7 +72,7 @@ A minor page fault is usually harmless: the data is already in RAM, and the kern The working set is the data your program actively touches during a period of execution. It differs from resident set size (RSS), which is the amount of physical memory currently resident for a process. A process can have a large RSS while the hot loop actively uses only a smaller working set. -### Memory access from a programmers perspective +### Memory access from a programmer's perspective -From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts runtime. The compiler generally cannot reorder structure fields or split objects automatically because that would change program semantics. +From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts performance. The compiler generally cannot reorder structure fields or split objects automatically because that would change program semantics. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md index 23f58b6ab1..3ae6d9b9d1 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md @@ -1,38 +1,62 @@ --- -title: Build Example -weight: 2 +title: Set up and build the example application +weight: 3 ### FIXED, DO NOT MODIFY layout: learningpathall --- -## Install required packages and clone the repository +## Set up the build environment -Use your remote Arm Linux target for all build and run steps. This example uses an AWS `c7g.metal` instance running `Ubuntu 24.04 LTS`. +On this page, you install the required system packages, clone the orbiting galaxies example repository, and build the workload binaries. You can also optionally run a visualization to confirm the simulation is working before you profile it. + +Use your remote Arm server for all build and run steps. This example uses an AWS `c7g.metal` instance running Ubuntu 24.04 LTS. ## Install Arm Performix -Install and configure Arm Performix using the [install guide](https://learn.arm.com/install-guides/performix/) on both your local machine and the remote Neoverse-based system. +Install and configure Arm Performix using the [Performix install guide](/install-guides/performix/) on both your local machine and the remote Arm server. ## Install the required system packages -Run the following command, replacing `apt` with the package manager for your linux distribution. +Run the following command, replacing `apt` with the package manager for your Linux distribution. ```bash sudo apt update sudo apt install -y git cmake build-essential python3 python3-venv python3-pip ``` -{{% notice Please Note %}} -If you are running on an **AWS Ubuntu 24.04 LTS image**, you also need to enable SPE with the following commands. If you are running on another platform, see the [enable SPE learning path](https://github.com/ArmDeveloperEcosystem/arm-learning-paths/pull/3186). +### Enable the Arm SPE PMU driver if not already loaded + +To check whether the driver is already loaded, run: + +```bash +lsmod | grep arm_spe_pmu +``` + +If the command returns output, the driver is loaded and you can skip this step. If it returns nothing, run the following commands to load it. This is required on Ubuntu 24.04 LTS in AWS, but may not be needed on other platforms. + ```bash sudo apt install -y linux-modules-extra-$(uname -r) sudo modprobe arm_spe_pmu ``` -{{% /notice %}} -Clone the example: +If you are using an AWS `c7g.metal` instance you also need turn Kernel Page Table Isolation (KPTI) off. + +The fastest way on AWS is to use an editor to add `kpti=off` to the `GRUB_CMDLINE_LINUX_DEFAULT` line in `/etc/default/grub.d/50-cloudimg-settings.cfg`. + +After editing the file: + +```bash +sudo update-grub +sudo reboot +``` + +For a complete explanation of SPE refer to [Enable Arm SPE for Performix memory access analysis](/learning-paths/servers-and-cloud-computing/spe-on-performix/). + +## Clone the example repository + +Clone the orbiting galaxies repository and check out the tagged release to work from a known starting point: ```bash git clone https://github.com/arm-education/Orbiting-Galaxy-Example.git @@ -42,6 +66,8 @@ git checkout -b my-work v1.0.3 ## Build with CMake +Build the project using CMake: + ```bash mkdir -p build cd build @@ -49,7 +75,11 @@ cmake .. cmake --build . --parallel ``` -This produces the workload binaries in `build/`. +This produces three binaries in `build/`: + +- `baseline` — the unoptimized reference binary used for profiling +- `users_solution` — an editable copy of `baseline` for you to optimize manually +- `optimized` — a pre-built reference solution showing the expected outcome ## Set up a Python virtual environment and run visualization @@ -71,7 +101,7 @@ cd build python3 ../scripts/visualize.py galaxy_baseline.bin ``` -The script reads simulation data from `galaxy_baseline.bin` and writes a GIF into `assets/`. +The script reads simulation data from `galaxy_baseline.bin` and writes a GIF file `assets/galaxy_baseline.gif`. ![Animated orbiting galaxy simulation generated by the baseline workload, showing particle motion over time so you can verify that the simulation output looks correct before profiling.#center](galaxy_compressed.gif "Orbiting galaxies workload visualization") diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md index 5519c5eb88..70d1bd85c7 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md @@ -1,5 +1,5 @@ --- -title: Inspect with Performix +title: Profile memory access behavior with Arm Performix weight: 4 ### FIXED, DO NOT MODIFY @@ -14,7 +14,7 @@ Start by inspecting the baseline particle model in `src/baseline/particle.hpp`. If you are using an IDE or editor with an LLM-based coding assistant, the `AGENT.md` file can improve your learning experience. This file provides repository context and helps guide the agent to give more useful assistance. -![Screenshot showing the AGENT.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.png "Screenshot of GitHub Copilot in VSCode using AGENTS.md as a system prompt to act as a learning assistant.") +![Screenshot showing the AGENT.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.webp "Screenshot of GitHub Copilot in VSCode using AGENTS.md as a system prompt to act as a learning assistant.") {{% /notice %}} @@ -67,24 +67,24 @@ Configure the recipe to launch the baseline workload on your remote Arm target: - Set **Workload** to the baseline executable: ```output -/baseline +~/Orbiting-Galaxy-Example/build/baseline ``` Keep the default profiling duration so Performix records until the workload exits. -![Performix Memory Access recipe setup showing the selected remote Arm target and the workload path field populated with the baseline binary, which confirms the run configuration before profiling starts.#center](./setup.png "Configure the Performix Memory Access recipe") +![Performix Memory Access recipe setup showing the selected remote Arm target and the workload path field populated with the baseline binary, which confirms the run configuration before profiling starts.#center](./setup.webp "Configure the Performix Memory Access recipe") Start the recipe and wait for the results to load. ## Assess Performance -![Performix Memory Access results for the baseline binary showing update_positions with about 66 percent L1C load hits and around 26-cycle average L1C latency, indicating weak cache locality in the hot path.#center](./performix_before_optimizations.png "Baseline memory access results before optimization") +![Performix Memory Access results for the baseline binary showing update_positions with about 66 percent L1C load hits and around 26-cycle average L1C latency, indicating weak cache locality in the hot path.#center](./performix_before_optimizations.webp "Baseline memory access results before optimization") Look at the memory access results for the baseline binary. Most samples are associated with the `update_positions()` function. The `L1C % Loads` value shows that only about two thirds of loads hit in L1 cache, and the average L1 cache load latency is about 26 cycles. A cache-friendly hot loop should have a much higher L1 hit rate and lower average latency. To investigate further, check the TLB walk data. As described in the background section, the TLB caches virtual-to-physical address translations. As per the image below, the `TLB Walk Breakdown` tab shows no significant TLB walks. That means address translation is not the main issue. -![Performix Memory Access results show 0% TLB walks across all functions in the baseline binary, indicating that TLB pressure and costly address translation misses are not contributing to the performance issue.#center](./no_tlb_walks.png "TLB walk results showing 0 page table walks for all functions in baseline implementation") +![Performix Memory Access results show 0% TLB walks across all functions in the baseline binary, indicating that TLB pressure and costly address translation misses are not contributing to the performance issue.#center](./no_tlb_walks.webp "TLB walk results showing 0 page table walks for all functions in baseline implementation") In summary: @@ -94,7 +94,7 @@ In summary: Double-click the `update_positions()` row to open the source code view. The source view shows that the samples concentrate on the per-particle position updates. -![Performix source code view for update_positions showing sample concentration on the x, y, and z update statements, helping you confirm that this loop is the main optimization target.#center](./source_code.png "Baseline source-level samples in update_positions") +![Performix source code view for update_positions showing sample concentration on the x, y, and z update statements, helping you confirm that this loop is the main optimization target.#center](./source_code.webp "Baseline source-level samples in update_positions") Given that the majority of samples are associated with accessing the `Particle` data structure and that we fall back to L2 cache ~1/3 of the time, to improve the execution time of this example we will need to focus on more efficient ways, if any, of accessing the `Particle` member variables. For example, there may be an alternative data structure that has better cache utilization. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md index 515e1f7ece..d4c68b77b7 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -1,5 +1,5 @@ --- -title: Optimize with MCP +title: Optimize manually and with the Arm MCP server weight: 5 ### FIXED, DO NOT MODIFY @@ -19,15 +19,23 @@ Consider how the `Particle` data structure maps to a 64-byte cache line. Also co Once you make changes in `src/users_solution/`, rebuild the binary with the following commands. ```bash -cd -make clean +cd ~/Orbiting-Galaxy-Example/build cmake --build . --parallel ``` -Use the Performix GUI to assess performance changes for the `/users_solution` binary. A reference solution is available in `src/optimized`. + +Use the Performix GUI to assess performance changes for the `~/Orbiting-Galaxy-Example/build/users_solution` binary. A reference solution is available in `src/optimized`. + +To measure wall time and compare it against the baseline, run: + +```bash +/usr/bin/time -v ~/Orbiting-Galaxy-Example/build/users_solution +``` + +The hot loop is instrumented with `scopedTimer`, so you'll also see the loop duration printed directly to the terminal. Compare it with the baseline result of 571 milliseconds shown at the end of this page. ## (Optional) Optimize with an AI agent and the Arm MCP server -If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The code samples below show how to connect to OpenAI Codex; for other tools, see [your preferred coding assistant](https://learn.arm.com/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). +If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex; for other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). {{% notice Please Note %}} @@ -35,7 +43,7 @@ You need an OpenAI account to use the Codex CLI. {{% /notice %}} -[Install Docker](https://learn.arm.com/install-guides/docker/) and pull the MCP server image. +[Install Docker](/install-guides/docker/) and pull the MCP server image. ```bash docker pull armlimited/arm-mcp:latest @@ -43,7 +51,7 @@ docker pull armlimited/arm-mcp:latest To ensure the MCP server can invoke `performix` on remote machines, pass optional Docker arguments for your SSH private key and known hosts file. For example, use this TOML format for the Codex CLI by adding the following to `~/.codex/config.toml`: -```output +```toml [mcp_servers.arm-mcp] command = "docker" args = [ @@ -59,7 +67,7 @@ args = [ Restart Codex and ask your coding assistant to run the `memory access` recipe, interpret the results, and inspect the relevant source code. Your prompt can include the remote target, workload binary, and source directory: -![Codex prompt requesting the Arm MCP server to run memory access and code hotspot recipes on the remote baseline workload, showing how to pass target, binary path, and source directory details.#center](./codex_prompt.png "Prompting Codex to analyze the baseline workload with Arm MCP") +![Codex prompt requesting the Arm MCP server to run memory access and code hotspot recipes on the remote baseline workload, showing how to pass target, binary path, and source directory details.#center](./codex_prompt.webp "Prompting Codex to analyze the baseline workload with Arm MCP") Alternatively, you can use the curated [arm-full-optimization.md](https://github.com/arm/mcp/blob/main/agent-integrations/codex/arm-full-optimization.md) prompt file. @@ -93,15 +101,15 @@ void update_positions(ParticlesSoA& p, int n, float dt) { This removes `Particle*` indirection and improves cache-line utilization because the hot loop streams through only the data it uses. -As the graphic below shows, the baseline implementation is on the right. Even though each particle is padded to a 64-byte cache line, many struct members are not read or written in the hot loop, so they remain cold. With a structure-of-arrays layout, all particles are still owned together, but cache lines contain more of the data that the loop actually touches. +The following diagram compares the baseline and optimized layouts. The baseline implementation is on the right. Even though each particle is padded to a 64-byte cache line, many struct members are not read or written in the hot loop, so they remain cold. With a structure-of-arrays layout, all particles are still owned together, but cache lines contain more of the data that the loop actually touches. ![Animation comparing baseline and structure-of-arrays layouts, showing how the optimized layout packs hot fields together so cache lines carry useful data for position updates.#center](./data_layout_comparison_compressed.gif) ## Confirm with Performix -After optimization, rerun the Performix Memory Access recipe on the optimized binary. In the Performix GUI, rerun the recipe and change the binary path from `/baseline` to `/optimized`. +To see what fully optimized results look like, run the Performix Memory Access recipe against the pre-built reference binary. In the Performix GUI, rerun the recipe and change the binary path from `~/Orbiting-Galaxy-Example/build/baseline` to `~/Orbiting-Galaxy-Example/build/optimized`. -![Performix Memory Access results for the optimized binary showing 100 percent L1C load hits for the selected function and lower average L1C latency, confirming improved memory locality after the data layout change.#center](./performix_after_optimization.png "Memory access results after the Struct of Arrays optimization") +![Performix Memory Access results for the optimized binary showing 100 percent L1C load hits for the selected function and lower average L1C latency, confirming improved memory locality after the data layout change.#center](./performix_after_optimization.webp "Memory access results after the Struct of Arrays optimization") The optimized result shows much stronger L1 cache behavior. The hot update path now has `100%` L1C loads in the captured result and a lower average L1C latency than the baseline. This confirms that the data layout change improved locality, not just wall-clock time. @@ -110,8 +118,8 @@ The optimized result shows much stronger L1 cache behavior. The hot update path Run the binaries directly on the remote machine without Performix to compare both wall time and memory usage: ```bash -/usr/bin/time -v /baseline -/usr/bin/time -v /optimized +/usr/bin/time -v ~/Orbiting-Galaxy-Example/build/baseline +/usr/bin/time -v ~/Orbiting-Galaxy-Example/build/optimized ``` The hot loop is also instrumented with `scopedTimer`, so you can directly observe the speedup from the change. @@ -151,7 +159,7 @@ Optimized took 279 milliseconds | Metric | Baseline | Optimized | Explanation | |-----------------------|--------------|--------------|---------------------------------------------------------------------------------------------| -| Wall time (ms) | 571 | 279 | The optimized layout improves cache usage and removes pointer chasing, roughly halving runtime. | +| Wall time (ms) | 571 | 279 | The optimized layout improves cache usage and removes pointer chasing, roughly halving execution time. | | Max RSS (KB) | 92,720 | 64,044 | Struct of Arrays reduces memory footprint by removing per-object overhead and cold fields. | | Minor page faults | 22,655 | 15,500 | Fewer pages are touched due to more compact, contiguous storage of only needed data fields. | | L1 cache hit rate (%) | 66.3 | 99.3 | Hot data is now accessed in a cache-friendly pattern, maximizing L1 cache effectiveness. | @@ -160,6 +168,6 @@ Optimized took 279 milliseconds ## Summary -In this Learning Path, you used Performix and the Arm MCP Server to identify a memory access bottleneck in a C++ particle simulation. You connected the profile data to source code, found that the hot loop suffered from poor data layout and unnecessary pointer chasing, and improved the implementation with a Struct of Arrays layout. You then validated the change with direct wall-time measurements and a second Performix run. +You used Arm Performix and the Arm MCP Server to identify a memory access bottleneck in a C++ particle simulation. You connected the profile data to source code, found that the hot loop suffered from poor data layout and unnecessary pointer chasing, and improved the implementation with a Struct of Arrays layout. You then validated the change with direct wall-time measurements and a second Performix run. This approach combines measurement tools, code context, and focused prompts to iterate on real bottlenecks. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.png deleted file mode 100644 index 046c5cb7b8ce16f6952447ea4ef4ad30c0a4d2d7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 56413 zcmdqIWk6iZ7BvV2cXxLSZo%E%-8Hy0?h+t4K|*kMcXxM!TX1)GrgPuB_P&{)^J4}M zbamA!+hu#Ny((N$UIGCY7ZwBr1VKttR2c;113Cx@C^s}DFeau2{S5>Jw#-UIL{Uma zgjmtZ-rUN@3hD%Vhf@Np^_7i2aNX2u*hAdTLQHd90!^JUB`#3s(Y) zm>75>C_x@I7v{1iG90F8mp)ZkQPH+x_m`2@F4D0vo%8nFJMH~5`_q%wN&fwH=LI5= zAzIl0;txp>#NRT>A}_A<2KuQK9T`DzsXy=%gMFl=(-B01g98g2f9zZd)dBf&w=iC4 z{rY_VKDV=&W`hZ$h}|=MVxvykGZ=fBL4mvn;{RE2%X8Ej{O4+DRUonzve6}5;l$Om zm3)Q~n=d65Z4aCg0>}k9rOJ0$kYVg_6=$ttNrHHR9(8Yym>37b9=ntjEt_B-WDapB zaA<{vLW=i%`J-Q-DP=yhq!goO=#55hwtFlE!tZ^3cjkF(G&2v|+hY=j45zz^5#+rB z&!#%m3P9bX3JsoMj^XwXhjd@_I|fM#r`Um5rb&TA2b7X$9r?sA6Z!3Rvr@Hl+Gqq!+)WZ84p-(jML3)o zN_@S;gKx(5^^^1+3F|YX^*%HC{hmYa3&nF++IePg;pDSHV@tRRLZD4!wxSlk4@KimZfKQTyfAT=^l z5(wr-pe!-?Xg6&YA$lNc6~qaMS{CHV2ZRk|F0kcp7zapQ5RER7CYZAi%-9f&-CPeK zlqAqSLZ)G0#lp+6pr(*Zf^0(wR{?=p(A0#|fyyNOT9XYz zPAoN7Z|d#9k`1mMz8zBUYlSdp*2>iW)WUS{f#Z!EJWg%^b1#<(_IEB>TJui@$SMKF zgZP7KgR6a!#{7oWniORy^C-tLQG*3W8pbl!URC9bb|=KH;5-4no2riHTpGI6(cz=r z7+bEJh+Fd8UmS9q6x?arIMyN0BNV!>FYzug9w=XEUXb5#eB+5_n25R1gkfxYV1;pv z1hOL>qL`$=laHW8g;n%X8{<0iRmU$1^D1}?dQ(wQ z#Pbd(?1)K|hfAhPK}oLVwdT2*vMj}(2+0%g$8vtd8@3pZ8OqF~nZcZaw`#c2KKy*h zaY%Bwzygl*0jFgQHN`sxHYJy3!Bl@3)fB<3-87}f+O*V+$IO0Ien@GjY*%=fWmkIl z#}30VU-IBE-pKP%?JnHT{cvU?QFa!!Cpsf+L`_^xrc(w>iN6|?vLSUIO#(H(@_`1n zMuJA2N~F@5N|`!uF}1od4Gt}H0!zY3LNxW7@>5P(v8=`(H5N@HH4=@Vs*=W~;${(g zXSKA_&JrCjj?y}*zx$7DDhhH7+EV=JB$L^vs3a?PndC-LgY^6 znhWL%7RC%&p;$AP2y43`zC*~vJ-{7du5wVN{2X^4PaO~am_Q#$&!JhT)7CKCC|kAq zdCB^5ZDgIc_jBi*kG01!$T7ma-n_l7tgR-;90#Y(a6?CfwJnd$uf>!l$CJC|wd%q} zs1^H~^Xm7#jRRsAOGj+ySvOgy)l>J>0ztUk#2E%|qcq<1dG2(Fr<0S7v~BOcM+GeB zWS3;ha@)Bgwe-3mXOe!EQKrJ99NH!=~NUz($LGYqs1BwKaF5BGI+BmJ=tk|uHev14=%2P1wGp{q>V*SR#^LX{*^43gWUe;D76p)goNUXot zW;0mhXp~jOk2j*9wicJ`51q#!SA76A?NFg(2RJL-Wgd;$8{WOVep3HlL9KmB|BLfI zIq@K|ERnC&MZMgBz3oRwiz`AMrH9<4c6&X9wZy_>xwWQ(Zf3{Z5o9UCF5bF*UlB|F$uecqw9*|(HPVdlrmrfy z3M#289QVne5>D3w*Lr?AS(iS~e{pKQdbx_T?Os`KP-(=n_vUAnFRsspH9u5AG{4xHtz5#3ka!=K(Rt|;efsVHCXTC7jHeSZDCas+=& zduMdNd*;<5VD5L$SZ9EHJa;5>)Jd>Ggv=?*mS*i@V`DR8No)NjRczb@3JnPn|B8Qh z+IU@grDRsy2^$}i!1vO6rm`^_obd3IG|#fr*v8`7cEWbQt>VhphD%qw)+VwJlPcD% z+QQNN;|F`pP6DoM=bWd!t>GG#J{5?<0{Q*Si~~%UPVR4>=6M!YldrXo7WQdy0t;2lgIZr{KTm;9b-y9G?%f&OQYgv9 z<^Rcl?;HMlW#jayvAQr~Px-5*1IpKrDe)6Kg&}MTt1?IkJQoFoe5YydXB#bU4nq?&6gS zshesb-$TEQ%;uK#NL*{$kg80jKSU3;dd4gUUzO_ z(ALbwh}hlM#?G1Bosaa7H@Jb}-_eYu#DBcvV$DaYDW^y*V((-|%)!9Kz(mRqOH546 z>tt%qtt=}3-|WC|e595xE)Lv`jBajj3~sCp_D&Xz%%47eVq{`rWMTOTeB-0DhnUE$o4zsKiU51*MF+x{aqNhqLsUujh3jDEl{e!rtz~fv+@2> z&Hs_|cSHY^Q_b1TNyOe3n9+s*?_v3G=6@#sZ^l2W)cm_jPA;y0R{4*Vf8_k#1#Sf= zD`0I#zh%hJ%**(H#QpbuUdG=7{)fQ-Gn#+I0*8|ymY4CbslgA6jY$v-0wM?^B`T!q z4tkOfm4?=jHAvKczwRaBc`m8(MommTBP1j$_!V7DOw2QJUC1+TT?iEPkl;{~&$B%! zx7W|t`6PanqIst&e#iIxTB>F#eJ%ZQ;^eH&<9uAadH;DMQBl$#{9g|-IC#z%L!vWb zFml0vJwF6pf_i^iO!hC_XY=~L%xd-zM*K9*m}eK^yq?ommz`xH87LiC6Eg zndWkPFmAEhSUQ1PDJ<&W)%k<71!z?24{uW`>~;r9#Iu;i3rdH$dIXw*jfkc#Ru{=u zO~-=3{PO`P1qu4#0&xI8MLn0;}*kOVV|piBAhwh)8LfL)l^AjUBT)g11bhJPLX zpZ?5)+Z@6d2pgq;f0z1S8E}EAQU{Xto&HZ2R~W_Ys)#Rm{}Px#cp#Zz2q~BFs{Fs? zMQ)f3f&trV*%a{a9uxn+T=;a5%mv5F>nqXMcM$`RopVNo4Bj{_M*X(&%_c^eVB7%9 z=^Uvt&1!P_)h1LW+R4CHFG>Kk`` zUpShCanUsW*?CX1FwSR&rVVaT*W-5F&_Vz88IZtC9wV9 zsA6^p*opYAQduPsrM@#|5BeL5lVO2UH$G%V6)0rt(_!-S^E(~(=t-q;r+@CP?u8f< z7$h3mpx}h)jI}??Pp|{11dld*p#DAOpb@~7&K~*Q0ZaP@d6F3q<pXzl$Z`k}#!3Nu!k8QBRdT7Z>#Ib$Deal|mZQ zun3;XO$?!b6Y56N7lEaaBO1PSVwW9%_V)UG)OJbXd1IOF#B0w#wAmXm^h^$05@&OHx9=0{;zXHrHP-ib9uF6BqT#q=osvjNu@9Hq zODhzr3!R>~(j4~dwCp7saS1f(&T7pLm+>cy)iS8$VT@*@NlAU-s3D&-=#gCS*ZIOr z(33wL}!Yvn0b#r`VU z=&2|Qh7OBYxKI1{GH|d4BT=U&e0)BR_HxJ>U-waN(?r2|NM#?p1{}>=Nu_aB7b_B<Q|F&4cm&-Y|*NV1gGpp>tOqxB48v>oxI^JaE(R&Y!M; z!3mw|exlH>vmA+{sz9gH76oK|hmFmfvwH2p=iwsTDc7@>XkNhmVrtRmZEq}2Z+tAV>m??HN+IKGW@hG|RdY92a<21s zTEksEZ*(C;ZhEe7Aeu<=VvWZ)*qL=3&QFOj|J<;957)YiOr0Uxr8zLK{r>J z6nL5?V@(>2bPh(#WUMv^_9cNENMnzv$9HV$ddNNr^p;FX_F@L*r}w)?$(;tnY zv#z%PZv7K8UcZS~QLQM+RzCB40(Qh^zZ~Tc?95l>98!`S++w_mZD_&#&4n_HU%c%K7o+ zDsPVyBY-)pO0D)Eh%aBj>fgISPxnIPUz0i;rSDFb^1FB*Z#RK^dMO4A8|S^YASS&uy*HPO^zxRy6v>L$38_L zMHM%IYEu4vc$vXn0xT_BT)kM;>VGwjjWuxLlPmChQW;KSukRNXFyOj8sIo*6E+mOy z5bJTCM83q2SG#eg8kNIeF-q%hK`X?P8J`axK#7Qm%Ha(msULbx`f$F2^COQThG_lR zkT-><$Ni*AMZij8)On4?AnAHr!y4HqQWZ13Iq+Vl#d7E(nW`_xd31cgr@8pn5YJ$% z?TlF*i8DiIE#rSY8`aol4-*#ru1AiVtC8w;t3`=a5!a@@Z$gnnn7j8IC`P)s%U9?95sKpk8I*Mb zMMWCi&lmcwY>!Xv;hFxas0CJH5|=x}DqGIGC117NX?$t#x@Xj&V1x3z`iB)M=@(YC z#i4HIWB^x8sJTHA-ei#Ax1eGJYC;4hBGBj`M7ki8h!Pf(G&ArHX_FW$^(GJrxan~c za#UJeXu?tW`s7CEX~g%~}w;94}WTa>B39Qi%d^q{?Bzwp?|o zz;|oAD~(ZC4{9eJ4G#KizI!ElrnTl{$;f^!@`NmgLA%0M9PEa;uBZzZ&sC8`lk=LY zI-<#uHh6Ha8Ex+|_ScOOPzo@js->n&#sD3hEv+`Osfq6Je`@l`3I4|-%at)GK*ewF zunp}d%ynL{xa+1mEU^pfYsg!rF?Q8B&H}Yg=z3{j9;f{h?Y$~8D?MUzLc~uo4E%H& z6Y+9YQw^12LN52Aw0tO5rgVO1aVW-L%0fd2(7mXa7ulU>qAT2?)eNOy%ej1>%A6uv zDmA+KVE17Wx_L;EGXqkR6r<5bLWZ=Y;z*nOG#Cd(KA|XphJcv$RTEd6465&X6|J>7 z*vNE0)6|%c=Zr#7fUQJroQ|ciXj9fVM}CI^Zxp!*GN%TBOPC{2RxLpV`7chPLL3xbXHEhwmoDz`9|PUVQ= zH;d~D0hb<(&mXP71-nE(FX}SWWV+fP&n>uLEit!|&MHg|aoUuuDURkWh}Elg4QlZ2 zS}V1jp7LPEU#)#xZWDXcY!lT{hsC0$-k&sZNFZ>=D`QEdRaazHKaG8adz-=xt+Seu z+>=dl`H}X?37THGP$3iLLSmyOpZLOia{aZ&t``zzH$Mam%=k;mMghbCGt_iWa#|>>*BLI(&j(SGpNB-Y*Z1 z7zU^ss1&Zg91Np1wo5fy$UM`s?NZNf?1}Wo)MbV7^|F)ySS=22V4U`ADrm_0Otp{d zun^He#a~M*SG<>*MUDj2p48#>3BYc>s5Tr+v!a7Bsz~dAOp9(G63_GPPc6L(6x2F| zw2v8GTuZq?zEJ>DzP>CB zij6e;j9FoDt;CoxdOBOCunrz;cF7N>NGYGjMN*u=f@07f5&X}^bMZy6NQc_N(xqkU zk=yg8s7nr*oFNTzigo&ZB)D*%_*(8yl^1#ax61nsAfByiI`Ko~G41)_(DY|9rL(c2Ar(W6Gtsp^G6}`F)|oKb=o#iyszNvtO3PF!1M}ZN_+)^leiGGf`4df@G!w8 z!bUr2DmGi&=kJQ`isKsX4<|{4kNpXGe^_(hw>Z?xG@lR_rQ-8^~8aFKsibM@3dRx30}Kv=zyZvyvPm~2$1?lHJa4v5Iz$@P8B?QEIi{q;U`qGnfFPdB2++Po_~Jn3?JKxNCcD==R>~c0Mu`N7g?%sZiML_uldH_I$qO z{8+Q*0|bXwL%ITjpmukLzdZ%*RwW#=noHIn&GlZPlkmI78H?qgSNeQ7?Yx{6$ajb% z4VZ84&0K4B8_ntt+O3@wz@qmG4A$VWeimC1y!YMKQY?|RiW*kJvze~RZ?>=CZO-?M z!mTkKMoo3^eBXo;@)WUKZ^^&ct8po=mM)M_rNp39V|icE)@*i4jKtwlx94`;3U)c0 z=~rio(cQNN*r|eXD?YA!NGvo~M|XmP_mob&zP|3}LL%h7Nf1fBgMI+p%w%%Rxp}%< z5j>`UN2k?YY@3LB{@}~w^I9+eh2Ql2yt8q&U)Ob)FyMKx$#HwkN26T7e9~)o1jAWx zg|Q>{jL-A?yX{AKB7WU@`^79yt#wA5{HQR%rrLhCTEjsFVbR_5xr{~xp7YDYr5<1K z&%egHp_%zD`eS&IPkAnbmsbWn$cq{+xIETwc>I#djt4c zf^2rns;HE*MWwK#wH6Zzs1(vofVmJ2p6B}W%BzP<6OWsNxHgT}26!TFRagvKa-|$d z0R{{nR~xnWx%_iRA0Rdf#p3hia`J6kbfyt$c&7rmG110CZnnmcs1gR z1)nU}s~q`0Wb5-gZ1^Y8s!20S3^3Z4I_Dxb+O8C2++Ob9o$>@u7%kUXMajjzakd?K z|16M;C-ZVWT&T=Upj8p?IGdH)>I)~sV$hBCxZWF9hU;H%QC2V4rK!|!k550+KD|A4 zyIL5C0(Jtuy%V5){LZjOCY^}x(tyz24q79#Mt3w{UYd+V$W6}I@hHydb)?}w=V5sX z^Co2oC~&{rl6ty19FMtVdU*Jz0G=ED#YF`p9EDD@biTaaEL-b(Pq{-F0w;%16o?rz z#g8P=sN~Iiol7k_?dDA?2n^R+OzzC&%gp4cby2J3DhMQM)mn`9h9c!l&y_gcooKb6 zo0%2+V`>ZY`Qvih=HNPZ1r4S+|Df6jg9#=HU|ep%@a|FBs8Ff&^+{oMt4L5s0*~a_ zG`dg=MO1FGRI`|V@wl>c$7fDT?CnQUbX!bJjQpOo zR#h+CoKm?~X_9KWzTAMqcf(^r6o_e1>(MBE;dz=PsQ;zv5``7&npV*{O6aI%1QTZK%149&Kw#x9==1wbZqpMHC9 zev8Opw6g3P6ccKPcfXSf)*2)86MnhCv+P7VkAi74mx)5=lUkajfv zW=}PMGU1O@`_(3rdjrls>xGKL3CU5+k2|Gzr)D)*O6!gGneweJODs5-E0XOUe(!HJ zfMazWPT#gX*%W2ZyMyANFIl)wx1Z;3!sf*CEd@9It!}OxY{@-u4p@Zp8CA2gyqDf& zE|Wn4+pzzxO_C669y<9sp>?ovZW`gwJf%`Keb?s$sB zDcwiDxyPdf=-{C?Gn(2UxjOHBKRWS!UUMr^aZ~>Sk3$bs-De3Jj~6PBZ5Ino2IZAy z_yiqa(*^v5e3gSh@4(X=f!o;#6TsKHTd+IE=gCrL2Yz=X5GrC*`cPWS;U^KFXI+c^ zO>Cy`Np2#X3@6UNtS2VZaa<6tUk43y~!c;AVa9JEfqci*K-dN{m<2q6JL zWu;nef$4BO#n2gzss*Lae3{dRpkOFyZnOcd28_!M(^Rn6Gy5E(3~h)p5Qb-wi28A- zbZQ;^`51dMgU>=f)A+!Vfs)OIv%_$m*>C|EgWQf7F$QI?)gz^K=Vb3j*drn%SDm1*S;&DeUw4r z8jBv;8$KnMo4h|!oG@)x#hm(kBMICbMB{7b>2e}SE^;Q@i{`pUg=(zh_P_{m`=9`- zz41Da>q1vM6Xh82WJzGh^6A_ZzcD8d=Y6ZF=BleTokpYf4rG4yTv;H@F^l&o24*A+ z!U-0sDKuZ=8ZEEvE>(9hee;0<2zDxqMAe)wR*L{%u8K9LE!b>Rh9*9pjY1=m%;5FN zv+pzjj7iu5#(^f1*g#3B^`q17?H!p!%#rOwt<|;p8qQ0d5?MRK2MFxM-Yox*;o0c# zZzI9$g1gxTN0QpGWf?jKP(mhs&7Tu#!3^|7(msw}?T+SWx7>|VN5JG|E9cBt=vlW6 zV-ME8h4g@of}=xQcXQhe?$_ZCyGn!)x$e;;xnL?}ej?*bga94w@a>q{yXJ6p3$1Zb zq#;VAQ=1|9VqB6NBM)AN;ZQqXB+kEy7&NIqCr?u4xj&hyfXry5VAw4zVUln z^SFij0MDhM4q$B1ILD6jd)sPmQ$0QWz+Mc=j|@MPrurKFX+#Gs{rGIHRfYru%Ju2S z>NNgUm}WeN@KNRmo0aKTTs8z-m`d(YylsikF23t8k1WQEOnfu%D@96AKLUE9o5-m* zvVF>%oMQaz*}NKTmQQI~JO_-3v%*T?;N|t&+?5c-@uxl@7JcxVZ1R?NtikN{41XR$ zsx;x7I)^`Qsh5W8s~C`Zz>6JEqe5viy=i}i4ob;HE}cl5Sm91@ zQkNCz6vRSq5uHZ*DbnxGubOC;ntt3qh1HB>ExW3)-FaDnwlUV<4LJ;pu|qJ$zb_1> z_k?%TZ|r+@T|Lt1_obZ5t0)1dov^Erm>fz$_bmGi>};@2@)BYcUcB)HCIOaLk%olI9}yeU^Qj}FZ@Z+%viBp>{keE$qVi}i z89x}BQx_KA2lXn^WVNrP;>4T$pdlZ&O3N?>USDbnvpjd+C12FMp|)OZV3t|w$*{8m zj}u8c?@miU8dFFo#rA~2%24gHBHqJ{te`m5PdKiTx^7{q5h24fbV-9IBT2l1d#%{5 zx6vRa*55hT`+4Wn3p*%KD{c_9+f=Ue(6~`G1$30sQ)vD6eT=BJRy(zF=$4mLedyYN zFS9)`M8aj$Y?RP+*)#&hB34MCjKYKCN0v38YEh#rr|zb3h{rv_;j)bFlDpO0rNqB{$gNB;TH|^P0Du}d|rnrf|}5G=WB)ID~m)7q1Z6|E)TIDO+iPL zw$S1ToBQ5^&D9%0(_Y>uG-w09r=2#8O1WZ*gtU7-v7K|xR0=6&tF_`I)4dXTnNBMH zDQjvp8V!+%fsJE7xy`bnC=FpIyg?X&xI5D?vlDw&JYZRqExE#drpw;qy|iER*(@jPYjKo7wU?-tI9Oq7=@VL@1m9C!9$3U5Z1BK1u!^9(vN*@FpgSL)GlW9b?vU#Y+AWEWo|rCe9sFrbnQ0_JREt`?NQwS? zv*Ab|bRe^nSxV9fA7IuvggGp;4|^~Fc~5<*h!X#!r;Fv5IpA8ukv zOfwplmb#O*MvYeNo;lMBCz5W}QfxIBa(7~cg9U>@Asnl?(1Yn58J0Ov|JH8OT~r)Y z8l8f&j^r*mun)M{&4m1|3 zK#)#=o`-|ed4mIZ^T{N=`C_ft5n3SeTdtW)5Rs5Kj~fmYHl*`2k3&pIKjk=XlQWsw8v#K$F#)W<^yn zS#CaUWQ1>%M5A2_La+AQs6y}9mz^ay-J`2ja8?cUlwdBSW&onYd3?{FBWeuq=W=hq zzan0Ohv77rjHJ!<9QP$Ut!sSf9(V=qtRffEZI{TZbQ4A}ek=~KX*w1*EEdFzWepoPKw&r$g=f>-H-HVD`XnAQETHrspPRn!61j{;e2jwZ#FB z=Z{Z8`Rn+0@oqOdo$sSvP4E}}{1Khlkqj+BpBpUKh4<))^q`GPkwG*L*G8m^B@0aG znTCT(XQZQ$-wL^j>fi4LJYIIH(cKIEUkV`cNrReXctqOU4W9iduYTjl1@V3DKCQTx zw3WI-Q(6*TraZU$5l^>AsaEA!Ot4>5oa*pSj-#rSiJS23YGVs%8+NZbY;SnvoOUO6 zXY2aH7J`WQz+94x1E^hynRw9m7Gf$Aq77!9`{EL}0qUeLgQ-XOK{$$gS@^i|dUAR{ zw3<~-bi6R&Z7VZ3ijbHkAr?){xyM99o5J3U8^WIvxS#Ki+8ch@BG%%_slCENN5=@7 z)vZ*U3>7vYehv+P**@>3Zg`$ZP zs6?SCimTn(3v*E%Yv00m4LOKDD+c) zI>u=uf#&$isxlp~M~7tY#$of$lke+p^<_vIBGSF3jepM9= z;Uorqd{Q(nhQ+X>6Qc>&F;lPwk+D&P%=ydD6Mhf$UbS7xc*@hpHPCJh_Lg<5ZVW`% zm}phyBNM3w1^_+OYQ@+Tl<8kTlD zq5PMd;&X{@LW^=n|Hg(jcNk$}{qayX z>JP;eyUYIS1~`c!EjrFjK6FjoZw#F@$-gqQlUx>=)0nlp){76cfwi)7ix|Q*9ZG2H zmQHhD-=JRz7CQ;xJG^h6bv?aHgN*n_0(wvC@asO?%Pg$P`*Y;nX7X(8D_TC{Z^dIbyKhS7=lq})R zFvP~VKV3Kf=?E8a9C}Cy?a2Q*mY}E(e{j!$w#I0tpKUzQL-vWA^LN%JngCXdiIHNJ z!d?our2VJ+MdnYgFYZlg$yC1`Mi&RuWF8N(wLKmx>5v*pKs6ZpD1B=k{A{(I?f^>% zZhlGIK7B&vEi_#C5{UO%T}YW+-d@k)tC#6gKq2Dapi_=f!H9Z-Iqx&Z{<0WH#6nEk z$K^9`ll{TVt~)XME!LkC+5Pq?(dBGjZ^mqd5~pS-*7cOfQ;n)0?}(b*j9R%Zfm|+y zV`{%Y0_#cf{%kE-A(bPU4X5V7vr?(FLAS;G6M5k#zmX)!*S=@Kk@TJJBe~85FN@ua z=(Ua4{pmMvh_45e^R_GFw{LH6fi3ra{LbI0(J50F;DAPL{F>LDcIBSm?}308H9R?p zW3d^^5TTwAAR=DVxUD|Ax4_g#tcd&_wO!W}Eyj zPq2{bT&N&fXF2V%9*RIz?8lfXK(+v+%c&MC565Qr^5y8p(R}0cx=k{b`u24)q_)Q9 zlJxN`l)uLQmv5Be$Se+v%LPa`>!cI1ZC4k`m45jTFcOinePr`(5}hFP=r7gDjOx=B%l8l&QIBojuJ;|Z=QzT2j42QtQMRaXZ z$mBnB>X8F|?(w`HPKWdLwe&A0jyr)HX8HZp?Bpr~k*ET`yg(LI9JzGD6uns#?wsj` z{~Ic&oo+Y|>lbtyWlg(Z9VT}B!hLA&K-LnycAKcD%Q-EO{S+r00xSJ_8f=Bk~n;n_=wa+^EzQk`RZpBiW1e5N0XL#2Ow zmEklIi^;NS3a?|@*bhF5`3jv%85Yf`c(Eu{wP^fBIs@Nn^<}pQZ3h!R$E!RxyLn;l zMjHkh%#TyKMcAfQNnZEoaAS|LJV%r~PP5on3k~Hj{5~c0dL6TxHvwFGKE@}d8ny?P_@kHGVYOqGTUrFH7ah6Lh zQF*edN+TL2q^TVC%%h6xw~g_Ik`+*nM%lRh#(8zN*D1~Ea3~604nm_DA5&9OR-2uM z4}V(Ry!SxBjhuXPzAd!e?77-GR5_d~jsRlwnp^!57H8X1a6rDBq9ofx!0WSAfZNsR z{jb}2a2T|a_4a45M50_u7&P((RcW-*?<68wwl5;UDc1omokY!$&Rv%r2(doR`N>7O zLbsWg-C8v{7wTT>(pYRa{pAsYa~O?E;V^Ku^PFzdfOjE11#>)gL~1t>g-je?tI;=C zwNhQ|=%un@XCzUj1@Nf7H=%=Uv&o#JQfdw;*3533ea(utS-)yrx9IK>$lKO1kTzmJ zQfX0@vYL5N(aNRIMn?^k1=sKJrU81tfP>;nRE%8Ko&+nsaI3D=isnyoY z%hodZ74OHN5b%cQN*Bg@9v+{hWAuMX6*8>lc{e)&kqB{TJS@_TE+97#Kxy3n)y$mI zswU6r^a=3#4g^=pg#y7***~iu&NP2}xm&Sh_t#M6vxl>s^hY{ok9~iGyMSdv+Sr4$ z&sQ`Z|Dl$;q9`snoXJ?(bshtB8g4v-0|`DRn55xHd4?dHFClPG*^pR8=vFL}>KK*{ z5-C;&)ST3klZ0zKm$`$=S(1)4Di!hc2Gz=y2IXUI$DA+4LE8BZA+ z>?ZZ?!5I6B?LZ5ZuB_2FKAt>}TFQ8K8O+mxBu0C}rDp47E##&~+qIX%yGaRnu?0K6 zFifu6cC~{;P%#!Z?QR1sB->!si z_|>4xwlbymANT^kGr5*cd5ZKZ{A14hOg%o4Jhd8v13DQbMd=J#=t* z>;lQ<6C_iQt3h*%fc(}toX*J^{?0|eo9~X??klU){UL628mQn725l}<8|JragOz3v zLrM&UA;VH#*D!2PJ0?CKv(P*rYhvKlSV7p|>f-jX=uwl2T~8KgI!r84c9kYC6iPh z+d?!ClOQxU1XnEf}Z$e-zmqbZuPRYpNEst)E<#k%!hPS&f(6IEC~0`)p@l%iMt zk2qQ8+Mk!(5>3_Lnpq3wrjww--+f-JRQTRK?rgO3zaFjP&E#mQJeHj%&pZ!i>JMt( z&edufQbxSdy5pj88WMvI_P+LDgrib?O~J1w*q<#^3Hh2ddrX@^N9W`Fvc5V2g5^!N3lP&o7F7Lnf+jtrM*u=8cjhOSscI^u{0 zx=e->q|jDN1-o}BNBDk0Ri3TieuF<$2LGlidr!%`XjG0}X|APJ>y$#+9V~z?PD%hH z%QLl14LqbKP?~m}e->N+Y|ag#PppJ}3u5olHpG$q&J>{OdK1NV*U)`Cy|BPIg&sD* zPx9#Vbd%DiD73-!tRgJmMX;6-SM3P`_w-P167`PKTAePKWbw9mO^$|OcSl2w=G`s-M>}?- z`hB`PA8Suk9-l#&z5UCe@CO&p^xw`3of065k^Ivt`VY}%Lky@^yDOR1{1)Zk50FY! zq!`TUm=W_Y>!vLXNakQHk;M%8S9A}M?Aj*g+~t@?e8kjBsMzEMeaw@op%7>ixX`X(m@}Qk9jpk z^^^SpX8<)^n*dbGFg%+dQ<6aYW1@|QhfRLS1h_YHDReDN8uT2SZ+KUHpIL#fO83x- zf;1qU_qd2``v`Hoy7HOr;VNsQSLWafT|du*5EU8}G@3F51lP?m1!N^!ZRv2H6-Rx<*+J{W=S{u-^azbu(41!03(?W&1+&tsR2t6vl$q$>0H@oZ+=*D64z z_mlUIW!MNe(3)s=-2SqD52Peq^(PbTFy^ar#RJ#0OppR@L}g}WuBm4#@WxKvQ(2Vh zXo|!YCN+KY6=rPa^Iff%5u{falf2MmaDN|{DZ@4at&OFV-L$8ZK+W&(|d6egpVc{;uBdv3=u`-^CfL`-T&*%=DI0hf4w$#i zW_F56_|Wgk0wg6s(#I#(T8^I`ztDfm(|eBApOXrA!FX!v8cnK1zJaJI;g{XB`DAv| z1Vaf+jRU-}!C=K=I(@63tA1*jdAT>C3(X0pNIs<@ECA!9G}^JW?(>yErv8fYk@nZ!3B&$mT5S4CgJkr{ryW0{**UVFilpmSqNky` zg`}V&rQDIrT&Vm_iCaCs$nl%02ki#C+?eR0u*Q427YDt2;<34EvHWwYTQ6cN=&<-WjSrvx1P(Vy>3Qc=D0 zkta`P#zhmXj9S>Pz?8|NQ2aC>OSm!{l?F0M`Vv_t4XPwv&zG#tTeW@;umJVyNp9uw4ZcB;aBJj1%@p-TS)4wGe-{`*hHPU-NO-J6ClBg;(g zLrm>2j=7XIubBj%IOZ$S25!@X!plp}>-eL*McV!{15{C|M=n$In`dB;_lu58b-VT{ z%z${)$qc!iQtxDHeOXF5Y^o1)kNR!yBqDPVpG+5_(+SN*c9y14r@Mo1Ap+ZC9&GCf zLnMB{piv#)KGcj^lrIwv0j~u7SScHYuieR`QTc<{wN&k_5sT=aBMQT=vs14UdRODR z2FW)APKPW`%rv9h{25`X^WC3+U_6zR!Y@0gg?@t{unZ5X0zKc$2d^FtCiXSejyGw{ zK{nU%IGw&@zD$o%&AP2{$@O@B)P+^2!#Mw}?*6qoCQmX>cnf&fJCn_Zn4t4XnNk+k z@TcNjemB@46ld=0)YS7G9H9&B8cZcBa?(XjP?aZ9{X6D@c=hm%C6@*GQ&7ynvTF-jkcXf(pDcPnC1R-8ThsicbE_J15de=mwACg4l)H#C!XBmi zHU=4&0@n|iT1wyAHcA3!z&p2#t%(v#Q;oacjXv0pL22ZoNmAq;>3aubNdJo4F7Y$+ zAUIn*%!18T$mjVf?BA>Nth)0-egr;`8(ADiT?+n2m$;Ai8Z4Kf zHPPv0N|DF;q>wjE(l`9YKgfs1+A7_1r7>107i zj-K>{>L<=#vSDyp6CCSndH{+s1+XVw`E?#cSfbo*aP;b>HN08Ap7r;afeX^p7yGYhYRb-PaStgViYNZ3zD7H_NO1=J81a9 z#K%8znfoiLd?Z^MNhParN`|awj0GSMp;rnE2g2K$U}$F1jB)zn*1s!X+Nmz+0R`OY zbH*(3-*q-C`Pf;^3oc^?dd;r1lJE({>K`oHUQ>N(jS9Z16&fMBonHjW!PKz@Xf#&u zb5vCpW@(gl^isRDWIgcw8!D6@LQ(4OIfa#H~I%-H?kA19;BeXX7Rnb|b_DA%FZ z_>gmW=KH7+JiFS+Z|MT$zDHfiQPAbCq#{K0DOZBIr7cQc3u1X>8r$&cd_z-sDU0b( zvzz1L^FN=hsU*vdh2hTT=F5dSZ%8@sAX1;|Qefa$>xB~u`JA9l7T$LA z*KZ7^v?+wpZ#z%+Krqyn(X@PCf}HU`5i_Y@1rPn=)S#9p%7a7Q`8A8N)SW5*gH8hF zD2}C0dRfql-2Wvbzy3i+78`Gq@VEVSKzPMP+69?Ux2xRzG?S&z zYDzT&P0_$o7GPHU{mSofuT=E^2aRBky;gWA*dVBZz9n-%uzuSbiIb5lY9-6I>+p9k zCxY1#L&lv+6(Ht;M6HX$%QU;5hwAVha5d65bi;U`G{Z(qo2vlPpuVYn_H5U2ifAfF zll$|>)2od1xE!e%O&-X8ZX8G(FLGt|W&-#7%jE;TVNa<0r*4OojOphV^Q^7W1U1VQ zz+#C0^aE3aT3PkGVPh7O3rfB0^-FEu)`*^@ODeNYBSYd;MF|x^8=}d)`OX_0#L~4n zREX`Jbn9qeYa$3ev#~=+-F@hJU5=Gb)JPMX4FBZi)4dl^0N2{AGF=Ni3GDz98R2ZH zQmNkjmFYtDDr`JF4KCUsTNn0j`$~#QYfmTv?cSEw0FcXo9YDeQ-9L~tUOT+&e%S*l zx@N{IMHS4?Vj!LzLN~C&<48}dCD6y0B`+TmB56^bD1T#87e_zZ{^C_50@aEa2FUib zoXM3o&*BBTB_UJyde$waS_y#mFe&=*G^Q1%lvZaRB6@E_$Ij>~(t!7YT0hq9GM+Js zk*8YWlRh`W2Zwq$rn8Y>`&Sph=Y6nqE6YEaQ%g;$#bdI{V?j|V z{~LvNI#uVQ9?#!zNQE#O;WL1LF7N;aG}9CS3qEuu;~8K z4;;^+#WZR1RC?O9*&7}WB*PPP&Xnx~_}#to_}Ny9G(_2qkrsAYF&)X55SJRU*Eosk zRT(aqq++O4PL7~sz+Tg>DeXuRyJiU^DO+6Ih{}Lk^C4YB$OEpO0QGjYSVOc|XL;xo z9uvSI(zC*oXYHF4`7O2i5dyC+7olmyVND9X6(Dm(6>n2NMyM-pTKLVP$%} z+jE*{AnSxh__}{$r)qu@DLe15ueXUT@NGU;yxwUZ$uREzXZU;VYCvyhkcxRXPC1U( zfA2VHg3njp=Ir73a|lHx9$hr}*JF<2%a3nHeUZ8(g6<6B0!1^Pt8>{tdqrYLbjF-cI(lq7WxbHDgcV}FwZdc<#D^H<{YNz$<$p& zjT56Sk~1A@hTX;j35p`j@f2#&lmXB5NBTj$cXCH_53@4~C6{y3!4SJmHtp)8ob%Xg z1+sKLytdLUUfWdPah4+(H3^!{U1sgEV>lSN_!HSv)zWO#UH2E{wn z?kUCO3EqW!=>*P_1}f_$4hNlX9N`z$0H{09)m>A^CRTUT(tq-{rLJrJaCaMg(5r`b z(HH7B6seDkDiDtI4t@Q5X%!U)BNJf;dhm(07T0S5{JHz5(n&(EGc zj#^4$n`{Zxlde@E|DUKKZ-;{77l@ar?6QU<1=2;v5g%k|F(nhY8F~hAl9j^daoMKgB z>8>+d7SD5>%Dw8)e)12hQ2Du|)V31Lbke`|ZcPV#L4&*=l_l{R)t8bk7hP2}WEaC% z=9K$`ovABtx}JjAwHjy9oB$2hS!_EL@ky`i&WDF=zb|Fig2ad4e<4Z#!IaG6BPLV8 zc|&!Uej(6rv!43>_`B3m{?bG6TjF%;2%tIx=_)K5m@<;8Cq|1teU0V>l~9b961%&0CEHLCjsE zlBEPRGvtEX_237P(C@*9%U#GAmyJ!;&Jg>uVI+zyI+R|666{kP!F1vNEA~Lb>?^Ss zH(;VZ;#1n&bvddi(FjiQd)&e$wGn5XDbTe@t?g_TwuAg!ehDcaa_L8^t{E7MCJV{J zQk%Ae;o_Cy3>yt)ZGU}Kq)>MIBjlUKxoy!JNfH2!u=Y(1Z59WP<68s~cC@HHDaM%@ zC`{m9T@SgQbd%&eB0Yi6LSNP();xOzq8*Duz>lwIM7>y9O}9tm72ot>W)DsupR!NA zT;oSoNA=!pC??va#ly%)#t$b0!Hob2DLSOVXdY?1QtQ0}H7g}yG0tgGVhWl0ls@-Y zN9Ozvy{-XtGkC5SObaAfSuQ(4$rypEgQeFJm=NMPplU#Gf8-7ohY4BST{a7H`ohoe z!ff(EWX#HK`o0d!%mIj5j7@Il4F6Jr|KxHqCEUc80mE)Gg+M%eW^=9So@xSaBEv}^ zHZ2+I!eYkJ=PAzjd?ZI03&LZk-xK6)eG_E#G&jzZ3w8MkmtI2^i55A$1$_-bF#R7t zWT6uvf!RNnsMjp?jKh?PJoW9CXdR5h*OS3=flv>TV`=NZcH}K7jX`U(*oLbb*%g!U zx5e!%Q(KhGvFRjE{!7UmK4U<1bw2nEhZ|DD&mNdAr2b3iBp6OxtWf%r zKTSSE$RGpN_}8%$-)Du1;<7l6j|i8_6ip?A=fWw(kfbs)siKthxUT^tCBf#Mb`VVb=Fdz-2MM6d81-E6&=$X4tCggco53?eHK0XIic(`<=Fy|{H`)mr_)wsQh-+wFM*Bs z3q-`6vogG?g`LeU9z|dBslLReL*V-;##_Jn>E@W++%zgBu_=ypwxH2?u|-d7HvwYv z`OovqruPq8G4xCGBApA}SSh_FKzCCL~N*FeR&#cZO}eQ$TRPzv<_v>5%s*kH<9CU3#V zJI9+I1M^~k-2Y#!7co#%q4qM*Ncum&3Vd!0h%TL47SY@P&0!IMgdqhe{WA8yfa@CLUk)qt zxsvF=zKjO_m%~CirAC8)Q$^Ak@R`Q25hDivf?Cx0KJIoDUhEiA(uijI8$$BciKNNU zb*6!P5OXIc2SCg9q<)XBsLRaCLs7E;!@g{!ds{11e5sG_rURO3m{l<^hn4ao1 zLg`na5ZIGkDM~5I2ZtEhP6%rCe!BSCYVY_I|DOhS~~6AJK<%0v>7fl^((Gg~$bUZYCom|0kFi z0-;L)&d{HV-NgSAc-l7s59aKS&ItNHsk0>61`vDw{_%#7{a;-e|L|d4`2eShL@$Wp zzwMY$M9_7LG@RBe6m>Ss4w4%{DB@yQFL?{t9Y>keu=yh}TdGqB6c8YTUP*YVd&5cV z)D1oCfdUGL&7QZ5gvZ6OE@v+AZh)d-b?;F$GH{Oh{!j022(Qtg^`+g;kOnv8z^Q&~ z^g?^2w%4v7PhJE>@@Z{6OXA{;d{tvpSf!^}90TNXvQjgTEArZ>^B|d_hz;Pn#LAt> zY}&~rfN&oUu2V{g#zxq0zE2{aN?_I-z}0h(Y>QP|mn0GNW_T-LUc57U1BsQjy}Z7T zQ%$Rhvf{p!Tmc19sjYx60M+B-V7f^E7E%W`>cai((5s!=i(#$e3flm%kYl-*)i}oy7TsAEyBItNAQk^9Tfu(8T0+;sJDc# zQxf93k$FJhRbWTr(q<&&!24YfytT>NS_YG`)yWg=#bfb2(=q16pZHyeTK;cW+Dj4O z<}j#}hLk2qf>UCp)V~4qdF_Kk4IiG}-(5c}THS#qNdJVf-vhY5_b(F!%!L!-f6F{h zdI-*1VmX)4z@Vy*Q~;)dv= z4fS9kCQn|6>DEQ?DypcA5neG%JZ@70Rk|zUpvjX+i&tpV63{3FUeXR{2g2xajdwx| z*o+T2@VCD94$Pc)c@UG}VGqPjFTL_t>uGY>(pk4XNdxllmV>Ik`L8zpsD{&@!c-~ejznezz$2u(#RoLPz@bFlT1>}w1|hoB){@I zYjaxPYnjNVyqm8wjoG7Hr3%4~k;3fh7lH_c%AyhrD1CcFm@z5ncJXO<7~seI-~RGr z(Mx7Pj*w$F*f44#(Tl$?R(XV(%z^t$j~%c6Nsm#JjeAFQKwQkGROS=!l01?)3UVNW zI7;R1yh*sR@6~nn{W^A=PJK8e^8QlP7GN!+xyjGp$?CG=Y0QsDQ#4x|^Ar>^aLnss zl>e2*{pce*;a|2o_`}fabyJ=*4$5QuTTa1iIysxc5}t4#@luD+L+p=>x{3CPLT6B2 z*0;jax8|2(9{AiAp)bhdX1udydI{HroYDYAyzV1h_;NV9h$L?DckR={gj);w%cKLU znAj%*AUm@7RF*RgJtr409v_TTc!KMs8!C;5G7aYM>NCGAsbtZAPO6!rG{~=d9Z8w& zb(-2)!wI(hYf(6J0ZvyUst3e`S^+u!7#;HC5w=upihbdqa9CWc+l`vXz?j`-3vffw z|KHiLL?6SPZeTZkh=b_c9&7C;Y0Wwd^n5bh{Bvngwv)F-BE}(mkE$1&`zwIu^80h&27LKr`;JhT~ zYmz|VOx%>uXbLZLgX3;=4d9i(!cR%Q{(}d<2=Y2h*A{DB zb8dN!EV;2+Y_UKlPv}}=4@akqptr>(ZZ^7QDy{lS|4J%_FiQhVCOSLHd83l3IVB`~ zPU@t%&2NIl%k0*Xi5uzFN~J5e`kjKUJ2C~U#q=-!*h@zx8^#}oE8+FfVJ_~b)kOa& zjL|CsrmKb)1w08k#sy!KfmKU`%WLaWlZ##&F{KWr4`I%s`9)wwrSu0+nc?}q%oc~V zHap?>v^oc2<~a0r9axGBoL@g&Y!7E$zUfA~4nrQX>)^@6LJ956mX4EFXsbVCGablY zgueLrQp4u5u_a}`R2-yKoOEc77Zs2Ru3%!H@pChPuxd%SHoFWou|3GVApMAplwnnCxv1)$ zCZH0}q-UTRXZKm8;nn&N%l_=G>3xl!Pf4IA$xk2(f{#EXXs_g8GHQc^Js6BadM?HG-x}UeFT5HoF7aDR@jq{;_L#xae&j7}$5cR!FSgozQgVht42a*)F&0XhHww zxq??Ostw-8G4g`<>WNg7`{QcQ#v~OaY{)3A;zW%V=(_Pe;LIq)qnS3Sy{lsi^hYaxEUm_D6{fNm6U9Q%^ zG9HYgY$EBF%!w@qc&o*rFkrS0IjO4yn`NG50|D-Idab_;N9UC)Kb;Girw`51*NqyJ zrf@1|2KwD}qyZ&Y$V@Du>B0pH#AwS_Mu0j2{gChhQd! zJD@HoH2tK5)Ef7%Z)oSmZQ=M`-VKO5o(#2rIL&tG_>NBb4XkE*a}j`^qWPgnrW&{Mc&;X1@_m0%82Kds&W#|LcnA={H>)K9!)JnHyg`_a9`-fYpf$pW_N%3 zR}9SMGYG+DE=;Y1tu}>f)_!?pZl@PIU4zye*XgI^IWX(X5|4=6D~vh&7p)C$&-bpg zbszYloadBBOuznUD;cuYA1W5ymf!{A$x*;~8sgV9*A?|@yt=`wNpjYe>HBZHF2n?*Z7&`KzJP(&hrGv2s>arob=(U zuux?s4nQ~kj>ci_4$*(4z|ut8F$A7pMwb{xAFg&B2#iN=mHloarw1JTpzOh9njz>} z20Ar}o`juSn>Zu13n_>&y@hl3e`qZh zjgq#*?hq}&YnkhL*yW9CpjHh;Cvv5-mexTg1Odpz0^h?}!69@(U}48>kA?>pUwz!#dfrz^wkjkS@WAP*j}R}+v=KQOKb z8`@!m=s&HdJ?$5hk*=e zu$&fnnhAO=+?<_IfPCkw*2`Hp9*Ljik&1kcM+&Y$Pk}?wP7g(4q=P0FTH<>v%(EoP z%45q|t}9gG=WM#q6+x!GWEK`q$Ft%?YYf^4eA1FZPGHCT*a61pi$wH8O|-r1D~VK^ zKuT72hfUF!3jY&zO7dc|$LYS7v`5EvsQCQ|UzP_{C=G{aq&&91cjd9oL>w93K1S3G>Ss z*;1-F3SnlA(;ro<<=W3-f$*ecC{*ukTbtRI`t>i~{lF~J$OSDmhVrd1nF+2ih&O|= zkPu$9dQ`z`&Vc*rRGuk}-}`w&F*)EGU7F=PTxvj z#4xg7lJA>>JSb*54zscx4oPz#1it_9^I%~(*?W~!@moxNXY0Oan|K&Z=S?B}1YU4B ze;k@`yj~N(3e!GuQ*k^knmHm+M*p?rqwK(nOZp~oBZODzR69;Rez)E z_ptV6Wi1>T;acIbMN`wft7A>NN=D<|m_ZP|>V2hgjXyN*$3I%&_r`G|K);Iys0eQW zm5UV&TEwh(!#^h$C-}{~Y`HzHzB}AD(#WmB=KHnYVpy}}&VWu|yQ;hrxB(-ik^L-Y1zb<*+n>x(fMqbqM!DZPI1awr7W| zEoaJ%b7^kP)(QcOIBO*gvU2m&6)}r{1NT)2oyHGlN>;{>{*&*^khya8^`K(1<#=%c zO14}gXI83`yZ&pdrj%37h}HIF{Yg0^S#5447M-S2Wq$f6r);!#$-lt`C`^CPFKw+@ zjEdq-1Ydn~r3~q?R+dm$x~M(RCrw96PkqjK?ix^+Q6R?78MB32$jUD+M zpwGY2>-*AUOh?7wdqn`z9HI5PVm&E9u5jF-W(ftkPh~nWI61~R_z&CgA`@lWc&1pw zFIK~kd|0_f9|l4yMMdc4@pArZw3EGEi#^BNxI>X@>Xbx3vK+EJ%RxYra^b{{hdiU__n*_JLopiv$AB}Yu;6^mQAx?$xm0srchYk(d`Ex4yTgSO#7SX*^O8HgDz(El8ra+SkV)y@D8FpotujQEY^U}E zIDvxlA

XigMLw10*F|95n{Cl_5W4%710e5Ig`L+L_8ax<(BS^|jSH;kAhtGYR;& zC(0Ktln-m{q1~To@ZUt#uZ~(MXrl!E;(xiOZhxbH&5+UP|BC*#Yhk8~oX;S*LH*ZN zzBm6RqAQK2{rtW{nStkgWC=r=d6)p;ydrSoe=T;LO>}!8DRz`E6P~>!O@-KuTm;@5 z{jD(k|0d~XoaY{m^`S)op{uiRe^Y{iv%_n{8Vy+UfTSx{OMq*TQZ+(J>er|CReN`x z%E=9hd4dlWG0+!EB1Qx%tf^ks_jt(Ih@=hXaA~t>Y#RiOx%kdGZ=h+4GJrUDIza%V z{r4ZCKS0zE-TuhU&=@K(GReIBk|2u{V^P7IyyP zIAG2`w(AI4MKhg1c77wT`hT;7^|)w8=#pffhk|clC+s=fC#kAv_6y8Qb>}X1U z*E1oYz5yp%r$PQBM!n;0DWA^^Umt$O$jk#7BEM0P3{p3MKyyANUR3Hr#z+LN5*jXX z`%bG&+Ef%#i9XWMtCl+4<8>V0t~OjwWV^{EL>$`ig4N_)2FtRZnmzB8TJI_Yo^oPC zB17n{ZGhXKQd`ISO2=6nFCMjyaLG z3?pIJ1)8xeD6!Rmc;p<#*}*jZ{!&R(_F(L1Hlu#>;{}(iLb;Fut5X&luRZ_S$;0WgDcUSuN$H;+SHp?=yjdg!Fo#pC99N zwt#-#aXSXUw|({Jn8R!if2mzP-iY>Lihs21O;e4{10WT_4mq9GyXPLypRi7Tffw<&rQO zGF*lB+g>XouxPc_M^dwNt80&98GIQQ+=irz#SQ=?Ebm+R{;j()(?TS%BFo| z9WdZgK49?)4HMkwQDY&!-WkM)5z18N zB2K1Jd9@kQ&H|?@;MN?D{m8Mi+)jTMPd1~}>!7IKO>jApi+nI0PPF`mU8db4jf~q; zRV<_wh=ph^1fj5LFE@^isrg-N@)53-O~#Ewe*AVcs!Z6=Rn#ma--`$8|q!_ z2BK1)v>1>d&BbFC*xWQt^D^;;ekuBN{uK-8_Y1-0V)8l<;?mem3k5|ZK)`Dua3tAk zqc&Ll?oI=7^zZLE@+AnlY}Z@)Ttq$1J`Kre) z4vss+d2R#Uu*W`Fv=}vJ(=+*pL-USPGEyOcPMDcF&{-+QI_vfDHXUFd?8-3IQ+Wn3 z1l(WoO5iYg%#pT76Cwr!&Kuk=sY~>ll5UPy<-?LVvQ}?TGJw)LG;j=+Ou~3|Kj!|? z{pD1x*ZaaJ2vw^|k@mZ3F1|PVBbp7Kw8mE#O2?mb^9F*fCcj;Kwq{{i48+q~W0O|H zcL4kR`&UQv?3^*VQYj$=o+=A?WyT=yeY;lzehcvSNMek5IEkp4;r#7Svw^97)kW{? zgAcckZ4=HV+O2`AG)o>=2cqz|&m$)D1dszoF)Fd!$6C~;V(2cI0|JuJ8#}*5+-Eq* z{!C1%Zj-pBT1mPiE>k)07XZfX)qa&ODMnj`Xu0!Rs)f+2qHJh1Id3~;2}lLG83 z&pzG544&Kuro4$IlIy{Q~#8C_#s}tAZcJ!1BzIh$#1j}*S&IIC< zNQOy-6DeX6qyRpJ(0r9~4s;<3%O088SMv6?-w6bc&y5fox5}-nMPLB|@f6m-xET?J zSk7izX;h7+ws@q_aSgb9+*T$))Q3v=jV*&qFFyE_?h8#XM0Bk3+h|B!5%%O#yaT;C zu82k#+_m}7%Ck92bsRbs8u{TQ4ih+!LJZ$XxOoe$+2D%ZJ3d~>{!$cxlRG;>;Mn(c zdtP%c0r*ub{7uThzK8j0tBWdClbCiM{>WJ2 zZAZ`31-c?Ehf^8E>n|OmD6&X_1|FA}d*g=g_Xkw$?4Jo9$IOA$G!Q_>#%mKrY{^ky z8;PZ*gq$uU#xrTHmy?d|#WJgXJ3X|JE~q%%UDl?ix%KPnc^5#oW`NMnhPuOE>QFR> z_1=a^PTIFt{7*~78oOoz-gjo1*tK0EcaPT%uEcwpR^uY-~0;QCd zc(8v}$|pi}3zGZL-Q0}R$zdMphkYcZqbWW#Rqz2PkXW#SY29dtLv!Eca*T9%<|CSP z0u{gKql9%f=fgjwV1=_{fIPIEUXyo9M9!efmOdA_IfcjZTcSm4dTTVDxF)8}h3TsR zrRhMo8nVn}S=;l7jWR;1h%XMp0+l5=q3R{z8{Ttbu6FbdJ>N09^Txn$?wBZ8Y9;G& zyD3iK0Ej0jVLV{siK|Wn4ky!x>wg5Az@7;8X6#s*3Ils+yc(-}%n{UqL4vrqklmqq z;d7Z_sg$V(;j3k_!6O29A9QMzLg%7EO~TBGQYVxdiqH1gF&N5;E6hL)%*EUN_F%;F zokVJLbFPnT(U-a6p=RJ+pJS#(K4xbKfqNn2T|=d;g>*beL1j3sdY!)m>7M%*4MHF; z_-sWwo`JSQOa;?Ns$Kh1t#0J%{TW6kwzVE79jT=SX9l%^~RNOi_k+P%9V>Y~@rZaD@s}hNV;R zo%MvLweQN4@PG1IZs-_Fnd>=f=c@3MB;l7yzs&7Ih52260!u!$)7CQb+={q0be;|)yw5A}hCMO;({z90 zp8bi9g-f60eKAH=uKe4nH2x;%q^h3H+PC5k3H;$E@Y|fe z_@aHd-zvsK9(=X6ziM?~!6k@>Fk7P0FZ`{>Vmh6ASZl(1J46*IDzI3} zH%N#4^gx{XnXaI45|Ca^X$*#Tks$l2v_r)2JhZnnZrH2QVfZ^TaFK$=ZGdB;(Tlf4 zyY^jV^5DxeJc2G!l7L&$w)goe@=7V`F1;$vXhOzZ0O6kQd&bd5Iqq)^AgLHI0@jZ8 zSVcutP9-5uVfa9ePq9*HC-TPB{^V0DgVqi`piMjVIkWw;MCJ6$1acrpf^WsKD^P*$ zh#V!VwyhHZpO@bPDkoxg37t&bJZt#4o3z7R)!jUjb9@43AssX;4UTHZ-y(l5hgYjE zRW2pa2_e2Ln!PU690vNzeMZATLny8JXg4n$`LP%(joyWX<-N)jXR>$UDBzM!bkEhj zZPEuIE~@jmoTx;tFDbcMN5FwAYC#b9UF&OJjP~ z%JSWm_Yox&rzyes<*@|FJJ6j(f!)opNSHPsJr29I(QO0}T!3}Ux+~t@HZG0!kn38~ zrDpDNiJHeR^$~cEn>#%mOCw!V)6vu{VD(`))Y~nSkiY6HtQrtqGL1>JJLDf!b$zTL z(DEQ?`t33N>t`AUubUlsEz++#WF*q7uL^Wns($O=wK{;8k!uu%D{nql>?2vewG_8- zdkT7fp0@qDT)QLeseskpc)B;g%Sq+cXYzKNx_~xid*e+FbT}6!V)d|eD=V~sTRtpb z*WNCSAiz(r5>}pa#0eoe(_%Ln`IaOt;n}=>Iw0S5MG6y8l@WdLW6COBm+uF>AicAWq<# z?orHJIK0s8T%ew~ygZ8AgDGHrcD7l?3iPyEVfiJ~s9-O*(SD)Yq92I40S8<8;prIRSa7Q`&LsAMDC^J|Ry+wa=*_~lczV+VN! zbFK%5n9o-6s3lEwfjoOw({^WbR8sye{-g?0mrIk+i08~VGd~-eGSBlZXqDZt&}y)qc^1DKP%>7Y>oM#=oR9A8HOtMS7IOA%{q0y)jwPNIjxW%n z18a(1JUY?abjbfKlL^3jWZNn+$^6_ICRfKf9+r<07icbkKA9~m`l3uo{AOE+0ja>l z;?EfQmoh(8s?Uk>XQbrIO-{}^ynZ0r06@N;`elRz<^x05d(0Fo1~gw{Z@B0I+t?~r zDF|360$wmvyrf@BOo(^v+jsTf%P52$OmpvGp1Re0h?)m~ltI&;pDEMr;8pX_1GT}* zFt418oCFEIwtDT6QeAaSlP06zqmW7iMWCEKh(Yf-p*!6^*Slo2Tc%^#?6iA%EvH08 zkqCG{>~sXYk7aXP(@FMUFu(iMrkeB`F)b$_4-RuLR%eA_h2ufZJ~JCHZW3HupvT@r z>=}<{7!>~6JDkIa&m&k{{-H@@e-%MHp!SXsdk8trUe+$P8Pb9V< z<#%hH(a5spOYt?_sT!XQWGK&=#8vK7#EVpVyWSw*&MMok35N*t+q%_{bk5TRdR8U4 zYl6D8x7MbYT1BF1$o0>B_Pj6uCYWU$MhB6Nso?$0b->YL1-H@PaA@--s%ZO+ibK;QA3%d!md=sv3AA zuu^ujQepRq?cf70N6w`OzjU!m>`I4a#Bj|qVr5Joui3&bq!1pwQUmcKn_D=Pm-rlU zd2uKZ%@a{cgA;6Ty@*m18qsqMPbWO6a-_4DuaONY(NS#-iPX(_r0efrLn41WP7!C~ zAgRF}$hl=KqrZ*d9sX{51?%S^;_pjFhJXP2$A?cwV1Gs$UWx!3LtHQzT384T?Oz`# z=s*+-pQaKM?2-TZZ~y1NAb>i2eG#xapfbOZ|LZdUy4n};r}Xdn?97`u|GLWmT+<&K z8lA=;`cr`j8UihF@ah9Yc453bEHn(XhAA8tIyJc?i9zlHUj9%6v{;~2;LdMCt>v$e z@5zA&WG4tF;eP>U4^;d}E(m=*$S%qUc0z2sDC9^k_(mgL%dtE}3dO(Dc!n^E@Zb1R z)W6X3e&nHo0FOxs3KWs{B${!}f;L3S1Pm3$%F^KP!QT>mV2YLR_G!U5KL(Y}$Qh3j zK*B;o)l$MxpF`?HeT&%>$S?0eY`Y|aK}@JZJ4?oWe62!eBMk^xByHM8Q2#lAf4|Ed zIT=W7&VZTme-9K%1Tav*McAPJb6|lXAv;1t^P@N_Pl$*8uQ3NhM@R^Pks{JW@c-kN z^pDX+b4I9VQ25R3lFDg)o(H7#&?bO(hPO>Ci{|&hA%E4Tqs-0@^}9I$$(kg6UEBq> z>o>h#Heg4`eO{k;9r$-ZJMKW2lhj{YrQ3X0&ZGDW#CG>~mpz6)2T3k8s|JKves>yz zp?f>*vA8q?D7brn`eR6ZBb^k{?3lqX&$oIHkGA)t1h+}py)8g%=-cH+$l^}ZH6Z&2 zHeg?9gJ0aweA`7eFh(?ZZ4*b8y_?=C5OKSQUSQKnFV|d?^%Q6DD;eYbZq4 zQ4OiU>_M@l@$KGuOmA)FBA+d{8k+0^05JIDdpVl21c#c=ySO;oig(E z2Ag|UB$-Y|G+#2s3WpB^k+g(4qra%oUdw@_`3B-CQGITnDrfgj1z(>;-7av-2b1v= zml@Whh0b@=f(z86IynH{Q9AmaefgVhpU0cY3+y88Qu_RDZJRzAWTT-yv0EFREGP5H zg=2m@`0(1kd3US0**ouRXm-vmQBEGy>pN(o=%qjIpxw$mUR!vk%Z)g%Z@7f2tQdrr||jpgp*+7e3nV}_m!Y1H#^5zXr51#BjWyK zDo2z7WVt5*V$J8kfL<`^s`fzv)HOHm?R4L%v9R9u17M4xf1xBxC^45`#4J-vmewrO zKbG@=A?0cF@;lLKeMoBa()u(tR#0!{J2*`uw8kaP8%t1^uhILSuSBmZ@hpZo&p8(&FTPT<@K=a_Tb68 zU#XNG!ozGan}Nyi^$=Se2jdvbIWFGnFJ?B%e7cmP&-D9)DN~bqh9A9J*+i!pbbK5j zD>*CzaDAh4n_k6WmSj0_-_7Q$B#egP?e_wkF(vI@Y_nOsH8#(v+Ne9O7qR9K9J|3yA-Mom z`^r~5JT2ekO}&(>Gi3>b$+lwh*NYM3nTr1!e=lW6+ZvSdY!0SyR zNH{hkTVY|QzJ=F;re5Vte0?+?7v~B1dg&+2jbj7TmK1nMsa#9I{Y>ex);eE$TYBjp zC_7Xh!b=<99#p$?nXlA~N;^dWV4pm#W_5nx;q58>ndC>@_i|P*z^nn0JzIwda>j?& zX&=$yQKDHD?|ywG4rBxJw1MV1`2hE7`%4^>>wsWX8pX^{u`C866V1$lVZcgTIZe0J zqo5upRt_0UrRYm8XNgv2(AVWcY^3jjeh+Q>>tB;N+>pY6)_!2sn?uTJm2H0zgbGrw z_&RN&$zsb1hz(&lK5cf z!gHIhXnSWUS^jc|IX!VQZ|s+1Ysh?x%@jnOHMu1=`!3JnJqS2wA&$r8u*3TY(5qsy zZq_z&Pz-R~=IPIiS!$#s@WR>RDekd6Ds&6g2K?KjX%UIGcbkU}cDot?N8TPxPB`rP z+R-`R0AYW2+d|kSOc%`-c9q(O%zi**e|zwGNx zKUmE9daKucdr>J>8IDze2EDYie?FM1RxLsO<(oJ9dwBK=mjQiPvpV}J=x0H&C6UEk zx&XIk(al12jp`(w<>;OwWxYo6G{}PSOOa;KMsI|Km`tn*^+IZm#4Q&?c)4nOHHyL4 z)3Ubn-b8Pp6f*jvu;zX;yyU9Dos9D}_d`cZCysdjq`di8Fk;9VtH?5&^obSOrD%_&l~(u0}3yoJ+4(PEGF8H7fgnBwYL%noCMwJ zB|5Ylljoy6@|*jPD|HbOgF0Q$=P^Y;h=9u*RAVu}(PCe$-jH-(Q6`<>ewy?fffrmo z==SYuKTOVOB=$%8(?76(I!kXauZxYykOg4iCI-J8RgH$SrN-K6rnhedb6^9x_kl?A z7JJOS4x6RwM7XO{neLz1IsUL0lK@XQYr&us0?y3MF!UiwZ`O02+?}t&6ynd}c+F>L z1sq%j)2+TJ2*mT#8rR;B3F%xV*=K+|V~bAwvEcT}c|KY_)v{?b8>iqXf34HT(fc3p zEGHJ%gp&_+9uA!eSxj*V#SNdkIUlTB2yXtX3t*ywQb&mZq|VyzDxlc0+|^1b`xi?C z47h6Eezg^f9(Ex7f_MZ3-2)nk6dF(}QQt9sQ z?r!N$rMtW1{qd~zk9WPh-_Ez?fxy9>gUOgmE{VA zKi-}NQB=R7b9OW!Fi zU||V$!~ejy7S%Yw;Oa?!P2>Y^+r@#5Q|~|$+TZxY5tb6vROn#Oq|qVJE~ z5Ed)Cn$N2h5{m`*m|}$LJ*)-DB(NZ%Dt4^iOuSb~E6VnhQK|E|dq6+T+};*kC^*1>EG-G)*JcM3bk+gi%t#GfP> zzc9SUw@WIvdlW6O6IQ!IJ3k|hPJgd^!t9^GDW0eH(8UFa-^})h>u@diTlw6Qzt~Um zen17GuOSShcKj=|_xOxOKI@Zr$?xzok!4^l{o@_Z|2Vt-i6`4@vVZdOU|x1Gj&Ub5 zoG+t9lWVN&M`Se2hMld&;V+;|^4jqf`n zxCpQ@?RknB!U}n`NPAA6Kipt=R3SjK(|V+G6O();BW9U22qNZhIbl|tG!lmjHokvc zkCX{H->*NLwWm}qup_AQMHzkMk_hW5+{;(Z#E+(xOA_}`3}Z4J_{|qLk1e&uNc>V= zC1r5tr?h264I{tdNOJYy>i7{5J5#T84^YDL%VE$GrA1N6A7g5Nj>hmqq|JNs5!j<783WmA6O9WP#5G=FRr@kw&pNKV$SwVfa zs6zZVfAok3sjlo1>wGMN=!LeI<9ZmkZ}WNE84{=Gbwq#SaLf zEL9gy%b|)nT%*4;1Gh`L+4EegslU~THhG-QQyRv5y>iqtPJLj1Xu}`><&hamyJ-Wu z%1|dCFZO0a-2|n);{B^TBtPiIv)*o+4(FtYZqGHAB3lqkIa+9>1KpWTP2R7OxswiL z*jfxYcv2{%@u>WLglrlck?(?dv~E&ydZFF#Q$OY+qAwx28fZJNvyVj6hm-$_FNt@^ z^a*$qMRvn2=p&=zW`6&bZYYi`z9&4jtL63#hxXfRs$erE&w0~{F}3OT_b658lt@VUbdEPjtupRId1LbXH_638;nY=0Yx&W zbCk(cfuK}EZPr46bFp21#AKbEaLd!li&0_~1|Oj^@wRID8DDa(CLtezkHR3ewjl(m zHSXneYJH;rPipPuRHbA-PcstuasNQ)a62l0Le<&V)+v0ZP(9e;v1;Hucum0>cg`0^ zr)-`^psB+}yhFmE99&526j_j;3w7Sl)41ym!|M)`t3zCKSFIUTwgZadGD5%LV#GuN zxeO=k%hVRP4dkPI9+PtwhciLXvT!E1vK4xGW$X_+39D4WP(^Qk{-H%`@wEa=AY1es za`Ydy-YL@z*l6Q07*u&4%-aJ<@ZE=e2;7VsK^+t6r$3m?$-L@pE|>e-30&p~y|A?E zb=uj5OhzgDnn#V|jQJ#mlA1MS5lH#Bz6IB=ApJCCP&Ym6yT zT3sL+VGfwE>x1>!)J9!tRiMNIEk*ZQ@2@(mhXwKUax zh!YviEGv28g)z48kd`Zj_ zmugw2>(=@W?@SOfim;*?Xs8V=-{b@qDIato&Q_#|BYxL1#~h|Jma^rs(XjT!+!gI6 za&iazaN-5DC(0!n8_RCy8;~z;p`LJw0??iY`)?!ff?=Xq#VmYWVOFsOAa8|6nJ<6$ z1h+=%BCtf$s`~hc0{#K-MQh9EL2@AL?5yH@xr#4-=G-fbFx09{R`t>*fv^xLBjQ7x zpNA|U0|;Km^8O4%`oSg4hO@(yW|pjuy*rFBIL4#(J6NyjD!~>Gyc@ql*-{94_1hfV zc9(}`eTl_VT)*FQ=psRnGpRs8|M^uw_#rV_$wH)!=+MB*llmcMtgu*@0*&eiUZW(Z z1O#^=&mmZd#HKibHQyq6UgOom^ol3l__sbu5AnFcBt~-Ph&q*uZ_D)^oKmAK;RK9P zYE@>P`lMF$>J^`~(cG$5$&n4PZ9}i|2NmC9W9)z5uQs+U?$A|K?GB5gSN`>Ip-s8h z74>6nr}yBIKtVU3;&iDYnJsUY3}cmTx&#Fy%aKM9E)m6#g;Y!E=+ZB9k#BkqywKJQ z;m&}x>SVxltclZ1wJJ~!q|yYRLhmm2sHdDP%7aDHec&P9_ZRrr$1S_IQwYeOM(#N{rFH^?WArFrrMtY6B-gbqWY zc(B`Iy^vo~4L2hC%#3l%hAAZu2#f`7z4`O;t8+&VTS8f(!Ieca(uup!;g9EF8j?8b zb!9S}hxFgUG|FpTGajF_1gj$_h8tg!Q@5}RoF`jv^%8r~7P52AySb^x7Sq(nT)k?W&YAMMHJ%2@~&1=yY6~$-S^(F#3|%V#_79 zn>}VWTwk7Gm3=b$+M$tK^QDeVqs<0xFN0#Pvu~PJ%(SZlRjl=Z_YFaG^xhE$q@T-G zSxx@X3+hn8Z)MKqQSDN0^A8s0)qUs{*>&{tGCznB4Z>C~--y94sILVVUqE=~Xu26V z5|`8nZ#6y*bMA({xzbFsYV*)<*wEon(^Ijpz9h1%@k5G2tuy#LGhdO!nht9p=Z|FC zYCTK@-#cWc+R7@}k@UWRDPA>`^4C&wEvwdm%_XkAvLDi9p{5J%!l)AAz}ao>KWDIv zqGrB?GX&*%twcf1!p#H@M`(@qP6pI4Dy{@%IsE|7~Lxu zuQ<4UIl8wHICy9P8VlxY_y0S+{pX)FOsjpX65D>c{|SQsI~GO(>24X+M-Sxx$b)^n z&LH0fR(O;m6#k#@q6I-`2Mopy)qh0A5SU?d5*Yt8mCw@uk&OyqlnHq9WhKe z(bIuPas-h-H{7>m|3)f%4w87=Kn(xJ7ff3#7UG0x0Qnxh>C_QUgOqsoJ8&@levZSX z$&asp^S@FPXE$%~*f1%1JnH+P{`)BY>*;!z2@Ajl zm33;V{by9pLjm zph|l0?0(O(b%OuNZ*kg~^oOR=6eyE*?r1)9;>OJ|WK4{N5Oa?io@zlwkro0>W z;_Y_dz?z^1UVigi$p+gkw5{^4A*J@tz;M~v5?(V+G&>@9%jpaXkkR^AZ1zb3Sp>)t z10#zA71BCL&-K7gNda-Hf`4hD>=;%y1SW#n?tkLw%@2(m33m_SPrsJptkDMib6-Rk zPQ86-cLBgfPxcC(W{VFF{o`Ubli-kY9+%9$x7qQjQ{-k@MpP^z;C=6}C(jv28% zYeIjt!1WHquwj5B`ShhoBb4b|e~%lk6Q9%_IzgHl=jkz+1-M=qD|zVB`Mq5-W5F3j z%7qUK=ezwbO>`G&GE?-m7A58;rc_1bX`yz>0?)C9!?K->TCMH_U?V5DH+wEjx5w)h zs%&oL8|?4Us`qAp*KLYt9C-=aofU7iVX-UkmdCu7x189dtA9*hxZeTA0#!!s8VSsf zM4>jn>Z_DIWk&?l;`!{63IAMicZa_YuQ8k3{i2A+>@wD@K0~QFUxjw2UQ#d0hicT3 zMJ0{GfcD1f>;(o9@@wi({6(7Gsam`Z*5R7i)E&BUpgk`Q$bkJtCdP9}mVZG&i-{kb z;QTV z%>xyo#urwPV%3TbE)wjcN_8+xGA&?}&^X~kiM6B3*%CVgZXuwXxjP6u_;lmJhs)kb>`}e8QnXKr_-L_N;yF2wvwm6k z1lXr#zKn|b{)Sa{7uuOZ>rV8##Iz?|%em9&5RpDSDQ)%pTDhGHY!204Ye}1sL|QA z2t30U#OU>@jz^3xfi^9f_jOuEvI5Vr+u7C#v#sZ02fR4QNm3op;b~;Uc$`&TW}Ku` z8H1}?j9yzHiLZKPe!<`i(c&XRqyeV=bZg0dwzGZ z)#`+7=EohP4=KyH>+=Kt(b4Z6t4d3`jIr(Rb$VOjqWosXisZiHA#!`xr<2BRCS9NS zI~v-#y4*))ctcY8+)cg_gT%U&u8LWq2p@qy;=2l@NVPEx6g!K5j(D2`hlC{yMlf;h zAu5zkn?_&-K!W?8{WHap;M;c{F5eoL^?M3=x$K}j}| z^I4ce;#KZZtjg987)4rsAyjCHXW?{Fwia)r-1+txm2yea`a~L$`4=9F?e;px z^GP_7tw=e-S!_2C4(&sXLB~;$!=tR{s@iU1x}6K^Tw41I89_}n%Sc&G7scNsRF{HABzd6=j9w|r!tiHL__{9= zic%=h8je>`1lKi;Ws1s9ybI+hw)T~I>-S^*cLcznP4mliA%!yqdOD?d*1PA%CZl;s ztYC0IU82^WKn1Z(d)d#Ez}&mlq+{A%Nj2;<7`i|pEWS5WlCwKiAe;GaD8$~&2JE^h$zOlE&2eTfF%@XFG;UiyqST8S z`JL;*ORZV(R&frgFSe%w_iC#*y}Hx+g@-S~ z-Z)M$sL*(TL181WAZc1OOjtwk9YZNrg6DjBG@l}R7Z}hOIC4UetTfgCH8hYyx{?U7 zhnuMgCv*QOhJKJ+Q>;#vEnt|U?rJ*qCp<8mXbikbT~BK7lA;XACn^;i0SkN8VIXRi zd#`j$fFXJm?#tfr>=og_QII@eFS5>17z>h+kywEjbw9AZGJeTww+qNNEgZx9JS)7RC9TeUjHaeqz zPOe+&4b`S{K=ENTvgqic(}xoJxhSrjvOJKQ|aN8{3Mxpvs=xDr8 zBqO<^e;I-`$SU0(-To{M?PtPxYlM19m|1YV(QSpcohOdeor_wl3UaXE=~bB}`O8Q2 z22F3E*GtgXxIgRU6`k6b?vTx|jyX%wY0&d^*345ya-kF9UtYjKXO z<}}m_hF+tYXBK~J{+|d|DHhue4?ShFz(OJjkNI79$O)citF^Cxu&;QZH`H11=}MtO zVGgP6{bMijm#R;gnRV6m0XZ%={fa!wTK&lKtrmnhJ|tDfyI1DKxAMj^%S;F;(of#P z=M)rPU-XA+99x9MIqV4bEnm4Mw&6qbX>vJ!`wD>xDQ10^(66PNsmgr3My-8cC$Iup z>A>?*M8x5M=sERyfA-eVC^5t1y4-^9zw>8z2T=J6DHv|!m0$&V$Chd_F;8TbqbDoT zFlKuk~pa4_FN|xeSRFGm1+NiSU`bF@N3A#*tNIqsMH=$k^1G(Svoy+Pv zmD|A_Gt#gD$)EMT#b&ST(SIUjxu)xrs6@9m1Ws8SUt-_reA8HI7CBHP`rm*v(Z2v^ zTo~A|{RWAF@ z7tCE8migY^(O=uz+N&htqxcvxH&n$_R6#?oMS7nINVUqV(al* z4%5<~hF5&|%J4izBEER7L3c_mNL@4j>Rj=KEpQ)RM`ZH#C^D%xYiC;uSq9YF? zwIghQZX8-lNEh=oqVC#H}KbD=}=NuF9 z8&t^^SJ$^VJaB0=nE)zFN+b8@{p)@#%rH#A*`Iw;P>QXuG&sKa_yY_7 zCP_*_7Cv42XY<9?PHrl7@YKuU*S}hHLcRQjh&AzC!PZ8|KH#2V1kcAe2AYVt?GK3h zlK;t~ERVGQ=9|{0?5D(V>WOw(LYgk83&y@j!?^{sQb;63Srh_N;ZVWt7Tx82+A0Oj zTgb<^aK{#26+LFfz0x6d%6gy){8t)8S+7{Og;ok|Xn-}jt`r=pM79jis8t60f~fm@ z&1~8;EAE4|KcTi%2zJ+wzQ&+tZv`1vhB(Aws|PJ|nP0#PNjm#l1EUB-IPk?PivwE{ zuOr{X$sWZLJYu&s2U@+S!}By9YL`SY=fu^*U`hU-Kk7$_ zPOV(>Ntq!fTViVo3Hz2S>``18>77gClfmuYFe-ko5BG{qHWL0|UO%;W9OBt@RCH?z zuB^qDbb)LMt+z7_7{Pq|{rzyR+PB7Ht`8>?h_ms8elokSBTH#dmwB@y9*S+6#+GU@ zu9DkX*P*m?`IIN{k3s-)^UJ>!1qX{>L-e@9yBh&c^jM5Sl0b;J^^&B3H*pI zgP6DSik~W_@z_{tr(JS8npsxQg6ΜHVpF&#o`!4WF;k-Ctxr))6`7BgkRggVs$< zql|9|-$25$6(a(Q>uW^ou=u^9jU(yC%X9@Xx`l1PJeEV`eK^sob6}x57|`7i_-q0y z`m>=lQMOvOiEQL1T{MPOqUHj)%%R_2eceb+U6}0r_h=4#8Er#XF+vmL*a)tIa$^Fd z%OQ*ak50mt??L+PL;xe(zw-A5-`b3}L%BVU^{@Pitj)CjM)5md;|`9RR}5Ml;eRuk zT$*iN&+4E9JJH@NYGINvm)_*s(2eNW$aL8|x!CRh3GE5P6FJrb4hSc1%3m@mJfXBi z!ld-FZzbad>In}V>-aCX`t9K*g|MstQuss_PUm4mx>}>FNen{bUWqUcpuBdsoPs%# zgvasKQSvcG81zqAjtxx%HRHVssVRS*VKB)7MZ-#ifc;@yEluZe^=1#L_vu^SJ2NCb9M+xY1Y!n>&O(#S+Mc_9Nh1Hc) zjv0*4x5*BgREZZU|K5&4#s{a4+))5C@FFixcNa5Gvtcrp7B`wwE6KN}SoLF_*UsKc z{dy{;tPjty^}`}&l__4Fd4GwUi0#UDL zzpU@#2JIcHFLX?LJv{}|hz_}fSktXCJJp0G;o05^9JefTKwosQ@B`mS&`WN%XzCjZ zc6hpi=IUKD&%vAH3K1xFttMGMfjDCJuMwQVS@7NvZvoy7lOR{<5viuavKuj2?9_Mb z^$?wzlG4KISUt1(9`rY_z*?jB4{@=)7?x9WV3E$?IY0cjVq#q@8c>w{>pe#TBwl|W4`X1O|C=|4_jin z8@d%f_?1FA?pz4%cSo-_7;UrblJ;|G}xQiHVi6fhuY$z)8dGQwM;zXzAk>7 zw3Atn%W|XBgBbUR&5AH&K1g4}={0p7^TqB1-B2oXWVW*HjSzAwCN)X57A&!N0u$X( za;sN^T8F2L37b2{B}C|0@+1^2!7g+%XI< z|1yJ6d_NVIeZN5S;Wum`REwN}E~=NMU46=IVlq@t%+p}e_*t&^jBhxT2Z600YR|iO zERrW;-wm-rQgC~9&{<-#9R5M3r8BUiLiq|SNE+hHQHpd$|H=t<(&C4?TJ2;m?<(%j z%37`^5s#A)Rb=B~=V3o2-CI2i@ik=I8i!k(U!-Lwz0a#+4(0roI&Hd@`lr!Il9DY#3UAXiu|~7_Geinh=wa0g)^}$5DD0Gm#9?9c6Bm+kEUNJQsFxgH zJI1cfG-npNOjg>H(1j368ifF@993Jp`Oh)Y+iJ zoX<#7rZ72kIngMXDqsU9K#DM==#HFoHquRa^Jo^Wk%%79= zPWU+EOFxALrd9jC?v=0(BsK00`f0R&8x}@WcP!?7yG39h_`|)H({xuj%#D1TA2g-QxwRy|97H|!31$i>1X?9^;7LXVOv2E{C*d}gd5HJ z{y#|czrPob1jN%taQ{y@4Pk;IlZC_MqN4o2e#&!%OeWihj{)}w*L${{&vtF`^GpZI zbBa75$;FQrZ@X2F%)klo?B@@|o-^x0b+f0p&yV#mur0IKvr#)YOKb%V1j+w|)Sov0 zkbYdD_Z@VuOOy|U4Z=QC2z2%#_a&9}JLlI&6f?|56C}wX{dZ{X`#qpIu_>MYudDp&z5#Re&N#1|QWb@ceeirGT@ zf%Z!t359r69~CX%?KU}=^S(^S7?Jb%y<{>^`=Tu0_B@F9C~emJh`$8te>L1{tI+uL z7;r4BQk?l5(K4&WwaI~Tay+wj!M>mHa?N<9pgRm%=6t5eo zhmu$W=WC2NN;G3UIDfQ-^B-i?pKVS&@?Xl&vltu2%b!n{%>1;_YX0FZ(2 zQQz2?bT`iaWNu|6$1C53%8?&xUp$xF1aB+sRAT~YlnVu4(`#fY zo%N=2Gy_JnU%3pDExjdTJBj-BorZ5B>^9Jfvp8tvYvs zn_@=0MIQUs`HG0o^XgEu!zl-tB-EfaCiE&DQTRC;T*%0)m^?lcGKThAOfAVSMIwMw-@uZV>4pA!6TA8IsH}{Z) zyWa}A*7#?TgBPc1sc{OtmVG*f=JaN_^TnH0qQwnWt|JU~E2|<}vA0Y;q0Rx=y<<)D zYQmeGqZa`e<z~uabQ-v?58nPGuz;!3cKQL$jZtMF9DufU2Xke#^azU@N@>-V zAcj|DTnTEn!0>?d?dFn3E4aQr4rl|+O`c(RNz~iVy5c`cpzV*Q{ek!P z*zZrGdYLVe7(*r!^id=j?idODwM#aa9?G>^x=yVBSR;GOcF4C4{xe*uSXH9g#X&Ef z^uH3;KTZCPkIO5tN<{A^<9;4KUA#_(MX$9!GuWLd3~WRnF?j;{YK!sTm}lS)jrbmH z)f{I4#EGg{Z97vebh&?~SWOWAbW1OX*kH!NTy5f(wNS-1Lp?ACcLo%ikK}@Bhj?=1 z1Lw9GulLS=^}3wJZ5soh z%?%EPxb8YOAt}G#ef!_6t(}CbESKG(=vwdf7@&!12LoRT3*m57FdHD+aG{rUb78+ZxWC%@M@vy{{#P97C>aS|$<=iDPxx|zr)_cs4qONGKW2##JSJS>kN83C ze+q?CLIvhZTQUH_&U6IruXJXqCbuSvN+q2%TeMT6-iU*OpTgUJJa-4Y*C%alC?-Bu zP5{S$jOR9#Rk(~e&F)?eh?!7$L91a(OS{BA#2yTg0+6WC3KK%JcqQkYC$ z=`i7fLfA;9LPXaOqxJ3b$xPGN&+F_{a_s0;lWEvA$_l-g=2W#2w*shdCUfb6FzL?} zjUWG3S(6ti6u!&7fa8->LOQqKiwSijN>GB}fPn`UG!?HWm@#~6eRxE~rdIJfd$D~* zmn|M20hr7lA!OVQBe~4ECInQvIM2G6HbMk^Kfn`}Tlp}~k{OW*Y!ibZ4rTp4@rE!W z!qe*w?Z9$@GyzYKr#18fO=cal&D*48;G=h-OcF1*`hE&f*Bmg57z5ODT?0$Lg4|I` z7{xa+TPP_!N!M%8Seksf|5rl0us&e=*0c4HwCMGxgQvSCkBd<^U81000UxznH1HlZ zi^cWlFU~9ql&XXN-t;C3O+1|R5-Y??6YlJZV^f+;=7}bUVNGw|-&AgC4BDV_77S>X zm@2=Ayu_d<`Nly8(E<4Hnwe8y_DEFpj5Q}k(h6)kDg!sqTbX3O&MQVY7ws08--D8o zJ$!!XePao0l1eQ;OixM$zZ84~>OMj-YB)xBv;VgxqT`n6*(0D9M)bX{msl(ltXWbq zgv0w?F*yZ`@<9`k5^*F!rZ&J5$C*=mpb^ZH>)xgL<6Mj8n{1M+wJRgAX=9Xey4{yJ zlW4Qq*Pa4>+=I*Q5+#3#a2(Kp=E&FZR(23z|C$QR5npx(uqL$`Yjy7FcJ6P^qNo%^ z*X&H}$>XSiyS--w>_mL1v`CWu;bgsbI+ACJ=SWv9^0fZ4vs$-Sx8h`n-{`v>i~2OJ zD3^7HpXmGm4J<0&EMVr3KFOp!N?q(t=NuuR%g2O6Ii`$nP~$uQ@)}Kp59+d9!&^o~ zbjgtnRZA;#IB2qgh0T^u{Skh zK5pztab^GBObI8=y}v2|ijP?^@`ZR3NBK?FP*o=9CzFErAo>mYYffS1J!lFwBb~%y zT%8PNM|fM26jI`~mWWZcGi_PH(d6i82(LQXVeE)>hgFI`Ba- zFo@2_qAx2AoE`bUCNV}=?}EUTmeO%|p7$rW!siPfsEfm?j03AnT>pA6(9cquEY?q=!^KhZAR@a1ayLc_z2vs@~J!MO9> zQzb8A4=@l>#oMYUM|t9%;X(5$;(s_-Ao}oXIR8~EEQ~g{T_1_Gp5efp?bZab_!yVz zB>~Jx5}P^xB}@XdDZ=;uW5K z8lTE1A8{R*6EF5F6yx(5Jf_6__N?}KUzO-0RVD?{%B$!#4P$V5MjsmbPQ6n25dC;%=jbp6RPZF|5%IRl;a1}`qQ%h$|US)@O8 z=wW)vxceh-sK&LC=!^xfzOtoVUxd7s!b;;{xAaB#{^0wY7n9s8S5j;vg5P0~(m~(X z^}}MU{(zeZIDtDH396kB8+*g>9f7?PGPt@9xJU*|tspGUwl+)#EiaK3u&`y;(mp`+ zI0GRI;J=r}Ueb97nwJJ>F)owEymI4zv29gHBUGZ+;;6h_HW<^o`5m74;kSuH7lBu~ zpH8Hh$Z%&fQp_)zsP4?Tpdv91gxeo!3br~mQ~d-<_dKo+E*WJBypBY@Y$Sbe+Vf}m z1~COOZZzxFjU@!jGekH(G}`4esM2TvY}Wz0Q>gN-@@8%s^0;Q16=Sb1$+9ch3nTbs zs+ya*R5IvYf>P&r@aLCr%hy9;x8LA$aUwREZ{GCHV>Sk|3?aWzwTV)$1+S}ucSkpe z1Hv@MXazQnvqu`LRe)JB=|IJvVp8w8{=f~3uFfW%N}q9EA!!?bQQtENi&&RKiUxmZ z)afo(o|dFmzy5WIB!>*t7ML7fPJk=7Q0kR6?tjObf^G1E!T1`c((Kzp%XkI2)C4^`og13&p)8+;|{s)68``(M`(!wBqA7xe&Z#!_mOSPyU6(l^2@_t(e)3*>EJz zpkz3|ipJIpnbo1$)!}^|26!LiqgE>V?!vKIvvd0G@H>6D?Qm7-#bnWEz3NIKcePxL z^(}@JTMhU>OD^ZPG5p74i1B-yFLQwQqBcNMRnh9y!6Ca-f~e6ana?(Wn0odr@(FRV zy1U*mQHF7s)Hama{%MwGYLaGH>c=3u)_||U! zF>lXoyf09#%0%J;0d2FI-=<5pgC6JFZ99Q^D^oKSIa{Vg+h90d*lYq-AKAv zva+zH=0xQ95mz0tn_JL0L7S>ez)C+c!@=HXAoAxO`Dm*paluR(=2>hU_p#4Eas{+! zhPBdg25pVt@Gte036=j=>-y(IX>L56HZ^Xg$@ZO^?{;-LicI=oZS9dbG6a>^>^t#DZ>7H5&XZ+cJCsE1!VN zKlNvR$<{@3y4Y@uO~x-<;3QB#u&wD8hZNhE45H7w++QPghdn%MWOx|fnV~D2K6J5_ zt45*B%urhqmxw7&;#6)7L}y!2fB3CvQ*Exv-w(ov)Rl$25pFIn6B+e+mb2iSwtL?} zW3hwnJ>}9R``g7y{Wgs@vagF=O4<`K$b?zNBMaQRgzAk;U-3e)X>zPv6ZgvOhsF|^ zXI3QV$J{s+0@vjZ%>`8qeG*+sz3#s7j+^t1(7DpsTKxEa_lQ93Pk3Brx*qs*@FpzwrP5bN%Vr*~(E;m8nTK`OdiX=!=INspZ3L=%^j3c(@B(F8 zSXri;r~is+t0WDZ@3cQD@ShJ!Ik)oed}&{my!d#E3{!*Awm7Jzg=eN2 zbM}8b0Em3NCK`F1`<$}C8ufofi5Nl88Do%+gu;J(O2FwE0X=5RWFq>Hl#%2WCeQ=C zYLChJPihp1aUri(%tiHi08|NLMik|>U+s18LGJg*R!gWtnQ4pkM~Uk+o$X=D8CFCy z@(?F`O+)vkj1c(Q%N`IOm;2f~dvTXnhZq2+J)(sV^z;nUqaaVdS@u zd(Xjy3*%q;6h%l7Do*(PtpxuiQm`r!i=g2lBiW5a(;}jVVgFlg@$aMBf#&@IlM?iQNxEL%V>x7^1;lvHUoih|bR02}>Xk`K14IKbhibfk zhUWsq2~bOR&8FA(RUT_C`Ty42_8Rc6ocL7EI<3xv!W)@q8$)zS;sWwWTmW+1_$NP+ z{5bzn&Mn*t}qKeV3JU=Mkc#rQPCoqa|iNJb!b=>-%AlOT`e8hkyEr`75q1@4N{h@)kpx$L%O=F6-j$3lNAA(kl3)Ef$0Vf+(*&iLbvw z9++x3hT{T8kF(VTmwhqXmHZ9TXAw`AtOCR7-#WiSA%9;3 zq4kPJU3@a%XmNON9RZ!ORf;O-O8#UHoA1L(972d_L|O5bn{dKI^8Vy-^jZxc{ewL} zkEHNcCR~I+9b}4#Ge!a^sv4eqBOTS7vO%_Z7*T3bFjW){gr;O~yjyy+KajCq=N+(=~hcNhSTM|xN@z|p+ z1_6%GDLNy=; z4*x+=IH1BV8KA2aUt4V*ed-ahINn;iJ)3?vzz&yG^&Z=DL*>?KPBQ;v*A7q!%xf?ch_tbV*MJPS~^NDoa>@ zcl8M2hzTz=`HPq@-0^Kaz30M``SCAEHS=}hgMe$(nqI4^?iE;{ex_0Zc<5)dd7X4; zh@$IKE53KE!=d#Z2QR~%7;7(0uMH&>dk-EoXbKo7`!^HNNN*7jX ze&<_u#bWun?N&}`hKSV`87?f>=%S6-ss~BpTPcy8yHj8xekh{T=%Bq zU1vh_o9|!=$4oJ=dIvFTAox1sLKs%eaMMMaV!W<)*#H((@PR|hbFHPXvauhfowQ(M zsXZG0+jy0?RNHI}s z&B3f+fSF&EGQ=kPVV_?c+?7Ba@d1);pAAN72P z@Cd#-U}O{QBw+jU1O>bx5|F@Q_|{_ylIuSsoM3Lybc15Fc}~S*5XI15Ech}`@6$5M z=1|TYbM6=*sDD09n@6#ktKsuf3y5pin!scCrG}GyV=^xTY zv{x$bqkapu2*1Tu?rW0_^%~=WZW59k77Ni(e6}>=>Ed+H=$!O;urZIp^}j+`IBiSw z8nC8-U`o*+OCvUv$g224T~LUBtt(6lsL;ra)&v1?k^}l6M>!OGi*^)t0#V->C+YSJ zZqI<>e4bRH(zD7q8+%D$^pn?pPe|tf#zDX4RJJ$ijRA7+%~s_ld;mIn@-@?#MycdQS+@;bIs=1yc0MJN!U(u4W=?M=-sd9o7d8w@w|bx>Vzx82CCKQ zzbPbeYilpS21LZ^=7W#N|Ds^&W^mxlprFuxef}u;C9&8Q$9`U|c6hPTK=R-(F^Iu4 z@t6%Kx=!?ruYpg(>>46mzcM)cHk<@Q3xmUXmqmZ@XFD$1`1jJvY)p10@l{{UzTA{> zAgm?(a2La(e8P)?wVStBvt8gK(*saU^*F4zp9OzJWM>?Ld)&#qvAR#2lJS5ookOkN zwcvFrhl175Xs$7@e!nG*?hV3OYrSW&FMhWhIOuIx>%gsyoh<9%vNb%^q5mvdP`>}S zWZ^qjQu4vyO2lY-#fUojd2$xSW&%DSEQ2S!=jn0FT z#VDxj{0T!9*i>po>fuOI;Wj_e>*MS1)32?(dY0E{dZoo;B*6b@epIM2SDFWsFhPtj zU^j4!WkwQJbIW7gm=%dna~9s&Sq zUQl>(o$27}^8tDVMks*XM;87iHw4D|R#H{fsM2wyBX?%L0d=?8bnj6GsF&=`mVlSI z7(MT+?`@TcD$;lu*od%J$8Xd*y|yc5LPysnyY<`{86S zv8S0Gz1F>xokX{h&wQKxH@N2z5FiIcaO-$|os z2_44+XYKum>P-hdRX&BDkRB>?kEZ7Z?r&=w8~Pd(AzVd_xFbKkAM%S&RV9JpxB6%{ z9`HOy>-O)g*S8rr_-~|zq;jn|Jyx@HRkUqSp2O3rw-O0ocx7SS7+tS+rANMS0afn4 zD1w331Q6%!C~WY3`yBaBCi?~jM=k*jYX@?ORpPAtELT4w(G`~8ywUqydRvMF6IJU- z^bi@&CEH|IAJoIs?hgrReg}E`ti$?TTHxX61;Bm2!@sIPsiSM06Ow{seKGGoVp(5rx7P53tzwu)b@y`v3)IM$=aBDyH zFk1YnySJSkZI7ZeRl4n1NJO~YlaT$GfMg-_dN?HmtOZ%!lft2ctu&~^EfP3YQy&Q{ z;1IcfUxZ<0|Auj&yTSSlVJL+=6#*<;HSulA?oQ_C$!8<8nE92`?_!F9_b?g0AJRGo ztj3<64{t045-b)QMBxpFmo^78up-(m!nVDm84QGF}Fi%jdx zfFyM1i}zq8v1z6>F@NtDJnH2ek&h%3$yGfczk>hN6T6r|CvxibIq;S9qROCc2;VXS7S`H{?0MEsA24{zNv3DNwW&p-;o{_=3@h|Dm?x4ZW#GBD{?TpPI^FCFe?4-VtA>T4ZSw)mM{ zM>uVV>*r5(HVRmg23~NJ6#fb6p0A#TMeMm%nox8irVM8g?1=HevNXsjw!|nKw8bB$SWzq{oGx&5ao( zW?QkmOXe8UmCPv1?R~!jx^-nI7arQR*6Nb-mh00sCCxE#7ysU;U^-aoWJ;NJBQ3yd zUVm#lURxIB=ePpAfS{sLxa*)}(I(IAl)2iQuuH!9`kX<~AP9FbdkUH`6{flheW#MI zI0BF68b_|b&7LYjyp8!COElMx%$9qEiCaos_|#O^)vE-$34{l1ZMTe<;(Q4c@K}s~ z{^01gX7G3$h00~%NV$KF`11W=^>OP;U(3#MuE}cFZ_)m%q3F!~F7hRw+wE*$WR<*EQaF^>h>bfRiuwG^dC7Nl6j}3Jrnz^IkA}f!`Y5uRGq~r4}xj zUuZDo6un=5-mHE){%zt9{$ZmweSTS+Y4cu#A3-6@$?xo0Gu2kD{NaC2n%ew5XBc|m zrB<(5Yu=++Vl-)9g~Vxwq})aTUJ;Y>&0Dq^UI-rZX!9{`(%vx`4H4NmwRl=bb|RH% zOBMLLKeS@io^s?irR}5Zlt8h5-7Ch{@9r_BYMW+^If1ZDE=>YRbHS%KY>4>`_R&+POjet<1Ll0~ zv|BRj9#yX$z1OZ;ZHs%aY+52u5zG1b@gG(F{(YuAnojKXm)5ON(1lRbbg0qfVa|hA zoajL~OA*F)#j?7Te&X@zMkp#RpU~mxnS$7PWAg}8{NT8W`c$N(gKZ>bYzjJd)h=0V z9Jc9q=B(Lfj6?$HbE)MHJU-mB zTmJz5ZcNxHJ7N5|$abFymWP`TnTS)Evb?%(z4}N;y+CsJ&6SH5o`I=v9^>(Fda2*6 zeNzbgmoA+=c}nfCZ!pf|Kc7CW4m39E7sOQ~T;TYANk??(?S$WiwYTMJ{V1Z2lkfolS2W zzTvKW?^k2X#+#@=)_;cKxt{BG73uq^AHKlCiX50yoEZ-=ZfX2{H86Ji`Sbjwf_Cz#fw+esFBfZ z>CwQpwq8kD(1bIPPEDR1`i&boMp7j*R_K*p}%~IamHe9^DDFq|LQ&l z#$vuEQu185un4QFXQ*FJpGrF>+n}o*o9DWwqXkDIP9uB?Jp1+QABu^uE_rCii;9X; ziuvX$rEuT@G=d*7ChT*r z_N1aS!bRAg@vW(_yyU$b99t&$zB$dLy+W;%$vP`kta6oZ_Njiwq`aHM#w&9khD^^s zCuqsBV_&F`4>ok@h|>so43uZd3A32XdVZ~MU~+!c|7FgjBGtX+Fjv1-`^!Y-|CsOV z+UF)}dEaPza?WXc=+Jf^tXvNo_+2TCdi{rmoPzITmNoBfqa{i$7!E)jpFAKEN|~!xNvH+Sckc-Z#bY*h`S$f~^IXCNdA_-_bzN8AJciMG_Ux~bwFJSn7IyC%S9d?NVPdWD z5NsbIBT9s)V4bi%<6Bc*iR<+zB$dLJ*guI^i>4H_Gw?GCtt_?n+`luQ@#nHr|POOk*|361-fjopQvLse00>pIaIFGClq00=YwuVLy9uiMu)ZA9naBpW18hU zHR+D_v(W~cS)vEHv>DkLPrmla_dNKahY`+3>PhWFHt3N)a}xnsXSq2qJvl0w^PWUE zylr?TzU$LfgG^5XcS!w-n!;osOl~f@@`7g5+rk; v7NWc>AakB~Q<|2b;-b_KHm9wWL4p4Pk*=~6$;&-p00000NkvXXu0mjfk0;>j diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.webp b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/no_tlb_walks.webp new file mode 100644 index 0000000000000000000000000000000000000000..323d65bca234cda12aab4bf69b1900038cadd0fe GIT binary patch literal 18704 zcmV(^K-IreNk&EpNdN#>MM6+kP&gp`NB{uv9RZyIDii}c0X}Uumq;WdB_Sh~>M)=U ziD_>8;%lP2UVOxVh4)NLkPHq6n0Nx|Wi1SzU&&HpFUl{#6`p@>HmQE?fD<>pKzWk`PcWK@&B3s0KTLAxBRE~ukwHQKf-%_ z`cL+s%OCCk|Nry-3HeX+-|gSjzj1%4|NsBt`T_i7`G5Ey?%%n;-T(jp^!j7`H~Wtl zZ>Il^|9}1);1Bs%^Uw3&+5gM`-v0^z|NsBuXYJqb|GxjB{e|{}`G@yk_#fau)c^7S zY5)KK|L7<3Kj?qzzq@~!|Ly*3|NsC0y#N0`*}rH1{d=7LzyI<5%m4m49FWFIPL?_G zrLV4l0x8d(vCt6dW1kvY`se^6ocY@w0JQRr0LeD`8y!u*#N=tZ(MTQl_bay(e+GPz z8jvmDNtkV~vKb3_v@2Tpm`(_hvxh?o^~J*-{s7j~S7cSfvG39F5LnPR<&S=m5C`%; z@m6+En=~cEir;yVxUc||8J~aRqQJx0!6l08K!t5SJ>b-iaTn*oelR`#^4&IANr*sm zE8}tFevg2H#(}>qd-Qw+7Bmg{Yk*LHJ2TA{$lNAmdHG)?Ag4Zd$3R1+j(llr>!1LN zbLVVy1UG@7b&VcO=1Yifmr9jvhpco2I#dyWPhZ|vB}Y?f%W2hEZHaXqZBd*tLgV89 zXa`woKaDcHCP4#)%Jh#l%}e02W09hsY7+`NwPca0#37x96%|m}7eu9>Lh!OdzK6Qj zwD#Jg!ba+*;2x)4lA1@Z zlHtN&t&4GEJry$xT|I-3E6ip^wo|eidvtAizHn<SXnd7judaXsDbJmrjAd=Vdb0D0Sgc#k!=edm>!1LN zb0^!vlY!qFt9)nHaIGLcgB`sse0VF~gI7j!C>)V%AQ}9S5_K4G&)s%60!rZ!1j0>UM)b&#)Qjh+k)e64rq9we`>dMKDmQMZx@k zgt5+#VF#9M|fB2-Zz(Q9!@bMaatN5gMI<-x;IFj^4&c z+bFkTFQeZm3*3T8I08VBz)Rjr3SY@YfWIDoLMQ}T&phAqem^{f_shxD!)YtsV;jT6 z)c>;wv=$YY9(>A5lB9$3)We#1C!?wrGL|fRqh+dstSKhWf=r>p&RY8*GL+N3;;?0m zMLHhhCDoR1O!7TyV$Rn8}TYIEk^MsMq{Z zDpTHHaB79E+dru>%_X=13>HtsIMUb17Q$+tMd5G1KiS|Yi@L8XB-&ObF93>Ko~G;C zPP%VIQ~Lt#(mI^WTbce=B|A%Q=<9CV7|({e5z;d9ex^dHG!PZG@D%AEh{)k7Eb0(k zH9MC-5-MqzyW&i@6d1zF?WaDYdW67P;?yC7)g)K904oOfC%+qPq+(Twid)1c$3Q}K z!1kspwPd^R#oHy$@;m>>?Qz{iZY+j$sB)cuUUr?W#T+2PJa*GRbN9-(2^RU3XC?W> z#QIuNPb|acwaR~B1X?G+vuR+?h@*RXaYNjZlb$!U8Mf*&e_ys1INp)!cAo-{y64)6 zMUoy~*A-dMj8;KnA&Lh=`se(LKw7R>+5|dM@hT*AbikWGKYQPMT}m`H=(*V#4sI=- z>dP7C(zWy{=OIudUsm8n2@taB_qj%f;FdZ99V~O-)9d%qe05L&Aeh)J4w^tijq>R; z*~)#0;nxv4A}o8o*c0x`onR245RWM{UNmJsU76QYQI7w3e$Yw5fy68|J|<9lLLfoF z0(^%NnVRa|Yx94=EVY+weYYc#jp@ zxMX}08foZW@OA2WRlw#fS1V8hhKTHH5U9^-Hr~!-ZiE%}YIhzv;tIswP>_OyWqke- zMP^Rwv+@_qP`3>Q_-=rwJN#$Sa%7X6St(|V@{ZvaXs%K@xc$u~!E;2i1Q3Tbgn}7N zA5Mp%a?+z5_|n(cJaTT7km)9}Lmvzwg%4l5`@51({62Hw(cd)Mp+ud>rAvFh<%pQX zXU5-c#1{kK9U~~w$&(a2+hv#7iuR9Ao|(=lKT*m4V0m#DTxu$)i4^9lp!!2mv)&Nf zfyl&HR*o0ojKT25o3eP*(>aacwQkc>HUlqBXFj@`(L7?v0HHq2Q=dCypdmL-T^c|$ z%R$7k%{o24iU;7(q*$M6?!lq_mIn&rLvb5m;Gt_mSbYobsaV}An}j5pGs7Gv$8#dw z>(ody#Eotko_`{aBw7af5(x{z{fVW?cO+5bER%KXFJ<;Z(4 z0tZ@*q9d&;1(XxLE8f`vGigl7d#hhZjdSafG^r^zj`|CIIU%*ARZ48`wkX(b?P;85 zDzfw9H%Dd}$9R}G=mTzqbys+}ja%z2!g6T+{O(p+Y-a!f{;%uz0H`}w9!$f^(VP)w zj;qa#0000A6IxjC797Q z91TnI6SrFEy43oSg{LJP6(N2#00J8<2KxuFJKCn!f4-k)X6S-O2#_$=wta3|jO z6TyuPro=G(HFY z{T7`DrW&VnBA7gJLhyvx2B4V!YeO~yJtN?U#tQ>}=5+^k0Q;d7*J>5KkP+iC$-Wb4 zaU3h|1&0aw&`ineJik1rtJ}OmwO+@7cgWu&dv+XX6tK;h^8aV^6!L)P(n{J;?R_cP6a1nwZtO*o(c0BN&V?eNV*0JHOoQ`?f~ ztEYur(0H6N-q5J3ugs`iJnhwU*LO zr1e37^GZWI9Fw9Yi==UKpi0hz6I==T4wW!1Gj32e5x-6b@^y+vmZJZ?d2!t6$-zfo z8^7Fm9%Rs(L_Pg;x&#S1^gKf?>SciYMB~p9_o69oH$OC#AfO!;feFMpTt*6O9UtL& z!}wkhfwT}{GWOEe@=z-&7S^bwf02qeTD!-vUum3adshmQ%38pANFFW6TD5(PI7v^x zH0n7+TRu+W!SEW!J$P6}|3AG4r3>U zUp>|!rGR9Wotyu{FZD0YiODjz+u!M!y26JU?So3A^gU~IS+nRM_8J=+gYRP+j=QQEib05{X&vO+E}obbg;&k$;A2f%FbYDON-e!tiASD1`_lqrGz0h>*a^Y$Pr%4S1a7^kidd*#+O zXy`M|96ql8qiPkOFa3pX%kkmXhw6badLz#B9r}t#!CxN(E))fqo5lpG%S>|EMCLr2 zm;{b~m(-DDo}E`Y;=Zpisp8CL{8PT~{YUpC0${He*6cE^+T%ioSp9b+8Fn$s_ z;8R!r2^V$%A1x7|7%rt{?l0c+VtouSYstp8bApv+!Z^jXzsH?Xx~f<_A;8rZnJP%0 z(naVz1$lyUrXA+m4bC3e$QL<#uK$YTL3Vd|L`sk#0QoW-yLI-EkJEu!wGUTW(iLfJ zbxT6hN5^{%>;+#%%;6KWFKqSqE7$4~y=vxCA@ z>mCBqttT!8!ec#ipq+zgzqQ@p*%kk^>$r_tHW5z&l7#_%?ioS*2>qQ}R%m`D0faZk zySF<4@qTd^z@G1Y?eR*|qkOGP#u>#!L)*4+f8yhfg00Wz7gLK4Olfm(9P4&)`&RbcZafwwTeGN@2KB z_rlxu(Szoc`UomeSx(HdiLJ5w0dKB-djp=DX`g-IkYuT)?HInd;yYp!jj_KrgK|=- zo*`{`CGCUFqw5pA%1&5!G6J6;7dSjG`M95dqYx^2MZY)FOgABtqiqQ0?>mDl#@%aG z89W@yK)|w4?R*0GI??G;%p7~QD#d?(d}ofcK|ZVWZptfmf`5xuw<%2J&?-{3o%*le zf)YoqgWEgU{>_*~zLD=n>0tk{`u;j<9Z7h9OoHAs=}kTJEikS(3J8V&CY=YyIofs63})ogNI61A zTb_w`yz)|V7iS*4()%2#?^l{@-)o|ynl-Z0mHl zRTSilFn!yy)%M~pqf4*CR)bwU?VZv^y%&82E6;f|V29pn0GHLz z+Zln7g>zr;sZmJX?rn8MKEHW$LdW?+*NS}Ff3`|a_JT2*3}Rgzt8Tw=R$^YK2``B+ zmsaEc+P5t=ef*^5>vGQVGaSpEHB&mksudZmq+&&^NowNyU7N*n`Z!!tfaDl-Y-58z zo&MdVQdrt_fPV+slc_&hWPk_z)kIb0el(`Qx$=++yd@5~pogH;9;X>IS>&U0Di1K< zjn9SUxN)iN-i$W&DY;qNrhMOrKqjXS|6>bzv+0JzjuE8mveFDpXxwsC>GqAeUDcM zFJflR8Ri>f$L+L@8%eZqi~2y*3J``oOPJ?C$?HKoV%XI^)8@bd+y1lc^I1XHt{E4% z?Ve2xqMaCfqhJ7&e_$|hO`ZC-1cZ8AYeheI)Zw5I;2@+ zh06loBwJEI28=jQHEO;_z;==pj6>HKVaniRJepHsXyaIRVLxF(4G=)u} zB6C@<%Ho8?`OQsDYRb3tR;3UhbRSgi5&{G-`+H`^JBX3<=6{$~oLz>`8KJTPG_In{SF`8@yS#Z#BPovU(wO zrx(BZX(7XLvt(*G<MbuXk1&0E}Ck}1X6A3tYg$fAt%Fsdijwjgpq{ZK8#mRNF ziNcv4cj(FZ@W&{#^MCl^A_N^Fy*d4^VQ*b`#gGT>SB#{1|Kxw9BD1iFS?>L)l97E- zjUki?A)(#W!7+PJRS!}i9nic-YIyCc7$ABK75=Bm14QfoGU<7->C7_&vxNsK{(G@B z$?Z;}IENIe0??S4TWvEw!2t+=f-`dqn9;^ZK}<)}$d-}5(Dj`ON$ndHZY^A-a?a)r z5~cH>yHo*>K@b?X1cBpD*mmm^M-z|Itma`j1XQCLr&)sqN~Ba(ghV` zs-iwa@;CUZ;ijx^;oB01_A00G!ixB!{Pva;{MMNKcjRX|4HlV9i_C)cfOm3#|e#e=1?5W~rEdlF+o^qQr; zJfVQLg`7E>IYgEhB;`PUvrKgG?ip-l=9j?%uuH@`s_~ZE`zf0y1})%35t;gqN$)WO zb}Kz=iW5t5-NRLca`IsBexOVKuFAq{8U5x(8mhvWmG>?SY7=?b;~08?=#A_MxB+gS z{P#!dn8%#T{cAVLSV!>^ z5%4#T%?J&Kk{{bPn zyq{h|yX65fgONMV`ddwY|Mrcy5IQ7(XRu1RjYDieT~^@CZztwn9Uz20U<q-3)~XGl^@1H12QtZOLn1&FuspZS>aH>)^>rAm(_pz#SfJ zg5XVY<4-xH52;Uf>C*;Bh(E%(P6qrcg)1pQQcymn@u^e2AjiL1g`dME>|cj~rm~*r z>)wUPIWjgweWXxI<)$iN*8g*dj*%aXx@)W8__dpc$`sFfCq2858WU)Xi+2$Ipmib) z7jwt>)MX(Ax3Zt8PICR< zX(Lm$iiNq!>9a{7A5Nyl6pMNlRzLp5JSLNPds!K!FKj2v7#L9ZB+ejUCQ^3< zan;$^nRH~Pus7W~-dH)mm(HjG;L8zRs>09PMV2OHGME=Et+v)5FO$uW_roDO2qfqG zp-)s(n)i&+>En=ts*;C-Rg;1wBHi0wAlE_mdWl3-@ey3&1Bez|pTVMCN&CMjz7N(Y zlFZT0LCTB!@gH7~X{>+3u|ag-vXWG*X#EZjKNHSx1!S!wX?JKc>Utsf)Cov*pv5-& z+KM#RjQfd8(|Dgts*-chZnAh5NU|p z_F}$GyKkj!QjHR}aa{vBBh&3%nT$4Vgzf%%@Pibse{=)oTv@%Zupcsnp+8F0w3VS7 zpULPUeyy;!>;-f=D2gBk00z>UYrgC&E$Bq0>M?j0X4S?LG;dt(#KI5Wa*4@a`5XUL zz@9>JwVPU*$6i8OR#Pw9A;~6RmkT64vmbV(O1d+_D71t*v#=)iZ5kH<1H60W_7eHL zmRc=f3*ZJsCn}uGOsSmCP+A36Of7kKPj{Cf2v95{XCt31r%P?LWM*(V9ptf&733s( zZdhpsS;va)pBWNEd{3{K%f#Ik^sij-1)*x!dwHp4A*O@@!D;2Hje>94Xt@HO9MQig$xu~G2XjL_6{!FlI>8 zU{E$16qLuM-l~NiYUJm>2MDAE$T^?+*hHBA|2#swBTCA!#bMkXcN zU*uB+cgh)}=hOF@{vmCB!Cw)<9x2!8PIdftB+aYC&%*1xL!nS6zkKO04mi}Iyt;D3J4!;rAmdV ze5o|DEtyxXTAeJhXJ7NBFeB{WnLapA(?=qV714nRHFgU17;%Ve*MY>ME)WR`EWXEn zgv1IZWW!@xffia*gH47c6hpJJigr&TG8C@7AhG*p$vCUuwEB$k(IeyeddIIVB)`JV z{9t-xhKC(;Ci?QjCcVxo=gA;b7UjMskDRQipj@Uil!km~8unr#oiLEzB9EtXl64vf z6%@aUWH7%2`mEea-fTVI_>F6x4FThES>fa!6;zeN^5k{y=ntvU!{W7C|K{YVBl2I)^8w9fb-+&ue zr#cB%lve4!nS}OETlzr}c|o_e6Nshm)3*F&yK^}bB7|7!e68MhTAbh{BywqRbpP1E zu!Gx(nk73?2aY0@cyr&BQfIp8Q#W|50{LBvYuC>iG(P22?d7DNv7FY#gt7ysFy&;QhF(->Iav}jLy+i{xmgKV0xG3Y zWhU%*?ibZ}_@yr&;`JfHAwsFBqOJ=Zdt~_t&OWMVsfCsl7u+3e75x^HlOepC&9{;1$tr= zJ4P6Z8^(0T4*=87_#43tt950Uv7XGZomjZodJ93uzxOrI-%WX56k34Nb$PH0Y@z&} zsh-{r3EjM%H~k_IswebR#2yuSy^lLa5o=F0IVywMEp*|#LeZr+vG)+4^WBB=H$W=BsEasUuTL@p4ZN%0cHJ@xPHJo23okD3T;p0QaHh>s+v8>&-40Qi{JLxq7BGS(G?wxUbFwrcO)Ki%sO#~8^U*96&Ln|X%@=zS@>}pN_ZaXl$W;qIg zJvSo$P@+zCBZ^kK^4^L652EW1^_%^I6Rdc%KXnp49LOC~BNRHMOxJaLb27D&&cg(Ggai0-V90gt-b``2juR?hck(mO>*v-^}I)3sZ&59YC%6NhC*k5EI`}; z{KfU&Bv|mTed-Exa*Mc2F?vgP!h$T|4GGJPLfIHIW3t9%x!k*4-{AU^oxmdA;!3a+ z$VWwX)50()TKG#kR<^*JuUE2JLMAd6rN0#RugY3NTdDb|!jKDJvg5kCHwMs~ILC^f zuZy}zr!xm?IzhQn7yOTMJ(Bcx4S4n4tHtGCpb&r(nyyJbMmq`9sN0qeIgC<(GZS2e z(+I+&XrLi5$>?^T7h=Dkw5FgEm@nn8EjSGxdP38K>tZ_%>jh_) z#{b`pF*9vfdP(uSA1qAR98p+ja=-!nQZxID{S6R0FS`4+e@|r@LwTFjjX&8z+DRU0 z`oLzxZ~o7-JgtIS=eLNZUw?*L_eH6aP?4@~n#uy<9!X9|yw>C9`w;9<_IpAhp2d?? zl2d0(gy~PT^nXiOIxbNY{?=oLM?p2$O?%18^e!{p#h$%4fSqTEkn0XdI%Rxe;l^8@ zB`rZm-d7mal$+c9PH!K|Y&Haez` z&n!xo5O8wynwz93dQy$#l%Eu2NbCqD48R$#cgE?Zy#{a|@`UN;+UFlt??aYs7D$gG< zaQTo&SqH-5R!&>hR12vl*3cvg0V^8OU-|Q6LB+CPz^_0*aY!0LPb8o7CA*@e>31pj z-CzHNH@&T~_x$(ITXX=EiR@F*>3i)HM>UxdrH@rfVOWIMVG!Uw>elQa$)d-*ucswm=enOlN88*dCRh)#mN&UR2M`S^+>Fg*D0GxDP!i~^m#W!*`NjwRcx82jT zdGo=EB{(|D-Zt(a(PoZ5pz1=1$bU*WD;A{^!bV~k6#pkpI%=!g0BvOubYWR=!i;|g z6KFcvg~^qyXwD*0D1`she~hcVsU(z)lEx$A_hWeF$Br1&6jP-+*+RLKs)lF70?*xl zHKQqy7;?uT=<4Og+D++FJ-R{U)nLOyU?RW6(-kaW_aF&&ZQv7|WLchcXvbSy@loq2xSuwSSIUd6JobAk_{I#Xz(zXUAI<|+=ax74D*!kr1 zlZ7=5*+Z?Afbm1);(F?la|2X=kRsCINe#bpWwm!d3fqWaPvBEHol(qT&&nlsaWU+YJJ+#&P(%W z8F&_mwttnCq^jBqzjN`zNe0Vmu+sCjpPF7|V_qGbgVLoC7rhLa=zO%T++I1YGf80u z#wp&)-D9kb87yh!C|iFzU>bMEwp_tTl2oTeU#K7hACDT zRP~cp)9gD}vqjt$alCa3Y!G!P!x@ z9i3cVt)6w1=^e(JVYEfz84MJ@S9mv1!}4=r;%*MfU?kz`^Y8hKm`oy`u!JHwM|D(GFHD~QIidaM-;N!Yu&zp? zCLqqO_}s~dFS$TXuEvG#%FD7NU+OcoV&HP+4HtUQSR{?+@dD#O*fWx~DkJ*%m6xvP z8vQOaKz^(4T6)!-tP2;@8}5J?+rn>ITYI`I2N2Fo3(ENW-duEA&&W9KW=Ot`5|-(#E-l(ke)AO zAB*dZyRLxOTF3^+-wkqY48`;Y_)z5>(uYu(gEv=KR^R}>_|8eRUK9o2P%zqUf%$1Z za(V}r|A=2$UM%g3Q)!CbEykpd)EXOb_gsN?hOMLN3&C(`%6i5^raIne&ReRGs8d1bF+dh%t@(4(hg8hZ06iOD?FLmT4ia(U;2VwEMe5|_Rbf6&5$dW@(DDXoA=*Vn6(S_D%a1-t@qRv9e^!4~wvLExT z-M$Cy$1B@|)vI|s*T*3g8s4wHE_uQi>lr2}>4_j&K-$(#-}m;EP&zS*vxH^OLvjKG z_mRUt)ZmVi))Q;VV(5VYqs@kIS`{#HWX*c7K}18*m+-frZk%dTn<2~#4J8lJvPtR& z7fsM6=0$Rb)Kwrh-sAjPOB!yx;d4*%I_I*d6k6fPh z?Y;@vWdD@1pJ^B??G&DZmD{gRdH=lr!-xU^(qVS{yEc?Gu7LtWP=JV*K`ps6vK&M+ z3E;nqNFCT4q{M87xf*5>W|Ejh|7B6`TsqAR4d4?xmE+q-Z`if}1m3%9uVmV>L<#&m zT845|Yn1`9vqa%U@~x>OE|5&ViaGuLHh{_PwA95vf1?JI**=rq0m>@GxSXbuEcmAn zvBCY@E5Jsbhl?9rJ4;?FC1fcyX6QrrpP%tlcX&?G5tDk+{*I3m5%$WIyS-lO0U@~) zmp=bH3*|bpKR)Hz*R5$w)cz^so$CnMgu}Q+5B+jSHCV)6l>+-JGHY@;@M2yM9)764 z9h-&Pqwa#HFb_fNtd>Sms;c0aqJE;Grt!h?5v#?-6{VKdsx=H~KK0ELbrC*LsZFZqN2%tyLQeDTQOfbXP|3l29tHPnfi%aO z($G${kHXQBh$Aiuyj(>FS%UK$U@sNovOPjLy%i=}C21_Q_Oh;|_tmkATrDetMec@1 zZgue|i00E(oda6SL>+O=K$iwrBwvd_mVQ66u|2U zA(jXM;pCT;0N-Qh_-SFR7|l@aTb+hDL2VE5vNVst-~xb8U2v;CMI>rnK?T3Nts@%l zCgens`fx{quR}a)E_>4-S_+g)HaiOC0YS>=SHkouO)a#Ee}hQ=);sP5{YW`p1wQ!F z^aE@m?WuY4w>crLC~P~FWV}HEv+CNO19h_5JL?sFQNXo>MNEHhx)DTD@u=Jd&BB~1 z#B=R}ljmFI5s)sb7<>HTQs$%xH$Tq>ygb5zi`A0qhggX6fmi7X=%(f7Su#~)uPy=5 ze9-tUjf_R@a*8@_6g&f0bu%EbmIf0>mx6{R>XsamzpK^dAsw0>!*;LW``$iov$6LA z$m*3$7`-+1440(Y2&k6!l%rizWLziVmr^i)Fx3PzFZ*VQ)IDYalsArFa=T8eNfaJ1_nRUia z+&yUg6+!S|ZBSqz5o!+T!yql0M6TLnFqBn?Q2iDVB^Nr)3mHIfcn}G1*?L~tnVdV)V z(sfs%_w=++8D~ZR|KC)_UGhj3;&=!6C_UKzKUj;M6Jey*7&-!e3khUrt_nba9+Vz> ziTj*TUtU@m*P7}cChg&rc?-7Sfbd4(gV^}VO$}ULJ11~;P(C{L+50%@*e|>MT-jvrHc`SjS&tqHba(IxcaqWT%0z98*(%ln)bjklNb2RS<# zc9D$S(Y)I(2^8w35nTB0uRb3Pgq?Ia)fzdO86SFk-HnuOk+pW|u)SKc+e}&eV~W0k zr1=RDxxs{+c7IO25?qyT042GA&gMv=zf|I^q|lBuWI!MQ81wpn~< zEgL;E1|DP;`n+1Np7&+HcW5&v=0a5`-jZH9|DGRY3PPNj6@55;qB>yuknZdUo*NZl z8#uT~}Zk4jH-sBRvlnG~4j^S{;5w2Ogu`#On z_Ng}jBWVzkyiAYr=+4!oDBA{s29#_txrXeao!sI3 zrcA?hn3?CxWNVCMB)lz>aqY2}2!OiE^WOt?;rePQGOcFeQkx?~{*4^w_nBA+zGd18d$>cuR%?;%KrgX}6orv3z$0_)baE=TOce+|}8Np)mf z!XMDMwU{BsVW_PD%JYx>fR7F_Q{lpzOT(rClMj$0_qVmY!QM z(SJ?q-Qba;wyobo?vr9x!owbSeD{@^EvXWyEN zMMM+g8vaUQtTt}lqx^;v@WNhpsl%0HUKe6Fpl7}70BH^ky=?jvrAl90fY*L!oC%UH zO&57PCS?<`f#}e{@JK6+@X|e~d>b}TPZDTo7%Bvy&NBGRevZqr9~pWBc1H=+2aK`( zM)!cI``_P+OSo5_6fIYZb1oCM7-US}cP>VBxQd_&9ZeyOMzUUl@FN96j0%mns-GY0W^JO zfq$fc(tNdVzFIfALbXO^G*q4!hKB^Lsh>}7=A{;|eV8pb&)wFd+zjcE2rL5;DKUaYqFGt@B>q(_BCpQN zPHD^Nxq<6_n_2CZ%e8$2Fhu$rYJe!mMV5_cz__77qE`y7CA(Wx*AMnA1uSx{8yX$H zi5lRMS`L`pmdrAJ&CANG9*j8*1|-6|NfMK4*fY9?-~na|3U?N?zV{V^Ag?MDIn0KV zN*JKzG#X)-@ko}s6II^mr=pMHOut=1Z( zUTdDi`9ws+MQY4 z#v~_6%Sxs7-{aoti?Lrg+V5?)A#I0S7BZnPr7|3gus<-ggp4f=I0= zh7}W?6-tjbA3%tM-_=oMtz{UFKXIaJu-^mw%+m{}sw^Tz8v7pdQO7w+)5&dVNjJBV z9vQVT0H_7vJjZ1U!@;t~AVRh2eO5(*8PF=*4{2DR@|nJ=)K7Ma4G z+8;emd!}#vn}+(7a|dna64VRJ#z^e<=5H*nwjL>8D5;`OdimLz0Su+hqFI2=v00S} z)(H5_8mm-vklfLuNe$J{OWmfVl&U|#yWufG^=`r12n}|%rnWfUFJLr6brWfAol3s_ zyD{i$ME$nk8V6aZimac8GyjlGFdk}!@9oBzrE>t465$;*ah{DZ)V8;}I}*u}x;j4O z{OW4GgT&eALAXjRSIiB_iC86E;Ra(vfd;j7Nk4J+;$$dJ!ExK}LleWmuOzwSw!Mh< z>Egj}wK1SiLpT647}VS~RP<0~O?z(m&WOr-GOqY;4(TLXdwBqe_Id~F=bxzW`T>Zd zN^HX65iMGtXi;)|3XVi5$T+ht_%(vrQ;;Z2Qj~8qd<7U-x2{xmwFOqT*{02Jq?cE7E*PvrQk`T=zg7=o zFjm#-n8D!UHe*$My+b~Nhm(zlg~ZF+V?QIRr-C0Xi#=G>KW;|cSkge>{sb}(k$$oI zf-7015Q*i90E$H-JLri4JzFRBkv7Bi1qspL5cAo8GBaQF;bk|qz4QsZ#exT4R0nfa z>gYQq!1DWI0YV-mbM`eQ(HFih>Bpjs=5+E73Af2l;7VatXfW6NT&T{d!fC>Ha%U|r zDLLVDpOjQhPaD;8Ui=bJ1W;oSFnU63fVXC!=c7Qe6!>I>u}1h(+6ve93}Eaz$(p6N z@4PGz%@Q;h6Gk?Ek8Dbp2P};^zlqU(7Gk}nqsa%qLb6181^e53r5PVEZS%=xp7Gs) zfDRkTbsVegW^bj4)bJJ{V-8zcq^dJSC8HzyJaWNoS{Y$Fw}S$(eXJ!4Cvl_IA_W3s zr1yySjb7#^bwLJ1m61mMm6U{+{%q8S6MG$2mz!(8veGi~qYX zDYAJAOw%8*@Sjasb8~m!>OwSR3z@bLE|cjv*FA{W1GUq?vl!F+}_hBxGdO;qj#qGKz> z$xrqKsUP#&d982ojvD1eF%VlIifR8cDjS2WbbH|FOY=4#em)=LXIw<_Y>?jO(B4Vn;-%keO6godh;SCV9NyrVMue>R;&>&>pN_<4 zD@NLQ;e$9*t2Br^hL|(SJwe+t1wTqA;Xik;sgI{y288*93-RuD3XAH6kW$lKDnRJ5 zKBjP_riu;9CmZ$lNr-sVe%;j8Z$}l8#PUZ12LXE8^-6Y%0c!I`a9yuE#tu|UH+-?W z$IU@;6p_<$l^D6Y`A$tvbY+HU>W6^sK`EukoqpEqS2d0-TxCRXmXI{N#^T$(Rv8ECyELF8`<<5rlz{W4uImo7Uj(FM{- zuLH>rBuCA|;#~4v!yS=p~+BMD{@6^)+u_;J-Vg13&UvsWy~I?k)}zTpiK;9jGp6J zb&X81kR}ENil3zmW?w2Y<|lfl&A-AGz?)KSfEu|_7>KM67F3V8P$S8Wv!Z7pNl?YJ zxDAP1SJ@@yclu#J7`A_F*^J?ED80+m7#Ww;U-)-A(A(%_9J>m{ z5y=t>b2i3H&~)%j6)$E9TFBUs%YT?ZjwWFAOdNrw+$Ks8U%@e74p2Ap1afW%6Yz6E zR{`b-8TYOi4k`Fr(JDE8xE-pCTA?>)eZ|m*FbWb}(`JltFR>m3NlzNo&u}0rv8Owh zj`e*{q8!p)mek40S5Oi0v#qm&nEP~36FSm}-E*#I=c8R#KH~ehEeY$K*0zck7QAv$ zdzxDoRt{T16<@h^-`12YR}=;B!uttO6l;9~BIMy()Ut0}dqVkPJwz>+sL;p8&4FoP zFmQ|>!Tt48$(DeJ7eyJ(Q`bHUU`PuzXXzzGfuQ1;oG?P}yDENzuFIeN_a=KB(iSI} zFUx-B^XF6$#N_yvr)ia^kieSRtc{*v%f);N)!m>`W9yG32w}HT^6~*;g(=$-RffIx zO|pClRJ#6h3IDO*6Q}>2T=H>`W5IBsUF@Myz0@IF~FPx07`K8keak{7%#i{ z1Oh4N2a=p(evWE)ahq7>TKfo?59GykMlmheqMa3+iF6t>{=%UNOKtQv<}dZWqGg^p z@N`864@c5LBANZ(*sRwy1WWxln4m;RWa>1Q9w3#3>3Jk69R|xX2nl0nyyjLBfeDm4 z>vXn!Xd#ZjUYthZkAT&I%ly8d*fHlOWgiMoqK31arv=5W*kY|5l9`tBjobd$)RGmv zEoYZ<@lR9zq%WJs_);CrNqyX_z5MM4V_a_yQ%i41+KFs2*efKlL9maN5~KN&nqWcK^3GbD}cwlM^Nc zZXi!p)|GDFTIR)c!ss`^l+sMcVs>89^ntB=6;K-}nh%CE5d(E%f^JWhae;VaVFDBj zV!yF#IgtlC5HwXe$>G;}j2+=;%TY7F9CkL0fB`%|? zM1dJh*rWL22^lB3}w{Rd;JAHj2Iv%`wYVqFKN0s95S12O1P4ndt*Q~XBamGLrpF02JV`0 z4i0k7)Cim~21X|G3yQ(P_(~K<_}&62;BdU?bc>ZfcwFi|LEAJ=?2vPR;*7I>ppFFM z(}o;7#dpHQf{`}4tq~pAC`h;cJlzL}D-}O%rXz*Y))Z3D5PuX@w#s!THB|po7BP8g zAm5e#PehI)Z}0psKD!{y)4$mw@!DH9~MgLMl0!yG@+B7VMDv?q~tznbD7(k0!J=s=1i6P02|eZE7{{1|!irOMx9PR5NXpD2wS62}zs386 z3Sf9+i)`%YAjdW7^5CE!Gzw-(jT;B6!#W@k1~}@1iJP=CRW?ZS8Y<|I5%nD-d-jV? zsKY(=;a#<(oR{X#GVm=@r05dsWbaY0v5sR)W713R6eK$J>6AJW4%&QH$!b8XY}xDYWiD1oOZB?7TUDTGT7AR^f2jLid^S3%CosE(R3iiAG3QR&+gBj=y!p&xPbci zL7TYm>gxuQBQI`lO-+l@2q-aroN(1;feyztBGrgn7Ayw$9fTBR7E|0?htip}rHISo zCbllTX=onRAp!fy;h*YoM@ef5wfBlLihU}~pJW75=M&)iNu1ZEAO%E*>u3vw%fm68 z~-{xN-rSap1Z$QQsUi_TzWTblnE;gj154c^d06 zv|H|6nD~tvRy75gS_)$vJ+*_vnH@Z^5&jDmFVoIQr2LgjLa)_Le#K|(g`Gq@XbJKz3c;{pu40Z$iIXC>*QD|jaw@ojjb!f~lb z$?w`!+o)gi%kX2e5XN-jnNHL0v=o`-J~}6fdT?N*0(ocOTv$${g3ybIF8`kkY|$$t zcoG55D?JA1N7*>o7ke~Ws-J~NQ`dc3n^Z+ojCRa}3@;6VTypwD%xq6fv_Hf-!=#s` zF_%#5w7<8Sb+;i7t{x?=S$0ilKyChbBX{Xz5*&eJ%k5u=uQ?o5MI@=ja;vB;&m07Q zG=tC{gW}QJIj0TCCxO5NwR8b9LorJ7?$J5g)UYsup&(=aDOJ(Aq&}H*W&O#{zyt<5 z55ml#?RtkOIUMIT@(#uuvqLJ(M2f5$o5n^??;K&nIOth%gETU%N7La%TD3<7@xXzDZ`74xAl8MhugYIMn|>JJ8ti^_Rs82PueE<_t%`}2?0N8 zWCDo5k|2oUvq_^auJZ?eP%1bu0&u9nc!@yiDQL9?k>KD!!^a-Gmcz6GX?OEuMOLrR z=kK#S3mMiJ00pexp%ZI0ir&H4%Pex_J%GQZ;Fjlz6ZrH>Sal$>1+u{G%$BRI7D zd=dG3f!xu$C55ylOKJ&fmd;4jW{1aOApBnByA#h_lZk2g-X4=MWCZQaS3%w@@LbA6 z%>dLr%CO*Z=C6G50)3yq`Q6~v)pnrnaq^JHF%Mc7y5;1{iAhZ26MopGMsS2Qs{8WVpru;>0fy8lV~3W6&ut_2+1 zAkJGZG@C3d6PLP$1ImMI{~RIy!~lnt$T~&{3mTNY8jK&S769}2x zHp#>W*%8v&O_c&p+nrWTYz;H5&y5Ey-t%Qs#T`2X39~zWQ>qz}AG)c>Y=ibfRs+5( zm{I{i9-<_Cm@}%#mVim~A< z$+rV@Hn4oIEIN@0$i<;nfY`Cokp4mWP_*m(iWeVj&EDV#Dird)-{$^j*Vc!L>( zEB#T1{Q5N-c>?-2RUAw?)jw0kM2z&HZ@F$F zZpm$j+UGUPyHmHbuR)%Fk?+2~#Jxa&pm?EvL4L#bjU$p~BH~07hOzF26~;CY$o*m; z%_NmVHjEM-UfEA&h~vOl6SpADEAK7nO-W8(K)XwZ&hR5%i&B-^MdRrEO!bUe9Pd!V zj;It_ghaX|l*DR&TfUny%VO+_kQ~u|EJr-eWfhA!$A%<#I>FIlUiH!Ol6()5P6%w_dilX|Z!e;S@vii~$ zmB;T=s<(==>Z_$ol}`!?6{e*am5rZms+K$&)Q@0~7>?*}4R1-0?%DJal%t`e6LFr| zp4ceZ8rWXhAkx~{CM-Lrl%}pGrKXoEU8JmJ(!ZY;j!mys`e;2vsD6_wGF6~0*)QJa z#^HYBCdt&w^v#siAzd|JMQE*PMY;|5Wb63Qaq7wEx&5^C)bmt!lYV=SjSO!N`8g;P zvICM3AsXHYfdjh{m!Ct4*$`_N_aiPJ69sM?E+cCtYo|fr$K2HX^b=-mrV!av*_OiD z!ue5sRw&l2MS{8>h!hApxCgi+j1_ju)afy&vGlPp`UJW_I(ChE?e@l*CYkCL%SEfl z)!{XoKFh9IA1jYzz%jy{&YYc%jEx5SEIWtwP-ADKl?{*e`aXFOU)C?#1B;uWoB1rY zEa8dmEW(bA4mB?que|ox_AedJK07|&eM-Fv9*>?1pV*&co)@1hZjSE;AE2J>Zo9@N zjjOSuqb>o1{<9$apppUK0#pOO2FU~k3+eRO+Y4SaZa@)362HXWDIgC+uVOqgjZ#@_ zF4%1@TvT5iT@(RdxH1w?QtEHgr0FCApFG48MOVMF$6$!w_y6oC8(`nnxjCZyVq_# zSnFVrQ_YV%tedg=Ezci1pZ{CU0n{)1N^M)0v!Y$*k*|A0yO-BbYAKaeT9hyS5$Y*CWGA#b8X&C1=N~JqG~_>LcfK7#mLcrouGvMcE~w^c zR#)opKy?wO!4<%TgfwxqSeHJcypo;|zL6|{*AZR+viKuex?GAzsxzrpit*j}Re4ul zIbE6kKA9`wbTx3bciqvd?0GKKvE}OJ>YGi^@=~L66Q-SCm(gL2G`cJLN1g~CQJx=( zLW%foH*PkIw+)fnE_F+Ftu9RiXWv%|@2l_OPj45NmGU%|m9BTq)+XF6UoDr9;E!qU z4DNT&yjlfJ{mvQd^>B`7kED;f@HYsNIX1x~7OxkHw&6-nJ zG*WQV9JKobY-^^m-wa&rJE(1YS`HCg#I?vymwneQn@jw=%zZc3v(A=eFT1O^R;U!HA4n#IYP?hK zD)((e=M{!fmqP~Uo1KH-zMg-r7SrV)^1X7Y-=Kc9_`!N=7Cm8;m5p_ckLzA@@Z&(b zXJkk{#P8>8&2z)$v5}wW%OVE>2mh1UgXxjYAQel&>FCBG*T9eb`i1B|r!~CpmWcdCF%L?pSgTsjqbxLfUDHPh!Ofh!yh2+REbvSX6+y+7`dz<+#%)70E6WJ>0^L_b6AejISy=!L@E#ff z3W5p%1KxoEe*s|@0Pw%=0RRf%CjbBz7Ycv^exd^Z6mmfSZ!b7<4%q*_2a);xppdeN zq$KcD*~rnv#Ma5&&iN%yuND9R<+o7LaMqBO;Wo0fVK6YZGc;jvx3T{{1ixfvPV+}s%4SQ+db%@~=vxVRXZSQuGY=z&krJ9*eT8@SWk zI+6ZO5v>ojq<_@9|$O{wueQ!+ELG5zm3|5w-l8v1(=-13eV z!08NrGm)Q}m+`;a{_{L9<8KcCFOL5$&c9lL^5lo*W&D4-!4G?kV(bV22m&NO38}b) zoMb}je-OnSB<#4Cqsmnm@>DJbh5a6muTZXWsobrrkWd#(8Hi$=5TNc z|36&tAh5{p#D5qDfa#a?2My*#VFvvpRWUvABDw5u2M0!uTm97QLIaEb~;E&UH`k?58sN&Uus0AKOnfxCfBHNJuO)DUyapOz);C~YVwg49v9{i_e_=9`HDEMzk2mgP@ zq2vHINyu)9Kv4htx*!(>31me1GdDhe0&?_A>}1fNX6;S}KtOkXa+mqjZtPKja$*n` zM*72)L?C*gABY}MH<|w=sBTekD#2!G7`{J>-y6pG=2jwdJ0-;k)rn3kX0ZR~P(0=C z$zq+P1J0f#=p{ugu?XZ)9QhaHku06s{h#!Ub^GCN1Tz067>fYGI9OyvLT(}`#FO~Z zR2Ip%m&XE)U*F^Cwb_UA2c5}~5y9oM`RND05+)xUm~&P8eLY!o(W;sajH9%Bv!@~$ z`7fFVB1EgX2YLH87LDSkiNX-qOMT#W@>#sZUaq34-&VuJp@%Yg+ybu+g;6EsK#|El ziHc&&ruK@G-r$U<(G_LaJ*B`CG^tmI9Q!yK9M0A#)Mlhp68}qV0SeG$t$@t~lv973 zb&}oT#CQ_X$Y3SN0pfsa(rT}J+r?^wpic=@^juEl9e{F)`9xprC@*3q9QDn5*e?46 z$$!c#wj3OFHk>3Fs!jDe$Mg2+0|A*8>y>eYETEV1^I&t9gAQeZm-I&@P%d-w|9WEu zIgusUKtK!W1+Q})cZV}-krC-fSU$6W$aM7FMjhkKyD7Ew7~O-9F3DLyV+DZxTd!kf zz)@xW0qIaFje=fKLo<%NvbD(Fe~sk8|F?GJn}9~t!h)%3cPqK)F7T#s_yx2-zlDW9 zwtK+k3k7*jRr~rJUiRl%wBT#pGg0^-KXnIy1s?M*9Kma|+a(=NzsI=AlGG-CE8c!X zpy*8@`L7v*!2&*^5b2i;M55F5Yi8fC5t;@=t^2;Vuode~L?FF8qL)Qfb)g0DklClg z=zsjya6AWrPNcCZRA)-RrMeU)8Z)H4{vh9*i1p%>%lOar3tpi$@2FxK8paIuyn5w} zMdJubBaH>MwK~TmSiNeeiyK0t1cpHI1<+pfN1(+4j~~fw{$Hl%&5lT&Z8p!Y)SruE zfBl3exE4NGtTWqvxZI8-6-SgzW>^jJH(ucJeyGmkC^8;RA;un0s+F&?USt_k+^ zIP+5lHz)GG{6S?g*B-)VHOH%)D7rKlHk$khRhsIo;gQ?Ku>BJqYb)g2H_3mVxN))F zgco$HR<^fu<7P>7Z>BR*u8mkxt=uVOJ~bP zqSITl;XCf#tZ%|4$P2$tWD77(7mg*cS7=La_U4vk*)6upzCD^{?F=U>r?FX(d0g*E z9vp7VxLr&VOICqK@~$~$@OmiuzM0gjlqhK)%~YbBJ=GI{%s(=BtbxHGONomO^WCpl z1w-qjmm>GT5_qn{_XLUi$IfZiz5PqWHpMsMAfN}03}wXmDocCLgg!4poLL|^?C#^n zpuAw$nMzjBRwcmhjtoVhQJUPQeRSL##a=HqaA~*SBq>pEYQ#CBP2btoYIDup8B3o> zA?mgj^~sb{QrUl){viv1M87{>#$+?}4uMv4k43Hs$$>B+`ls9hFk~zN(sP%CRIZKI zi-8z$)0p~n%+#x$ug?%TfJ9o=1bA$gVl7|S678Z!*A%0#2YKz{UkPrt6R^-j@h)M4 z0HDh78?k3MhtqOPtY+g<&d&82JZ|Hcbv*m^biaOyXVlNFcZfcvq--nY=z|R6?$+%G zQC{^Vz#q$Ha+|m+&i94o{UBJjZ{u@4Ns;@~9E^XtCO6f{v>314`dN1()ofa5WEHk@b3O@n<@`PgL|eN?-%?q`w+i$X#wEp38M zwxiSoif2t~JRYZMd+J<=0$;AzCG?icBfr$xGUp6SyhEjwUyc2Xki+1+wNjqz?yzSe zx<26&ylj15bj%xfCTz9MGW(&u2+y?Uz|VI4%)u5S&gR1b#Dzp`R7f|R~bQK?Fu-X0|m zqAu~P0bo$k8z8qYkI9lsHHM<%3;xh~et3DkkY6ExygRO+ z(_Jw~2rb_CbQ>MeFSvOz=ok~8te~DZfbMuL%OTZZscO7Gu5)!g5g+9WQV46kPGGY4 zE-osXIxe7Q-tFxgMI~bIPl%^x*G&VPLZFY&hCyRqghz``w7N&Ho$uY^DCVv|y@1Fb zGm=DYvqfwRqw~i2^fRR0IxD$0no4&?b2nFI2(?spGZnVR>|B@iO0PppmGT*QdU8GY zxH2IamBEUZs+DX}x4|OQ9NdJ$YneT0V;-z%s%Y3B-B361TxS0={+UE?Ra-@6Fp{F8 z{dvE6ZF{>M8Dtu}e7W7kDNxO_`mlxk-yXq;&_>)xWc_d?%XbG^qXVD~BsupA1~*+V zYSi!nVaTOrO6h-sI=VgpSFco&EIj%U0JK~sroHIg!*J=%ekU027Mr>AU&eq_)Ex< z(8%B#Q0$W@fZ$`cYXJ~OtmgSjZB0D&$it(#vV45g**v*#Ca~xU;hqV1hvSJ-*YVqr52rb=H&K32-myAkV*8p#22``&xa@p zuJOtcK!ZbAW_$F`;AV?A>knCXV{!0<#d_E?YpYeGv6C27hoMo1kEdd!-*k>NehtFH z9M4s83_#wO{1SBb&b6>V(TF-^d*%tdr7dejnX6dNnZ`rJWt4I2Zb9wa9f}{6sp*!2 zE*`|mL`5#8RVmKd8U5BbgLa2Z1Q5jkhWUA}T(iM|Tia^QCWzbIG7&Z5 zdV~?{S%Om6a+LA6$|C$d-r+D9;!2eL)Pq8cTr7slO@9P${rHlqJXh&bAo!EX_T^Jv zCcq0)y*O9MoJyriOEh^oy@Zx#hh;=SI0bn$aXN-Q$@#@)_*|?GWSZk>rUac%@~1(H z?d5#^A&cn=XC9a0@o-wL$8}Qdl*sXSkGjIv@BIQ-eFw~9c{%PihNzmY^^$ru!Vm!i zgRL&d5HAMiQ>Xe=jy=6USZ?pvMV;qF$1}LVX(jp_WGJt?Es>q}$2g`x0oy9r$s;9< zQzgI)V4+Tflxb9YZso-P=`IU`T6`0175OEe3G=j^cXxyu;ITcnd65g|c=ahtMR6G{ zVwY(aWE}d#Rw}jHr;7${{kra-ykhe{ePi_?2wz5$g2teh1wC4}$(#vIqU1HbCxV`g z6#@dQ_`nwe{I74_io`qgKeKdB6U9OeBP>JrT)Ab_7MxV+c4(c77$@_3i0IMx=`+X@YLIlfad@L1c8g zU80YlmGIdRi8vS9HIp4?e7OJV6@Z{hNCLfkFpxxkPcp4j;!l#mSVcrDk(fNdP;;69 z1R4pbl%%36?y;rO5q{G3S{> zpr{)lG;RMmWk5egY%vaWqdm}{iRCMeh$WZChzJkQVGo4pvspm%pA%A1Nzgn)o5rX$ z9>TdZF$MXT$16d^1x*$K=)u4%W5wgFmS;I;346TW=LiI+gK?)WgIj2CArI&$@>eB| zAr!E+cEjVe@1~ng5%B8)uWF3NGBG6hm;XtI90SfmVUkyb)BUs%aS`>xPDjlT#?|xud zFX8b!j58cACaN8CcK&lomp!&D}mO3!(A^HHsB!Yz_ z9R2`15JjT_sYdGo%K884p8d7YU}2&>9;KKQO>&C8;6K>1zxhv80}j3MO(z7}`L_U& z&%lXJcCKkww1<>CN%(4q&hBH1qIzo+B*pyah2nBe2L2ra1@o8xb} zIWEVLQ~vYC`3>^~7?T1yT${TW@uwZ_q5^lc+lVhM_XkD|i2-3BW05hmf7?0Weg%ht zfRXU94Np?WAM_zE8pz_I&@@VtKP)Ig8b~%_*_Dp#4_qX}1!__p!bkZ}e^?OpZ>Wj7 z=~TnxK&-%A2vCr_L{9!@)pMhlaR~n6m{?-;$ z3H@JNKWgu~8bFk@d0klavA}?gWnc_28jKmr4GLqhBX)NMvi%dW{nd`-VuzPocRLV1 z!e`^v7ltIm{=GYRde*;BI0@*0iLM9XN}E**Vo4D>R>OXKYypSB^#{g|ms;o6U5vw( zg1Tl1m@mn6-&{|Zhf0)-UJLUmf!sd;4_w_(XSa)s!RL_*kxDdNwJTGvV!tjtR%zmbaPKliN`*mihM)qAj(%;$8z+)RI!Ywp5_#x2!z2x-}W4Vh+ifClOtCtfPt zU;GlJA*yy;*G;{izItO;r+-)r3HWmIq}u z8%xku@mJ?1AyETyu=~!c*y>FEcziEl@+%Nxs#etLaH^mTkJp_^?el$4{!mw1-%yvF ztJiO%w!wmi#p7B|r@^FGDEq99LI0Ub{j;LTQ|GVwgrk)fr>Skf_xNIbo}D(kuEgDU zhWKP%cS+sT>$HJvjOv{_vx%gP7RS_!OdeOrs6l^e;G5A~aA{=umo^0$lU4gXyLvoq zh86hsK`uEQkX-MLIgNK3Y>Tx#pS2aZW-d*2_8|nuguBqHRWe=TvRPBv9ZT#04TFtB z`6*EL1%d&A166_nppFNz;<8WM^887yE=NaIa^(-azt85+pk6A8kK11bzKy%BqSJ2c z`Ms)+XYw$#aZ@qvm6jz*K2>TP+=l#3mKYjzaDKI{NpF6#=02MUCqqkV&pDBuB@Px!4tJ;+ad`=XvFTZZx zov+JFB~TIT`P?S5m9GnCc^*-p+Gn7RR-OFH3j;#9vZ09BB)>{Axa_jtzXnYeNDWnH z@~B*I5T*+FWvP^D$r7bt@z|E%oXyh0msCrT#kN8_A31-SDbacUF7?{9Cs3l>(P})F zHVY%2&EMgHQLi#<=4T63G)F-QsIhd8WK-Gn$XPLSg{n@OY-Z)0SpbL6fb&rPL}DDd z^l-AC5B2&{xY2j6u^0-gv7!32>V0hfl5?-J0M;cERS?-Ez;yCnlEhcjUMkf)21n9w| z9O3bp6gqz)_P=sZDRz2u8NqFO;FEKe=V8j1N|^v5t(~z>JBh4zkBn;vN_G&hY+cLr z!SO`#O&Ow+Wp6K)gaja-t_w|J1@*lI7O~cN{Cj4k)ow)-)Cg;bm-G)Q^aATtmM6Rv z;!N8!vgsoE6S|E~lyUD^!V6_V=B5 zdE>_`bQZaykKHz3ml%N9P_(*5reD@muypFbrYm9w#(F`*xOFc9~}Q1y0}JRV%pee)0P${Vl-G{VoFFaoJ@e(P>TPkV_in8p}4;vvUL#U^?I5cv$r( z@1r@4AHq>6=!3)U=Z|0cjrL@=_ffDs&+aoVjfi_q>S?fGPZ&($uSbbuP| z_x9EX)}T@I-SJ{lh&8dt(=bi=v+cxM#}mrcxAv=HT8g7q7b}+-Q)P>}^3-xwoA8;l z-rO-|o^AUwJy2K~FQc~0>^5WdP|olh6!KT2 zUZLH9UI;AN=t(o_ACc%X?vKE%_#w;JSP%kf=i9`YlirpwW!C!<%_e(GC%TfC6{m?2 z9?Nv-G_X0<%Fm*PF@%`qzB{gyDi1f)@~gV0gv#j5^e}0nDSO66+&=Gp_Z00}l{>L= z?>)9thJ0q}>{*Ff!%4Je)-?K&WGlm}w7Usz>+bn+0uifw)JpyUXeNKBgQDPwulMVIdtpAU7nHFpHm*-MlA1tV`5Fl9)RkhZF)sl`!a8X+pa??0vRkhZ zAK&<8zF&UuN_0rX^gBD3iX zhF169&aMT~ZPw2`hjQ;PStodn_Lz)zLqNcwN{Q?B!0(%@`hFU1i$&+_b@^VE7xq+5 z&{mZePJJ-KEf5a5Qp%S=0a}-0OHy|+(r<%0+&%_d6KK03n7RsWG_NM3DcRn2a;k&C zX&ib)#O<4Krr>ubf5Bm#$zfK8GSmJTl8?5)&^91JJSVI2aamdX%VnRh5;t#^ zuIJ-!KCfut)qv-oyYJf>4z;-0!@>_5u+6==x-kW}Vw66b+E>22hi%hO2F<0MZ@2S$ zO48~g-IlOEx2wvMTo_a1uRg1-K+|%^WF@-)^IM+~wAE=46asrW?nhe^r@hf{6tZc* zGte2FojiUomtl$_?XP#s897h{&3ajiW#@JsuSu16le3rd6+A1f}{MA*I88&joaCaxrU161L#|puCah|u3nyEbi3k_*40-eUZQPE8GElEOY$*h zKf_V_Oxk@PbZwI}Y+_oU+9tr5{a52R2@&J@yzYM9(#RB7(U$6mgeYeFn4bB$aXSkZ z%A{IGm9)H8wG<`_)|r1(=K%=}QngYWak1gMLqcvkoK+v8Y=!;g*#Mgj48}bUe!7SC=(9&x)Du{Sm;jJBj>0?i{a>uQxRP4@MDd_E2y&nX( zxlJy%@6KtDUFW|0gPajzGjAD@;zjNrazm?$sn<&{g=8YgM6`Wo;9ACWfp^aKyZn)C zIrC5)rN#qp(?DwH2Zcz$biOY{Lqw;|u5{LR&R;t<}FV% z7nl~9BI)p{p@aI^AXm<9bnbbA!}Tn=s;9tC$ZzNEs%5a1*FS{z+g>||egDesYJx<- ziyHThwp}I{C-AG^v16$Ur`=ln9g|`c?yQz6?x^bXvmLeWOK*GqCq5X~-v>PkcsVoX z2lfwOHtxCxT%8J*k} zXJEUlvDbJy5%bg)l!KW+`61@b+HMARarV40>2dpn-oz==H%>!PY*dYXx%o-aw$5|L zfx^Gk^|+_~_}Wxb)0><2Ch+kyFh5NCC>vr!JNr`&=$}X3z5o+Nk~*i>H)o65^RMI7 zga>#_=bg{G`wjBSvI*WbS01~w>IF%@{)Vd2`+DxW0|!vFEBz4yBh4_|CJBUz8tFog zydu@D5dQ11e0>z!*EDPw;?@{ zG7bmdM}#J3_63!A^-esLr{?t1DJ6hl)&LY%(nzfUEpPK{4A0J2fp_QT8zrlzX6(%~ zz{%+>X+^_57}* z6?JS1q@6YTG&L~WdFCM0N0u_%T)(wcy7X*w7x8iYWpkwgBL^GF8E1SSqr%KazA$zc z=V7_*9%jj>@BbWILMd6V7Ai*pNjSCjiI}NW*0%Y$f@~E-FUHm8d`N=e3=W^Sq2TiR zu>Cc&H0tTa$)ZeHzMO|w7~v7z3Fu)Z&aYoo^@Kcj5SG;NNA+)f#>%XrNxdwACLT8?{@onrR6#hQMhL7$7tAkT`B%lv4covo$qCRu}B!=;fDm!JvW8>O{P|EZ=8ef}+_Imgx zKC0Bq4zFCc=CO}|im78$$z@K_{4B<cAVi=3@@WuwIU7D$7z&v4yocwtRsZClRl*9;OWM+dZDb;ihKPBsMA z%vCoG1$s0Q`aT5kH)SQxKef{!Q|Pbh65TJFWgoTv@H;x+l6wt=fOGzI%j2QCf7;38 zTV8ag|om{^-SB~G9J9y2~Zip%^#>Z>w^TK|G(Npj6{77n_!spe7IkW0|DcJHFuY#)${>h|t)FYV_Os^5ycGQaL^!-mH{Cj{oL4zDBxfWPYL zm@4{OuGOFgY5op5y}!cl`S#|O=3Nx}#$;o<5Js3*!cpgvrlZtqZ*iSpZdB|cf^}PR zCr(+`5ll?;^U>`R^{{f{c4iN?Z49kE=rO1iXVYx8$#Mo6gJIi|6$4mdLNh+V$EnqYY1{Yu4pQ` ztQ;6PXU`1dQjKp;b)wW2RZR0TPg)lg3nYvv;Oq*y`{30vvy#pBL_^vC zRB?IxBZ+sx+81R0@7Y)5JR;yuN9*bc{pUBjKVBbmm!^s}>k3hB!n8!pVGK$(0=PrI z=USq6)2k4_8{f8xHGC&Ld#irz>58l*nmixlFp0+bGQflB>a~W$yKwkUr_(wk6ECzP z5{6`Gq=whcx-%ibP)=kF`ar1(-Hie2>zs=sQ4Ih|VqR4eD4)QMq&=wp939&0t-?9V z5p)T6OruszrPMAwpU zclYAYn&Bm(!|t^f&z|e~WzyN1n^9EZz}6v-BpSRrMv396=P77R6?drrjO5Inf#{7f zO1tYhTO}`=uO=Ec7B@I;*;>*aXa7=W4KI%ay1BCVu(#0Zqx}}b7ZppNa;fbm;(9oxSp?(4u3KFM5b^$bu7-Z*^IaJ+cky~& z&+mCw!*So}{{C#)4E`$Z4 zp&>AEwpLTh_4W|=w-;%{HSP%vnQE|7H<~Z%L*S68TI&F}e3snptr&|h%^JN24FI~e zH<-0C>jc&W`ipqaK@OmpMDZb)<>~fJJqJ52)RJ@Ll%KDI?)XG2@x%apbM-OW9p|SSVELo#ip6cx<7F zimtrdIl30Bs-;;A($ggPzQ@kspg7Pyc>Lk|yeNbu>+csqXz0_;>?HuB_LyF}*Yx}YHT0;cIqy{y&%=UbVF@4_&e^1S5=Zg=t80m$sWWNmb93Ww?7-zm z$nH}I$|=zxH1SDr_k|%7RGxcw$Y+Iy@K{RycdU3uu(q)!KIBSDF)0+o2<{b z@?Z90lGz6x3pEw4<}M)HTI#hz0f9jU#SZw9RR{eYKdv_F1eG^;=O3--J@a zOOT^gzUZ&EHuS^|!1lGVX(yG_ATOLg-H{?_*ys@m z0gZ_{vJGaj^5In@v>!p*q(Y;HL}5nbO}%9ElZO7Qd=Z)8Fw}M!slaV9^7dYkzTug` z`vJ~)kzqk!J*0;AKx@u;>qcuRl?vz~5ZCQZ?zYdQ4A2<<&TNx8KjHas?Zpcu6HSrWYC%f|HGF{RIR zBKyKf*5J;l?ULiN?X;p8mRqWz({pXWo-s?t$ko$>v~wDIUzu&HMjm!2RXMXf_OSEF zgYO7(rXzhHcQIM3HyIIL)JkgT>T$&$H}#us!Yt8yPF0pAU2W{QH=lxb^O$?h{U%RJ zN;8ppNkb7`eEh6u&XF2YQE#xnuhX~GpMXIjB=}gGywPTYwhA?1m-n%Pi76RG5RAZ? zj;8dySi39P0T+wrnawzlqASCbE6oc!G`mOTkn@Z;(!hT+88mhFbX*W+c`6i-C1C!R zINJkh&M(qjt-mSU(12lN4Y!G{2LzG*iIA)8);V@$UxlVAn=EPjayEgf|1szOz!11c z+2g9HJ)NcE0OqLn_io>7x}K>rS!WA<&br>OYx9%F{cZaD3}16V*q8JNcflI$0MAs{ z`xD6#XcXN0Ka>)x`@rYhHJzxHnk8yi&Vj3IpU5oiJmHC0+=I#LMGglo{Mg-Vj+QCE z(yT~o6i=k^xk(^tq{lgU*{*99i@a||4+|-Wr~8;k#hl=TPz z7VZ9M)WTj4_q%`sISc#(t=Q5CZh31*1p7 z%4^d(Rn)gA>~~E$&Z5^=Gs}D=kmvojP}F?#NPh2QIS<=}UZqhJC^NMSEO?T^#d_Oh zVm)%}fJLh&5plp@BrI45Y4&^Na{iR#ab1dIJfJjVpW>9Edu~zAgOpB!^?JV#Oo`Au zXwIvu<{A9*Y1TEG^sHVd^wC)-1p1lH1W-sg<*xF&ikm$gj?tDP-PLKTW47y^9XD#| zdlU5x_V=q^*(zmw%rE8>*(%FGWGr|F3`|)A8w9fDkRemhvB@Ln`2`pWvRS_8&GO^; z&W$OiLo^o|xE+)fWwR)wFjX*#-<@2Q%iXr9MVCQ2BCm-oXw<~XeNhX$zvsJmW<57^ zzVW(0+U2mwVL`;nIiI2=V5J>0h!h%(;jnn$k&7REzwz39#MDh-?0Qn-UYQh@l+eW#5}4m3%XgUt!<;|^{U{veoV!h^7lz4O4}X#X?dGW=I0!e_X}oH% zfK<=WY{&ciYYCrqL7AZ4<2wa6bFv7tO)gJ7>m}0p+KSNpU-Ru#Xe;D1G)6!Tv5W3q zK7x7gh$z4uA5>J@6l6xI7X&ffo8yad<^;rIWvcVaGdnt#AWqXynMq{lv?NCSGR4?GfTH>k}$6fb`>smj8OLp!N(JoC%xRX-mpuK{bwW+5l{X7-nMJ6!8QTqlp~ zSsb*^)_K4)p-Qf#mk|G|OU1tYOzqQY(`xD5J*jizmvejsv?y!-615Iy6NvLvV8(4Y z{dJAavQEPfXW*Xb#8WxiDEjSEob`JMigkk1f;eHSg7x(9;I?p6211& z7w&h0`A26}J0EojDYxQkym>_~oe4aQ$BNdo+BH&7A4@&kQxoyc#X5_bqn37v4G{ z%+so`zMNx|NDSR71OjDQ*WEg2s;q0FRApO z9*hDXbm=0-lisb=>so`3UvuA<#Rp-qPTCHFeNvX^vx$WK=uX$b;X0b)-cjX!j2<%x z#3>^b{pd`hsK?zYM9PSW&y>#H@+UI5u0`)Do|xRv+iYlCMler&InK>0kic;zPl0GE zP>)=!LX-Rqn>>2Y+Bt_Kk*b1$&KJFILV)g;y8<{W0g+9POAm_J@6(1KeDd3qs5)&o zBY$tuP9=!$PD=KHE9XG1jfO?8&a>;(Ln+0ShAP%_y~Sxv;WQ2ldE^Bkl_K;4@VK#< zrqCyo3^X${j_C}`JZi}sz2S_7MICedA6fnI@CS>$Za+l5ef@<(>+Qd3RA7%n_x?;* zO2^oB6Db!qx$D>Q_>$8|YdCXKA;v@v^d-Ngc;J9+$jKW9;P0InP z^a6yYhRIb`dVk+A{~)tzon;8AWT1~f(-(@vVQa!N$F7*SlvECwA~p+#1arB8KYO^u z(roZdd{a9PUm|j1pu>m2Eas=UV0mfzY(ubKx~JGzoJ_*o{Rryg7Oa&dxK8+%MSR8! z=E8;yrG+s>&D+h@S1<-fA2HwTK^be^*2Grol5R`rk>k4HZf1K5HU>GCWeT31z&+H@W{^l7&l1nnojxj zA#|swyY6>+Q1>qBMHgkZO2d|y3w5K7(s%cW*osEIPSm0oR)O!C4$w%Y>QxNuhp?Dm zFz8vF^bE>CGp`IqBU2kPY-DLmD_}WCl?TH~_I~!=o~>%nW7rwrVIF**5wu->YN%B# z`W`jsluPPX!0@PAH-K)MkLzS>Ac3WfRoT21`K30coYr#1w+%LBse!{_G7IZvPT%A5 z2j&q z#d$h3#GW2teSZ{S+W4oy?`jQU|9g+``t5Y73jX$*)z|sJHtI}3J?I6qbTThElPUm_ zl=DHz3s811IIW*kS@pVPIYsmNu3ZWU8P~{(Y4hMMg ztAA`6j?gZY$v;th=2I969f{}pnzyK=lFZ8Qv{#;?(l8%9Gx&Q6vBS{a8U7t`Tac71GmlRL~orpMc1}#e@=>P-Y zGM9kbP=L|-+JdwXund+b-@?^lb})-)rKw%MuOkGt%Nyv;1SIu4Nu9PnN+r=yYYdHa z$j~QEAQ;O`?GMX!@PKPB_&S*}o+rWc9vm(<7s zskBch51?;VjZq6qVA~8T#r;+M^?=+R=bbr=!(SMupIZLAmO|_!DvY|qzJ%H2tKZ(? zRhQ+%RCeD~sz$}8dZr^F$YtI4IvNc@8hn33y&Fp|sIl(>1})!Zncb0YfVDLO-A}Db zi(X@VVqT{JeRS@H*l7+vL2o?AVH#g-O-~sjG2AkOp-Sk zeTrJL&6!K9t)I{ui%zRr!L+2o7Yi0xzH&aQ)S!m!&-R8_$O23_kJ7b3o#yzyJ|9|s z{L0hVs8x2FAo>NfOec{s+6ThVWAZDo7S0y5ePY`*Vam`RRz%8*IVt(CQm=00ZW=6P z(C#@wVBuyIaR;#-60-pi1ewotOG8JiemTc)T6aMCxbU(0t+lcBs&_h0Hu?5=rKRrW z@qV3xAnEbhd?Cy%*30MxjX0wqYP8h)Kje?R2pS|pQ-|Wvv{}MAdsjh>VIB?E1V)cz z1Q6p9L*K_lbYeicYO43Wp9XBuGwe(d+zrVl0yMNp5b_UA18;3jH&0bfC$C|Kw)?ZT zEHM1Ekqpe)TFdpm^OGp)uN#^`G=vKPDwGQ1?>Nd4o+1`F1}4ZN7LhVwk1$t59Ovz0 zob@9>*Tr=jhA|ay;i_v8CO8w!#4ehU_j?h^gDxz>i2GyRK;&l@{BV*G z^h>9nBaCcdFQdJRA^etxVG?*6p}&DLtIG$KK2_Kg*AU0DbamytU5qZFn$)4>A|?vb z^Ov740E)n(p;(Gy7D{-ttbdi4q(cZFb=laf_WYH<;+lP?6cF~T(rbZ^GKYh__lT0@ z!>cbo90tw7Z@E&&VE@mbFq8Gd)ZFOP;S8+lG+9yjxR&*sL<^*0JJv-}I%-22+{LiS z{8*6D>o|mv3iZDLIALotC5WP>9g>bsVAM<+z)+RVuO+736bra-L5=YwR0%*s)rye$ zUzlD@>nGEREPcpwC9aizXgL-FcS0WcEu0UKHe?W~{`;i-e;`odw11$|G%IV3g#SVj zeo=scf+2M#GXIVCWB-TQW0xNb|8JM={RfD2beH@8X&nE9U|RkB2mdT8)mHv*m;DE1 z{W2a!``^&ev45b_F%C}p|J~?+u})#=Pyc|dy-TcA|EmlC6B_=>YvTRG5T+KHi~qOF zZvE2|9{wWA|H4Xgh(Wr5V`jGE>wmc{WyXI9^of;ScvRv)ZL9yKCm=Nl5F^d61FzBI zDGx6E{*N*k&HZCubidS@-cnzc9)pq*v~69tt%?o8ia%A6r- zyaN+btYV$#IcC>WXATHC%(Ps6(;+z9jdt8UkFto4jb7L&Vh2@S2)|uMg}N+VdtC`V zzwroq4LjOiFWPx*rCsfu>k%MaWB85lf%VeYo6lIl%XP-yl_@VbJQ@NH&Aip)mJNq; zgdtutOC}gqm$UCD5vb4x0lD>F-Tj}XVm~hK)7CCAl}_4T%l0OdW3;VgK!;#1g)ngZ z(~Sih(92GNvKCDTe{dSrm(6m&KjYxrYf33`f0)^| z`N`x!DhZY^dtmDS!a}IFgqlaSu+wom^}a);c}p0!Vb|0`~&}yR-)y= ziRxHc&By=qUF9Rx`PX9h~prt#v{GD{v#t}f5*C6uApn27*Ty}8`G-eQQE3P z6q*+{h|}!?Jd5PpwT}jPFy@j-z}I~7(SnnerN8O3+U&Vd9v=7w+aKmi0tGB*3slRFW_~G+BoTUU?}p%O<)e4z3d=Ws${MTv-@VEa!pu30Vpm z+!P)Hs>Ba%S3R8zBet)5=O`Xmb%!-`+0wvvq^JVysv-!yF0^k1#Ec~mp#HwyfzMM_aDaZBwo%7sY$ zX^a55aGT4*YhP9}1${K!PZnt{#xue+=X;iU4e%bn4K!S@ocj+Jjit+{zP%hf@VXt< zD^`S%oGmx#PP)57w7|Qis%(b~w9ZeiFU$OYs{hvbqVVUJTk@|UEik&D=6P|rKe|y6VaDS>G_#Oz(#(WF-baUF&^Z%*k{T zIXHp?PYjKl6z_i4AakmsTIi%n3u`-mkmmJ+d-Tj45~DbHuS@d-4`DbWZ5;&mSCVMiB^kJXs2S_!jG+H)J3@Cn9Y&OSxY-y+X;U+slI! zM47EMc#BkS;WJoh-k%`4S&N9qWxvdzf7ZgSpm7l6$MLemvqR+(0^tFM`l113{-tP8 z_Cs<0dtgIq-oFoWSc-ZttxXSjpl&E`jM7mS|`cGGcVk4;ZE- z^O(a4NKjYlHGai&+Gw=AR#icZKxc*uhekF1dfn2&<9RqW71?V1X=*JnvHbo-p)X_(`ry(Nzt|G4 z@jZIK%Ev@^wdqm&do)Yugms{V+A}-6Nh)T?uN2wFY#TBpvKcbRbHy(VSM6wYrz&U= zhsTeWk?&6U{sK`43m7qS3h0fC9QIo{EZno)^&Pt?rX{_x_?{Y9)H?p5mg$EBZ+ zQRpJ58LnK4LT}Vr+^g85(xIRA$9Mg=a8JF*nj2J}uJ^t?{$*=9Z9;awNI?A1zV~iA zMojzq`lVFBz4Y5#v($itU`d!=OS{*x`PmzVir*Eml*26$Gm}H|sbbw!L(uJN37e|$ zJ&iWeVl;Npirw_Z0P84y_s}#D5llak&XfpNj8C0P6B@5%+F#W!ZLv*bh~hm7JB~c( z?JCBl&f9T_dH}Pb34`A{Pyrkpd?p}yN0|T%;WiYaLSUiwJ^{_7hl}1scx-lLTrC!z zY(rXuJOG3G?Ia_ZKTMKz_KvSQsH50hkOIAMM0$t~Yd03;-T&pJ;FpEZwy}xAC(?kx zVHtHBsfqOo-clc-=k^)HdS8&&H4e{~)2W^Yl&Id1x-I^O>+5ZL-xK3STL@dsT(0>- z-?TP8l<+D4Tqxpgh<2j}bv@Bz9e5jvFX`$7VNxInQ1y+VKu!I1~TiX$!-mXIeTt&>HdYkIl`!==Sq5C2G^@; z2&BF}ou@fzB}t? zdwoH9w+kh-;W{uCH~>(4V$Bw>L?qH}zT~Y@6=E=uSV^!j zd{)A!QfZClb@n4!{$X~*FZn65I_cN;-@OFcoxPcf&X^{6RJ8W;)!s8Gn2osOY8(0n zYyHFB?0S9!rN+~Y%B(qO4rSmrUiap~Ys*UC(_b0z*aSDxcJoeKbfy3!)OibAMB!hFfs5P4~;vgq*UULWF_m9`KhC|S7BUdh&K2Ftrzm=)1l*1pPa zlW7a^Cf8U}C>an*KOEUR45!*P3Z=esC~sx+ekR6i68rIS5WH!8*kGL*QKc`2Vz?qI zp|7lerroK>MNpY=&8D(ZE;g(gyMr1P>KK=h42$mHKc^No&xa!u9y0(evyvxj^{s0B*Ut@|9CcD?5x z;K{2W^1FpknSC#&a?2YG{7CQ`N$l0$$RR&iw9E4TOppz@_+0CBY7N#bcCU;%P9TMX zmiV=1J#{a%xK?7kQ^CCkEdNY$8OG6B){?-aE0X2=CSH6UilU#ru)(4d^AuSXms-ap zXV@)vdCUEj$|5B_85^>Z_Wl;X;;M#?l0T(%`SaOr*ugvm7JP6!dQDd93-f)0`+3C9 z!<|(nnaN{=z{V8&s2{gMB&#Ie$GVq$!_Pv(6zy&iLop4NGhxSl%;qk`f4A-2KgJIR zZg`hgRi5{rgoo6ji(L(XdxxHfcb`OTq6UBa0bVM0OQ~w%sk1acFLSiTa2kaa@NtX9 zI!u{LDzy6qLglf&Jp{kromM47+%8DfWNIx zHRjIlW#*ozw&qkq5>A|56yKE^j&kw87`f{|6PQ8V3>0`_F7@j6g{-{YFnR{P1|snG zE+t8lm?a|B+~g+2-#7ei_M*o1<+GaSFKS)*rFNe0y#BUp;V?uHVJlapROoiCCty+7 zP|192j)z-oI*pLxIiI`-uq^N_yYz!7hk#f4WQ1~A9UZkJ03lw z-&1YSbO4qf$IycBFM=QxVgX7{>jn0s{gkR;a4$TG-|p^j8%(?3TxYJwM9v43#xD3i zjN4w}9B0{f{@?2FzrFz6twdpcP*%M4*6sKv4m0#u^&UHt(VT`rA!Zi8n>6 zYt^gPVN5hPY5^zsdjGTl$+hBbV99k5wC_gtH7VHvQxH&Uy>IyHA^gM{6$8{}la>%X z$6*{9+Wc84@Avy2RD!mZanqjHY&uz!x5PHG?XD>UBH;H_bT)Po-r$8~of9&6U1T7L z@eQwc13R+qL{`TYC_&o!-FJCHLTF`$kY<8} znSTbZHCk*2ZoMwuQ-{fe$2DI^AKRDs4xx$4yPUX)u5R{^k^lVt z6MD9zYB4c#t{W{Ct@DG*rsyV)!o|C#+L`Rpbqvsx+CPxTVSw$|^&snzysj z2#Pj=H(qWPochI630CR{yG3j-1a5j`=kt|0?zlKGetZl-nf<1AlQB}7R+s;VFm2-L z^=1^x1aTc2)`jHXO{XVz3N2&F$CtL=XBM5VPS^#hbQ^7*_Yye^ZNU7u2AvNp^+l zYPp_Z;1>Pw< z;@2768EwMHOUbKS?v3Gu(k^L8R&BRZvbw9;BZ60)Y6ch`c_Bz27F} zI-n*A`KNzZ6Y+nT%C|zpYUnG;GF)h^^vhT)&y1A_a^4?{mqZ}~oB(h9FZUL%I?FPU zrvw0a0J%a?*C5(yNMEkr`O(1?#ai1)a<)J9j=KKIz0eznaqtE)`Qc1q@}4aAa6YPs z=GNc$jB!4|O;w4(SpW4syeQ1*J#!8TTHpgY(YTP@+&T$x6Y%(uk4jb5DvbYh=5u~L zI46w9`#t6GrB$-pR-1HjsnsoA4wqZP{>(Ffb?p?uUd)6$L9pC3qg!lC_=gpX7(%|s!=OW{J;)vW}Uq*dw-ZO6+~% zhvoW8D^4yml3Hg`urTwEu__ECa@SR}7OV(T=ntaP zH%4dcASOX&yGzMw1X>68jrLv(g*rxP2a9PoNBj(0l! z9jwZdsgAFknw_@VlJT%kWQ*Po2mI6Lkqdicey>Di4mIE!-X62}9U^7+{7iS(G5ZF` zMK>aEi6~{u>SDZD7s=XKHyaN-R}38ZqgClu_<@bYN$xCF1x-T5D8F$F7y zwzV~N!234+HB%rWTT#5=RgDFm<^q$4w4D$IQiJt8CW6alxoUZmklQ4b*fNfA^rw@9KDZ- z{C$tXLDgitWZuy%{}KAqs(OyEM&l3A3tX`nddlwlx$k}H3^ScSIjkFLLXbjSuUA4h zq9l{wY_~YSKEx?IWk2`3gL@1nDqlRK|Hs?;3O zkH@66omF-=7*SJ&Rx=hUqzTBG`T}2BsJ4XE4SNs1tP-C}JsDsst$|ut=)z-%F=(P> zuZ!f>^G>p>hos(DeJ0kNpDUZBU{4nZ)Nv4mCZibBxYv~NB=8s9`uUoAJP)G7E)j-2H7>?t8YOf3utI8lb3@*CYi~q-LV5=@HRq3SYL(9xLWI!xw?F4PHR|I!7<}A zWUZ^^=BZa4qt>@{+5?lKC<~VTFoVld2&IdF5yYz}Iq8hYu_>Rwj@+{te7{jXQLvF| z`j+MYmSv&W4ruB+MkU-2;);MeIFZ-D=H_H8kZW?3ZfIMz7&WFwhJ> zpS%}+!hPMrJ-mF#SCN&>y=Xt2eq@?kPP6U}5)5VL>oL1z5zF8k44YCo@$ol@5vopR zOb-i%`Dhf(Qzdog=zysx;GjoC6ea)50#wAVz4T#C#~)*kI9&>7n%CGIbPbaDW00np zfIq^Y$Aw01EAZ8YPd!$MPc2C(KdC?=1m#jld3-Ag`%wPgFv zHwJYYMThL~mvc4(j|X)~W~a)v5xc`N%J9_Ryb~E{#5`={o?5Pk6M3%&^^b9+LmOPo z`e-?4e;%a@m2CW2LwZ9fM#6!H%$?y>R(m1lU{@ndM3k2h83-0cs6FT7mp?`PbN*|+ z)RvKLGSekO$g+V(K)hmckyhwka2-qvI+oG*aZ55RU8n-@Z;HlTEPTv24YK}V8 z-M@rM`Xj8atiJJz7zrLZv}3F5I;Em8^V=+5ra@N5 z?mBhum4~|@cT!nRB-pLt+|tFb!6g?v*72`<) zK7}jXfw*TIzMNj-6D#M}T0L=E^~SuG6b*OqpFBKh)0_<2u+V()rF0w0Qg zdsHddllk6jt>qqoe;KB5uWcI#?}PF@BJ}t=I$4YYJmQ*Hl>Hv{N4ylcy|ksAK5)NS zK(6LTMY;@Kz1pqLYRJPzM8{@CthhrKQq0-o6RO1gDW6D`{tp}R#i zO9r@+n{Jy&*Hq_})$}2kY3dB`4U=ce;KbOQA@Qp|+G;EUZZ1qDV%n@;{Us(}x`?Ak zD$D-3T@_d)tPm}niIKh!9Qzi$r~5+u>4*k$j%}(t^X||9>QEN6RvT~LUUlyu2n0Vh z1>}#{x;DS93oGxfW$OX6>s#79d92(24!cxL4wfuksh$Bjq8fb1a>qq`jQa%qcipyF`uc?klpc zQ?J99N6_$Q3d+8jj*v$)Ytvl24vW59n-%IX&EZZtCyu6x56qU5>3&xjj4z*;QkbJ_ z79tlNJ{;skOcvXKf4%8ot+6#*a=K~;*4q5OVN}XWVeVXxWZ24&Qm)uItmn8 z=S$T;@1&X3rMK@5{7_Wc+oEaIgSn{kCNbtMIla4miQRSb5ZNRYX?Y{MY#@&l z15IWLvZfeJ<4hmVY@ZBlyuLmCl>6OgZCt;tptflyYO0oqpD9G#OA}Ri)#GQUOQn?})3En&M)E@$oU(Jzp>Kz|uOkI~Jd`oz|k}YKrQKBYhZ#h)L;(Os~ix)>*6~^{aw!6=s%fND3ininI*G$ z7CZ+-zh-*YOFVKa~AB~@j#+!*aG%D(X8U(zYb*nkLessVzHHwtnp@w7K0t>cU%!$r^u*DXh z=B9o(LS3B@I!;c}MToy(eTcI@6ISivvm`PqOYr6T&hL_Dp`!+wM$7wqH602RbLV$L zR@5g17ST?dw{@2S=z>o2!1zf5)WdeGOjiWwzfQd!Z`7mIO_wKs>?7+QTYF9R9Ci-p ziD1{g_1HYjG00@$+QZRBC}jt3TKlt>5>hP zAmYa-JDRU_DkrA!Ma?X_A72TMpvJOw-xOStK)$Imc+GxRldeB6Z7Ys+B?(OuLK$UM zh$OPzv=HogJ~K)0?q~lb#}?h>z^6F*Lm*bjk1I>?Za^$&XaURq%fmq1gXd{({FQ4a zdF=tp99K(eoaszslv0mKqa2>;`%oQp;M749mYEd@pH1n9#P2(j_*yhlPefC$NsjKg zERy*u((>imWCsGZctILP>Ax9E@-27Sd=#*Crb$zD-?Y5dP4G%Y@5G;?n9A`z267kE zNUHvT=BpDtM%0tr@z{sbQu3Yc)_bQlU=hlrj_Uyq0(B;Lv2q@S{_zCwA)lb0?VXv4 zP+*qN0{JjGt1MuP_^=t2ggf8&>9yO9s?eF33~Ij(Lr8}bMk2@)R-k@EY|#1rhs)a@ zy+&FOJBVU%e9ylTo|Z6}i2&+m#i$N-#-cKK^6=(R^^RrSF6biyt`l+ofR56K(Mph1 z>k6`;#V>6DV*WY{;bNXRJH~3BwrWp?pDSFGLv(ndN|bWk2_0D|A1uRCTXIpLv2gR> z-^sXr!Sb^gc(#Z}AMp;2JU{=06LT8GIW7?szA%3elxT*+a@c)bLlr7B1}zmC)RYFG z03wn$1z4aFOsE>>=s4A`PQNxkXFRI^MaaMI%(UvaTCYe|^;rCXTL5>a(_p)$aOOcW zK*-7r%Y|hNq<0mj5ln~{GbN0G_%FkkBLNuTOFqC-WS5MLS%(@yk_!XFaCA>v=+Jj8 zMlZ-tm1KW~1y~C=e^+-VaX%rm*afipKhAMe8AtW6wRc&jO zOS>sg?F=|Xj!D|NZ$ngODTHw{js*_SZbZH!nj*l6&G)Q-ApFesgl|^wB)azG9K81( z7aUQIq_KdpjxJt81F=!L&Rj#8K5F4p??*(b;6eZ(9xzdFVpHl7;;(=V7GB{zt85kz zA8a980SyKa+i35%M*zt7MRw_K#zLzn2zK-~3KiBSrJ)dU#Hb%@2LGZWcuI27KM?7T zurr~S(p$&k2A9{y0mQTReSx@lA`E=X0s034SWAm&fBbi!QWn8td`lkt`6X?zz=dX@ zlLQt;aeS)YoSA z8`1VuO8bKF3+=3x?5+jx(H*(Ffe-=BkNU^sYj+vc%w9)Pp=B;Y0B!Z??>NbFocX8B zWVCjoUc8!HU&lkxH>r4~fA8%fc z!p+9%bQK2%lj1=Ip466t-3v(TCp%i1JLkN+8yBPj79To&o=|aZJ6kRo`4!;t`POH9 zFj;0T{x;gJ6x#Pu@3#awu;7Y=JS2{7sy;=B7saXc&lza(&EQ*hsuq9P@r^PYpYjNb ztbzDC;e83K@oEfJ(~*#2f}UjPz3&Z$FtZzxT8Nlj36nS|b6z(TVv(nj@WG!w+*))y z)!Sfh)!c~i;Tlzce|#|Jupi~a?qpRX!aR-xSv^%2e$N5NCHjs;n&>TFX8gv?9}=j zRDfYYja%b55d!Pw8 z54dm*{Xgk8e%8amby=;qs++ajJml!9>hD`4Y5khM)dzs!(Zp=3Drk%Pk+{9vuXvox zn7_a!ib6>~>Lc42oF`DBe9>=bHYV!01HqlDr4R2}XJ(!``7dM1+39nbMgmivU*$z# zgQ*6M1aU>HbY~5^d&Ol(Rm{0IEPMnj%fMQ5TlT3H*pcuk-ny`Y@`d(9iu@};(WPZB zn& z{wyFDn)UlEz4B~XVNCq8{SxNKN^7d+6DTb71L4ZGCq+TbApcRueUePlc6T zOUF{bLa3@2+fnfhPU~BvGI^(#`F8_d@}`^8<0;@s*%8=~lb%_>xH@^^ZOy*dM}v_` ziTm4g^vj7${y?||cGbvPw1EA5faJG!N#g?ylCmDckPMb>ewSqug?c9Ic~&{se1@8*5qv4Z5xQP)DS2*x!X?4i z?-9E4YaMu!dk=g~|29Yz&n+Dro7LFa0rc}~)9c!kq+!*yl?X?6a7FBT7C5kD@ z%UXWA!9P3xL~5Mxd$>|eK?^`G<-c7aoC&zJ$Dce$E>&r9ZqLH1LH!BTG4u#7#p<+0)O?7pPGUh4vQJ{!$|AnY#Z>%15^e9C~)pP^8X z#TS7;aR&!rF0i)!pQb+4_3~ix0)y;13~+G9m^^thfJb;7$LB)RjPXa|MUqxiy*Ece z$y%es12Bv1{%_D$wqGW)7Izxrlg)ai(JGmZRz3?@;=wXJt`Dv_TpZT2Y{n;000{B_ zUu5M1>wz=aH5xN9I#z3Q4H7EJQ=^O;bVvU>EYzYVl47|Nb*=^asw99y0|LO-@BW9x&1kfSBT3r zW-Fj$0ONLJzNGJfi@G0pp@2YjBz4q1MdBUPk38_U*<_C|;N{GU(58&#PR3R}KtJc0 zuE~RH{EOs|`@+-U(!I~aF>Iv{&82pHv0P1~fVe&E?u9~`%LU9;ADnY*JTHw+-k>24 zTXgx4z;v4Lg$Dvt%Sh*rAMRgqcCd5qJ@~B^04w zhn{m*~o6tZyUVCz+P zyHer!&z}!L_l)c=_$3JD%9%WQxGYeVo4*hCCUaCTp>%IJW+;UcgNgg91CLaJ74*&9Jr4LDfoQa^ zQ^lbXs!3>EyhMW##&f`CV@n~%&@LFI=K(sSN;@JGCJ&ykI~wWz;atfNr_3GU3Tk+h z>gvo@C-!~ zt8kJ{VeW7p2dvD{M;4PvA?0M7-2o=*VaPOobiDutm@~HvUEx1mXp6jj7oj&8I333x z*dCF8IEw~+aXPZMr}JS;#9|*(^?Lz~JcBj^VVvDjod!$P%hZa_JKxyW)XB;I1oNdH zAO?@(ZV3b4*;Lne6Ik;JKcApu)x>@PQ=Wzg85Q)qCjUxiDUd%v0S35xQ9-DAyngNR zt5lp;7Q=7L7a?<`L_IiEm3#HK?!%w8krk=?AkzU9L`Kllv>RCzZ0-yNFHQE)zc@qn1UCizrw9|*3n%fT4JR;V z)|*Fgo21wOP$)J^F=kL3JeQXR$sNXRWr6}zwUHNtoJgToWT#iYJClxh)a+%BPIRrB z*syC&;o%aMAIOBf^1?usRRXj^(9x|5+1D{C5E3VPerFVkxh7+)3)PzA1)w-m5s4Y% z17Zb!F%4kPQx{oxj=_j^Gab+j$d&qHBTUX3P}@CzFF^L`AO5&W{zO__=unF?SDbsN zJ+~v~0QH{|C}0-I;6b`ed;B=;jpX^CV)_S`1%Ep>d_0QW%Aatm`5PgC@kb#+ND);( z0s{IVS@>@#S#bRrKM~+7I9&=otWH%CwI?B6Yy z<08IqLY}0dzqgVLwquQyyqbh$v!Ws{0&&pckU5#G_LDhiVv_u55kyw%lY~U2ySJ;? zq5myjAn5hL7?0)Ug<0KhNFl}1>i%r*%B5qG%j(%9JX9r&a5*IW)hJfRTF1tAF<4uD z&!pf=o6nNkxb`!glSJ$Y%^uYHRB*G1G_HJ?Y}1n(3fcR&D6!ziy+(v7zZg9^s=2ey zv0(QG_Sc%|6&$&`^{4gYQfM0|LnIM(9Yw(3Z4-o&x<^RnPDt)W&WUKzGY=`ML zgTkCEqqATgMUww}bNlN93{m1mDu00)+&9$@so; zkW7JoA-oP(16ikIhH8LHdg($mg8vRhPo!NzBu{wJbsHB$6NkXyUT7*=Ou?^5vB`9? zQt5^Dk4(&|yE)b64%fk*VKZthv0RE2yXY;;(4Av0Zr5gI7Z4)atWl3~x6!K;IlZyu zJZ-*uBcq&tAL;ymn*V>h;eUU|2x3dsLFZcU)h@-yFC6{nmoY!E7wf$U62JOsVO!sn z)viGPqIRWssCc8v>#9N8J$bOn%Uze}@#dLJv6E})?8_t9ggp{XwqMiO3=djdb#v#p zf5)d4V~x{{#<{SRO;W)C<+S-@aTeyu<@(6)of?2W^E=wnM3D&ib!|BLCvhAW?|yRd z4k`E`q+*)l!WbYg79Fd}E6snS_3-(cjCpKg?tHT!P8U^m-`HQZTy7+sYfMzg@kGHozr#vVdTJbjrxcR|Ogz_$OVT&2LiSP))o1wSACJG3dAU`H*fw=rDYLohzOXPDOHec*K7rL2-u zC{Z@kEDn*Ufc}tgoK!+_5EBAQn%P1pDy5^uBeSqXC#N>P6$y7T<`oaQwAZKXTXhXn z_NWxCZw>!NQS6S67p(a#exQs`f!-iZL#8Y%HDa+cxaD;1xWn}OK%HDvtp4dU6CDXf z-va{g9QaBkfQ$jh2oKeuZ--6CkKhxf?R28D8Q=!{;y-1O9{YkG?Mg=W+56vm?;;{K z*A?j*{TuZk3rN&-eOZ38KU>!#A7o6{hXB!e;Yngqru22b`PskarQD_|S%gvHO^4>S z0)G+wnSJ^SJ=%gSw{-fsiMGq(x*M%Vc9aWV{uGw~3KdHDNiM-v*bLB@T>=a-P~ZN4 z!hX9s6y(O*FrFPB|2w>AvAZpQO470M4=YoiMpNJ?|LQAtt91>A)BqQX44U_w6RXi- zMx$48A3PO#u?*?&<|L#?JgGi-?a+z+p_ekTn{+mW=?k&KLHxBiY%=)R^t`Wa%R%{4 z%OsKM-c;Ppkhy~zHJ{V_jLYf%g}>RZOruj`-W zh^L0hUbe1M*(3*pK`b_g7<``kR1(Rk|K9y}*sBQGb{Mh=j)v-zf8V_JH34{|2e$R& zq9zwXB1QUvXxlTaks`%-J6i3-kkb^Rsf)eR8BDIEy+pkO*uQ?tKlC`X8iox?`rXH( zkH%!+Yz#2tIMl;RskI>jro&f;2DW_=eY2XrqYaKeC>{po4z?W%%hRpLN&;$xOatJW zui`?<7M)>j-~J5{n~X6{3^AqbXq}ID{7(><)tLshJm4XnOn~u3mf#Hpmz=E9Z^PIe zCmewwWmb@5jZ!hj1JuafpFP(2(%9T|;OYm=_3O-$?bh3Qxx}bx`Q1-))XOz2q`bjZ z`W$Ce(D8_A-MuKto3k z5yZ)cjZB;6^$nE$9p>Ou-$gXQd`)ty1#BoqljY2}wa1CB)o#h^)?7uwsNcw-@7|<{ zMXM6xee0J>?RV?e>YPR9pt~95o*eh)hu1;ADF#j*q-H} z!r;w-ic@({O$(ooX__k|`M?}KLAANzEcPCggTL@$572I6OUbpqDR zPW`{{8wGk2-0;<-+9FhvZ^BfP??&%5xrXm|E9ZGT=c(+6v+Uz}-pJ8;!*e#O3qI#f zD9eXkFQSrMR%Aj8P;HR&ysW35QfyzdPqoN7t?le1sGtnxrr9JeSm&2NMx-VEqC6G9 zCFL;~a8MmWrYav-A z$t=$!t1|s+GEVF141B_+gbM~GPn$`jGW8}XqNVyD7ZGo+5plqjZ`dh(c6<%IcOT0p zPD8;B{OB>R6L*xgy5_%wSQR-ydgMEaqx&sg&YtHHdq&HKYk2OYgwBIxHxq_kQ+vq< zU%1a%HbVP^$X)MN5ra4IL}`fq1t4pkDGlS314YZJc5ROBKI3}pTl}NdJto-^somH! z#Yq`E zI)zem>}Rx!mMK@Djp=no5@&WM6zMx+GPbp22|B8o9o@|6X_R}xd9CWTK{Eo*Ep>or zQ}ssULL5&!TY32qjdtz!=1&5LB9{rkZw)4WDfagi5krNSZ~!r{j3*q5cc}L*Fw5Y0 zB^0imQ_8VfU}Hy|?>?ih)a%+DJGlcLH?3!$u{O$D$Nbl>YS1uQr4vE;cM6Lugb|U- zk@KR;ap4~cB3=|XB`AAh%P*Kz&fU2g_~iC}bfg@4pGFo`%bmJZ_xcd0>~CyD0DR6t#C1<18!4kR57 z-#>Mz6_edoFQlw%{rNhWjwRG)i_*ZTo~1*mF})isnjVzWouqq_ zQUU>=+S#nCF`?+;mOYxIyt@|Tv6)k3F=!&Y?;pUY*AY zRLn=_UvuWSTkJ*={<-VbNWw#4<~E)p^=8`}!ePzMc9|x@la3Ctq@jGNg<(4p7AC7| zKEi+60%aEn;OGPKI$mT9`OZRA`(f?|(jAtZ=}6241{5DMvV1$?^_`azlZfeq;Bn3S zSbsZfF4)gLj<+4e$L9YaVqYTSUz1C@4F#Qc+=q&*UtiMX_p`$jX*Ql4HR%alOi~mO z>k2R^zZsJNrK<0IB864EHDC`mnpw4`So~frZo1eNG;2esWRr5fP{}Bz&sQE)@$=7w zOmro{J65puBF#2y%O2gTkkASV3|3e=xvAjWzUz6NLF zO&i{I>XDTn%P{B}R_*8?EI3^kLvQ8@s%MnmBry%}b<53>(}esxD+E%SjG)vjw0e#r zaeC;Ys2O!I%)4g|UN>+_&4j@1NM`AXyZN`J@d^TgZ&{D1jJgBND#Y!u-?cVFcB1Pr z`)`v=FpNi%7+ock+xD`0kMISAFfRl|{Qq8~-4kZfdXA5#3F@9XU2Ne6oN7!xd2jet z>vm}U`Qbw{!6LwY`&T#{RV(s?{+VJn&0z8UNcAB5=VtEA9W4OHR_kWZ)ySpwaa*KMIp;q+*c|B^hF<2nxK&vO$aHqAu-2@R)SLx zA!q+8L#R8eHUIZdDDNf%Q6!3}f;Im1tKYPHad1OLmIHRa(+6V+SmHZ9Ko1BrX$Xjp z4~k+vpbDqkuu^?yDkA(^@|bEg7PWSBn<}YN%(wquym>tZ8hI;(Cr~R455+F36-S(U zy)B#ig{Ad3CE9PL{>S{~`|CJoxpE*dR0%|vSc(>^$^{Ga`&N!#vxFs)UMpq(bgMGR zHuzANYdYn9u}8Zl>(6i6@TAaqXlrK1rfuJpeCz-Wrz6FUnLi*xyX&>~)OY4JKLUNv z9C{6xWRgx+vP)FBh7(Vx{jmuTxtQ}*0?9*kJK?@+46u)68-;H4}9u9b~AOggn+ zI*pdGXQn&@l3}(;AbwI${cbJ96A9Rf+dS+2ylK;cjTSm3Hg!OpaCaz9ahKo({nEYP{hsfPb4JF<-zTV-XW8%iUSTYp*RHhbsC~a0lVBXHo9_`OHDUUF*6>_!cEt0R*PP3( zy&T=m1RxIbM4rA~@upZ^{>kL~wDZb-kmZA=bg>5{7>`X`RhQx@VA{X02;Q=%3#g#x1?IFMigV?01b3I-6nIk zGn^^tCi=t_=DZOTY@zexA>+U*aEmz#q^HjX7k=H|A+I3^N#Fn{g8_5&K%kPD&^S>tQ*3# zNR+ct0B*#vCS`reW@)CRKsfJYWsPhxG8gV)!({F>AH5W5Lbc0~)z$yXWvF%$ z>zJ}ngmOD^Z4vpsw_2~%o9)u}Vi#X2AK+Jqm0j0Ah}bebQ}?qb;bc;7*7Nxy&yOQ4 zQSsjBz4dUK)W(bSnE=PAvM*f4aQLUE?i9B>eO!lIxEC0QD@En|0T|ig6W5@?Y_D1Y zOy4sDz6nIE-`}}y@J^k;3?0((d@Y!gM@KHZ5(T-et}mL!k6;*H|1=ma@g5* zaK6Ie^VQ6)&|9I$TZ;! zJ`rLKiJQaPeIMH> zY&5bvw)65Q%VSlX?fOs#*55Lhv?pqb@x?BZ8B?)9@xwleEL{0p@$^jPf??LSPwb`I zKuVA_`>4gp0VD#eU?#Se8P^MJ8ljofMciRylU9_vvirkF%yqZePQB{RM66w>(XdAR zpea^Qds$c)d?qb@5h5x^ynR;iD7f#S+6H7pT#A zQ94ws;~*Hz5g7!h&PXY<4;U7&z$PFr3kcXEAdwU{BVj5nAof}7Ex9KE34UaeLuR(# zDj7wX#(W~1DOtc#_)B?DUz(wq-mgD!vJ`&JzTwhu&pz8gN9$nl4AlXp40CmYRw|eE zYy=u1GXw4L#I1dD!P`sOM6k(MLD(6VLz|GG08PM@BTlEC{~l`Jdvo^ z!#+5`bEZ+QHAS;KFpMmOZ}S`!dPUtCeMs0V@^YWifBxzQV=XDd<*Yi%|G4@5YNA3X z#Dfn>p6W|EE}aSodCwbG43G$%9W-j^!^Y3@hN$csawB7LxHr_bc9TSpV^SX(cc-AQAjFJ4K>>!Mm%OlG6m(t|PMKs1y zjsSE+7)`vpCj{Arp@sNX#|!7KeLHDUqf++zaOT$fZ}<+?bekO$xsLS^0aGlze`vO~ z&1TJ@Y=SQpt7w7Y!nwK))~>Gv-sy`10>WzsT$DycklIklSBtq%R?-i%5ME%-ScRM~ z9{dK5e(Rncx7n?WffsPz-zawCe(9*&?-2W9=o%A+;!?CJRkhu}g>`n|U&JG~JY4xD zR@cAfEF`L-e^|mg34JOeGRh5;<}P{pU6tm~Uix5`raziY1l`|^W-Y{}@a@h%y9^~_ zVkh^0d_NY(YVVOa+TCdDLi%*Q%m%YtP-dZI;_mZ0dbRa?4|04G=hw~o_)uv?Fn=_KbMEAl>D z&)YNVeVbwbF}PPi4cfJBAT9kC-=h9gW`a3W`u(GytHa#V)kRe3Y%%D)wPrny0nD|y zlvEpTSoS-_n&|UDXd;opARIruZsoh3Dj9Ql(wK;yW6*r4I2cJ@zKaram#j21&=Y?C zN`p50*fWY>|4$&U@3}-=_c%L5;PaB4k!B@3OFxvoT2u z73G_D9u&kTTzY_wiYH6zox+;oxJq|ztoR!dL>sU|Ucu)+fgS&spUEf8U_?hAGHhaM zxbaAr2|hVTkiR7Po3zty7OZdEV+^K|h5eqz9=|W!x!qBy;R=$(b(?X8}q{;mvV3M-o;6X}_eEM|d z_is+1;J33?4no7#Lpm1EY?vaATE?LgbKl*lEgft1y<`Nw^Z4>--E`LNn7GWu@(wy{ zx_SYb+12j1@#8rr*sip1>F@MIGWG|~I#asjR$G4D&n~wIG*Q2{ThZ2ZGVViqRxv?( zm8xdKhm|_^nF)DZNW0yK<9dT=+C9xcEEq&VmaET~Z7}i)N1*ZqW@y$9#U>L^&)ufkp96zF1gASZ{rqbcox%#8`p+=_H^4|(L!@OEKJpM0`T+>rb{zE#;YOU zep<>2#xLwC3DsP4)P;;X?BF0x2Nbz1?P5OBk;P(5Oj!UYc#=szL*!;JvFAdp(b&*EmzHLVdTAp2J*= z(W#6ui;5`?*H{4-iy?y5B$VWMeFT|5Ut+g&@7uxhm`sJSP2Oo#8OCaj&*oZWduLZ; z^LxX)sb)C6mU-BU=%?L;SmiOVzT;vsF&+>Vxk9i4PxJkB*J|zG6epHYOc5n?Vj;TV z{Aa+NGnNe12;T=_yRLt}Q^0eOO2KB4uvv)AH478Z0|h>+Grv%(M>cU)EOjMgC_=T) z(LY~)?vpf9@rwsF5_ZNo^O;{H&B2!w&RiAKPmz=ps$72zSN++&LZ3R3-^C5VV-CeJ zjFk0M5eeS=7QS5zM>kg4va3tX;CcuW|K7bph8kdpw$P2XzqrL`y_6qYvD-(3p*eWt z_Y2!?XU^S`e=F;k{^B4iEACYqqIn?9@-clk$qXF-JfqP&bZIMMOgH>HW@5u7ln&CH zD6l_(;eVvbLVdwPXhv&vX+8$h=mP1OU|R&QCFArm`c&XdvV^|LXwd_2d{wsWJ#)SH z`+=`6+hYy#V0uLw4pg2JVkRh$hI@k^x94(L9YlgZ82OQ1R_Uv^2(%mV$@1{(D_=FWk1 zB#@PA^ZH|B;EI;fP@dZThj=@T07y3B=tsZjMeVo3$3iW?)TEEDJ{87%FA1Bn4c2jI zmUg!K7K)LB5Jl8=RM{?d7=`F`6)uLtPnXKUW+Z5YHPWqv?U)3%;SNcwMVJ(uilp${ zhj$t^<|#v_05^<6@q)6EREnGl&TYl80PKxcGsBgtZ(bHHL@%d*Q8dSnCyOcbW_$Lb zCDbh&g4e3UeiKv0=r}srA-dh6g;yR9B3v8xiCM$j>VT~gLnS6eU^q=sM1`qz2}0xR z*$NedBWlhN-wR0#IwuAab5LA>DW8Z>n8FMuomF=2Fw{I^HDYBcoVL0FB; z0v;^vaHT()ItU&OQ6w!WClc_9SZQd1zq#;2M%OHt`U>Ay8KDg|KuuT<5Ow}ht@gs| zyEuH0#WftNA^tbZ6|T#xCl^cuof57&hH*Xg%(i(*I^d+^yZGu`t^5(2eRRRE7Zb1Y zGuV9h*h-jKTh+5yqh<*F4-)|755StFex$sKi=^}cC6Pd;-_}bs z82wW!bUP+?{PMY2xPe6N2Lh7S??#rZPSu_LV^spnU3bG@mUp(E@0g)766#PnXC1iP zbC#ynu4R(p^TS|^FN9bx$t#!mXy>g|aLZC0j$QIMfHUkw@#-A!-Iu#8ALKc%^3~6b z*CC`0qOgulvkNRlakze@JN~~Ob()`Ph%dJDNu>Ie9gn{g=s|99RShnWjZw1rpXa;< z41f6^a|{d;BFiI~AP|=8?Tu&15iqIKczj;dNSKhXL`-8dI;IqCe1FP`g#hW!3rIox zsoPjD0tCR1fimzl>5TO=6WJu9SBsdv**NgC*Wj_GYdny!8_}U^Hs6Li_LD}a z&;osR`xcW811LZXt?@#JCX@K|a+mTV<8)wptJjX8S6C{?x5Fb>lTWw9a`?!jaLfk* zb#OU9+O{{N)g`drNKj4nK=IxeXpG~o@&^(ivKo(c$B`}XB*-qD1aDB6dX|6L4iHPj zwxDjiJoT>SN0d{k?%lB#jwK4%nE{62Id-29s5uE=o#Pn#!ky7H`is&dQ&yvohXkC| z@Wb;v-MqT#H$Hfa1rG5*llvmFS;cDXc@@j6&z5Zkf^Ei+9Nj}50fa2yr^1=b<QNlL)3W{H)>I#QOYd{@i~LxKmHL+Ql*KnS%l+{E zg^rr7O~56#qJog<^=z_Ies;TI5(_S<*aX#EHE4WXcH<_U$~mHxF0jD|`Mp(|Oggu` z2EpibS!Q{f(`kmNgy5*furWHp@PKJr<4R!m4h)(Dr@u_EDg?u3O};Q2U8MKHOc|Vv|`V!Tr-tLHN?G38#uKJuuRd2e-qub`fq`^2?&O&RW zFYl>7xk<3mV_E~=QhLrI)qbAcTJ_}a>b!U^XPSoy|4eq`U7bx_TlXf%R|QTS!$Q{U z&phPPSPL`!IGqcnlPghANXtmUvX2s5TsKY_~O0GM@+NT zhvprkd5)Lc^oK0pwB;gdgtju9m`0hx2bt;Lvfgub1LmC>t)>{b@r=WkZ7uT!lnp+R0M6m9Zr$7UYJq2ME>^H;i;Jf--N&&% zGoYa*;*u;zxzETQ(3brW7O|c@QXmFCoHRmeyL$_ir%a_JkaQ&wkz!*oAnmxVaStWO za9rrtHhbzxrjg6|4{s(gfk~~Swtk+8?K;U{dBG-@NXN&+@5#T55q~bxvh;~*rDWT? z#Ajx`S`vE=;hZ^OFUl_#J})~MM@h=cp>0ho6S3KX)z$;mt>Z+qgJN8x7Nc8H=t&+L z#$)d6xK02kC(Z_}V##uH*W-%^qnUm{u;?m3X6_}wbxtW8s7(?Ea&j?;F4i>S_Pv#Z+&7nUre0vc}SF}Y}@ff!Q14qNK6 zrRHG22L}@Fw@?yp(!S0q&i$&`Wfayk_)E>H*_UpsYvOsp8+2w-@8z*^-oqgA>Kzc5v9Hy3V1~WLJ;rB z_LbK*bCGoGlj-SFSqjM;K*<#gv8Cd_7~9-TunhPd_*V@(Qq>fj1f?XEQCSkPlfeiJ ziue53H}C_QjOypDf%lmnsnoC*Uf!-6R8rI^E&$}Aq>>(p<| zW9&rzpRUtPg91fPxovTK1H*w5H5y;fQ5w4y?;g>K)jkV`vS4bH1=Q6$f~c@$R{HQ; z(fD`8mSUO6D6vd?#iD?wxF$Ww*9Nt{H9PQt51Vpw&3hd1$Z#T=(F@~8m71?VXUhEr zts+E-1&^S5-5N}3u{|9xG#KQaPxh*#6UN5=fEaUN@1>O3FsM#-ZuRx2gcX3Eic zqJY$s*L%sKTkwsf#;78hc##Ogtzlx$MuvIo2#TY<754+w!j4lMTal?M1jg@$Zwi_L z&J388he?LMd5Gb3hpFgVtT=~cT^jXXiYUB zd}*j8TkH~=u|sT?p$+Z%y$RZ6A47HWoUwK?hII1d|YhN*17!)|K{S z{`jjEB5k@|VaM|WEm8@z5_)q7N25@9IZSjyW}Hh3v2XtV(}PT**pe={3qORvQcMI_ zGy^m&yiBOGg#h%ui!bl!>qS}3z$ltYgpe5hem#w9BJw*y@t|Z=NazBpFCKH^l%1?(uEs*9$3qI z%P}q%h5IjXee8w9C$qo$`ZQCiZ1^7AM(n$UDP2L@@GlGH4@v6uXr^~LLWL;xm;(Y8 z?w;_Nl+OL%EiqEBb434G&YfoZ>Tr3*{MFahwxCybS37vbahwloi@lenHLbl!cIHoi zDqZo`all49G_Eo7rXw|bwOW^y$z*1P$gBD@(iyzHf0rz*y%%jn8fkN9XKgPszGBO2 z6b_TE927wi!%;eb&THtb2!y)+qO5jB%b|D0E)IyhLY`qzr4rP2D@*pS4iY6693Bh{_ub^oG~OgeM%cHtH$)p5QDI0 z`uPr;t<7LrAo|sMaTgTptV2k-?l!MU^ey`SKLGa!@DH3bbPQIu&2#dL{p6Z^UUMvG zw4k>9J)){dK8=ojD8v}a*j!3RX>$N<1QC0ONGe0(C!RVqrR@ayV*Dy0fGs~wJXo<0 zU^_J zO@O-{vgcOW{p*6;!gYd!o)zOj%d@m^E2v5kO9RLYrOIC5@EruK4QIqKg0g*FCqzvv z00M3CVJpk6#BZGI*2}EL=+d`&X{n|Rr<@SK ziX1kFwa}l`K}WFWV5i&~!-|>@CjQ8?>F?*e7=q_;z7fY>$1`!dh4DJ{^vB-FVWv-Q zm^r5*=_^^*ekBDcZ^Wc#y5iBut>V9zhAj|tBm`vMyP@L}d|g3l_S_mK^aP#{;1OA5 z@us>e6QOlAVtm=9KJoD3bkO(u3#O`zP>3q)HhyR&lu==rG#0!0lTQT!O6CkKzi&6u z?zKIq%$als;9lNHS;*>MzPT#ou84wzRmfAi$|%qgZ2zNh6qxuR_#XWfJ;e(Bj%T9& zpjID;DeQBsLEQ(=rZJblZswaYhFSe-X#FO=u6@RVI<)+I8%|z zGOa@1rq1f<0@%E`#_}>0@hv1rsf;gqQNE(TyIyamfo>kct?taUppX+GH;5+;n`zA> z>$}=eOBmw^SA%-amR@nkNde0Hf+PQ8;nWn9#5C%{05<3EfB8W5r^%5I0TIpvlSI4G zi@Um5gc1AV-{TKGrYA9#{q$fpI%p!3aF`8`{})Dym5b!u?TJ%qIL(jKjdX4G9~Rzb z3?E|-Dx_jU14b1-IZ15cIo-{2rP||sPsO2rC-E+vffboKYli2{^)6RpTOHLDcix#& z1kvj5-4SF_Fx|*4!cPrZ?5$tvYn=kUX{zma&T6mCwDcVRo!A(Vz?B#uAm>@3>QtqO z&*Ij*2G7@raNOm}?bETn>Mq-n_CubAi2dFeiQ;MUbjjAt8KTzZ3lY&5R@;Rc*58<) z*n9+3mG|yn1pWu!XV(P4F!uD~8-nY9IZI4J_F&?ypRo(r6I=o$WdC0nFqrO`<4zP~ z1~H_o&WG!X&gRu{wz;P6wz|lr2@ZY0WFM360bN!(f|`3nD{QcPjc4uBXdodn*8wkh zd{`W8%D6UZN5TC;6j9%Es0YXP7Xpv}zn6v(4(bttIpkpi{eO?75d?k`#-eFltndhH zJgyOoge3R$uR7u?mRCR@MfHfu0vue6LRu$@?d{LaEGk98lVKMbQC zhv9u?!}VE_ezc|<9QEX>ndRvU_k6M29efp2#*88vUoaXeOIL|Wy~$izhKtLmwSZT! zy_c(xD@Foi#orNIKrw^}HohWOtZR@bD^g=;i?SF|Q&L|rzF*|?WLyjXUwFPB!4K(U zww1M!%D?sieN*_X*x!qaSt*T7IPwP5kOO8bjF#`B3wQZnDF1)i@YJ3V9ue`TYjNEj zzL+vLiSSP$Z9~*e$W}|LF%#w-QqeX73*G9171Ag0-d+8vN;9IRc6^L7CRoQd`H6P< zUiy4yA%@5bOOF^-`D5zY;u|wuBj`EBm|4MtJiMSGY>8(|IElgV>BczXL<_RXpF4Y{ z{{i)ZZ5Ds2R&Tpgn`0J7W$j$k$b5jL(1j{3o>kpfoN^aBdzzddKb^a`4qdKEKfeES9lI=p zZ*|#>Cde_b^DdERpiZc0tWaNz*Jyp8@KfPfft;7EeM7+VF3f77r#F?h{EyXQJ+~eX zTNBO;C!0LGv}BB=79&Dm7$b;gEKS>Kk|P1(6PRdfBu}hl6R~mMs#u1c5g-(1gg94n zr)?EIAHg^%m-oZl(9Y!t@AA8RC8r0QKZ%Nit{ll19IGja3NR*|9>M8ObkAtkht!vp zVDe_F9=jdsgDLzB1t-lG42Nw)N}57==8PL!VC<0pA2Y~r1amI@^GH5{Zd7Ce#Shvl za9{YG@wDjZXG?3#)w+vu;RB}FZJ;eX zSwK{w_nd6-Y+l>AxAw=_qTZf0A2o&Im{cFUv#LTJA|X4!(he1d&E+Q$6pf+=cCG$i zUd92w6M^y|V~}X_UndHi4mgW@$LmO-q*7ubN9kUyVGfYNUsuJ?N9U?&sr#`b=7^}PxtzbLRU@npmU^ur+u(e5aS{E#UlhkPC)Ac{_d_K}>u8O(z zujha8Y*t)9N)2J|lz%-w=*(0J;;)GiQ^&35BE|Fsg>gbF|KGefOZ4z|I!?ceo};=Q zE#;h1>ar*jTLczUg!>_OK&;t45ilsB#Ukd3gt8^9p2ZlMfuH0j z6E@72^6!rBp+@${Qg_VioDqO9kTNkH$b&jb^EMc}mt9Eojo^s%%!H*`9VN1zC!zf6 z+^Of!F=|Z&%bd+|K(91Z8lAH7_G>uk*FlPZ)+XjUH%g`jJ) z2MmY`dX5y}QqYwn{eHU5Y0D_l>L3$vH{I7s%obLfAV)8}J-s_?aeI}`P6P8G>jQHX z-=aS@`S}*F!GG8hz1y1TEFE*ApC%G~x7^}Jg8ASGY=2mLcrc40=JYGz_`>;&T7I=n z$gD3hukX?0m%>6EGE;8x;VZ|~hvS{Jd_9NGAS0rb&bVkM z!J`TNFij2%oG;99IFU~&pD(_b<|*1z1cs(E8+@0#E?CXUg~8oZFb+~yJUR??H+9N& zl4ewph}Yc(g?PR2Ze18ULpADspi#|&zhXgRt#UH{)gJNL?aqa0Cf;m@_22mQ=Mz&| z^->+5b)3#ZIOUcsXw1dUy3vU6wKCTg6kZdt1L{h_l7(GIXz8Y}C>)1-^5$$HAJH~e zog@9ySP__Q;be%+t^tGgBCN>|6uzqdYQ>89CJL<^b7YljV>~{aKT3YMw};J^%D7mA zC*A@T3D$u^*D-aau-oI;v{%#__3s|({9l6m9F`ju?jV^XDiPJF%aXRmd1^^0!u@i( z-w=!04J0*kctR9{;i2mm-|PfKh=i+yrylhUsaXSS8RDSsm+zi#9MY7bVx4NidHyQp z@z2Gb^Jnb$5zo4vS#ji-^cv*P=w#mZ&XS}r zbZSF2$@{}b&scZz9b3O25IkyKSx_hAD6cJ{OBwq*tjDZq}+Qrhj1;{6%sK`fvmH_~)C5CUrw zospp@Rq{1Flq6vMihVSy{*Dl?WIE^0dUTz0}G)77_ z$G)TTiYcxNpb|0Yy%~!s6%c218XpZC1ooEH)iZ|I_uK6c6Z@L*mAXM!>*r8~;OOH~ zgx&?x$#+R!HCu`E`jmU}w7l3qm6XKR8Yb%$Dz6Ug`c3=34(LrupYm z$gmJ5;Aed2buf2YB;g3Fbq}|rI>BG~&`V_EGO0d}sp1Sf+(RTGZ`;OZWb}mlQGqRz zRmJJ07h!5c-(Njl|Cyius-b7~doI?>V8Gnf^JLofWd72MH}e(qBs4tKRWYTUw%N&rLX%UskL62U<0s%CJOhFEC0ap$+pjjhMooI z$j|TioW4}@a<|@b&G!4{L=IQzpK|HgXD)@Q`%b<92-fB8S?9385RABy=Y`aL1mu)! zRYgLXWeb?aQCw-Tt6^av(fcs=g0=!766t)6tY#C=&i!=JVrsYu-D;PDbAKe#Xlj63 zIEFpDlkWYfBh1{8|Bv({&KvvmRz)$kvcq?Fb;T z2ZP1jt%%G6|BxlMI3th?fWE9_ww2rP4oSCjYxl42oO+``b6nO!uT~3(8YBKAywi31 zkH<+II?SwUwyVFA-5kKc>M3Yn8b0bs0>68U&h+Hv+Cz_oQoUEuHlnEV}}{UjOT#G2e}SG{SB=U@<+_EexGrJAEVuK)2uNs?#3ea&%YI+|=POrT_Y4dUpcXmBWg2A+x*tJltLgBg z47pXNuOOlU znE!g7bRmUw-R=D~NvTZq?~p~q_KEu&@72S;W42S4dXoFgFib(t!Q5M{Y&T1R+wexU zh-;sS+ZgplM3UiI3wF*j&Q|`1sGvaRf6;6cv;pev+=2Z7=FLyTO4K#eF+>3|(8%0P zK38=Hn^)1(3eDEAtOu2Lei8a8l^?3KJK=jsxir`a1WliJ(C!a29Db+`z+B%%g1kBV z&k;a|o%Cra&%M($@5QK2ojHp_CVQOyF{r&(uGz20i&3kRG=)Vk_3DK+o9N3xd`UQY zGg}a^H$FQ;@RF+SXU8Cb0yS37TVm&$OC#U}WedSoWCKvYDSz;D)>eALv)n@3I!652qEl{IWypm6AAG z3{RK_84M?iJX<#=oB)JVl;IUC*J zJLKSWOXoLN7`wDb4mW4g?S`Q2`n(wcKR{Pp;e!JkG z9@0oYfSuh0XqP0b>P!W6%uh=hG76YHzOi1Y78aV{LMmrUr_zpvJYkCr^B@E3XMYe> z#emG$i!g3+PG`mqTB5K9!C0k7YD(@Ud1viRzIfw(mN$wUv^^l?T%~6I zjY|DU#k~%nn{?UWm3lp#H+O~xy_PeZmEY2trATZzqoq5Y|unFXyOyD@H){J zWm8=-gL2utKE0$J$4NygHBnb#EvdD-2LIX}3N9~vI>@Inv(j0OpNQ7W_D66n@QOgs zV+w}esx3xo^yxe-9XS9;e@vx4Too-t{UNy0q=`}63&)EteW;k>s-cW?2b*$L2`pj8 zhmK=&v)vWuj-lUq?HIB2fE2nHqqO5Y&6kzl+b>^{xwhC*=s6%W) zg}(Z9!GL5b4YRgJb#s*+6j|NaE>u0m@BvC2_1Ry{q-+L-a6cC-C$49uEuL8{DZlIoLRJlwNi=&ye)ev8_jpkQC}v89>Bmqq^M zKW2sA+mdr`Z&)XV`5tSn2Z9y);$#ARg!EW(JD8|zH?e-J*K6TgP;Bzq84k&oWXu6Y zU~R(_f?p1qpjm7=PREjUvTYs%Fw$LRi<;!zRO%lz-d4x^f6#apn7j7IlKZkbvlcEB z@#S`VOTAe+FM`?a$QE{fW$6%my5~w87=m$PFvyVi(uD98Cn2ru*Ia%#RZdNUF9We9 zr)}zw+sTTrXYp4livA)Sfg6j0r9Ife?PD2DIA{XV7S$6r-mEF%iq8Xt3iMdkuWWbI zJFNw^VKKchYKfMa*QA^1YM}so`H{l^*u-l;aUi7AD!IV2|0>4}jNThdR+ZLfvVJh* zpGPH$RaBC_&$`w|O~PF`l@o`{HyYAo5=flcqHpntjO~}^ckdYm#0Q52I>634+u?zG z+Z2Ae(QGa3#Vbw&J`*Gkzu|1L;Z9T&>M|M6>9~C79%4prJlyeVJ1WZDEq~&Io50vE{2x z4K|SDXHk!5&plOGC}XJCf=T#L3^}R6BuN5tp@M5TvfUo$FN>~Te^=@~gEeJZV4t!vYiWYpUrlJ*o4LH-vt<5Akj_| zG5PMzCPPoO-pGrw7%}q&&(G}q6dvScp&Db5;arPA%DdpZL+OCc$|UFFD-@8Or-cN< zU>omC`Ao^9sQ-&la^(>y8JK;g6E*!A3CA4sIg^7-2EDm+{-SRCoIa;GJ{&vwC)#R` zPZWQ3f%oR#7K;%uD1Bhh>+0*v(5-8Gw4sTG*3oYkvwj4o+3Ka@+i14Ivao8~-^H;k z6$&vo!PR5SbF7kDO4^?^q6qWf_C>?6KrLCbrsFO`s1ustHBf!K{>MK!($EcMM`O3x%CE zrqyB)38$P0tj{YJ{&2n|>hK(wcjvw_R0*9?6p}39=xK2~8pMP7fcCo;Lw>qmr=-oZ(SK=;r<_PmJG* zKH5@toz>81*IHt%Z*{@K7Ji5Y-=`LFdFRb-Bp9wa8pBn?0H%ABA(BkdYHBzhaj!KW zP&ESJBUdX*-LKME>x@90N&e_44bsRfqR|+{jyqe72J1!D%}B$|Yc0~2Zq|7V{vqt5KH z7O(4BZ=_Ga27Sjf+V!a%I3#q!BxMVBY!+3C)N}L?k*tnyz&g1mRFY~{Kly*Z3*N(j zPGoxbGe85Lc(EgIf(r=sjzYgr>8ML&ftCMOc8(m>F;DWgZC=KmFw?lR{}y+x%2TKy^SZu zVW|l7N56{_ex}>Lk+vCJN!5`ksNs)I?WppL!w+j<7raHzwFo&^CbJU|E~C+sx_qHp zlJaeCr{L2p{>Sgo36ZPcxlLBX@ySrZkid|KPV=$1wV$ol1NO@)CD`Ry+2df5Al6K% z(0r>%pwIWFep8YQOM5_h&JnQ~q*Pi!3jloW zUh}O1C_2iH?)4PV#XP7R4tih73x$lQ^eAlacCKJNbH{6&2)T0^E8!{@y)u>yKHZ!5 zrS^a1R~U{(EQ9pK*a!}mlHO<-Ig07&wm7n~e9t+Qm=s*`BKIDhs+E)&339w>`Vssl z#i{2lxAhV6g;6OBMn*#qvmVP+d_ZW&px`W?a%q1 z>&hIXSD(?*#x23{;@X7SD7{Bj2aCOS@mCk!l#vjuPLb`b2r>Rf1B@r*=3|!u!&`@r z3>vvjw>b>WzKTE9U1jmy5%m}$vkzfMH zHF!-D1{$wtu|Bjwd^1`Bm?Go>+cqkPBC0e4s>Fo+bSCJ)NiIGcTT{~HQI2SR-omCg z#OVqe5&6F{lou%9*Ij+0Vud4}{`4mE;yq<%9Jtk4Id2&Fns1W00;^YHY1hJ$6lLn- z`-Q{~=ZE3X5)GCa?j@6VeHo@q=%3));7-@tnLa@XCJrgjunPnP{@6R&zk0$rsZ<`U z=YGJ~Lz+WE9U_3{0D>8-JvDx|}$^>a7c~$0%s5=Lxq~{It|d3#XV! zcUr6=diBd$nJ5)8OAI6?PAal9!-WFZuV>i9h5#>9F#J}LZLv05u}U|S&QLw4Sbr&E zX--hTqfNO0Wb(cB{X)N^p__Yu?I8jbD=)e{E$?jJn1Jqr+cU!X6yN8jt5r@@Ep6#h zM9UJozwAFhL*))h%K%2o`av;;hRQY9_Gk}SN*-T-3XD&`g=kk^wsrncI_Xz06BYa3 zV2A!xrOwCSs*d#iSJow`4_+d$7npx8n$by@j^r3OzGvhoLoNKqnrwK3>hlG9vWNEA z!`AJe;SNvvD~-LEFQD6QPt#Ku>PKd@BRRnn0j14GG~kzZfkW@cR_6vBHnoAel~5R| z?IE|dHS`(YH?6NX5J5NrC)-s^x1N2345cK~r*^b#(+pri)CQI-U=M&_Po@b!mq$&N z+IXccl#9ca$rrF_j6vQLu;_$=!I5j#HL_F_Dr(W*<6M&MlQc#l*H23+Mlw`obVQ^_I>mNoa$`>(Z-^Pj~jyAm{S6=`C~WWy*0W0Hx)h~ zygCqvuw}f_qhm9*rXEAcQDnGCD%S=D{9$OGc{P3e5Fm)$laA za8j)Mp01=fz|D$S1ZXe;b&(u^3EA(-EsWVj>Sf>;#a$-JJ#@yWG7P<$jVm6~zJ1Xb z-RcbS`D}xD3~xcW2}}o;bh*(KrZuh2ObAm5qF3AESZHSsP5}O*-bog(mfn;LD+*nk zQih)Ve0;zce$dBWLpPF2<=B*jU+#fB&&EE_PJB>HWll?3RGcg0)cP+{NOs9g)f_Wc z(d2Jlktv)I8m^O+E}pc6B5T+(o(4aP0ikiGYfTXJ$C*+2k3UCGMVK`j@O8lhmy|hZ zpz+35h)*jLGUztD?VvdBsy`rb(-I8*FwqIg2cF?WRi`tU!_xuBzmU{T2Toz_B32v% z5pKmFQ5Jn`VE2Htaisi>NmSaxJ=9idL+d}W)ExhP8F*9UWj(L^==i9dot<81l#(m*V)fH_t6^8n^ zwXB<^OLVLY5+4K*=PTv-q1VvCb<4d;HT?fd)~tj!fOw(9vATw zRy3>)`N9C5Q&Dh-&oPqy+Tj~$2ebJ%4grkjon6I{o;yaZDi%aT3{nC`fs@xxtX!5W zqgarX-$@gM;Ab~dER9N4?(V%w`_>(E%J7}jmLo;t1uFkc$2j8Gp&EiDclRWS$IOps zj~612lg50b*!`pz#51jXn+nzUvZAeEzP8~flRw6ULtEU@?UG9wU&EHgY z_SX$rl}I)Y>?;inTf8YSyMn1MXe|OSU*_>I5!fdYFv7Fe| z+<-lc_1uAQistyrUpHO{d#AM)81gl3#Cv*h-M2~a@SB^R7wTd!xpvvK!PwQ;coT#0 ztf;0$$w;?N**XEr6JinX*KyWB?Nz`42y=7wDy{QA&A5{a_}%gB%mht62h8Gtg0id! z80%$@|T)?l3%S#XO z`w}>7Kl1ViAU5;c>Z8PEGDK_>n7DA5M%Q{>;8HXz^^8}r7(qlyHj|^%45#BDp4@PX zk`!P7^QKEZ+E&ST*8j2qHoR+}G_)c)311!{z8*gBEg7mnve@g7y>blyhqSj0imPcC zwQ<(~0fIwtm*DOYG`PFF+n|Fx!GcS0cXxuj1b26L{U&*ycklhxIs4bCuHwg3P0_P@ z^}V`#UH5f&K>V~v&gw^^)ObdjAIcdDpSYW>4#QEk?#G7DSRs4BVYCRLmQhpu?FP2| z5==HSsc3?d4|D!1R=@Tf|M3DF=P6x5B$>3ho@;+aP=>3pm8rm%7;m7Q2uOmaceCcO#y!)w8C&Iu+{ zuy&mjPkWm+$!*bZ$s6H@zl^wlX9?S1MqIV4B-l-+v>^WFg}j( zOOd4H%WOjWICmC)MIG5xpgtj+OGFrs02SU{4lG~>M&nMVal7P+Bja67zx2I?{rXFP zlO+WS+xcX6N2!R9QQ}k3glLFfY{mOd5o^om{igU)Jzz#+B*el08Iko(-NFBMH<%jLwTl{aoyCqN|06q?q zR3890y53NzYXkU0bv~pGRERK+LP!8K;=(g}gJ65_eaadw4UrrzfBR%&1eUx!?7`Q^ zjjBlg%A0Ia7s94Tkd#+61OA}0DN8#9g}-yD@IGP-@ar`+Kg$4anMY<~xb7JMcO2!? z8T44gk|CM4o8|do!u{$UX6>CGBU{}+=Kb4Kt;Hn4fBU_&{x`oj&y`muF0I~5*XXy0 zx9yc_Kd*Nx^wN;YhUZpCun9j*A6wC9q6!c44^Qm#9a}f>w%4~jchhGH-pUnlo#&k1 z#0P1Q=Dp*XG(Es((vY3T8*eX2oyQ#+2#Kr}Sj8);WKDS*#0@@(jSjbMr5>*brOY#9e^VqMYbn_qjReWG?ZwP# z)9<*HujtpI@Ke=op&nx~(Zw>$S z)ecH2K{VIV-u;&&p`cAuCOW%8h>TE@Jn9AN=OulC_O|WAr~*bpUp7rTyuM?`sT*S$ z?9$ExGYp%U#oB%2Wf_7c+DzmsEHEvp3#2`Ymyb=J8_J>g&@jo^Ad5E^+YR1JuF%5TlzR;V_9Xz0I!f&g%?gFmqY6R+wl?#Z zovz<05)}+5gWiP?{%CrCIB z8X9Rovk3~n>1y{)z}9NHSk{Z>Z|ju)ki;QAC}QK|j?M`q(;4TP#>tKHo=7t~fr?wz z8ydNxr%$*GNz?U}NJROGT>@>O@6Lrd79{|L0#AHSZ|c8+PM!Nh$T>wpYY+H; z)I>e~U56JSKsG_D#_qaus8yYE#YV2l)5i*zIWyJ4l$0rR(-`mmEz`A1GrR2?-7j)> z>Yijk^ZvSKPs^@3O!dNFM1@8zntRZ7A)W!@e9HTNE#7%|7!mptuYH%##DmG4+y%G% zFrs5v1=C<8eaDXc-X=Z<>a!6z>u`6MF6?@79GKZkt4UX%l!NG8I40KK}b1g5Dwq7W$3hV-zIl9oI7<5d&?PYQc5)dcKlcGB5z z%t*}$vEIKPm$a%{NF9K*EcO%ld&@xekFz2gAZQk=@QB|wXu&P&269%2FphwcF7XC; zFcBF?x?4W_Z)A;4x_F#wA3=f0(?by$lqhgwS*vf4VJAh8;6vWFlh% z{zf{Qcr#%f37c-k`ozGh_-?6Rn@Z2>EkYnBu@3w{G~glR@4as@J25ONHPW4epCpy^ zq*A$wQ6^bhU1qrRi_M5X>}>zC>4@$Keerj*4rzk5^Ow;OPO zd;p7oA;c!=Q7|zxE0a`hd|EKl zyC~y@n}^3*7;TGX#-_qYxTzxC5U{vlyfQLzCOq z{qb^dx&(r*<^RpgJ-qSd|KjD2CNI45AQ>&Sv3;idr16{(_O+EK16nZ%j!RrR3wfl~ z0*lQ+d`D$=Ob?Wd`!%L5y449cIQljkm>l)9~oa>gtsCNHYclKY8yA0^)FM|;j{!y6#RK{f|qIJ z>$nDL$*u;0zW;@&U)BB5>B@6-R<<VM#{~7rI|KFNb2n$tW<#KKIW!78Vf3)8xmC)=q zYvSbLL=BymZ2%O_u0{=%PdrjJS2mfSk>h}U7dDx|e!1^upxO~qB0KubfVBPW>iEyJ z|H!uUB0F&YnGp{E%CcQ z-G#h2(5(BigQYf^OKx?QqUU&1kHi?V{k`?N zx-G#8%fM~~`S>K|Q8=JHv_v;x2GgO^>w9op0m+j1 zAhkC37a|FwS@4_8Sud)tr_%r2`h>N9?~z7?R`z;2|1j-44Su*|gVG@Dsrewe#H=S-%fQg8+tf3XqS8WzJCS({G ziyTw;bHw;Uf4ZmyQ};8DHaf?DnY5rj{oE-Gv<7X5CYHCn;u zwi{>sq;!Zq+X-~|eI>So4-owmY*UG9u0aMBLu0ex<*MB~c8=fDr%o_AtPd>#f|CG; zXJna;D-zpZWVglm*AfRx9%?8E%3-~g-fVmxSic>s5kUF3{|4NNKaleM(#rh8KZJJ} zz26j4jIyz7!aw3`2J{elE91YJF3b?ZP>!Knh9EbI&9z(zs`P)ENv>l%p!M16aV35i zfI2w?f~l3O|Br+5=s*7al)aqYc{KNH5!|>gFapkI9DXSpLU9eBh%Nlw9!-hXKdfi&S^HvXgc0=lH`g_iu0jA z_nis%Jv_4d&_Dzrha0+)5mV(B>FZO%d?f8(7w67z_s8y>HN8Y-HN6 zJs(d`Z#Fw?wcC@iUh(=Gb?H8Tl0Gjt#p zl64dnE_nROlBmxkbQ9cx^jSt}`{8A6Z_o9FHM^;RJHC?j{i=+Kbrd_`D~GM~t!M~i z)#0AMdirf_vZD}e50SUHzm~Teibtq$rqD5g{@W4X#@}ZD!-IIhjCeGIC#K`s2MVOq zPKnLp^ODnUVF2l)-#{>OQ<;`{qGqctK@=e?J6T*2@4b)P*%G-;o!9+YQH=(9i|gIV zqKLrzm2aKZ{M(}FA_(&T zp~Uk{JleFZm!7CUcIx^5thbssl^_?e<@K!xxjZmF58{Ua)3a>KIf6i21YFW16@i3jaQ9EB6`fky5bZP*ql7xj6 z-5uLOKaUPya`IueME*Jr*7a;9Wz!4#HNULQ?P}SZ$nsX~o%YkO->rO_(0ufIUc?gM zfz(QcQ_Pg12zK3Ydtm<9$M8FkK!Ea46VQVv3 zHp3!@Xk`xyF!P~%y6K8X6F%iI>CsY}?tW09LrFj{g~fEoY|&ywx4#tymrj8QXfvzl z%evrY(5@RCCJSAua$x1YDoRRFE@j}mRF>~yMGN-ky*PHbZzokEYvx~_E^kFf=rVn9 zatV<$G+cSOoXyjqeSEpx*PEk*@GD=!Pu@Haz~Ya^ou8<%+mxQqKzH0=#vsB%xUP>T z-5SQ#*~G)sht$SnXN=6o(aJ0>95(D8Old0;o?EDDIx4M*V|H}<<~mtSR;YM=P5~4A zqa!A2h1r2Y<<%8a1&=@6HkFeW4o;E}aq>Vmt>`xEUEy{8EqBj1DtDd3wrV$eS1M8b zr|(a3BcFVMZ-S`9s|_59sq&AB6xPc-vv|C3KSXJWw;bV*wku&*A&ZNPZ??LUcfDTw zlJ)XwiQ>H;#@E-jE1Y@JKs#$uci7K!l1Xmj%hwE{2b6C-AQhI6s+Ohwj$+S1tBEgV zZm#MtjQbHtkcRcAQM5qVCw2>lb1SzRwzIXRt~7K9SHG^%!6E4mTTGj)vc-65tp0Omgm6q%R>62cyhf`i50NV$zrhZ|z){1A0~> zV-~CTQCsj+Zig-7KNe`QI-`&~wvGH`_*(2s7`Tt=?md?`x5-&U`yE~ZD0AI#q=8v! z>3~X*BvF#JKsFa7+F@JM_5wRLGUZss{Wj!;&MxLa!quHp;Mw)XPDyQI0r9xIjP`tM zj^YF?orUzo4>}Xh#1r>nn3(2UUg#hR4p`U8h6lE`44-YM?ArGBz>6#>*aQT7-$q@m zj(DB>O7@1tWFIO~OrIPonZE?W-+*YR@WB8sR*Sb2+&ibe!$QT{pQ#AvVE&bxG-WKJWJxyJKReT8q{u&*-|Oa||8&DH z%d=A}D@?Ijo?K}dm~KK&vzP>+Y}6o^NjEuw9HX%blE>rRQMTn8z!sS_X*?71Eq+g< zN5dn%bIDJ$+0@9o9g|7VqtlDC71~&qD!JD7s72AY@uso_q_!U%2~m<@nMwgeCTf%O z>i~)0CFG9rUqu$TIII^Wby`=&LF!i0Q&^3HA>MUgznvt8^sltZ47oHaB?~^TM>&HR;pJj&Rj$x0Yjij;UJ?m&6UU z5-fr9J6`8$aE4E%Upk4HNi%-$j;Q7R>_aqwy(haELLPJl+dOq!`zb-_mF}~@7+yfH zsl+yL>-7d57VQ5H0=<`$adZLl{I8LtMf$3{ITD2N8sB61-vToaS3`nh9)zqbv^x1$ z+kGxJB@Am-GoEHo8b;TAb3PFU5?xOv*56B zAj~ZR+k?xL*Z?x?4nnQzSOM*_8*##W*1N7;=oz^3IhPL!kmG6~YiH(i>G(i3Q%3^x zAvHQf>}_Xe95dya2(W;{%`6gqz_^2UnZeXO%3|J~l83v>=p&h0Z%H;XgwE&l1Gc@0 z3^3!{_0&v%ziJ=< zK&Gi>K+XP==U2ovEJ~15I8wK%G?-H{+}jXn&SW;O9o8Z+FrlxS`CHwj-&56WJXK8X z0s#r^j9>yT6L<8X`TlgyW>(-Q{C&yA(By>ia?DnB2cvmNq32yLZAD8zzXUCpd(Opc zXxyA0=xX>yMfT{q@7cCBryUqHkjy!KEPuUR?Wsl7+fET%rruaQf3?z}q#W*Mia|1A4lGYUjBy@sJ!;FQ6niAAmfxYK ze4?AW!S|XK=eGdpD?Z=N<_?BMTlki@mhr$YMaR=6=YEUA4?c*!7tn5J=k5D)@CRyT z>Tzcsr6Evw#A*%JxFF8D43Jc*E+_E5Ug_+eJZ@+RIU%D~p`8Mn3!+c0JU%Z_Pp%L4 zo*Nw}m41lxw8xy!=-C}m;cWpMg2Ijgtg^;Y3Y?5IC9oJ2s5(3T!xF63_63N70{~IQ z!*p&6Wj0~a$5a~D9ztu_2G#Qg+0OKtz=}$>FI1uj&+N-)`^V!hER1dm3J~R5*f*_|7w6;bXSDZCKU>?}N|cLbw%;Bj7@8k))%SS$ zP_2ngUXB4PB{o(NM0gL|_h5;U*@v9I zrhq^BZ4wjp7cZ=pWP=Nry{T&CEfFbm$=22cp|@D7-Rcv0FP{iDK*GImCJ)lTbQwbT zR88>jj!Wc+UafiDdwYf@tKRO9PaXqxH>nOAXR~-}z>wJZUr(Go_scmBqULq;?*$%W z#b21dkMrDXw^V#JI~ycoWFJY~g=>PuVFRsqbOKT4CdecPHxPkU=AL#Px9shpnkF|( z*~y2^W?t7DuCeuOX|T!nd>2fzTc_ZD=bi8VXHCb1i`$8*EouQI+wOa&2b4rtBGcc` zn$N-GM1ZlTBez1_io4lMv zcefljGpOq`%Objk*f4F9GjADk_p9E?pty4W4w&@UnE+2$a}Rq%o_EWc*Y!@(=F#M+ zyY@Oq%F&e0~& zVJZG662-^I7q8d0=c)6)4_wyT5BV|_kVO}D0Z(geedI`BWz z@r)ik2e=Am@2A&J_7*w+~0ckXr32@D1w zP?SxR)MXq?BM`%&l>NqLt5hc5)lTB>C&a~{B4qk@_VAI1hxbr7p)*-n+?*)senP1kuzUi#9t18XTXbs76Hj5K& z6G;neGkVKt%p{N?#IH<@K(r1e(ZyPJ06oVhEB zUW@(}M3pDqH<14rjZCR65^87j-kIt~a{Hi*!=%8S4#xtf$!^C04i81H*=S8oki2Z$ zspQl7HHprmj41Ng!}!w&6Ye+BIiYLWw8B!i1OA(Wo_m`c?zwVNP`XEAf$_nNQiCFJ zn*5}8K3mx#wax-jYgyvjL(3xmTYga}($&2p3E>R~txoDkTg356bBz|H_D)OO_JORq z{NZW2H`yb0I~rt3TWNA~xY3{m&t;_fZe_^NT> zms24`NVTN)FJ~%c%5nC(=&Fpjz6M~c&fB-7wf39BmP>ie@}xJ}G*b0N=!`MG$tK|+ z=|36tl6f5aL*u*Kt~6EaGzY`um(gi8nO7^*`K+CK92Y|Bc)Fkrl7@yjh2?@b#AVBe z@v}9+R&FpW{IP4RyYH4H-tdeVnE*4xzSzA%Jf%J7JTO2O$UP@_Y+p`@_E+blZ%5d5 z;>od^jwf`aFZBm*sqywdyFDQt9*d<-{u1S+z)7ap>o+^i415Eq z=Gd!3tDvyr{-~x>DnR;Os-`x?-WSF9G$`VHL`{i!dMQDa^g8(iovZPb>#CdB@_LVc zw#Yyvb%-NyafGI7NWgl^+VZm*tAvE*74cihd1w7@(5-kC2GM46Vbc2o8R|47Dj(?; zOA+pU3>1W5Q^iRAH+J2@G`svPfFt;@n=clCJS4Dz zXaae9E=e%=hI`hUbQ!dc*;1{6@hffnH;~3o)y7BOy>)GbADfT@~qQo0NhY7aeKB|{p`z!s(s%4 z4vssxJu(3>|2U6^%w_s_+8Ayj7>Bd{TiTZnsUqHIH-e zmUN)3d-b*k_n$n^-DH>rEK2vGcODN2l?^{g;-BY;5Bpa#{^K7>?Wb~YtFOx5n64<{ z>9n0Uq0xS}p0@#kQ1|E^c799smea5I1!Khhp5s-}LpHu;ZC#ntP<5#nd>gm~e5R35 zq0W16o3KRLGaeMm245=Ix<5!_m#CIYyKC&iPTC;B5pMLwjH}QMhWl>Z*N*dw$ZX(t zdElC7T{r=WHE;;q-uY9+Y<+(xIx?NsXK;r~^7w?%Y2rI0X=iY|e20F0i7>d5d)#Pm zgqDacd@k2HeTE0GKj$iP9$z$5R9(ll<$?ueg7Pvi!^eUn7Cx=xocJ1`Rg7j!%gG1J z7Z$p5ip?znKVp#D@8W5YeW%!;6q9$TH?mJIyfdJM;uLj#c?kPZgj`+3@E*L;xVOYG zKXbZjw;TP74Slhi3|U=^rij>Cbu)*r;`Xqi=$r- z0o#sNjaqQD85d~)vzX;WF%;K&iy2K*&gyV@)(;cct?F5q$BU&EWwKLTrz4Z|WDDWFh*>3vk8lDrqe~+!R<36S2=FW37y_8t zSG?D73&R*BR-Ar%#Z=o>)KAbwq^Rs_r#&ol5VINg?f2SD$=|rl9o(W?ZhEeuon;Ok zXLF4;T0GC(m%g`zJk48+yI?#tGd~Hvie@k(X;y+=&vRaY1q7k;z7)Nj{ala7&6bbA za>TLMZxyCLV+E_q!h7Yq0k6IS!?2xScSf`eD!1{S7oF6*nuRQ#FUyyvKr6%QK9VO` z=$~lSv2r`eJ0LUsfc9#q;}Ox?OVg3t7rt1H4#BOyyTWj}5}G!!L*E~y4*rMaPnwTz zM5fXIfZ=!U(%#}y3^Ke07$wpyeN>19dOqk3s2jgNxzuEc;Q+cz%%UO1!2&S$v*uOJ z57vJoSvw54N}bk~ZdQ zwO%Jt#08o4QK`BFmbyTaR$5MmAO5bJaBrlvpE0F2{JvU<72^o#BiJE%d~JYGF4YKG z(s2%p?X4B3!J{8L@ln~Y`N~K_=gYT!;zXVs`D%N>)*nEVlSppR+#-kf(|d1J7Evak|98Kj(iIhG{uYgDHl-n<}|`o(${g_L&PCPp4buoGIsjArs11+RV!y`<S2hHluILjk=n_WUkxzOr*$-$8sXyw z5HIB&RH|i7NK}c~Yf9SLQ5 ztPrI~5&F^f$UO=WbD=XGL->m#VDEe4zRa>foEi$4YMHi0U09Vdf3qunL~ zL!R|g0z=W>)irkvJz@(zq|4CJBdo?H>PtSD0J~#=ptOJjwGXlVTwgCLpFV0o(54K~ z{gK6+AvU)bZt#dlB=CACpjZiJv|@N*2a=RR5f~#EQIgKm;|@h2KFeQYIZFLi6sclM zb-V}s{w8^9h6K0bX%Po$fTl;XQHh#J>~Ya5cExDx8QAm zKhvrU=K(`b2TRoC{SLX*A`H$(=Or4e1uisj&;Jl=d;HPb|65A|oT>A^O~8b}eHoNN zwHU%VP8m%avr$s`uAwD+Q4Vf=O+uf`H}eAlHpCkRWoc*e<#sWhd)iao`3K77mr_Itfg3XRl>wAz8Dw#&k1$)z&;j$j5)uDaD!_Xaei z9_5r}R6=x5U-8{H)CeQ9vr^UD8`9H&*YW%>4@!sFL8T!!i7j=Xyn9P4+O)^TyWy{w zl0~v~z`Z&zqc6||2qonz`e>WX7T*|_P_%x=Tg^uo8LxFNla)9P690hfKeu%cfMebq z1>29-Kfb;kAfVL3VS*2oa)=~h!c9~E68Ax*)bqC~_`a7$w&0SR@?)yu$P~ZXG(0$T znKEaKi`8>?xUyix-k7lo#Q0C_$sRv%P0m^S+oLbD;mOMLW|UpHepPEAqlV##UW;=I z-Gs6iPQuoPct&wIAv*q15s)$wu@IEWy-5$Ve3+;PJL2;eBS1idii|R|K(tWp6jG$N zgRAoZ1AICW7Qa7U>S3|O=ZEJ!{Do1>)+i*jcrFR>Qx*HfW2@cp=IdU$=Diy$@^FzT z1U#*=xX3;>Rs^*0$mB;L{$#>49yfSbl@@7%K+Y-cnenfX4KIsJLcL5$v-tz@~ z--DPU?wH^8*)4lukuH(EO=A^Pa0N<1rJ_*Ue$k+ucvud-Um=~kov-pLaURLHq$Xz{ zX9@vGR)KKOS8l?nn}4>%!WRVH-#+uU@_F6HbyMXA74eMAcez2j^wm(j&RcIjkDqWk zEfX<{rQ2P}oSW^I!PDvCU(GE$v&B~GluDJ>rFM660dmm`g{V)3}sh-+vxiV{x9ezw0|J%%U-+RSpH%ve44fzL-6vbUj0k$WAFvs)+q5 zdA3QcXr0(o3lw3#-Iy)wV6FM)Q!#u%SB{z6Ih;;fO69IPj^?5|k5F7yU^uw|E_*v& zBkbe_f&N&9Z$A*dWaKFB=eFE5<-0iXqw^i@(jd!Q*j!)~rLOhDPy>tj99LH*;2dQ< z47_Qb`b7e-?jB;TGZHixjv{87u`ZTfhWfCVY}BOZG2g3mOrwtSzEWX$xFW6}is8g^ z))LWVSryl1XwKhl&AKoysE!Z9ogv_QHqndzigT)I2JtI*igwrCd~kkU`p1l+WM&U% z-b}^b<-@aXb00LTOnB&58-Pz^x-tZo_7};gY>Z0b-@~!;eXc)FMYk8T#XcLtuT1fF z$Sl!tCa{=4l9s5{;ndR-m9@yoP>Dyl+5Qv*LE`nKZPMSu`-23&hkOL)!xnY+hrklH zyz4$QbbCRE92=zEV2cREA+($$;-9<>Zp#naK{jxCcbS!D+eP^!H@q8K@UDG%knMid zCA#jk6xiK~-`W=UrvC*w7Hugm_51sdP7M7dW9RVuP{=Z>R)S7wnp>+@vB>9`A)IuT z0@zqXo}R!k46-v@MBh$B@D4k;>20@R;evEo_U03LILhlE_`-4-r^?34bd4ZWUe)oHu5?wy(B+aCQrb4`mW10PQ zx10sB&z!BXQ?D%zRhU>Klbc@FMBT2zwKDqq2>i!ju+AF-48~ZgPQOZowoLQ1X9Dff4$IHapnfe6(<8DLsI$1eMm2^qK*$jJK4j80@JWqMO)C^jqx7{1ilZ;1Eap7-bnczKXMX-l%`N+S89c1Qm=V!`Jsvc}BVFOb@x}&T+fO zMVcb6-KSf51L_e_)nd5IF?8&FJL)&n-bnwh?zbWQkRNsj^abDa>i4(#$$0@T$b=Fy zh;QB14C`3{`Hc^jg!XoDQ~)P1!)K3cHqV2$CsPza3AVXUL2F|28M3qEmp_@cNw*g| zku@r$KCNu2D*etV5-$&qvTM`ckzaB*&o`*8-GK9Ez;6d;k9_!5Wn~M0rU>D=1HsRu z9G0YnBp_S2owYev1#(&l@s6@QOZ5mws|9u&WtEDgz|c^Akj76_754&*)63#k+F2}0dUmVua&~8++S#$s z5noU;;feBsJvcdyJ$IrhOL=#H{UD0`>!HgT2G%}3ilsY=osPS~Ap}S-&e>$P=Uk+n z(a3P&o0iHG-J)8I5o#%B?Hvi9V-*DWgi6@;E1=_RtYHs~mf4g%awp@{CHVG_vR=^i z6*TPofWi)|Kj{w~hjq}y?WE=$#om|8vD+r`;q~j@|JpW<6=G_L$c7@(Z>jBukFIup z_u#M!UJgGFnPxgp+0#X|{>A#fo82@rD0&a_vDYuL?*SI#2iw4B5|FU|3M*u4`$9B5 zs$t|&9tkIerpY6pq|ZN+Qxe_VE>D78TFbx4apB5uNCiJ3^c3Tc2%(CX;tO+i;r5r` zLsaxt%q9_0^mZHX4JUu}q*9?vIhp?Aw<#Vm+rQF$y;CRGw~G0$yWcWC zk3c>5+Hy7cN1FEX!KN7G3N!Exy4AsFT|YnzTE?N}wl^n(V4NaeQLR97c3@l(@vS2M z$-?TT8i7fTf6L{1TtTaS;}LT=D)!v5(dnm8v7t+NVyGfsH>hvg;d&f5ZWGeG^jtlr#AfsIP|sBqyd9x`GPi|C<1ssn7>^co%ow~M&4WhGvYqdMZ0JSBskUm>xoayEXx{3Q@i@PZsLe^xTDhJGp?H zm-aI6DejC}p9h5@AL|`%fE*iNNdHShMzN6B^+%|sFS;fQT}cBh=#G<$ z?E!U^E`MoqXChcUIvtl-$C0yb4@%ydPE_YKF4C+-_85f=$qFyxrDupv@N9|WnXTu} zghnu<<;;qL(W37iW2{$lXIE7=ANDuQiCAl=QTAH-YFqG20M?9S2aOo(JRq02Zz(g1 z;Ib&*w&@<_3njG7o{1{Mi9Vg*dEIlHzI9rx0^8n$)`(l@em6hZE`Ar=5}3+ZD~eKT zL3IG^25j3wcTkmX8H_y;whFgjXap{|-JJFN1OlVxM%Qmz!v?D+wjD%lX{!$Pd%U?J zbNw?{xn9qy3v~e+cPgi){>ibT=&7UX&N|Sh|IoY1#j!IlTf%Ga&kmnb^8)N<6o8By zG@4m!|7>=f(t{9!(pKgo^Rv+fXpVx|qd8_Af zEJp2=30WD+nVTn6C&^_Fb2)Q+n`VLzvZu9h5Wb|D)D(+m0~ccQyAN*Q?_uEVOjWS* zCk`+k9iK0)YZlNtSa;_YtmDVNt@I#{HI*w3j80%bm0O+hKFt8Cjl?yY7iP zPYJiyAvb$BSW7Rvy&KI`(?sI46feNsBF~N70sanxrbhmwZHXGqlQHZc2Zt8eZJ<&$ z%6SFkdHqc2?=Lz$QA4s|FBrj4@4$Epb$xC&LyTPzZ;1Bae|*aURILjX-Z?5UmeL|Q zehVRbT(3!DNW3Fbb2RKd{-GFMhN)n;5U0!p=cv${D<~oH$sA1um)>DK@2m@!U0b8O zcQ>Uw5eBylWkhUaeB-Oh?>u?d3$S!JJ*V(8zp+5TxJ(?YO^K)YNP`P+9hYr)bJU<2 zEEdd6yPcD~yPOW6Sda5D;{kZ&_e7;<3p(_fuSqu~)+fE`mIQZg#@@ z^2&!#@Qis zAX#|U<%+peb!CtRuBNZ75C_pLIvmVF_E6s-e2FtLlBU`H+OMRaWR9_7!9q%7h~rlQ ztPs4p0NCU!;^R;Lxv=Npf17{r5G22!J!gGGr`kUsG~N5*jviRo{l5c;MAaYsQVcrK zv|Aj0mQr#9{AD>%e{Ge8v?U;NqrDxlBCH&>Iu43pULk3ogI)jg@4?Ugdq*Jw=@tL! zAm{_m>p$>#yK^9D2*VLZCKISUD`F9>5XfQB9d^>om`pA{g%)JhvpeI!FHd%1Fpgju z8@i}L#z@x@N+1_il$9UkTLXW%^le!<{kSgCp=LZ#i%%)Dubw#}I>Dk}ds4Nl9-oY| zNGUiKolhKU|0~pZizbl~#i<5UpnW^k#Hem)Oiexh?_^IV9fv_MQMp@@rgn)vGmR{p zrrn=NsB4h_w2%x~0N7@gm7{O(8e~W?>~Ipbhxy8&fit#-MeVGS4^Jeo#j!w!^mlug$R! z@=%p{RzpFcmBE5poP-6h9@v#?#f>rB(yfF=A+cz zYp3mPoG8cJcUQ2*K6EJjAV+tz^Gj^S0m#vP#KoRd3a|okIc~d{Ap|07eBA^-be;{n z3Q0-(OK#>3nc}XMy|uRrnazxIQm;2U;*QvWGzkmDWr~yM&<3TII+Yf)zG|$Tfg8F8 zkGym(6p*v~_Jfw3MmS>DZj)|tCu-#5hH?Iw5sjC4$Bm!eHDJ;DS;b;~?|HWaP<+zR zj7q#SLUEIL_cuy$D)V(gV*3$t7KTs`3%O+@a^Sc(JK|Wwk0+~pTrgjN9xKTg;GRi@ zq4`72ocsAmA5li|s_Q((XN*!0xQffMabCizCO)@QDjIhjl;SH3GI7=z#;^_|>afH) zf(l$VxojgmvZHE}b1dOkG)%yty@}Ef#35Q5WfJ7mP8I&weUS$H(&@mvqPenOdG7~m zg4$kPk*3D^e$m!!yWwQV+1=p~E3qWff?ZhO4CKC)ZhcCq;$#7n(5s2g?ft-|B`-n2 z^dXM z6l!XxNVo`aa2;Eiqw`BMF~75atN|2SD;YC|0(pV7l()>H^m@>wJ3XE#w!1PEhN?d- z{yYr0hs{7ha0nyLL$e3*N7UJ^ZJI=udp|Gc=zAO6RM@wvhV3$bD=rJCA3aVacQQvy zwG)xFX2Y}Rc?Yax!2jGM28aIm8U9SBC!Ct?p0_?c)*uNu8;IRA@9qggZ(z4ulkvJc z3CpIg@qTvItTm0w{dY0JSwv_LvWedx+Xdd^bmbGxBA8THfn4F!Psn&RR0ObwuC7=v zQ|Ks#gETaBB1*Xj&B8Qg)Co9$PnUWUx~+&)edd-X4L(~-9OsaxiZ7TM!mX#YBsZLH z8lBm^<`mt9v7fJrc;(4Olhz=Jqq5Mto*1%;$}VFH)IEl~Xi>Rj#6PeQck8wyZ<)u1m@&a{n@5>+3nGTbDXjU?qpiL_93`vg`MF( zjC<1`+sH+X=G^t3!Ji?=dB|3x(nz9Gp&H+^>dJGvP%SdN*z82P>h8oLU80iwhe~z? z0hf!F-0mj-tR_x81=oE+X#n{kVpP1-9t}ME=45Ha<`Lx2noK<9QHa`kQm!<>;64wC zu=rh~(yVjxwme`>Ng=swcqNU|LM{B~K zRL*g%fPW}>a4;9C3Ry|GiYFR4?OTM&^aKLuqd|+=m)5XJv^D;ZO-5VVB~PbRCF}sq zRW=7zG&H6=al0ka^7kFHjmFNRN4=j1_fhzqnAgze*3t-HKD~l!y*q_u__;O4PZstDSN z%N73%lVAOX$x$ivdjZ-hp>1(W8k^lHUDRYfDC!$w3iix>>fxKHKkC98PNefqGE%3O z#_5YKg0`H`1tRnX`8nRWvKT78p~^c;kjI+yuwEM+F}&-IGYkrGU)?Whp7e)ko=y{z z>WWvXovj>Qj@UN!mU{gw&`am1r+nW-1kJg1#f6By^WSwRL+Qj44lAz*BI_BSw$%2W88j#A{2R$3LL zLUR>CRToCiMlPxJHy=?1f@^e>9fJt-Up2_iH*WFN#i9_6Y18*pt%$1AjkI$!qYXCZ zw#y(pK=2rw`5Q|$Pz9btE>no$`v;3vjl!w&FIEc47D^V|w$6b2DZCZm|G}6mI1Bok z9$H(fRUp*UD1J1*n2Oxew9BcD4B@>LtmOAT3{JDn@w`2nUh{tOX1`c_CYrw3Br|_X z2xIel!u%v)0MUN;ls4RO_(v|6<#Wd+o5>VBSFS1ExIPzU+g#teYc`ABD9j&UNZ3Ua z|1VfB-7l&G%95_=ET*+t83Y#$e(-4AFHS=--=xL|y!!kKb!G?El8uZ0$QVe#`xq^6 z+vNj`#?=&b;O!maxd)L*c+aA1$Qp8RI{&d2P z^=;t)N8DS5#kEBNnt0&_!QBGEf9^5U=$<4jp zJu^KoGY|6uJn$98KD)N8^{;<{b_J$W^1M(^a2k+)(21T%CTe~AvL4Q_38slcO93cq z^N1Q(;4JUI_-Pw9r230Y+J*)W0YXX9D;~~;nfIJ0P*+Wp`xaR>;UF7$jw?ZC@Rjjv^6sJ|1Guht@^ ztkV<BpJMg_1|(GNhec~L+El2eD*`dKb#rW(DUZ7 zk;^H+n+mW?6$7Flms>r4i~T(Vu|cR3y*6B*yVdt~pd=)%n`~tR zzARS7K`gK#m-kBRCpNR*)MDqN7`4}Vi1vlV4AUx@($JaT_+#dvn@5cP z_b08P8s%EjeF9`d<^+tJi1TmN3M9~Yft+XYk*(V}(}|GZb-y`>^(e8n!lwm4<~)S! zqY0F;+kzXCszM+|H`Eg_G+ARiz)p(D8%6Xk`!^w{jElanrT;S69a)R_slVFDWzn*T z{>Q&J4WOtAD7R=mb{+T)=~pz$6A=5mmo_WS_mEJ(Y+?nxnw%Y$!Z z_m}qbKpm{tNKF(zQklhWZHZa`EY>-e;?1x`M5Nth;!+7d_G!te@s2YQe()~ zb0@X+;Md4$kOjTurHv(p+x$(kxNBQVJd^oUFS zb~@ufTYtWlc}d zamofCZ0|Vi`Kt|kV62v#S#ju8#OMRVfjUjj!r(|;6jGopp#6F(fT@EQWP4lieJT`hsU=oAhX)&oT1Q3sH`;eN<%)Dp z(_v^DZ=HGz1yv6fD?&a_99gJqn7gXHNB%ayR3AxG@KgA~?Ev1}2CDJMfs_^*Fw|-*Kd~4?0r9n=v z60Tiu?sc1381vGx{jqhUb@ZxlkPJx~o4WwO-20JU+Md|LWAkYC%co2G1$|Mq0)y4z zk=++oZoB)QM2-|mmJH+zn=gq%_Okr~l9}|r$2Dd2GJgJhFWgQ8opkLn=|8M!1i~r` z{4V~vZDm^dw1)Es5|-U7*I(g%s{BPMc$dZNf)UqX?V;_7=+HfrJ?+e=V zlV6w0srh4wOvIaM7ng~RBn4)N?Kq3WX-!MYTs8^NMc9m*H4v#*rR`X@bLv~vN zFg=5+rG5qZr(pSzV{fRf^sKgnxC0bR!$<^<-THzOe9-I4-M6TgP73g1RZuI7$GG>; z{kSRbJ=V`RBVkMAGiIOUI18+KUBA9O-8!WU`UxvZRqBsKhbh))XUb@(7QrlXQFdP; z^7m8NyTrj4^Ou=h45_tgjMCEaizo!az^?0N|DaUHq}F~fq393f_Ye^UH%7TYI#zg z%qXilMxux}@;h|*c#$yA{s=2|EB;$^;sNvd2DDtck*K%+2WoxOO_6@8nCd;E{;{@|ijBND!SkT41EAFTi!Q&v zx;G+RZceD-XfR%V0aC(b4i(4o+JQ^Y{oX`eG~vVnAEy3SIRg5jQwz8gfOBH3Z)k6Y z^UoCq08`V338VosNdO!y1Vr3QXBuyH=9BJ@=BluGW8k>=e$}~OAEvvEW)F1jtW#7w zthVgUueo}^7`4GGN|{g+2=L_FDo|=tAW1_T z7j<*E@fVrM7q@k&$3K<*41c@k_U;&P4*#i`0}c2-k2F#8W~|j*dqk!LO7!lHxN`etM2bgxhBhmLCMtuEU(i#?E@ zZh;Bya8pZ{wgL;LoPaa_(?~z(lcDb98qG`yy#HmXS}r?%Qc(!C?6|Z1;RKw3m?LME zOl<4Ej|he-dyG25{OV-co@%{!zZ1{&UHAa$&Lzg`Ho2dC>w4g2iFp;IMyG!{>|yfj z*Gl0}g`?g`hxRAXw?;Ww9g=0>Y}zoLZVls7yy|ka;YI@EwZVRR#fSj;q%AdhTIoah z*0{*xB6@nTOb7xGB)>2r;*CSw#SLu1XMYh({SK9g9EeqWp%HbJ5N38sx6BDS&G~!K zjf_+Eei|=Yv0|1)z4xB0r_T$#VY?N@j0~*;UUHd?B6EgighY#iPyMP6Gaxwp z;0`6+Z8h_X3Sej>^vi`9)JxT-c|Q{MJ@K%Y3>-I2?7Xze(EL_osq1VWy63RxQ;IfE z?+c}<`p}?bmaSay=Ug7`=hQZRIch6QaHI`Mny)KAQN zFE>=0s+@8BZLk*4c1!_gs*=U>oz#0vwFFJ3X8$DQ6AeVULt|M+^towpU<{Ov8{zL~ zaFDO5t6>)mVz@fQlz>6Q$^1K1@)gbH@6tnQX%PbR-@35*v_J>$riemWN15$NSOc2d z5T^Sv@!AOCU`gj~c-_|m>nZwuA@gN>J%3|ZzI@d-_iVZZjO=}=!hvZd^-(q^7?~tD z{YvTl#`Jo=_k}LUpWew7<+)bqv?E)WG<5aJf53viH~#{abmD*$N-Xzxj);|_uvXC>RQCZxa%qnA}b zuezcsUyw+dWf)`cRU&UKw}bzk676Mqo~&1&J|=?C;uHLnx1e0c8==?Fnp9Y@a^B*Q zn%>D$tradysm4agP*uE|IEw-Y!e4W&HkgQmc-eKmH50UQ+8mkfccKjxGct~3a>|Yp zSb2>ua2S7Q#2N1AXm&f2Eh)|Gu?#G57mYmQx!W~{j}9Ey<4K+c*zCp9!m3E0#k_Z^bNwOYP1n@jiiGB)d1!58+Kn z8MI3oHG*F34`o(Z%%pVD1vQ3Va<+~f7jAKU>+k*3hN@g;CB-SXE&*adC!AQIA z7oYe8<^ycXHh**g1r!!e!W+fB?ZpQ8Iaz>ZY@i9%h)BA+>oh8iK?$odL)gdCzsQO7 z!0Bv-R4LTLXakQPrQJ4YwbEh*1*=T+MkqeWjpQKkze|J0*4&$!Vm!FJJA&kO}KLVB+~ zl9e3;=1r&?g{-QkP%kldy+#|J-dVUz{K#UYQT02g`MD=D!o@J|WaZ7Z&l}|8E~Sp^ zC?@{~kiSKO5IXt7FoGq%G~vCZq}Gk`QZ1?XK}UvRz&dbmGE|{|but}(WflaLYRMay zlHq&xLusKcBq1OND2h&LnThMG!;o_anmPpfxU>gd$44?J!rC|rp~EyhgW6vY&wtb6 zGdPpA@r&X#wus384X}IglKR2DB`uc!L>yU;N zbh~|+iNCr?oT<+?k85&TH|$PKY8THVpP^Gt9HPd~?^I2h%1vXieB*|oVY4P~z^E@d zpn=->e4W-A^t}>{ZrxgHdSPt!_SC#p{2Aupb4ioGaMu`c@Mwy7CqtXEJ6vlq?O( z*sil0f^cmX6l7aE9{&OQ&VtaFEcL%8J~c%HJl}cOqa08sV1O4&OKL!)H5&5@3X;s6 zuOl9*+;))!ulRrB`TFH%*$<*%37VTJ6XX*j;-CmCR*6i-#xd_rn>?@xGLRT3wd1o)x{@>wZR<4T|q% z-k90DtS!jTuRheTC{d<}1-i{46Fhqj2@9D(jdylRs9;x`5VX^_i)FkP-59{ce@=QQr~0cYv((jcEno9<4(6&H6oz zX*ZaMKIht!ZFNy=3iTT@QUDgDy>IS3Th|c+3o!Z%qfEWtDUUIl{86Hx%T)Juu#`kJ zgs#T?n6`2UUs!mCX2@+{g=~hsWXJmZAcNH~3Sw1`a)#ZV2L*K(-cOV1t?r(=J+8!c z7_L%3Uo+9(E+=opr;n^I9&ZKoI;20z?DT9NU23S%q0cta8H7}ps3*}}2uF_ik}^0o z$YK|aEpj*?MqbEK$Kv}jey9&aXuo3Hh(ZmvzRMknWNyiP|8?nLWDdl@b35f?TViXJ ziF=W?Dyl=2K_7B#F|u=W|MA!#`ol15U|@v9`kMr_D}2mM=8uw&v(XPx0d~Jaj;Nat z2WmkAe%Sv|Y*%yX*jDGN7#8ido~G#JuWQAic|^B%zDDo2{+KFR3ly*Yv~f)%U(9Xq znA=gU>W_Od8;qCCl-s3~i9f&l@Cks}m@-+@A?RKQ6(#~=DEUr;nZl&xzQUz&c@MIg z?ohB8Pnx;21DWKUy$i-bm7~Pd8I|qk%eMe>pistj8{)nui3ozoW6rBOfQ3F?4oS8; z&B*-5OQ70;vWMe{v6&t>l_k|BJu?88T^u67aSdI3!`2`Zs!}PWy6Xx#jt6*#2v$UR zuCF!|Ib8Z8HEC9_)gvg3;W% zoxkeeQ3_`n+xmMpJ?oA)wRU>y9Fhlbg5cO;c=-ECAG9Vn27??$SaLw6D(%ZAKZA7dWkppXq6j)bSxi z=9_O*T^at%h=sRr0*n}C3bfr-)8!##r9{k>WnA>Rob&?TVr!INEi(t@cM{qiAHLj< z7qf}ubm)$2;VT>Jk7I2eW8D(?ia@SfBLZFPA$xW2S(D|=%imhr8(p+m$Q z4(h7K@IBpo4+!#>sRv3R94OH|yTr8pVF2W??CJ-> zIwvFWvuf1b${sv}TFnejKuJ{hb9Pbm4g2IE4EWtI1aNMkAG0eEsNMF5v z%Avs)P>9Kc1KYu2?f3ij#Y1$k?&a;N$&r|>9)nA@x#*r+qy1@bb3J3)`&6*#331+) zrcyBV>EizKiDdaz$K^M4Uh*hTEo6_FiR}b)Q>q#BA}adP5uLR7W00SanRts}iTY2J zMhepQHKS!L$gI5G#CQ;Twiz+cEvfMi)m0ReoUr~7N^O9mT$|HE)4p-Jmh zY?LM!6a1^rV}5@cVrN$5_%EzOXY9%v@4ZDdcoY`QUNIY?0aobmFd|AqVlDG3s<9Cl zU2fA>+-bR_l%LD-kt}`_x{-FXnYbASB5yWPJ^>HMy?hjFr~G-fGl>xLgDNbcRj2or?cG*#9Dx!m~P<&%z3>M7Z}KT40>Lk@A-? zSC#P5_mYZ?5jYOewXNNvwciq->;o;z7$xkY&|;4*>c-vQT?arFNIll~XWNf|k&9L$ zU^p;q(I|KMc0jy!JGuYkm7Wfu*|mCX-UtoQgEmp&QtNLFGm$WxFVgHHz$!`3`}swG zIDq^`$%%5<@!XJg)?dLpxyI8|hhP{#8xMpgrwIrA7!XTRy#VW{3tLid7+)Sk+e$E8 z#;iG0*;rKRAv+QHb4=CWM02;%Nx-vSODxvyjwckwo1_cgzY7Tf+?0V>(tG^FRe@AI zx;%bNW~=N@U-S6?GtfmK^#-ITIhy?A!b)t*qI5L4@I?E|F{jW&WnLCGp3Lcxgwt=ziH$v9qLujtk_b|o(*dFwE zV1TCEnBDyC`xp4xT!h8XW%&pEGCm6oh<|2A{r@$+59=DXX>`EvH}&6;w`@VbZ$rN1 z?cKoE77sSHkiq8HlnUkyegz5Rc2dwtWphUpn;O$0;*APAw%}J2n?ih)L)|JhKLU$4 z*k4F}5T92H8#m6M7A!yAEX9{BS%%C?+B3;yRb#}$mY&FSKiKO3zYO5m<>^l(dqF}k0+u`Y zHr9X5Znd*StPm@>)Mznw#*TF^SJFPz-@S7m!1~)nTM(mZhyC#H?YG-&{p=s8!`JrY zblz({_DpDjjT#*O$en3N$zYr8`O`i$K^Fbq>)O_L@SS5T(NCF-BGro^?_=n--TT&i zCpC|?T^=XhP7SA}_U`YAZwbA=0$GZ^BcjWs+kcW_|8qI{Uw;}T0e{gAPy)#Glf>x*Nx+|-!iu-$1^#t3}XYyRMH9z!uwRCSjsPdx1=gep=NtM_YRqqflZBSS>ynRd*Msvp^)L;=L!dCu)uL0Dr%aGPzSxINs4IN;U8*@cB!%R#F~dc zh!cumNfA6brFw{_iy%=+j369%Nv%QZjam#9en$P%9r1m$Kth`a7QKzj*HF?@wm`{=sJ{MrP?BW8f@|9^dz^`ZGBLoOnnlD0e=5|w{4|_&wmcc z*fqZOmuO>OYgPk;zhH;xBCMGU_Br#e%eQauV#*H-U@$m+vd%E`anFUAIRls~KCCiX(uXHl#Wsv<5mfhZIbSoQxe1egM$u(?N1 zG{0_)vdV{Fq8icgRy=LJAti5WG07ybQ=+Jfg0(v-Xqif8F+HoJBcX@Q`FafyKGXbR zi{%C>tFA>n5GH>J&&Ac5*0wKVJbtYd;kaNa>3p|qn{{cLaU_2?{m;DY_9E}{=mz~? zhZUA3D|%Mjg5ZvItWpT^#}B9|663)h|DTSDg=M7fnV-KFnL^%dvTk>yUc!nzc!m)# zp`@4}&`_B=>u+-~xZJ^s!$2-b{B)z~*8JE@rV?`ng?bn}iqkO){fEf%LzAHL5m{QZE<@l`v|F+Bj8^?EP2o7K;M;IDeu<3(7Fs>DR>hpo?o;M5LS zGbwZP{@fTV9&rujv+_&|W3yza zU$uGq6sh3&3cCJaSt}g_Iw)p~|M)@)YVpEOHZIPPo{CL{usey|#!1J-l+p%G+d59z1l&>`5qF5@g zgWu|sUPx%%TLy*Yqla^Sc1V>(4*~&FqWHqKq~oQgso4r$W84L-n!|Wq4n<^>nHuVUvi&a@*M?BfzmigLVhgM}sBYp3@Gt6Hio6r2dy9c?_T7|b z2{HIyN3@!18#@$gs1M|UkO7_$A3YPF-zlrrLbPdlJ@@sk=(Rcq_peB(5$OftqL@sH zk**AUeA5R3v(^8bhcoOMhQo7;#_D-bQ0?V^kWfVB9W}&!RvZuStT=WxAE@A6=)xM0 zgH0{VbzLR{|Cu~XM0TvM0GFrsjOB|$ z5um+`wwkpRQjfQqh<@ir1&7sJ{TZUpf6|!}Z#7d$_~ZH@*=~gjA^k-mN1-TZCYg}f zBXLlOt1aNfA&ped1_-*Ia|HNmW6`*I-1Z=tuzc8R9e zm(ffwe&^>looazXn0XO6Wv3TCmi!^B21f2tR}45Z_a;4VPmLjh+yCP80evH|3>uaB zp`<>`tF91)Ys=%ILbW$M3zKZa*o<1SW^x%~njc&(&GPS4KObl!WF<9}OvXk)FMRSG!(8JN zYw};eyh5t?V%~Ys$iW9 zR|A7)uuc-K_0UGG$aT#%F7MqVY%>AEb)kGxh#H)ObVA*yK*4VmmV9#|v&v#o#1@ru zVghO*XJ1TMCa)-mG)aK(QgzvF zN&GQqsHT-w$YLXZhQ{Ts=SjJr<@cXyS2yoZ>6X5pcDzuakqHETRZNqrD^kom$D$dx zuIi%mF6Z9&UWs=3-C}Fm9}iD?xdoKE?irxhJqRS+k_x?FS-#e=^1D`_T>W2|CSik+ zccJZ~W7o&>Rj9;5Rb8y#G@9LVd|m$ZsRh6a#u4+{UFh=Jr$4Y$?{G?$lw>4cZ%o#E zq?~2{XLRzYr}H@V zFtwfwK_e>BF5?O!fEEiACcC>Rn`JUXth8AZHcLAjosQ{wsca4T{osXd#0lfF3^t>} z&i307PqTzN<}8AR1_WW=K+4^YrVh{ViNJmd&*YHPRs)yT%mN1v^eP@J)AB!DDV4=z zpAxJlkRBe)t_Q`tOBErrH_e)tk4ZT+rDO5sN&7kfxLhs(W{a(ZHI@T_BXuC9|j{fAugPbJx6NSQGTNW5u8shT`_ zwCYSMiL=KW6&(KoK*YaftT3>Nl?BNWrVVuL3-@R_U9VS1I$D{Sa7&5cFlc;f zJ3SNz1hyjEG=E%-q?tF(1@9>g^$KN732(;?T!8ZU!n!Rak3Hz0Ayr#%Y4q$nl^5Io zrHT|MW0GWS*OSbW7&O1iB+)OJ8$R73T^*loTy^{0ZtL}5I{rXHLYi(>FOz%ITO(p| zxjT}!O84L&`w2RL!p2^G9Ew8Ys*F+P7+jk9mB3b7gT^R!O`}nG{M0KE3Wj}{p6-ax;WtM|d%0ooEH!85tvkNI@?I0T0vHxR zNV_UW=6l6zlx(z6yAzbc&+BI3cb>N2=jXQOC8)j!O$k*CG4O&Mu}Ya#wQbOp>Xp%C zIp1hs0o_@qbnUxDf!?G+$QQZrb-3s7smfau38RxTJCkM$E|YV!+S@FfPFIXmc@TSW zA^Ya&FTF2%Z^768IC~I$t;3Xt)^E+@cSt{ zJ?jS7MMX9RZA7!xo@g>SMba6KEM8h`vLMs~t=l9@zL zt8^s#k+JjtG47qDx@5ddLU{eIFg_TWAVc_G1*rvZIenPZCWjM$n3s~4o+(BWBxCxS&Z&EdzFO=jq1qR6Z3@rW*t~vEr<@O0 zc!6959H?5XST7$tV4#y_Q|P4uKM@u9lnTr*R5+ZN2mHU1*b!3Z1SjQc8(~`VCpKPx zFTR8Jq}>avgTo&(-kKimpIOd0|L%K}G zP+x@=9*c>1KmQoP6Rp;-&ok{;C!me!b+UBHX8odUC$=o_3+XGsAQ&>T%W8*EtZZ(Y z25Q8Ni-;h0nz$0;;$4^AC&+%)Q|CRnX>2iw!hMCfjEvx!jAucYZk9u5We^@%=F`MC z*c+HR2%!Is3N zmI^CP>|d&!qOaBIA44}nk`ixvaM-eSkiYOU-md38m|no_vHpORs$w?Etm5ARvi>l% z9{F}S5o6d*2QS55F7oSQos(RH_h@l;5+qqvlj{3im)IY3pDf*r#GU#2WjkISOFwlAszq}G zM4Y*kI~M4G_O?v3@?bu#TF2@46MSXsnE3?k{*qB)MXXZejVIg}5>)e=*CE{S|< z;_qd_Om!#d+XEok5vCw`tVZ8wY<7jYbUynE?o_A``YRON_2Enf!*erMj9|?7C<0kL z1DCw@3Z44g7U#Y2<%jE|AYZwR0@Hkp>%%LM_2|~k_t&o;QungFVr*Zs+WVm!bvf*l zch;ei`N^S!fIi?#fd}>LM!~Qg$TV)d%zq9SzSF{eBM#AlvfgG5{`=kFyG$vmEEY_NPz?WVbUaMe?Q2v<_&T_Zne>%H{)83 zJuwWaVjw|I;$!VhHvBsGM$@vq{A#-7 zecRse)!hQkH`3VaZdZShp&9VzkXlYhguKm=jAmz;vgAA(FNiEk`ywwP7pp3OfsFh; zBzYyoMspJ}PC`r}tKdTU!>5Yu8oYRj9zsLF>+M?1KCBY|lG;j=YFkeU4SD?O3w4EK z3tFdglWPnkD1+WfwLRgurw#``fAoQcJv~~;QkVQgn%P+DkS_7zxUJhNjttb=KKJ_` zel4`FLr8dcse0L@{xTB$)yXxjkv}11TgxcQKszwE&e#BD*7;`p+}t z$?w6Xjv8Jr+cAPPS)C-$dOxc&4WTd?P+X3b5x^{M4EQW8dDUya6_zuHGl7S2Nf*^B zJuAooD==C~L4BOpllC$;#)S6=<{W+ZG3xJs^okG&rLvo&cdh+IiBZ*M@uQg81F7*j z>};O%{~G|);|E}|YV70Bg|fD|HHGA5(pwmnh}$~HksaIOuWKj(HpR|?CZ{3<`~DS*-N(5?BBOVDG8!^l9k$$lP3gFebkGy=>f1*FdtkPZ&~CyIBcp#CS5qKR<`Z+f zHWZ2OVPg8j;CurZoE{1||CpA*} ze7Wp#S``RFp!}sY^YK*Hmq_WnPs7RWz&%)YfbBp-4t5{e2$h4@@U-cLN9bC@Ge}!I z8p)g?&lqw3d)Ww$;_u+vbPmi9_Qg#Zb}d;Cw_fp9v*i@LS`-V{L0guG(+BjseSDr! zx}s-(*jeOGt-VNZKlYNmWQ3ABAx7`M1*gLGdLU}8@H)@RmFgBT%|zGn!yvF{z6_%Z zjL~AMZA%Acjefz(25CJ<7{gulTERhSkY;+TXaY%Y2v|_Yge@eS`x<|O80M7&7+tr^ zhzf0chn3qOx~NSdBS1NI9!tP_W--H;P*C9DbaeO2rt#k;>|h7Fog;>K(?J0BMw;iF z*{iN zZxj)s8sKEcva~$eUDd6Kr2RyGE0hvDGisgcPgub5Fz!&j7<*d}C3m4(+Y!l%H774o z@6!xZXc#?mV-maA5j##q$ak8-Sao9sHH%(V?FOT7Z-+1^5;Bl8SY9<#8j3q+fX(LX zG2hh=H5myptA9f8a;L2ZRbSw-Y%ds1mV6lMdSL(6ve8cbfS=d4c8sU*(AiG5d*K0c z2VD`dNGV)~k|!H%EklGA!EtWL=$Ag16-@`Ut0%h@K78YLFRpybx(0{n=9EUm$mq&^ z+v^aKv~N|`9GewywMfC;r1$VBxEH{FnU{7P8!xGH0Yzi1ao!jV+*QK)8ehw$aKsXjJFKPOkX?t`f|pRjK6abT!yz%?Y%99(P-GT2{Q5Td1F%~ zh2y?uvT8JKZZNJR&`$uS5PEcdoSJvs+FobobI&HbDQAp}$liAc$XBH?BKzdE6q4J% zTMxx~>%Ui%UmwA!Uala`j3{v6xW^xLHiV$~~JM8oQJ%il8yLdTvx_sC(!Gd&~kZeA1D0_}QY z5fJ!Ez1IbRZc7>ViMFUDU_P<4Y;Tq=hN@1Q^ZHgJ4cy$&b<RK#BS}(c5^&9?HdJHDEnk}VIDAT<%KbB6XL{xh|7r$ur4(w=3>^+TB1iS3Ef25FM zVuAU)VsT@Q@&a@Nggtb<@mwx2xgoqEf@$(_E`_b`L{dVL(pt-<=~3?)mu)c{z?P6y zCkS702z#i1CX@rZ^o5zWI~IDa>Z}= znVpX5Naf&iVz%DcFfs>-Q!a}JIx1j8u=ojQ%8oecaG((r{&8TZELU1dIU}1Q=%V6* z_257Ns)nbFYm8%e_!2NSG{@KeAQTp>Sb0< zyjtFpIS_hhM7|H~5^C|&mjo-LJAFy-hKmC}phg+oYZV34dL#$P)=cM5ATN?O z1l?(H%H10CYaR@iKtb^~D$o_UT&F{(k#jw>TfChfyQ?wZ-xd|w?t>*_3X|^8-Upvi z-PoH%=;+ysKpgQ()JDE_Ii@F16a=nndE7E^u4dV+e*LE-E}qP#8EM=xtvWkM=b}4O zzo(T}mj;{1#sL=`He5lv=zaaE;{CS6lMVdMO0#UvCPAMZL9*(b)uZ}y3m*L$B?TJ*4y?aZCOR>Wh?5c{VHnF!PQ^**vhQ=1-=h6IqK&QY^ zTfH}lwNY&hSiu~U+9lIZ4S*Isf_yC1je~WoO-pU4dXP9NPoEL+}{+&c492 zeTcm8D@Zp6Eu5i~$aZX1`biSU?ZQx$)@M)%Z)ZNU59<)utHz<+PHSAiQI8dmggMo1OoX5vgBQHy~myfy7WeCeJ{HTPvc4x8- z9`H}`FdDtP$xOe1%i!;#m774Mm!Cf)Zut7d4%$9tSLwHB6lX|X)oZ5geUH3^%*f9T z{LR=R55xW-y>S0d?Kyf7P#2u^*~B%lzFCw26u%=FxK&K>xhM~GR_E;jeJ}7MGB9PN z4it|@+KunaH9-Qd5~xXR>s^M!(w^_kpUdFn}MiI6PN2?z6Fktun*nSemZsjDl+?htY%fhJLP zkyCYWa|<@ohJ=KBWoCGp_L-=sjF9I~44!!rVvaK$)K`U}SL8%Vuy!`VzX;ms4n%S9 zKl-E9V2!0pZEqkD4HAXUW=3;c5+qQDdUJbnafYIIR$XenlvI^>$!C>b+AdAA^kJ&$UY@*)p3tiEn}x6a_tfj~nyn)~2e>Dd!$ZC<+x{bu zf4wrzr1LloGAMlh>$u(jPOm@7E9711E5iw+O^k{0o$;WJLCbu4vi{(h7<$TaQS5iH z$z#p(@9}u>G5I-R^uBQ#NR0_a5xbD^WY7$kq1D)5kc&})6Y{NXP|&@?@I9=@CNOzA z!vUCUpOLw_#(auZCL+>ju(U?#t)JUG%e@$f3u}I}7%`9h&p+}ZBu=0Mh3zsbfR#}A z5%6UbM}=jxQA9THq8t!}#X%~m%%@B|8Yph$^@A<8jZ}Q>e=hN*4D!y2+>QU6Ak6*Z z(G4a~tS7v@|7&WZogrl*`I{g-_$NUaHYg4HlOPlh{Wn2K{JE&e5=amtZFfgqz>3%i zh{YU>Pu00##ntmLIT1_Ti#Qz6f*^lvL875k(Xch#E_Z=Z3)(-DZ>)I4)c$9>F9fie0_nbD7SnDKQ<4>Yo&-?FKj}VZ!yTLE$68SQ$a{GqSU^HyK||1X}b5WD#R4;MpSk4_D&h=JG9S z^ZVENI9(x!d=>P0WyJn83vFUd{uTnuVYOp&7jdERO{?kMHAHQm25Te*0mIJ+dESIP z45a-=YXR;1WrT88ok_c*|8XU3JAfM{Pfopwx%}_UMmqN&l{jK7AC+0cLHtV0>SUI# z!OP2twPSrQj#^i51)^}k;Kmk^gy#&)TH$nI0P%kX)_qPWUI=i882EY?a7k^_+24S- zA*wMI=Tu567f^CRp90ln`ZLnkaP{k$MF544W@nyIvGac}fYF6Q9rLet+|>eeyyy*d zNt!Ki?yb`v0YuU7{u^PXWzsWP#QtN)oNVA-3gx*2>h~3t{+M?v-lS56qqX3N#yhrc zReC4z9WS#JUXdP5$+X9!>7seD5b4<`ee&BRDN}e@x*M9Zd8_Sy2KT;sWV&+7*m zf}5fLc%c8?_rfVyRt5~h*(!Bj*+bbK;881;@>SbC)0FC0$du5lS~5pf)lKU6)$Ck; zB0Wl&R5<^nzi7?f=-oML?4zdO1u8P4R>%NEBG$Qk9DSix|_tfLU2`!YDj*q=*U& zKRh9utydaOt-$^`V5nZnGXyt_e{` zMmSAe-KXurX3J(rO|f6}Sb0V|ULm-eG2zOdQi{hdPD+Mhhwy4&MP~<_12tA9V9+94 zd98ki{x`Qw`vHtgM7zY&K;dtC{M81u+iW6xxetzBxKeD6W00jac+|nnK)x0_2eY4g zJ7b^c3WIc`tzF5}?%`wVak`RuIDGWHsD>WTx9Ie@U=ta})ZTdlJ5>x|^`cr&asO0l z`@NC%E{=Iip)HU+!utJ>GT*@%!t?(&HX-dxe=;FjYtED5e@AYXRLDNei=OTMkaF(L zX4rS?%|Xkwf8;_K{N!S}p|o~@9L_PrmFZu(P?&XRY<2)X&pxjcmwd7&(Z{uI;V=nO z8u7V#rgLcI@=l?JWfWhw<|Ei~?0;S+_E?8sj6{6+ol8Hp963n0_njpLhVqEuBs&Hb zz%W+keyV)1^GfEBCp^EP@QB_W+txl_XfzGN!4ojiqe>40|2;pogN7nNPf-7t(VI$} zSg^Bhrpe*ts6pcC9(rP{IA^2x^$asx4B<)M-D#ZR8X=}mlp7kC^__E(9 zkr^(9sU-0%gYL`2%AAK%&VDlrd6eqj2{H`k4w1`p^9(FA3l*D4Xl@=A$$Z^IlsopbR|bfZB}! zN5SZ#o#7N&qnFbRd!#W^e_1?{^c60SAa-xwu3e-k zt7w;Ho(|p|FCl5__*ckoe@|rHhE0%VDDqubIvk$BRPI*?n+dbKyrJjVC@C)>qQa{w zxQQx76Y(5p)s%wb_;Zuj1@N;?f5)FT=) zdA4W3=<2t=;dZC&SFmT`9j;N1D6kvJk0l`dXNcG~0=!N-a(o{=U;qseq_X3;#6vm= z6G}$$-5ZHwzZ=J%XGt%OH(8}kwr_#r?Gt7N-{s1dN4sA)ddJ1oug@#u(2m<>Z* zoO%p&ZOtFK6g=Z}9=?y~AbY*}u_x=?7wH6X zSD*xZdZ)S4MQBe{E+p*x%M*KprJMhUH6Ow6lM`wF%K!$$SfNE3qxfZ=HhnViBf^4G zIY&s^di*Tq7hU1lxvygbA$uSYnNK**q0AE>(F#DWs zUV-3C^pVd;!(fm1+Uv>Tb;Y9tf=V56g5#W6MIcz1@1ye#)+JN7f+~^r14@sqg5&#~ zd=9kIX5)%Sv&v;PYbs@qYvXQ5LU;(ai*fSDe)l0XHabKy1{fJ+qk%OA;ul7qp5&`_ z>-i@s!EBMxrsIcP79wcr97S8L*>cXiqYZ4gOkYUi0$-<{k(-f1pmI zCG*(PY3Jjr8RK#GF_$^@JGT221Ir~Y)Xh+%jeKz<5kjNXUosrsYU4Jzhfuxj5Rmdq zry?$gqQ`8GpuIrFx^}mwfo~l8p|@f7b;rM0fj)orl3m-x^cu~C$6jWZ=FG>Wfo_Bg zUgt&odXpaFMe8yCgSY`t9Ba~xqK)Vsy0p;2eIyfk>f zf5=)_;#H?pe-Q}T5Aiut`AlXunO?zniAqEhS60;;zxy-QstUa7qie%qx11{Q_=Li{ zUrklw+u>P%T$KsV#nbmrd${%pJUej(z2xk#q$mg+h#dlxdcJxsV@WTd1?mmMsiiHPDDX!B}P+Cm<-Od~HOan@7&r2b-Pt#MPh_F9Vc7NuYM((L*JnKxY+%CUi(;D%* zo6xfWP!kH0&tF18fHUnUNeU@e-MWTZjg6r=4&ho0m?t7+Op)GcYh|eUmpp^A_!iV z{~vX|WmFv7+OCZ^AwZMhP9R9|0Kwe}9^74nySo!SKp?m_PH>mt?!n#N-M%7g?fsrJ z&inC$pNtxG&ze>9zMkvubiX_j0`r{xIKgML6u4e`&ftbrp*@0l$;piAuD^-_wTozv zM!e=HjE$>#8i<@?ME11Jr&}6@f~Vt;o72lXRm}e28{kCfbNaW3$^QG0f1Z8i-Buo6 zGh}{zzHg^Ey|->1sC+Y0_S3pKwI&(FmKF@=eSi!;`A_Ftd*21Jnh}3kc z)=%@Pwf0b@qJZG*gB~)malU6;6Y(0;H|tylu#vFwoQwrXkuE?)WxoHqf!bm%i?lXG zD;Qie#oX7qB2Jv)mW2_0K}1gen~v}eLXOdd5CO~6^EMrgPWot2skydTCyX0HbK{O| zL!**Vp+-IFRN;3C=fnAsB{e@wC0rJ>MFjP}Wd)u}JX`nK2sajpY!X4F7PbSeGIN=e zu}Gm-CTYpSu)jpg(GAMi-E5_S9i7XMHt}&So#bOAwCTQ$h~PZ z%bt$$8wz_cGil4#o^OS~904!IYk-_7BRi6Nd{|lk({c0lg0z1+9@_Y+xSI=9Md^5_~0FjoHtU*!}FkoQ{Ou{m?HxsAemQ+n;jS)&b!>deN1^> ztlb<$vJZn0bh4ONj_yBzjMJ;27QiW&V~3|-WNrneRb5n39`)p`O`;P__4GKmUvN*3 zJwe0J%nu7f$?I|B5nwG3{35%M{{e=-gP&q+8M(*R`s z&3AMAEIS4HySdou`DdH`V?(uz0*?EWF>k6gtXkuqZVWyE)iqomY3&|F@{N&rtQO*8 z1YS5@lFq#o{-(OmEe@x-i4*tFu0OA4^PRN&kB$DFD>(G+3Qr6$Hci`^h|+dMVPngd|=GwqFM~Rmi{@^{S^r*Xb_iH_~4aIDG@%R^G`LPp-Yie1^*vfdKHb`?OMi z;A^Ze)rE}{y)oH4Pr*cQw6DV%a(J855&Lqn{je#V0X8}0VhjjTA_qk z&uF_d*c*1XDMdunMhR#$2hJb+4vj^!J>pct5p{34q9@JP9z9%PN_)roYj(I&L3h> zy>~HJ(WUqyo4~P9-M{9n$8==2bv&cEri#luN^QA9>tiIp1uly)c3x|4J?JDgGIDFl z{g|*HXfkxlf6Y+;t#z#EKsy=UWWX7ZcmF+O$VhHNto&J_i7pYly$Ydw+l)M_&_ju(Ewdoyo8)p`8t4QXZ3er6=fNL zNIvm$i1)*3F!ICtU^`7&oo2BY=bk+P(!@^`4*0+R3h{b$YsxZhm3unT@@ewF?uard zFdD#`WT6Q!_k42*8u7K@1s5pf!wR~EMxRWZlNKNnW^3b+7Ys9y(t1n5-N^9(ma2fo z!*3I}LatTFBpx?oJr2vw*K&ylkyuOf)(=1boUOp3KC~4tI4^sAfbTi$`?cQPcP5EU z^8RzJt$|kz6ANJc6!bp-%i_;q64l)g&%5qAt4Q3ff{qjI-!S?>)vY|7@9bnpes?)H zmfk&9xr)Z-)y4t#2%It!RSCzv03Goe{{|lS#wK?9)?%(z7>~=#=dq;x^v{V-t*R%` zO^(HvPlTJ%ojkW)x#a+@rVhlGo)@Q-XPRC1_h&R^d6a1fLf7Za>^#t^R0v5in{u4A zZEy6_9x)L_p_S=l(lWCZf*{qD{ckjHMgN3^00-_DXu}TJQK6OZa!}BSf^E-J1^m6V zL{+K_MI4J1b!U;)+l#>FN^5m^y3Nh5M!%T|Ac#NBqq31?QHXvMVNc#WMVh_haAp7*23ug6B#N zejSu0R)&`z1{dxq#ns@(2wSGfC{dCru`qt6^C;3%wnq58*eGkp$YG!fFt+9!hU=iv zLF;C5MBBd=HO7UY5OzcF}eEkG+xHHTD+@o>%D+~+^-4IU%%ZWq9o_iEZO}c8`Dx0Yw z%PYZo0Q62*G%2{uXZV$}c4Y{h8xPf0MosAn`v-GNLNxfvwH-sAtuH)PO4L8hs|B>P zNnusJiXt8b+LaEkKOkTOQ5{dYL=LF|;)SpU@BoK=(dEx?>8D9F6*3{)cFY)}gZW#a( z$;!dK&WN88e6(@^4NuEf)=vWq6;BOcRP%j1$oY94b?*1bkQ2xuuOpH@i17yLNBc-8 z7M;4PJmIT!W|PR=cYg9VZ3a=i@BJ%qP`p=`yvKUdzhSt!ElEZF&`D{xfCQyzWWEy~ zCbRP^qIKCqnzg+oc^eO#-o8g-brQ{k2>qj=f?nsZ>k^%d-s&c6!~u1?cu}xyL|uZd zX3RGS_*m>H=oSb4;myBo0xxT#mr14XdkP8suDXHNg^~R-$3EM2RU@B6x@IExfbv0H z&>Oyswnq=5->)a@Y{@t;C*zC)^)xpH$??Pr7%Y23#R=ZM{nq;ml`okltf+K~`AX2P zd?150IzW?E--Q&DQRxrB0ZEVa7QXUVZvm#>P(&i*f!G{*MN&KG0XNU!93M)a8~hZCNhMvzS%HN`pOK2Bg!+2IG8)ve)VnTh-d!P*4} zSnmlP)7mAGO`bGfBK~x0H=MI^qXA2veBc?v(?j_O2ghz_Da+nDgCNDnj^!8?lsdUj z!=GCs2|0T^Z)&q!i%*zQhW*1&lU#$+Q? zW%bQ%MPmN}1K+`l&_)c9h>{xs!hzM4v8$fVyY_eDNDhujwF#K|4Kp(S@vfJp(mx?4 z7!g5X`T3ZO#bB?@;i%qZU=P}ZMK{4T#{P^!o6`s35r#D>BVfL-!*t~JIgzy zNX0Ud`a>%|Jc(%n>D{OwNeE8b35w8VafT!tD@({2tbh9)|H8^!`4k~&V|6t|7%3_@ z=&o2L;Vwnd9bA?lD#V(j9<6f72!OAJ+~{`rpgx#~=`d+W8@Qix;#3BX3ktxT1{u2H~qLT3kygnH-sD znbIZo#XjEBzWIfhR;}*~*yDo5Ae7oIX~;IvqlZwNn95@I$O*&KqloZq4l6&R);f`4 zY*}D@i^O6%fxy{fY{?k|Ld&!0zQs$X7n5T3zxYn{%Hd`o(WZ;AgAVS!kdEC`%Czr5L*pr5 zM>v^w7Fm)q&MpO2Eag83yBJ}h6NMU_z-}MYGRph$)1F7V5hvR=Qqd4-c7oF+lVJHF zyibU*5U7W&->XfzuPX;<8iP#M*JUrZjI5-M`Zy8LpB$HA+j%*)v*v*9e@BA%Cp2hd zW!nP**)92^>m93-wlMxp%QCk%6!4oD1ShIr z$U#bsUDO>ZvUVc>~7+G=86;_$Y~|4xbe%knbz1eSIdugl$A4&l?$ z=Awx?%lX~(*1>8}x}L5!s%%q1ew^IV*mh7We*_*YiI!lf=l31q!EH>IqXV&{1SBe7 zyAB2zypJp*?Ui;xRP1Zi7${x3ZCJ~NY1tL8_ZGIMw}@{yn%=p`io}gTK`ZQFvz1DF z<}u{dy28?sg!-bbX8JVo;^1kh_t{POcf`{axuM3_HC&LYcZwc zsT2$6AG}GyS7NJtOE=RHx@Em6eo1|@@?AQeEEy%v>jxUsehkYQ)Doe~Q}%jB#xb@7 zl?^J`kTE>eb9Uw~fZ4vHA{kN#o|uF^yt3|TEmTOqL&15!&4}Xa1aW`@bKGReMNVwZ z67?(X@{fYLZGDAhvzwt|#e?%a<-7~+N|xvPAUb-? z1u;R7O4IxB6AMr<&3UrY5$K>ly}mp5wKURNPfC0-(TF9 z=lDpRzeVOXH8tHQJ5ys_%h!B+R}}l_i+20vLHVi!R+Nnps%u?SkJ4mFA{{KF&(D@^ zVsR}0pDoM|t&VyJ!OnxA%EAZj@!^=JEFb^2%oPI6Ns``h$yz%p3@&;dc z@7BH6G&@xkp9(IC;%BkWzcmlq2@9bPWzn>z5BVcXZcsi35s&*(pW9vDF8F#F{~?}? z;JSzGn*{Svy3=T!4vH5tMuFY%I{CJPDuXfTSII|A9Jmtsq}T?a`#v+Am4BP6AKclV z3#y}o=*U5TOIysqictF%$?1WM%%c65@tMRlrbw^g$g!kpusg%p<8p4X(85{DLs8nI zL#=|fr1#%C{S)XLzBT>>^#KK8e&J8Uv=x88G~s|hDwnA+7I7B5yxC6z0RkUZvt7Z{ zT9!*F0sOS=IM1C3;7SqqEBLa|~ z`3Kveb^ycc@OLRP)ac-SC=w6HVyJ1ALgcA^KIqo^DVa#Onf~KJ6ZNFqM|5BL*D@5) zfTlxT+);$jST65RnOA-XqM=m-#lg0s0Q0DQhEo8D3=mw5ZftwX%GvLcf*j)vEGbU zj$T@e@a`kJM*iT;zb^7hxZ`(gOZ#^i*n}42bN3cf;x-ku6Gx&+g;C|%xG&BWRgMH* z_Iup#qoARt^tkqGj3w<$+cnS(ZTMaDr0JHLBKA(H{gLOpRhO&Z*;d!%6VEinfmPlY z*2Sgs+Q4V*A(Br&_w&qi5HaVBE1^480u)fo-u!nx`Z&u&>D$U3OiQ|2e|bbAd{Ien2H6 zdE8lnHa(I=sDsgl8f%9=S(~N$le?4L?h&}42E9{URLUJ45Bkyh`eHd8A%QVyo;;rk7<`V6A+O z&-gm&7#zTD(#_s6&EX#Dskfjv{|oK=aHiSv)Tt!0DcjDBkl37Dq^2jWUSRRf)K1__ zQCCm@xpMFst8EXF7<`piRSETCFnKrZ=@QD#lFY@BmOhel5HsGf&!FKE)sl&OMap+= z?TU8T?|9F_W5*4Ko@d zhnDE`V7x*eMc0mSr?;CpGYAdGlPd!AI8;?hP%OrjO>F*1#!5<9yB2c3g;%Yxzh3I>+;mq)~ zHS?YodWKTZ_d^v>sY96DzRi%71d*M(cn8Loa^8=dr;aaDmQa=LIb#caf8uHsTg5qL zf`vM^Dkf+a;6i;MULiywH;sS4KR{bd>1A7~s=x*a&B-$Le)2y-pWy!+k`|y0u)%ea z3xg5g?7R#62~5T>UbFP>XoEZUgi<#fgr4R-ysm+J1|{ba4C4A^eJKuNwE__9UubbN#tE6ES$++{BaDVFZOPHYVb$^d z@jp2|9r%VBtzX&me*7Pm!gplwjs;{x*?pCOwD527FT8W0qN>nG(*r=dqWFX9?_m75 zls^BV?_^&m$q{!2dNh^0cV-{_+gWH#Za4ybOfDq_I{)N;XvFBd^!<<>&&>Oa*WPnu zPL2ol9StvwZ(&Foo&JU<4>~pwQ9Dhhg_-Vz`CxS^jr@gTgpr5(@nWNs7;YI^h7`n! znFf0>1LYb9rSi%e^eNLmVxIgrDL1?J(eag=`#O_2^3Q+ry&JztwquQgN$w#MoB{-g zBb8hlNU%b1ma72k78;;v%l5;AbG7|1uDaC`z{=B6y9rzR!m9#IjL2og?OVdm$z1mI zMg5e7N#~Qm51x~eobXS6Q6(vBBoJ#3Y6v3e>C>1^D&#-f7Jzs)O_ktPN*9VzNVyb| zvF+Gy`%}Lcd{ETXPu^yU8=-|Ya)}H#Cf_J`@?T;Gi)RId)~{c3&*TpN4g;Qqw77qu z5}BnIq;^d39IZ7P_>kLF1>h;J@I4>2sU3;LhT=Y#gFI3bSNaD`{&=QtPuP;H4wan$ z-2i7km1sA&z+n%VEdI-C{nP35fB(*aaHCbiWa>Sti^M1V+g2xMN~Burg|1YloI85p zDkO3Ytz#l`yzU^`KJD5tB|f&@GwnKd&%XEtU{|a@eYv;=0GbP4nOckm&L~`d@!G+= zhkuyr&hxf8NBl=9LGGTMk92?eQ;2TVHL5m2@TD!+jUeP@k9?e`#_ovP2_w34FG@2& zZ|JYRY7h2Qk+Gfm=rD!8uu7S=tw!%(aqrz08ZUJMpc3Q^mav?s7X-iPqn7bR@F&nV1))_10Z!a?$pj&1QorEusOeNYH46D&~bMA}uQ6PrCY-E~*^{ zE-kcJFx~7Qu48-;`luM{f`prgTV5svq*W&n-1|SMOe6+?%7kj6qHqKgg>>~KQJO)B z4scviCer{|_FqsY&!bv{TB!CwlV4|BfbQ#jjA(|XuTXBIB|QE2n!|qI-e@^gkCsVo zDnjD|o*Af}=bR@nyrTDiyg5_`L??Xfs@>EJ*#FioHS_4Y0oB|5?yPur!*3i%bw!{* z8-_5EtRNLI2IDE&5(2edq(E&~*5BH$pMPt+D0z$m;t(OC%X6^tX10R}XSus+83*dZ z{>H<8_d4h?4 zlX)a!e;$$6L9Wz7-=qDN@y5N^yZ~Vuq$#)0Ec`=7d4ItYKLnp`^9BUhQrwDcwfS~s zE}?2Dw~)A^NYrEJUxA9;AMTe$p&oI6_RrlYry3-cFK?3MI~Pudmxy?6swgvH_|kwC zumk-LhDX?zS@-r^k+j2HY@hE3kN*vtJf4x$$fXzdox;w0*khPxSi=#MdCaJg*W5Wt zpA*Bd{mWc}u26_%W%l4ajLbF9122$62u0Yxvk(B>rAxFwy;#-atFc~x%UymP#bwKp z*u1|jiva>c5w9a1a3|BGdk|?#Z^5{)6d(Vy`Z5k&UP#H*hAZ-aNl9oT##G!z>k=C9 z=*vxhSX6AI%D}MqqbGr+3QwKi`soFWWt^cPN1tpbs%g-BJ??vYJ_;QY(-wBc795%q zHU;s^#U&+)lttQOIiYh4pE|tX6M0yg?gitmMyu;+W2gPCBEm`F4f(BS?k&N>)%!;eRJ|@ zOv*FAIq|8Ts(U)$Wrg{fY$D6syy&_x{JSH8!I{7huvpalJKeoW+%r-f6{1>x(L@e| zMn>P#hWK!#m^b)`p2$EAsze=T{bUH;D?) z>a5wV9`nixeupG-Lx;4%G%56k-!kHzZIlos&a+sE6U4zQ&reZ&3FDE3H@6Y0s;yq0 zcii~;mD?Y>0ii~5$bNX0TTRbUCS`&l7-J6#hLd&#)swz}ZiTD$;jxVb|dWSBE|$6=4Xp z+eq{Ege;$I$N-HwDJL_S?~Z+{a6Y<1y(%l=z8d%}h!rOL@+_V&thS@I-T#z|HQ!%I zs@0PCjXk&Co^L5!54er~7772ts)2DxtH$-2!$9O+$gEt_N#{^!JcUCXWZYp+(Iy)< zhH4oS%I=~((u+jAyUO&Nl_*mPis?_}0H^~x#@@CUhRrS(!F22G81kLx5XGLIrpjFH z<&$EoEpx+VWaB}Gg7(uiaIjD3gu3GqGSqpK?w!Yah#EccNW55OhAv>W)+wP}qe@zu zuC@GIq+2>RDw@D$kC_Z(^Xpbu3>xJCZ9yOCD#F_R zI>21tc|DH#>>k&L=gD=tK8Bz@KF>QZV_j^IivWonjnVS=2qy}K6pqSlr@Zfr?`;EY z)P!a7)s%?p{$ed~7C#2!Uv)*K^do_tpk(mgaq0R}3bqfuH~7#G4%Bo1q1WPYVZnLZ zS$fg)yPjn;F*M-03~(yw4CdUmUd?Xnj0yx3N?h(wWm^u1CH|MKX>tTv{4Z<`b|kpd zq>aN-b5AZ_At?OoLQpA@6y)Q~)W9e_TOSqJjEXRimZ%yQ%TR=>t{^1#J26tG0lfy% z3@Ki<%O}E{KEpyC^0=otXxvffaT@!?@gDEuEHf>xiQ-bw#Ld*c*-lE=Z=s*{ZfA;n z+O6~@+($SKnesw=r}Jf1qI;f{JgtV%D5guvK}YimL3Bx!oQw}QS-1|Lhdg(Ds6Y82 zB#L58d%R9H;?9W&DW6bJZVe@mr{F3aUiM2ebZ)#U;yQLe(Zl01W*JInjyq~tcWSts zOIxUt8+(ub#Uy<(LiyoWblx*>Qp;w1B(c|n#5Y3O8AqZv^D4j_<4fPNBd9+7JTa}~ zjH2Z@bXjGL0)}GB8L9M~zJ-)4bej*!ibaHdY&7g6{#fPk&SJJ9-UbtX<15svN!o1Z zH$+hm*<&Zxp(N(SJn3|qZ7rK$8^0`rWiFUSrwpO8gP?zi{1?^u}&zgO_;Y_BxSw*^@#T(<%5^zwST&+@*1Qkn8;PCKg=Ubrh17an#xk%$tv45 zfH3I-rr<<)bB!%$@m7ep{6BN+N(=|NKEW z_C9@RdnTSMc>!;xBp zsYZqo5gxWz@05g~R=zPVPO545mQiFR##vRLhHasc^!Lil&vH9-28CsT+9f-5y%W=P zPxFZz;vTtLW*O`;#ph{YUl-7cybCBju&v+OwfrwrR478DQu3B*iI_NwK;rqKCzV<(R#$S5s;w=; z7}tu2rqAfS$EGQ(GK-R@UwuLQ|K*A3zW&P-`NIP|k^JqqMTnUH-S@uL8ApL0{ZHrS zCdxT;nAGF_hulBAd2w3x=sc^!D1G*h@!wmF*W$kVg00r4VWUt8p6G<7as8*t64rDVYeVsz>(*h{~9oZcbxW+;Ri9Xp>tKV431O9S0yaVA0o zSahbB)Y>I$?<~1}c+vLoFBMxnTpQLZBnt$M;qibyI=1J9ii;RPN{Ja9l-hG>gFaY4 zm9SjZz@GQEgY|$FZ4E!=3pp%7;)Dca@>7S)wStsnIus)jeM;w)cxIgMl|IX2Z2`;q zcv@RFKi#Qtkg>*e$&YCN63)oTNPd~pT|)i%dE1f`n4`^!^VS;q33)jg2R%Q6BM6e1 z?O;JZ*FfD~$Z&qTmuT&RSN`I9D0HB#sMlwP<{R$Ix`!`M(JkNqob8N2Vu<;yi!p-OOgoqx(=A$XgnSB&`(}UV7H^$cU9j_F0Gq3o$zML zz@C@4RJcuTBnVKc+rR+tIOw=p(!`O=pR0z)&|1~$3U&A4TRNlflIy;s6*uATu=j(4 zL+t4&;>qc9lN$5gj{mjkar0HyKxy6Qi`c~_k4GiFjzkrkdW~vxiEQ3`O;dDA={(nS zY_uzW*e8G>ICmtyEfupD-(hX6%SoT%3W^i-Kn zROBYB``RnYQ8pb<`gwxUKhSf-qnQuU&(0@JT~jIP@E}KCIm6gTosC+;&{h3<_)1-l z$_nwxQ5Jy9N?{^F%F{+Atcp(S7Yu4wvVD`u6(-M-6p!)-*4*nZkN zv&LO<3%X6iEd4H`0Fyz$YV z>6R6*?YP&4Fbd+ex@v>quW%)2B;rYKmqlWpTQHovkk^#RS|pNsRfyE{!wzBW!#?X+ z%T%GN_n}5LleBuHZ?4mLO2kiy^i-ju0Ou`N0Rb4Tsz^Cv%MxjLWJk4xv$>n5LwmDG zVG6G*emRE6I$Y8K{Pc0B?tA{5LEPoNBW%ie47fJUXKQnziev zrIDMhFE=M0Q3dw-umG}0J&wy0s6w1c=0|=i%RL*MckaIXZ9-PTmN?HBv~~7=#_Rr2 z48Rbh7j(-(mtnjxB%W!9v8i9|zqY|vu-BT;R@@YIp7QxyfA+9nzgM~EDuq314OD6X zl8pFQ(ii?0Qh<16Yy9~}!{P1qHB{@0DsN-I zN#LVqS&Nb72ee-AAMT!8GACqt0_hts-nQRg9EpI4?CLtlX1vq6eXkb2%C?ss*m9)0 z_4g^(+ZnanHg4wOZxCmpjx<~x&8HtV9V!>9l+mYpFV!=>MoFq&c1^TuSao}89g}O= zSPORv?K5%secJOXQojCtghytwMS470 zSLHky6%yWhazD-#MZxb6=0PAIJ?$@!PKpjrvUngf2xZ~D81prss_}QgkqZ*e7)Xj~ zZN6UmiORE~yElya+S_|1{#%7E6!h(_?Sbl24chmi>O}KLkE`3ngM0%cM#MYk1*g}G zPCa}(?f1u+_R@H4S&hg2o>h`i_Qk!qh^}ZI$oEbBJP)+$F(_u z`vg84?+4FW>vL+;2&mcQD}7 zN)T~b5$H)&4tHXUKGvC;H_1Ljvjh?6+#gg%NlUu!V(hUZAQP>$M+pQ9M~Cs9^4Tx^ z@Y)ei6@r23ofIeo1sOjG+V z^OETE-MXZ$&tKUtnj%5#_r3i4mbFV#vZuN#+rz04&qk*T7!>BWGoSMgks>dAxI(ioiP3TLqaeS+DPT&gV6t=I7o_In9v zX_G=#9L)HMXFO(LZz9hM{=G0(j*FuCyXdrVDhIW3IwRcpQ3}7JcEU&W5TZr_)~sv& z?E{x}3o|4%=c2orPGh$ETZH8zDZfB_vEi)MbBsLk^!~Xhz_qhqN@__rs~3LIX4&~! zh{duSx#4H4!LO`#p*t7d+c3TYtm`+LZNj-u764~?v{mlVc^VPYXDyYJ%}@mNwqepJ zRiJa=jJCsVeQ=ajeDlit-V-Ucf7t=2{Oe+2{HETD474XAlroYoX@k*#CwvdJ(j;BR z+iT00w`Wg?Qju~H0{ob)MP+)(EItCI3~xcv$_|(W<$~i^gI23ri49VW2MS5k&4c~8 zZ9A5~K_dZKDjqvEQl-gAO&~(qM`v*@h{iPSfB|X3iteAGK%VOvp;4r~>{4dZ_B3h7-CE0Zmh_bJhRq@G5bNKQgiOl~AhZsP6~Fwda*{20LCVq-?J>BdB?ta+nQEqF#>chu3Cv z$E^Vfi0iu;lqj$WE^kbKe4Z<~L4Q(eD}-`xj2}l2oQq^ElFLRo7Gd=<(azd5nu)ZZ zCv@)rOz9~~ao^f2%QfzSAsa%(cCC2RWoE)H5Id0hsy$|6u)qQXyWyhno97JNn9nA& z)kKh|e@`5&!cBhw?f)GqMMN~yz?bbTH50` zbnjDgyaE4)j&yHlt2~QtHG0h{-0%REjh@k%bBKKwO*MBosXU@O=7~FBshcB~r#jHtq(2r52 zh1hdF{#ZR8)Ns;*;F-LZ??EMWQEC^Ti@T3g{j?{OvYt3lF34Ytp^smF-@1QQeZAgN z>ZJo%s`4Uus~a(4(0~4z>0V7nQhh{fGrSaE0$TnQMtdYMPw4xZS2CH7f{%?va}bWJ z8}|0TuFti7dnDZsus!IYwP-_rJjomxE!>nmh_|T1Bx9?*^+}RX_n?YA26*_XkAw?4 z6c2`$ZA8la8`vi!5xy{NIw54O1wM^@o7UXo{!;|@TPLx(e@Yh)OwF_#7gcmF0xK>RJLjVf@CFNqI&rH6n6OV8d2Q+ad; z_V@nmbA&zDCK>i6(8aQMicWksHXf83OfH!)lY_;eZLuCo>bMW*?*JS#nTwRe@rI9l z5J!Oj&=E}RX>lE*=Ww-PKb!!~Mce)vyDb5JvD=qB*X>Dw`YFI0bLCq3{;bFC4YW2I z`@`On_oIUHS2L!-#mGsk(}4Epyus47XAH=#H>R)+ptizBM5rJw^P^DIP?kLuy$vcg zL(;GWPBoEigbz3$qCMl+M=_z*Y*9*x(52=g3K29g%fqCh?-?DTn#-T2b&n~QmZn>m z<0`E2=I2kmcHDlSvN-NJNH-t~vHJ>me&GGcawB5%2JItFKJt`;rch?18$|?8OD29R z$l@m?uH_fzX9jcPI_RDNIgDw!xB8LQpby5Px61UowT0S&URoW;wAt4*>F%RQ8hAJ( zYicEC54`iV#KE{#5s9=?>a8+6ABFliFrbSSJ&QxQOF}zY#w(r;D+6Y=M}+`&fFP`h0<7eC7DZ75n6tn(dtH zj&=b4v7lY(p!O{%Ht_VIWlU2N9d%#_HZ=N_P`N$&5pIQ`tglIsu1EsC{jz31{V+Lh z98-BsBK1#`mI~L2I_I}vTL?)_`p7g8FwX{>I|cr*P@DN`Ql;^iMNY@Q)EWCjBlcw& zTwIQ2_)_FGRo7;K{e$Z9fpG%qGAS_ty3|ZhF0~{dW|ndkQYG;eH<;HmMZS+ps#gK1 zLjtK>3b%Icw0&vr2s8*3Qa`Aeqi#Yx*GrrYz2UDa`TDof>wJV@99iJ*Kb=fiTlLJw zOJj&_;|)yyQimdAW2d!h%Q)0WFoS{uV@e1MDCVz+tq(#uy#E+&3&pV6tqjkOiLweI zLrt{DjFuhTsRw=N{*>_A_PNH=jOTvu7F(=$7VajLfWW54{Blo|MFN4yYvT~T;q3~9 zEGpU`BZ{jg+#;BLYbV=C62yCy6`gp;kphl(zm1>XpoOQ^YahoUxcZ^eD@h2kym@5h z#X(Lbrp@fSMRU6e@6UNl@pq}9Au=z!2rPL`FFwSHi1o!17dt^U-Cl8h;rn4L3IDeG zok}fe$hjTkbddsgS=nydKIu{bytj0jozOk@miqQi$L?z;wdz;KqCU&N5f#! zmf>Yv4!EV7rClhYVjs&kH&gExPOx3VwPCq_en|wi*;0&pECp>3dx>X>xW-j{g|Wfm z_axAT?i#p5JJQxmK09xNoYN>u z*U@Nk@N<>!K1Fh?BiU4uT%X~Pp>U<%cDfP~7 zlyjI5|Lj1HL-@`1NPRTxh!dMa?)yky#$lF;%K36az2BXond9U?Q#$!!?rdE~o>;t^ zQd)zDd6cvCe>!OE!j=^}LvLrUxGO=UcYM9^_zuX%@&PwKCHkvVzclZV?*zW5;q>h3 z!`#~*Z#p|(fiPff_JEF#Hf0|bQEmnkyoHYZdTqPiO(xjTN+gVv%<#=v;9)O*4DDM= zb6e^mmuqWNV~Wrwdf-hcI|0RbrUGMSl&=rS^`{_r8_@$r1pYw5=E^!FkA)r-@+P^a zil*bIPm63bPc}o#W#2vLXlCni=XwQY5ZY92a%pv%NK%OdaWQdG?RG$*ofo z-7d#m9rj)z!ybMQRaX9lP{GcxU=lBcZc zF8Qa$!VCJT5Y?(fV~Kx=7M#4+6eFB*E1?_&z8TF0PRz%g*flj0&sWo#jfb;f!Kery z%4LriYnNBRaeL$Kj?c%oF7rAMF@7a*ID;HP^De-|kkb&R1i?1ZP89gK>aKG=G5)VBKFxi>l-T}4wsv)V$D`FgqA7X2S%*yy2 zbZnI~UUh^E*rT6&Obo|#3Fr#jL?W4^ZFJ>oa8QI1CYJeGxpfnXf86wM+OzMyqCQ1R zQ;D*YSqw(W7bAL&uwuQr-DdWX2LJwE=iboJ{8$kgL7xP?okOMhdql{A5h!ht5^41m zP}pSbrc}pX)66gZW^Fkyw=fenH}+nb_M{}5wsiMz^(?aq73xql`nJ)bq zVzC+1#GCL<(sYuFn$HBg*SH}oA?LKl|5jQGJdPUu~L zhwWCQg~)m+?bFwqe?)A`5(fJhq}p1==)I#8)@P;*)uFJsw$W?a9;GA*Eb8ab5AtmZ zpa*tnta+22AYtXP2BhtnjaUEka#Dc4kYJ^sM_4_1zQ|RI_tAtd|F?Z zVtu3ZEXdjYWs$pEvL2csXUR2NAh-G3{9>CQ651rS7f9+ghF4>vACp6rU|gYh^wi=S z2{@CyDwtL%W#`YRe-_kXKP*Sx9EIIoDgpv&hKEIu0kT7xV9;=#fA~FM3tG-EK@P~K7$vh z4FULj*7|SBvRwZlOE(wET_f8Q!g?IueO0xH%BI09!I59DwA!;TgxL>pJg3k#H&You zN3DfklxQMYdY)O_OOM1CF=YOWB^YJ z6AKqbn5X#Yv*N@Om#dgEa%Ff+HN;)KByn}r`An*eqN^|cPF_dtwoedH#8JfCOJcK@ z>%%XX10*&uKu!6G(En*nl(k7sxg9)MJ) zTNKV&AOKpf==3f%NyRt4>0+!%8>&`?2L0=jXi@`G!}K1)bBw73~@59OM7h!d;)WIMLfBGv8NA*mC32El!}wyPx%|mg6C1DcIo61bT~l4g5)`rtQG9w}H3X zzR|rI`R?G2F4!NrUD_HCWK*oI4l&q|4heK9Mv{sM2Z^0arp|Dcb^E^wU(p>^q2~t2 z*%zIfZFg~qM^iEEip%B>>noFF*!xQw^QDfCbNHb~XsJOh?D){r;36*%w}>9{%Q#9w zDr*u@@e57XKGx02tHp$@IHOZch13~Z)ne1Y!6$_|pY%v!4 zH%DWTl&zV+&bcvIK{&UNHRHB3T$P_YROBy5CFXDq|F5FxS7yy;tq_2_mAakMDb?xx z7@2Y>V3b`qy2@7_MYZiRO7aOEE;{mV#^q=}Lxf<@ao?W;9 zDbf>XeqnJ9CEca|cNVui8!e1^tb(1?&5n6IpEdLTez+5Vrkfer_F5oHADpM@d}X zb0NnYk%AeuR({N{eW8Rx@oD+<`G5J_Bw#qhS1zw`9{bNf{B3|sTPX}F7Em%68Hxz`V6zT+UqHx=g41`xh!@r~ZZK<3vg44!)arj@9v5=HfZZxLltScCr z+7}DR%7WOpf zg66hI4JT^orogi*uERp&e173{hNCkg2~$M9J~*CvzWJ6|O#dwq>rZ(RRV5YK>F6H& zj<5RSO*u0V!haCT{a03p?3#0dJvHsRTefccN}=E!64@hJ^8()<+zrSc0q||lS8|P> clJjSfYDPVe=#W(*6!0SDi8!r0X}UsmPjNcA|WI*O89^c ziDz!r9^3w^Cfbk_N6X!ALN@81t3N;vKmKyLQF#ZQkEQdPyg#w^PQ~-wviJBe-9A|U zV}HBLxAi~o zKe9jHe`P(n{A=YOu77m>rvBOcS@5^~|M%}a-81_+>QC|CuAg@P)BB12^X8ZDf8syM ze#?J=^he<@^S|0Zay|in9R5lD*ZWuQfB0Why|`Kz`9Jj^=s$G60ewpOfBC=dzu~{+ z|9|1$pv{j>KY`=|f^{vTuipZ~x9 zH_4;xzv(|;{s6y`e?-si|yZfj4U;dxvfB*me`?~+x?Zft~|G&Af>v#U|+u#5H|H%Dqb`;DD zBL#v$Sr{x50?5H&kQPP@1c0(ISR@6Jg25mxj1~z2WMHsJ3nK-8EL#IXT2lI)Bb%Y# zc>sckR(==8+A__~Gm-@Z2$~e$dhERQH}IR;BsuN`?6KF5O8+LlHA}bMq+~3AOvfyH`ok4&b8hW*ymF`Cjj#pPyX)U>me>M3YE!h z8wqSj&#*S^+YRALYY|_RA;A;2B}6sAmc*!rxDwcv5Z3}*5~3R5OJY<*TkmvHQ|p!4 z|F+x>WZgO}j1}>99$N{F7s7>tKu#DJ5OTP2dS|5H#R>LqkJ)*UB2qOkA{XF9zw|;M@7Ev1aSgQYPcAdWRRDJLrRcZaq6$hLA#2>fX z>%7K56wUWj&0Id4d~wOcjIIU7=p-jOfe}jAyxzp|sj#Cvq7nI3tPmF4KfLJ3{_qN5 zbGvdIJl=eGmUapechtWv2a`vxAZOk32-uDv7XBDP^j8_%7XYZl;RN8O5Vyj=1#9w7BvQ{zg8W3_Rc48l)jyaR5i3SE2b)yh! zA_X>R)l11^;~3(&qm{A#A7m>PL$A`W#4>@73*cmae=`|V+T_ChLNoc453m~J=B}aT zO;6Z9Lw)Frza6=o`*6saI_V*fywdKCXudP~-&?j1v{eMmm z4?(nMxWTHCU>lRT@ZG+Wx51hJ^{B1ULENk0K*%smivc!L6VQPG|E`6vYGItr!L9PS)oG*O~N(!Ct*jBTV zWWUC}df-4Phe{%pf2CKLBgoH@?nB`oSbXUHC2HV02h zNGjKcqb9@6PM2{50VH)eH3v=Y2p7&E$~YG)9LAeu0om@Nt*C#BnXbkU=Yqi?C&&kT zakj^HF)n|No^>6=8ga#xkE%7mS^RKOZV1_Aaqx4i?$Qi6k_!#=f>(Yu_Vw0r9(H-D zTP$MOkQz8}szeK-0oSqEkNM>4plY2HT%Er^NbM z`!x?OSfH)5Ip}@$X+J#Ud-v&5^RaI(a$>Sd#k{{*4EQBeY8xzXp~ziWqUxARr`d<=+|H{qUpRjd;2tifsm?rSaU$VEYtc?`SB! z;LPLR$@}%=GFh5UpI*o*g#LT(zV0QdMKzZ^xzOfu)al_T9n^8_mE`gtiMb|Z>63(L zK-vh;CK1u&F$2(Pr`19nLPJLz$M4ap?iZNGr@Rw0L|R%N9GWFU4(OlWMOF09HXQYX zH6eS&-DN`lecw_QCnr9A>&Vx-M;}Se!@GN;b+V09x_5C$6dM!QP!z%KH~viDnFX^! z12tUcrVIq~S19u4s?l(&vOfy`b0P5Lya#9K@!0d8L}2wzV{(wqKP~-03C&x6_TYJ7 zf@h^Kkz^i#eeU1?-#uZ=KKX?WYRsgpOQVMF`U0uZl>&n2YN`>!B0%x5zBI8lRGNMN z?Ex!OA$F;_tGcnU==O$KZ(U+@do8e|;U2H0E_;G8oxqg_YO60Oz;&>gWHLwWEFVWG z8P7o1=-$J$VZXD=0}Z0D4L^3kqo73}a2bIn4uxF|z;gsKx9mqKA2Do{Ok*-?hJAhC z9MIi(`L6F;GJgM$gF?eJ@5r&vd^xmK(4gQL9!52bJMMGW%_s4GUBki3EpfN1lzcf3 z2x+fpAX@F()eLz{;8}MFXI&mfLR!IKAOaMoYzJ7Kps)xG1hUwd8#USXn8H?W$2@u%;1@WuEkZd`Csa4f zlMbF;vc90#e^MRf5MRP1%Vu!z8`8m7s_`dO=8zMz3?y~_z>5XRjyde)Xuh?Ilk z-xF}8qKznVS#uh~(U@oKS*2oSj}(8&S?LFS?b5%$h)5KH0`4R{BN$ia=-Mn%iiFdu zAda-DWY{~ZRPX#=q2#b0)xR+z3L)J0`wThp!B2vf4vx>sc{MKIc9G1wxZciHtgM$arv>d&L@W{Ab-R9)<81Z@b##9N}J^fXurKE!8^{}3%I>J zfAjHsMcWFnC6nhN_Wpo|4Tex+sII#Jpc_kZlFkdT4Rp3Y8w_Y3pGO9gbfi0WQ2rkG zHj$8mBybHemcnhDK$R10+1Lkmun{I*p0nD)(WA2v*$dDYRUs&fpB}p<7p|)*f79%g z2qHu@OrGH>gbDY~14+f)GIsEd#$7E01cI+38alIxHC?o3b%Iju}#0ze?-KYB`R{~oSq8jD$o28ehZt9q6 zu#8_fTlLvSH;u+ZF<+$qS5C9b@9VeoE4e%b%Z9SM=nJ%hF*(S%`(u1$8UDD@Zw2pH zUSxqi_LA-3vQH2;_rH`QKNtP5J<-U%qY?(^{= z5}GlyKw>&!kU=~G9@9&fqbK8Z8+3HGtz}pKNRs(+7)?Ur57bYdurqJ4Db~ZuI#_nOVCPI7w0RF%Q*>x*TYx~ngw51Y*`%rR_(WwgE6P{Rn{SF#r>Ub~L`f5wwn!fhw0 z8t<07P*Y4>NYdE!wbuiH>eXU9Q{JtBw&8EZY3Q<8+C``g;|LD*)-=j|#Ad)I=fYfkggd(lRC^;VBK z3RjaX{l#huVy`>^pSHdN{M=6gm`w!KQZki}QO!OAAP~hz|Gf5?J_+?6mAbuvjHD`Of5X!Juo;dOV{GQt* z&>8{B3NG7`P_pb}!3JLtOQJLTV~%D0Z-yy-#fvj4ikLox7!vSz6rmGNH^ zS|<~7=4RScuku;TEnKc6^%atHGNJ)Oeb|{e69I)+kB0!dk5CZv*%j{5`rL| zO#+F*8lu>sZPy;2-m^nrwJeqzg#mi-p|^0GNvQW1I5p^FDr|9Nfj1?v8BMindbQ%g zc3j%d^2{g!5rm-RUj3rPL~on#-`OApvxa0VXQRnId%0)~bQ`+#qQ&>SjCO!%D-;l25zu=mXcs+M#HoB-D zcTkO%iGVQ^KY$v(jgaZ^feMMN*rvA=bLu{$BHGhE=b<%>pPi0O|Bj}AsTAqt+0BddXJUW{jG zNfH%l%VoOjq}f>9U8lMham|5g%Vv(*UV(D*zFtC()OrT~Kay=u zWCOAiJq$@*JUu**z)~EC9P%uRy@DC!0@m-FmF5d-6CAQ-t$;G1%iJM?x4A^i$Af93 zh@_PqxS?^Cm#@@Lbz$)S?V7sNJ{bIlulC1Mtm2=!SpX$E_;dF z_=cUDZ*uTo{nH@l1-$-^J9d(Q-J0*`9ymxja6hFb=&_Z5%au6Zhb)!Ys?~J&omBUt8I4|; zq0=kTt26K*<0OJ6!gT-;4x-yF6MMGepG9T?(%+)d&aA6mOx>pIB(yN9Ny4zr{IbyL zW6hP^`0XX9+}dCAaCJZEw|uXZ84!T`dj3&|3b4>YD@f8wC|x6^ zaazbvnhaqKXns=otm08GJ-mL6ulG_~T0SrZ~H9!~JS7KRZ;Syn=v^-8l-XO5oz-E;Ptg{L9|T z>)gkMX)}uc3{KOPMpOU_yt3W@9@HqcAZ3d^OrTJcQ0r|0Hp*vao-{T*1h5`$2Ye;G>3?2e54cwFXmg$si zITVL2wQ{W&N2!uq-IR`{y9)#3A$ImxE-d;-P1oB2It-y7$r(m>Qhe5A=YHCxX}{Fc z^MHrmi|Lk^r2ErFQ?VJU*5B?9MRZhk&aiJ6{#{Ciz}E-*7GqKl&UXg-2&}m|M#0Lu zW{wSdJB^$;?Bw6n>HQKIW2I;_U?V(J{d&P+bYavMdKGaT$t_9R0ogk`%g+u_**JnU z++Qxs^UFkQhM)ckDlu4A*F_4^%6C!0!O{zUC+he;7j`4NL$sp7RCY+5;A2-xG?1WS zE*%b=t6-bJcU}YJ$ZOe=jW%n^?c{{(-&$@rUb~v83j5uAQ`0shNn;1oM(RA@Rb`ec z;o=dHQa^8(TLDA{a_MfDsuw$c9)1OXg{g9f15H-Ur!8@%*dN8nbGD6~L~Ya^%ME{< zP5*frv>>S?_$fqkd2?uG$P2zr=CJ=r5%%$zJa3b%3Mi!^`WDyVeVo}3oCgepv%hk0 z!)7k|^ai3?2*=d*%mx!3)4eNL0d@TC(i?7p@(Ek_^R;*~dtz;t7diq!_l;nClPYOZ zf(0oHYDyBb#4%!sWAaP$i2QRRoqF>MJJC2MJ@+Jg_rjQ zD`G_ztCK?`5gfOTipT8g9kPq6IG(0T zE&TO>knPPFdt_vNw9gf&s>43iRugGT4N`bg1Hz}@&H&x1776L20yJC$(PgUYpz}_{ zx4aiFGKB2|3+)Mm0cOF*PbhPIE&ezc4bVgaNyP1Ln7uG_Dj? zX-xj^X*Iy|<<3vO`+Xbdjvl3;TacwpN2#QQgoUwmIg-+9EG^^`Wy6 zE}0VK0Z`*tSATv0YWkdr5beJHWG%_vcQV}FEufBBaM(d5ngqet%P=6A@IN5DSNl53 zm8X@^72T#xY?!4vKU)L-wGX4o^;D!Bb%zShu zZF3x@E7CudKtR76Xg}Bn^Y4su2%iZ(ABT-@>IWg(0X3kY)t}E}hjgCfCZzsBjVA0Gbc3Y1PCY9wNXRYb zTt7bDxYHH*$&A+#ZAt;uL3+wj{_%h?&DIji>pwel>CoN+6Xgotz zsCXC}>%?=RSb(hmJzP&(Gr>AreZ~knju(bPNFR@`9WIvB18wHV`GXo?D;5gnnexu0 z2UQ5>lce$^o^BTw#HM;6-x%fygN0(^e3t74yG#+(%S$;?jQwYRhoLplJy|%;v1VWV zKb1;Gexwo<<=qVwDpuA24~8h8Q7vBh9Sl2l4*T`-CE< z_s$`(`8{sAW#nC`3CWlM2jWJ+0EGJr!GOImM$L3BFVgY+=q9WEr?XMMVNtN$yhn%B z9E!5*_zF+L_A37y;nxSRfTRZwxYLdGa4){SzQp1T$lG2?`VQ;{Awf%4#a>SCO%t;~ z_(}AEj9lcW!GWtVDQ>_P#tWH^=>yg2fT>2s20eh^WH|MyLa&H*_0I=E*U$CG(O`&& z(43f@>3}YluN=XZbHo*B^Ow1$S$%8TmoPpacTiDi#Sa#ahk7x#HXhAOV zZonV^kPFjrFoO_tMRF6Av_NUg#{t8g_mSJwk)#s3n~QTX$qQPWp2s9nGLfy`PR|NR zXE1%f@ydLDZIYejTo~2889V);v8*?rH9PRwS^zw17L5cT05!d;%w=BUiZ;#@x_-;+9YUjBKepL>tiGrg=G{z9&;_~IUnIJPOjks{T0 zMTO>47CrhY(u6^fTb;=gx%lgB|gZeB^o0(vH(5^c>!Ouw1RG~KlvBSyG-0Z=Fco?hThK<20( z(qDMn&b71v=?G?6@;5|epjCXtH~?8chO_N*{o`0kcaby-^FVE3v7P*wfR!Qu;i{*P ztTJ?{bjh$CTh-KpUdAIW3=Jlw#H`h}kE$|37kFDqt4F`iHaO{&&S4KUvL5l^GKjDh4QTp`-YM-yjnWmyyjeJuToUZ#1*a0Qg z0GPlevWhj&>t;7xfc0VS4xxW*)<07|u3SbH(Hx%?R|-L_4VdBWbVdL|hiut%7R|#E z4cyr1kwRhny!84?lQbFCkz0}YNy>Q9h3+7tWB15_ z<#i_sVUM`0LEu{*MWcWqBB|X11}dwLYa(s}LCfUJ4lm>IC55`<64 zp1C$^&O79;#E=-a)^Km+L~KWZ^>8=Y6Li$-Ci4cgU-CL!c2f9~X7+DT#7cv;O}Ay% zu1BOQ0Ho|lT-+)Jy1X{KZOV85I?E(fy}L{3MYLFq#WT(2NuK6)$VOZ5HfHt~6ej5@u_7#Ss6!$deEP*%bOl5r>1M8AXUVNK$&`Gpbq@|T^clhXtAY+g5j z+Nem2qj8qY^Uwa_ea9iezV{fG%kIe=M{6JDV+=JnW{Y&{w78EhUMjZyy!q1RZ z1iXXYg<)GKtb}3%Cg4|dV9!f2ASu*l=8kI`bK13M{wQow#D?g7FT+oR2lTf`KNxO-*Q4}mg$B>(dermMnvn3kbUs*SlTg7dN=UiRkRBJRIh;|pWK9UfTbqhr~nSo23~)zrx9_@V4` z&IBa<5^rg!tEmcJz^Omq)mZ0RJo4w(#O<|!ZV?5SAi=2Sct1B#^!}1kR4Yk}7kEW*984w&YGT!r$2sMbUL`m%U+w48B@8IB8~y~CeRjyWBWqw0kSUYt zcRvTG7DJ8jthz$dz_Ag*E_+}n=#TYZexiqVy1-rN;bAo zKWV$}UV&KPEi4so5Lyh=FQn!}gWza??wQHw%GvG7v;tGF%Xt`eB*U^`u&xj<&@BlR zXI8O8CD>KPKN30{i%7qtFkq3wwzvIi9j`BMFxrRqM!6^xP8pQr2s#dkBA{QRA-NPr zt_1{?z?9MPj*z(bXJ^RCfab;aMw<@SpIef{G1q^UgE7*mvDX?Y^iLzyOD<(xHq-cJ zdAeYu86z8#v^YhszO6H5kNFE$9>se~7I?B@!O?%A^hJn}$;(^^Ngn1`o(MvN2@(P> zrC1?79fvJuxSrztU|c>+CZu;7|2-(jA+ZO##rt9yf|huU4dfoX|3_wbhskOUrnJ|F zw*-*;~KCZ=!ZICsyZ7Nc~bFkZ0CvG$px-E>zXk()7K!=@t!9h$MGa(~U zOv{vJazgQ)AGo;TV9a4N7^@mBjTrZv?_k_XFb%8tExpFvbB%f9CfrcwHQ`EmguHhrs=Cb}E_O?8Q}vIt!Hk%cVp8go4bvkp#i2@=^5}swrmtB6V-Jk*{wW zH$N}+8cy~0WIk%SR#3F^i|77s-5@=Qkm8x_lCoE|J3)JzIaFK2Y^@OJ2#LAv!ls*d zcRhB{cIfwJ8mt514_F$!KTAmkhp!oVB=)uEwFYzq<+}3V9Q|kV%=DKmC0pWA6%SP5 zl$Y)K2u87y%WP|UhtjR2Jw;*61N-@gB70!QYD-_lS+QNAyIiDNb!6Ykb%Bzj4ktRI zx&A>66yccn&>-Ng!()b9s`dYK5#!d4sODs)4c>tkkr|#? z^}e|5zb}J*5<6TF9Jb)TblZw&LP>042&fPZ_)3b%EbJ6~`l1YOPxNO@ZkfF+(Za&P zR%FY&y3+ZvRI>A^qIDL-3i^Jq47O zi!Y3ZHzo;U>&DM)h~hVCm-Jd$t-S`OJ0J%pddu5AG;H?lw3rDzy6jVis=aKD{814)ir3xpB}z@nqCmv~xJ}5gE>HK%W<6JENY!S@9kiZHnA3%r;H4zb8F#-A3^1zN_dS-m@<|wc!vZ@PT!&rTnbg2%iz9Qz!rOWq%)Pp= zx@gF|&<5 ziR{4@D}y5M7aKH9)}DJdR}|GBO+m|3?}CIrzxN$+5Gr8O+)4=?9!Nk~<3f~@u(xa1f;LmsBgbZle^`jtWebBL#x`8^bWmje~VzOd8VdKmM82{-; z6;A7~ljP-NXE1vPIxOBOf^K~iB@Z(vGqlyf>y)mOm9p*y7&7O%S$>JSm#=#@5HO4_ zkZR>d;}jhj0_#Z_C$aib#DA5q9tK=LQb>s$k)Z?IWspjpuf7ELm6q-qnTAtHkWWs& zeEeprm!w%mynJy{TC+Ml!ZasWkeQFd#!WQnm^N*m%xOFBmSW%*;c;HmL*>ncAU6D=m*~M_RSv7NwX@B^E^yge$ZPvHbI%hN72x{Ry&L?)u zOsh_6atkWEg3a=GBEP`&7%)$(dQk}PQtAnRS)#D5E($|hzh&~~#8Lmr6rLr2GT|vW zC2!~@hSwWn(8xsl25>$Vmm8yAg+ z8PAh1NT)ZsqN`o>#8KBJDm}vF!sna^Yt9jG%R1GJRon_Y@vDmbY)(18_v7ZpTbId6 zN41NNzkpJ0jjLD57q(|-QlftFSvQMi)lcyq`tYf{q6KIkL@-pEq5+_Fy6%A0r)76 zO)U+q2&pJ|yxjfZnClIVrXYJMnkKKF-2k=@oqUqYTVc_=^jlMZuN$hr#h|L_%3 zI2LD{cI;JaPL9^A6pBg%UcRQ#_`-=Q>v4lO-{(uLg#J;pg(I%FLdeDu-NyaP{c^vu zoswtF+;o;-oRmBnCRgnLno{4mX>I-1%ZJ|T(>PtH47WK*KL^jW{vxy)ERhN&t zo8V-8*s60Y&w3(nSL+4o`L<8sc?maIE5e3%WaCI5hh9N&s`)RtqY^VP(z>oelWr3P zdUjR=ng||>{)ROx_HQj2+u({mk}Vnm=1bW%0(Nwye+?Eri((IEFxFUBX)PHk*JhwMq1~`o^Qu(C~8H`gL7s zILS-#T-T?)NFPq0I`iV|HS|8*TKv?i^|BYZ>C`>?3{;auh2UTxS*j?@u0f(+$x^fJ z8X>o2GKWS%xwnPNtc2kajJPYWZie4-nA^Ikq&yhN9-$Y`@mX%zKSOc&vW%9NZo1jt z`1AA#g}gaDxY`xd@@qQdTj`_W50PRb76yica|)JIvkb3aY@BXLhEn3JmIIQ-`#KEd zYF-||>Z6PbG|B_MozHZrhR4QUQ8txKN_W&3M;o~?wf#vB7*hg>2)G2q=G zWG4c^2m0A7q?C45{)cxyd_R%l`nlhHfA7zu@fH8B{x}IV%WWp6*j)@+#V(Hkg*^$! z0TZWXd|8}>vHr&nxoVXz#9x&+{EbYAQYSzMFt&^CEvG|}s1dRkC(N#O8mEW9=saOB zS@B@M@MHO&%Zr3a76PI$D{2^Prknr~k7_PZm)L1jOCmvLxeplva`$hpHJsLP)3tsZ zT@k;DNlx3?ecgX7`uD_rtbORZ&~T$U4T;Ag$NUSb4ULY~+y>XZfd+-ug0wFtWB6vx zbwX$u>2o(_BvkTR6RHmYE7*1oCDqNgQWk7hIZ6ECY(eFW{^tx&woV2Xoi!tI52ay# z&-#MnwjHOZWWS$WJm%G1J3CT)Yc7$JDJ5sJ!PU*9nv>C02S?4SQY< zNmiCY)cXZQ4y3S90)CCbJtuq>UylxOGPDo?2}v4Vw6k9NB;h;*wxm2^9sN2l!MAoJZL@N`EX(+7*nnS zz7yj5AlN*`AC6|--PI_|rd{Avapz`7I`N~}W<(}QmR=KzDz^M!IGxhCX}GJtaBf!% zXnQ0shn!bw3&>nDU{6j3LFM#rL|c4hBp(j5Fh#R9$R#HQzvh$Kx8Qbvmzq`DHmyAl zU?HLRml#IEMYb`v^a{R&=1xSO(AaKYBH21~oy3ncr+S`8fmLMt8(xiE_UIx0PI3<5 zi6LVh_S>IL6eA%CfvI4O%<`ncP_s*H%#6(^CBK1%c<4EX8g;7F(CK`Rp&_0vjFA5% z=5!bUo{U~Zg>kuTCwaI3G|{v-8B$`vvhR`DS%u;;E6Jg9Wykl(>`duPRNqSgyD_Tj znoNeETY#^mJVfkk4@@+FDLfhbNrF(4w_!xix43ivpHlqO;b7iVS@YIpeZmmRD0 zJyAQ{pnO(v8Hi64+s4Sbg$k%f!OI$&1U2yk&fLfhD7XGIrb>BscLd)(-X}A=G%v{b z7{}X>A}e2k$`&7=Udm@1P}0)PW7tmr&Xm_i@!J{YZF~p)Ga3QyGNlVbXXt^SznDCy#C_`{k1gR4CVVC59IJ)};R)Sf z`Cr;>PXbU4NLE^8VX$F)en6sT9ek-#@#fmFw!8XIx9+OoUDi~l8?w(lq4hwhTEaI5XlgAT|GvaB1&n+4;x?DKGPVau$A0)4mJ+ze3W?c(iKDVYCa+ zC=;NRrUUSXWYEr*Cfb_{9xsQvwG~A&BR_K;9urjLX;wu)irwj|n7WjARiQyR5RI68 zeWScbam7&Xg4ca!eV32Gpz7{4N?dQZyx&?Os1to$nwH+WZY{W;`&znc6U$ok23Tc7 zCKnsuX={C!U`SSw7_~E?aH}VhDR3l|FN(C@X%sLS&$gLX(*tR zIYu#rL1m1krEsRuGKyuE3!ck?&E*_DdDh>kK5sJU(0it-yC>l#ui4&FM$=iMpxj0w zpW2FiyLyyeFfL3X4Gw`bEnAOfdV8v18H*nNtFaT1RZ5=T8+|v!5<0NLc>GrH(mY)T z*MJOy8j&V7K8#CTAw-07+dt?Inm&7AF^hZ$h%cM#pUDQ~6mx8HYX2lXZNKJ9(YauPoow$>cBdIx(A;*`bf(t+mfWZcv zn({&#YQlVcTiU6s%2sSUmU(ETinaDC_LGM|5gx|~}uW-elw{2Ag@Zuf<=HNo@ItCI~3 zD#W#hELea1KE63G#J-S<0_f&86KjJJjShq}Zy}0D|2a^n)BHT|vIKem)5sxO?CE!I zG`iDaN@~hfl1s`ZD>q;|tA;Lb$%KNy@AS;;TGY2a3Uo?Pq1@!P26Oy>hGe|gaEk%@ zp4D-B1TvirbLYMaTVBq;UaC%W*PTa>{RRb+01l+(oK4J8isjj{cl?V%<+$|@f+A&G zj8^>L8PsH-+9@K7g%cs^s`}81P`)w>uuXd>+rj$~*C>JQPdImfBYXQ)FZf3q-#yPB zjabZf72ec;v)mw|VHeKWZzhhbw{10!zhz>dVE>(()K)ud%%L_&Xd3MmK=}4W#y-)Y zf3sfPk4-)=Kxl=#)Us`h;v*p_Ftr~&6uD&T9=T!N9Zo`0m^ zraNje+=pE6+-O^lJ+7?+zePS4PvCd|E6LM6p0vXTTHpsoRgP6txl+mN`Pinx7?7GV8g>70Z{K^ z{dL^5CT%2kg+O4po^}V51=KP&Fef4IU{_c7Dpx^;P2l_uxvF>sgZE{E@vWh2C>elo zY;mQHgrv$vyJowzP#8M`tKY}XLEyzDt7IcJ5B8Hps-i`Vr9crADXb z{*)#Ua;h{5YMEjQt^wTbG7?B_cdd7YnM^e+r)-d~a258wf==)hTnNrK)OObY<4V)E zhYxWMDSr7sd0_qEs`P*+{Y}wHG|wR0ZG1LkudfZY4{|xt#w)66`09Gp#wENA1Uf?} z*nVJ-%`~o`eQRx>$gypJ2*ga6S*2LMe z_8b=RpqOLmaGXCW+WN1ciIb6IMqhVW^txk?gUaHld2%EH2}I4O#I5_%Iq$JCfE zl&L{Mx&=xI|M#<>`?C3B7+GfS-`2Bd9Sr_jreb|zQskz5bjnwo%>J!>-B};6n)50P z0dSk}p2G!$w-Vz|Po=%+U2cjB@BzCZk)0#4az{$GMqIoZ&;C)Y3^TQeFtDFOtwB9? z4u2+UTI~%j0Kh+TiUX>HmzN`2&;+KOAtT?j@_7trsA{ygn$`)i>#-S^3iQR6`LlPC zZzWV@_jS)s)+9r>cc|546tdN}kD$@r@4qtOX343xGq84R52##V--jL4 zh9i-~6Y=~%k=knYM=Xzb=)Zah@BVHfG8Sosx^*-9>3!qwSXqXT)6MNn>cSvgz+ucSg& z(YXQO-{yx&mBDUexr$k>p=DiCN2VI*hzv~f$y80r@CoR`-F6}89gzNY;v|u#dMS~i zKT8X!!0O~J_885+jNM^_kl&_VcOof76m4MnYgThPpiB zgV|0AY4;>b_KOj}Gp!?VaZY`usoomcd1i&qDQ?<_`TWr8rRi7HOMziko2_%gn)32M z*kA>ya2|3PZg*jloWfqoJv%un#*(wg}S zUQ~f)qX%uKb|`wQKE#19#ZFv6rXZU&F!|cuG)ab0O!-eIEjmXsQ&8Y!<|f)yWb_V! z?0=hN-B=9a;%b7V6^v|}N#P09&ubrRL)&1A?otWaEcPis&!?BUam&E3kP15SZUl!By7Awr+)IgIiLOh8LiRYkd-eMb)j zyc-lqq{?$ipu);LyUSlGU;ATm69SPsO*SJjzc-2}CC5~!$s;i-!oKl5tZm%1WlwVv zL+4^I!$WXyME(ifAJ|3v{04XCfO-t@@F1c`BU~Zg#G{x+3ZHpJn1i4i$dmxpTq*A4 zab!jYV-DG_yn(^CUYRIGMP&r2C;DMFeYVLwg0fnQ%Hc%pcyabO^Stb;5ItT#Vkhx} zUpCP^mA7ZdKHS8;K=;8A7OH7#edq&0G;WV6zKaWLrf_XdC^~9Lb?@Pv#54@8Hy!wc z?jfPQIKLo%blGw4D2gVhz+A)Y!Gtsy5dDKqvTaQ@=2dfJ2_7}1`yv>E zqB9iR01q_cj3V<-LXh_x;eZGI%M&yrEnh_LYvTcbGl0zXLU7aS(t5Sy62P+f^Pxg? zK33Fj{IIubukWqDbY~)R=<1(_BLg|ES8bt>ZS|wryahaS^M!x+ zm>AIz`*qKc@a#LtM8>vl?b;;Pf$Vfj8+J#r2xkyBB&iU3I~~KHP!kbB#{gM31H{p1 z%?Aol^5=qI_FlR;KMTZ`>ps@S)|6DfD_upFCgQbJ2SE=X3UexoV3sTcB@X^5_YP!~ z7snK&)`=L6s@QK1>UZ&|G%#2YTw@JJ6T+$kA%zp2fcRp@QP-4d+R=3)(IgX?P5#`xTOp$@pf zy}#~&o3-WQj^xmv>K5x^ZBmn09Op95vP8PABS1Aqan%^X3LX>1a|c`8gPD^?gY+z% ze=h*kuxf=Y@BKnEmFJImS;jb;5GTf{00 zDh5c|$Otk6p(=n_4i0iXuOKLm5y)J`nfga*w-8IvyoqFHo!lHT_dAxMpBHMwf{oj# z#l<=n$n8A4RpLVhX?nE=;hKVdk6sg6qk(rjz@&e3A`Ced1Uy04Pc{#Z-|b&a53grV z>B0g5E-Fo`Oa%)m?KSUd0i42&gKj*M3}UL*s$%Khy{f)-3aU3D7*pV?i#OeCq4QWE zjHZ$^(}D0th-IL%7QWdYHmYf^#NA3XOTKi*6y4d3pUQ<5slI@WeR}A|K6s{redmE* zKA!_^JHpDQj$FM+{dtzsPvD@Z&GI>VxLF+c*q2{CNCuvG^-@s}^KAgFxp5r0VHz!E z?D^4>D}?CDnGJpu!AJ_l0jI?+E15egV_ia>fQ?2Mc~3&LuZsKHee~ADk=vA*3-*S} zBiIaVBD=R6bJlnYqk4N2qM|gMtI7P}xV;=VqYqVpr{X&d&PmT99%p6CwE^9S7oF>+cnKdLtJF1uJ%$#$_ig!2wIk3S*Z^?bqIapPgHDVb z9dCq3s!1OlxZsBLRKst-UF&#BOICU*8$q6bux{EmSBR};&k;__NQocw>39KB7q z7fx&}M5l{@-B=Pe1)!eGk8td(t{+K z!)`HdTUc+&N#VTicSy}#D0uP&dz}Z;Mt=VChssn1mpc%RP-VIkS(Hc!%f%qBVCS6Tz?7IY}tGaL7=Zx8JjUXOrasHsqtr)_0|D+B+gTAos@LYdR)QiqTFNM|@^P;2&hiKt<1Qhy zjtS&|6$apEe!%@Ne1QmbgQ+q2{V4aLDPF2e!14R;e3k6_9NR^Nw!~t+c@z~yY~0mR zR4HzrbKXB1J3I5#dm6rE)Ft7zetUJlSi`e5rbEJCe*`hM;`zV@w;kFiUY_Jz!|W)= zT{N&$1@~(yu=e`lCkM$dFg}*EBYM6(a1{Nv6N7a+Sz%Sa`UY!Vska zju=778j9mQ?RX72?@-b47NX29+koT>!#(!j86;g3F9GB|InOD`IscvN&aNOoh|@*P zfio_;(O}ZlVEKm!9_7%0jMom03cB~fc|6OXo?>B(23&wz*hHjm}OR;uVTof~> zur|dnV3^jlm>h^0{AS^rxMe{_N#76y*ugA|o{EmGGXCisZxMIWE9>o38U?t; zlf#gnF=$VV!hiwp8DQ8s*RR=v8K9AzD~tfP&zjA+R^`n|WblRf>kUdm`c_G+lB>ys zS*>rKBzRi^Jhou%-3Dc)IXXp{rK0&Y0%6HfR~6r@{sMv3sIze$7G`>~r>+i^)z)!* zYdJJoTLdD6Iq{r?a1cDKl9`>9HkQ?R+%D!VLlrNcLpA%>McJfZ#nd%3(3^t9P`X`{ z#;jI_$cFZ=Xe^!6+Ozg`Ra?W!nq)36Li9}~1vnJt96gNB0+gk)Ry@B_JfuEOSEIa1 z9~8%D7llsU2`B~nl-E-kPnD$tj|V^!Y`37DRyTL(*To_$z>wNLJx~GaP`KMkE#RFc1FS(> zl^uIjIwPiE^HNSlw>A!1o-R4FXEJ^%%DN@x)QBiXuytqI%6s8B_x!WHl|5|M9O(Us zo$I^@>B0xvZ_w)8=Udc}K)o9z|D05zQc^V-k6CO_2OmhTpBP+gr8_3JBr=JQz}9E4 z=fos?r<8#sQg)3bHbKpfqfru^1aI-=erK;bf%*ybLKg4^5xUbS(R$tL#n#QLPnFgh4DPN0q_fFHCtc6$ipKiJ~Wj20`}9 zxJUT&Z{JSumB&y=T!kk5*qdcU^vs9)ur6FQiz3R7mv1g~vC;HJ%?_B^(P*rW>eN;^lg=~~s)-@MdrUDk!gR6QJU=P~F$Vk0%MprQ;YB6K= zMX-D^N_~{iwq*8hZF&Mng-vpV__)~BDazX#jAbxQY~!g;{pfZO&U+{55 z;`ZpP!M-g4Gm-Uv-Wf>}+>7GCjLUsVgoKg?()b_KAiRy6dbw!f726g(UKDL=$n2;H zmtBlCXsepMXqz6=dE#Ztu)$cxjJ()Zr2J2PR$F6q!lJwOPR>xopv3$=)PUP|+z&pt z8VBqmp;E_OuZ#Ad(RU&CB@nZ~zLb0GdS**$>xObpltTC4X6vy&DnM~!>Bg8G^HlU> zA}}hDXMT5*MG&dhegZuN?YC)um=0ku@1Mdj{MIL2Fam;UbbqleCwTTwX`F95Ky806 zurh4z*&`Mubyi;9=O}5WkonV7F$D*0Wo;PY?L3uGhyr&|E2@6-3H7CwX18Ydr?T0O z%H@C-Hsd9Te~FV&itygRn(#Y%yg42o`GupoWiga%d4?qbai)WRo>*n;4T?9 zGRD7+q-UL8dpVxsx$3-_1e`-Sw`tp9mFSQWV%vs!JH{^(Y)IYCs>Tm&dygm!%-<#C zk>oA}PzKhf@~X~vE|g58;-#CZ2{~|QUWV1tN!YES^~W?jM7eEYIFWRxR_KY)qu%KDoYsZ%WR;rGc+j2AzGov-9< z6k*wESP7lBPE2*9njpl(f&XoNyf9?n2MaC0Vt*f~ARp2EsfdQ3raR!0%LX4`*Wd54 ze=ypRx_Fm%;YkHt?(R14E^pZwA|zp8X6zZ~b*vGf+*p(+NT0W%3X7S4bMuLsYWFL& zLk+Q?51$WTH}1TerIWP8eql|6q99f!@X2=!xpCF7N@Ih{&>e)(P4}V};$4zJDW>#N zR-3BeGh^O<^`LA2a^7<_z$MPvFd6>#^Zl^Ft2Il@(vtQ+TgXG+>lQuQW7!LaJlEi}_1a z=Qw%*?VKu3@l(YrtFx%p{jouvi~Oi zL2UM-93%ut;VI7B@2#DP8BDKk{k}MZcaQyN4dyYpMz!{S@>!-G2tO-6*^s-#{FA>g z>F8=gk-UIYRw8_iY{)A$ILsWDrTyZYppuWD{Xb>5ik1K|V_^B7*jWD{Uc9V>%{iPL zE+bolA39chmQn?hf8JXQa4S8-bzRbx4*@EDtb^cZH{;(m0e$QWVFF3coAhc-88lwd z$Oeod9#2Ja>)BXav@<7;yr*xDlBuR>Yf0W` zefFc!Iqi`6M@oHbe>Bf?hzxcLYJy0--|XHb;NcH=SBZT%Pjn8%wHS+_3iAMyDEaaF zwy%@}9A8_& zfhvsyAWfUV;ph)K{3vsjW2w1uiQv!0ntuuTI-82uJD1!k@K-!4*H~lWcNhc zYvQMK7689+)Q`DF*|Omkv30gyLq8U&*P&i0{j(G?%H1pxO7C%mnSlN0&ykUCL|>c$ zE+*t6QjPAI$_HC2pwMJ)7^bU)$wgPgH$vBA@B_LQ$|$-$t&HJ`<1z@4ZHj|Jsm@`( zH*QNMlX@6~mbn#8&WeSvQ&G~k#tI1;=F$HGc)sTf+#z&jU&3=m>X5+0KS_jZjApw` zfNKT*uSX3XWB?IJxi;o@mqkjK+@45lXKKWo)!DHe9m#8Oo!RYYY_G+UZTJmLD z@Fvr=IvHKZxuRgAb+8FA*5u?vM7c*6^0x2D%Ez?q?@5oKt2-3|VIYKMfL8geYamvV zM{oYjaiP)6Jx8vqUyg0_ln_^A8pCw*hek3O`uB99US`rz6GPIe`%G2RW(n6;`#s#Y zXwJ_(lPT0WOMX*pX>Z0rItM3=9N+JM1w4bXm29l43jYkuObKCF2bw+-QkXJc+<$WpFdH}m7T+sD8-`F1XptK0T zeG-l2-aluR3EQhrkmO4Ke1X+9Fms*t>43$}1>>QKg#?e441-U?r$hI8(~J@&X2${p zHgH7M(`E!VDxvp=CU@%sd((1?LriLH#*v!E+_>K@-c=7H-Q+=S(ia{I{@ieJf{XmG z?emL(xoyCAuj>yZi)>LUE9A&L20f0W(CDga@JIxDumf|u8Yz1+{3FPS=z)tqLgqa%JTj%FGvJ+dw;SHG zwYBmJes0iTcRE+rST+ZFoTg*bGpwis5o2GnlCn8X%QI&8B^GZmPAI%gPjW`M@eplS zPz%pfz`s@u3(lsrRSVQ|SRu*=sB)gGX6S+mo09~!V9`3)5b?jPWz??T(JR!%X?+p{ z(m+3yC&=NNsmBX*iGnc#HI0RF|jww*g=w~-SSk41&{4+~q1GbbtCDG0JdV}=h&UVHVfD&@a zRi<=EhTIsjX<_#-+Btm~MQSJgnkvk}kks9k_rA*jKb!09u9&Bb4DiIKXE^q23}$o9 zx?=QaThD83S7aHxAI`BDY!AuTMbW3g|1qP=Krk$w9j1UyAX_l5*vT4uPME?=qj=c$ zExwNv`*`zsnN8XU=nmDjXOZv#a6~N0Ln0f7l)DQkK$Ie?6&Er7brr0Kdfke*J>zv= zH4iz-KTxT&@uW`f2VzoTJXu^CyQCbla`@|qd_P-9QLmvR=g>nx5*scrlY(~Tax9V< zH4xU!juG_j8;{Rjd-W9KhjyE6zUeib?u3OKeOPp$R<@=NEz+=d715&0!~kHCoo;?_ zJwc7|PuNbwcvvFepQa8p<5gpv3;FcjseiP=7=MjI7it}`I_lZkmm@?|Gvw(;&*v7~ zxG(rAbj$v42JEy-eT^Y~H>mLO-T13=-&(6zIr(nxF zjo3BO5c7bXj~g@fn?}*Ng9_iDv(|tQo5hZLTIiX($kumY*NV{E>BrEX33MCe49Z+} zIAoUKBWoCpwDN3pzJ;T}jC3+%-rF4g008g}4%LW=lw<)n>1jNNs|&6l4ir1mR02m{ zY7C#%5wZ;OFV2hw>;}h?G@=u?AZqS}zschfUhCm{tim5Nbt{!(_Gne6DJs0PF3l|{ z1~?1MI;&9e83=5SOF1g0zmVx6>e-O#4zlHDB&9?#D>_oNDjp4HKe9}(<30$ zc@AMv(2#!g0tE7T6(gz=(!F;CeC`{Qk*z>Op;3`{x*q(Qn1$1!)#kFb3f9c~AR_Ix zm6YJI+E~uJ2>T79)2!%@SoX6gclO;!RY^eTso16{uu7X)1YSfOcG*YyEI=pdz^Z;+ z3j`U!%eP>ovPScBAuFQ&qg|;ARJGr>l!N+Jrg*_oIyhT(8))++N!V+=tpZFhx`6DQ&HUpx&4V#s<@Q)xSawtD?NyXW zE=>o6oq5pv@sX?PLTrOlffa;VXt@Ku>|FmyHCC;#d=FIHJuqe_IfHw(3`T$bZFA0P zytQ1wD!2VQ9ffHHcSGsoBi5ptjiN!OicedJAm)b8Tgme}2gn}!aS157w7 zA6wxWXBspPc4EHfNkn=%ULj`&!4!u0=8?pNB>RG$In>)gFDtg(bdPZlE+)9=7=OZ# zsXzP%B5+u;QD&9va_D!hXn9LK$JBR~AI?C1f>um(%<3}`@>r}cI#O_0F}x3vjK%l7 zn_o`86clGm)BAIr(MC~cBXns(ISwf)Pnerkkmd&C8wpQRupk69WJuL**+Nm za}4O^^3iVXzpwvtIv^mIfHD`#QyzpM&S5Uxd2H7Vxp==q=sbZ2=B5`*%3AMwKw9{w z^A-=sC8up*}z zl{Sb_j7XDi3=yM%cBB2aB>z`%Wh@lDrsij*Qu8&J&nKioLR!#!%qnH~XKlE*xoK4^ zL;y`_^5)jsC$z(XEe+M#oza-yiW~i7wr(@`?^S|V4Gk4f)nE(kfTr(}4fT-|Zv|98 z8RI|IRXkS1WgI3G`UAhP^3cQ{{=%WYGw3~v85ARBo(Bo( zaG~27sYL@!Ip!aj0p;&9q=b0Pl0Ayx85rzv3Y2xUuczFlVyw-}9aB8?MJlT7+G{_# zt5IR0NroNLTv)Hb(ZrSSWgYgjY z^5r^>51wC;$+qLlk>C51iur?IM~$^z1K6k0vnzRYbsFm0z1T7`i20k1$!?hcImmLO zP>7X}OU`nfo*rV$JqiG-MAnLjqx(X=yn{;9R4l6JDn4RaHkou<{zyCGcn3xObnV zEN(Gh)yt^_@zd?;q1UN@Zw3<2k|FYhzQanISrQ90{=BFJqC>I+gbUJL8q;4M6u0py z8JrVZ@gg)v^TMuCR=-a;VhB)xJ@{L$@7n_iL^z6fHum~hG{BrHToZy6QzI)XH(U<& z#gU_{S*20`XcU&`Ud*yJ(G3C-e=;oulaW)G>E;(h2@J+WaM&EYVF&1BLjz=l*JYEg ze6hsyYT^%dK(wVVK`6DjNtaV%68Zj;jXmA0YH&gxobC5|x{ozf*oMAd58F5am+#g!zHRzS(8Q8*S0wsIVnv+*OnZ^t7X64Eg6I<#!K;X zX`^9n(*MqEFj7<0g1o-LQ(HE3cShOADlgOR=^n~ zc2?x9&kw@~QqO=D4gRi70~M9tSZ2cxKVoQ;o4ixgu!I!4!^CxJJG1?KcWLHSsH11tdvR@Hnoukl4m z+xXCr)`$yv88Ri?5T0~=GXT*W2NZ-TSGKhv29fy(A5@#vtJQ$l*~H=15iR`HZRu1X zF9}0pBE)HZb~OkX-0RUrN$E4?`yd|?U-~x6J}^ zGlgHD!IxtCqh!$p_?Z}R$_Ej9x}A*%u1B*Wv&RR3Kl$+6s21>p%62%4B3ZjK_tlb& z;)`*}u(x5-;dtiaZYTI!l_*3!KdzyRG>Wu^NvSf}avC*xQEVKD8L0BA)l+{A%+GYh8k~cy9=6N6~H}xcm=t;to zVt7z|C^VE{Vu|!*Fa6Wbex`8kjomn$Nv6|3#K^H(07;3Zyt(YPL`=t>+8ufTDhmNbLkSSW9|Lhv^mVUIyp5ip&E&sQ(DY#k?1!JP~` zgSEG0-OTTVe1t1#002IGVfY=f*ZKdhexNG9>4$c-)AHBcjbs(StBpintAq>~s{Z5G znNLLnWA0SpF+l#OA6=5?f?XK7wL+BBc*9y*!@n<#&SNdQ8F~d~Wj8C->_Jx-mU)2?X$J6JJ*3(r z(7s)bHEfWf5*gWjL=mZnFU;6o; zlFZ+i5&;IqZ(z1|(x<-E-PQX`3UN6GO2+I~ju;1(?Qu4|DxFJ2I0!IK@xNw$hE*Kl(+eFU8J5OU$G|Rv1nV?7!!0f~pDc_Q6CDJ7_rJ20HStQ9 zAE(U{tzscrCa46$>|J6jI_13;YyW9jVYFesj1R)y7EYTaVjQ@InxQ4QvvA>JP~0Fr zEQ{A{Ra1Z58~ivK{9*ka>^iz?UkS&!VlD)yE5a*8+~hMI%g#iB*AwhhZ~K^q&SNaN z40zCx3#EuQVFBtBTQAPo%L{)-v1L{|u3S6z(&KH|j=wu%T{hd(sC{ZcCMdl2stsf> ze}Dw4kcMf(6$l#iPr8Asb_=s$?&iU7HX`(^OqQv2qu1rfY?0JU=;B_~bN$3E+XdC0 zp4>;)Pd9=?-N>zN0ddBP`-(<@jFN?Vx20~LN5fE>#(lyq&(*g?-x{W{X|TlZK! zRJ^*ln|%ofY!E8G$$KI&cTytTysiPoxaV@%W!fz&bI#?hxl!@8Hl_49Lp0K?tImC` zYW&q6>Q*jLm>f#irAOd5QJqp|W|b_GPz8|(nG-OXKHuI-}_Y_glcuPU4tLZC>lkrLrZ5 zL6&d`>Ig1M|C`{46%2)G>>Ah^xz_)V|9ue}Y!&3DTcTU}vgqXMk;Q#4`xAjJz$_ZF zFlkumb#sL0Bn^5GPQM4$@!Af9e5pQp8+?1q=MgB&@5UR;mI3vrgT?V%p6f(nx}qut zRKDzc9nepzMF5B-Ea!|q-`}IYk)iE}K=V#q^f;!SQa$CTx^@Bf=raMZ`oChNpYWkR z=F7pu7gb%1a!!pD?I4Nq0-+?Y_~KosJ&6>RV_j@;@$}Uza=CWn!RPkQLI{`KOF`Gj zw757VPk2ymk zEZwZqt+#)hd=*~nq*3TMl|AB7OUzI`5<2Nkm&j>5z?#w?cQspJ_L|(~k{@KzH7pV)RsoNu? zaED>5ne2!`t(B4$ZPU?zj=XL+TNXouoCt39p5p8X#VuR~(}(_vBkllm6PFH0!|hRh z3dD{z1ah)dWI@1nEQQ8SMKUxCER-SxP`;Qx#pZl}qLO zo(YxS6(ot>HJw*FUb54>$gy~n6-z(hBaBMq-2?uk<9=qMNU5X!)Esgv4*T9C8u<|P zmPd*4p$Y8q%3)Hy#hI>Z#v#C{pyaVu%AdrQfr$m&d`F?j6Idld4~tD3G?OV4yXob! zzn8RNE(^tPcu4%p03Zha5udi=k_XHYpN#d61EFdzpjTIThHOF^?Jj~4g@wq*NCNZ@ zFh<-@;*2;GIn2C*swyR9k3cO-LR-x~YsY884c?t9Z#r7m#QZuV*!)U2rc!^u#+l7Y z3^m`Ej3OKjs0^2bMRPofjgtWFHMmzQ|ED-uw$<~o7%P-K26lLDXR8bhxUP>kn`iFI z+=Ifl(j!LxYBkz||I=?5%L@SwK%3z>q~)v8ol=i#x|i6vZ#NN7ygu zOdzs%U7Z1%XiJ0WF@^Gw08pX+<^{uTxyvAI_5gU$~Ki^UM5oJm}`loDwrBc z=B0(>wG|va1@2Sf>I7c%yhD*nVJ-x?EU5s5*!sTu<^5Km-_&MNZFeI~y7@R)E z9{UE-NI!7^6|`U7Yv%HEpyfZ*JUcA5WeKs?_gCgBH@Ek$uIiCcTeY|I4|_mdVr208dv zc2b2xCyXai9@JZiXYu_$szW|ES3j>fa)QbBobp2Nhce^%7m|~2h&UDQzSFge8Nt-! zA%Ey^VWK4>c^`fqd#3HZrHG7k=3YdZpupZ6VuRdRj2rAn z7{KS;$>gW*YIRCmgRdk+08OK{!WjkzM;)-3Bq-V4MtO9p;*UcK z7@!cqVo^zf?iaMF}b zlt4n6k>eJD-Khbi`?@oMPiR=I!R0!d*?5?i4+kf9rXvxPZFpPD61utF9Q?m+>%(@T z*IVMR+M0kHNzvUyUPXAGp8pc+RJ6TL6K3jIhYM4 zW;=BTlR%5_dbKqLU!E*i0_tGbQODIn&c9B;9pUryq9}YJ*f1=8sGj1E+iC)#8iT$x z1sbVGEqjL$^}VwF%!7rHY*96r5bb<}^)i;k=x_|icR;M6sstxUaGGslY}Bl}-w;Al>>YhL{f!P|ldhrklDFN{%aI=$rxn;0pExWR~` z@U8Ymn(m0C`&w0K~)zsS~xL zrw9;cB``5Mq}o_aHf;s(8uukNa;>x)KSP?^!TGPc8G5ybyT8se|1%M@uABgWVKK&5_v0**seC?fSCH^~-|u#Blurh<)CO2(p7X`!M+KMb?|Z ze_PTtUT1P{`;wWwGQ%*+h`d;K4~&+A8}7p2m@Ye!t4S3N#4d@e(-k65n&M>z+e>u71tynXFqR=oN3nmaiAsOFNj?mR zfkkY2L5#cq06_B+6rj6h<(O`VJIfA>15HEiLIoivSHUgL8Rv!y_tXLkv;wfnEuz&H z;H`f?LdOu|!|-%^tNk~kfnB#aK@o3l0?E9So{f^2$Z9mob7I%rt2aVYF&Grt>oTcA zJ0(7`|Bo`=7_rIdWQ9Hu9H4yx8~#s-6-De3P%-(t7Eq~ZAxwLv)(s!vvq4Fmv=SMn zPzVrL{Y-}6cxIn+Z`jFBLQzy6EdMn2R)KaM+gU>uK>F*m`?Tz2^?VNX6{R{%Uq+Ps z1qSd95|ydoX;*V}b%@?&$5w92@%T27(co6wZ z8>X^AZ>tEjlskQlGSI=k zJ=_Dg0ar@|LW9dVN=~VbJj}uv1za)uyf>t@dC8}|g4eezuj5w=UrKqyOI~8GRwFE+ z|2@PU{o<9a0jCb>!Ds*Kt-Bose{HY>_E#U9a0G#Z^{1{tUmzBVY@W%yAsW2>iax* NvKIhRuvI_+002C0xf1{Y literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/performix_before_optimizations.png deleted file mode 100644 index 470b0ba7615898194c901c940ea5af791aac4fcb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 63181 zcmdqIWmsKX&o;VncXxMpw^F2dad&rjr$}+v;#Q=%ySuwnin~*sv)KFj&ig)l_xpXW z>%eT+WR963Nk&F;C+n+%oCE?aE-U~5K=>s2Q4s(Drw88eKtlrmSK6!B1OQ;mEks2X zK8cDFD>&MjT3DL^0FqymQlONTmN7#n+Yd={gLOsiX0!k_xuF{w-@lN@Dtv$kM`>l{ zPDBwC15W}WD4^!XTv11c!~EE#OBMG0`?h{}$Vh7!>DZXodHe01=Kh)8=}GIP;Qofw zA`xJSRwjTLEE$40A)74n;<{j$xWG|k$ zda{tqGGOc93-zdabH>Ej6ZY7qrD<4y;X~#W zcLax)Uo570E0jChw4{`_WKAnU&C(f-+-mn&4uszee{5t^oZk(8ZB0As9ycFZJj*mkZPTxi&VB&6)330fyw<*5D ziJ`>T+u!?UU0**+-I1_8FiTw`-CI1lI2N67GqC6WG`9ay`U-+4 zE4~>V#~|KYE+m^gD-(~VnG4E;Xa5`_;lu!!jo3O`1RENZvkQ@%M9mL5zIS*uP4|mh zvVL%E%E)-`OkBc1F6%vg1cWjk9Uc^*X!7*L>hf%2%;QVq#WhO>2jI>O`QAq`IS*Et z>gu_0a&jf5i|B0xOJR4kDlrKNdHE?+ubnqbbrSg;|Oy1DNG zlqAqSBF15$B_CE|L5v}nh1rJ?t^xvcps5L^0u@OF$pckI@N!YV<)#t^BmgtVyQg+ArhJ@9Xu_e`nCpgv zkQK|w*O_`fFlUErhi`|}39tCTm9sjvKeagBd*E>629J{;z|zZYgq_MQLu<-Ygsc=$ zGKfF;ZE&qG(oj&pTAiXCWdY?lCTg(AK+RCP+Nz?3@0PNIDYu$7b@bQK zZj4{9TZq5pwnOamo8;YT+Bi2L&m-i!t}pQ}FzzXzX`Yc^aeU*6rJ0Gj(LTUf_rQL@ zF%Zg)u#aMvN+lmbi3+Reqc+5K5U7q{`oJ&mE$mH2K~YGzOOCS}n=$Kh?1_jR@qR2<0^YFMaLiD40nH5N47^3djpm`{ zA?G2<;UX(I4j4|$7;2h#8f;oV>!PvlFsdXafsk13U_@|RGnexSjjWl3aB97&9(URQj~D=(2z+oQ&!X{1J?@l*b+cB!!S z9lflsbWQmoPfF$Xv#i>B=}N_;0>Tf|Qp}15ZJWv!k9xHu*dxXx`dh?%7ko(BtnRSH$vdTX}}ZYQe-j2-o@j<6JVyqYsF(?t6=Le2;|63E66xu!C?-T zJ(X=PnlD-$(`SQX%UUL^?S@E&kb}F2JHlM!q)M9|cN)(a4`oQC52WW*uhVL4m}``& zTC-fXdRQOXpzXEnocFQvI0hUeEa)uQ*~r+abIx;eSr0dKG+5d2S#K_-Ejygtt*loU zFF~!^)tpzq?fpC;b~bmwcA9gOaa=of&nOax%TJnNkT92F9){obSybe671darXpbZ+mHrXn*qA@yYWk^(K5cdMtY6e2RWre)@59d^dOx z^=Nn7IX-1vg&h@n2^jRB2iXVx6c87n5)cz46ZAzyr`z6M_@dz_6bU5BbL^c0@(A=g z<|FeMwYA2Q-PY1Y)y2_8F>u3`k$RHR#7UE7kP3bD5Kj_YkKv5Q6#Lyb)JHzRKHwdB z8_f`dF{m-{Bf1r}5_2-*T(XOzk9>|whW<*U&S=^^&&SZ<*N=Yjh-*we&AbM3qv7E~ zR_Qe97)pb9!-Vws4pz}Lm$9$L;#X%o4#`+nRL2ynLG76W0}i{1PFaObMTy1y@-DLL z$-DzD`>OVOmu>DUZCnSr67Y801t5;*IEjTaU~4hb|C|t3H65wy)5#bvY~EWf_gx8{WOVepF4Zpw_&k z-{g8rNjgX>PZB6|R{f#J(U#uP;)+m5=^;C**^d4E;zW6tJ%8r0p*44eDIZYHBU!uGh(?vMY>#yR;nYpMvCdp z_(f?~UMWL~^LGkQ;^}(ede5e#RoT-*h-35B^HrQp_v%W6QX`g~U#HPwv^0h*1_$3) zJ~6)jB#|V7)*CmQ<=gsjEtlGr+7_3_fwR1IqTf}&;ZJXuRu%I#loYRb%{C_8EMF{F zkKm7K?+kwLo_VzhnfjeG)#>3L&mT!2brSp}LgxC&{>{qS+S+=?oYpENLu}j#3JnPn z|4MLf+Hga0wRBF?5gQ+q!1vN>rm`^_obZrGif_en?B~+icH(xwjlybp!=)++$s;r)Wj3Gry!0RpMA31H+9Ga*cew1k{<66wxXavkV>|0;PVut4dToJ9h3ZE# zAyVa^aaaD`I(+`a5bAQ+;C!oNFfQgirb=8_aM<_CrS2!qgGE2vsae#dO;$GcH36P` z^+ErEboc16TCm^HOZ8Lz<*|{U=kqcbA(!Bz_`T_o%^}~s8`Q>X`*|94hWic4b??sL zFZt4JT)|nv-@ad8uB;s&)YcY9>?k)|I-q?0n3H%oDD+{|*c1W5@Z1y-{*6!o;z2NB z9Dsk5xvJVEHv5yFen^+!FO5?HqcF#kb4Y#7yI`^oQvy;e0YI#XH}mC501bzYlVDTXUDBve5@Sj2s=>KU2r_TZVKlgy0 z_ZLN!L_d83ekvI`nwZ!+ncF$|MiNql>n)_tOBv9oudgcCnGZ>GpQgf zF)=Z}qp>Nk;z#lSkOTh`AT@V(w&!JHa&vQIbYo+*b2MXO;o;$7VrFGxWn}=q!QkX! z>uli8VCzKocPIa+pN}R^MvfNt&K7pI#P9tY7}~iw3y_k&5A^^3{5?+-cZ>fS$=2yV z%K|Qt>Ai)Cg^`)*Ph`#(rvDeR_m;oO{#w`H!|}g&#;aiAZep$R(ZUAERp8VFSy{RH z{~G3BE&nsozbRFmOdLh+Y=DH$g8w6y{}BK0#(xt2HKh9g49UXG`CnuHucrS+`o0EU zc}EN2a0c&86lCFN`q#7nywA_{&f)*X@xR6S*HfT81!4J_{$Je?guNpKoB{yCfKMMq zl-)s2GNHbq^hd^n)XrwbdZ+8=`*6&7i?GHq-4$BK8 zg{4(Qk0m8QzN&!%ba!_Z8X)CUN3UFWFV--|Gom) zNflV5j(SRC0Wg2K{7HlZAeg}aNLfcF93ZyB0Ymo@lwA1VR{%uizlQ@p38*7e;QcPH z)nJ=&a)MA}F`Jx2eM9xEDN{KnFl#@^?q{s{HO{M-l-20O_=#S{? z!nL41;jp`-Vp5_)f0{Q4sw8bd7$<$r;;!U_qe+4$Gu!`VbYf5x2+XiC3u2L>1NlFV z7;6n002*P8HTL|;A6)X^7jYN>0#n5J&%_Gm;M7&r>^JnO|34uWKFskqzTe-mj{SzP zT*E>o0aQNv)kZscah9$m_h!fcEZ1)3qI;s zyN=Up)LRB8GAN0cs#P+&9M8qUV$e$B2o#Y8I1^X79IGxjIpiCgnT?hvjT#^NY29l6 zpiwDPkqU8@0lqeQT z{WT$UNDyd7Oa@J3_5jyPCB4e6E1Hsl0wJy;Fr#F+279&JO`Qt<3RS5QQ<8s<6DtQE zPg$kjDaYpxw=Z35I$q#EjQ^@Lerd_g`6Q^AI%{xHrbk;9My^&>+ zD;Z47AzkVt_YL`fZv^Ui@OVRKw4U(7QjO^%Sv**}@EsE+Z#mc=PVK>_EC(H`S%L5A z7$S(8SkC{Pi^4Z(a&7$p3*xDA^W_?fVt@2vx)SJYx+2ys&jFXHV?K?u0JjtfQ=8&2 zaB=;AZGUtYP#7%rE>no2fGJ%ulvc&?hr^$L5oSdHOJj*2z)@SIpjE-TXJV_D%2S`W z(LHXesm5^RviQY#-8S@EoR7${klL9a%*IhAiHX4Nbt*OMrR*~$v;>S_+dNnedej_J z6goekY1FaQ1ju4<7W~s*1^oI*oC^v^ud|Zpan1jL;CJ$gtlZsYE@Gy6_SM$=p37=l z^ZC^l{47?O1g*=GtJZWfnzpK{C!A2gvtMO(rk-oaB%h3GONu0}c`D_snUbYHT8=TMved$<%%mcyq8U?Rj&6v-pYZRIJxGkw~qc^RS9_NTsEmMh*Ha z92r@{e@h4*1QcerYG^r@VZKal5)G!vPn*?Qa?X9KihK8_`|5~}NjwS*y~%vqFztCe zrpBOGoaS@Qm$@HGgXWIPrRdE;IEnJUFK%aRG zkkp_4?qGz&e&8o=4x(BO%TS)PJ@Sg|`~@7dKa*oJ`yX7tN0m(NGBlElMuFc6Ms=mT zn#sD5LmQ?O^5bSl?|8V=ve>N1WZ$e!vtFswc>Tts1Qg6(OuFiz(92EjNv9qZ$H@}= z;cYsHRfBSw>Ntja*O??$X1bDu4g1utEC7;Qty~?2!?5iG99{WPjH>utICJcOPr)CY zHBq={Pf9#l#Nd+ zQ~Q)OqGFr@OW5LeUbF&<&7nt=(DBv{O_)>iIbYm`=O#8tmXOW&trr@evut1>&<|_G zw-li|1y;=W)uVJQ^Qkdy1SD596!EmcB7w5#D0T1hM{>Q-6XNXQ`FvUET&V`zNgd~R zd*ijH$*9dH2R(BQik;XXuaU-0Io5|pa}-uXSUfbNL0?iTME;GX-TR|sI~m$-81gLH({**y9Sd^vtO5et?K?`JsjTQMdliyRRK-elsJ=mi+>iU;n|`|oz7pvZJnTs2cOWByIlq>Sq6aFx z*)FvnZWj+}0f#2hr+Q+ib3`sXC|8eocB3SrH;K5GL?o(>%E6$azXivz@4on(9x-*M zS}-Hy%G{ggoiy)f&A4WBQnsp;sp5%1OCi?C@qcEUhx4?UJ&4X zy*HU6kio&$1Di46df>2D_lXP*$pP=cF?IRab=TyYeyG8>-Sdo=9O1Wl&I)O63B_nK z6IVKdjpq5Osb2e|?U`>KfsB<#&WF@?t$Nsb9SF>EmljDH0keB8EM-?73_0uN7O~Ti zXA^b~T4n0&D-3ySf`s~hm*`^wLbG7ZR6@h`wukGh`uH%}Nrr#=HRvYq2HSs2Tqb|W zN^_`RlnLE~o;;EHNw7to0GzRt?n`RlW9T9Dfpg=U71M)EvG!QHfEEYS-Dd{SdZ^sY zs}q;j6E%HYsALo|iJQt!)8V{+={eIrM2+GGsx~DY;=T)B84wYkYHnwHx3j69gdJ-r z+}jWY#5yQ&ic8))5_AS)_bNo|oaVsmsGT+wGTj*4^|8cndVVjmcM2jSAW+V6tc7T< zC1Rx?q+Yt9y|-PEHQm>rJ>Deq2V~oH*Z%D#+e4F=V`+%+oiXztp8kaT9Fha7i9W7b z=bFO(B2sMGWebta-j5j=5eUnmAjo^lO!-xg>kAyv^d$1SSW0N47(MUnr50*<-JaO8 z(=$hrr3Z<~cREa%Uv9(DmE5kSPbSIIs+5!C%?neVC?-ZLDfqkgIj8KF78<0e26xNL z&@A^>8^kSo2ulVKEqT8_qy$=URZ%G_<5xJ@=l#=v0Q&ue0r#Ol!H(ips>59^)gZp? z-Gxknj%M_zLinb@6QJ^{;-NxEm>fx-X^Z(PlBMd&r&3$ZNm8&=zRuGS!_D2BqEpWJMCd_C(_Lgk@K!h6)aVe3_8z{B^kV=m)b-u*X|$H#nlhM z%}OY!l4{SFs*ERMl+OiRrJ?(4}905rBinw~roztMGof^7O?UW5?b( zb)itHnys@ybJ9gtBwoYaw_f|6%VpW;vsCVXsn`^*2~|bEKP&S!l{tvtA#>Za_>b%T zVxewqqLNtnW)r0`+LNU?H9}(A5++CRRc#j36|d;|rq=sz*`33`StUi2!A|w&yIN%h zO^xW2tN3@8y>_I?JBX9dC;1^XxdGFr=c+BwJ0Eo}^J_E^F?u4*E7Dv~s{0P9vZJ}u z@lp|ItBsz_KN%wS-Xt+~W)Yva@eP=V)Y&ywj%9EO72QnH9xms%R=8iaw_Wb>i5unV zuD8rIeI`rj5WC(3jYL4+@XvA!LFyeqdSt^MZR+W3$YFTq9U|z~M z^*KMywbo`;wH`)M3zy3xGKX|4N2gjWn7e7?@ZS+wyhKi4`pIoGJRQAuop#DtIi_2Q z)na-4c!py^(n_>sV(%OZH(6I0n^O7GRwJK5t^XcK9n|xdDQ-x}u1Q4iUXYD~?gsb6 zx&*;?Nkk|9H+dQi{rgjmu4t%lo0}Pg`w&J2mvVF>gx|TWwLXq+YN-~Tyglq^TW*p` zm#RkiaA2J`%cfq`ce(cC1iex*9V-@B8Eokt&EaJ~{o|M>SI~wbSJnp!dz;9nb8%rO zB0F{_S4f1W*J)8!%hVwCVz*SynXUN%XZ#^REI@&k<-hHVFbZWXGahF0^qI@i=vuSW z_#E=_AOnmsFNh38H_+K{%|XP)Kvo{hC>~8e5+wLkwlv;hU?>gw1TTz2s$r52wnw0TPOItA+)=&@~Q zvjBCp?>0ZVv!6ZIad)KHCsRY@zt0m8RB9>kc%X-$Q{_2SszO&#&iJI!?&(6-)PkNh%51ImB-OPbK1W(*t_D1SU0 zv_Hz9{JrC0%Kr;q^@|cHrnRBee*;0VtvHTlEdY3@WyZo(t#{LdF zbJS6=fwsBEyFWZ^zs+b6ak<6Cs*l+-9sq+b7=YnfQ3+x&_wQHtO+GMs! zHsHZ}sY+y_Tmubz!vBUCxDL-cFe{P2_CPEsD3-Q+?wb3o>?el95xUAmA>TIvH5|Y3 zbc)d1Lxz`VK~2Gzo7t+1+6h6e4X?KsW+6gg?>jNVbx+OH7dG5#v2J9}N}_8S;C3 z+0W`u(etH|AaqHrJ74-N$M@o_QD+{9clQcKB)LfzlSnAwH9{pg4#O3HR<7GFZn;oS z!eKS%tfG(`{&>;byA!=?_gj2d5U4w-(AKLBI)d)!0*6z%KI&(cZCBwp2h*Yxs!tGA>TG2^*Fem$GpnbJ(_&eXQ73O zaTqGZ#7sW7^e5kge$jEZy=OSa*!?U&-4Jc(IJ}g1HbYRwCM1vnqb*&CSQ3WP_TL*? zmZu%9V^8};2@h1X?n@;rm~QJH#dEV>1izo_7q!WtO84fOO4Cq=w_byDeqC<$Mk#=; zVA@wk;!^B?^Qy=&p8nPEIFuU-n}sClwE6N|n#-pF-)qg`YAci|y=pvztM#%O4G+j# z!|guxzxS?KYM0O>iPN;0Xki2_op>ZRiB^Mk+%+TjrnkL*^f5!@1})V$`@puF9yrCk zk1)+I(R}bxov)A56|HByv&$k-`#%~t;$<_)CR5hUvVC^8V}wwkxmW5ejAk}{CIuWH zEs8${K_Y}R>tx}=6hH+?Gj^z3E>>igv9i6T(`53xz+P_}#R%-&F6t)mx*UCZSOtS7 zy;F0!vR!Y%=?=-ntg%~dV0ArF$CDk1!lU}3*}y&-b!^upvNx7Vha`CKe={cspT&`C zBrgH9v)rH>8XBMo5x@jOs*K;ut(r!)ceC@^+A{v++;7f}ZVXywdpHJ-ngafpxmm}H zZm3q@4T2qz(}*ly=IM4XH=mTyy0VM4)QfShiuF=E=MfDchzl_p1JpAOU7uT(=BseJ zonN`4yTireL!c6|TjLo|9`6R)PCOE5C1OLsfyWDsuXBHfa9%}F4}T_5Nf^I0oIw#}{H8e)Cx21N#G#(4m{dS%iB#N?$VB49+C0iVn>d*HhZY z4abPm_;dC^M88pDA7C6c_Wk6Rb|;nHB7Q7OKxDl&s|706%XMoR4AWq8BN}Z|{W+7;q<^ zt~QSLeMQ?1BYRBuS(p2Tl9)f?@i1 z7}?k>R%x0?sih5JzH1pVbhB`A?o=>ZSpB$kDAhK~e~vhGAyDAyz(j`FZnX7_CwN@%;ROWW3a{0ej4bt5G0ctHO?h0|S84hl+cXZ7 z^@dmwUhj-^Z6;FHMT)#VW#gASS(K^%z)enu0_y%S2_TAQtr3~I@91^f>kf%y1?mSZ zKOYbs;(Jh=742_R{h?W-H~1nm2$7CqGLjr8SNatMEKAEdnD~2+7SuScxy3ZlOCiq! zY}D?T#O45T6~_mYlx7HaOZ3eb#O}TbrgmdUeB0T>jOFF!8uww;G)|lJx9 z5iua}xASz~nL=05w3b-!K5TgSBgFfM)s#L`>!{5)@b3mFRLtT)e?bx-Wb8peiemD9 z`JwacXeN&dY=CnU;?!652J5s4>mR5kp&sI{KB<)=CubljZWXLjVLh9qY#7)SeimX~;K8 z-bN2;40`Xf4^Wj_c?76SX<_Up+rW*@`Z-rerNi4JpAr%2dq{6C7?=&Lv*F{-85vMH z^()<*4JHKEyQJ2GxEr_;+TH{lu5 z8=1Gp(>c*(D5@EU1Va!e=WJ+K`13jF0SEPqdMWw!wMz48#fc?RLx7gd#{GT73`Tjarb-9-N(orV2%WPxOE?QV9*^ie zWNjqX$(B{>PA~EK6{C!eKK&|lrll%!I%`<9y_%bq$6IAnPhLA`CIE-zId6Wl<$_-M zTqOdAr#kL3Pr^?XB5)OkqPikke8jf<&1sV50~+>SBsqMw1Di)iI44tV2*g5X|KsdN zHpjLYglt@n&d0-y-8O7iK7i^OMc8axuSlw;Q zwc1l(L67E7_mG~Ew#D^ACh_mAm{2Jr#{hnz7wc~o_tTRvQSL`H%W53>wjGC*0WD@w z?Tl1!+!_e>0w#j&RckobYB&5%DH;d`F2@VDwOt2Q*4z?9h1E@mEhqcbm+uu6yi%Q#c zS_#Nc`J7`#EX}|PW+cxt-8SNkq6Jhvt*9^vl#iJ`7p3RkE`?~jCcg8`B7f) z0dL#CH__r$0&nTGMAWuu_Z2$1N|Hx0gG&?QZc24$EH96>Wl>7G9uRwFbm#6Gk{= zT(jlplZaYMg&)Gmp3wZc^!-nYC$Hr!-En>kivJ{Q?lc{b?|r;U z_T^QF1!-K&EG!%Qxs0-tH_t*X+x9Ad%wZM0by+0)@maZn=LqjmFmxTZe4|1$c0R+&&+M{(tf+(gHFH5g#)vacAk5-B&ZGw(ud8rpN9V- zqVKTE(3svl`Ra}4(pCxE7jmqRlzcj-j8!sj^`GeTLMd<$?98vVN0<~&m0x<$$Hb zVb}~y>JTZ1rRvlr$!(38cF@{bkYU%Xaf<02yYS=p!u0L&E`h{0B4_kK zq{k#bT-#;))AZ3nlv?bI(FmJj-q-I$ke!!j^|SnFamC|cpbksj zyh=7o-2$bW--x1L6a zT#P~Im$;Y?+#du(;{T}%6*x0H$t}9#c0w&tB0^CqMI^3&QGQrHlQ$oCsdNk)J?LEq z{MA{%U{K?E=#|m#Obv9mLXve)gKJjLajkEoyJqa~>@n?{d!dprfV)oAxW)_i))Dh~vit=F1ij+ADs0MWvgD6JM$4|9r*hqTriqgh8GCxsy5JORJ={(ptinbGSX+aN$YsR2cG&Z?Z zNEN6{*N9PN*Cd(cNM{?gnFCOQ z3$?+*VEJ16-`px5%)j8;wKhB*!M%RaD2R7#GB-(weg*>Wk~|>%Kc{jBk)BE%Q+4k; z1g&^Wr5FVj2cn3mL>XHo8RrWtLyqond?-au(GahrNMZ>JKP&)~k5=DC$7-QaJqk)x z>(lv*6tBlEqj0ZNPMr{)2#FRy<9grggTG_!(yD@$fh$bPLwKLUm`z5|Jyi5O)mg7m zGRa^@Z}MGqDYg0c9aCIed>3Qz%EcYL-(DS?EeA!2m6j^1DuQ|h&wpwA^49UpU6Ug9NYEH(p*V+=xRaBZn$W?wQjni;|`bY<#4;&s4yRv;jI0< z<5`(W&tfKb{95G_oRarrF|@4Wc9y%D_xHfUY9e3r4JH_R(jPTap`4+rYZR7teXzOu z;10p1S8l2SC~Gq9X24JpjgmP;|M9Rmi&OgZW56%MxBG4RNPXnPpBI^cC-QsMp_qt; z&;V1cEGnu4;$CT{HvJ;Jm2QOcKo;d?Z0;v%d%ymcO|lT2A{cwDyD;D-6i3ITR)!$Qyc);j$O5|n+w?{4g$%O2(a4q@yM z$#$tMZNb~S+1q_2a{H#Q%eCLvYXtEQaKkmU5f&320Q85eU`9?%x9! zgCWw36;SD3@S57GD-gZ52M2ve7xdi+_+M!4-8LLTos~$yt&Kl=5dw44cuqq3{M^u* zh|?g1d`B(f5}}RXZ9?dMOhrGUBYH1NSO&B`GNWbAo7offy7tUY z@*CBNv;=Fuv7C2U6>W<`2PIjSM?YN9S|LEuG{9ahgpq995lZ!xbx^_ncC6&j?k=Ko}vQBk9-+?fA>%Vl{Yhb1zS z!y4pd0u6+QSYg;_qghWly9|VqCRW0Q(@aJaIX*yX2?|o@c0)iV9TjK!j_^wZtKSTt ziP^gzSEefbt9n`>5sp@M9u#eWiBcEgrrXCzt0QmX<~VP@;u0|n?-OCP9xWm4^B@*U zXjiU1>qPwdGwuoy9pd+8y3J`Cmg+C<3#fuJ^`~j=i_EM?6(o{l#&_&G=l-$WK@6xyUA=zGF(z zYPU3a&`z{B0fS!~L>q7!JiGbQq-uGi)q>CY_h)YK+G{zpLR+y^MJa~F`dNsMZ6#n$ zQ~LM?oN$N>A{ytd%gI<4ct4PW>`<2Gx||Wq9Su80V<&-0^D$aBS6)GO(Q;zQEo67y zAA!R`E|1=5r|d|I2BRgsGR_#`$JD{Jk-LXZlRJivnOn*+1gl|UvsfTY;;u*@g-ABAGU9;%IOUo zhVMtG1A39DC$iIvwk>SHM{k*kUZ`=e^XND|mj|`TcwtMT7*VQX?dF=RB3OksmlhV; za@FE%7i6S;U}DM#OEJq-MiexVnqi*LpTj!2rUn4>&C0* zPC;5=hXegYC%@*@`TC6&4k~LNGh_M87LD&^P_A6(01+{RO&L11ibMupn+4uEvo*8q z;o{Pn=<^?NH{WuivuIN)Y_dwPnWA?KL^HNG+GI8dQ}Z}vIH=nj!ZaJKO-{!3^}Be@ zS-Vsd7fq88u5GK)??_570a0T7`KyPPN>dB|)6#9VMlREj%$wf_`u;bV(1B7u9^B$` zRQeJ*FK%x*dUcmp^=r<2-uq2A+idDJ(B357SCo9UP&9+;2|vw`JHWWnBLD((Yku7Y z{1)rG&~`AKO9>8}=?QFPO=t=Yd19&%;%GZ_@>e_zMDZWQ&<|Tr=i~UF?Ko2@16`bn zKG(~bTM5tOh~J#xbJ%I00rLR`NFe1tQF^>BQM{gkCe;_#0jm9@m2D@gXqmX`7()AN zPEosN^k%9nZ1KytT@`y8kU`zZrurY9m&kh8ZbbOpU3H6S%cxhw&75x1Ab%i5F8o}E zUKPCLh2};)aP((^4M$>gZkrI?|E4`!GLT`H_pA7b*FWhF&*fnzu<3BN7;kx$-wq}3jlCtbc1B?*JS|93s0+8IQyO0xQh+D zL1&;e6APLx5MLFq`xmJC0&YdJWpuAE5kC00)E2^Fu~MTtLHI}ZzW@>51AiJqJHE1b zVmt3pLmGAUd~DNh7wDsjs5C6am!!i zt>bX~6y(rgMPK#V^U5Zm1|zUIDGVLdA0d$7=_w#p=*H&p9SzJ!U<4QBKdTh+xnyC3 zlN6T(;2q~IU(O|vjY&Yjd!AJwA&x!l@QX-?X`xCAfgYfD>4M|KcZmRErUTp zcn<2%{8}_2LiG#UabecWc6FPrwLgxI;z4@hF{69>ugrI~E%-{@I@!Q@Y!`Y8tyh8x zAwmB%IK^8O&m#~_CR)7RGSEj@INH*k@t6jxM$7m+5b@KD0Dfm3pSUSdHr4Bv4-AZ0 zKH7bR{4i&edGaGld0r5!VpOR|ia>A_zWPn5$i%e^t!iwqxBGLsm$rn>(|0kyIV6JU zB;NB5joKp9uSSu`5?+K|A=tbMjaIzgqTNgS$-YD))B$GddZ%^5_kkEu#QN=`oe96@ z7iw-J-7=0iV;X(K-kz_S4q%b%$La!}3(V5(K}&3}C4cigk{t~7BFtgH|KNKlK-;}r zwdGP8&Ym-4OlB1PHPpdN;9NZSLu-&;KHSb<5)ll0s;EV**i&Qt%C*ItnVqX@j3tX? z$~J6=bROlmrveeA(uDq7(SCQkviWCG#Kq?y`rzkbP%6|OwYWP2JUty^YCfGQ_OOCd zYM9MeBXqYdz8m*BF%V?k!_L6@Jb!~bzkXJLlS=?%L%?q__*CFv0>gYImw~HpjtCZT zS{3Z!2p7Z@E-ij|W?X$D@D1kgu3Ni!?6m&VVL2v;Z4dUq++U78j4;N7y3P;KGXV}< zj2JPWR#&ze%3mJA-hudn&zB^DNWRAx-aSKNLNCPr`sm4xNDDE+TFy~-`A?^;*1=9+ zLV{1dS8g7be|cCkWbRY7%LYCE^oDJLFCMSVS^cODRjmt#9T(6*2)<%2gl*6p@5(&0 z)~@Bo)`)Y|;64dIi=nYG8)w-z%8US2R@yZ%L|_R8umP#}DPIZXC!C)+oyLW_le^f0 z2|%mBl7S2C9VD+K&xwYI>NQs{b)EReBc6k_3Yt0-wtM(q8h2D;`NmTU0@g~opXrx% za|kS)J8lm=M%)FaHx~ESJ>z}-$q==DC#Y01Rg^>~^=Mbul&sfUBUD5|H_;y2&+Sit zKA;?GQ7(*t`^*AeHh-p$eA4yp?`TP)T^qzKAp8MIx|*}(bW}~9x0n)>-+wEeOiA)uwY(?R5Gucfx>6^_bMe(j;t|K zNimA%889DQ_B!Ih&~Ja4;M>!1NW~QlUI)Ye)TSORX?HNkPakA;9U#CBKZn7Qa=h31tIMsKtGIur5oyfXWQL|XYML+#iVhyw-Uv1l; zcT>VSW4!10D?6GMMRH<^3?Nv0WHFq3w@ndHRf!pbF>-_@Ko8{spyAc(E3$r<&~%DE zrn{plNNB1#-p=Bq<}Xn2{34H~QilOLt-x}6Pof3Ba!>BckI;0n7QTG41{gD7{90r# z#?P0EF52pgAayt!Dk95SUS}nsk$e!NVutgyO_j>TfS{7eQjR++7mFtOL7yUVd8#x{ zLS}t`6i?xMe~%2j`Ba*@Ad=Xo{fgG87J(uV;aCG5*E`L{SCBgBYIFi?JbfHnw$8`! zQ8LEOs2gC$V@?MHj_gdR#B}CmB`vVfi~ddE^?Fj4<$;Gtt5ewyu55f;Kpwgf)^T%7 zi{bz%)0TIcmSNpP0tKp68jQic=xpxfd=!`*)^@s}HC~G=4r4%#!MLJ0RfPeF(lysK zK=&(P41Kwt6v}X(D)lhF&mSQAOZtFD z9CSpG?^;HWkSEGr{yM%8b-_wr$*`a{D|IZicT1rxGv{;M%Lt zEP~|d{zQ>HqWTc^ddC+eUun3IZFhI8j7^N{RSZ+g`y|hPw+QlG-7syQj>C~{ze9=9 z(3{0~k}avk&>B@U69$$Lgp5M_MyOXY;Nc)3f3f1r)<JpLeimDar7QEk5&%go>9MUnw7lQKe zgU%ztpb^fN2n)f$3W;rK{lr?A`28=Y_=)hPRVt(6N$t|szm-Ph zU~!wzwbbZBRYTJ$AhOdFS5+a>HQ_HeRtmtc^?Y9eg58DHW)ByXvbY&0>^6BHGh@bM zwBBo-a>mi?J{G+38)?9{6s<_tPCPw#32Xp!lz8O8BnYwvA#Y!M^ezXB$-Whac2@=T z`!s*OPZNLCd6=d|>BGz}xdsvtIM0&+aKahZYbo4JWSJSmkRS81&?>LC+9Le86!6Gk4X>V(P-|7u?)Px^qveD=c`z6<*roNZJO&yZ54exu zw9Z)TyxoFy;y~}Nc(eVDEe_XrR@U9mi%mw!D;2-COy)D794>4$Bf-_6*S!(yHQHvj zu31BIWJOwlB~ZyHpS#TSm2U{A0JEek{B9FBpVUCVzB>trD?QD}7*-id`f(WqK7Us& zh4X-Xchk!o9qqYQ==H=F=#RIzuXk?dg@&!-g%|%s#$zrbEV^CU`N}$K_(5!qxBMH# zwl9&-bG1gz6(ewlWsO}8!gaf?B;egMb?SofoUHm>+rV6VN`<8m1rye(_m$MBJ?hX$ z(75E7$cB&P6DZQ3UkhBRkta9o-qAi3!GT)z8xbf1<7Bb{);V=SG)P_vL9QA7zMJY^ zq;sR>=`Z?0vm&gQM~0cR!GQB?XN#{p3qha}J69%Wz!)2N;Yb1&-f~ep{PyKcah5!9 zk46AGmgr~17|8l1XTB}8Lv?z7QSPo_F8u*Vttu(`>=VQsBa0gQ^;%G?Sn303ayqB^ z?Tq_;m#bd~+$nnup!$LKLIv^}(UmplY(;i{TzAZF&?LgS*UjvdbQtfn4ODB z>^s^#5JSXt>q3Fc3)JmCw4Xj%?nS{#WKp)5m>$W}e^=_QIc&{G=kkA%a@ zVBRaBK#5u5{#cpT_g1^%%dull{b?Ej19{#7B& z_o7ju+dgsLZ}g{y0RaP?fEf`ApVk~l1>~3a!YN`KX!i0JG0bv?49;5vG1yQ*Wl+zS zZfar8I9!77R^m7(6aHDS2JLDa^C6bpvi0>}jd|m(XF3#Bu)uGPcA>++%MSSc+o`G} zQ&{?$?*g!8wAI>B#YsmDHML)c5LM{E*lr=d7+Cq8vGfRBItD+@q&wsK70d1qqgmKA zWeD}eb#i41hzmw{%9=$BY>B)&42o(r@Y}r-3Ly}2{6DO{RajeF*shIhvEs#AXrV=l zy9A0AFU5-&cXunriWeyE#ogWA32p&`2M@t5u(Q_szki?XeYUT88o4qv$Cz_G<9_e= zmbBu_y%Dkn1EqO{Ui=4^zyE|*pNFB&BOb-E<%VldSQDJsyY*+51n%2-2lz+pjq~ z3@(5N>x@%d-IQk<&9J)%S_Gpv(4f}BLwz6_i3jm`m|a%M$*6b2k7RK%sEY&HKjjCX zby0X)QyZ1~BL2Iu-zNQ-z2HeBY$UgC`u5UYH0(_@_FOlNCsWViEtO7_`=U$}&G#D$ zVaKdX^TmWIV$-dbtIK|DvzNIdRD=dn!;5mzJxs$ZToxcKa-VMW9rrWpER>vbhO?9v_rE;TqiTBNW82wEpFQU|6W&tXfMyAdj-MG-(}Y(G$UQ$Czd{6 zgj59F*IbKhy@P2$j#nP>A&q=lL*V?np-x8!?fysA`ocgL*=Hx}-`N1#8G(_tdj{n} zA&99S<79aC1b3sfj?>FwrPtXvUZ+v}lK&z{h>_GMW1RTk_>PxA67_{wH{{s}xCXSE z+)TtUWmQB_oq8^r)D2*AyZ^>-yLHK+svNRk_Ue~pWXzmEv#N183OT1vW}%(&-fA(k z_Dv5P0ha{9T(=k$5*9{;xA_H($50@9@W2F@V>2Yc(W>K6A8mTY-cey+B~vcd=`F~l z4)0f3yJE8%86RV51z^-guhR4LQ8>9xI_R#U@niSZKS(f8ctwXW~(Pb)T+I`2@*G-<{+m zXejDn#(D`+{PGFdEpP;ju=vmzejCWbv5fPly=f)_{ovUQQsk~692gX zgzs%pY^w~LmKwsaT($+X_LitdWEyo7auZ^ivMd(SULl7^AIYV&WT{~`ea&iCcCN!# z2;-RqMsMf49K|ACA>OmuCi2PH{(fKBMvILX$QZyXqB}F#Vi*3(YjV+SV{R@Q((jb& zHIq_&y;LaKm^CiaRwzPjzU@7;7XcX?swhiXuqICH+HT_-t}tw4KD)<~ zPk0&N(gBLk@Ikuy=@PK?TOa7YSTuaRGw)uLwI4$RGTRP4{x$8DE!!W@nKiva##G~e zRhx1OwY)o?^C1FbgdbMrhjf3xi@!U+T!ZW`PwgWG-1WG44Jx>ywIeJq?k$L1mp|az zfy-{D$ey>8;-cJF^!nY60HtsqZJUfHo1ty((^f|u*G@{|DfCp~e)JDE6jHYIm^B7s zK;SCJ?Ko?H>I?>B{I#dv^!XbLKi}D}H1{A%6xRacY}fzfK?NRA#`R~lL4xZ?w~4Y< z@lDwsN=a-_vW=FQ8{wd*BKA1978b%Vf>Q>TFU)FgF-oxF(;Pqjln`k7WBnMW8>jF1Rk@3 zPHV2$6hvQW{g<>Lrw@-xB224N*P)<(#;`922J90TNh6U3u*lhh-D1ia-%D4!ZR(=( zm*)?M(K9B;bTh{%hWV3JfRO^gBr!viV{Kh}#+A)(i7+ruLB;Z2GM+6Pfx()gCY!El z5IUIL@<=$8no%pOy^5%ifrAaSTEXk_{T-6Td?bOs^~%$VMCQ(9r1#jU8SdH+MM?|w z+~0YE@*!2AO4KXJ7Th_3*M!&$AL@Fjzr!DJ>21}WJlXV5UxBJaFM0;YZWeqTyr4|0 zES(SUjs?KzWXhkgUQR)gBp-Yy%TDO$FBjDvpvGh^3h(xG9d z6&?Srg`V?MT#un|75M`f+0eJ}X8+^DS<^!gx-q}xtAyvLOk!>K@)K&P+l%Ok1on1a zp_@ZGZTEKM=GZR;N8U7kgOpM++3>k4i~*vfa{memKpV z&c>`V>^DX|lTF4!=-Q=}X`P!yp4O>bj3B){0Nn^!N|~DUbV%)t~xQ z2}ZhI>}!_ujgEeBv5LIdI60T#^@a7Oqz^0m8q(SeF#!UEnyB+#B5K?M!zxfqH)z|4 zJVL?->h4mc_Mlf?nj`zEWu~8=J4{amPj>(EwT1l(*fCyF!uHMg2=s5$tpNwY=^L}^}G!|UDx%m5j2Jy;2OWwio1{^ zt=ExC%R>ls_a?hDKD+bobvdEs#zxygvRwACJ@4WEyO<-v9Zgoamc1W>*fY9h-@Dl; zo6R>J`O4Rfq+9gDC41=sM|WaoU6?WA&gC%!j`HUlg`CzSzv1aC@8;VE>c0*8`QCfw zx(w_9=MbLdvP{nq8H)C_^D7_cp*rHLWic&px`57hkzuBIB8 zK4&A7r+D1ksRR@(_B?Q1fnuFAjp}_J*(CO({n^)vwE!G4>uSgpop?A~IHr9lUl(RS z`imd(+glx;J)%k$B)FHZ94{(_f?Z3G>z?13_nTcsyqme(*f#6d;g=ivT5!2sBPlFP zFic?B&Za|JHXPWY;tE72XeE#Zyafk5CBZ;lL(|Ty8%I~j_f3>Kp-eKa$}Rh}%WaYb zsZZOG!oD`wO+5w<3die-ucfY({9T`gO$=!Y56eKNn}C4*;&U`B&>e^1!6T@^`f7zy z=xt1P2R#2ZaDm2W6dSV6oLIKNVO&fulecJ574MFDIb99P_YH|S-?6ihcd*+@yyplV zM3UK41=`TveP;CMk{|uU#uP^DQ8|Ko5Jxa)dVS;+MeTQ=xEC1hZ3k|Y-h=Zhk?mi` zpb`kH#)#~4B>-glV4MPeqvT(84POss`z4f6aXm@`k=_x$?{``q?eDeNwEe#b7zN+Q*oiO&jfUXCI-#2dyh|fb9PI5 zQ-jgE_1x1xS8z(BZuI@@shy9PSCSY^Z@i;-&jQI)Z7{GI8n$`-TJAyihIP4GTzbhbGKKO2|qCyUxvYvP1Fa9?%bV=nh(S#4;i?Hf|t4W z27K_+WhOxKU9**Q$tpg?5O7yOGJjU99It+%T%UQx)vGSGR}D*A_Fb>vE`1X9z7*Au z5jgn1Y?F<;^Wj82$G>g9lw4CrRn&65Fw)0*-4BcH>oJuI*tQU=UiwuZWcOEw<%R+H zJ4+UCR0Hp!+^W(FmSMMi`uYx5#(58`)$zWjV(qvOsjSL*_^1^+Fq$W|Z_9~;Np22A z8XD9BnAc)S2qoYTw-usdAFYv# z^+c?Z9M%>e6^{HHoQ2E-IT97xxgAn@%Jd|>7b+POw8|6GS9t#TyV(psMAECcJ?^%t zVVq*zN+#x>RhRk6)-V5{W9Tgq)wk7^V>4#!tL z*!UJ`=J!F8o>OAI`i%nBcZUmmHjQVp&8@$N4jp=Vr|9foF1zv>oNlW!mp4}^h+1h@ zWY{ius(rNAm7TQJQIJn&{*aJdksJ+jA11XsI%w0+SJu=?U8$-lc>wVRSVTe_)8Mb< zm(O(uF`+NoB{w+Y{a24AKR##k@y~A?ieag%BF{SoRVAG3 zBq|;*tPBEtDO=?^I52Y2*DX?Xc{)_^#twPf&X1Stk{e`j zvfwh+w!oHk*jlOpWbVznh0hlA@7j#otB1zyYpUy$8QG9e*{!=WHp2Yz7MPjC?wGWd zU^=BJj4HfRownQzkL|jzemD1nWi>cFnq}3LG^*>6q_5`oc?~CB0b%1fInXc{Z->VqlXxuQN{H24nbGu!WPZd4(=#6XEa9@ewC)6Ddr z(+Lyld@1KzAN4JTx`*IUZ^7rmxbt)zPx#YhyLGdBDEJRp{e579$ibtqVtuYhRJ{4UQ@v@At=D0tOThzC(a1nk>`PZP zF?C}J1AED9>)CL-I&hEkL?0c+8)Ws34UU(Wp6!E|d4#J^&&4pTKsBE%Dr0L@S_pNZlTV|DAZ#Mn{x zm2g=mbo{GVHs#v-3_; zK+URK6=sc!j}pFdWV?um_lp@d_Jy8gz;`sk=}GjTIQ0i|3He>#CF5FHnyXv2GtXWs7=Y4bZGiKL>Kighg z)`n##8k2SDMaz}6)ts;4$=h|?S_12#&vrN2F+3YWwhN_sJeI8vRR}|a?yX%AkJJlqJwLv z)gN2VVQvQWOaM(xPK$zK1m=&ow@H3-UP(LDL)I8$dl{?(!-%zd%Ljt z6FFuQG-1^j^uz={S+2%$wx(+<`c!KZV7b#!lOaKlHhb}5kmwvuQ&uIDGl5_g`E?!* zNSq&Fnv0#`sylbuBg#!SI$r?`Y*iD|s$ym0UtL?olStFIZ|QulW7gnS!^k85p(nq>Rs4f-S``&enF&^t-*b`9{=|+ZnG#veZE)Rj(6E4^OW>U5TX38ek zn4OuFQ6Ah6*w|ciFz|ySo5OS)kIZAHH;cjfiS1mE%q`6UxGl;>QHX^P9z#AqQ3l|J z%oX4Q?UfDbO;n|&xWuyt zMcj*pf$E(WFCXQEnqxd#z|vz(WnVS839ZrNt5w4T7ejp-VHU)TPPbn?_2e#MqT)y_ z-*?ma4bGn@PNomN=dY)anKp^4?W5t|x26f~T053(jinRH_&tM!BNLY^VU%C{s>~f; z$awl^r>_esB1n0T`$q3c1Hq9<@Ecb=$;HI*=#P9^fl|N7XOBXcfPQnP;R3 zTZuW(c@|10_qOw|?`EsjdZssxMO_SnOEi`g{)B?*vB}2X%wWZbilx9Iioqa%JotikKubt((8HCe%ED0mi%NuuPDJo{Ny@(Ftm&#eaE z)~I^H`s2LXNn#1{(4pm$x(l8@e8Y#4d4+ayCOFoBFBDcDOngK;Rbh_w=b z@w;KiNp3jWCc4<_g>#BLiUj$plZAmpmI++rbEFS7{-=Rbp zpHn!bEL6tX;l%-8dPK^fz3#s_*t9#sANjo6y#|*B;u^z_>QGkzx5oZ=~B5%;qs>IgJ~??z_! zh-n+AC+8)21eUl032DILO;NXBc}oh@t&DFAtHJlvqdnsIoyIw-F6Guv8=y;=E@o=U z*wo~Qlre~(LG`CuzJ{)ocG3Zo%qH1&`}(yreaf9F{+=en!VuoY5A}}iz#vPrq=5WJ zX~2tbXAID`FJ00={yIWO&8HICb?)dtvHaAi{V77;TV74rJkPjW2n|KCJ|Lg(7tZ%f zGUh4A-wV{GbbAY4!q*fuzE|N#!p4kZB&hLw{wBKQqQ~a&979hFCS-L_P#un zSPS)OHJGcu|a}yKiB$P@fo-otjPp_1=a#!TaH%#?4e@&c<{z*lU=Lf52K*NCHuzcys zX}rubl(=@O`(UhXd_O0a2IHse`WyN-EUdy{`&&%x7mms|iVW}V@lhgvhe}&g0q=aO zyjI6NL&c9?u(Y;|ZOQ2Ti z+pCVE?qib-v|OAAwv3-6{dC#?K$`VnzZZysY--ye5yhu>Xl3%N0FyYqE)~=dX0>%z zc6)J6noG+{ywsa9LRZe*6U47bDU8H12i?Et^mrC`-f)Pbxku&@VFx)8PA=Na(K{n! zUkqUDlC?%k-h{ch#r%`Gds9I|A7Y{bD@ekh!}K2oC-D|dk^^XAzr*D$xFxM^ zhP<{kzJM4UWqC^JF&C@Kt>lL#F;Cyv89eJJ?b^nr?S5kO34nxt^|p|+(k%Judtun< z+i6$IsbCI)oTd5rGtB?6Jr^J#5u??~6l4boJUk#aMo$pPun4P^%znwp} z(Ix!iCM&Uw)^pMIYaBtn>*g`iOAPh1$$OVW{?iV7dbG#+X@^Bn*3&nQ392*-isGP5 zTt&&jjW0da_E(_C@Sh>{Gv* zN7jk;5#}yYSwJ8fnYMnnF#Qn?TpE3$_yh+Lyx#*|>z$&)GWcKceJrn=WjOWcd^;ah z;8bOYK}7&spz$u{Dc0zG@y)x!zyysB|E0nBSfB*e(ebJ-2zgL;vBx^casAk87`J5~2Gkb50-!CJoFI|K)Kcl)`Qf-bMA?D&HOY%S>Hbm^IzE zOh)_yiH4yoGOS98>O`;IE=-j&irOcHR`X(eG7h|Fv(8n|p!s-HMd=3+q*jK z6H09)C5r_FZA@pa)i#!Ffb{HS>qh|-qXjZ1=zOjmW@T!??VZvmNE*3F`8(aP>4J1w zU*q5$x{mwm_OtGRJqkXg)&r8vN30>+b$8vVhsiy)%SPoeU`!)O)qQq)jzg=jmmIjx z8skw+e2}|+4|2ttg?~P`M%{WdMMrz?_{i&*|Csr=re@m3>RXCy?jzW+T3#!1 z=>wdqSD6^6ewRMTNJ|0TwPMacVsX=CLHP=iH5d9?McrmP9Z1TIVWC)#Tdk?_rX;c7 zF`=X2qN=Kl+0&d!mrv-PYAWNGYmL}laFx!ZH0gutjCY;QyYh>(gL2D59k^d8{(it@ ztB6^P;eu+{Gabi@dS1a~2qP`13L8cJFDPY%%>x>GNJmKh(`8FZ;osl=NJQaa#>ty= zyS6-Ktov5|PF{#SF4SlxEHmp^=EYLapO=c#)hM`9EV`BL2D+u9dPWvdhqh>#7`tQ3 zL88PLkeAKfVih>GCs6?-_?Td&I^Ze8x>Ne~R5w3bVOGv_h(oGYsG;48J#Zn@)^*eG z^zU#=rlnnE$;HuPIgeVDT{cNsuqP($BwS_;a}lflsAdWExHO~qTS~a&w9kmwpC8i$ z*^K^1b2G-AB+Q2fm>NXd=mW)KFJ7+1xl)8nQV3;noZn3E8{5~~>GG!&_)|kDn z+ZEFSi!y~4m9P0DE0rZD?{o=rGu?)xnC?~9E5KfA^)bhcpjMRyGz_C2 z`MB6hd*{0|()^GoO_pFvZKw}CZ!uKv2=1N6Iz`Lz4MT~&oW}%21|%5=g$VJYHC3~H zZwUM5wr`)6(3}j@>lHDkc%F!5+4oD%=Hh0?6SBU|;+;Gd@V_QBwig+ir8WV}oI5Cm z<{HgX)*pz-{ay%OZssFkit+j7dBz>US6g>w*RD#q18BT*JEDuI*GDJycy9e%X|1L* znxg!R>5aP|z8an}E0ui!Z|!4|vQEDb$tN5NE`!onPD;A&j%u4ip@q{{l2HCd!7O&d z+O3v4z3uOZpGPwUJ#^DV1=qZlmxEhj83G@yRe|W!T_c7?)yT)PG{)rCa0&`6)<(aU`C56I z4t~#5<#rpu@H&C+&g8k1CM+_QhGSN6Gz$vpyF|U3kpgWBhPsDHSYWZ_IKlR#i!9sb zf5UyKZ8}fR{2&cxNt$-{lfMFBgg^K=HF18BF$c$68a{4ZuiS`VL~|%7zn2O_^xQUy)j|aJ$Apl7Lj*65(~@i3 zh%}uuG$sPt9}5tU4tj2YNkO7znP)#I~LkyWE4l_cSj8 zL%g%yu80}MWCSs@e9A>@eZ;%tuK34`G$A9npLiu)Gy9R}MuQ(6BWRv?TDZpGg`j7O-E=yk* zY0X$mi1RR~MLOn61>}ZH&X@|7K&*?(b-C|6Ef z^r_y*KWrpoPPAnEO%TgC5?55vn-^voy{e#rLu@EPk4A4v>0CMNNn$S=5o@8!T3w~t zM(s}@X~SBA$yYBkylOUDe-LgxQe`N@5k zvWl>qK1DS>rFy>GnUyXxJ6W)Eb|zNLya)j`D-$h^-@tr$5 z8N&Ns+v&BGxBE56#2k4gFMeRCx?E9HezuNTy&j_{_Ln~LcD|(L-7zEOQ<^#m+O1_y z;|o-Jskqs4{%5KUsTb!#AN>KH(6(>QQ&X#MfbRI+8(O_@4J{=^&s%TK5?>jFQC)0_ z?pe%=!Jfd@dUfr0*Mp^ImKFl6fxi+NU)Nt6$ns@+*hIw~ac`^YpOfGNUnsJiTkCml zLu>%+4x?TNPL@v2)Fzn2uR*j<>|asO zZujbAZd%^O>44f-u8(c9c=%Y?z4_`<_Fxuk8ZWG1v*34 zzSJ$vdH+{^cPn-WfzhxzqQm%U>MeA(nuyC3?~SIv)NFuY>8+ot&psbTXEF_wv}h&n zq!f}DTe@GrH!z>3UZG-`lu-OzAWacfy;9KF?v&S%$e$Ge_$G{z$-d_{ua*8fE-C#I zlD)_|+U@qjB(lr*xg^8GZ+P#s!2x}Uq_dUXJI}t{KxFa~yKcOf8kX2SuO1x|0Q_p7 z+Yh*npL0TM09D6#$6V#9x{l_&Y-hf|1~w(}Ua>t{P|M^vPRMqedr-WQ&9_jgKjKQd zzuhLe?7V;^R}TG)fXyT`3BgKrjD${7TEh5q;4MQ~H~nLzl~$|G?uOfvuZ?HC&ZWK) zlizv4gJR-hiGhXOLwubUM>jWgm<1l&xvaWbOkkRSIWPg9^H2+n48NQ2bU=#nuuvjH z=nwSXpVUeGQJ4035p+91zMJ}l*##TE!?suWCJcHVg7ki-c@J~vOLe~jb8QM9OWBmXZC%UYL++ODIJc^K3*Ei@{P9* z2;={V|*ET-Pd@yroRZtyQ+J2329|^K&f#w2ueu`1hUO4vHtF@DxMp!7zYSxi!$YdP z-QOm_Nnzq>q7T`Y*cU>{uh-W_@*0}>4W|6_W9YVIY|3)lH|Q#8f+jt}OP_Cq?hy|C zL2C1{AF%NbHz9Eey(w9YcP-W1B)a4y3%ZlU&=4|fw z_bq$o`nS@S8BU39wH-MAP^PCpS{V6Q9|Gu|rwn+mxlebzx(Q2{;>(OC-(AX=6|oq~ zh&>J4g^mo76mK%NMi*_y^l|q=&!WOTf_e7W4uQg)L&}+UYmuJmS}cb0rHQjHp;OqC zvwH<@U7W`{8{R*D^f^62={=e5TjEyunk)wGxUe?X$PTh%U1_A5>7dP@4;Tib*ML49 zHl^CoizVFQ+mxEdSW(q_7m;3^{B1w`gMu5rZ=ldqs7#CU>wo{f7OwX>vWS8|iCx12 z=AWdl_#VarOQY4-T=aT6bRlXeE&$eR;s4gc(|dGqxG%a_8qT z1pm%le$QCCs?GcUr3USV945+s$x&Fvba3?*XUEMHG6MIj91MoJ&Mcc2YC(6x99c-j zn@5Hc;shJ9D*)$`dXIv1peIk`A!X_SJ^}nl^35eF$HUm>#?#_D!BDykm)~OmlC;!k z0VZh6Hme9zv_8-nX5(^}!w{&*^c(yjG7C(`h(oe&4m^v!-ww3jB zc_avjAl#fn!5`g_Ma1Jnh+mcXp}~^duu_QF+utuxl#9TKl~znCO*FSI+v1hSmaef> zrE8YsaqGbsk1H(UM#PriTU~A7Y(0p}w?!zoin}fRu zjFpFf6;?fD9!X$+{F=rc1`*)bi(RX|_!Xw8D3p#p^Buf^yDRunOCmX9Ez zOAT}TpkFqLu_D1^(7~}c34L^^KSn=sPNogl+hfZ%8Z&+xB|H~iR$tgz4KBnpOepS6m198qWH|MQOg1WG#?~k4 zh%oVh=87M%#Y>{uWnWQUSJO?!cMzU*5Ob=>lr6?|Ys(3R&kcgyeHkD^fk&oxSr1#tMzU>`mW zHlp{&o_7<(w909%b+Ln(j0`vkL6~G;>tiEebA8>=EBb$3sR${e@QS@`>Pc~1neiqG z0te)du;>bcZ#FhEraiSFp50A6_ZNbXDg|BfzmQjTQK^V3iLEg!%Xj zEM&tLx_;f=^%5->%2KADKH3fNEt2t)OBFV;9;u+TVfFiDL*++A|3Q`i(RjY%$1g*m z>%aK}(QP~`P_sR32j7>XeQ&{+v3q8Hyeu)Hm}KaSS=ysqFv2djXSK`v@jXTQ716JP zi91`BJPZYKjqg?$Xe52CGry2ld}Hqs20lb(Uk6QslSu`Fz+Qv=A6>2pty)kw?UfC> zITgZ##-?gy{~tX~LOg7c%%H(+QP8YTmTZsaNt3S|`L;{U_F{)yx#{K7-oXO>NEHD{ zv)CC?KBRy5HnX&RU8OA#h@uIK5Be=L3sv8;}l5?0%HBs^W-8BgE zzbHy;_7rGr>CpV%#`kHFXGTgM0^?rnG>~MZJ--faS)_d=BqIT0^DkCTcGSWY4b~sq z?<__1`oJQzp2!INIxw8_cN`kx3@+QEm-2wx#c#Q|oDA%g1Epp7SXh+)EodMFAfHh8 z==9kxoc-kt#SS2Tb@qnsWC1_P}LVq#zrriy2oc5LLT8IyuXH}{R#KFo`Fa3_QJjjr7ludjAnE!ypYY zQ;YJoX<#f}QHSy{b`QdMP_X`gF8dSV|Aou$wi7@O%N%=|OPggpPLxl}xD;-(GEFrC zlYQG}Q^(`vlrx#$?_=~RiVcUYdV6mLJ4b!V!aGaG3}EU=&)z22%!)?%7oMwKWnd1uJI@>1hbcw9kLWn?szOkFgx`lyCl01Tb^#ufqV0RjL=f=t2Z?MtFHK> zh?R3wAj-gfU)J`&A?~7OZ93J77!8sJ}qc7feClHK*lHA9@bBN#%hmysh5Pgi_A|`TP{vB!l|}U zadO%vn0eVe=K@FHL^LBSKNHl8!zUeCT2t9LwGd2`2K~ORk@`xZwPhMh4%|FbhoS^2YW2pCc^90d*ba zzauOheSAaCBF`;}Cg|OZ@nf7w!t9vb7eW&$qgxvIdpn*yf)gN9$^?~B;u+Ko2{{U- zfbPwz1r%#;yy#7W1|j~YBBi(A(L?Ma$Mbz1Nw8kK!Xo%?f4P_XQb)9>5l5C9TusB;%iWfU=m;19^o8oAB?t30@YB45eDN0tBDu(n>;GZ6{ z(M{g1mr}zm!R6r&tIgp`L<~^Z+NBm33!yn%#^qM2PH%SVP&+Fo`G4`=y%EXLH%AXnQ#?uzXXkV=QL)I>Fh1o=o!_YZE zEW|C%Da~7G4z4W9MFsEdOuJteQgIq%PK;6-vQ%9WuPg?I<&&DfIGeXw$W3#LEqv8*I5XyFsI=YugQ4B53|AWX zcOX)lVC8`Axh*Kh&YND}2d+Z_GS4zVh4Zq6^3GbLGj+$%?MS=HGe|MMSe)&cQXAh z;gF9MyqWPbQF*Tz2ETTpO9WK9-x}#~&EJ~w%s-wGSdS=!NZUNZm3@($`^pdI93S7e zdhe0MYlgN{Vw4-mYXQ^$c(eZ;40%?39Yx0eAz(xX_jsit(!Q;OL8H)#&n$Aw*~DgnxQPp zl=n0AkNc-z%e!5fqT9Qie&OozQ8T$*m*#jxvF+4K;#jfy*RQSbLjJji2&=NR&m#yH z=QXqpBxV_zIwPd63dj#5&jT&XSej7-f&*Mhr{W;y!^KbBt^9LGe?F)kJYGzaE*w?0 zh2D3r#8#)hD?-j7F5&}(bkaN)Jc@b-kbn68S2^;yvkK8~Zl*losqi|vVeGV=Anwr= zhdwu-NTxt$rR`6p1MoOZ0UhqhgQrrGOQ& ze!VBQ5;cD)*?8)^09?qE0>X#OFrLxSQ7-By>`I|gsvbArGK#W!MaB1PcC&*2e)fKT zgy*sC&E;jCsMYz-2O`Rjg=akGFF8Lp)PeNw@xTmDg_XlmjWWx@ah*>p$_5g^>tku) zl_%q;p+JPAqRt&szXA+>FY$}LcQ2bl(c5!$Q^*o zg=VY8AoZ)cdZG%UBJ_FYZ+}ix2i(TaaXsvdD0Q2rG7^ABOoPg4HPKAm6xr=Qn4%rF ze4>UGf%#XB0z@QIP{}bur-bWM-yI~~jcpY`UdzSa^wwRSmD~ACM6aoEZ_($UI}sY> zO<*r_eU~eZPi+@5&rV=RCgWWV3WU>F$>B0!{#tO~Cym$cWe*1Cpm^45xqcZVKM@ZS zf#3)V_g!jd)e-9D!4T>PuMre`T;7BAkNO3_1j`(Na+;v7T2_O0o>CKnu2ex%K0En` zN4nu!^A%%Q&yT>%C1RDCV!+^+zU?$sp1jVpuXI0|$S#@M045eXXSH+iR9f{a36ndY zof@Vc^ut-8SP?Do>hC5)7kR3sLY&ysj@op%PIin3SW>sizQEF%LWEvr2f6BOAMmv) zDCffOVeQ703O5Ruoy*)0N&7VPyc4zuqW6(FiZnY4BD~}Bxu$MCPdhSQIEYtZXS#|g zS&d}BAzdK=JW1WQJq@NGd^8Y6V&^tb>khb2g{FU7e6Mk-NWD@egA?D@9RUh_7qXcR6Wt&?qr8h zUlwnpy2bmBO3Te`PM1O@u4)j6S^(ur>yr3JFa(aE5v3RD7}`Dj2DNKVb}aF;=Ss;0 zoAB0s@~_$Ng8=UQiar@jhm-=8Zn@dbBv8NmJ}Th;RxN$;twCZS1lw(<&`$VUwNY+C z#~g&T=EHq?)4CUMYi*cx6@T#YE;;85fuDhwl6l{6V7fzxiB6LpNG8*B0CzOhpH;X~ ze|g-+R;ti(LXmwaj;F5stEn6V+19L;(I&6rX7jJ&jIv~>4RpCDo|h~Wp2))~0Jd1k z2ysE?MCm3IjVjIP2y%8ASz4WV`6Q7~!?!d7jZP-7_%5kRzlhzNqBfGEC`071yE*Y* z{cBz^uV6dq%f} z7S)&2NTN%bu^}=0tB+h=^EEjO?HdczT%5;ceaQRB2PW(dMV&vEo*ar9OZNiS2KaU; zB2qpScLOsGmyYmK^|t|H)?Z7}^bIRS{F;84xTIv%=cnzCjBaILlS@fhtuL@6%yD|PksGwc)yoO$Mo@NJ z==PubP1OHNVUK1501YA#+Xw%jc3DTwS!j4oi$-`55I z2;}m6`nvA@tx~^${Xj(GfpxF2xeUmO!#;dZQ3`&LGCLs!CjAlQ-!9ymqddT|zAHgZ z+&|3l!ZW!$4&?zi)m>Z9*@>z(NSM96`gU(j!gWq{mwxo;u2j{z^K9~+^qyT-?w$L- z$0b)+6e>qG<>jsx&j#FMKeNdIl6P6cyiiJ{PkRdksbh^)i^u>e43Fj$Q>N?R7pI&8s)Dv2w_6t~ z2mQp#gip}W*qrSc;Uxbje*w6tUD_D{1ef!MW;U6M|E$3NF)4!OFv;DS7w`~n7Fz@o zUT3@YWItGQ80{o!Vd9zFJbrPz2g<#iy+w2^E1p1FdxsyY;z}S>w9AFB5C)n zgml=zy~g?~np|_544|@=v~1*uUK>AdiXq%<2e6{7La3Jyp;6CI^!l)X6q5M6H&Q0C znp&Xc%9IdPqw3fbmPJD!JimvD#rmM8ELWoaKBJZ-Gp)17h;mM3$OQVuYm$sF@b^0vOhOXYsx# z$gSFMx}tO&IDVQh*9r2!GY)?7?R!I=l{ulG)u3*tjPtc^_kG~10L9)2 z4Rq|;Jd@8(F2)3?0I&ByD0eziCb6qD0n%4$8KI^gsFggB;q?`&ZlDTqO_VhjV?dUA@8}MWsa)PXtwtykKV$R2(y{q{?l2E zQ3^0=b`zUNW<&*B;upB!<#BQI!5(P8Sbo0$pcsFaUOHlGRz*}I1cxk&#QE#KMNK>= zoO6ZZzHIc^*OA80(I4yqTvIPnwv&x7M%=y6+kUdWOHryADtjax8XL!3)Tiq4*&rTt zUq~9BuCWN7koX?_8&Ac)_V0d5RBbV>jEpuX*nrrqv`IlnhgHoH6mpHEBValeo$)y;oDlwdWxF6z3i zsv&KFW+!MT-u$BES=smH}R9>rBou=x0v`T?V4M zIo2Am$8(oXQ#r&eWJg30K8&z?yj2z#pzcK~LiU&36v^l@;p@-Kd?SD`j^6Jsf-MI| zNx2q6Y1@gvqi}mkbNSs}8Tov~UiS(+^K@J&4=~#zF3Yb;^qJe|AFp#f*5eBxrm9WA5cr|foKigHr{ipveQJe)Dj4FzB~hb zt$OqF)+F{zB)2m8N#=`(U}U*#4cgh`- zv30DpGl>2xBRMpvs2MudA)?YiG58%H#A!FihR0`We1|PW_xO7p_C|h&Zf{#Yc zdgReP-D@(D&dzaxv(wROgh@=O)xLLGZNl=8WVG+W&r^L{0^LEOyOEwbr-z=x9haXR zV5hhYhBG#ZIVaUXSDFgV@_}8moIwmf(&HI^PpL)nB!ny_}2co)W2y1(Z*45Q`S zw{JK~8rgJ}=H7Q+IblAp#lN~x#-CiKYN48MjSAGMFh!rs{J*w=_^1wUPIdYu=?2na zaUTdV+o5FpR)E=7!#wD%#x$Z=u80FCbx5!EPoGE`Cg`?4>Mgtw4jz(VWYA zU97rGci-2V+7Wt9X5pI224<9H*iheJZF}(JYukZ?#s+}jtTa)wa^^e(%owS^Has=y zDwK=cm^FuaLoEXWZL(L(8$_D20S|RwB%sF^LFo?A!Pa6#yu3ySaoODVejwKcu$@PQ z$|J-a7MEO)z5h&t=xhNG1)qL|jQ@R^q~{w`sQae3VaIGr#bQzPY9n4FYrjg)O<&BJ zra7C^u}afeE@6oxpFhImWH^_whA-TY*=JS~|9lLW%U@gI3V+YA` zmr6vAOYyPaDy7Lu#t@F;hO-RAjLM(a#Ig?$E9K83Z2jc)MFmQdlyZ%M{!gK8wzlmj z8}JJ?p!tHD!)+Z9&gAwXZrz~MFwfCcrY@(B8@SKCG8eX@3gD(VyCW2oq1aB*9jwB! z+Z8jCd;U6DTZG(Pt6YCEt%7Q>D4yUE{> z2(!~SJ{b5yz7V#RsbX+L(CH=e(HA4@$FfXN7hHhk??7k7{`X633{3uU7)Xw1A95 zKcUUx1Jo4U9wPln+=18BGHNBm?Y$lyFf@_PxU=Ccd-5EP!D$aVPPnJSy5rgOS4>Ck z6*=zPGb-YQu}X~r*=AUR?RYpqgT$x=TrA=XFKYAjfqw#(%P-wgV|iFKs18&e=RV^j zG63AGwKumyGbsC@$4^SQx8J?)(<eLg6!C<5mH3FXeU70Yv8eQU)>1Nbrw7BFtE^tEW-pXen5%LGK9_mkB+M+r;S!6 zXd}720GG$Y|(A%F43&4YPk zFPvLUD_Ln?0vU(;VCLfulc5%CkE!~A;R(PwpZ@;cdncVV04+7g#O5PuNdM4n6ej74aL=>li^T zqg-vpH%S^DUyzAOdNtCJCNs(~to`Krgsxc3dUC98nVX}Cf6zS73Y9QXCAYX~>q^Hd zx^i%fKN8gBL*m~*bL(Vlhl*}m%$tL2pQDoVEC%Igt!Tz(f;KutS1;tGcCdCM2BUfX zM=el|g5VABA3Z=&jvm%`a&n8vYf87-D2kr8K*b6bN$pPq=c3K|Cee*B8aZd%cmSv@ zyt`3gaM83_cc2{Y4OQEdwz-do14}}(+Q*&fK<9k~Ty+mkw{6h<>31uPYyd3^-(^D) z(>QJ`7a*l}r;SyRLgYXl2OtOoWb2CzlpE9$;$#sRa1SqMu%$d&H&Nh-J@c5qRlz{esFiiu0jtFrVDR zv9F%PBappEHDDN#JkN5Ia6)J20^srX^9sk6*)I%>k(lV=0-9lvik!cCa7+d=Rr>%ouUj|kNs)L@-iI>Xh=iNv zd*{?*V@QHZx&a(j$B^&rIrYr?VcAA{^ zrgT1L%t-3admAJm=U_AUORNntJl}c_!XseO3r=;!>JCpc8}*!}Bp9aNSjJAd_us zs5c(^sWPX7=4d??7)>v7tych`Fc><;L3}c?5`mhA#b75J96#DN8wgiQ+qDqOJIn8Sj21A3vJXkMDP9SnY1EU@?_q68&B>v~8u zl-zK!kqw^EYp8)*FxFBPg)Tjg;_LQw--q7$bw2o9gAeL$)m;n8+_&-YYVLfs{VHdH zy+@eCXFdiz;Vj=)5NZo~a%IpIljvjq)eJvYf8Cy053B|FD5{y|%TiHKeU{&e7#SUO z&@K3am_H8l6;SoX?h!o+tlEh${Zp+ODe|JQ?h3R`dwoEgpD?+gqLT`?R#QILPjh6G>%XUls?{*nKspxWVX1sKIu=-0pdOH$nGx3R~=g*pN$b=dS5 zlO+VmkBLtA7ve?^?3DgKRQ_bW!UIGWdoiD^U%jAZkr z=^KwYk++NBSCLE7`;gAw1N{sC0)k3PoKVQ!b#bxnHnjd1Mf0#5sV%0J=bd)nT+Vbw zdf#}$1$?l_w$@$6qTNh7qA|;gu>+C5r?fZr>D>(Mze1~8p_^|XB_6EpuWINlUpF&- z=+Xdf3ud|waI>HkK1S8F2vOPIh_ZzzwaN&rYwWdxvZm*i+4{izI9F$L6ds@5Z`0v= z?<}5xe)i|iIa!P$sqmU9ZWby<1M)FoJJf~g+mts2)|4o8(S1k2=H1TwZmt6H5kPUkSI1X({h54rJE0QqFiuh-eHl=d~c7)U5iF~ zRS$%Dd_+qsmHGh8F!GiiWaN4HOImpHW(csV*`Izea9Y9R9KS)K`1%sWKMVtG;I{M1 z%2EnCrFLjEa6etV#2>uMuYu|4Wr}lH#y-a6+PVn%+o`kP&jUjenc=|UIEcJSDB}p- zkO2?rCW|~Dn_e4i0YkbgEk&Zxo+F4y`vRih;_R*u46Z~r2ma6;zC<3EiA_>f4 z5Y`WBy@n}`SLL&FPL5f@0S1Tw9v#N$t5e-di{bHwl|$1-2P8`c2tF6I9zUY+iZw}= z3Ux~+^BBA1QX5!uz*}y!Rv+9Ah0>}S3`2>pGVl`^#&wO?k}JgIRQ-xzvcBuYv`Bw( z`+bp%%Ub;(0;y+AE@^#2~krKo0&Fg|M#BLn0N5-UcS$*84 zwEOyZH}HI%V7?aoJg{FXpX=z^E-%funb9~crj?~>n9Sy%?4!c`e710qoCyEJdLgfi zt+U54y*;VoPX%50j_CYrBvKveVvB6@$&6g1Kuz%maS$GAx=+t13R?Q`>tX5w1xgc~ z4?Yi2aJ280YSql$qgukD&g|?Ovv~MV)n)jorFiiycA3waEHMmNH66vJ=B=9hOsXB+7ATuBBBkJKH4#&1Ma3Qqnp!QVQMk@cz!Wy4&ci9jzjLnpWeVnThe0EWsA8sZc z_jnl-omGfi|E1+gJlro$X@17^f|1TDoE&x9hao=RY+FstyKhOj z@VwBL-s{G35IwAKX>}BuWXgJE;m2>(?vPC--VE7RAf9J#1Ia6WIF_al$wUhegtVf6 z@skCxuLfu}MDirS3wNgd4Zz>Xz)nRaQM`7`#_I{4A0uFzum-|kMedh5T(cQ9cmD|iUMiz8iASA{o+SUrf3+mcE0c5;SYk43pa-iqSiJ&wCylUEF|*k@qqDVCwchNFVNgAk%SJ>f-p;o*j$FfkEn~B#t3Mt zd`Js~i(4xCj8n><^Ygwj!K2{VRpS z{{}lKob2M$c__iGG13K43$3LZjb1j_Q~0OucWgCTK4E(uIdgr0#b zA)HXSL9@H`5(~6EeNI8cgE2dw>|6o}6M2O&v8K zel$of@3qathRx31SfnU6hN;wR_XlFbEGAh2-A_*SV@Z4H|BS$s#-2+bQb|Rq^V$*Q zCeS#DB_R$T;ty5&(P`%MMGrnRp^q2x^P;c^>K-#{dT-)X^WWvqzzv!`9Ni9#5|dGW z7pW@Jv!B@5R>fSK5%Bp}{2qz(E)i#Q1;?_RAn>lI&se znUve%BhBH7;|45t`(O*i_t{?U)7h-$91oh5ld2k(3snJ(w;#b}0pqklEPCLQ^Z`!3E8H#%f3n zzs8B3Zn$vNYLj+6-RE0Q0yzlnOP}QvEQWs*zH+9OC7OTPVr#3g9d&OMBCo{27etG1 zA^;RPtTqp65+5l+brB5dO$9{jZ0LjdG4TDZf0>=lC3rmp2e=jWbD6!<>(~&4D2;*aaM@qK2%xgoPJYs*tVLP$* z4p+h3>cbSe?XlYmjsrcM%iCC?$~;Cc&~>;8aPOr>uOd4%yZDL@8kRmxU}NP#es z&8+W5QAav(&WUL%{J(P?-U;d~fPl(h4zqXQe;#YNbV=WVNjPTsW5winY z+fS9{2WnV$nN@DAtORaZ8Y>*^hH2#@2+T>YAUQP>fSxBe$=35!X%oopTJCBbQ_?Ko z4~!v+uJ%MCF=VDd`V8BfKf})`mozda5U=xnGEI^ptwaSQS$sYWBe|Jn7I+cU%*4|J z83No(6n*M+ueAml6?i|hs} zSQyC1)dtjDld7Pv=tOuN3+bZnaS4L(FI@e46tZ?XFI;nWEA|2i=nDm=8yv4SF5BB_ zR%(r-GjAOK|NruT_!h|ABDOdNHaU)I?V}dXPhS=4{m&|(%w(zc9Cs5akeaofS_G!e zGlSN|6)O{A4ap4;5I2YTSr82m_^V_vd^~-!DLhCH8cBV!4;qR2FTmp2rHCA4_(#Z| zKmYSmh$+_fluWL5^i!9r4T&?$3Y}7JJ#Yne-amU7Q!U}2?TUsx0q66s!@R)ql9;1W zq<4QS|If#BE|lSy^ZYEiGX%qfRSg^~l7vXw1CZ?+cgHj7Pdo1~yS$&C0A#(u!#UbV zANLeoa!tdEoaC)1;4@pvSS^^IdY1-?aMuJ}Suu%;kcoi(LF<75+%s zRA)bR%hE5lmjAxYLHM9vY%xswg??VJkrXJD7_CQ71g-7UWSW-a42J{k=bp5Sz-WAm z+TyELt2lY`3DSK&+j4LW?JywGSwfc;>p|(fH-cg{kRz<-I`0e;Kl2)`hJYRmJnm-{ zW{S`q2d?Bo=8+yTog#EZ5T_3VMgV!xV+2KnHE_}oGrE-6s1J8Z5luohEn?pr0^WaF zeXry&H2B|X4E(Co6EkE+6B0MUZI%)tFlsaiSI_y`QSA5Ev59<{6#Z;U-dLob#I&-H zhY2D7DUByfK}zF^+HhJQ?Qi)z!hN_`I|c8g7UalRU8neny9}j6F0EFhjB9-&2-h+! z1K9uk-XjyIBhDYD>ww>>53m<=%oyeJMBV#_`hbVu+PLFW*9qV8pMld9kP$k+qUSrj zn1cU&t*u(t{G`k(BUO|#<)IowsV0KR=JXR|R$oW$b>ycx)OHG9kcKbxc)mYRb1g52 zyN}iq|5{)A#{#>&Y^{z}M5MO{yNMze!Y<3xfZ1_+l`>hz8IuEtii#6V&~QUY-oz) zh%ClH<{cf@Js>4Ig&CPhCf#)Vmo&Ea8VRcOkyC-QdaDeT?;5f)>R6qRdb)(^8a=iQNx*yqtZ* z1l!JiNJ7{0tA`Dbgj5Rc&8VMV7Ii71QS*c|no|Rkfwz!da)b>30wa1|MX4+KzuOih z3cQx6Y&aDdXAPz)S;51n5+O@Cdaf;L5`ygFln#22%w(2Hwda309w^ytpI*hZ4x`_;~v{YvOpZwc!MLTtCtFC`7*B_9PEop*cHLCSe5+(x8HX(R;A9$t7 zn-86Yxccie*tSZz^(BV|N;5z}sR$t81Wv1Lcq_6gC z%>HG;yP0mq>1*z`d3VYm=7!bsQXuipt3 zGOpacsGp_#C0+gpD4#XVyOZZfwcqT>V72q70Z$V!D>C@1(ad!p^ZcEeY9wJWf6ozSz}4}?fI}Q`pwLecMh2(g5QO1{Vu_1V4?neyFgw$ zwvVs`IxS)?>Lj90%%1W?VK5>>3QbcRCzEd8lE92#>Ns_E516-rEf zCA~e!Or-*apwQ`=CL;|D6f&&W@}oMY7S&VecjeANuChLF)uU15(HELo%B{{9-1ogA zb2V#_R0Xdk=i-|+=WBXLWN4F~3?JgS`$-9Y_nX4-8z8a*?LGSYPwr^9+F%&)@J&zl z`-?o-|0(-8{wXQ$-I;lExmkSygxW)9p->vOD?7W$RhqB>7@J}@y8YJXwOOP_f<#R4 z#udo^Bp=t(1L3!iex+8G9U;?|GBD95=rp$}KgCE#6O`t|Li3->bGtl;mr0OkSfTbb z*K{l?*}mO^sH|=pyN_47Zv(wlkltnXM!NJ-|MuIqK+!URP{lH}n{8VsDeS7Y9Vg9x zd8!p#hitvRhJF=fzS^IZZ+LsmTs2%`-QWy)6rs4GF>YpW>3fDnn1eVYe@S6fZ)~~P zNT{)z?eIT}o)#@msnk#%R=n5Jp-z;A)O9t|Q!tI&X$t6w*$i0i+a7sm->)%0{-dIa z0U%+o`_B8LM>s_5*&84}V)!V@>+|d$vT6C(qd9JqfqTdD3f&frD*e_NYg!uf5sL55 ze+=ExZ+)8#*QXNExGvCIr(hfuvsPa|Jh@$@UEPCT_4mkeTy@OuV}Y*S2^(P1hex7= zUsG?Z3G%d#A@t@EN^>!)ei=k=bBs3Nn66sVg$j&FL95CnN0_)bB;l`(kHz)YOM&!e zk>tb;F;`a+4!upWmW#2&Dj5=wWrCP`;wLMWd>dnmp{q?cmlN$7cznm)T7%s{2)&&G zLE+8cA>|F~Jww0O*iG+u*q?y!XjQsRSvfv0*nQ*Y)%xw0*n-KxsdSoiBqq(O0wOM8 z&QV;x5Pw91f^=Z~~6`FIZpb9j_M&+5Nr+JUvGta9eJA5qB7Mj=XmG;C6C( z^C(!YMerJU!w4@H5$oTr*{1eeqaO0K@%xyqN?2=Dz_GMmnEmvBljHvWYVjoC8GF&u zWyBD>RvYPVF~1ETvX?P^h>aq)c(PFQvujkhpLyxZ56Q1MyUYj(_6 zjRW;+Kxs)F{%7MeC}O+1H$58a=e88M6W`K^5WsB zuUXuYtk&}yLVW+YaDh!<%<^z7u1hVJ0Cn_>Wxt!tQk6xY+gm=D9fs1#IHsD`sqe;~ z7u&L*fhiZtg)g~&cl@2JHKKtf0aX+;HSz}Gm=xj%%|f!HIH}B@aAb}H*e*NB!}G%K z?nQ}P@AUFUCMk{(Io6J+*Cn{?o1X`}ij0`I0omMhXxgW0H%S41+S9zDH zP;}@sv0@3Y9qfUcmusip8t<`-J&@r5zKX46OEwnYQ;+g~{kl_{&0-&lC&_x|DDwzffIb!Gf5dx3&5Hgzf0Y5D80X-jMwIbMzxI3tmdC92|@njIqXhaJ& zF2cen6@EIxFw%XEYW&1fP#-qm?lI;KI=Nja^fYHwFM|Rf_#kBIM|#(<4t@w+%9B^9NuIg@2Z*ZU1-DVRjmvCWZASyay ztko-)^z&6|qL!5^K6|0-D8ChqKan`@9 zwSu9?6xt!ysr1Yhx@rIkH6xpFhCJk}8D#S>GaIgq4LL$;&C22edboSYpMpvYMsQByQeAs_A3%3p3k3)B|?|QQ_~m;7{6wM(6&1S*|Ov|Di(?v z;iC~eSDe-&lBH4b2VQu>b&PJ0d2Z%Mj9r|=N#>KWf)h(~PZ@%fxut?mdZluGkhOgcE#{gR`&)AnqJYKPm4n^a$SU=xUOQX!My=*#e3A>{Tui8sZ z9j~3*J&cIg_Wb0rIhy^BIcrlRRju_7Ai|Fk zEm%6O*Kr^J$t~la?(%+J<{NNeV1D3qA0jQ{XdT zb8K3Js1gUXRUlPGVgWPu?6KfVdA9DpRfF+Mh{nWa@|JIIl5aySxSLceiB<{!0PBzo zIJFm7iB0CZpfbjq-}Q@C?{~!UpPJ#RR0=pz@Oe3$65wte*5ORD>L(9Pj)8u^Ts_2K zftd4wsjcyJ(B(Cj%vLa9J&&!cfWZ5{K-d0^vW?uokwo}yVP5V2P{w6rQBw{!{0|11 zomWCVo3w2N*vfi3(x=<6nRVRMgO{O%Nk%1>BO&bD9eT-GO_X#1g5c z4pcFC zO5=@I^JNa()C;ep!{yr?=t!_@#3z%Q9y@iimNTUkqtP>=1UYPn5S<*8cApb?Y<36U z`RK|m?c1piPx;_c>1;@3NBoa`h#uzV#d&({*Ws>`i1e$$sU$oqB-ip?Ra<~3m5eCh zyo*FJt;vSzQo#oSj#B85;$^bs210`G==<%IpM|9HipiM!ytR_ok3n;3wl(Dwd*_VT z_xFbqo!Dv(llj)2`{}&Ox3?%IG;^9A>^Q7Fap`^F)@?6$or0b zd8I(d#KSRD4X8Lc#hkMAQDpVhSm5sjzKQ9Jhwz=0J562iE{=A_+{wWHiO<*ryC#z* zwdKd!Y2SM{93U!!bKR;Q1cP2K`PRad( ztR_do&mO6lG5Kshb@$FUXKTHbSZt^e>RC0b(czPU_v9jXkYk+kP23lYpXgEhF zA(uSw5*4F`0ZoW*qFI1I!}g4%Z*14~%D);tAc%e0xjfrUnjvN?o{W}4vM|&xd&K0T zGU*q!{s5X3B{&$f5YocNv!X5-{MHJQDoZ&gvPXa?RkcJ^{O8Kr#D+$(FG)YuPd}on z^mB$DJyGD#v5hw?Z7DW4yWavPs&2;^vfgY)`o@UwW- zge|;9@uvbXjY%4q%0dIS*S(}aZg61e>~!IO{p}{a0eGd@-uzjg_GO<n%3^DcK8AGz1ize0dKiAF@%CLOKmRREE&Eq05*O8=l-+%tUfj znFFqEo~|=uG%pxYI|LiQ`%>voFrD;Aqu{XEgHn~$7!mxXfz2flBDOIpEzAP{hi3Js z!=7jiC`@I@A%!yx&-JGNm{;q6Fp&t&=dk^%twnPQ=r;1bd!#)2)VtfKz^6C8#%7R; zhpO^Q5}woWmQ8^sY>-D<>D^_ zUQ#jmQ1}ZuQyElO)p5B*?B8Ity(%{umWviW4@$O&-S9fNH54jv#U*9oY7Y4%!(>2- zTHVIM%d`yT2q_lvgc{^uvw5@q-fsDhH!4eiIf;LKjy~Nu7$l&i#;U4LV=-iHOg%6( z`yB)o2OH{SK5nVj+yz>XQXeN!HQZEONY#w(03z65T+yO9gh1!vCKx>TbN*)Oh*=D7 zfznVl3Jnd5)GBg2U08vbLibgC^2tY9TQRv+I`6zrMcb@>Jde*uS-(Cl24b1-jELU596U4E%R?*G(vB)jEg zcVSfyzreBmZ<27!Uu|`w?Ov!Dg-jKNYv1#5)FP$)&lb~RB(1s{=Z3?2x{6wZ#g7w? zaMjnTHT$GfH-aqx99s{zj3gXw*ik2Ht&IpX}!9jJ%t2JLw8A`YG#j^TI0DtSD#xBq=EU_0m{12D-VI6CvrGDoCl$16L6~T{ z^=^XM{7wjD&SomsPG)s^Jr5IQsxOEoQwNJ5yblX^9q*(ZFbT-i!=CtlDV?(^l&}bi zJ8~(#fW)SbuM}@6vUMxavb{gO4>eTlzGW-^4~N|FMkFbDoGsPDlKzDtxl9Zl#grsq z^y{^&9YOMlp>rTSyUMLY%kUmrCM3+n)#!xjJKyawrnb8Z={CzGnsaEz+y?KaW7&9* z4vL*3<_T|m-XsvAqLE**;O$+@vbJ3Wp$$4KZsi!O2=|NELb(w^39NerhiH{wBU7{n zET;aG);eUg!fggjd_D{R+8D?DtC|%Pj(sg2ng>c=jsr>gcjbKNLdm2wq!+cG4!7u{ zRlZBeM^87L;2R2AjMCf6q$4mvP8titSn$d?Oh*L_P;nxQM}D?LV!J@>>>&53?^^eA zF7;z*iT7zA?8a>OtJFVTk%rH@n>^xQv&hmIURB&k3zA@U=c?Bl*6fH~gQ*Cy zP4@fh9y0dh*4j~ZnMt8+{I-BCOE|ad_9CSgwDX&^-9za8;j4kbhpCw+GRsUpy8;g~ z8Do7B-$N~^1NGmP3^@GVFdAApq<|wV!`|_OSryY_4XSvg8||-Z{%2r5wnom%Nyksv1T)+?2&F#IraeqA)RqsFK(i{+ z&lvH=BpowqdXLX8fV@)pSby90x9oGEBezH!;TW`>G8)!9?;1VHZZ zmaW!X8Z;(FD2I)Uu0q2=mO~A$)fS;C%PQe%bhUPgBv&8GFBbH);mwOA$E9S*bHWg2 zq~H={2Dmu0_`eo!X)jvtHx19wRawtjEB;{_jbog$*;%z)XwzZXq#kfqWByZQ%V9k- z6?H_?T+HZn(<$K2AFJ1t(>z05j4{}WKZVXRWEr@fiVk>~(0^_q!DyEE0k z8GJbsCzbG&Yajo(+;V9hjx#8)>_;B6>&&2KfghH=57jZ(@dH|3cWax?gx+@jw;aaC z$^91!uZO^DA7wKFo39gCz5IbnO^xk0IC$HVK~eJSuP)IvGLZwSGMZ?Hfn7mw)6 zI1SDR82k$#+@2v~oQ1uIByf+MCOJ?S?cw61wr^1XyTRXk0exS6&~_iQM&=U1EIQfu z#0++3xnZXbK>@cP>QrrTCunZOM*A&beqiJ-cmkhgPkG9cNnpJLn{A?j8JOk9m@D!w zMA6nPrx=1x(Qz~eq2@?^-yR9B%C$hQycmcf1+egF2Q^_J+3)_8I+^`Hiev8V&y^sV zs(bAo2zaae1nCeU-T<6VoW{QQd4u14CYqoh_PXOh8tB?k=?KB+`UB{e5lut`Zb!eI z7)#@jHad89tluwsMC0_P9X1eB`2aq#XWAg15pw_(`Y=+bDQRMVbB0Qq3K=^-WR;Cb z#7jtJC8iEwCniO2H%p~pNTk6NDyA`}$Fo+seiG*MgtyyhNJFgkJ}fS0D#yzOVxi8Q zk$avXYqv#i31(@}p5OBAwK$U7x4szlh-oJxJwhbm%s|bFY(XWzhA8_4tK?uIA1 z?{aoj_t1P3-$~Lp=V-^}`fAV$w9dl~oX1%0pNh4|uPOEC{a$Ke9yL$NRsAAJWl4$n$_zXSi}G@1R}X=CHs~)e_#}|Ifs0D&F0CagUI^qv3}A2=!gE6b`MUdq0tA>{uukx6g>$0=`uQBb_<2FGQHZpA zZZ!QFDV3`K0IjP>I%_N2Rg(gacv!R?DeOmNf$RJ2V7Q;md+{pF79AldN z=|G`}YHlZH9t@@E<8>O0iKz3GqS=`C0MQpV0@g7#^uBUE^RiIMe9GZ$E6|Dz=zZIr z`r$BB7fu-dw9Q1je0B+v+(62u?pq;X1;N+TQ7pMH^88U5tdP6eM1(E->wAxa+MH;l z#4(lHQ@=5`XfwNU?}8uCs1Zt^<>12=+04GlLHYv)kWGet6u5Lt@@i-*J4jujeQ$YL zOW|&7`uHTlt)0aWUHUC{^|t)$vNt{D&_lAUhM(4jR=v2OCKV2!3cSO zHc=3W>9V~LAQChEE{w%^CDibK!)+oF0KP8swhJN%RY40!r`-USu?I*FQa-hXwQ)9O zMt(5)(M*c%6O+=||DmKZ?|43{){5PsZ>)TZ-ea4~g(W>DSOQVXKY_K62`C~Y8ks}h z9rUG}C#Cwy5Be6+ibCf9L8-p>ML3pmPL5R6ctlj~E-BLG&ocbN``*tEnj*p~BUz1i zekQBYJN<7HvZZYJ#RTvC!EtYnFz>OYf^Ru2Uf(M;B8kaVvX0;1=>GLO(y28SycPc0 zQYAMV1mpT&-WC7Ajv~u_1qQxcp&TWd8!XG%b5t_uF<8-G({i+)5x-B33eqQA8@yp- zC=W~SvTmvfscKOzRV;M(tjEd~fy11#Yx}M5?Rn7tIu&AkiT1dYv`h;*&Q|Jy@5dZKaw}<=T5XCm(LvOpIKRoAB>>dO>wIP1L3q#i} zvj)QoUI+Fb+P`Edpph0rV<-)jGT4KAU0~nD2Vy+taTTe2rqvOD&IG2ww0+|FNe-$F zg)Ifs)-NFE@(x;u{qcYgLk;eF`Jw^ub2|uR6|fN6e4`)Ier?+K}pMv)U79PN;hlq$NqIoK5lut z)?+?v9wJu|i>|&{15lA5-k;eoewqwltIbED?-g&VvL_0~RpYmN1ry7Tt3gk2Od1Ds znmbh|kYXCp-mFCs?XAxBdB1!~*(o}8KK-m4csAn0 zd$KvsMEd}B1=FF^*H}l%mWJu5a8P`z_q)K;V>0ycn^5>q3t@)t+v!@l0o4N{#!Ivn z>p+Lxpsn9~c%y2?PT=30r#t1&r)#Q;Pr|zAEG-uJ)k(kF;vsx#L&b!_bYLCSW^^4P z)G+a(XYvs^dDb}&&l?e*-C;mp1sbCe+Te{zqfD%{2_TDc+?R^sQ?05AC59ltN!$_4 zMoxYK&7Lm$ynYSlD*YISj+`)c`%Q%K@Ro10U^J<8;H4v}pWK~D9RUOG-dyF9c*vP; zCjY>$EQ@64YjjN4+|Ct{mi%;(H#JA=K18X?B=fTdfGMHn_~`lAh7&gq97&F$gn9`4 zy2!t+1FeWQvkNa&V+@2hoBx|T<04;RYyV!xGo?e&&wDrUl5>9x;#HspUR)-#r#oI+-20Wv$aP(xbUk6E(! z_@og(WM?C%b$8hC1Kgh9znd$apj-|d6XDc7G{D5C)wFD#u;oI<-W6azxl4A57%}12 z?~r5QkU1xWQC_DbR+(O;Lr%^TDk~bsfXyI&GCX! zY6Kb??rK;0L849VECH?mJ}&daM>zNBvLvC#zghMlP8T{275)PsVb}Y7Ceg=!f@vtR zvzguNwOKXcCX-3Q?11NN4zP+R;_||P@K1qymVv>?wGqPx>7g+^xJ2%JrK3W#D?QvOLVXafjWSKA2QAJ;MjKJib7H(Y#K#7|Cb(S7 z34=_93Gtepn!3tmh@|fSMJpXk&1yS{S9S$}XS#`XwKCHMMVS9)*+H6!&hpMEG8>%2 z!o9EXTFj-g$>@+IH@A9#)oaF{A^a8<>H|V@LaR_iix_KzSe(1o9;f%y{|{K&(?T`6 z8DMJ`@Qx{Z-HjN6@Pez1}hiBwZW9&z>4$+Ih($OvksKvMIK`o%KyY^{F2yMnhvHJ)p+$jTJB@N ziM1?jOQtc)9(8?_*h?5bsr8J^X$`x9ZT*%E{Q$RGQ%i<$1`_`;bKO4?_;i?ml;wQJ z!20#d;yJB9;9#f;${yc&PU|syg|l0ttce9xk#y*TXG3H$senXh=57(GEbXsJ1+jDz z8%*nHf+MVN1}*F>mmf;jDVd-1FNATFATASxr7`@TZRBU-RAS%mUvtr zs86YsGtU3T#M-f}X=pag9REXR`iZV0@GZWnY4L34+qcosB*e*G=d5w%i$b0H<RQf#CCbm$Z=akM-c~SJ%jY$hQCd9EDi?{>^qSbq>3RW-c9WQCGp=P$5P- zB9HC7f@B=M`|-;)$5AZ&;{!@bHPL$fu35MGA%Zo;LmZavAxifoqc@D^)IbOVbtE14}JeD=@KtHmSIMCo3^ai?7)26QA zB)*QrcgF5BR5+_?>2&OTxDfRTS6QQK(nfDHE3VByhlDrS2sT-y+D-4lQ@q1R_+}8l5z;Z|YEv$WiPF!{!^Ew`I5foAr*#gZ)WDECe!~_9uX{$vp$9 z_b?!}_VwRDs^N=gAeAcR{{m83MIbrn>0&Xv)D@nX@LjoBcwVH!y2sek!62u{@Z{(m z&>oyNMEejfWw1ntXGelc315{^RH5vh|9CYu5mOYlC6RapYh(GSJq|exdTU1f=~&_= z`5v;}xXj;nzk<-Xgz#9C-`IlSb@C4z`n%4T$jwNp2=M+Lu_+nl{u(Z0pdxhxAyJ}q z5_r1sn1K}=tvnXtpx< zubP9}J$B1Pe04~*nZA%%qwx;v*={Q`IRVl{0n~1iHe~>hKrYcUe&=}c^h=-5Q1*TD zjMDJfQW7xd=R%LgsdKv9H+N}UKT>l)zU=6Rk=4TG{82@bq zi!T-@Y?Wmum5id5ACHRX({fy+PMD0-gqWV9C^#6}A zo=wqG%#1m_gvTcb#)`b&_-iNJ(k#ISGdV$N7#Y0N_YBMOb?HAZ9Wr7He>s=~|CfVV z3vqWxwN>yOe;^)Th-UV3Oxa8D)n<5p-SYlf*44*dq%2F62ghu))2tsIoz*bBos@a_ z&hwwCubxNP>QyygbWYGiN|vi(VixgqwM5+UD9Hzu`fGr@OFhd|x6qT8{Bv|T(OJvP_;9js+dc&Y zz&2Q`w*QXR1Mv8SkPp-_cRZht%a^7f06%epMkp zbbz3g));5*3uPIlJwaB0T#yP z4g7fN*< z#V{vpe-s(Jtu3rncIoGotv`F<6pfUJ2GXxFs_f(!^RTn?Qix+9Egnt9>*}+bDIIjm z;wUcA40~`SALeKTw3`m&FEoF)o$f+tw|TfNto0A&FT@DfiPHsMomaNhUCzXo|_w8Vb&;Y{LF z)TUP(pE**ZH?E$5wv(zNgz1y$u4o&X%)gnTRi0*7)l_Bz z4r`!-ipuGUYd7qmST}_~qIg+!R$&S8+AaqRug7Sub&tLqLzDDiqU8~zm6jW)_rvc4 zwz-K-)D$1V(Pni^(JAblJF6wL#gdZh#S&ykZNa+RQ@$Wbw)VaCOwnqLw%&O1Gah~@ z4o+NF)6!5yIV9IeQ8sjDvpjju~ z(TcDlYl{4sh81Rc4=qd=JS|5_)bjX@TkIND8X>E%JreD#a?JF6{-W}&CZmUfF zeUZMz<%$Or3e}}zx!2xz;p&Phe!Q)j-{0NvnVmXHoXL^@!IRZYOfJrQ&!2Ibe>_Au zYCMsk$CdYqMti9Zg{7^9fu*sO2`_m*4fV2>S z&!R7a(;u0I=x8>$+ST}^(&l+%F_GQN<=DsUR-iLjv(IVfpkpZY|Mbm$d&jY;Fv+oq|rR1y}OEET8wb{o_8_#cHV~&TH8a;qzw(@$RrOWu{zL;#=R7w1MXZw-={L z;doW@ZNAQW;3k}N&Fe?#zU7^bOCP5<*4 z;i|ZvmBII^DbD<$$$1)P@_hlSSeB&l`8e#>t3EsV9rE;*>-@qE%6)?S`HB(~ju#!nS*?WV-3r9gAcJR6FUY3?D1n0^lylS;D&e`i(Q{fS z(}VGaGqHgdyr5b>?s6ex)=xsPotV4>GY0XC-+_g$ot{o6S@&vRyDi{=-AOE?nJ@-c zbyp>C=XxV$9@@G1<17pv1_u=@pZxCK8K99>8T@L&DMrF;lM90rF;k0Sh-j{S3J*%# zzuAjr7YtyTdL`n{zaf)Yh`lp@#J@^ZL$Q1FR+O(SXx{9+dt%{TeRV)tB!SL%_Y?p8 zgs$@)gp|?%{WeYka-fD~HC-4RFh^ef-^wKc-!aIM65yW>7xGkd0z@BOfv2?H@5 z>D~qiRHPN+w9oCQmq3TV9XR0b+y%4-{f&7NjRm_6UchFO)6qb`@9!c*8&t!(UJB#K zxKC7enZ-EVG>Bs-GLd)9PWi$aULrn`WRfsl>}%@X3%4ID-gI?0?K51?r>@1S%@|{X zf^-}^cWb#`d1JEE8%c+yB?WK&x=llVjQzRo=&t==z@(=SksH z2W3mG5m?@!Ip}h9WaD1t)_EU)uSOC$K_IT9n1V$Dy#NYmvGHVo(x{2e=ByigYIUb6 zV_cS5?)Q;rp?FGF@UnVSwn{9fQOdk5f;jKIlMQMw*xG>P(X3p5T`|DFdwp`LV@n(G zL{n^pxw`szu_DHIwB*>MLm0xcCfI&GIs7{Hy3ja^?oSb5XS(PcGhHVK0t)YHGb&Yd z@N)Q@9Ttwqm=*E?sMU3w$5DRj?FEyX(_ppf`8AHB$}kU^$)IFu9;ti^7gnqD{*2DU z2~K+a8N!PeO0r=9Az`kM?e9CMUiAlL)`dHl)&8Mb{u=-Cvt$jnykr3dzStz z0x22-W=)~xCYL(&l^VdK#@W+3A(m2x&m-dMszF}!VZ+E!bCNv_Q+zu%3ch1bOjQ#s zf=7+>T;_hTczOuiH6pKsTXOaCSt!uqEy^7wUGdsJIKSuIC}Mg7yt~=N5w}SvLc#3; z-(R6W>{4Q|f)hzXQ|97|RLRQ6+(E9eF&zc0WPTwl7GrcwjnxonswlYIzEdd*%7VXI z61Q!+$uCrQ8Pn+nJp0`~u40fa9^&g}R_5 zQ(a0P??Fv|VJ2#0Lw@}slj3UjSd7~`=_X(N!{`SW;QfW|X45hA1~T;}6fg&{%GQXm zg#hVU8V_3+HJ0=FBVSloTatWByz$MoIUYG}JLVhoc_M#vS00t>3wOUel69`$8y^X8 z%X`{wplGdhV0h@CrI;9pt^%7>xG;npjm9$j8m4o$fDFF!oo&Pt0K%?3&@lbBqTV%Q0&S8k}F;740~6=nupc@N1AhVC75`+ zM0C5gpR>HQ9aiSSIA0y9V6hlrmeE9Uu~0&kcG>y4wlwaJ1A&aMHc>c;s{2ubMlv!# zN<5Gw9JT5ftl9~sJ%Ze4sj8YemjKj~Zhx6!LWvuTPeXB&f>w<|!l!9AXWROqK>T=& z2`lN)cvXysWkSv|1qf-eghlf6yBJ~6kV+IRYVl5gS0KHO+`be{)TISz&7lG+?Tsy^ z4&!I_x0TLFcJcHX9cY6KjHQ)N4c}lirpNF?q^~nyu?*;cHe?Gp$0d-+47X11Qi^gi zXmLduOTCgW3{t=N);@~kVBGhTs%vXY=O|NHG-x95J~h+=442@=ZME{Vo+-Q{G=W8X z4h~>SsqzvY@yC)A%|TT^xlBDnf;W}ndIe~O^$EyKGblF+z(*!}VPX!XsYWM3LLY{1pttsoP~uQv&BY0);h&DtZU1L6Enmu`O5c7=p%pT1a9*C{*T+E zX=SbjQDmmebRz4F&D)V4o@f=jUTI-XPB}HB;OH&SoA|l!_Y-POXX)_MS%u;E5&}F4 zg7Su{W13e#du6|jU@5+>3a-04YIHfrSK`z+h?zK4`_MvaWMkdKJM} ze?6o+DpO+q1X2se{nIjZ6SP8>aM47pvc!c6wM{i7QlZ2j`ri z_kZG3Xk3Glz~`{P=hg$|XP6d8Sw}n%e~kF8xZH|PZE@vWv0qrMe6`U#X3?9fmr4j; zs@!36Z>aoETdFI!YTe;YxbEQ3$Tl(Asfg5rx#%x{)z5<{`SK2{F_Rj~_ix9h^X3#O z`ZX|lsL9g`Km;(N8`wTwd$E?=N<3kI@UqZq1BvVW7=tUEclq9}+ib7znxNoF((BSj znCy&XT)y|9utEBbyiVuiXE@FhLSMr3@rUzY+Zhv{D+QU(B{MMepEp!(w%lW?G-+xl z8`a}XNCN9aB`#~>6y!$i`a4U%Ads-9^&qObXjR=OwiVN+Wfz~AZ->hLvT@r~5v@Qf zV+0fA$>Ge=?u!=ZElK#cYlyDxNx1M*6XX21BTk`SbG;Kct7IzshN}Bon@5qy=arg1 zKayJmrtR4{>7&8EyNnT;-mPB^l!WKERYj9AVQ?5wheKziH2OC#Vl*tE5F_G~9eQ`O zd&r;D(qcw!b;!+r3nR#khXOE4;lmZW<;@wq;=Zj%d^NqAC#+c?3>AAh=ldBEBxqQa zfm-o&M8e;2f}`gkO_6AQ<_{|q%cBM!Z>Ds)L?OuFec@E% zR%6)%nU_S_JZ_!7y|Y$sC?V63aI*@AtkIj6rxzP!XAYJ#+TQEj7f(@%UI;JUZi0Pr zlf-Q+^rg>aW~bu$4Ntmh^(DUQ2mztIc{HfWQ(s0%`D`{{(YVbdoEnOw7*z!Ujk{}w zx*=V&jy9$nQAbh7(YrN-H6t|z))0E~Y&zvKZMEJ>CeI{Tmx`w}wt*OW!-}$@+d+fv zP*G-!Ck{<&?noSIY(KJi9fk|IHR|sj}r5w941>m|L zlRpnBI#2_EAaus6XJF!d`Lm;&+O4^J%;%lQZj}Dek1ZbL6?GtMe;_bh}4+f zPWCZWhlxxN5oNEH$Go&EzKkp}cTd3D46G27SMSTEY%ZlQm(%gtsfvkL zHI>bDzwhw2RAzEtTYSplCIz#b_7c0h?aJ`Aev+M8R1nblkr~RQF}2uoV}^1h&u;hV z$rn!Z>TGYCJDz%_#)wJp>0y?u+L3*6gZt0L-c+_c$+fr}$;fI$y1kgy_a+N3wZ+N! z7!$@%8YBuH!zrX}WvQ`Mf{spND)z>ze+D||)_cP2kX&$Kb+x2+{R)j(zc5rZ0vNom ztfX_cOEW2Cc%~%usZZBR^QIf^G3o}(`ctyaCgN2ICN`n%VY|FO_km{Rx{|?l^f4YI zu)=wk5AD5oNSy05H>%$>>w^>*1bEDtkKWlu#D(6yB6w^$P9j5nJh+-qr0Fj@v zNdmlSSw#dCcEzKkJ!CfX?WWg`B_$>UTgMWSW}#>BtaF*&7*1wCQ?=HuXr$eMvr(FteAzx@JL?*b3wDWX{06ueaBqX-f3n;QK#S3Sw6W*t@ZbQvXENDD7OJeEl z{SjVYcuu}5q_S4Dz_7mH>@Ojy$=98)x_lj_r9=M=x@_$hD3c#a2aaW75MKK(UD>un zX|;%hD#X`=ElMD#l)P=X0N4Gz$19r@LM>ByDS;cqr8?uHiN@c%xy_8IM00IFA7HMB6sUKvRw1^ z5NBBt09pA~`7IZjBc;r(Pr)47k+^AA6>VYoryX7JK*ZrKwlzBtBtnhgJRN*Hfpw44 zI1Kf;s+_nQOB_m6Dz>ssjGKL8S{!*wWadwG&{rAVtNDlsrlE+g7{z86)C9BnT7e~$ zlkV`o?Oz?&xAhi5yx5z} z{H-vZ#=9bRBaVKy6Z^Z|X+E{0D8N7vW7F|&e$@_{emZZ7nfSPypRZlrgK>15Rhq2~ zk(KOVzLpzrZbtP9`!)P zi``zFW+@++&DT`j-aiP^P7ih0KLAFnfuL z9!JdvChP#g>k5z*Ijh9n=Ym-xbD)ds!I`mVhQ0Y3(y3YJ_S3HJWM?$~NXit2N2**} zvrB9!XH*>6MUTuFg6-@jx`^Il8t0n&X1kf&a{=Y2qUVLFzblQ;)fMf6DWdg1 zf#dR^jhAG^XNhNm$nszj4!ZChx_U5wIq(Q7#l-t5i|2wQ?uV-9_7GLYTOYG;SG@zn zzi+Us@|+a#5-;uH=zkPgpCY?RSRZ>G-bQ)#2lAwFM~RL58t~lXx$Q>Sc!ms=E-fL&b!QYrA{;8i;IF*Pg9Y{LT2r<6_MVJboX&$H z)L!Y#Fx_JY!qe9zRx15>;AsE}vOpr%5IE^;N*6Hqrh_{r zK8bnyoVvgq`)P8aKwf`0%d$!Caw=$k_SBHn;U336p5}3rA;E?%%J0Q-Zd&SkyS2W} zIBhVH$#ANU;wzvFqPp6`cfSKqLJ64G_a%BKqhTbksybjZxh+pTokt5^GDCZWOBE~{ z^HSGbJ2$1oa-ZjV^|9-2zX!0Cvs4)7>hMMY&mXT`AY=7}TP|8q!`SRwcg_{S^I$j;%ErQFVE9QQjRP9c;clmN{HULvCKprZR9-!>E<86;!(zX) zHZ1$&gNQCrSO|OR*t)aS7W%W>MeR)hNm60b%gY>S5!{fmelmVdpXA zFLE3@B3Zhz9o?m*D7x|^E2&(Jh*Wbz^DEcu$=sv#Ovs$B_8qUg{jY@bJq&?*+ewGC z20llAXcxW|l>_5ZXTL80%21BU3(J8&QLBFP)s(jt?pdeizR@$t+}MSAA<6`%!%?Vo zZ{&DC3Ku(I=$+$6AM5GM-O(pI!|{bsyOMe+gLeooPH+7?AUf%tWxAxK_3+x>*|${9 zexb<}k?i|8#)DUGBYJz>t-#4qK%Hk=fu4s~U<=TN6?6?BzFgAoW!3uE&)&rtv=*5} zVeQ;UQTSjlarV`IbJ{q;7CB5d3}|MO8O)4<#GGNT{O)jfZ1p;x|;tP0;n?KDzs& zt12=~eUIm-h}*h_<3b$febM{+7hjj)nX)bHg;OunH-D`4609BSiVI0MB*p>Z+1M$; z8i#RpqB*$kD&SY(kzd4xFE}G-yEXOc?NQ^0>s_}B2Ur#N^BY~vhBgfrtN`8(1H3zo z%-vQJ_XXDe8kPP6hUEOt^?K&>Q1NeWJYCe(bf6|(buSxrT`Sw&Vj$AC`sk@J53=jm zNE)D790ev?+J*7Fd3D%4E^D=j$*Z&WnkBo$y910pRD8#mD)^A(Lj~H@vn2 zucwYd4uGTMS0V?R=sua$uVV}AqE)X9ptoG8t<~IX{SgmJD0v}tpC5X0f%H7>#T$Ob zKeo%FxLN->#5IAKLvrMi@?9OSf&s=b9!;<)?h>BL2YLB!@t#=6Y879!n8MN=9pTaG z&i6yH+T5WuDF+~iC1rGIhQhHcQ*$u>X z7rY|x-$X5UG(p@!Ci%ck&)MRA@Mw|15&GB=5s^pQTR!UIhK2JY*gajx=&^5f!1-i64ujgiZ{-l zv%g_1ykIM089V-T=UXCJzd_L44jmJDc!yd|#pj;P6x0r<^QlDB5C zQz<96SSnmUTyR>o=?8?S0!@RxcPy^0^F2DQ-14ssFZMH}GBj3;XQj+Ru*m4qCf|wZEUJc@?*PT+nCjA z|L*%QM`up^u?rQT+ZK+HcZSMIU$@=<+RV%i2YTx@uYh1p@6G@8xW95BpH8!PswC*( z!C)4%UgvqF`jye!xm`ERsNqL3fhUlV7`ga=F5Ai1@E7dWu)cb;Ie&J|zc)ID-0NCTZ3wHLX@ xJSWE_plyt^dhu&-vdtnIdK+qP}{+qP}nwr$(CZQHiJ?|;rs?%SQd%rt2`?IhErYbi;Ji495t z0H}!yDX1!N5VZcczb6OG0i>b`(nQB`v!mC(}#b+Kjby#zwjdSvwK1P$$KgITly-v zKlthUT`OMu^D)O~_v87F{N+3}dzriOYs}l|q5sx9+N=B1{3-c;yEgj4PgIZbw!6~X z@2m4m{j2)f+vI=5-}5u=UU>KVxjPwqhmY4A{Y&uk{cZSa`?*@-|NK3mW&ghWfS>X6 z*ZbFN@N4w7_rCY-ci02YZ~I;G2l)5*mp0!Q<0t(m`iuV!{&RPOua7_4m;M*?`}5WC zbN2W5dsojt_;>V2dVKT3|MZ`XdIS71{$~8TedT@3ee)mi|NXsxEBrkD!oT;u_BH!1 z_A&q7{84|~eco-|)ytpYFZAvHdHk{dt^KI|7w*rE|Hr50cl+<}P4p+^?^5U^c?dF` zq80>TDgc0KUjU{Z0hsRpe*pf?(0qmemEkCI+&+Y$3VHC#zn5_*>?Ng%sv+e^m`LHH za6EF`L+D8KrdQq)y-@B|UVWqbe0Bz&9Aj@-%aQ0N!Rh`srl z@_O@?jp?_gz;5NlzM{6q@7-|oHT#@MQec9ahGfOBpjU`39%-r8E2{%WQ>hCA>|+iJ@; z4-&lU7^g7u7O2-e!YVBJgOJCrd??O>Dxe^a1O6mB9^U27?9`hQmoU2tu)%u3`|bb| zFpQJ&e)+DoIyKa)-K;IlT}6N!jZ>iLB{pZ5An{%4C^z43vY6@$w<9#o$5Zt|7$k4+NTjc&rq~IP&RiM&E(8@rva0W83 zYa8d8vNh(l+8-jZ+Cy4{*mE`Bmr1c>8WYUDN01stOgV%}HkGIS@1beXoOywgh?k5%xVP6n?oPZ=MdgxL4@6a0Q> zf#~+bP^U$C$}|aXFYO&rsyQ<*g3fcL)t;vuW`>KBbAt9l*~)w>2{K8zDRi|1r3mi% z?5tt-rM<@`F!9iT^4N+RH#g?%BU%Ay73$-5#M<*@k~)vds*uf}R$1HbVkRZ8w|zz0 zpZ*b7-9-tXTupFFR%OpsGFYq%m%8K-_KvWsq1 zRPlPl6F7|1rv_bZ+at-YfXwPXQ?T0Xa=hJ+{qZavN-`N#1P}vyLZVhI%}!R`}(n0`B~&M!}}bwb0r1eoX~gujs*OCjSr4HV1&a!+D(jRda+x>B(^dhNloa(oxR)q^& zp0^-bh)x<$81+I`!k@cxKIZm2??CD!`7rLrMH-tjBaarr({<51#0olv!;U#SX7R=? z)0-Vk5qKzTJZnqwSQ;kx)%I5_hVAUE_!q(6W-_jJ&0FAK9dZ)aC^G_#N4tj&J}KnO zoieuib8hO~A?0AwJ4s{ogZZxAwG{C_4DoTP_gDdd!|;|?l3>T?k_ zF2+7g|9n(rt>Tdjw~pw!D9PRK;9Xaxt{3Nz+R$l(!N(Tbd7LA!IeyH@1M2s3RxnX+ zz+fL??!YTtPg?g$JsDrnE_4uKw*T!Gz8B{D#@1Wr*lu|+-(KrsGk6sJ4B>7>`F zbmxecEBta>}<1El00c4YniG3^P! zv>^cAfB;N{Qgi)n_^6P(PTzv~_D+gf^O;@3g(f^$yEAve@a0COoi{0;YWuIx`SEh+ z##52HsTwE!0e;7UnS_jgQ+`lx*x!?jI7(X@BCk?$1PV;hGz*k8RY|fx&lnU|WmJQ$ z^ThkGp@vh!j-Lt4dJ-ZOEU=eD#SHKo$*{DDnMkm%!9mbm=Wv5vL{wRxPNN3@6!K6| z*}Jsb^lmtQW8R$bUkgSx__Z}!IhZxtE9|Hz#F^70U* zODOuCXB2#I4AGp$Kq|Ple=6cy_`MJGftIEY74seu>ut3WA6E@6B^YNLEd=Y{4y}rK zz&?_Hc{I>h$f0`AxbA_0S@?!5I@VV(RNTq45w7hct~Gcm1DW^Og$28wR}Q$-kIF1# zn*SP3j7#!5ZE+^e!vBfG0S;i-|2mk{;QAp)L74FhGHm zouaft#8`I5N*jM9(-+5(=7a8Kdio9WRRUN5zwG$E3so~cfnF%l4Pi5Yu%y6NxS)ND zNvz=&D%a>RI*lh<`jG(n}SKI zC!dXj_mj($<^deZUDLRz?P?Q-&`5cLGlPQE!GVwmSO!p7-Fli$c_MP$0icgfQ+N+! z-)=Zbat8h|c~+SLi6|ijff_iVp6eEIco74TzLsg6r%jLqBnLYO4bbCi2^QjQ;{-=a_u)= zra$Q&@z&=5&r5?4An#_4_yYjKaromE=H_;*>}sPn9o=_4HVD|orw($^X^ZD3Ev}EV zxv%cv=&k(J0*$s9QGy#I0RT6oZUSIgssk?G7AT0HvF@bDX<5;Ynk56XN!7K{aQgXcsaXLP`Nc4m7hFhwqaNZmiues>?WlrOAbZSx>vkZ|p zUjxnnhf6RX24{g=jBop~SPoCspQL-Jo}Mk|l0g?BHaM9MuSi`efx~mpllfhm|7};} zo}q45Zq|dM#{LYHyYupS%0&A&5BO0W`R2L`RK>*QG7Farz#Z9EnUwArzWJXhnT99-T&Tm?*7WTNN>-a8j>>j&gB^ zSLs!7u@8}0PSz*@#PgggqsK;tL3h{Tx8C$iOU$|f+)xtD!2ONNV+GUPJ$Uo-MQb+C z5XMpjm?18C>%}x^G*B=}V38uKp2&*~!*tQ&)Wti;8cPHBsxy6FMj6N_wqU8L(77OpHqV>NuF>MT4;WWlYYNd~oL7nST?b^h z2#NF%(7AJ~%Fp3*xBP=Q3}pvZNPHJ~L=!Wy7NzHYz}SrOgxP#z9wNKL0s9+=``3m< ztg4ak&&Fsp^xA1#!G@onm&=)QU{~ghy<_TGo5*N$h#}D?;ahYC6|Aw-q$iVizL$zd zRSD9FY>b3xOMC#LIqgrG|Byl+M$DB@G!l_J5kZIdLY?B+zULqAY0e~bdD*_I$)dP- zNTSkPTx1YEbdF@j5(UN+VK z2@4bTIiWXppmZ&FD0ScB)T=MDTge3rzXF3<wN-?AF2vQMdDp&XxG{WH;mf=dZRzS# zG}EF3dCY;!ew(LLGN_xAQanAKY-MN0ILcIOfY-bybi~kt3Q1-gur6?AvR83z@W$C* zzt2DR**7S$jM&l2#rkgiN_AI3B4~i5S{DcK75>&_87MIytC-Gqj+0OY97>7tV;!s8 z1Z8qTRZhD{3qOy9-$LE^yYyt7d3_kt0BcO;9Vu4CR2)2nzJ zhn-#A|Dgv9d-|@^5PBa+3?JqO+B0mF>alTZE8(qHP{!4>tMYm0|4z#n&!B^Foti(+ z|CznZxhRzHtyu9E{BwS|-l}7ghfDs6_I7*b%h72CULw7B*H71wBY2kvo|`Y!7e*PAWGl>HnPJi^HK-u9m=)IRiREHA`mK%q`zp0*Imm^_|1m9=e5nRnfdSG_W2G=5 z0aN3t?c9Yl=AdLO`_g0e`q3kns%=UDDr^(kLI#}#^y@jM`Ztzq`ml+XmMo!i#`GwM zkbnfJYo%EDxk5`!W@rYx6~G(Z&qO~C4OgW_(;F=>{)HDtPpgI`td99tR`b>Z@H{nD zo?*xfuR-G`9(Uwb+kCMW>qv>S`&$7=jJPPK_a>v%9^#QiK zp_H$*q*d8y`VKUufLAWw$hW>ixliE4KcKhQZT!4m1?_GK6(=oXb;8)JE1U4u-@K}t zjdBp?Q(__9Ra~ZF(6i)F&`Z%?^{Gu^^7Xf&_nAe)?B?c1RX_Lon+QwY@#IqA3~r6&@@P zUAD)f^baSZEsnL!PU!VDQrYcbEf+mL>CzFv!xr*5y|A20ZntuFQh?}^CTL0U7I0oth!J*`0!k1}uCx4ZIx{|aR!PpQ zNebeF!VRKJ3tWHh%gYC?{=Od|9X6_p0mFJacUmpw3I0ZH$;z3-`8#lbHDnzF@}Bn?@jPjCo9Cm-y5YZ8#nt?Msv4p7EkglVK895&aArYOhMa6C6X z_y@r*s^8khL}72I(x8`9UE}(E9sj}2*KA)qyRwy`0^U=UTo86TF#B4CGcq9&OuSwU zekY6sczzlT5~lc~F;CU3_4e-%hDb;1M58A>vl;uh77elabjaw!z9RYN%8io56=q$- zI1de`oWEt>%fS;_4Ni-7W3UzWxwP^RI zubnhKYbna1nU)BDwv;wD^|$Ne@gGg}^o{hh#Ukme9pUYu$~uV!{rG&f$cnlXjZ)2q z#a`QlM>j!4v#*qIHb($Md?A;X*ZWpCMe~>p5|q&yJYPz7=oN4u>F6T{#Qtzniwugn zSJY3LnOc}P;z2WhR2Ub3KQOole^CvBNRPalFb{pupy(#{@+Ekt#T=r61d|7nr32Sc zG`HH0-M9n6Xao7*d|XZWW-gJKoz1WwW)y-Z-q}vZR5P3@v!&DR5~2QqS8K`ItJqf1 zy$iHbB(&m#hlAuGxN_Y%jlr*-oFSBB{slwEl}4b*=1WYCS@;?}N_0MPOVG-9lK-5J z4_>&emAT|4uqOq`{=;tRNA@qkChM=tMAyesSgdKq$tp1fL?JBLx1r=NoD3Z1(H`IG zyaoC}LHABK>LScxM1ikAcbum25NQ@{G@DzAPl+#{HX8|RhrLvlfiEHZ@WV$1y<#b< zrD>;5EduHy?S7-Pt4nOyH=%3)IQVTcct6|S&~kLq-a_V)5`;HHg4>R9_Gr9nem}Re zSgEa9LGHV4Z$TIh&r-0H7fCDmW{t2{?`Np-QojKTc7dkOuP!QKTb#R`U`tQySKQSx zy?kpCb2ve5#*+sVbsIbHWh4|MrW+f<2L+|wm5u22mn}>%Ny-c)@Q$os{pR#sQH)JXBsQm?fW^$?x;KyJ7f-!hvEtanwUf2x=whBrV z93o&#ZoY6)=(gn|++lao1n+)5z>@EDu$WEuEdh#$iXpC~#L4Z2$~(q!xD^RMwFoIP z&$jqu{o1K#r^zA+fwQUZusG3FYYU_kEWBSkusrWnIv;0rFZYJLEzuT-_o zS2GQb{OHqAdm=Gb2Ko4gDhi-6tolECU%z@Z)*Vmy`LYZp(XQ@fzC+ncePfx*XR0R$WJ;F^Dh1x zkJamwKLE!T@_6G}pw^1H%Jn(`;C7yg3hU#Q=DdP!9He(5Qc)>TwB%k*0fF^y{T$?x z*KD*MpV=j=7OFVDSD;wAO%Rq7(khaLzvqkwA$TWE`m745!g7=et)6-o&p%HnWhoja z9*RMREWTEo>G-@~KsW3?Av0Gm-;4>Wmb`B9!!53LEVV4r9J!h!^+RUILyKst$NWJ~ zT9$^%hsh7NDaCN%uC1q6=|LC# z-(ofkR%^Kfq#Sm#*j9B9O{vN7gp~Slcx)4t-%itFP%n%T?my}%|3l36nQ#*KzoR5a~{ zlVWS6bNqE@mYHSM-@Z_OsK1vF3A;_-Ly5cqb26kByyW+#fClI9CnC|s zA*WJgo|Au=>jNPV9ycq|E8()e-I7}|Lr4sg`Wz-0#nQ;)+6)?lBFk09;!pqp(-)|B zu?{rDX-V)kVA9;QA_Z;JPqWJ{N?v%BHGH;IDfP^mF-IA$cl8i943h?^tJc!HF2 zuP>i7YxjpdQ`4D?jjL3ZMO8znKJkaaOoj09CPl7iyIj|APOI!nRltNzJL&K-{uH>n znFT$qn#Z>=7h_jBHa;7b_@A(=ZX}(ayV3VJy*ajotiT9pxqp~j_S-(r6}_!oW-UlN zVuH&?op9lk{lS zVJT;}XG8=l47ZvS<@9KxKjoCK6#H=+Qt172(yq%KxyST{&Ld{=3&5dGBdY-}QZ4Vr zu}3IK@npC!ZG?pBmAgIicR2x>aIABH@DtYfZ%pb(__;w>c!7W?1~|dK0|Oi3CI|pI zAT(i_Ob2&G!c#<2j zdY2Kf`{#0+Q2(w_r#XN^;9sTh-Tpr9%P~!3r2+<~C{@@pg4(Z8I=}$G!-L)s8_{8saIHP;w3j+W)?tG)9XzK*Sw;jl`#G!0ZcId&q`b zO8r45lQj(9w2?uuIO#rI4zYOK3vmR2?^PlB@_Ce&pDrV0$%%Ml?OIN6M?dday%2vLS2YeK(Fzsd!@Xz-cqxkNSh$nV?d zS|va?4leWY!$~);#KAN|X18VWs4n4gUC`TBYh630U?538WY{vcCO#>1Hii3UnU zu60T(D`J7a=wN=ClG8ZDME6+Xeo1X0k0xqlhZ`(Bb^t!gRTK;lC@tidBV zeD zzp;%jNY|=EFwHZItOPeiVDpoPxbIb^;+i8+v-&PQCz~856&R&DVwdiX{MDmm~UY zPZPZP-YJ644(nzQC?wfjIx@mbcugc>>k^MpHOJpOzn z(vC&^S2`7LzDkQ2cGBQa&S40ft@WHV!I(GNP(}+g-1*?2$rSZ2s0!>7*8ssR4Xr8= z!caIQ#&dk1TM+e4bsG3s4v0rX|2m!a+8YRQOU1V>j!ByWB{l*i5_Jt}sI&oDWM>d) z_eif+pVQWuI*;VOxg8i~Ba8@rGC`L%5>ezKC)rcRE}{}fGsUYz2U#~1#bJghSH zeqjMlu>@PX3x=bV+r*5=Cep1zQ4}Dl8)H?HfbL=D zURW!@FGi;G!)ZZsuS@J)1mjN9ZI15qhoNw>(+_qIC|Shm z9nXvQ$aH_n4_yi2O*o!EsOy|VvKSrRymue~%I^BgeRDV!{Zg$j=q8Mw2ezhk*MVsX zj)T$`AAm1bY9FU_Bo2_y}+o6P?{0|sACzw&7$!xj5CLVNRmAv(Kw$qJ4@eM z4zoi8e(g?MwgMIwsx{~&u;V@ZD^p(&!>O+ahVs_CL(8F1SSWNIt@cEB%35j1x7-Pkd3^TRdS4tNKkdC7s$ z$>G43MlpxG$?76d4MUaL?)J$~^Y=AEs!fMd6Bx^{gM9FZ7D@JFuG`MeQdZ4TogH_%?Vc&C;4i_HQN{9{*g*ilZ7Ury)Rx}HQQ~mE3 z&3{A{q|&r`2`fWPGGPQEcD5TOLm>LCm*KW0(X7C>5UxiIVZU)xYXI3e8^CV^P{Jl4}|Y`%UW!GE6) zPxLW*#gg6%vtb?f-0@I{O}!3xDGEI!Aqu$^{{T0GLzj>hhB=j3@rjui_<>Y5waP;D zwnJ+hh4%}d_UY*q&}d{eGQ@P*{YqTxHalKbyrfl!AL>6Wif7L?nr)^dxgs6tEs(F8 z@ebs@9h^UNhe6)O&|wm@STi!tJ8WCNvI4podbxIKk*|k};$gHF^mzM|+!#or#DMkj zfmmlq-yf1$YBWLlqHJx)mFXipg8|E$ShOd`;KOUd%2aNn+tLs#zvYU4enIX6ec!;; zx?Yd^*bcViAFLKYxBoE=aFomIVfym-lG^pAzH&tfyh^RYL0IDK@t76VU-Bd8L6shQ z!sqkhdx$Bg4ndgQF|M^$9BAf*;E_H?^Ap!9VDtvwEWQ<&s&JORhzOawb)Ryp@KON*lw3%FjsZc(@9X zUg2TAh=$c6t}#c^t2Y!6Bt82j#g>BcIuY|b3y2R4+^j-MA-_b@WW&pv6&buoWXK|Z1gw{TNBLE>}05y*|KX8pAXdcEk zh6ng(0DFX3D}iWW42Wv^*zBXl5h#Bhd4U3HdBUB02w&D(P&!IRrlsTqp5t~6p9jXS zq8L}D!N$#cYEb$}e2wTsH9n4O9k>`AZg_pZu0bGw&Lw0K8p6$Z#9mfxE$Fj-zyUa? zMljP>foFa3{S%yG-0cY%U;(in{h3C|5+kga--ofyr$Ld54)`Ypd2IN5TF5ScT$vJ5 z-0ycxjvmvWsCY-JP=xU$HX<4zL>G_2i=gnsVNtd4;t5kOThbOCvGT)lQ=`$5&nN^E z&N!_4;0}S{8l<36Vamcl895_q)c*jvTOH6*J?tn{Li@5xH{GZUx2N0ujLyu4aj<$i z1V6By@_jS@S+c^z7nS=ha9V98(+KeR zJ9#IrzwVue5ye0qN__}3((0jd&OYPjNGJfa(>i!ATMj##b+Ku48bUC9!erDZR^Wi? zl9~_r$$WoKAVUj%dsKTz1BP762V`glywQ+k2c*cSi+GdALv#4TlSmkrHoCj5H>$^n z>n%$#&W_c?k%r|q5klKqip)&m?J$NUCvaXBP{N3to zidt|2MjXiP#ouS&=h7*`2iT2NRN`?8+`u->-BJjT9UU2)Zx5D$S)iU*k2l;Uyt5&N zfRoI~DHIYX9Sy;FFbbbU`#bZee|8|Un?tKyfAR4H5V*RsO=`daiC^QT%ej*b>jgZ6 ze^qgy!nBF~j5ZFkBnMBv9LdTwNoA_+VzTze)LJ=oDN&a|{`~_3AH>XR6!T9X z!a%!=GMKw9-LGwU*#e5Vin?4r=dJlCMa(c9aDgMsCg}< zrfh0g)q~Gl6%BxbF?=`G_5ciu_BX!~eB$KivZSMVu!5n%0`$TXzGwQe$k zpRB;qY+-Ov41D{p-BP$34$r<>jTGeb%bD+4Vj9l7VC<780Iw|VmH1w;>C zCAcVUrbN%^Iw@X`Jr-)rNH?~b!T|lxMQpMrQEW=*YD1FpW;JM7pLmiIg|&2Jtj;rv zaos_JP1BxOe&G|YTVjZT#Mpo!W|BI)C` zR4I>zFgy|f9;v7dl98$q-?Hnbr+tMvVl5qiX%)+dJLDw^aST(4sg72&PF!T=VSz8^ zJ2IBvPL1y0q)Oc36*M)tGQnysAFMqKVHL&sj__gb-Vwbh%FM9ZK4h zH=S_vb%smk`aYrXWD?)}@4{AT=g-yU-;?z5%cpIomIz&)>R3HzZB0CJb~cND$>r3w z>5?t;iK9+UbGQAepM}P1P}E)FqYcmu)`>vJ0qMXN*~6m(E?ca28X3Ne#Gfy5p%~12 z5JBQD6nV&`(-#?YoHCErQa-!>h32^%$CFPkiD?VK{t>P}D7MByMP@mq#5{>IBGEY2 zb-3j@&Ls1v>B}F7e)m{zOhI0+_<}?m!g0aAZvY4Q4j6W2w{I42bdb`0b91VSO#v4E!C2^3M+(A%A5{8L+ae?`ko zwwhs{J80FG-ZM?_99yC+QoEj~6;V0RLfsE?HQ$Lk zB*sPWwT85HAxYY;Ksx{tVib2z`Ru9`K>GbqhHe^(%lCf}^vB-JNef?B9qx!&R}uI( z`h;`5Hshx)?a=0+y>*fBGZR;+g3Z^6u=M9j6L7~utC)px7GZbOV!|gEry$l*{lj>g zYZ?w=GdYE;l%&DL+SW7B(H|TOB$ZPop9Tow=Qw<$UkK|BJSvi?Kt*9!#noo*v z+S^-?MJUVh*m#sneOUd(HwO2q=HK{?Urnv{YaJtuc}APNadpzPcpfK|qG`-E0QI#G zU`o&!rC(J+W6^r9&u#aOu{0rkzj8>-?tw9FGPZ*yr+}O5h54PHFB3qUubJ!lPHx(A zBeH@A*{ibM|ohA z$H3zhKMb_*u=W;o6k&{Reeb7!ej5$;WumV_7tCb$T)LwZP#0rBSa8NUz2$=0*@ zSbh$xYXxsd$<~UnibfMx#$PSKNTvK2r|89yjg4w}gBqtgWJlasuEayCvmh^gsr%eV!ZSL5KU=@ zDp`o~mLQh|_Km$eoO<-`S^1rXsXt7`e%>sM4)W9ezskI``y~|b91oALmIp(Xe z7nO0--!zQ0mp(NaXRvtm1rL0gY_cjkqMp~(CRTfR!nsZo^2+gY)HZ}CuzKmEshtfC zM8JAkbg_2t-Mw|e^Kt}(F`v7B&StKHTPk%+K`hrNMGw$tiU(-+EBm)}3KtFis~!2p z4E_;mlac*XZgZLbd;KB;3(WXWB1bc!@(e5}6_^ia0JyPe{wOk%+dVp^>EReB5OSmp z?7?(4nAojES?Q50Q-jKiSaBYo7ynUT<(K+HUDu>}9OaAi8l4Asv$dDA-_{j$Ch}a~ zL0%f1qGDmfn`k@^lptVcTH_E4mAUyxZ_^m^Sf~8t3T5PcW|IU}7Pvq{$@%mew~Ib> zO2o<`w>G>qRp#NpeU{|5^AwX>Gsf9$DH`2u!zhB8kpUc|;iYYsXpkoNPyL$a((+8F zP^jL%opkr*qMlA4yETsTJE{6s2n8^>Od7GUN<6mVDh{QC6}J03*Dc7ptn5#_$imHqS0G4DBb>1{vJk_creu|>X2y}j4N&OGJP4nlx< z&iudEtf2&;T@W7ndLJK*tEOUgXrT~!oM=J|8}g+w=D`j#6uFfAoJxbsVx_RFAwZMq z#@URJz-#&;S_0!(IB&I~Zt;S}Ia z82~swS}%>2K^h8Nm$_B_ZH2BA>zL~#_7+P$XdmD9LvlJij6y}c=!D37&}|r?+CukX z;|kh+mRTalcHl=WW-&t^P__4u=2h!P3U}pxFRF6w1Mrq+7NV22mNY_D7uryAQvCG1v(khRmM1|7)&STa+31;h7A#j&Sq;|S zuKr`@PMTr@MLx&3Wl>h@Da!&jA_@w=1oN6`;Tni3M%10OBJb`IA(f>bGD7II&e(!KlSM$}>iwx1ocIX?tiEW-I54146fVt3?msOTfXDaAm08e* z9*pU$opv^DsQdY!H>!WI6c|6wHbwCf++hsM-^_CM|KmnItbzw{gA0>)cgVBoV6Ojw zTKp05ke@gi3~ce&-`nlYzTj;rv_5sv*4n{Uw0R8+`Ff&t)+h`qIiI+)GoIgJ@mf`v zu0;ZFH>`2V7RCWSUx5H=u6AnR@rW>0GXzoO5~P|{h1^6r)?b^$*4$n$yvgC(NbEUp zz32D7&cztf@~R5#4GZdW6zJXCG+jUnLx5w1{pYi)9;8-Y#`bqFZjt^-ZI~w0+@07W zVDLjDXwHaSP(gkX3wa|K3cz9~Tx0l8)wC8inEorJ6_@+j#YViEj&hv399j$5OwghI zojzoa|6S~C*l-%VJ+S#_$Te{idelE5^xs4Rg^H5sz=y)E0Bsq4PaTStiVOCfy%3MI1CW-{X{$Q)a)C}#X zOE!WcxqRSMeFoGNW=B;(n`Cat7}F8D*i39HD zvc1I}QXxnotf9hfee`oeQr|d;nOVzRW!2>3%_TJ!-JJ1w!x^l_O^9oH4i9pK3no*P zWwRWY)fFrL(oHO|&zSjEzP*um_RO-!+UD`GLbc~+^2bQPn&P9P_vBq%ufhB|JPSpA z3Rk-q#8bm8>CTj``L5*a6vh)n!V=1oB?ZbU!o+kG4J3S&ygFuwZu+*^1SErL6rrK= z!F5{&%(FIC;}>-E399haa+%+r$MVr|)92CUDD#ck43ALnmc+TgRZ(lf02$f2XqkJ+ zf8)%2cDzgY8TIzH68gI2UpQavz(Ck6&&;EFsF1`u%bm=^CD4do)182kTGN3dh;)Kc z+5OJGWyEz%HjjWB3`Bq#Zkp!^+BQUBq@Y=xVT=zJa8;dLh&;2TX8a@if2=`m3HAC| zk%otBsW5A$U$8kG*d#>v4j1I3m8^yLOM}B7v++pk6C?-3*xo9jxhbwSHxyf9$~DOShW*&!mWw#{5 zm;VX8Deb+b$lLhr15wn(IZ=}3<#8&*kN)???}!%2Sm%!(i`;P)_)TXjs3(@|;u^*H zgc$qk``xp%KW?g4zfFT?b(2+gpU7I3YEdw{QY|rkZO^c;jucldric{@ix?|1qm#yk zvF{6UT_r4+p86jVb@RL_6yRp}D+av`PuSCjWydUPv`$Cs#09546nJ8%V9B@F&?1qk zqeSMaaoUU^=N?thh3Mq~^H>sQ-le3;50-M}ER{{OaAT=J`bkfEa>o*d2X6)HGTBJ| zldE<{I?>w+7RAp+fUY@7?Q*_=X(ZuxWiu^#Q$MSJ%CB^VhsNEJr}YL>ga9dJW5WGJ zJz!(6NS(xrdBef~zGX;sgnUK`dSUm@F;%>3x5mPxM?s&s$}vB)k{xB;MlhdG0i3u6 z?DU6j0TD?YXjD6KchyegNMksO7(cm4SSL#?7U%9ovuS+S(ohXLj9|qSq$Qs=fC|Rt zfr`P24`e}dxIqUZD3dFGr7-pINaRKIrq%mz+Cjpxm9LNrVgHNZ0vh{%gOWTS3m^3l z23>nhX8&IzOJe0po~&T%-%st^6iOU*Hsk92``8yP79RD34)`QBRG)4#WmmD6{;^xO zBxNARfhMB@l&9khQTGeJF`i^Q(lF@$9X__+jRUW!D)KZ9M6?1-`}pLdggd=o^5ECK zYtCwNKa$bEm=N&>?o7V77(GBZ(+KwdRd}J%!s)&KlWgg6Jq$b&65O{KG$_}f;~rAo zY5G*xv*MIF>5@jr8CbC%-(gTm?@unUuOMTVEa?RWVUf2Hr4{1W)EooBvi%qn)>w&X>m5P>&(m28ypQKpSpVkjK)y{*=L-uwDE7^2)2&q%6=06zi`F8aJi|Nek;U(fnsbdgL1|_fvyQ9F*H{PpBJW$9+@mVV_4jYx?@k4{9 zG^i>EQz{mPka`*ejd!@+zTc=AK|JSgf)p}5E$M>H9z=3r0H^w{_j9*=z|G58f4#&u(q&RpohKZ zKUQ`R=h0oUfYNO{ME%B6P(E)`T>OwqLMu`DcB6tQUw&G@5E|=YaMVZ1J0CLT6|xl- z=;#UUinG{c#UwyZxI+&(k1XYXB)l`Tl$&GUoS8Dk;7 zabWesl*e}<lY6lU1Br8kH$g=T4@{fz4+)#Ocwc z#_7yA4R{Dk#lJ0#qV&PS7L2o>XN$Dv`Y@fQPgz#sD$mx@&bQm1w9r_1ci)-i&6j_= zqwEgn(~EYzU!WgQsTCeVgwdycq+Z3OSOV%tnvN9e^BO#(9{!4I%EIU3$I&W9Gcmhb zkrdH;6C7Pc=qw5GX(Z*18Ds6%i=+H zy+OlHL2)?bEo)hyk@s3<*!v>h>{|xQ}eHx zjuY@rS(`vVe|*h8xXZ(FzdgVT)B06Rf@9U6y9S{X91G+Q-Bnrn9M%C|QtRTU34x;z zc>EH-0e#1mu&fA|1QBco#%Ai`9|<^`45eFr#kuqVkhDnvM>}>l^6M}QH9q3)`DG3L z^xYG2^3eOtmYoJPc@w&F16#vah60UmXB4rgW{iCUvYAHqvJVlg(x>3Kr0f0<=H%(S z_~=Dl@ISF!Q*YZVl+bD`CNNnLt-^feXfXHKAy8N~L>mE3l!*2rk)Er_KVKbVQz5gX z>ImzYo_4<;yqE`_o=(KMhXX-J z7>Jdecyd0wJ>nD=S;RMs>YFq68TD`h;y+xYvw+LO)osA50~%PVCu~L;_P`C?BsIcw z?7lbK{NxcsAB%@_zi-TD)9OBY7l-tOQ#l>y`tpn`{D{M=ZxJAbwtt*s4V%Op3hoDw zv+PQ|{ug_&DO!I;?S(ghLRW@=Y2}EKswQ1xU!&cU!+= zJxS=BBo(Z|MdztrYJ}o&?K=+8jHKxRGvW13Uvy|h(q(;WnpyEqpII5(K6O$;wo0T8 zOR=Zcrk@KcQ$e}hB?wpdWIV)j{>M_Zd9K;tDUo>G@K4>oCj)$%K@|MRg_az1QRxZG z;1WUUta~!)*D-QAL6#>Ab{hL zFz;fn!ni3B91m;9dGxc27ZB4^d8A9+JO0NRT@}r8r_UH4d*ZBvd^3}|us2B~S_#^d z@YtMORVjf*3T16Za*82_R%?m~lq}NWkx6HfU#SdNY1KO)_K(|MUWP*y{buEf4*~c# zO8u;zUmc&0KqPw|g=Y!Ad=_*D_J4KtBo)oMt+gXLN;Q1cCLZpg6EopKx5TmQRRSdz z23p+-tAu+wRY<>YmkWGO3jsjiFn=IWQDSKXVzT-f57)Cc*otcMgi>jRS0}7H_GBj zKFq%H25GP6NM<@wt0*y<8Xs*SEEtQBT2FIC9?w6h(Lb;-Aw4ijN(UN$Hetm^LMr=e@5MX14+!SK@w~}>=Mf>c&KPkDn6vx721zKK_AhOXL|E2ov?cx%z<<_D ze2=r|D7-VKjClNae+CJsSLdcDLg5;um1sQmc&MB9x44s8YIV|NO9$61wR&B?>y6WF zsJY`KlGt;g#)xWbqY;2b@*L)NwLN$Kfcp)S@&PkbxtrOvn#jzc1J$#;a45+&rc=F~ zZ75aR4__W$ldIU?%~{w?&<8oVH_eNGnZBxOPrn%O0Kg}K_C=J8`B0T%6Ug;f3%XkU zy6cr7oWI|Id&AOd-!6DDzGUq<`de8jwP`elVe+5meF8PF8~p!|q%-r|CP`*j5FT zd*x=WQ2@`lcH;CQqp-Hpu$agLgl|PM!LC9iW6!bH>C&?}Xb~5sUqsc$$GKJ$84vZ0 zMf|USlRud`-5D{F9B9&%d2FK2v^q$$VhBbHDshF*2E`?W%+CqB6$Eyrj#_QCt_?JS zzW(Iibm{OzeOdpa-LfY%WYmugdr#h+{4`^v3x$tUdk-H<-nx{RWN@&!fcZ5F9oldC z4t$N{62YB*1MNYUFWPHT_lmkzs6Ju8^{$y$v~2!p0BcZmaA4N~Tm>a%B5_7FhdMcnogkrI3% ze8SYfuQmKYpd#c+1>Msf%&n4yNYDW!&M|<5U5Nh&e~b^h9u5dund_FU;+g9Dt_gyA zfPXMOK0lrvJP^GanVEUNYr({|+6*B{DDS$@MR>M-JCl%YiZrKF@H(LKuI9jGTStA} z1)@X1T0dPah4-u*bD*{2(ElMlhyW$$|A)yIRXiYivSJVn7#?u|8W;%YGW3#p{mX5^ zc?DKy&l_|m_&>-g$&(L4S&8crfFqD1mJG{pfAPSfC4{gLI;MG>B4-%OuJJ zzf>XlO?laPdzxWDpN+c<*GBoKa#rhih;hPecoIiC_j7J~YI+Dhnb{}*l7<9ncct+F zkV@-JIK5@?0ba?B9iQ82JQ0UJp%|mXmCW>RVyUi#Je0oy3+aV<##XfmNaX2^*!o)_ zvA1ws6n(C94o|Q!9ril~bLwRyE2(>E|=dT_qsAi>WmqSy0!DpvZa!l0I#!QbkKU?(@U`vRP_R zk2AY<9-!o}Q94ZPt1>Us@quJ0gFpJ4T<@zJz6>}IPMUPA%{v3W@%(d5rhKH%je3?wG(>qBNp%jn& zMjLOb3g;>ru7~3|Zjwgp3M^vw^cCPc=ZGCqwL(xu>T#Lp6avCHzBUXpK&&)XUBJqi z5n}#=BAxr73Tg>^0r;fsl;lIn?8@d<`-x&-pTtBC&&v%A$YP2My{^?jkRJ7{ivR>nnntCN zBCG8U zjEU-+giPYe;V6_O<{C$_Sp_r1q23|waZ)j$W5V&WMh8aJJqtI)l=ktN;KDS$_Kf literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.png deleted file mode 100644 index c3265e2ba52b13f44287c26c70b5d8f8d8d9d04a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 131545 zcmeFYg}Zf#9ye-F>hC!QF$qySpd2Gq}6Edw}5X4#C|WcFw)`ocDhF?mqhu zEc49MJzZVxRbBO~=BI+31Tq310vH$=vgEg~N?>4+0MM5b4hB@hE~ml>28K{!Au6gM zDJn{$;Am%RVQm5i_U&g<3apCqGFIqh=Miach_0yJj5ZieZrDb8N${6g1ra2u&+V+- ziJ!&9ppw7|3#hrVRy0r%vA*``QvE0?+12k29ck|&8ynNU=)AkvIykpGJ8ho?9Beo( z5`+Dwl?fn$Ook>&$R>}xyeSwQpi*#P0>h(*)Cp>KEvzOG)dJPvioJN^ z`o%&n%YfaNl8Uwu(Eu6j@(ZOh5CLo$=clrhX6ZM=c)>n3Z_bz)d!jzu)KpFDU_Mk% zaYraP`Nd+2k3zZQO-o8?OV-py$FmGs7rEsW$ccZOA}GG}rr_xy z5T7G(s`DW`&;VkRrgDiLie(!W*>}MzdNzES*kk^3chjm^>y$AX0UvjpOoYpwy-V>E zQS5Vkqy3|A*3Hec)IBNN3zO9W%a@0J`}|jmm!6D^?Ed1(#j)sw+rfSJm$8Gd($~;D zS@Eqm2@ID0;EldAin#`h18rs@W( zC+mmAri_f|&cr1Q=CVH0M?kCK)8WH{6-}OMp+5QmlJgLR zsIFfNCntv@rQ@)&!0elTP@wHk3{K5rBV9AZf+GlFnu81IBaOvP5cnfrf&oatf&-~h zQIf&1wgP2HphkOXYltuc(Q2Si!Blf#P9c%EP`M#idg1M1zJsavfVIG%L$csNGxc&m zf>Dyf^$8pQfG8DNi3K-?Sr%gdjeH#tm;*;mBo(Mc3iuMJCXAnpRzgq~XqhX1s9u83 z3#k(bliNPU%ns8T($zx^gre(7t0A?9pVj9jfRpHr*j91J%|OBKN#B-g`2>J#?ls$@ zyOh;H>JFw-0HX*|5;@8lQ)ExXro~9|mlB3ov{D!-K~NzqgPspL7SoaVsaUO$J*~kG zEi0CuuQT<2XwHt3Rz|zlcgahQ3p*7_xLRAhZ z9U>UY7+U)kX$a7-)u5>Oyzu!XCTgh2K;2Nf)~lv+$@Y}Q6^bvQe_O@Dlw18fb@b2C zUd$cW?N2*$yP@{^E%NR(9h@657ZLJ3H&^(Vn2(gNG_R=dxW4fu(##~>=pyjeeF!4B z27t&oHti9 zXBN*tocKpf>dVh>>5{PD)(hGT+>BY5V^4+UNDgAT67Yx3hGTwb7tqXL%^+Dc-D(|K z9&sL#9xbv$;X>lJjiIG_ry`{0vo0Fz4x#>soA8;~jmrI2{8O?Gpc9BNMtCWMH(xVmh|EY>oARc0l9>H?ZXY67K0 zbsY6X^#UE{(yoyp8^?hn=nr3Pg8b1|9^(%$# z5{&YOvNe^bJSo*XMOpRrvX!c51>{Q8GOVhm?>5yd9*ye92*-@a^mm4L=0y%P13(`+naG677 z&tzMR=8G1`^x0t9vX+VJd!d2Qa)^(J$5?BeRH?J$PUGq0VGN1%f%Kdj4cZ+|bImd} zYnIDaPwOKawEdRd^FCG{CtxSY3pxvSHZnFEob#Mq*27I*O;$F1)|*SI%MPdaE9a4Pu7UN4n1lFjs>!&We+WG zgKihI)Ure-ce98)Gdk70T)gr--Z~;WUwr=f;nM87P*RNkK44?V&@ z+ue1KPZ`(XL`7bK4f)T5A3#V3#097Z#01F%1q`}Jz6`PtdPm+x zGsIvHX%1FKx1&{KO-5XN>!JAdWsXXQ{#vuaXxco_$IxJ>azH%d21`#Xujz}?@Nglk zbgFa=r9r%5LRx$mt7xjr*iU2e>+?Sj$=Fs@ClsqeotXlI4tt4CS%ob{iN*Z#F0$*% zyn`+WYW8|p9qy_fTo&&Z92Ug0qO&Lk@+QAb8%%fD5?J}3u3w$sTj?t+Ix2(%QgakY zboV=~hw2;*a%uqhBf1&uarypm1%SBPL)dBiDs5Yr^Wr_0(U|?=y{nsNHDDFB))oCG z*GEdyVNyksK)JJ8r5;B|T34GZas#D@?4(v_Bea#o;!~xShWz*JuJ>b@a^yYy4ZFzo zCDk0wnkxN2u-(LIh=qtDAHHK@u)UVXHxik-+=dBYz)I1=a-7T#u z2e^D4K9*m;n61Dxb5#Hr;;JRaTMR=ci;Kp{|)tcgEcm3W53xpj&F(Fpt zpK(`tXdk|)G=#kxHn`aC8j6d#h^Z0R1q}OMyEJUkJXs8|otZ^V+GJ(p+z{fs*B%ZW zO81TqtB3ggeye?HygD)R^L$hGQ0OD1vMGUuAaPSb`!~aakqki!;ez?M zn5(Hz;;_Hy>4*0C?P#6}82xZ8y@1izx(^}mG9@Il5&(-8_Qu)C=LfU4qQiBGKDZ`$~(_xxTA8(-#k^8pdR3&)}?Bh&{nUkyz(Bu!;y!DvBw zI4}rsG%!d|4jl9W3$p-&`d1zdj1rWBEZ+D~Fj!EE2Kp-GK>SUG1mr;elmAyuVP#QC zNl+zaBS#YxTPJfnX9Pb}WiT)Z0SgrkXAM~yUL!jjMgwCzLlZ`K8+%YqFfe|1UQpJ? z#Mywv-NxG1iPv3#>|Zr_LHWOmnaD`~RmIs#fJ{SHfkf2K(S(GPk(rU141hpFLc;H8 zY|5+jRs28fpkD%H=FZOcyi81PZf=ZjY>ak}W=t$RJUmRytW2z|44@heP9C<-2JQ^D zPUQb?`f#;aiAZep$Z)xrj}s-U3(xS2Wm|JBX^ zqWsT5|IMlDWa21lX9Hq%2K>*q{D=9!iT`)Te|4$xUtO{>|96-FMfoqzzox(|?`Q$) z&ET&!1hDWk{jakB)aPgVYk~i3!T-IR|0)G-Cjfz;>7SzkK-iLC8U_Os0+akItl|!S zssrtgF^tBzw!XgpX72{?+0ssYZrdwj-`tPl<|cUV(9+&cK)_i2E@zr*ZEET!%8gbs zlCr*R@zGvfEZxTYd;Y{tFbo+#Ef@-1cxy;(YrdQdgF-5pxH({kRagiW6$(`TS3*F7 zIw#x$g$NPoPeK9*_g@L>;b+uAswuZz_W!E>Hy0^MWDI%mm+$}6(0?cp0uX(VP|u8s zF#p}wzgs4U3chj(jt%}_oeAYg2;pQ4ZHCN%{rA}Z)uer}KQka2HQxSzQQ&Uj;C9gu z+ZFKs&w>B-D;gDbaOkrL8sq;lrN1ZvMBoPA5I)#akpCI+|0F%1L1X6@`PK&wF5I(; z`uO_9=JWa(2k?3RLCTkzgCp$^HP@&EQMrp zAR3jdoZstJm`R!2#fEZjpP0(4;~uTX;M-?N?FRG0l}{aV*?>24PQ{fke~<9B7!K;8 zdWO?xT`Y!3FqcF)P+^JLfZBFVBay)g27!p5TiRW4Ie(wq(8MF8! z3K2b!)hm_7>@$O2YgQJ(OK!U_BsZaWayk+B=CD5u#rdO`Jn6naEG8pG9q^lYkKgAx z5;u3g!TZj0-jTuf2Wqd)UNAhNR>;}1-w(B_<*&ISp3ue7K3N`Ca-KO#&@6wz@ywrFVzq*^ypwZ5j2NG7h?9 z5-DA1=hsxr)uvaQ?R-Ovr13#V=3inGU>EA&ZQ-rZ54YW~98yQ2VzOwvCJy_FD3?k; zTdCm3=ebT}Nwhd^o@#rSAVJsDm1>+=z4F9j`qY{7)hSc~pL-dLhz9rPi(eIc(<7Q) zo{(=Yw@^t;I%8Oc-%Ab0ghCqM1_!PZ%&1MS3sf>k!CR9UBy&YVR2HvE;h?@i_1yX+ zV9|fYn^mq+Fu3C*nZL0*Mq?3ie?AzHPGdEpov%_&&l8W@A#b;sHLC&JgSWWyhVuMy z?}La{E|#ATd$^#{S!uwabG6oHH*MBoQaZo~hQfTBN+ff$!&mxfrm&Ei9;}Yaya$`%o)yx1xsJla z)01|5vF#4OL~3v3etP~wyV-U+wfw!ir{7)jg zg;G_veCy(Pdh_Awa($!+lvE0UP;ARipws6iS}u!U^5J6hfRi#8BNCVW8IK2Hac8*s zZ~b@KiTZfGaD9LmjPzL~wKD_(bAAX8$UHhnEzo%` zJcl$;{CI2oL$N5*B1!x=ZC5Zn#3m$o)KRH=_cqGtE!bj-cCFG=&={c(1KKB(i> z<{0GjA!}B?Ok84M{X(@~_MrS_=~M4U_GfYlTAR;6DAfH($|!v0NuqVtHXH3`<%cYR zQkkO}=e-dVUbpwa@Ra1#l-7DP#r{EApapOK`F6hT`U<=86v^sELb06E!Gun#CbwNX zc2;Uu)q0ykkmsHCLmH>eMA~UsgYy;HL_JHV`x6tJBZtMs#+&o*KC8V;8k$|Vj(QKjGL&lr?^`F$02grnGQHl4WUq8{G zr!J9jc{Y+&7e6u3I2Qa+DKb{nsxgL6-?GWQOK(zEW9$}L-T{0`Zu;s-3g-iGAOm+^&aDrmc zGqO7XQQXhotBS22YNglZe5o|T5C(s)T3WNtxRA|kVk(Wp>M)_%t#eSe^ZIuRS4`g# zNQtsrFWDc@wXzjTCP`V;w>cjb0kde6Xs@~|9G#y=R9Cuu_{6Rj=6Dd)lj2bRzS_6= z$hWE^QFMQ4)MW6uDYCE)MErS}?qDyCSKe6TnG*ok2<0IrG^Ef|xP&n3v<@=eYg>nZ z&Z;w(k+|QRtJ3|+CF5n0M#2F-5RRM4+h8%Mw4@!b$$Q;xgu$SNK?}UVRu4~Z0crg} zFqt)9X9y>SN=sF(jz1`P1JR%O1q9$IwQsQLRq!$vi$y3^|B91N@b?~i961YLnUv4?T+1Fh=JCdExgTWQeShS8}Mmg`JZR`UHmWU-la zOcRzrXa>!${|tv8NoG*9oUPT$rUr9Ztptll;z*)X$`%=%p964+jpO+}5VShX!P!)F zZ$1SJ5fKsHUQUy*beJF}(P<~^r!~8rs0DI%s8uqJrIrOhzyd3y@HtEMRLeY58v{tk zlGykNdA);^nbkTy?-jPSn{Cu(Q0`e64NPe~8_bUZK>jFyx)O_o!MS#Ic^941ymW>b zWPHvtezID7^Zm#p&RM<|{EJ_B)gcwb$D7r}neAJJPY~#E1c=y-V|Y#Cw1Q(VYTLB& z-v3y2;9vnc@0zen!Tmv6aS$GdP#2{%;^h*V0XjyM``h_L z&m|)?fid`P#60z8Mem)wO2w|@C5BJ&fChmd$-tYrkpL(aa^07juiRZ_MsS?40c_Bu z!X!B)U^kqo?1Gp3YT14l8;v(%PL?@C?aE=B)a-1Cbn4YbP8|{h{rw3WS6P{Q<*NC{ z9Vi1?a`jCRrj`0cMRMuFSxc^+g#WNJ9{fOP>cfKj)j;BqvBrv6!{*jC_psg~_*rE}F4 z3;nVYK^=Zi^lwWW4h-&*Za2TN7?llBYcy1VX~j81x1m!087Jxnn{oC1s@=FY(9(g$ z=3ZpQ@9>9VGN;|D>^Two(WbiIjHL(n4RTbh+Qh)9x<~G1w0Klzp3EAfZktqk(|N&z zH_BLCED35X>f*ylBc zPCKnkt+H<=kE!odzszINAQI{Kc5y->eQTlnNNmnqtJ_!(c~1n~zUKVIP-Oh;HLT!I zHK}Wb(kU8ryC(Y!{;6Ns`T#^zUo^0;RB+tT)yhkBi#leL25#8cmMax<;vvpOv;)vB#P;Pu-^WBa1l zAY`(Pt_|Syv0BXwaP;f6II(^H{SuHT5hGO?ft_b>u8veMR_6ly?W@ag_U)o?9ut#RKi+550r+ zG806t7JJe&qZsp?B3bvF?g`QKE&xr(L$lBcTXJXSQD^wkuFtqj{Fk3c$BkB&g0TSN z)52+LMY180gkX4dg{!;)bGGzmWE^%NW6k{+ry`kSy-|q|6W)g@9C8c{V<-(g{!uQjD~g2wUR+;*1T7msij*4L{U;KkimXY71y;f<%PX&+kqZ% zX(e3VSfQ>>F@Wz?&;kCzU^qlJ*(kuwt~Zz^U)TcAX9=C0DD&Ai4rJW@iL{?T=E8Nj z(-m2DONM?DMx3*vGY3tA&G4s?0tisQNG2y5)}0(x=XQA9%tU9lA8z%EI;Z2p&>wGh z`ADB|Rj4obk>klMXXFk>;n5CC+yG(Dl5u-KLr@!q-Zt2t;pt6pmE;KLQ#ROb0tWp5 z7%#4oFq25c5H+5;wK?n-mDwTOwu)Z_mABiN49*CFo+*n#J>_4_Dd*A+%DD8`H$#hueZ(HghtGdk>hX zE_h}Kd~SU(4x5d@&^8n^7!z0unb;q4nLOhgBNMbJwoV6Q3seqIZNhJ!4c5!7dn3Gh z0f8B2q`a=D+yb7jKn|H+^Qj(ixdV762X1v(m;Npy_cAszf~7XwOl%|7LMfAcYHLe1 zp|d?qvha!KT66K)_-uY9q9?6iRd$!Z1Vs#QXt(aZHhe7;=0xKAv+jty9H zI$aq^3&~g)Aa(`v)P!f$wnL-h(*Fi1dfbGz(oe6RKApvqfxIq~SaO9tca}mOhq=gj z3hAl5kQ+=CRtzkSq8?`u8J%C%WC#wLYxM_Gyd;k=Q-1zw9yM!`4@6wSHgc>kms{)M)u}zR@Xdv)WLk=T})4 z-is>*344Das+B)Wc`wxLIB)6s@ebK&F&{r__06C^vImJJ~xR7k}DrK_XWcl-RyE8Mgb!Nb45gT3t?hTV#m424N>##iC&6 zW#a^-kJvcOSJ!_T$XUFrW8;;tTqd3hf)X;SKxPB$gIi!DEFL2p0v>w_#X@x7_;u3D zKO5>7;tyyCcR81EFH@dND;Y8HQ)wQ{r30OhYHoj1d(_3)b%KR^jFOw zGE`a>bKd7}azXQx0?ohM6WS6LVh03NPZkXRUGxvOwM7Pkcv|3qU;oivf5SfkJz*fA z>Hp{Y4~+5uug3qJI;j7Tv#}X@w4C`Tl%owbE%8lYRYkdxT!>b-^Zj zp+^kxCV55tM~eSGm_3sL{@ttqedocLY$218r2HKUDW!nGkP@{s-iD7JaKYTC!z-iX znL;{&j|1YA*~xUSY+ChFLtvFvv+Z29pI<+7etOs^;v#G&T^#7Am(EJ<<|nVL_}st2 zjQ>ERm-XaZc9AITAW()g-)6O0IYlnhqW{^Y!Ez75v0Ncwe>`2{ViVs=4?+~y-90iF zblv&fl!1`XMDb{%yYbOD2&jOIfF6*;n}mgxrjhSwZXut+FUw`Sah-B(ASaTg7JS)L z@%HxmRNsfTDTpqx-Fm(0_kqkV3$Wip74W)$ZC}7PGTwZL^hNvPyBO{_)VJB`CGB>; z;lv%|Jw%K4e78`!x>=6^US=)f)PIN1bu@Q0>swXNFX0=?*z@IOb`wx&cCI>Qri;n003TYCklz*U-T1WZ5+%xF3yROe+oSk=iB}Wd{n@t|xpRFDT zG@CppVVk=2k#u`KR8_C_{?0{a((7sn>1CHUy37Ljh?|Ffe(T4pNN=`%N|UkMY&F8r z>D;QkWR>~C1swnu+S7nrU+ONo0F(Y|KCL zPQ7~-=aFfoDH}if^-fT?*ynS+^=ea)=|tLzvmn6l9p&x9&u?{S)X6xAY)Th|ET`G6 zG^DPrtzq;VB~ulY?+(Tkg8)qB#1h5B_s$oUZeIb*jfzyM>)1wGoi^uOL~JIdJ}7ve zYI8uH=U9=Q&&yrD)4_ytUogBonWyaec|Wz}&M&}D>veybTx?#0&1Q5D28Z2rU?4Q2 zoYA2BlvNg(*WJ0S!|q@qEDEvGG?`e5PrEDo!^38(WLxo$-XBhW@7vfqvr+N>^>xf$ z*eJOVaLB*VIt+eyd((J;!X%LZMt+OUDkmO~CA)#0$`Pvxjq&f;2G4mZtqx=O@ic*S zGzyuo%@=D$a)f+k*WWGje_=vFKtS9b&lQvSnTOy`848oRF@Qd`SmB-69OVV*Fx3$x1Z=#d5ujpnEdu3wtVjd`Rri-(S-r<<`(4GJDfIZhEUkFg(>2M_1TYQ`Eeo*zvdT3i!=^9;YQ1Or8DT=+s9#aZQPgpv;3>w zL8X-jiz8Atv3aY7f~a&(#gOYgi(kJL$M~W1?@ksJr*ecbA(z_ih@XwF3_;!)4)nHH zzeMELeWm(SFM;`5%av3_GNmkDpg0Y4`reXId_*={fc-OUA7QYWbi2imEU_1hwNmYmRs=uC)PK`e44+sdB`hiYmYfVuzbrAHlJ(1at zk&1ov>?*<*`B7ugU)I)PcBVYF)l1FF<_E-Q7s*h6U6TmMQEWGP0l2;M>vXzCQOe^< zk83x93_wQZ>pxxCg67hfsH8M_i0QY%ZR`7O+koR-DmHILV&MDN7_9k)ly9&y=XE4> z7*_ZB%kUKq-T}nG@3+`vvS^e)?5xT)J-&e!7QgLdEAH58+>t~tYt52TjQbJ=i@pSn zu{Q(hs-ZXWaEAGLc9;0&J(}m;N*~*mU~;8z8=bm_TX3g zlKuAde24!$=7;p9(?B>qOC$`z-A*Tp?|`6~Nc6#NY(zxjxDG$_ zr(fZ?{iQ4s51+EQ-ngN%_=BlsfKyFm@7tX42Bob%yD`1tU>s~0{^MpnpY}k3@ z_`lJ8BCoRBGOW2Ns9g3sa{#+$8 z1YC|C9l)%0n=RTsbLMvgyxrwl41Y~+-aGg_WZ6X!GX#dFPCFHZXx4~|Co=_(Lpo!nj!y|Dar)%UIQQ+F4D%_W%N!7~Nl zUIhthC22N5dv!J_j%G3%1#}%%#T!p#q_!SfhxgKGHBg_eG)A=5?}9T6kT9d*b$Z-{ z-k+~a%cgVYg4}@eRSjSUzl)SCeeUC)zPvu`RO&qj?`_J@l`=W~!ANS_?#rB9$#hBv zlZlLBHN9W5Nwi6o8#pyj*ZU?MM~bvMWf;lfYWE$%u!_Hyz-U>g&38T7Ns!hO3DDf*NHGF z4rY~?6jG>6M4g^DX)yN}{e9?0M<)9+xbqMm`xQJL4>duRtxo$B2M1gnCd2Wm(S(8q z?SA{GJb2vZz~`tG%MN#kQol{zCp|Vh!akcpgHw`i7EQZlL$1TLV5By9Mh>> zrWf@-tc>hZjlu6(qhOn?Sz4&qa16$8qsi6A%6skXR=h_2GAWvVhTF^rGb$@B4u}Ir zXS{Z zZ;&Ap@nzq2v#SlY-#fq7y!B@BWCq2jrNJFaSMAtykQlsUo)OZ?a-Ck70!DMzVa|Iv@_e?I;-8zuj7LVOhN;aL{ z&?*$M!D*4mg_yVotq14mQd@h_fGuk8D%jO1PQ6V9-g2e|Ja1ZQ(E0sUEYUwzl39F8 z1%#99g)IA#d;|oor;@r$^bGnekw{IRL4YKkzKmA2Qkbnsu7PFo4F*ZIXajxFqojel z`BVCL2EDearbo9q-N>+E<)YaY7kt$;SQH|KGcAr1#ePrP$x>yr5&=nf7>+XK>d!7G zGm>}N(?F?Y{!*-@u|aw=VB_8ViTYfX4povw`zEilg06&rA`Ks#KW6z{&Ky6=FVo(k zpfD8k!!2;y*VmAUxe5>bYn(mX*-w!KXOi1M$$lqRpF#SSo=F`jtoNOUUPL zkpWBg96h@%X>mGA-?tUa5V&Z zi1%dmU&*MUt+#3GS@7Rf?4zdWcR?U-1or5$=j^I_N;cRwxtc9cQU@K zIKCP3>gjhPF!>#u_5S{XBX}`sei$3j5MP-G!s&{#_TnkRm1Asmcc(3VT{)OklV85^ z`n^Ly?>_Xy`VL-2(<_ivrzM;Y85c*NEz?>cG3Yh@9&G5REhFkK$7TYGvM>N8e9|HN z8oQYR?xmF9V*MGf`}M_ub0kl5%AjDc`Q(N`a0(J7ScgU=9J)Y@8D&kD#z!ONE6>v#o$s92w8u*{V7Y33<(*4V0js zw-*%mZT|R!@NW&~S4wGp5!u&!Bh*J5<|y(M0y?eMwOWx?+TC&D(YHB2(fMUpH}gEu zE!P?-R1JhhX9^_e#J4z37G@iU(GRD#nVi7CfF6{7Do7g}Q>j#v+~Z2bUb@j_n`>}@ zyn8uLvSPQ|$H;FA-`;35yed9(hEiw{Peqf@6Y&v zG$*CDDGb_D3`^RL)>U6ZV{;zP*?w^76ei*#k?CxO;5NvWto~5UvJ6P(aT4da(Czfp z*)s~ca5g0>S1->43XILmr@}*nFu7#Ix_$kYhdhWCG+DNMvO~Z=)AzneOFOCFh*{9B ztUS5#CiCJno_0rn$}4npFp+b}l1E2#G3wWSS~_PU4f~0(Xqr6iI*=Vx!1M9P@y)3F zNfV(;=y;-9#dlGVKpRR2g-96%2r$~LxD`aE&b&QqzM(y?q{hneopCZCneR^uB z-t?{N*?s4cMWx$-t?V}*nJmzlqp6|pl%>o0E__>Kh?_axEpjA_9 zN+qAQZ$=48XaYmZUS00WGJ&^SpOWc{v2`FNf3-81OY_Qa2rjtc)G*#)chLnYWwcp% zV<%+}C0^+f;i}T=2#p0+Fl&~Jqh`Kc^A2T%AkrN;mPKxMseXeQ(ofv8tH*!|2V7Ly(+L{rZ}KOBf!Sw4_JN>8uTzUH?)cjmwRa z?T$tD?A8cPTYyq7tq4j{wL^B{>UG~JKv&<;bE+n%%;o)3vCbG?tJ4&Db!_t?DVZmAf_ zv(3)bGe&?zf?^&tat(nq!#AbknxoM0%>d+%{d}(UA=ov$!<`g#p8yGU$$P$7#9(|2 z6TbG<&Hx!~#C;?#2uVgTrI=zoFkJQf_AK1)dXbAn{|kH;vQN6jy_RgO;#95s>MAaT zyHbn&hI18O67=Lk717SR45o6kMzL^+h{&ri5Agl*GBKhSVsAK8dOV2F^<1eNgvRtU zofOjxe2_g#9##Ha86H!Cslvt@C+WEL4_a(&xO7t4;56kPNv0_U68(X7A_Y3&Dvn?bW6TCIGfTGm4G+AzeivKs@}Vk} z%8ZvI5G))-8k^IngcP63>bW#e!(sl3J5#J|>Y>G7U;FbiejtLT2zC*dt%wS)({}BV ztf1dVVcs$c6Eff}HwW|xEMEJm?)WXo_7ZliqUZMZbXu$twq-~jH73M3Mg{-<`J`k< zoM?~JG8ufTK&RbTl%=br9T$^HO(iMhK{0EsoB75^S3N2_##t>_7X2Ix6A4jQt;U?pi{s5r_*;mEij_*aCr2MI?EbsjTjfCWGv|p> zKKn$XNlfjsMspfS9$ih(d%nlfsehta6Cwg_YW@m`pK2gH|0wX~iXVd&$4lH~M|Y;+ zr%jp%oODh0>w;``>neTJn-5!LX0LL#dTfrcJCi$>3mta4si=Lx6Jqca>1sGFqwqF+2=T_sk~)KfwbFVn z&+H=Q2?5nqz8#NqEt1MBbuQ(G{^zw{ot~~SReCG)l$QG&Ilhp1Eg2)Dm7bkGKOata zFYmc{P;`bYul9*W%o$(q3?QcQI3**Cc4Wj6A^MdZ3N5KaNxY z&374E@52WA(4Oa?rNJPXk>rkDcKrT1R3z}3Tzo1#-VP**5+oRGxFk!$bZ$Kz$Pf^a z%s7vJ*N-%f)*Hbglnct5;C39jtWQ?3?{%_ zr#;MHt`cRL4H?K6uX*_RRrw2|{PAk{X#_6~DKd`pj8AcN;VelKbuj(&(GX>y-DX#Rk$Hkjn_8ux@{F13!pNP_s#Eo$oFZK(kDWyW#;ca^Q+Ko^#2L4(6jJD|h1N^%)DOrr^*pi z2~_fm!dNOxAkiUay$N$DD+WCSniVy@%%FG!*2x=jni4k71BmlCdj#w@_^mztzFCZl zTmpE3@_|RczSn>B2#=&NHII`)LqGzj4ZkBh5f|3I9!3fH9jy`ei| zafOkucdYS&#GrR))=rFd7x#!s$bXti?s@5>t)}W=dP9#9=-6cMbB7WAVJ1rc;>$FY zj9sJf9MNodx>TFKQ`1U?^U@=(x3Qw9>155GAz)QxC}aPFhF#ELX@SoqJkeT|Uqw=} zb`l!#xi<)wF2))Rb7Sgy??y?{^?egF7}_O(PlrklHL=aHV2+@C zuzF%B=!LLulYk&0-|JwR6iO4MsWOaiPi~YEzxe7sKPY7X^UQvhrrOrNfO)|Qi9x4L zhKIjL8Y{?|n$HOp4a!#>Dn}BIh>Y80JYG{WM5h<5NYZ7=*nH(yvm?7IlvT1;KIV;I zgI~=c0rs0tcc?xs7#qJpZvjLE*_*hH4|f%vD*dF_bMjSJ5(VwIgx8~8((H&7##y0_ zeh8Zc@g*+*koi4n^|^OQxE~|}bDRQJSB3-Oy=XHZ7J?wi_cH2NeDCH;b8b_IpE1z| zRqqb6*XPT=3eEhq=OM&er^T!e>S5{UPOK&oXYA;apdg4-{42yv<0y60g^7TjfvDp9 zuAJ!T5=6H6smRv)Oo3+vQ;`YOn$V!1uJl)S123^X_IyIi9mO&0sT33WYqPqJQPY*{W4f&+^YM89+g2%M|M*d+u0gtZ!RlN z{rH8j2VU=Yg5YsVfydV_LIf`J)yUr!oy;G+F3(7+Ww&B2{sPpsyY8tgP-X;rot{RC zg~|_Gk-g?)yq0tswA`Z5%N>>&=_Df36=$WiV@RZ9r9G&PR*O<5kTLfCp)qQvSxZ(< znH)~cJZ$6=Z#KyjObG2t92f1A9hOn z+NxzLO-b?01|nJw_M|puQPWBrQyxZU=O@6L22*ZXf%Sg*=UHvV$%AJ$jyXFwWE&)j8VLTGJ)cZJ>am&;i<5vh`1klBU zp(O(!uPh+!f*0?<38nq$#Hv#Ii8he9ycRE*OtTM(wiT7$%7XC zJ!9zeWN!(Uz(?Pvk5%x7&7ky+$GYde(D`Vl#;hKA%56{-AHP!wld<(XM`N1I+R!U5 zM9NFGiAlFZWgl@0M|1lH+X!47A?@5)GC>In>)QXXw_EotJ9rTI=DmF(A9=%lKID#b z+3vknyS#b_0z4!@hcnZ&z|Xw}NJPg|b|+lcJ1vXL$PVzB^U@JbS{|MK$ogRF`}g~C zv6R^+vqsD|`kpmhH)w3Y2~>7weZw3~@Y$d@VkS*5WAQ^i=Ed?Q>#t5%(Jf&guMwQ~ zZ!dSC*S{Ci*Y3O^9J0xJy{ay_6oJ#($cg1Rs?)Lt3Csy13}7F=OUuJ%S{q{s?j`vP z7zB?7v~(ATBDXf)FPiVI=(O*R9zU6i&beTwj3E@P8YG>eG+>hlMu_(NvvgSAY3=FA zjV?|%F9ThQD(^i+FCSwGt#gRvi3AmUms`%Nb>BusqGh3mzL3xp7=(xWkfP4`Pt?&+ zWBp>j`Q-$oEKFB-Y*+3)5gaf)2#|{OGw1%7WN44`m8ARprT;bfOb%QY=r>}DSb#vt ztH^UfdyVlBahotny5MU!;x%<7+^o;)@GmplsL+$R!P3#cRrv|`ibMF)m>S(Dyp2AE z%|dZw1`IO|_JYtFm6^Pa-6i^LT2+&X*L9dds!2^;zs9@3q zt>(%mC%@V^K9=b%0^@3jAXl{A4cN%}Q$%4N%qBUARGLIEIb#sY8tN`%_h=2|Q8EZ3 z@wtAQj%DQYBP8vIc%wt2^SyLPC(?_*ELY^q94Xxkk2KzW+Q6P}l!nzaXxSdb%XiqN zWDQ!3?3BGL&aFtI(eA1|)vOkbL*%1~*TLfUjNyBaMGpOfw9N$iyOrK*xF} zp6~5!49M{N6Ap>VkS|A6_!W<vzPVW=$_?3??ag4M%?O;4r+^?No;#*oL)M zKgD6`%dS#T%vrgz4S6}ljlE1Gx56^k`iJg!u7RZn2~OvQYoFR}M%SA7~2Ve>Du zNKPBA5;q}j&J$=+94a}2y&M=h@hK+LL}~*Fsoub90-idWq8WN!p)TS-$9L`7{h`Q& zu_rj@$Du)z27IY0IvOBV3JwnrjQIL=b#C*a+A5=YmV{7ut6(kfM)zHOTmP~iTQ%riLGf_TT=ctMweU~?svcSYRU2bgcg?5nYa zXHY4RNN~boE)s<|XQtc?@k|o7X!-`v5bH|$qhE&LtG&w@?{7JV3W7%LeG^k4IZ{>H z8*5X=ApP-~rFKBK-aho)F7bw2sM%1GEAXzFe5|sMMNQ})LREdlk$qwOnw9p&YX4KY ztEEBJeQmPb$61OmSHDnpwO$qB_|K|8KRYhF>bZV$jzY?5S}t0Ai`bv6<;h}+z*o5N zV~dg(vbk)o!2X1b3HmRu0J|74tWV+*b|19MR@-=edUa0sA%T7RQsB)Cv&i2yUK&}| zBG|tbMg2z7W0GyQD}wd#mh}TBg?U%@p;l2zXrwo)XNO_xKD&!AJ`1ReZ?6bg&xJBW zn3=Xnncm&VkAg{Xw`rM~tym4-=FpcjOSshH)qgv&)E>WdD8{o1CJ!tjFeN?$Z41+87gc&1w~+_>P3CXg_sSuwx5T7jxv&icIR9hSpW|f$_HtoeM?N!;~ zMZ>=9vD`u2vblcMIIKZHtX!z6I@!N-gBJ1Ql!yE{Vyf=Up6X>1YqxcAz0+6K>aGb9;dn_X;q3M%l*3myDZH2HHNTSPL~Sjhiq2zSw6zF$9eHPF!N6 zOSe{CxzwTZolp~P-Wb_D4FfTlG zD@(fEaH>SQ^85>8GrjSgO+Q`8pD+q^HtZ}gcoRfEYJZ%_voLh`5M08gCEw=vI0G$f z%Qhgty~8sCv7B34Sc8XYNFI*qygZ|y5+&}3d>G02l`16l-6U5g^Mq0=g+Sjg`(%^U zQWGndl(X8$NUTrFFcG*<_Dv8bVZJ#U5xi~9GKrv*mBa%lhDYojZE(ykyG{592p`Xc z@^dF9X&eTN-Ab`g7WP(ZglR|JC}KxA&d^VHbfl}^u6UkuCm<#{$>q&A41YMB+9*$= zl6k*8=Js&-?!F%l7u3PpDXa|%dle7^`u90-9phW#=G!_A?Z!QiA3`uVZXMWCBVPWX z4xXd@E9(V@=mD)K0JM9j@FR5b{TTYYF3=VLh_rw0AAa{sG8Rm@66D?+nJN4hX2e!l zASIAa2BrELQx4aNs}Spoja_hhYlCRNQ{~}VkT@L4Qfe_>DPB&L1lP2%x zjPls@Wkx>AlOeoh4pfILv5 zUCk#M&s1rQBVSEq;^pz`qSX4)#G>E!@^s?Y&<1a2WDDj&HkTY;(nE#%JZG^pNp?co zyK94OqWpJHmpwo$;tMJ477t1*uIMSGy`xFA+&&z#F|xPiR$8f}PjqBvTkGMGdnQcn z+HLiYAl=&(Fqw@@7$n{LfgIzhS+mVU?s2%Bx&9gYs?ibz?R+l13L8L%8c;B-IR%>g zNF|MF$nD{Q&8Lhvnqk3CCI*!}s-t#g%D0epzbJn()y zs*2LnCBAal-6tDQZXn=&yT^%kvL5!H_G>Z3vNQN2Oh*%teI@G%V34rIYEuG<<9_YE{f;Rlz$^q}N7Bh*aXX$a;j?npbd$OAK*`PUh37g4U zjVbl9Uu>bg4F&hJIs66U+11CK{|WGbc32F?bDf;EB34E-5a?&H~^sacy>X41|nc6{G^olcxN0`0uKAEmaimg zy^vj5kx1zo8H!Bui_hbE)ExuQ@j=kCn!oMsA~Ta!{5`F^?a_K8Eww_rbRYXC)21iP zSpy9+m*n%3hhet-xW$VglGrz zX)B9zOj_01Uu_OXl9f_YK*^hBF+y%fsGQ6<=gY(He-zpzXDVcAXQj;Ds=X7dwa#an z!*rCk^~i}Ij}KY9=b^G2pxc`mH4bOd$2(omTY)WL38X^nfh5<;5$TI3hrH zs|*gXK*D`Dd@tzo1kq3B1hYv*;U6EYYn|?c#_vdYd+@J#(y9ggQFG1>SbG;=O5E@dL&DomfH0h0y}LsvW-7^jPOnb zZ+dk%f6)LR>Sw%rqmEScKmS;gO@3iY?hm&ePe1LYd@56-QlO>+YIUr>FCC9qX3(ru z0U}&AQ%xX{RQK$<2YBKh4xaC9(i7ycp{BD}eO&&MKAxpP9GahXM|8q5TM^f!DW$w8 zzI?`ZJ)R>uy3pk}0J-LJ+RWFkdJC887A5MyX6^J@r!|n2SetPJS#vX!q8?~N!s2Ic zh-VkCQrq7a_v4C@PH*?~@-5Lv^+p3G1GPGpU#s3LnVdFrE^C}tr%PzAu^8p)LT1nf zaw%dmeni|hyOe&lWTv!oxtKX(Q&S-ws&xmGmdlWg8)5SgoX#_ArUMES-#5kSaFQbW z?5=T7i=B6o)tVfk#Ge7etb#@S)l@Pj8<^ZGi<)a#&lMMjr}w^iL~$Bq1EAM?e1J7< zd&Hg^FC5iX-5Vj${*>BPy{;yzv|Aff=MJWl5TO&mUh7FTUM##d@h z_ioNQ0e!x=y)r?7m8Fa%*l3N!3pe7)NwJx3r!*Vcq0VXR(P;yUu$SGS6ch6DqbxyP z4SgoCfe98_8bMfr>|R+A=l)2B;x?^wXZ(fS$9SL-gC|C9d*6b@;--vu~5gvBvV0 zyD*_R!K0E6iPfk4YcB*=?;~eraCNViIRvP7yav^8F?Lk!y{zvuW$(zueG3WvNe!S#we^0N{8pdj^BUL$cO<=JY^Iv;`d&u*F9Spu;%nW4U9*8cs7r^>TFn-Z;CwS6>2|Bj^b@vzqss;NOEh-7GPa5X}2an{@^m(#UnNd&nEff zp&EU%2;`RQm)iq*7v=PhUyP9N&iFeYaMk57wu)pjh7w0oAT;u+TC7OY!69O<=9%`Z z&nE8QhDR{)_!n!wJi}gU)m}*(zu-B14gGdO=OgLdu#UVpt_TF}Dupsya%&b$@~1i- z&c07-QPnIX2@GL6og1O*J`L=u$)DW5@;N=nmtu^plIOtYz3YZ9QjaiatiULfyDLAc zdY=r+ek)^fA?A|9$DsssSB2b9$b1H)jAcZ3B7bkk%S6~m5k{0; zsanL>t<7_g?P#SS?2(MuJF;b;&aV-9Hz6DL7Oq0OHejfhfT6#tY&?9(UpO3(p)?rY zsP1~_HDsTsig#iXe_*AUX^!1oPSIE_EC&z_Oj>k*}X`lN}oR70veM5G9oDHWdX_N+W1Eg>uy2}>7JI_e%MG1Dxf}(n!P8V zHc>iztmUmaWPbE5v7eM_L0dc@DGohZ)pF*y7dDsv1=BVX7F&M!`$z(|D6vrFf;#>s zhtnr^VA!F36?|Letu4-OEcti;l&A`BK-?U)`ma-hk-_y3!%QpHA}+ZjYoDJo zbaSL_7Vw?I2lU${iFhpDxH70%e!f(%HvMpIkP+U*}p;rAP zyw*Sc;Wn$*P~7wQj+bHJDLylQzP&9`o0Mlw^;kIR8~#FH&O}u9xco6ik673@P@`57 zqv0VnLl~D&a>trCr*&W#_=YI=?b5+Xz7y$LXt0wtRQLSr6>MRy zm?ibE>`rG>*=cKXjx@4=v#CQvCk)U0`QEz#|hxskgu|q9iurWpC?8@ezM)X=M zShm)DyZ|e&Un$D4?AKcFMDZF1sgTL3*%vZVphT~3UbzsYRxM%>xQ9lVx#|N^smYa4 zBQYw~&Ud7s#ynWfEBl(o>jFQ==6(8vf;VP^%0DD*5pDb7C!9RL$Emv9tYNF;=~Q#u z(D19bA5O zmpE)uxi(uFUK{v+{yCG^=JTH{A(=KGS7mbr7N~Ag3=2BznZLfy!XyNd>X^*?7?Qi7 zVF+P@g&z=Q@U$u(M~|Y839T&p2B{J4G2ET4=g~Z0MGbMi%A`;%bw5#7>a~6K($3pL z?Ta8%l+og>6#x^m2tjs=Um=(E>r$_eWN1V}Iw{lnvT32!jc|K*<~#Gwv1I9bov3iB zGM3V(B`SSauy&o$T<1_$OS0fro@c!-RCJ<~dN>+Lsj((lSK}{3rgp)NF zvrB9tSt!pj&u1(eDX(s94Q1@ti)K}8FuJ5wzuFVT;R5`c=c5 zK+tC%N?O?99oS6IVZW)h9r4Cd9HX&6y2j4!=*+;e_E~ivHW0|v!#J>8^7aU$=}@;ekJ@aETF6Zl^HYhcD~Ah zfdWA;?nP|E(tIqwi^b~ZU^1Z)%X}o2=0jjj1m5Q-8GJLX?}MZB4u)ld+1lE1VKuX* zW~yl#!&E;`8~kRLOJkHVN1XhQCql0Fhbxk618v<=1Ls~jQBF&%WjHwMy?-A8hsfXe zR2P+S!iMn{8(4Bge!LS{A?AB7TA~a}@+EFi4Lu}6ocgptWO{AQ#U&A>jrjKy+K8e7 z8w}hJ&iumIodgEeuNi&Wbrk8Od*;=LuR44#d&Fj@p~yb`MtoQElX(gjDGU}0y9@8u z>Wq&3M`t|)cs?@1UQ9g)rHD#P8@77NxcC|x$wKN+>j%aYYvS;z7jMp=n^78EWQ{Uw zex!&pR#!ZZ3OxnFU6=GxCC8x>v_iH!VePrj4ZB|7B^UCF8!W}lS~FvA^@vYSnK2Oj zVa^=5dC;0QBpZKyWK0t<&OvY?jMTL(xCxFrxH}hC+BG>3H5?Yr1l&K$gf%6tti;JC zlcAU8UWVOb4VcVYdm|YGK8-6g?AcWjnxt0r#@+V-MD$>-2rIxDp!{`|M#6}tV#r@+ zgzq!PQ-KJJ@@m__Fe!wQqJ5CF41w!WrJA(uoh z`?aCMpaM0a`%cnEIFvV~Ktjul&K2{~RP9r;nUNLSpQoSG2gy>eT}~EEwhKqOXg~bz z2Ns@6OGDv`ejbi$2W?$=G`wWe6MoR)Dw*REl#7}XYy}@g)L1wHr|S#)r4e$gZx0P= z+)1blsK$G^*}BT!~Cy-WT&scKKu~8zd4^D#%;u3?(p%9wvbV!UKT9lAXso0LQ`DB zDO0m>Y5v0DcEw{o=)+Sz*(zD_`1}j4lFAl9f$Dbm=OX~~*n5FT;vM*lun^Er%oYrdf^Uxz1>@zjuK0+)G?-D+1$}IjBw{Gz`_tl-MvZ})J zZHUZh>RgL5KEc6Qn-X|^Po+P#9*Fj zv=c`Wvd=Ztv}#Ru7xGZF;~2BDxjOnm&N#w{606D~bVkB@%44c|@2Mjuecg}zB`UFu ze@6QT{?HiZLsR>ZOodLoAjN90VOHGsuAIqovV}xgHfLt-J6A?+Xkq6nPn+ zmY}TWV#LM`fs2}O(4p;Q`H%O32gCIpp%>;0u}~cLD^zAJ1o3#A1t~vmrxu3u5igDB zkfd-Ip7NAyK1$4xaA5KH8T1? zWC)gkj$S)Uj&CSwmc2?YA6~knHzODa0VTdwiY}MZpq@ z`C(xkOGhUX%4hl$liXA2AS>5S&vt&wLlN%$E742%rNcKiYqC2Vzr1o_-JN<~w^$lM z`MF=kc|_NEWFE+z*SsKnbUH5tZ!nR%)KNxqyF0&iS1}#YzpqQl`0!7+g#lZAz^3EL zwB_QnVK?-BWQx2}a5~6GEBT&wI!J(m_l{vY=qB3W=)0+;h8)HeNZu#vg1szk5&VRg zhdW-nUdOY(#V;TmqEAu#n6?`LSN_uP2G+~FjB?Z*p4_*J$3UdWlnZ#2uvC3x-Wc1pyNKs{LcANZSLkbh#gnx zhGkc{9tlik1HsFYHDTGKPDoC<907YNxZF_yx?)h2>sle5u4XDct$>rT_Ep)T15z^& z+VnY3$ZO}YF%)TLCd~4m!dAf$-5~mi8OtFgIU1ag@>$vV3TtY)EJ0bInHI3b7-BXJ zK9y8n5>P!{`|)C4$`%6|hA=KP&v(3$_Mg}>{&Omp*67tpM+LH)T8@~(tFA>`rbNHN z>=lM0Hhv*SXsICEc2gUJYDdyCu?4_RiH2 z=(!y~zMG$M&k90t4a~!@(3f=UOVND7Am%`RJiBu##7F{Kz^+)tW5KAmq5*}cps zV#Q7asadR#)DaEhvk_vQ?QHZaJH}O##^&y9t{H!+R&xtq8BEGnByrRH?FDg>-V&ec z#2(XfvHPlIu=v??ko$!JwWj6a6i%JojfcFylgkOI9<~KytGKh;#K{v6X#3aA^U8*c%CcIu;mcP`WkK2 zR*Uy|!b9h5tNsrRyy=0~6#gf#Wna>zKX?E1D52<=qPG>>;bW?EcmOyMu!3MWS&cM_9`P!6#qSa{puSFMdN`o6LKQV(FXpDA4xN zYh#X#Df=!10*nb4?9l%R;iK8IN8UCe3iRBF_nd4My0v;FV_`5TwDOsfK?sln-r7Rt z+QO)tN%<<5i)MDTqxqa2fTZhp;(CV=7fr%Fxp?q-fQZ|eP4pA(x9E4t=>Veg^xYpu zWs4Ss2XegJV2A6yvFt(Y z0hQga_KAltloz@k3>8Ookuf-Y?`ePw_cdIkU7-1a<R;KeZ9;04o1A@<`tuN8<0qlI}!P(7Ptul`fCn`jcg@GSYoII(;*3Y#7|W&It4Qrl?*!l!IKAowZBr9n z!0gE_@yxu>l_%c_aSy8FGeXUFIFV<}u)=d}uXE3{o3C6~>QMJTgE8)$ zEoQE>JdpCyi{+lm&HPI=4{^O)11~f6ijzVv{b#TJS}!J9CIR5I;^(1DpH)16W! z)$g}{mz-Hq6mi2XR06>q-$x6?4hr%bhdB0y&R#@M%WV}y^va*KavLKYzco%>ILH=~ z%x=>OXS*g_3wAN&ey+7gJ$extL#{FPQn$0seLO}qJSoYH%(=!`rHF15G&E0_XKP|V zda-@dDX&gUzcF2NpMHXFg2H&Z3^b~Jb-#%u+O#nI?7Q4ZW}&A}rEwkCMI{ow^m4XaE#+m}h-)z(y29wNJzr~<^6;wB01AXh%SB;BsMr9=d*-?c zs4MT=`F<0w(7UPYp&*?nL5`n7gAPEdi_!Zo|m z28%BgNNuY9F97H}-ch(F;q?KvWdP*RD8Xw~Z`N>IYj(kiA`w<*`upj3vwm?bh2>zb zSG&JFm&c}2C~!OGR&q8#{BNMQ82~315Z-`d_+que3$i0CIHtAKbSk z%%!M0R#clu7tU*2?x)$X=9Spt=h0N5lwZ_}*0Sp@b_hV5Tp+_FZoK&#S7mjH(`q)g z{=dl|(;6aaR*qO$KA@9RO?Ew93D|oT%38gFSKkYULAWt*Y+F1WN+=V`WQc6;3JRMp z7*3ki@_x92v$1$mt}9kX8vp^NPg}DkLx1HGwR-r`WIp9vvhF7|{2{pk*;JM>aR~$$ z{V;j0Bxe0$Uko=g8ON|l){6kVP<=kPY-qTvQWi>EHUB#V+@B=;9(gw_+{u4Vtgh$m zIDDVKg%k6#vAcQDIb<3Z`^=98?+=`$%q>}P0$*6u+jO1TF6%Wh0wYquiZW~=W|#9t zphFUoEE8|cFc^?E>i--tE*e_}kBFB>ueqFF3FDS>iKm_;I@CHv?>k(?ZU)zovYT^w zU+oY?;R^--^8jFkJ)RzEEi{0EZtU+2bGbBWh-te)Mk-M55=%J$;H%MizA$R~SmGVs z?;ZU+W7|BWewICxL;F2j>HxsL8QY|(KN%m*6=`}5^=u!%1|iH8=rVIAweLSeh6`v)k|@Z9 zT3BqQUV|3X&V0rCf6}&Iq|Boo`;&8eEf(OlM_C@{JKSS>^R?Aw?)t0)BglHLR59y5 zMzzh>L)f-ybDVem+$P9EHr)>pG-z`(fRltfdsn5f9ZNKdURSn_sUr3 zIE0Mu4r^NV(kTL%aV7d%kL<&zEFzfS-Byp~ylNTLotz8hSXPQku_#Eje zT$ofL=3&Z!_bW*wP}=o7#@q2)9Nt+gV$3+oR(4m=lVwR3eb?4Fq>;;+; zLcQ7z&N!nP>`}Rn582~cLhLZ^F)7+rm$Qv;EfopjD;)u9lBE&9J`D`w!&KpNYD%2kf( zr%p8^=jUE}9Ui}ElMPxIedQtvl)cic8#189Uo4P#xrGk^zF$eGtv}3Jx3Q31Ki)hZ z)0G#5?0J&0e>c+0dEpzDTSqXL?247z26YJ(DrP07^!y$9fTnQ^gB=V*F<-eX0t1gx z;N@ab${O4{S{*QvZE@}!PvvC7*?x1|$(f0T$RHpUv%y!Ox>ODY6E?L|GX25D>{gCH z730Q?*IS|D$R9Ma$23xJ<3$mUE{L#elR z^rLkG>jyzU^xHN?2idGy=pDgzzw_Zb5m^MBjGyz!Oib-jh+e57R+n9Xm>pGYC5_Pz z{ckYe*;;LwA=fxs83F#1k(N_4J)$RNY`o!TBX1F{c*z*jDErmc3c1+-5Rh?HIe=-M zt^}u!vdGIR=*NOOpVJj8b7+>zsm`pO%&iL7Db0u(ae|G81rtV@gC$FDO<@ra*$naz zLaNINBdZS#=5n9ZbCY$_MX}@AEx1~|dO(@bJwbk$`NISYdQj#{kl@x*HTT+-+?}zE zh_iLS;yp_STlcGv+%U|0Y!;ADFcJOV80%ewRn-h^w?uSU%(E?5s;_A zL?HVId*1WI^`}CF&5oTR8D(vD$F2M%+6sV0T*NI0P{bmZoSum&qJGk*$SXhw`M)G1 z?#Su{o>3@gDG-q52;a~S;Q^o_(^?no&fp75TCAt>>DNDX&!g>=8Z3g@(2-F1sZ!;f z{NP7aKVglRVpb-gpipP#a?*?B-G7d38So$WlXVU#C^_h+{|l?;#AF>%SeogybBm{< zPfTb&)cN*E);B4p^ZaCzSe&As{fNgsl*A-|cP6;;qK09++0^;u1%TSm&o8AwG#kW) zT&P?b?UfIQ^EWF7?>KChGjkE39hJvU7Lzx5H^ArQIE=A|6`V?3_+l)JL*I%)+FW*M zqu>t3zP>OluDgYss<+NA*i*-Sg;O+)td)8n3^OCSt{eaAroL-HiEe+pTndifgGmUu z3!8O0Dn|d?ZN0WsGv6jQeWUhy4R(Z1rDUl|_9*|m zSYwnBCWH#jIKoOkQl_1fGa+Y?(WR4>R5m}>@CK~9@ghZV5#t(Io?{%pt%Gm}QXI;h z_7DDZkD-6k?L#`tA_$sH8B&RkO5>i)3yYaCk{=?rI-aZ0x=jnCJ(~vFmDsvJSyZLd za7(unZF7I>tX8T2;Zh{*E77hkZ18O2@qsXMTK=^@-W{eB1+9M?2N1>!Doy`Tbb>9) z3<%88ZHwEn@-Qw_u|Zo)oiU6o2p&E6aJmQ(wi__JG1-eez?)73FY~EfZph36Y)_?$ zV4}>L`0K5{hQMB6ES;NX(;?m6E59= zSxpbc|0j6}BrCD8 z2d0UM6f-Sp7~khwy9*+Re8sHi!$lXx@NIlrC9>Np@Mv7`!pPq^KcD)Y-f>XW z(QKW#8FC(fwFv^W3McOSxf%$HxwGf-YK^IGoTjx9DZoPJSSsfo4z+pTs42nG(~jn z?ha_)M^DwT@$;LAd}X)DSv>b%G7rS4qi51-P+9r`B%c?$-NZxouEHH?fO;Ki`Pnxu zvP!Qe{eA6XAN8vVkYnJ~pHKXZwK$Pw<;er|dKglXr4DMbDFR+!$>mjYxLr zO*@zOHtMhqh6tlKXG&C`Y22#hVabveBMG=QV6!fqYbmvbvyr}!nR5ZMA!P?=aefd_ z@YX5CTITZda!UEw+$kX!>~toAcVPPFgV!~l6XIfofbnsO-1J%^Lb=PlPrBw zZNs7*n3@|sp4q`F{Bh3@aCx@}x3me228^*)Ka6#G&>bhh(lQSoFn2X>%h5AGxHR=x%Ogg`+plTM{n{oXP& z+e$PRNgUy5L+Dy(+Y`R_cOt$EYO>Vr`Ft7^Z*H}SVCKd^z_>(UFw)GqFAxu^HF?Xc zhTwhTe*I(S^xH6ycC|p;W~LBKo5_%`+5Km(y+QsL4;G54OKU~uZ~ zB}N|YY`V4Cr5LrtuB!(l?Fyi{Cr1d_q1&wb(%4!FKB*Ox-ySWhN;LEKbA{x{cRZ^E z(_$p)G36nejF=3T=B1%SxLCezX(+C=_f%9NQYkSLfsLbdzD;uV+z|BVpwmvGm@7-Kzyg_hrKFVg*MiivUe@#RTL>a!`T=At%H zAPkMRqdTDXN~~;s9aHCGmdz9>VRH%mK_VAa_bnQ2E!VKaH|XEvK)8=r8zqlv9=gjN z!ggTnk3oCyxkvtfq>0RxCMVTf?1Ta{cFE+(zUb|2H|hxpu}!fO!bf>PZKstohy%bu zR#q2+!Hunep)UHFq{D0GJ@LpT4apq=`t4-izy?xr5L*{e=YD?2)GtZGEP%jLf%Job zda2%B&ua0@i9lMusAF;Q#ods)%}i~O36>ABj{%@YAaVF!pKS!b*WD{Il+M&%GEw@A^)tM!k zbDz&#ntvBqQ9PkoDUWY7!cB|0jJLYCmDtIg&A%m9s4z=qXLQR(fgY~tjET(cr9I(S zSM?sQUt_E>w#Dc``OYWIX7pWIm1H*2p)vTTuA-{kjaNgxn0IjF$GZ%gi$`X7>U-zR zR4&`KH{k4bZkH@oS@1;Fz=H24u=9-(jMkBnP|)qfMPQd!H+%7$VE)UijhXl`(Rv!< zQ~)eR&m?OlvI%rUT%nvM7Dau-P2-#Z%HwW5*cA9L#}?+^+sI})$v(?PtyeQ&a0XIO z%lHPkM)@JQpDzxqJ1L?@ggh?HxFFQ(0BdukTlbVhL5+=Vf(3ijIB;ecB6GZ}>$&b# zLMkdC5+tbsFG~lS?tclT0jz@x*q==u$9E_D)M~Dr{*ZYn7)dOyP~K{N%`f58Bk=Cr zYN_s5@O~hPLkJbSKgL2e+=jz@1fL79xJ#IB`kv{FQ}hmdAdR9i!X6q?g3F$21B~QL zg)UsHXd4g>qY<)wi9*8C|9y!u1+@8QllpS|A`f^tc=FJe4WlNf9&hW}7PPSPa@l&Dd6nDMW}hTN)@#8(9wpqm_GdVjy%)wD-ws%! z`EU|mSKHG3Y#SzkeR5`(XOo^oG(vhGZ*NJs$4VYw3(Wi zGLsxP4HN(!h(vR6B!1GYD4-GlE}$L_gNk1`QHSD}T&`W~=$ifrY}91!4x3rNG_~X} zjQlaq?R-|V%{AZwZ%$6+=5sz@y$$9^Iub#5F^REHx}_f!rQJ(h?uqAie!qA*wei@} z2v~LFTd!0LrNyCbNqY^_W7$}Q*JAe8DybX133Eeu7ls@PHuG)9v3rkZKQS1;GaIQ1 zSX}Xc^}D)TbtU9B{zVwEcW)n!oo<`n7yM@SPX7RR8f@eH?OU0EqkU$~8G-ok1Nnd4y6? zR#EGnIF$rq@xvlsuHw1azMd0W^y~2kQD4eqze4u4fMR#{n0FZeamG$VPY&0vp9K*j%n|2BJsJt?-NWX zxFcZUF|_~~n8Z3-8mlS%Fjq0IB9ha$51JDSEnU2Rz$Ju2t{y!hcC`xmT# zHJxAh#5|PYLuyD&d?Kz+7M%F2;Oljgvms{f9R)+$ZVjIEYtkugFIZRq^ z_&(~JbE$4srZO2BBF!EM6rMoW6&FeH6+gMdNJ#2fyFw@%*Z`}5fZbwpiL;D1-OAxp zCo~iYggK{zO?VNStFY?L*rdMAT((#Gq@>=n_z3I;G}COO>AqAh2GA#JalwFwZF;Lf z)=~(CXu>vQ8*Uvaw~ra#x5alBAZa~Z?W$whSkILAah>UZNK2_TpZvW$JnPhlj1$jt zrTGT+T=+LEBxCX`kN3qz4)P^ZK=of{39sL(ao!Nb@6R(u=UIAlNreh2#FnVll)$vJ z+`9*969#FiV2QDq!@Q#;6pgUBH6RH7GVPp-IHM4)V^dE&0`Hn<4=(sg!jaQpV1!vTMt|2fhEEB|l5Ag1@vx)&+j=AZKo{VbRIYAYZ3 z59Uiww+mosj64a9lP|!?Oz(1|2xL94k#wyr^ zPGFL*RLiSwPd&a*uPAV`a@%~U-p7**1y7FYE{Rc^j-{hHoL)vA#;mJkEO}}1k{fsD zQGc=SxrR5EmTfvW8&c1wkL#!3M8j5h0Z&!3&vDBFw=O%&#sl^xZiqlggT0=^{o>3~ z9fy$1I)V<#qb_iZR0U6Ttjz#pbdY4-Ij-t%tb;s%&SuoOH0rDGj32tic*?j7qb53U z#+2TCAb4zn-9esu4`1ssGVKqp9T8E-9Ia!8Rx>=4zJMarZ1(QF&4gA+KQ}d?3>RzR zgsf1Er>>K!+L@#$`u>sACz^WB?r5Q?_)+!rOx-y-t%3vaN*coVEO0?+j2xJl-nKtW z)yswo-!UXO1`G-XXL42OGBAafJZ|1RUCqi`_Y;ycSs5!jp)w%{liuK1A=t#1YLw(o z+Z+GJKts98u?p7wys>TFs?_kO?LG|DNfhl70F* zw{34#H(kQ4=5rX+7dBAC?Qk-%(h;aW&8>;+{pbAJ-4k@7AcOoCbq>0;P_w*twBtrt zSx!2P!F!bw+Ai}!41vyQo43)JuCPn1dA5A1G;W0YunIj8TPNF-X7)t9^oEfrcAi_H zS_-@sf{KBVq2yz@_OvH3j#0}ePj;jDjc%Wti0QRkF|T{7)Y!KyNcF{>ElEjpUm*iA z73+Sycek-HVPU09@9GBBf7{Rga&aA@E`J~@h`C@SRhea!=)SQ5l@Q{dBhTx+Q_SWO z)FErlJRcj_jgo1(g6jkmpAPHLe>+`*SExP*Q5D-Osp_7D+CY3p3);w!i z9e-r5_y4*4myPs3V0J9+b~&`Ko&qJjV;!(zsgs=;lf7P zbbZz|v}AD?yaF~S6l>NZG^n#=U0zi{o@uDD`Q_N=I2C4vZyUo@kk44IZ-g-0;?@pE ztkP@ienG)k#p8+^?%r%3h$6{*M4=c_>yF{?fA~%*Xq8H;Y8I516&Ru%iR8W5>BrJ^7Qjzm3dIL=GoQm)DwKeosY-7^6VqL6yj zy$*h2oGI`Nwui5a&s)d~h~AcxGjLRuu5p>H_AB*=>X5K#<|_52 zW_eiNt-b2TrPjPf(b{}`J(*X8!|nW-hgl3HA2^If_wC>(B|u5(xye7B!(IQ{sf;^T zJ6)(aF98zU2y8qlw_;SU(vYuk25oGJ7JwIfx)3(zVSW&at(ifjKJ_UKVor6w6Gf4u zwj2fo^_HKXP`Wzc4=;XFTI2Yr&LzLxvWKw#nS(4S9esCAO|#L&}PVoK16Fydk8W>B3{Ovnh=d|yD~fmKRXYi(W> zUGc=yjImr4S!@Myy<`#HW-9Aoq(HejS>c$NEbH62*5kVuJC9$%LnQr^s zon^d-$VK&N`8qZemWf}9DQs9oAK^|Zn;L%!cFAI~ca<)yer#DH9&1EnF8onl_6t}5 zFrojQ%zz7-PIE%Cp3Or97#0DGQ`V8r3%o@7Cb2O3E}EuWqsWQWzWi8;tx1b-<#sM^ z;yj!*H`xlN+Y#4ptYR-*Os7Q0aRoLzt^f1q{^#1L#(_$ExL+t0SBU|BfR*(wm*ZnK zd|i}IH}v-jxg*+gxFE-t1#2W<+rQI_TEcK{IV-C^cQCUN&RQWW)6=SN?^j>bxE*G# zHy-UQX|cp^*H)kS$atB^bZ_o9d!zy$3;hfrA^-asB*<-N={Idorig%p+@1UmHg=P8 zpt#Q?uZHUm8=>`Jv5g^tQ9BX_#Ha*43dm^P+Paai0KHIQ$hE~JAX&7$h{ZZ0=I9#q z+Pw>ac`T72e1Z^V&#?mmupo*WDTm(}s`}XQvEc35a#l!^&rTP#YBO7bmB?HB(Mm*8 z)j#{{&3aT?{4el&s~6U07tB*xbsKYLN4Byl%|$a&DI@MJk+6M!xIG;93hOq_1lf`YvQf*4 ziOsLuDs4JA(TSdc%Aciyeg0}Sv|brPW_T_p|3P0)@eD>{nk}5 ztTB}Z_L&?zC87t1x|SkadcEGa(N}1-C!3EZ%lW*n7CrkqIm&Y)nB6#*%gNrO(c_G0V` zC<7ZCS%4=u8v$!v5#UcZ13Et8Isiz=_UbQDTI$3yp z72L_=l%QU+zIEk;YCqWpw?K2hJUSu}a5@1Mjv91+^!Na@&3F!c^AMKkv`GE-1yA!} z(ChD&j_;a;FyDIhYDsLwpU?lTcU>OOofjz?8QJ1jLNz`%m(3fk4PezynmN!IfG1+j z97=g2nmIL6itV1Ue2bBiBjoBy9n@7=AaY^e)Km)Fq;G-|!&6-}w>M+Mw)?gyAevw| zVAf{7>1BmGp7PDX{?Epg%l%nNpkgs$KP|w{-lJ&c0*E@3NP_&!XP9X?{~6da;*Ou#&7#vPK)*V^L=~!B8J{s=k=$vc(3jDC+p+2_N7|W{-;U8 z!8n?{dK7cYug&9=W{h!I8oi-dN}iXN>g<(#aKjmSA(c+I=jvTuSw!NaOv*({KE@+y z1ep)368N_M^+2ad(Qdg`qsWaqx$h`c%~wT};q7D!t-?q+%j48K+0OzE$xxJprhf6^ zm9UH1JrKXfPd~f|{WTfyKS92|zQ1-O>FMz0?_!iUQa~W%m!fg zX0|;{!tXwPF$JI+R%(7ZEEWescrxT7ySh20A_?hadJCG_y_+*rqq4<%s|ksVJRs4c zROgDfJ6G1A;ea_aQ>5*O0&x4Jgiq!;^8&<-1j1pc!phne)>a!4N)`Hw=9AaXMhpqO zUOL(}L28@A4H0Lccu6 z9sP4HTH(<|K?DnZ|HN)=+21QQiYs6h|MaX$VBO*NIVQdKchdu=65*d_BkX#GqSyd- zmNeq~`(6LJ;$otrboNDl#)W@gv;HzN;1{5*f`M3I)w&2l?0?*Z-)9Q~_rgStdiJRP z=LAB~TU>}&?r#^U;{f8NfB&Z^#s?x0d}~Mb?-PJ;kQkWu{>^y|g#UX2E^x=cxB#B7 zgaG?_#ZXKr{O?`j&&z+d1qmI0v29R-{_O_;u?zn39}zGVgfHK#{GT|0aBU zbX-o))RvYO2Vp=gN*2hFqj-9Lju0CJC27dm(y_FZ4&>k@ z;ond(aS6j?Q0D{U9nW3#j$0Ddf#lBVT)WqRa-$_BMk3za)y2hBTms(z&fez<_yg^l z#upicr0VRf(eep)3XnU{Xt0uuqg2fTq;!gw_)Kr=KBDc8m0&m?E(B=Qn+p^0dMeGM zk;#nL?o1RJf0YqVBiI83I%#393ld+sjU{iM$Oe*RN#%r zQ)?Erq~KiaE(YyRmx$&7gq6VNKw-}X7B8ExmAA^oyMjY6Qc7arIBO_Tttj?vFkcMZ zJ+4FadWf@LZY$fZXJXNYId{6}y?Y-vKA>Cz3F|bH&Ygq)UPTTFZ@1x}CdL5-m)WH% z^=N9NeUVE@{QA*R1)$sQ7~Cf(O6G1h^IhdX(*a@v)E2Vhx7p@y9EN0J!(y!_J6~^^ z#Z}sw$Zk=;+rP_fLH=>=TkXBqQ;yM-rbKrjQXVF~!63dFA&3OY8bWK?2?=g=klcLOOw8_nk^(ozY`a5a&jUKJf(Jph{{e^)29cgNZ< z2_B{o_V)oeh%6=i90r)7Mh$9Rr|NBI>Y#$1L#ScV=R>Z0J3wlzkP~Sb>Bq?0x9~D1 zxj9GR1TwI!>`iJ_E-#DWRvj1E8WDT4fI_jLntd6eSiTiH@52+mB!%0hWh{?22MH6v zz1pwvk)0OwpXC<9hYrpCd_DjLqSNFcc?wW1AW!DB(IK=7_Ea~#qc;#zo#nxOHKgY2 zeX=b-N(kFKfW1i~oh)^O0)T+|oOkEy_6BCi)yH$2S|Shcr%RJgrG2LhgwHlrlxvct zUjh;|!a!4d0U(x#`s3u?|Fs`+`w+an)@pww;C49`x?q5^P&5#V$a-5sMC^Hgy?*jd zQ2Ov9r)mcoR{keywTQ_)?^9tW`15$62X&*p92AJ0j}P>&bQVa#YM>(`Ma}EcY^|R7 zqtHuhGAT8)sFtV3a!8w#g!0?3cRpyDC6$I#Vx1sAZ9Ul2mxE*Hx|a{KK?&Kqh?1)!IeLiTVWzBuwsV5NYp(sjty)e5B; z-|x0;r@}`{L6B2UC|)QMof=rh6>3f80j$#jZes51o{+8FwCI0anPW86&vskseHbt> zcLd{(rUsc1K07I%T_BLS7izYb&b+9pS*eNP*T--td`(3wLIrF{7`{aMxchsaQ**^c%Nf|j`{fn=FsrfJkHMDzArHa-|t$H(>Uxkk}6dyG?cYb^m|zBm_PL*(YOkL`0m_QAp_vv$Xx)1@Vt>nUA1|20X$yU zef|Vm-7KaeMR|ZEUK!s%7GN76OS0c8a&KgikZbz1Qw?X7;V;<1Sv3vaHJ((n)xTGU z0mwh{c?6~MdPV7+-0G=TXe+|Q{R#-BZO0W)W`b?Ka4oohY}+Huv-^81T4_cDmzv)k z4v9lOF9ANIXkXo~@J0PnE1254MMAUAwrC4qyn_ltC;*t2#{FQBcL0SrOC(OIfC=5N zwyuqi$oT-CZ8RvtbF#*nH_jPoG;qB-#7pCJ_F1ar^Y^doHJ>US&d-l4 z@=f^|Gd~(3Wd4sQ))m}=Jaz3qMVR-zN4|aI!-VVoVa40iTn^aqvL{T2PXs#HV@LEx z@U>&#m|Uf|DwUeP%Def3MNF!_RacYl#-j=;|Ih^S=++-y<+Q!8Uc7xM@pN(%h`9R_ zB97W3p3o(l=RA)l%JZ_^^ z=o_%IFZDQDL?7-KYMMIprP#F^8(9DZ(H|iAy*qcPOp5}20Yr30M80TT!buM|VE-W7=?b0JjeuZ0@-{^|A`&&f8;xtgzoZnvnOVCH_7hY!6u-E}KZ40R7*P18nge zXfb~@ll}YPKa+2C&k_9pcc)Mm&ktMBcQt80-^qvWog7!34Q4&5^#5#Sg!ivd!epxuSo4LYA^Cn=wF7<_T=m(;7qT zv8xmh!P0D76oH%}RWsZAT4Ja|YfF;NGN73(?`mIcy7y!3UDf~rS;b&WvtsF6k z%?$&Fxh)kdWOM=pdFQ?i&*Ab=rZ~ABjl_N!6UmiA`}YjESA$&pb!K=Yx%bBtAE$w} zTG}&=_f2Ifq6@MW0*ZyzvidN2z@IP~dy$~^0DRVSm^};oxtFY(7lPq;P8o13yuUo= z$Ds9>sriYK9AhpGgcjK=F0j!AzZ~9>QXZ)MGg5zx2xJ$9k~OKJ(4SWaAtXpT8%@Vg zm~m8U%nI<_bBlqOFjO5N%RgL+x9^{ip5~8v^rED~T|JxG=^?SlLL?x@G#xd8#84rAXDw+hws&c2jXEmXx?)83Mc z3s2Fdqb0f2uO}4w4ywv+ z!WU=3A}FgcQuw^BqI&PfmV6iN`T;W%qM}qL6#)sf?jo;2)LQfDWsxe6%c}zU#gZZh zjPN5CjZKs9xXT6U*xmU(hMs|k5(EK265)7ff~+gU6Nr$-@*jCT?+b(1u*-e`5`h=A ztc^z_%bIf+fdO&}DkH$g>)=SdtR|qYxP{R7p;&q{gkv;ag&;iaA?rxPr7VN;*Phqh z#jQ*J@PnVE#8b}yTvMC*lkxVIl1XoRos@v8eUBf1HuoOh}G25EZ|&>=287{;miaP=P=>r<1eE4V~M= zL6dXR3i(Kbe*}Md3hybDv!NnApA6Y1D$Rq6qs<1-tam=ojX*o;ZO@?M#T=s9;e8M3OB^jG^B({%v8q{K$4Kk_ zMDNi2WTRw4#qKWBcF6lFi*p>S**AJT0RqjJ`^rXywV3(V+;?LgM8uA>B!ep1=q1y; z;dOYtyu8YN0H${PdleeA6|^y({;7lO$yy$z{pP+)8Qh{1AR??(rUJECRfTtq&#F&} z{{BE_%A6(F?r>^5?~1%1hpQv)qSpYuga25p<|&X~GO`TD$+umq(S zMT^^)DZ}zTt+pom1!th*ssJ{Bdd=7Uac2OnndlMH;DYhK!MB9(1QM%Q9%j8zyb5l{%B^rr zm&>VJ3QY}mf99E>l#MSoUzx3~W4-R95AP|q;o`}9Lsq923D0%>)u>)=-~(2n=pJkn z14=B@6M=Sqr_5P7y4fmkE5Le78cU>UmrQ3%z1V^s8`o*1@A>(qR;R=tA5--!y2DU3 zIJlnoOu1gH)R~+!BMNgrT$H8VSZVbjx?={E9>OlIbqY)HAiEai4`6+zCky5Kmxz#< z_c(m)UXu%&L|7LXO+4nNz8oCyiFqov7??3F0>#DLu@?WjrV%fk|30;zO5TX-8!xjX zU4U#gHI-4L$6juO+Y^kJz(RvBJwuD1ci%%fu|y4DBsM$eaBxp_YQmV9brvCaj!8d- zeE3tRjzUC=^VVWlMw|QR$;o9lV^D*9zLs#&hdk2rk%4{?e<5Fyd6S(v7x8>lpWllu zHLz!$yzR`m~RQ4U#E&)^5{pUs@-f zCaQbvDRj6B2xt02u@qTFOnoEQ?Aaea3c{l$pKnLOI3A7rM3c$p7Z+(XLWX6q#bvHO z^O2UDo7U54Hv)pMOdotEPyMkM00CcdoEa+Oz6wa`3ViMFt#;BJpSH>4sN|KV5Uq47 zcwyucWUR~vYG<1+r4AOnJ|H)sTu5w~Sf2%ct_HL|KZ%C$=?`Dqw?bd6Dja#e(x%y`>z(-85W7AjmMx$)! zx_!^|SGGKtxGw+b!oCJ)NcB36NRqngD2Tw+^-bu3z-Z+;R{NLe`~jg5GN%HP7}wEJ zmmo*hj-}2h=#eGa=INpAMVw8!)5#>W(NYhG%kR9kKJ#pqR^)ua%P_i>O8KNIP3&@qZx2Bb2pUBI8R`2hv$5-POXr6~4kQh!BF4>Zc&Z<{ zVhL$9=|9VE6*7g;izf_TJbh|42pgq9U(vrv<(Js@S&44=M8cfTY#$_7-$Js30l7)@ zc&ffHKpD%L^{Sp^uxRhVC!ZAaB*bBm31CkyHfh|?HmOs*Zsez_l7`S3UCIULRhY~M z5O!Jhz|u)<8dnD2)?Y5Ke#`KHOu6aAfSIcY!D>5{EwQttXj0Ju<`ofGtRbSOkJT)3F7GbpX z1Fc*#*;7#=8$7F6x-8_6)nVMFVt1Qj=A9x?lmsHD;y#; zD3ia#SA1cZnQ>=zu|y&VjhV7t{vP|)(YLmXQp9<|B)iA#U15)Ce?B3SO3#Tm1JM-3 zMgxgHnTX;sr07-)udmPWQmc6N?8^Y0fczH&h`E3jEsNs)F5#z~enpe<75$vJk%5fX zX8A1N8)?2>G4WwD$xBib6`2mGXij^ zTk2GxHSOo{Q-gXpJMm=mHn4d0!p3)BI}h;_xbvchFIv3G{31C&@io9I?nTW?A2TZgP-_9?2iE#~Tn8EOY$ue02oN%yp)H9wlp@howxt%MRQ0=LI4# zd=bO?hoL@2?Pa1BLXY#aJU7 zlAn!z37fBv!eL$0pXQ0;%l5IowaCFXw19~%$cakzk$EfP@B?FgFTa4*a=YUf{Drn` z|J;uN4j811pKDmUSbS@NoK_*HwIxKU`_$f``|ufIgn#cMo!KB97n>8suey%hCHcp> z5jtXSVwc@7hnz2cn@JZx8{TUxyYCzG2H&f`aEF{{Vq63o4Z_jdw>*(e=b zxB@a~%PHG|Al~$i_cNme?acKWIMq)p`o;5=SU^^Ce4=3Fd!0MhrKXuEtxj7u1QZlg zw`pb%fwbU<^v$)k(jVgnJ=Fy;G&Hp?^G*YCjGTEgX%aI>EBo(cQa=YG9?GUQU&vpq zk6;kmf(no<1~eEwL6|>VHV8E6Op%Ygj zs=fZBP?g6Wa?z{KeSkuu2+r<>E`fzYxTShr=Ii$=R1*C>l*wMO?g$ps*DNlw@l-{{ z!~GOAtrw?o3e4{2Jjc3R1s!dy0A)b#x^9Kl>^-abSQ9afoSF>OGvEtW1@7p+WA*;U7cTLAqYnB*^ab&@3!1;}V!}A~+Zy$!) zbB#$L6Fk(gwGa?e8&Jn!G#H!9FDP1^eRas22~aT?{n~729*djW9jh0g?Hh>MW0C?V zrI9()U~}rjrL^^|es{8P5MF8n2xhlva_?_W6@H0aINaQFR_(7vR%A3NYY>2WllyV% zKhNdgTwo@DHM7c}E#C?sSy!$)mSz{XRxCgwktKmjlZ3WR+b*(Bs$rJk9FIh5 zO-S9&6D_y)^1MM0r1A$=O<%l2?i$u23&!vPD3VeJQvB3r(f6a3&i-H)g-)&yA$Q%9 z%Km-K{bxJOTqx(v@Mzl8utLaE=iNuq9x&SruOt^-DhN{J0%U6y9(MFyNAP6%Dt~k= z7KKGRDpd!rlFw^Bk%A0DF~Ga{Lde&71=AHAkD_d)RuJs)VM}7;EQZ+2tf}LXt9fR` zxNjO)LNX>E&nhIoqR$6KrBDx1S&h(td3Xm(v(Tl2LaE7)QG@3f?VA=?a%0*IZlyLs z#5u$bG3$ibQNI_+Ct8rC1}C#KTM!nRdOR?_CupR~kTLdMA2b>O%*tC_pSnF3il8f9 z9O(4px0Lfuh$%{uP!`aLVWIS8u#l*+w3-}Z=<3y#N2}u-=i605GMW5DY@33dK47~| z)be)sjbzGb3PV>Ce_VFgR7w@wDeb_>3ERsGWyX$FRc8U40;4nI0k3@Br%u<#c;{Cy zh^*!&9j>?ONit1UGmpRm-j75{*u29B3m3Fu_?%zzrSVICAVdX$V!E^Z9t~!0ZB`pk z9>7)_{NZdE070&|ugK#_5^;)w>rxl^B?QD7s%VwP+*cxWS`B}E9@p2~65y8E zYNM?EdlSk=Hqsnc9oqh-p6W&%CeHWjD`Tks1onFu9iU-3#awNRuU1QWZ!fHvgWi0M zOjTKYUvt6l&f;FP|FPs6Rn%Njrhc1NauvGABN(b<`IwvA7xn z2Jdrc)QD4Qa&O4QP4$pH7p3L_a-7L7w&D%2#p(0+rCeGjN+!r05eKn-EJ6)Rb1Ivi znvQp>Nq-RS~$#HvPL&xE>zT`k0M#upsSzf@jr zsrsZh;4oYGp@%em zVoCxOZKd0Ar4JzQ3M|(gJvAEcwb4I@6J%gdS4i9beEPPG3^Y5FMv%!W6&joJQQ8$+ zDZ*;tB(~_MrLN=y+RzGDIuBreLdvgks>#Iw@^JKk^U8GnnBTZ$9*}=W#G?;%z1q*N zy<)Y7_V*5i)zK2|=Gyj@F?#<#B>Qj?Vztsxqb9F>X+&DD8%a+>7=R*QfYH^ zXj~2VMDQ+|kfR^p2O2dY%7p#%{SCpA=@TCmDE;18C((AReL=Zu7NSu;Q6#Nn=RV zHw(RN)_JY-ybGl&GeL?l=jfqy!E7x@rI(EG8z)Ss)KPye{9fd0=tr7K|Zu>1h0k-EONFHfeRrDFGCX|fbv3rT5#sC4vwEjkVr^L5r60eV;5WG+ z!4exoHpJcJgfOWRG|c^db~Xw6>A@t^T@nVxxHmjQ!0n3QosA8_=C)9sxe~FdK8p7X z*u8`M>HGOX7*h>}T(RDbVg*0fI>(1z_^5!8grZEi(es}*PjDdb^hM5?kTcfh-nT7; zd${4z&_ka+1vty*9XG!_ovDdk=cgg5{hW;J4a1knQ&(e@y8C(*Q!w;4Fl+^PjR>&JE;$hA~_F`eLGi@Z~u} zOKYpy_hb6nrw*d&^j84eM-cQ$tBwq^zl( zg1PkjSTm6(wMCdj%U+?%j=eU&P`CMJ z0Hg4cAkWby-^mGILm1tzArCb75?LjY;L=;!n)FJ|gZ^TsV1JX+y zEe;X1JLc@$GMJJM=;bWfA_efhEhKNv%31fS$H9vq-76tztk!x@sgak+`P!pM{3&QE z{quc6*=HefiS*qggVD0M{iq@1bH%b~^-MXCjS}j47h_vU5a3Pg>j{5cQgcoNw1ZU_Dn^(%S2YfBHr+7{Ld! zr%XSsSXUJmRs{$nz9i~)4ZDFhGpa9R9}clMsU|l@XXv}op7DOm23VQDf7-ng+f0qxMc)&Jk+BYE>WXOOM92baEAJX>cD&zg z?nc`G&h&idBOFg@6829aH~h08*a5Q3r_5te!NV63wrdu_u4(9aEtYi8KLM2`YG|M) z@&}wTDgY?1MQz9ovi&YKMuom0y`}jWJ+?U!vvV@x7E9vMrU%1)tsccc=*I_rykoY< z6PEe%4+DMP2dY?K_GP_8b${2Ad|>sumggMd(!N$DA?d2+OzTJ_v!RpN$?(gB4}Tz- zAQA{&ni)x1`qZif|J9YN6%bhWR2rLq7s>DcwUq%3*vV4pxo+qaYyMXm57qmHH!qc) z>vP%8?g8P?vR%Nk3`~y6vr8Fb$RM#1orXbHMimkR?U(i%C`S>Vq5u{=U9i9^`fb5+ zwC|Dc+QBcQ9w|_sE9ycjkf>AC)k`i|4bT7o1D^aW^!z+RteSz8e^eg-`VXjI0p<6- zw1kiUhN=390praObEq*Y{Oiy^2VRXT*NM1L?H*eC3pmL~jK5=^QvpE{n&N*h90L;i zWr!M<`mZrO*J!ez$Dh3*jurIp@u5JHKG#V9e{l+U3uM6gbF75*sLO>m?;ns?#|YmG zd$=FezA-?76N#DvKu+_0hGhdF1F{*dsH&d*Dp^&Nc7D84r zqxcQb1rzyfk7dh8zZ+h^xNN7|7cuCiKU-W&@;_G2Uil&}AoZVWIRp^^^Faw4k^MB0I|u=ar_vU=W{mF*$LDXf z+hB5%IQ`=_{y8@^0$^mG5JK|W(l;;6?3^nZ~wN9W@ZM=di*Pj&Y zl31tZ(`2(MZLxZeh-q=0#eZ-OL$E)8^lbsmIO~U-A^=&SQW}+fHrpz4zRl9o5p0aX z!}<{R+uPFsfGTJkfZGBvM?;CojsSqs=5yaez=+GIPusfL^Fb6-0HBZpVCs2IEP|l@ zINxAHVZHDbbb$7lnwB=zs9K>@qn?04BAcF?oeXwkH9t26TG>dXGdPr0d;9ypG&vp= zm*{%IY`Skd1BkQpnmCsQ05dYhR(mP`BDn4u}|~|z0X?l298DZhcBqFsa-n`g7SMuOOdaL zjDI8+!vO`(slIpO(V*fPHC_P4RK#2|4{${L9BrUEwj1=`JGGC}*7~`596fqSbQn4~ zI817j{SEQ|V~TdDJij`=!kcoCZeQoVJ>it2G@n>+(N|r5A)wru+C7 zfcbu5F#b{KpOMbpWS^2Z^=)x#F)jJ&5yt9niy+U+d^S4(l?LcnEVvIRj2%j57bMd% zOZ)cii7jO+43ATU?A&wUuV6Mo1vFU21dc&+II8Ng8_3}80!@;d%%tnP)qrk)M70^DELBRn}{wy&C`>Ri} z;cyWE{SEG0I7Dp@WyrQaJ>pE2XeNwa0*n^w$5Q-26p#%-ZxuC-gMfxJ(`~@<-SP)KANNNz>M@uMuIb)rNsgamO_%}MdoJ5eM4WdGFH75utNH!S!~Z;^MA`)~G)^fH3vG*H@*r$?<0r4+gyHm{L0tD4p9a zey-N4;740#l7Pln(^p~G^a8L}mzS3S;kk6qM%LoaP@4#VP|tZYlu}|r^o}2gA?Rg1 zG!@hIYLzKu7eGv63OpW@*OJyiGV^=>l<87+#?7<{I1I`UwN`OA7ra^pc{_~8Nt2cLlXus#KNDP|(d@ z3t-}@rbKax8>^hi$t>6i&k2(#y&mshy58)PFk8$i#dUkBGnh;t;2iE7c#c+g-Xm+t zR9;dF2gf?xPMT@Uch@_TojZjCA7%=RRknV2Af++NI>4Y_z-aScrxcT0KZZH6O+Cix z_@P)MFBsKT4qxh-jpqA|LY0AV+^C-+SgDPtZM{FaJ@Orx55;r1h6MqeUi{y_4KSQM)q1?d6Vijmd~Uq9{Ri zO-&9kv*e1RN$MV7&UN{}cR781?(Jb(3lx3vBrc{Z#0Dqo=?@H`$8j?~uRAgG9n2<* zN&(@rZ4gE`Lw>mYR)H)8HqyBTfHWQeA$Y#0o0_m08TIN>a!HKsu@A=h?$xh!_dTdR z3JTu)Rx48*%9$FgzHGxn6O01|gP89F^`wH$N=$c&xZ$wm_>Q_VS7icz=*XpebV1Iigda8!* zR`Y#=^G^lDXkpl`!sg9U z7y7?xsMypBH2P>+?vBbr>vs(0g=HE>MRL7MSm;Af6JOrr5?ZmW`w%BrZ1y8E!gdY7 zP|I(+0E_@~`2ln_H7q33@v$$X;X$iPlB(r8S-Ij+Qctxlk(SJitYG#nx0i^6Ww5-c za~$s+Hn9I*(Exv%3zCK2vD+X+xmZOJ>C*Pmt4kvt7LDu`=^(&^t1_7h0leITDT`@2 zk4vcW@n>#a5P`8WO8go}uW|v(0pi?iAt=Ad7l?3O?|$7rJ>JR2@xNxhe&9=lv)b(p zzx+%!Q|xHL;c}Xb%5}KVDv3rWt>6;BD@q4-o`aBLK{URw!)UU-cy~og%czQv^dufl znq@Xo@IDKqK@0+Se2OAua^*UaJ80cv(PMDF*k!&oxpQ*FAKR?AoHd^=l|{e5UH*|& zqgEM`4bPF8=7)?Xg{hw&Wa=M8kC1aJx^^ZNR(!X>%dZvKNQzOf}S`|J2dpY4sPuxQUt4AD(L$ z8AOVy`-4`?DYO=rGVi0Z7>7p(Nj=nn|NfV?Te<#A7hM#9haMJJSU ze0uaMl0=cfN`_4AVCU$~!lDAjzE=&;spBp{O5=!v`_Pdb3{YaJPxhL6&^1WMkTO&2 zUh-lO@<@2xJ{EP!8X83KAri9_`sBr?J$Tq{4NE)jPAlp+zOp6qYPU3tTY!^JoLD3r*lJkij+R=LFi$>~O5<=FBZOfws=!LpIST5* zNW%K=W|M?an8y|>X^nhC(QkdPQkeO6dur<PmYTStc*g!{w|uBvl;^AAkG|gO(jr z<`^Ug<{AB9`2KGguL$9vyh4zv2X#M2E%nm_zHkcA?UCKTm@>3)n8t-}1nAao3nn8b zfQ>+DvYLARE%HyDN7pY(#gda zk(!s9f`20Ta@;!-&_HVe*L{R79+N+mlPwG<*LmOQ*kIQ&dNNsVgvJbUb@9+KqSt|~ zs{ujaDStY4q!{Ubz*P?redZL7WhBO?6NciV_j=+VwRz!8`P zZJa#Sn*)1k7*{0e@@T`0uc8#zpBS8l*5Ep4{sa7TcF3ylG*wk zW+Vu&oo`}bj~Bl8HiXM?-|;G5cWGsbvj?#~gIMub^zQ^40Bt8cwu06pew**E04UB1 z@!WU&(Detx^4jM6BPd=ZQQD|Ei$w@(@V)_ps%oXBPXCCAtd5*Iv*H#fp0An&_e6|&K7Z{$q^BtwNA~guUO#TSfg0Bi|%r| zBRi;K4TyPUM8R7awI7#0MdV*N#8`x)qS;F=wf=nlT0p4FpC*>UMS;WpJXgjK3IZZ# z_b^Rk>_$>`=lV-cEL{{M{QD)P3S*;Nf`*g(8_8rQ51x&Yn3!M;YB4ut+&rkD@H5D7 z{j<22h|CXlEVL~+86u%+GVIkx?~o74PAya%3%srfRFa3k%7jaJPmr!`F9(Fod@U!Y zynh4|@r4>jtidB2Z)mi0K#Zo%WE+_vd8;Uuo#YOOF=Uhc{{LUgEH7w=)mUzmUqb zn!iMoNSF3%^tUn@jl^RmY>%JBn7G`F#?~*zVAWfUB@U&dCGR6sK~7u$6mdS}QG!JF zZw$Bkn&B$28%WKmJ{l|-_dZtnV8QM9b9}{|7@h`ePSV+90Vt>8zN`4dSXXJ$hzwf6 za8BSwvAj882KP6%Ugr}QZ<3{|V2-rdt4E1hnmup#8xPqh+yCN-SlJ@fv+wMitjtQo zVmJ88FwdYYavI>x3?jV#e3Q(a>-or#D7V!g7giUp!}MugsCZi?P$rc}lt7Jfv_Mmn zxnpSF35|5F$CIKE=lH!&>@_L;Yrk7ZWi&Iez+(&MF)7WR_XCeYzLbc`FDC$N6zWzWNz5N#Rl;&*dGP@v)YBKVs>4+KUZ&TSt$PTlB!RNS326?p5iD~5{-Xo3mk4p6uTmSOd|Mm~3zQ%ZIa{L2^dH+|z-Q2`uRFi|CNtLHSH}fsTWJ_FelE zK+1O)zrS&zmj-eE!Btcl&xbmVO32UVGkr{*6292tn9%am-)ih>y0CrT`3MHqcja5M zYNDjHvDHx2uY$OEFsXXaPY3uI+uUwZS;a2~!jqomsp@9a_eQmbSDr@r1q_If&5n2Y zDQO~xRudvqhf#(F>c37jRN+Xi#KfcDtucRFD@ou&$&5b5Z27tzKQ3L)yQS&_%I`wS zwO(qoIIs3~vBw@_jW44A#%^k+H*6%$;DpD7Pe(gnb5vFUgi4H>U3Rvo5G@rMyDxX>KfrLiAvo-V!$%)P4IlP=Pwq3pFAZXdh*8( z5B2@Bd6WA_lPBwBTa`&?WhBX^M#e>kU^mBKo#0)(K6De;{$8)g1p&{lixFaI5ZOmI z_#rw24&#SKbu(Ss?!uunAO%H($K~ov9ILIAuXs$1O>azT0b5;Up)V7tloO1DZv2!T zV?s0fQ@o~7HsTUM(C}XW$lVgZtUxs1Hi4Oq5V*dgUi~fye{!(jz7Ldu31*T?g?mKE(enT7hZ}!0P>38RjT+lMyOld$zFZtHjJwtXCv0X zww#SG&>R_CM>Iv*T$~B{Spbt!MC$b7OmQZwEfj0KI)3#{(2Q5kY39zSUhK%oe9Zm! zwLTv>rYv&%{Bwz8Ut~1gvsGt*E=gGIFktyCAvXq-zff#jA??Y>_T6Bn5dBb%QWsl&Q$ig zg?9WsFiE6PzK_`4zWQi2d5vZ6qbudQH&rZvVqSZmO#F)GcA3L&<+~}0dFI#{DwDA4 zEG?)_P%IJCkef(1z0%8InMkTU%f)*Kn+f9B#)lTx7iY3m!zbVVvjymtkKDRSeeNmz z_%6~gi%C5dlgX-GQ)j+g7|vww?n2*23CmdJnBq2C#bR8_gGcZaDqSP1s!e%n(roI{ z>pMPa1*AvY&8HQNmbxK?JA-0wkg4fhAxqgxChW1->D_jpMw-;XvS>4O)J*jU8CgYR z8YTJV%+7HpP7SPXt6e1u(}@&qrl5ypgKwevZ}+g`JL#oh;5SFQHPZSl2QVwamy2%5 zri1lfu>9|qTv`hP9ie==OlMNu-qbP>=_5nf@0?x?I7>dw{=<;r&kMTHy&!99W1v2Y!k=0EJ>L>*yZ}}yAkWQUUmdIjK>$i&u+FZm}kzSh&w`ntzc6$|1eCvA42k}NXby4AxBYTlQ z1N+-v92A+8YPp&c#eZk#*G!>2euj$zpA`0M8h=kFc&{M=#pA{bV_%_!-2TVwJD*!~ z2b4$lf4lZ;0*iz}F~f9ZCBfgm{9c8(NGS)jKNjBnS*1VKyBQ&;9GLgn=obE?ZZ{|~ zs2QQrj5%tpedKcQe9a*jfsQAG|Uobcb_A=ZL{5kxat zg2k{Chw!g<32sv%^%3It47urSaLD{7{m2WC@5P@{`%Z#iYuQ|vpAjJz!c3rWj77fn z3@tC`0(qvtd-%L42rpM9Jv{LQ9?7dyk&^w%O>TgmEuF8FKq#8JkU}BS`uCdq;y=_Q z#9JOmgg6W9DR=Vv6h8Rk^7NdGcDFcI02x0h`DDkNai8(UA}$in3mo>=DQirrY#W5u zAneN?THv1OOVb|E5hKm}#)%-!J(lFx3~^_mq#XEJt@MU~oxlzSkH1V-RNCJGL(zfP zv=o%4v?o^}g#$9ljEt*PnRaCLfg9c7)l13{$?I3-ir`Z=yq~pc&-!pp@LWDCT-{l53o-eh*VKG}NCTo1N!QR{36UsfJ zXFEhAeZLFX-h?8^kcKiOGH;DDbIo!z&bn#NliBURq;~}Qyj^FrJi`LCk0JQZtc2+7 z4kwC{*K{)3BAG`L28Zi^j{rV7a0EzKfGR|Hc-7I#l-NvHne%_{LbY`oAYhr z+}`YQ8<=>lTkk%BA-if_`jfkiZ;f|3*QA|*|I2iy-m69A0v`7Y9oP-w>+ zo8iK7YCyTZEAZZ#;j!qwntP`IUFtz;$kOjYa(^H}y!2j{j)m?KfFMF7hV3i}B-Gzo zBBAFU(=05;&RpI|`sV1wkiP5zQgv!~H7k*+K5^f@NADM}g*6sK?+M>YmkR>E)*NhA5#(n+TS2Mk_)w#0BU`sN* z#B@~VC53WlSR@R)Iq=6V*`@)^P z*0fEPzv^AE7&<$hFnfc?mzHYhTRXW9d2PT$;BiZrDZ2GqYe}z0rz>o!hsHZq^OjX8 zl;FwC$WBmiLaRR-+NMUFUsq+!w?frQ)VVoz#PGUHxTpn?Kbtj{60 z-0ADeS(_J3wgAG`)+CAGCsy)%5b*GMsrAhV8KVRp?C_Y4S5z_+IjBeLJs$P;mfDj? zav|bqQH6?u9l^;d{KxH4Z`twxTm@hhS*FqrUW%Mx7gCw_(lc3@8p}~N3ntjB1*6BB z&+nimSt{AmJFj6;s@A`B=mU9Rmy)<#O@$?(JW3(seG~W8*tBoP!%HN0Lu|wgSGy9~ zNVi6FVTF4J1|;Eged_sLEj4U60485(UaKgm?8WO?$E~ zoDPI2FKyB9)T(4+>va{%l`nU_*Af06gNESvN>lbPVFw2}KFo@c0znLHJiZ0|;j+Oo zq~A5kOtR}hYwLbiibir$j$Angz@CE!d;+XuP9iDBLu6q+`}eCAFwuzkLFgJ~Ga0Y< zi6KG=m-q86vqQ@mMKUJ-&nzOx!CcwXRIW$SU)HYzF{4x=BAMyG8Oo7sHn-y9VHK%; zbJz5E8e?{x@aKL>V}Bf1$A3wp^;p;q%D8XJ_X3vA?0Rm`I5>p9b#Pmz9&j5;5HwtA zCn-dx#5R2v&JhNDqmO`_cY83`?brPgJt$tmfOb9Nm{yS0mT!N9QRl({B)&&EMx_+U zrsnt<)1N6GF5rXWs>JpZb)8IHa8(ju$YnZR8RJ-evDH$sb5x+FdsIr%$%s_`aslNN zJA2~6X{V=f-{JmF+!7S?GD;h!ZyUG=+~$Im8Q;FubATrq8~1K9e`n)BU!<`<0TOE( zPt>5}o^L(Htu#5k-mh$1Oz+qsK}SSPVPX~9SWK<1I+M#XnYP^-)6*(b;?b_`a^JZ+ zyRO*0kc7lX(e*FGW=|5;b4u7)dg4V z=PLvyh7vqKz9m0>Yi|c*5 zI>CKu47Y)9IK6qOA=x^kn&Mtb0DD2@U~1vWj>e zJHFtCcP%n5j%k86mMHW!BCmR6PbN&L=6(w!zTFR--eSAN_}8ZQO$o(~y$$7(Fx)vK z*>=+*^hnYEDPe|BAeiRU>q{x+>LGZyu$f7run@~k%Zd3D6Bq>jTV?8N3v@^fetvHx zlc`yV7maxHXEfYIK&bKKo9G1+(?TB-Ox)n+)f#euTSTjqxQ(0T6H-^v9EZy8BB@tn z?!PuXo;UJBktuD(qLRs>rZd}O7L|2S8l>10V0;4 zaA9BFKO{JAcw+8F6kg1vQIh{Dk-5hJ`HhsMl5zW=;vsFsBQHsK6Fd3%|53FYlos;i zXUQ=mQw0?N5a3#+9)#`x|BgS0Wp_M-2X05z=xbm@!@$@X9^-HbFPI?N0jHCq`I^hB zGX2Jf5dt|(>VhwSO-mCDj3Dg$jhCoYt$_1Poi&>xBZ0$I(>;=R@D*JQ7tI`{yW_c2 zsrLFFQ+$qp_StHU+0Pm!BVU8;-$L1EF(8G~;?9BH?aKod_bxB^WOHa~dfx>`e*1}k z)Y8o*+(m_c^~bw%EeOav}#ylv<*kg5aAFr3mA&1Hi4}4T1MX-d2g%IXe}kmQdm$gx*&0+ zPnASPl_-g(3+0)hgiuIOj zo!)Vy`HDrE9Ie7hLs@Hg22f=k^ECs64?ClV{ILsx#b}gn1K60&{CJXk2?j$ooOeuj zDmSOsk{9OPA2P&ZA*kXQniId-(pp^@fB+3uSIy`jnxq3?EOslX7J;C_FYkNz zj#j$7y5?QH><*Wf!sj5R@m$pl=4+H*7@E!0c)2t|;qfxo;-y#Wz*=_we^c3d$c=x64;P9{=IDQPKIvY8STsl+b-WHj)Ty)zqqJp0Y&{b^pLX0Sh060`kRR0$0iTCt8u4IrTY2pPCemuWky3(Ql< z2O|Btfjj$hac*ZQhi|H9q)n(pr*R)qr2M5t=3x^p;X&jU99%?gre}lAE%ep-X6A4> zvrjNqi@t|XK7#>`)%@|L7q^qY|9YL8-QZm%) zKEMjMQ@c8cH$9wO-`l`ZR$~WQ?f{GsoiylF{6>mc- z;wlZZw<-{^*(%y*?EOphb{%??Z<)e~Me~MtFF(2J^v589%y0aQ@1K-tE|X9>>3A>w zTqG0;$W@|bSjH>YAZUDs+KVQ3B6N8dOE2l)W;Xg=HG#4bZP4;$!aM+j1E)#y_A$X* zUGGfsYYDQntxMtHA{aa5l(yB0!4~WKgPW<6PjDoXH_z-N73rgZ@w85V~pgR z2vcVwi^!2H0Qa9YWzPYi@_m?1N;6#jnrcx>w6d^L&2=ZErI&$BtF*YcheMFjYpNzy zt`1zl$Bgy*l6(T=tCpJDEGx-4fCj~RaiIP3jjB{zaBw3eG)3x%r-^g>DZ{KbH&Do= z5-$m6zoWV5VV`R+&TQ5dyX1TBqG`Bz@gM6gT=<3CTt<^iQ}QXF{JNtQ2)SjM6pW<92NhBPYY~i#Ycyi~wcKSD|t&;lCHuQ*PBzUH$s1ga@I$&19m6zaui%!y1$E zQxnKQoGz02>}uwQA~!fVE|vM~Dun{CST&!4Z#b)dXUOyMQDg63Zj<>&(c;{x%(1ij zH_;UO@UIAVn6XDD;W;Klflt06s+bFbM^gjcVDiKDn+5@H-JGA#C?R1(xFZOq4ihcv#9nnr zk9Me3n{6wh(-ad$m0@VD3NTlpG@2i0VZ=Ozg%JHhBdKG5|*&HVDP(CN>El4yrz-ty_G!qKJ z%a}~CwmYsY751sv+&*H;?y-E327QB|n$NfdtqRb4#2%0?vk*6@z+%~NBx`xr90WEx z@@vr=*_&8-a=9771ir1FqBdh;iA`ApF(%beWhmoF#B}n7>e(%w5+BRgDSy(lm4!6O zcpZU9%NvqZBB3n4e|yG2vFUl0@odrfR%bwHgl=%$C8BFfmvYQ}w)i;7XRRt?$o-|Z zuOGL}T(_+01elKx0j0b{I@DoL5(69`8IeeYQ0$D{xb>awTk1}M~y5&9)kV)-_ z>QQ7KT#pthsl}HDzGjdg_z31qs@Q~FqbPt_TB+rDHv?BXUys3Gqi;*D@_T;47}}&o zHlX=ear2)zJU!(P-czG27ozhgW{c|*KqC08!W!*#J5r>l zM@mnS$XeBrlA3;EYF##$Q>ENQ^#1#28J{19>kYuWeM9ZwK{Ho6*7l?gBG5C+nH@jF zWrsSBi~U*C8JEkj&6uJ&Y#XXt={($yaLP(aID3HA79dqsxi_{f+eU2g?WoS$aO)0_ z-cRG+?45Ve>%gya9%K7LvqmvhrHt!uFiA%WrukwoF5lZ!VzSz~H71hFiE#KE1UKCv zWU?E2OETJ}{GNCs#O+QD>mJsO6$MX&=i{6&{#9R z6=Fym+Tb#PnQPqZKEjbF-PT3Uqe|{uQ@Pq-B{L^B(jsW-f*+0V7u738&TYG1b3nHa zy{c_9A6{xbpbxSbP>k2Qhz)L^?+M*)=-YFwJgtc#xMRMIe;e!7RUkbawfi$uR#0~f z^_`Kvgk(Rqd8i{DoL;`m*e0{3Nj}%>Lu~VK7o~bD;u|_$<^+m8|U;R4wyPR;_J= z9F`dUNz+>|1Ta!dX`6*{D@h%Q0t&6LyqJboLw{Wt^x(SKm~o(F`=zA0dAaShDsY={ zfcYvnKI-65)Ai=H`Fid25!ZwOT^<_#SBGi+fWjwcXfhW0P=#uY+l}-G{e+uEMFk52 zCye~2Y2IHyBl;Ns$kw{N&+C___SaSdMn?T$2k^oOm-~Zz{Z%qc#6dYD+SNalQJ^3o z0&@bIp_shaLv#OqeP;ya)2bVyf6@HkO)R_zDzIt}t?$Z9GCJb;f?}=eO{Lxnr>gE==Wt#0!h31rDUUtI52~|REI<-}DL51c8+r={KK{WtB^*fc@+6}}=8xq7EFT0w=4#(llsyMa|36>P zfgsP^+7kai%fRO%Zm27jYXJ~=enUgQ z-`#jY`SZhr-^P*ueB(xe2$tJRUI+VM%Z>G5R`T^>`UgM)cDMT@uV9J_g6)6yooFEh zl=HIJ|HqW{XY)OK*nFw4l%D=;^Z9^stffWqe-$g>aW5`EE9_+bN8ca8G82Jv#202@ z(dtbg{G)IDE!X>1z8>yO()Y$(zJP#)q;diH@pq6Tmufsn0+>$%=UwjU`9j`siMO?h zM)O{^uqTWKfVeMwXaf;LH5{-w zY#@RmA->FV+HJhex@F*qnUAkwwz_yLU!WS8+a%Ef?vZ)EFformds{UQOr9tc4TT`Y zU^4fmg>H%Uw1g->2#x?kalTgH6vEX0Ep+eA26PpZ;xSvUc*1&zkqTmV7kWTmbE{zDaDm25d^kq7v?Fr39}2U%b3QF z(y<|Z1}WIy1DN3OVvz8dD(OFadjc${%M#D4y8TbpQoTS@J{eJcU^y|nV!Y}%(c?<`~r@X;94TlRqcyEUb9cdy5 z(5b?x)$0v}H6-?OOX%pW#Uu6S8zDskX4@4soQ+`VHJ5ZE+aU|235N%FH-L~NcFJ#fkO1z z2PXQ?najPnmJx(+oW7&3RxG6Id)#EVF~AT!C(NWpE>ss;3RI;RRe9GG@#5tSRR> z-!Bi4&k?r3>e7pob%Bt>qgikapt+xjGKF&0H5i6l9JZy-?1FJVo{Rid`8!Q|%_K zOtH?Q7Fk$=mQ2ay=O997JQ`Rjf!cDum#35jwpof;u8eo|s+~$~tGxqsCSe){;18+E zylJg4?yvV!E&+b_IFARC-Z$$30()ep3KZeuPs`p8vJkKB=sP;&27o-!dRtckczH|ef%hf6qFjnyN?hDvaM7KGKA$$$;inBVsk8BK$UWu0KW9N{e z7xUIwhPM8BGy7cG*Lwe`5t-3^R1yoS(Jre+wbA0$dE}+aSTDL1K<9{LAaY$2@k&Wg znTA3ucr805pqU!rsMz=aJeb^8cp*OtIguSnJXI2yC0<20cf3)B2f7fVIs}0OFdlhC zyr~c6Gx^+wD5JPxhD72}Sdh6)y&}@d-Z@JU#c++ep`M6da(5&Z z!kZ>voR-4*5+yU!&#JrBOc%#4A*`+k>MBm0Rxcln^beLpi%i>}dHk}3A~}MN@99Q- z;s0Jx(lOuF=ASx9Gy>ciC3i?a#ga8oNnR+^}fnN^vvMO~Zum+mga( zmx+S#r=}Xu@ks)3A(4!hT%=riJ1P9o;ut=q=p`+A3TfEbho1yqoE@cd{kfQ1UqTSL z;IJPkEXOP8?WK<1j>-$9daXD=T#0rF5L$Dn=xKsqFY3|+he`lCLrP*bmL_{xHppDot>YR5A*lv-^YOP-&zKyRN)`YxIHDpJx_v7`8K}Icc+=gYk?@ zddi>2_1BFHTwVZ1iMi6T6US)!v2lgvudu)kg}4wP3B|1&_MeCT_XlZzAmol1zKHVv zE0Fz`J@FtOEDn!8ko@cBN347(FFgDB>0g2cfg7mk|1|)%=l|6dnMHj+ULQCl!dvJg zxx&azWVe6DX0zuI`118HZR25b@yful%*SZH2Gop&ckaUBuH1)Vx`{z((nuitna`kh zyTFGdvFN|+_J6fv%{&Xh(!}h11#dc6k4||8Obr0D(Dt7PF?&`q-@kM3+Me%mIG>!K zcN{L0K3Hf(6_2}sr1g2Z9icpW^=7P4rN&}4Z*^+UFT;7~!kpdi;JZ4a5DNrE($@7l zjcQ5!9uQwX@7>tHJ`I79v0ePgO#9;9mi~qCT$oQKeX}qY?J_-m_|Z(0tA=2xQ?c4N zQ$Om(fdm#f4Gk{;nhyno^CT}cf9RlAvuTl1#`h}B*%6dh**TGMfulM_# zk%|lW4XsKQYoe@lX}tbsvtQ*o|IHTnYZO_a143Mi#H~P%Qg)+m$bLTb8kI^le`TC? zNYiIptF56?KZR!d{?{5dNS}iy=muxqNDlst_O|x7JhF=|y z<_KGwoQ>xm3zDfcB1(~xUXDAz&a^)u< zKqHW%=5tPE%=hv6jZ;aU(c}90T7T+}0Hym4yP&NS-EGE~u-xJ-zSKC`NC$m$B#M%Qni0`#Kv#F_KsWEJo*`zQ3@wy>C zVL7p;IgL8hgNbnBn-SY{+zF4NOcAZ#=w+)9v8M*-b59LG=7+Q0xuC>pM(v##nh+wt z>_%6RGZubhT%kj)()i6rRJF$nahg!VTUP5ecnMstFB&dakAaBHGoapZ zc%Iy3w8vIu+6*A?x5lkP*mvijT(!D}?n_LL1qw9Eku93UHf64o(pjBS$Hc97kMN_Y z)H1f35Y)J?q&iC1i_MPEejTvf5hNhsTdp&h18vIL@vwPWauEf`Fn|}F1-dX524gQ{ z>GVcckruA?;hq7^C@%5p=OA)y^FfzUV3gIJhcdYY-otzIt~hRQ51QO+{j??@|bniA6FRKq~NOw29^V^7=Gtw3ydsm(MzH zQRmBQO& zm|Wc(QIRI9tSK_&#aiuwVAT$fj;M?+LnImW#2;1rII56UJ@3Pt)4`;s#x9LN*G-Ze zhq?9uR~q@tlO|QZ%zmo}MHCNESg|+)6XOvDP=WHt>)B-pxWx*amuF^Yj0j zeqccMMWZo|2@9){OrGjjfIgywv*77VV0Wr*7w9G6KwMNwZmQ7az%0gQJ6cXLu6rK=Bz#oGu<2HCoC~(A;)^X0$`GG=)F7 zQL3pZXEHH^Q#er6xi_Ba1z2if00(Q`{mN>Y8-Ieub9;YKPTHTu4vlLzeK)pw9QW(e!81g8+Zr4(3T)!RvB5+o~UAYs;_<5KnUl-)a7K{ z@~3rJ9+aa3`>K$@J*Z9PR(JCRH{>n5+-4gxoV|DV3Ks0+5|AR zV&=&ee$f&37}$EP8P8ypHU>94h>7F-HUa@(uRkHMYQHhxqr!OZL$s((Hwr1{TT1n^ zm#L$gx88xu24B0>lGtk(BZ>Ti%my^(S7?4qTn79LCcP)G-N>Bak=X%`0glx1qIquG zQ$evlE>rW_6V~u0Lj}f3d*imRa%2is0hu_r*Qf2kV|K*U#7ipGg5g8a2P7Puu^L5! z26iNr>ZYvQEGEj%1diyb&4NdargH^j5G+j6)JDG4YIOm0tK?}Sr^?D=b`B&}{nTRP zEu*ZMNKpL#(eJAg?D5%ZW2-BoDg{hU%?C?(oOSO|PaKN#`4$URsw*E^MEDuQgjREF zM&wJO?{!1%e=}>U!c-kQ>1>B~y}3lw@h&tUjv`Yig6G7XknH$0TJ~ga`{#229E{HB zoPT3B|5C$}*YY(oU#k9tlA1Sui@?XB>iLb6oy%z|JhMOAvl{}$U$D(|8TA1&Q1yC{ z#O)k?%t~&vUaQtQq12XTyUKPw5f#+4Vjrn{N&BRHb;YdN7gpXbF{YqYGM3=EE_C<6e&gJ`@6t6TGvSHTVc8PFnf`0(I(|!A`x{W)W3RkM zy8?oZWAMtA#`>jMc4txK%VukgeLvcq-SlbNN&J2?%VDtC?2$HyNM2ZGCSF^iuj!xz zS7P8+6YN%99o^EaE_fo;42wcy72{&S#Q%~=PDQlo4e3&s^6PrP3Su>VzTlNjgWK?Q zi>Ys<1;(R&N%!$NOvArXI$v}sgDq70so2V2@LfCuO+@)M#2#RRQm z`1k)-K>ny9SOB(bejF(Mk5T|bp*;Zlqw17Y|LQ0+mpIAO|M~Bqk#N5QSSbnuW+4AR zyw!k{Vh}(XE$d(ZK9m2}A%utV;A`g{*ba=uf5-Ui1G69im|4`}#sBQJzgr05LEC5% z&<_3A7D^xl!ZsF-_rIF;^#&`GrkP&a`LCtye=sxzq4EB!S-uCL8bo<1>il!7JYEMY z#@ykb`mbiw@WBcjOc+qo!PY!;2UM~jm!lFdjM|+jRm&dm+lmjnlf(K^miiJz;+LuZ zEKmR}KHQ1Dy<6H)|Bwn8Yhim;YI-%z3$D-dD&tFRTI7Aq?dY{&u{bTTEZ6QaQ)6T1 zy{?~Q{rJ+>L->wM#ZQHc*Y$?uDR7&qeD!YVrXblzs3!)U-{_&+b(e~E$i8z>Ym|y# z2@St141^IOkvj{7(``R?9}E20}fy_1{Zo~d<|beykq?x-<2Ci4)5)xLc)3_}Tt zU@j>)WxFTB@&&E6Q}pQ7`OT#zyFGHsz-sgilZL2EaB@9)xo4<_C_9jouAnLWS7<&7 zz2<6q${KKU^zHr;;DV`A#Uw?RuTdNqENau(i%-nBTu5!26s3=}Q1n4S?X<%G6f@0Z z3j5*{q$LJW3dtmfm^#d($|Y7-X@om^*Uk!4s+fFeljj>z$|NVqi&=uq@1#nPPQRI{ zDo;^YxajbO)U2JkZrqc-PIt?etR(A+CB)nsE7IZ{-hFc`c|@CFJx{HW#oQf1nP-OS z3~G-a_ubBiUaz_dycTeJ6I{HXeNf(9wAy&dW2>Dr5e& zy>BwJ%I&)iiO%_|sUh{+zS6>J`K5{NVgdGT+mJ;XYsS}cw;Ad~cSF?e!Ivy09o<4L zbKj))L>+~kjP(7>tzWBLVysq=`V=Im>IH7$S+-lTDy6%^NiNSAC@gb)N^DXUMGxSl zUc7xpSdP*p80;};FW|7|qIJvu+PrYvtllisd7sP90BU$&FufmDGO32$T~U8P1L5T0 zv+d>AvM)r4;jkCiT;A2TOJqI^+kQ=Wa(OE`3g5_)NkwvcY>&sVebL*fti=*ppL|8_ z4u;w&;A;D4wLXUwDAcFA7j`SC( zy^XQl#4GYmz1;J&M8{ISTT~+XO(9M-E&~80hO6xLbR`e3Z!$BP&JEoo^(dSMb8S6h zVq!{Qwnr^rqkbPZ^2U5Uh{kX{C#PRlbH)>wR_inFD-z&9G3^y;#HiW%J<0bK1*&|( zT*^~E8Nn9eTFC@f4>wZDQ|_bgO3aOs)XY468*?u1p-F1u&JE))G1wHThjDsrR!o$mkzJ?DO;YcAWdaR&n*89=hwvi}x1+?j zC#i}DIV~a{hn+kTJ|8RmMi#Hd@{fn*E@x+#(@T+W2=tl~*7rswB4Z#elTNO!e4zDcHDfk&O^;(E74oOqtdcK%NEvXfBn>)61jvWz*_ zgqyNc>Hus~#wwHf{Ob_kN0#^H`O{@{AWu7x0@GZbiO7 z3EyTi^R^oYd+)m*SNQpEYD>py`DX>c9W8!1vhppJ5Zgr%>@_HGYH4pa)CLbxEC5BD z-Ux`BL%3fO{8UC*Snt*Nx|mLir+-$ElMX%jX()qlRynfNxXs~YXG%I+zVXgxb3_0x zIem-kqtXkaX2BUAUG4d7K~e@hv9#jgL}m{Rxp|(wgvpc2%V-$CMh>nK0APdRWa5t!+dPdvUKauSfQ8(P z9OxGpivH<@9gOA~~H4CxpBB=*jF28MK+g~mK@do8$JuxfjErkxozMp144Xmz93fC5M>JOJ1 z=w^i%_KG}t#W{o`izht10|gmIi(6+EzVNqxRwd56kF9p*k*WAE#{;i)Fi z)fZp-SPmos+54DJ;aM|~ERmPLWa4|ijKq8m$+yfDDMf$b79ND`nPfJ4%y239# z?a;dM)Ky7Oamw~w&#n?+Tv}MV$JKGSCaUa9^o52nuKQjXGSZRBeX8~`WOSHVZ#W6q z@GV8*ttTz?3NGYSS3kWB6k+!}2z{4Xl*n4~rNFfu(AXqBJ7k}*U(1M~vm_dDbE3R- zx?p~nqk^C-@~UO6kgZh0&-z(%N>u=C(;FwP_Y~zpM2P&b86V1@&$3nzduU%iySyD3 zri9e94CUZJ+2o0!%!({7qdRz~T1AOYmDX`kZX5BV0iF}kz~}Y0-$dHMeqtpt?}L02 zI~&S;^h!;vPiMiDnRXnxJmkxz<>EmoicogrPc9cMH{0&W@9w-EA+5u*16VqCmzk5k zq#Zh44W}t;{h80#taPO)>BW{L5?PA%?CS|1E7ZhxHGH;|8GXITrI zzqR>!Y?h;LF&{qy{d5}uF01xnDr0MnS z48SMJd?}FVQ&@V>*O6O}7D8ny09`A5q;ZF`U$yDqPeS}cat7% zB$rUdqhK z_`qoQv@EWQQ*ZT)Vfy;kB~^?Ph2*57eOfTFHo?Q zki5Aq{%G#XCqjzC6!}|C*>dx~#d?C}`h7aFhav8@%#M_0IWFaVg4u7=iZbE`RZ?0_-!L41!_*ahRoR== z&8^O8o-5q|vC>fOGRzo1kQ*A6p5Ab$A6!02LnQ9F|CEr6(71&2gMj)}TV3+&&6wb`EgH=XPP%X^E>7Wwk#cMz zXxaRA1;&X7Ed_)vNvM=(0bm%`w=2L&4b2iqyD+G>#PJ-vy}gj_MBxakTa0WX@6|QR z%Qd2t+8u8z!9MPlzC`T3!`aA5$dJ2IibGHtapUr9WQ5)lu-i_b$mo!RG--*=f2s0{yEj}W=SNr#8covnef@II z{r5J#*(tx*oq5m^V_9OzMf&6C5%x1IeHQ0)9#?P%Ep?;PGO^1$A4u4in-ae~cCP#M zLo2aJwI_uKx?hiU^_v+oy~Tblxx&uGnle<|=T>~mgk>^%Tor4^Xwr(~lBn}IWNa<@ zXu;FSk#1v(AVXZFIDEBE2ay;MhysXgJeZ7ZdHtT6(a_9*v_CPGbUvX<5VQ=_whM2w z#1eySy5Y$jt9sY)Qj;(3Wh^gw$AlH!oEN^riVaqow?vFB#E>;fK>8h{TEV5&Dke~`}wmQm-3S!0-W(nWV zj|iN29z=utQE*?_(%8|t-V>QCzG`m>x2Buon8kd^$K({n(!s*C_^zEY7Ku~-BV|tq zN^W{z#}rI&dJmHCt_6dZ7f|`ro;+4E=Fose(*DudyVfdA|EepZ!L`2T@IWyZWOAa( zBp?7D^m)CmA~`>JLmrhVblGiDSh`Iab1%gvQfkc>-0{9bNepX)%SV5bckaFtRi5xF@7R@ zr&LK6dP=2LRC@nYdN=yR>YFSr!I7(1<}zGLFjSB$%cPRqO79M%m2xq+wsRvC8n4zn zlhDO6N5;0Ft~B=QWy+TW`^<-7jV)dGQc7md{IOU?Hetta%8o=5LnyL@hv7;{UAzgs zR$Xo^fy&9RaMpdx3*JmM?1wN`hgASR;G*)7Sg%LAL3*=m7P4b}Aec<>5O(SvLBVR| z>Bq~Fx+DxaiVY?B*aq`n;6XO=sb-)*zT7>OfU09j*C*MphTA{F)$@6_<8f`S3{N9u2P$>h|9vTjDjI9M0#J&6gxT4Y0#(=UPMwvN^cA7P3&erm20A7 z#ChBOa;)lIGiJv@g^A)k575F}XP(?|txv`%p^%hO7nnCFkQB?8cLq zOc$5f{O{8*{sh|L#sK)kRa_UQ}aZoZvPv0xal$>XS;AD`UH`dstG19jAX z)CH=XIwZ^)?nX>9NMSw|i>F1qzg`o(jjae#{wCERV*k!a6>UDZu2tcSAha;{2|0Hs zEG1k*KQ^V3(mkGkY341&D3|tai1qw))UJN7f=?l_LX(I~75DZD-#$y5-TkaLZ$PAF zq&P0PmoJdrHg+1U7gjUD_{4!2QP*in9{;XDwL!WVH!puo9(~QO(n!9&x;sIpRhp6k za-@!*u)*Gs!Jjb?Tj$4pnCtk4I4#bMtFL_D)?!kznXd~u?$bNz+YgLcZ;M}rD*Y^} z$h78f8LleJdP}*FM=P7iVU~L*q`kr>2#aq&*OAZQzGOlEgTlmco27D&sO3tHY#^FL zKYsvLUz;A@kCZ+{vuixTr%=DsY2Jxi6T5*lu;lEjCZ_GHeQ68_2EFNezXtrEBoX%Z z`VaNnKz3fXyK1LEhkn_O*r}h*M=mGC-_>T*%%)3Mh!FK4q^%X0(jn+5G}RSNFM0@! zv>#EC@DO;zA7c;(6s8+%kY@?EyC$r?EsHEzA-?DF85dU4!4|h0MjVEl94+MC)^ngO zv0rC#)J4`L%;Kv$ikQU74Yzh~o4?wxhcSx9r}cTI-pyNV6bhbzf|&Tu_qHk$jrIPM zvDQkxySfxfdc%-2^kr_NTC}NS)KEL&I=# zsDgo@%4v1bve@m8d6fh`g~EPIx0~V9!FH&r(F$S+%}{&}(uzt!1JHJ(*V};zf5>R!+H7{rsaT&9>uWZB>Vo zKPCm%7(p*9mx^xrs(ujZPB%5)cHa<1D|bj{Ojs4{F_;tKSV*%Ha) z?@z~er?>piD8ebW?fN6eak$iMh+7L28!C9Wv+1~_7$n=H&c`;pD;vrto>90geo|4{ z)l6*M8ByTbl~@ZX2X$Wbj||}GZ@+5^11KQ9Zirp#VcBR0Q$EPVi>I-N2)w4s<VSkLmgsL|*R<%FUV(6e0fk4|f<60R8`Pi)H@@ zkRS4Wnv{F-_-xvZ_;?vef;u(PBh0tasBwLT34SU`!ae#5Lw{v4M@>oA_h=sBR{d1zp1-4-`{AORL> zrPWXN;Dt5@K0(t7v%?M)&Qqw3{0BSA!GgP6@DSV`g1ZOz;O_1OU%2}^MR(HQ|Ml4CT%60j_YI?11JUX{J^6u_!%hJf4}jO&=OduZKcX#}3I+RmedLf!t;VgiTULhn2ms*_5OyC}EjI@MGU58*Cn#fUfYAQG z2CFl2#c?^)LN}uc1@cAw(@u(d?sS|bF^K|C0~y?AUz9dt41loT02tx`fB~-2`SA@P z4m2*fv)0ks2Qbb6*DnCY^KR~k5fxAu3QTXgC4O@Yy+p_-x&0SkMV}1cH&bg~VXn#%t4wz^ zlu#IfKpaKZa47OEp&KhzrXqmYXnDQ6Fb#Uo>kui!Edc5K)n;$?8ujMxF3UPY=j7z% z%Me_!`qC^aDWU37YJqaGNX5^gR2D3}=2hHWiFp3y#+va8Tg13y$EgApWw6*90Ow!t z3XZA&?k_Wf%`w)XD4N#Oc$wmxOY+WjDij&#fB8hf1^j=by#tD8|9_#q4K2q~T@l~% z>1h2o-aFwxm~;7rXW%LDJ`9D{3U6ns$=hyS72>||{#0!Rzys>`bjuvzL*H}2Jd2J2 zI!or0KR!%T{mR$%@=H)f*&IrL+3(RzzrQKo6^;%U0S#}%Upm^Kz{ZB+S}znjv`J3u z!tNCK7>~FuJQ-sQ!Nz0w(h)?IijXK-_3PPWv7Oa}=XVb+}NLdu}WlY7%O31Fd zbku$^VgFtVUCfZqo_M4xf9EM4pMLvuD&Q0T+YJ%->{4vl*-Pj0#szxKRS7kcx02p~CIh?9bsF(003J5iueP{FSZefKw6pZA zGCt(gYOtGL(A32`9_#ZO)x74?|FyGYQXP5`>IKYOmTpRA7x9~H_=EZCcb$O|A5+D`aGLvfi{2Tth|#^u)y-^}Mdx<~q0d~CQy#0cct%kX-7$!L=q!U>%YNbZpiYZ6*5 zxx@>mvD=~)P8tc;MYyX!5bhfSP+m^D{!t*W*C)a@_T1bZr@y{d%$MEU`L(Bb|H*7( z6OVdJEQyuq41+urw}rPm42umrzH?j}^Yc4e6$BcMnvRWJFek!3<8|Zp0~%mJ)&Xjb zF@9pg>XwMB@t}7-ejH(UIf>MknNT6LDM`D<`7nR%3i47dHP&|6o$GJ>+8mw-y_99z zpl$&?Veci@07z?=XA`S@N<{ z(1_gHZLMv^bw&5%c|QecaoB$v-ynH^-Yw?h?yi2+vKQk#kkFaw+2mLik-;re8EtfW zIQvUJ*N)^cfm~iNNd4(3Yt z%7fKzpcNd?B)(VitMv{BU{`fquX=(UmUiE-|LhJiyLup|R4(~$;-QoOI*wAQ{Yz_0 z6rFYYtT>GP77k_H`>{6UXfnwwjZ6K_g6BA0KA%Pn1-M>0xUUTzMbqYE_41u>2#g}F zM-4ZQmfhLyuS%YhO~c7aUop17tBwbZZPl%A@9#n76K9S&%7GTA6=dc&ap-76O`uNMm7rI5U-X_`; zcMWwyfvHn=wOVa3Ff`)e^|%@PIlN)&NVxa4A);e;zxIfz))?hrT5&_Njq#juBGxJ9 zPAz3@?woDo@u@dscdWJ4wh+W?KV#v+`kihfUp7d6Kcs11{k*{&+-humfklyV;cYt+ z$mmWy8o=|8&&wl6JVpcjb?wbg%vA5j&fZ?(qv6%s{dKjn})9j%}qB*pU*; z>*^o+ts7aCgOf7eCE>8%H8ogF1fJTB=f{G+bH^Y%M}IiTGn zgs`w2&0>*Pv6Sk9GJZTx#yb?RYcW(71SNf3?ju(F>#*e9o#bnOd*PqTs*ZQ!^9_yKp zf`CRFZrz&ZAG|6p0`Nsyn!W+nvoNQGM=&0&aPxNC%G;_u@;NTz)Q{JEX>HY};x`>a zK}06$4~=O|h68~N2EBVfHWTRIpWN#G0G+h5$|m1|@EThIN4FaPCJQUEvkO0M+`{(Q^J`zK$PhLH3>eFz2P?y*LkSQM3IP&G-9{0L_8k zV1|!#Z`o{3JI95BS?;mG%CD#KfUvbI*i<$%tNXN)@ti`pk}?npXMId}RjKV`tauxR zdRF~V{{pfXXkc_*@H3^$$bWi}s938BSAvG^kXyv{|G?+d5uFh82 zi*)JLA5TTMP-McNc)iCa*Sx;VF$JL$_;!6sPsi$rh*;TD+Q2^^x1QcjjB}|%vhQ1qxN)~?KUW(P`0RmL z%*MAJZ}LgO?^IQ{iKNIw9e1pp?&@eETzN45(^2!w_*ckxuWpb4P_fNTyAJkT6Jo}z zgCH3^r)gb4RxzRoT)b!uSfw?B2)OY4dL&}Z{enH;po<@Ebm_* ztW>@feSI{os}D}+RSW_f?ORJ2mUMMIHdQ{fktE)aN@n;#G8Mp#eNj7clu2;Ia>@Y!}BaSuL5W$MY_&I9GsH}$M_DM6K=&ir#2_#wDfpj5OE2a)(K}(0YoT7XaTZ7A#>x*Z3ve1LY$uHyfTAelhwDR}?xBxo_NtfW z^I06v3>`pnZ2=K?XjSLY@1@<@hBXV-Sc$j+Pa>;m9LtN1s=^LafB+82T{&M^_$9Kz zb77`_O(}-KVN6^oGG;a0-i$?w1+eQ~UXusvbCVihW=b{GV2q<>Z>x+LoS&%HiMFEV zDNKdlzQA)l^7l@lnaolfV7jd1!-rC9AUm7^7+8Z5NU;H)JII`b@>w5IumS76X=4Sj z$uad>Nl`6*YXL;yQD)$g)l29Od}wHRlCF=`6>%ml`J-M4Ffgp&VhiBJ5GE!deW%74 zn2{Kmn=cR7wMJ4o*czam*EAmz6}iCf8TQwl=7*kZ3jWH6dK?}l)_C@>yv+b#qpM8A z)%liUv>9I5j^-4U%F3RsYU@?6&d(42!HtabAA^G_h^t4h<9uHtz-{lVsZeP7xo}08 z%TanwvuksbwW#-UsL?*9vaPDQ*@Ut->;+VSGR1Vi}auOG+3H@26nQ7-ZUw+VbzfIL?;Y&N>@WZ~s^UW!w(Lpho07q;`M*N!Sj=sd*c87*G+Z)Gxse+yi z-d9-nd%XZ;1M*?KHtOC(Mu;ov{AA^Ec1itl>3zP#ogq<=2E)G2kluV;OADQvMffha#YAamk6!(hlvY_n#bT=?tPr{V74HN`41ObB(;@BBzV)j_26Mt*{(T*A0zP$ zr~34HWBQ^=stt!6*2$o6(>Y?g%tlu{6{?i_4NH#Nj;%WQd!;>cU$%J;5mZV}7sVO< z?CMWfY#14(s+0kQt2E7KODJ@`xzvsh#-+E578mn($cj2&744)gmwt~{AAIG50txEJ z@T~Sy+Ib}~cC|~jDOLRz znSR*ygJ@xNZ=?d6{$!Hkc^=QZP)xA}SM|q91oKrZRTVk>gOca;#qadO_$lDh_a`pw z<0~qk$C81U+xcA}ZmfGA^MIGK)>~hMVP~YLGCx|_MnofFh~W*q+CEe}8yKW3%!=#4 z{&WZxJD=b`0h_jW`zf?y*l%ahZTR;ihh4m+j_nJ~QV{*ArTOmWSi8~plE zFK6un_GnIOk(xgx*F~=UqNc`uDDEy3n$be31PAov_F#D%%Q>HH2B%T%PdhVpf0w3w zk4m3toKUq#G!qe0g@#9wdZ! z)M|z*&4M4148ba3Pj9|ftE5;!&q{l(&=?f|_Sl~!T0V1gcrn23Vn*N9&Jqnhl)L7v4s(S?4 zLUdcacu8a4Z8WU=b+pNSi{8pzU0Y4*CSMyRDuzY7caxqB`Zlh|{bhoJYFr*bnf-tW z`4gWSMoo>lokJfh1n{qKR+KQ;6>zDy)0f+f1-yCtxU5?UtedZjkX*n*t~tjBRkq7! zj*LeVgo0JhZO?7DOcFbz+zLP@QLmuLbtaa~mp;{ko>dr_c z9Zn(1Yi%xnBIpBNp{LO0y5;HeUi1Wb2;{LQNblwIxf&f9?`ND7*W6g0maIiweU0|I z6LcAjL_Vn*V-9c`1|A792;v32WOOde$t`S2>#ef}ycwcD$@|4Ll0$9ts6n}#BRY%! z_>~)fce$V3z;e9%K&RHJXWL!jEi*`Y~2F}}w!}F>a4bK5tWp=2E|h+)I%e&&P= zYJd}J1J97lk_@Vh#RXFizQ@_zkY?`E#LRHNqTsMO`CitgG+B}yz=1Tr^9vsrL${ql zMWXYYsf$q9aTfo{%tKN>Zo&#OpP7o7ABuC+>sl!Ek|*URCz@)`>BHqCW*M#nB-uK#^jUQ-rnr}N+h{I`5x1!C=~*m1T9$0=srobMGE9yjmTCh%uEW&nvy~dY z8Nco?;jo`7rOeht;fp_NX>i1{$1O%Q?u#5Bs=o0$nJwz;*`xdt_wsRTwY+tEk4nuV zGu>Yb-Ma%eRW-GUR#QnWyUU`a90~gEaq7A z53CFrgVt?#KhJq^hH88_@09yll?u<+Eo8cqq|#-fSg8!<>5}m(v;~e-twD%+j8ED&cfful>lb(*HI=`U?Yff>cJpqAZ z=<66Bzoh@UhRHC?J$FJnyTJ?Rr2p!R_KF62EBMbu;tc3cUP%d3QYLEXLr zZFF`e1u3gWlQxQOZ8|^tOC9O@V^bAc9}}8sJLTsVi>mx!choIMs)$7%qX>|pK^w-t zSN)x4!L6?JsY>}GC7@ajS3jWS0V&e`g*eg)KF6q=>`=j^pNShq?k;e}HQ zz8A+}PxId#xSvA!YTZF)R_p5{N`JQx2*18q@$kN%-cfQRERa_Fi)~rI1YKXWxMc;g z{ddpejT7XIv-Hn&depypref95pHIcBrF(t<)dGQ*`0`Emd(QiRB>4X34B`)?eBX#M zP6>bcPfPf3SOHw@3-kzgvDg#+P?<&0d52;IYr>#iuwP1 z7jQ!hZgS@H3_8T|E#LNGq^Z9q#unEMF#ZqemN5E7588W8Xd)#K-@iGe1b`q9Q_8`D z=a&K5K4{E;B&=RQf4|U^@~IT2k7h`0NBWBSY#92_9R7U}2_(j+;^s6xXaAxJLrViwIo9|7Z@ubKQI0*tF+ z&Jh2P>do)9`x%%@Uy&ZTf6b(67%=XSnNQSo@LB}WPa3rfUJtIRAh1wSL|?mrpV4tE zlzzEo{REH0?pLIn-N7#d&UaILUw&#^e4osx+pGq+L)@;#ltW2O;L?4E+kr~saaTE6 zjkc+*nP`gDG|_I}IxG$ExPY}b4YKnBC`yc86L^^)U%98A#(>|%lBuaTn3X;}fV%Xu z1F)ZV#!(Hs2c`*n+cXFR@3iVQZYt7EW1dfN-in$9KF1Z(^?W-XrLubnTmxbqNUGl9 z?v+ns>_6hUCuZ?->5Mx9O8nNT>NKdXQl|U zd9%NNryVl`!wvIjnq(e7YzDs#!)s#VK0vJ5H^c!w@bzVb4SLq6xXCxq&sagFni5KV zG+ZpXj?(^Ysp*r+C@zhWM7LXbwPF83Atf4Yv$XR-<*#1t(Z$X*Zbyl$Lq7Z+2feLW zMY8}OqkdYrI&iyy0C&^cgO49`uMGNv(BTQG7m#!5ulJ06YjVzT_gYy%`bIr)NF|*U=JRlh`VJ;f z6g7e*1d24?*Q5q>0EBi@d5x1}s+t!Q9<$Lf{Za)#wXV1F%m&0a!(t99Zyj+{@9lfH zC-fRy%*K*y3N%;wOGTx>R>o_$Zq1-l0^{ZZ5YY(kMFyTzOIO49@zCTR&x}%SCb%}keo7T zTEjjvXS1a$*GwTM#y;EB&o#J2+^K8{J9vEfTAO=5A6P$P63)}A$!E{|jyh0+sCWk`tthOp@XQ#Tq$bN%F+nN2C(*t$7ynsY~^-!IB`%p zI-D0~G;Tg&??k?k&F&rSkzOPQ=!?+=LT-EKYs=9LiVBHI_S=QRrfn9hm5N0wMfl6d zpXuJ;c;0Qj0l*XyuRpw&j0t>|qcTj1Qs)&D`e2&6*&ibb5IPBlQ&?kDl64bG2mp>@ z0o11F#8z$X_Cu)px#O1%{8?S+(ueOx0b4JvOdQQrV$AnvF}$}#39Vc2gP99-C0VVO zEMS63B+(}AoFW00rNI-tUWpOxc_Yvj&P1iBd7*Z7k;l_8J=2?em$7RU#ey#sJEk~r zUVH~8Opyz~Y^Fw%t57R5l_yy$l~H@9 zs0LQ0ykF5|fT+bS8DwP{i0D1^plEECO!6sY;OP;5qS{>)2pVOpm;nK%?IwAYIF6Xq zaUVNZoHuoig@q5CR#p6%t)<$MOyBRVsX}FKuqw;#>nE>R`C8}0`Is!)kc20iN#mh7 z>;cz^+SShM>qx-?^o<$sp_hvp{QLIG_5AyU7Ir|6RL1dQ3ac5A3#CR41X)Bu-Vmx(B=?AaHt2E9V9#T5q*;z#e z^6pjSNA;0?&mYdm5QRFqzDqN$akfmCDuK6%;Ijc3_+L-At6u~(5_(C@XQ)Zb%iFLh zF88P2Y_fTG=qh~I)8Viqmd8DE%m>o88fvv4N^YyG+Viwxwm|Iz@%VGgrT3KW79U7S zpSKKQO#KiUc5{5iSzN#fu5MI7_f;Iy9uu5S)xo5fVv89GGStD1oAH`XiB3(HMZ~J< z9ap+A&JViR?{9J&z?AWH1`~He_lP>F4*NDCWR|*HHFe@``M7USMDEikz@o8={c{`J z^P9yP9xN{P4Xeo5?8M{a>N&pgFU$P6YL3~OYs-GLHYClOY<8#qD90zQg*!CR&>jjl|*4Z?{oBg znkT9?$xvaS2%4jC7&qQEG>MWi!TH!-Y&YRa&NJo`U*C2V!5?hN`aHPiN*8Z4+MXe~ z9;~}d7hqQJ+|uwte!~BDrniO+>M^%Qjs>hp3ab({aSx_D$pJ=17iR8@Z=)?doP*VL ztppJlt%{6BQg-NFU%>J4!^Gv3Uqiqe1d92i;+Z$>zq)&mqfI{?>B{n0#D+QArWl?e z^Cb&dC@GQ3N^7n-w3O&H31}?MeWX+-2XP$F7~ear!3(eDdU;CCKdD#Cc%`r_AMK}i zEqn`g#jP<{WDO$$0@gy-%_2Ch5DDXu8drwaDqE4<)6V+5kz6c9eT&k$ljAOe#*@{+*e(nPpb} zWd?VHoko9uEzT*#^ek$J5v=tZUVWYUx7w6^iOzK)(Jdooo$q}HUJ*tCCq2mhfbiM} z*G6kPWoUbnK^pUT>Oi_!Beiy&htVdxm|6-TTlJ_E;J&B>)LHwuTj)|)8fMgnH=K{6 zK1@>rj(TFa&E-wuXeOJt<0h*M)y(&;>6rEJB#VVVJieJx1*tn|XT$g=;L3SK9%&7i&n|1n zD zzFWP|kQ~HH83538+8G=GF5+sTXJiKwO>yUZyp)?;6f#N%h=6kbasX6ifI#ZOZHpY*NvB8Mqb%KA8Vxy!r%d-Qm2)ow>~UqA!v`h;cR|D%)3J_;sYS`DFPDkmsmH2@Z_9t5Jp3hiT?m6rzai zbu?5NNhEgcIVpdQtmCsauLcZ9BmtqYsfo+t;BdBu&qDcKrtHn7tIbAD4GvN}<@^M~ z$<7XDWV)cmLp4h}wc*-Mx6Cpfxov8n5FBb^TM(PXr5QSppV<&5qKY2Hm!`4WSEtFc zS(Ga8v=U34DzEXHHc&r%ddBr@E|#hy>H!RQo|!?w`^^mv&-x)!R{gL}CKq;xX}<+x zaKgBT_-NHxj)pmD>+1}cpN3pZT*o`C9C*`(dLJYl4vn}ubHk(N?up%GPLbP^vVqa> zXg-rUSxA?W+JyUgRYx&7c&xnU4h^gb&!y#~;0Y2yDa}py+Rr#!?|Ec9& z__uEgAQ>D}x$<~b%9DQZ_I(s&h-6`OrEiD8fI6@EI0JoODo3?#liO(n@4i#D$ZD3X zDqEF{V|j6rm1u9+eejlqv&fEaj;wXuw&2@~TpNBAvD;-7&K&DxCR3g#jYb9I$A)$_ zzN(^)?NXf)=2YvMwAs>M7o7Cm2Xc|k)AQecS(?j3f*Cn&d?hpKAh4R1dtXdYG$}(2 z#BkLeC>vp5q!tXx8@KQL_&|WGg~j0AAx-}t>7z(QT8@<@yh5%5M}IU&NFy#u#;AU- z{v{sh{USdo<#me&&C92*6({nxI*3X(uZoW@R`{aEHbeoMdPb!t>xqKfBtDu^2S#xI zuc(RDs}19fyvw6W7ECf+A0T4v?^)R-p&VT`>kS*4?>q4Kt}lrCB{rRw%L<@Zz@;ns z{pJD94AqRt+e!Mlsp|Lm+Y}>D_EE0zw%XZuDt76mqh}iMrl0FQd%Do%W``^Dzz&BK zD~j9v_razHn#n3DuI}4||JYz?1J^XWH1tCqt+F$n0|4^}e&R5ooh+otd z-R?W-ODhC&z21H`M`G1UigWPww5?n@``dh-ZV(BGm#6|B;tf#FUD$*sAX^;Fk0u zDcaCyDR;tgnhb+9wDc^KS?$YySUP4ij|-?gJ=~UjkJf>`-*bH38H}1Q#hZ@k<&=5~ zX!07ZJRQ%l%|&i;f*}!9qkg_r%t6bg6(&>e|JdRIKcQ7^)nZ#Lz^-Ooa&dUtZXEua zkj6(DmYZSTV_<6D4$R|RfT(PWnO`P(>!8fvT-xIS12<419j7eD;V7(CVrfj{^1>@} zslmPv!||Q}_fdRp$pgm@{P$a5LWs}~sP|tRzbn>0c!&p2^k#anYqq%ta!92IA|AZ`elp|T9NjUoG zt(J{DFCq1|iL2&VheU`b%2#5@A2%Nr%qysY2h$6_y&EZJX7vbM_&T-fgHi6FrDgOh zv>^s;pQbGE1`}RBg4?OX<+5BDUZwn? zRJS2AZQsdiTjYMZ;L^3jkGz!kMHq<5uKYbn1tb+B`pA z$ae*}+MHsOBC~xaoc*3*jX%)=d*^Qj_ZcK3jY=hQJwq@1lZb-g5p&;fl!Eyo>WIhg zYOThX)HL&+7(^xFD38qcswRHaCRVh%9lE(brbUE;G+fj2^(kzu9^5{=-$fU3M!ZI} z(OdWXto^m!Ztn~OR^_#|MXD`58K^hIn@NJROn{@it|`3uldDFllMPvbGDZm7O`{cU zI@s^l!s>Aqx2FM_Ru>spUq=s(I#E^vgb1Av1ikE?3lZxQ-?~}k-m!&UfguH-n=v=Idzh5e&kAJKxc9)@Uk8pOBf{mD+3<$WcpRPjiJ!pd z2S5ID&+zF^1qvJ>?Y1^R@?4mOjS{C4)dtF%_z3peCo`+kHaON446cjPdau4n#@bi- zvMsz{;&_RORR8Mfa6J?;o)Xb&BlNiZfewVAt9FV&ON!~>721+&T-6%hMRU#N?lt0Z zFza#H)NRkTBL(G$HYwwTC%_N-JlQpFlb$-m{*U-tN33p1MPCW>%RxlW@a3)=Qr<#Q3OTvS_QV zP{dp-#So7!&9SB!fE|KEwXL8jw}xDz;IT^w*LxJ(UCn&;7RlzyWXF*Tw~qKtA+!ST zEm2Jl^~O+Q%$vDx-qt9nu4)OA?W->U81 zEOHJ8omlOp?y<)q>^SaJvbA2>SUJ|}Iv=_Jf(Ve;>Y1^UK%Q`z>3-s&FiBszi(pD^ zyAv$5+ch5{){5|CICC7PVX$E=S)z60*a->Z}|`HZyL zL)!*f$SAQd7#U&~=<&hOKc&_re%$zD%6E|ju@%c5(5q!e@@o)(Y0zrbk;&=iYcj5tKgX5x|aL602RQsEI4B4udM|+@00!;Qx9k=K9{%pEZ)TfhOd8D z>VDVjLV-f0|69_S-^SK|%C%pmfM|xWT3e0sUxh#V=aQ^QqSU{?hY=|41`j#u7yj4R z0|uL7K$!eqpONBU-vfx%b(1kJ2IT&0U^pV6uBGqapYyNp`M($NyM*lXfAS3Yw8I^& zREw%SR!aa<-neT1gV_5+Nlc8#qppk|H#WDA*M;d5#H6GHKtIZ;<)*Fh zvgI7B7MO{wOB#ht1$5W#B$Jm2AMqKTme_slY$=RpN75#$l+E|DwvPDLJd>DBqsi_8 z2A){kPDVn8XawsHuJ?m@!%nLXqvZm#EZ|P;dVg4#3mCEjCjj7JJIHNSU;yl5{G#=7 z5q9H1tLJ^``S1AFLn;C&X8lBYXN=ixTx2<=gua(w;O=7>S3wcKdzAC>=vRJG=B+j16HJdKt z?aU1b(e*gZeaKd6z_P0EKw~rL37u%sROPU{C;&=}Tr^5PMt^RLA+SdfcXmJl8_^Uo zz4?_zp+Z9y_mi4#jC6{om3Wl4prCJwdbJ7y8Z|yZiM!C!{qebS9svJl9L!Y;o$b)! z%get*%kzUp-PHRj0APy!^}GQ%n?kLYIz=R3TX2xQ`}L80KygXshr{_MRX`fpxD1EW zp>H#Z%h`%TyD`?VFR~*wB4U*w1cNSWZlgQbupfm~*Iod;IhYVz<`{Yy#>O1OSz})K zDRMS7JR~FrzzLdjWGi)OlFnBf#e9pSlxTF=;~r1-zf+H^b7 z8^*@OHjb!Ys;bN`&2Asg>2l0xxrjx>vHQOOFc_%YlkAA01}2k{0ckVKn~O==&B;;T znCp=yN1od$rtQ1>%IsXXn*H<}R8pzPou|uYZX2-Y+3;G&GoKa6*Q!0P_If9pUF|E& z_^yX0&qkV##ZNc74X=hU&&Jz*&YocLl261+nkgmmKn)1!1ConQIMC-&__NFw7PT`O z@4C1J81s1-?NB9T|{^h)p|uJ*E_z>|z7S5mgY>zq0SG9D+jqIU*ihWAw=AjqnOJ{(ah`9D`|$S6to@Q~Qr zKIw~D)*4Ri>Z-2~RDd%Pjb|Y+q zyWmlcd};M6c&%DE0v9!VLic!FjYrd$B`Cksln5SLTblf=wX_czO6Cz|wOpVMF!(gY zQJ+r`F$a{R>&4bLRftpl72sSSf_sTgMp6~Zb+oslCQ}i&BU+BWUN3m-vW!RI@sZY; zO~;>_vG^4eEJ3Y@2i;0s-73W+;uD5VUikr!G3|ba3=Wq>(nRjCH@Qs8R89CFesO{y z5J?RRq`5}7D@(nww@H_GuFlW!lBgT)2M}F`M@xKLfEcWqr5G6&o5k6f=~6+ZQempg4x~6i5G4e+qfbyvVS(` zxIe{eWhBde8tZY^pYO}Tu{`yNjF714WU7uIfPmqkgRnoR<2*F%dfjpjJ(GiT%B9>O znLKOQP=6~qhsRZSlf-Bg&t#(DU1(j`?D_{~P;gU$3?K)z7$E_Ov%;XDG?M@>Mu6as zc0T=ewp0=$qx*=KcEh1QMX9~wPXa7QapO(DTW-mCYVjz*>Xbw}-G;|}sUWJM6%dpY zk|^+vPxiHbv{Qe3!R3eZ$u zgY?NAj2G`6(auSwHCPsby?1w1t{K03O!?IPZGdG~%K!u7J*P$Dh3A2-tJKb1>Qw(z zw%48b0;oA&bFoHwi=-djVj`!%$FWp0fwo^owAxPa1IP3$i`%NLv;2{4)7i2xleaIZ zLTe7kOH+_0BcfZ+28tn_8>fp^2Af^abH!so4`mg`xo`Kc<|+*uwJ!L2a;=u{*!y#5 zD9BNr_pr$Zl}9D+1F=#D0e5i1^5#3;y|UGD2tQz=CFjqroRuAFnEQ4bp;@5qvr!zZ z!st3A?2@t>C8G$1L%G(a!VD7THYyu87Dbql3zZ6^6{Fvv^ zXc5D>Wz)Gy)M#E)Rn>fUt@gNiy4U&T4}#PhUb~vD5=PWkX)5|?5*8oDd0n`p?VQ_} zU$OP4ShvtDUtsaru>8om_G=+g1c0mMyW*JVp!c93Chi>bt_U4}Bs}1J`5VJh zevJx?n!pnx_yG}94hv*(aPQ?JV}C+;YpP>Ao6h%xxwcLNy3r^i(V^5BYW1oG*_6lZ zJBVS6J09$OBtYy1T@!jvFsT~$V!^5L}odl&`0q$dRHyKO4ps8A;Md4JjrYJ%aHGJ9!R~?Jw(^D?P z{i(ewYp~9vjvPV5(;X-`(u(5ui2}0gWI#ClAeBT2{}J1#Sl~36eV6*pAK(c8$G2-6 zFmI=^sgeGC^czcJ_6ES7d{9dImlG!N4?yZDKiu*2H*V?gKL=(G21xk|1>#Kqg>CtW z27La12Y9}_|L?cRC-klI2aLZw!#v(3ww!$((s5NYF6T58T(8&77c_3Ojl-U(mvF+X zbPfKK`mdRhMq2&azOe`TwPnUIC0y`Yr_d;<5t8ZL91|8inQP4~X8Dvnq8>94-(=fl z7?i$vC~OG-PT=b~fi1a#b1|)^bpQ^)(Cw5)ofcgjFw($u=h^036wMJ+*s}LHenp45 zuYkM+DZFp`AC?64KqgT^6xpuKk6%j3>y%6O#)x$8L{(t2`rALNZU^4R7Ru@6UsaFD z&6Rk=J@}7%0wj7{mD>;Pkej0{Bbwbnvzh$<>d?8R+2mMfzJaNKVDkfhUrcWVUd(t~ zc$84k>z9~J^=kkTI5tx#XfSU$MY^j^^?^n*fd-K_>O4~(T&S2o&;Za_zm1Ch9@&Ni zz*se4PbHDTM}ElQu4H-|334_Tna7-(4d!2S@&-QLp-V#{+Jr z)^3ynvR8__>NWJ-1*$%MF zqherKPon!_K1(ZIU5@m0WiFdMoXipjV4TDUF=$FDbMIK~x5@XW3bRv{UXqK3uf1#e zyjYuNI20>hq*7`&!0EVvcQ!RSD$!JHNh}nIRH)-+{0EyMU5`zfuhMZQP9w+WQL^lDr6mNEiwB`Cw;VLWbRN3O*pTZ$h zoWNYh;BYx5f^W~ZW1PX);ZsG*omwG4CI={fNPPN~HI%`&YGJ$H7e&+qSz|j%iaPSN z(-n-`V`;fH5NEd^dt9Y)dejEyb=}QeiRSfm<8Yzx_yt+#bjYb*ZCr{jHB+KvuOlP#R8F$JP^z?UzRrJ$#L5oheti+>a zhf;|=gZcp$&nxH10&1v%EW?d-o(0?EVjb4bys37g)E$`u4VCDWYr_cO4n|X{%D7&q zIdATnq(}J+i6iK*@ukL} zV(XrOuP=0Oa`SdaH!7sQ|^ zO;XC@ElKI&x`KP#s{N>h-`%BQAF|LeHin5;;;*wd=lem&Fs#AYVAM^&YuJKrA|2er zNl}>$83q3mcI2xgk_f(;S?t%l;4y*bBh}v z`6%~es8kB4FyP8dg6Dk}EU%%by|;MHP^eVtJCwpDi9wraLM;P+8ujKjeOV1vSI1Fp zJdnoIIQV_EEfUa58azm1+Pw7|?GL|66M=WgW81BkeU9UXOvwc&^B<3pej5DV*1p0$ z7d-#DMst~PmQmQ*68kHg5zo4lEBld?r*J0YA$&Y-q#2S*=wwY_o><*X{QCA&zgbK+P%%SfALCptk>n z7N@Ghxl(hxbNm*?O7)9YvIaC$N<`Ok-aM5W3kJJM2O#OH^&I*{^e}V7|e^WA&}@{kd8IZ zza#xpoI(eBRn{;JUp3LFrsTZpm|$yEoj;ka$yW3KkoA^fRdoxruyhJYH;5qJ0@5YY z-Q6JF-L15wba!{RbV+x|rW-cRxA460x%Zy$dH4YvHf!w_bB;CUh|t_bRUJ3wuTNL8 ztv8E@&7ZD4SwVTZVVjDru67t+z!L&1-w$8{{9;g2DMfA@kKr2=@KSl-=#@IH;9F|D z^{ma_G|9@cidI`5f&^LuyisiCN?>x;CJE!ai%UV1CX3SP;P^3(+E#Tw&lfLQ+y|Md zkJ7pFJr>6EXYWkpp&RmwjyIl;4OjoHcj-z3dXMb|(7pJ0%L(%ubg^zndq<&uo3}?I zLq770+fGOGS$6?7wllniiB$MM$UunvUtA!Lp(rdB@LJzWmMUPdY4@}%aYj;)(K=s@|itZuk#zsLJD3go-^M=2_ zNz8cV7uI0u{=I_#y?bde09ZZr|IZ%W0Z=;Vq5(qk-#PjJYyr@iv*>;NpCl#QyH^1B zXw`}S&wu_e4rlR0j^aPR@&U%1UqcH_ZU6)u7GIw(nu=kw*d106{FDYJVSR~n0DZaG z9@{DEA5<*Z2I*3YElg5S0Bz&xmt7~RQ-MGV(1-mg%C->v%Oy;JPX2{St;M9S0M7xe zn#NGdG7QGEidI`#!zt#E#WqYZ>3BOKS#RAckVzzIM?a5&gu@v7sw}ZLmdyL!>;cxfGae!DVbfjZiDA@D z$J9Tfl-u3N>66GqG_D(Od^tfO{G4EF0aK&Sp<_tS4ab*0$84y&ll9 zvTeNE&6qiqQU}~GTA{x&FR~K%Z|BnPSyfGik-q)C}<@ox-c_s@=5tDJzKhj zX73(O<^S;b&A>oSF0h6-bv&mMlS%3aG6`EB6_1N^i*z!Z)t>mw*yQu_C3GXC^N|zs z^_}zMEy5)?(DkQIty5ZQxmqo~>JBypJZgG>0)Zm{_&%DO@cz0K6wo{Mux$FWQs-en z=RJ_Uz0xleQGSFjwnQ2*|YD#U5Yh_1QIJ;Gtz&ombUVQ?pOd; zi7(0+0q1OXOkF3nX2|{i3a?D@qWS|*x0*p@6eUpxkK54iAcgPM>X2cxKzn&l^oA35=7!-QwOF+lRIhj#*gmtLt~-LO~W}KHj)yT8)eO%?t7TI`ljEs!Lu2j*D$mvSv}N;Ms+M49u=ZY(eMlr6&_Vw$$Nc@Q@-*WGive$K$S z@ho-EjKuBK^mkQR;|HK_EpxeBi>_*gHX{d{P3hA_i}B3!a?Qo{Yy$>5N>lrEI68fWOZ?gM z&S+zEC*S+$GIsj`#u1x~rblHF)8Ft@tzKw$%SDFB@@cfkSD8+ z#^?YQ=2GL=HvTi({l&aAz|kPpPI6yE$mg!aQZ%dtq5O@j*6L>|jJI+kY~yY(CQYWz z-7|}u<#MaYqD3QmZ&-3=4x1FP{s5CeIwv}5{nv^+2DNIbdh3;}yVE$s{-{AHurr6*7Ah=NMzM$H z)Yrd){q)QEbCoE1jkyi}NVaRB^ee>Ca!mtp(woB;tUWVH)PK_vLBfgok8pf&BChEtYobUQOImfq)(7fC(T zT7`;7l@ryT8pUv|J$)%wEu&i6av5T9TB!kgm$F*q;kp{!LNO`N z;sXP<8dHbzmzwK@DCP0|h=bt~PNcl1cFb?t4`{kzf#rK?7KJ6elRVA(6X1ZfMz`eub z1tHfe_4r(@BE4FCZM!9YNr!#=&@(uWTAi%-k}7KTW%VBA1boC~XudvIT6AYiv~@H+8)S`p*S3%GyZ zxQ(}EzJy}d;k3^rqU|EU;0$mFjI^PIJ-s_#qc9A!NLr+nMA|9W zXiEKk==B}MkzNHj4w%88(!=&1Y{AI&PbOw0%Plq;j!k7{gEoDocg0$iVjz@;fyW>p zGhzpd5WYlkVadf`bHY8cODxbIJ($XmGh`UGY|0?)=YD*Qx>MASD#k#sOX?5m2kc5@ z?evgEl9~Gd$DP-SO}Z%lc4h+8Y~Wrho$^<55k_2dbz;8VvD>+bK2#Y_Gp){kR^ zm6G$^rN5O#A>pE7!E!YY@(18E3;4` z=quJtrJ$V|Z_gZS=+;#I-uAZSTgptS&O$4Z&vh9%Z)SAVC_^JM^Y-(D;?gX~?J*MW zvZ~_FZtx*NQrBwY8ge2YD`+_4{)SM(WnZDHSgTGdA!91kIKE{^dT!V}jpWZ}-$#>j zbUKaa`|O5Cf}%RhX~wP5rBlZPA4rkY?V{M-h-+%1FQ@ZOl0%8q^hnr@$}m^o-5`89 z2mk8fmE4?fOl|Hm)7L$e;D%q^-n)_9IHP9LhlJmXoSaMyB8Q%%LmsQuOHmJILY)d2 zpQb}if`57d+SHFpS&Zm^GKin34ub;J2L3))m+-!`^K5; z*?L_da4(d4(`ydGGOc|J>tIK~?pEzMJnk?tKGwU9n#fP3Z805W7NNm8oXBW}?fiYI zQXZ7oD^B4wUW<(~n8KK-hQ!=e?LNONVTLuK%X>IeYyxv_*|q`&XgQ`lo>S%B(LQU| ze`6ict_byFis=v_&bcB*xo0fplkpR=OQgB*Iedy1#F404JMF5M&fG!CU6GUVkMJ4`C zZAFS2(&Fzu2lTK+qd%rx=|Mr)co86M^3-EET9fQ%lr52kD#IV?Jj+AD9yt?iPT}@} zhYrtLbaQOYee~a|9r(j>t#lRzCiWlx@Dhh9`~uBg;`B?`DV) zpfFlGH={*B&YfjBU+X0LybSj*;#u}evLKXb1{e0330;nYYT?caSLLfinz@A+6MOger%lqM2%+oiDhA}1K z#N6T_G>SqNH5qNAnmw-+`z!*F-@$X!@f;=avydIw)_|kD)SGjtwUY zO8d2Wy!hKLXpeB-gXvPrEm-K;1b-5})i-NUGvW{jzKq zq|d69fN?;@4fDVGKqY4@Qk;2yY(QsIyssCTB!AUv#(N_c>E+>ZOVhxc+~DlM7xl>8 zTl2;rG%++|QTMdGG@=o0)E}wcM+1$+TyWd0o2JjWi#u+yJjZs`G?i&hKWO)Ecr|3w zdyoH@@OKc>bI%SAB!zh-AL@qAfdvO~!g6T5qGMo0*z)r#pEZRA- z+GeXx1K%b%dHE#AC51$u=do1&a=sl74x1PQA?Lawter5M5QN>ntIzyJOC+}e2nYv! z;F|oDUMkY#C35=Eb;k51Cn{9n0ZJ*X2W8w`yb{^5y(|Lx@sWEF87W$(v0W4Nu}hjl zwOon|wJ<&DRIX4D;?jgg_#W9>yx?<4!-K7UHMVP^dQSD2NAky6@Mq7R6f)+eAI)_o zhpEMBTv-nstg4;O+qAqRpstuw+aSLdU3M#OG2yfV7#Q%i3m=QM(~gr2y2=t_gXLnY za$iJ-33k-yY$Phjuy$wKYLq#|{xm()1xp+QX$CW&PdY5(J< z3hc$VjA1ivL{|%&C_dD+otkBp?A7%5W1ye>`6&(7v8a5{LyckCgmpw=VQP1y6HWXW zA7wdWZ>zW{R1j--fv0!Rl?s(#ww6`fY;@!22hNRve4hcfYKHDspPn5}ia4uQ7qF;J zi@5!4y`P0MvBRKxq?AcVQ>&y^p)y={IWJ>7>l}XP14&^PuOZFMhzu!$7$zXlgsfa7 z8D_N+73;+NSKFVR6U*3Zro9c2hwDS6e+B+HoaNy|TDuzSWrT6~$O%XO9EED{;Tgnb z1PLDt-7s3Og*_WHpg&ZSZM-e3q3g=^tNcYdC9zVf$7_eEf@n|RyXo17jFZv8%6~Yo z**<%%*I>P`k44kys8%j@^XZsD=H_x^6+FkWeBls=A*S1@#neb^Am>x%FG9gY(tF^M z$mOHEgPNCKWQVHvOr+w}(&AxS10TY{!LvQP@EOxo<0=w31!s?2y_^06|2I@&Y>c*H8Vx@3 zIII@TF?y3i^Kwh5<0K7hNF&<6ZKN{6)VqlXpuo}1cPa}#gN&(W>N_>{8`em)+Pa#6 z@?c_v?Um=ZMLWyyT<>2#7Db+D>#d4Gxq=%*w6Qwha;<_)%--V4=mxa)i`EiR6_+@g z#I)@Vo@Iw!)+>{jvpQl+(s+pM;{x3ehXmGUjlBrDjA}?Qjd^%SoFLL?1<+|pYuD_h z!ZMVM&dtTvf*muU`nQ){D;r}}U!A_5qJGRY5QV=fZiUF94NB*e|TlvJb;XL z06ZCo!a$JRPiR=rt9bG~4&QDHD7d!?Z4ccqUP-p`jK3T!9UVU#57nx(=&Ev6LrXsC zm@oLO`+A-Y&J`t;rKtmOQG%lHkzEA)5RN;I1z=38ZO>Ui`_Yl-ek7xh3Dfq-|bt??!@<5KzfE{ zJ12U1>A9bfh3${iIM2tsbz2G|TP{E#9S<84!}o}ynS792(*pI3L+yJ>j7;RvsPy~;d20lQ}_W8>q?NrMz3&=4)RuP z$=OdkkMP7vO?tGqgWAHuE=jdp<=k_OR zxC-mLPJ5_)wA>Bpa|>rL;Udj~W`qVC{>9!S_a~@6+~_5kYeAx)1!;^Iq6BLGOgDzL zZzpSpH$I3;w;h8jQOj>?-{E*6_}}}*bJ!UMSNiQ5%X0kU3%SqMT`2oT)i9HYN-T9& zD__kM_v2}`s=O)BR9iS%{5Y`{B6jgG8f)Zm_Lx{;9mrZKRB+Cc-AbJa7LEGoe!{qY zdUUArS6YsdP`-vQU{a&! ztf>v`;ZYgrUGFCflLJIO*Bfp+X?*r*4Ym?ju}ESLb;Rv)S`MwX0p!*-PcX)%$O#Zv z!H(ElV$;sZcynmcE&F6xPbl`8oZIF2=OSCND_=Lbe}vz7_vjAbxC^Om#!rYw6NkLw z=V&^8{d6VzZ_4rv?pSuGNmzH21=R}xN+p~V$*4X*g;f>BueZn|(OChY1C!WHvrzVK z#1oemlRvYXjLvo0`8&>jc1|if2Ql7CB4Uovibj$rS2X!>x(4cl&ofUc^5r0!auhWy z?&tviZ??}W8c4uR>bj0hYss5iaS;P-em9oes>Z)4T^New%c>ul3~H-dJCA{4So6t7 zeO_5LD&`&^!Vdu5whx-?^&H+xPuJ!tMZ_GS{fB}aPFt~NJI!JD6?Ch5RN#m$x!}QJ4DE}vZq&97Qs4e-_ zTiLn&**Xwt_SP*U>;FyMulQ}{?lDDw@E4oSBGX>$5lJj^?YPxiyW-d9Pcj$VgA@P} zhqmpZczGB;OmXnzMzg^?XL;_@*~8BGe6qv1zWzzL&HW=c36Mr&;VuXLFBA6*2y@f9 z=P3j$=ZCYn9nd9ldDX`;;FW*_TyXmEYIX-lI4>za=0}qg@{og9XGA6s8#LO9SPmX} zTV$8&eqHS?c6ma5s(UX>lv&}Swd1K)MG{XCi_fTbvyP|265cBW9&&jLlSaS(4`xluKhiXX8O zSi^&rB>h7~X*Tf(%CyNGV8)J{bc7oF84c<}r~`m7PclTlI8tcS5J}1o;HKguaFUB- z6?Il`H>eXh_k&acmSI4&r*iFQI~J{OK=R^098&xH;LS^g4n7kB@OZM*#nSI0dsT4m zG@ib$H+oWaz)Fr^0|E8)|;X%Gf+8$>- zCE~7S>DsV&ksLOOQH>`UaY-tE%-kMJYLJsD z?9E(@MNP6b?0>P|C6AxF(%W}iUoEHJRJ$`gG=io0G~bG^?I8$(oIAb&^`j9Lpt8gz z`mi~`5ceLhu^pO@DhuyA6g5_-m73R9S9O#GeE^3*It?!`ISoxL2tN+WW?%4qQ@uBl zU-erzpLNx0p(#J1?{}JvymP7mWx`;ggh0$`o=Pcg0q6CtnC57&1ds?ZtJF#rfAZqq z7A?vLe>kC6Q*3`UX&m{*scUVysy0@9@#6u(O(vN|_-j-OIU~C5c1C;oX0dLc~u}IZKb)>TQNo$`fZSIK;vTQpA9D$kAamoACsIhZVzU!y(Yt zoO7sfWm!i7I_C!fSwLWTs;oS%cn>0CROf_$*-wT`h3^Yd{l`EnZ1! z00BH^5Hem&yR}ZU5&~X<_w!ouq+ErHQ;}9tE7pqTFu)b^BR}*a(D$IY;AJ3+&j!=vBVld?V=;AOT_+)ZQHvh{kB4>+cJs zAV2HJH95 zUx~JrRl+7{>Il2aN~}r1Q$Nl*yPf1!W>&hMUhfm(MrH=dC-& zvLB-P5(^W?wzwz}63`b933mR?0vMJaTYaXspbPGGRz}oIvTzxezM+et=+$($#d-wt zHTvpG;+ku_nnOGg`z9QdUmp zu%Pm|$xWTt1(KKU4Er+rvV8?VYW)P9@cqcpS%G)x$dR+9nl@VbXehJPbPojKpUjkG zu}kc$Wy|>Fx=F=cE@zL^YuCL)AasE^2$+OOdQF#KTsf<@5B3;pJ%}aB$N_qdq+K)# zIv|@|*$hEYFFF0kby|{Kga*ECKZsj&Cz2Am_F7GqbO-sQ?CsmZ*xh+f*D|^Ca69Rm zkF|_ity)7C?#{hkvC&p=L$t6BH6R8SmG{#WE|IBU)k}*ce)9XJOg)N7@?N&DubMPa z-G-eS?b3Q?y4@W*+|5{_StkOm&rAzlWQ~GY_GcF#f#{E)*4m3D9&_$@7W+d+U7mS3 z1qq+Oas9GTDG46)37E}M&?=)Pm`*mNudh-8VKgC>@*ZxoyJM61&LDubVVu?iC*N{# z=R$VeScF8big^CFB#M6-hA?8j+#t-PpMobtb28BDd_X&G(Vz(Ih0MMLb$#1 z+BxpiTPo-vO>lCu2P^{sB=#7p6`m&T13yM%2#oqNmt))zv z(8@6kTj|3;^?9Bby)NiwC!)AlYs;-al2o^l507zA)NKO-2-5SQ*Xi9rON#@Y;~lIj z_{i<2vu?t+;3Aze|1lVi+{D-X7UZW9F1Y{3C(kT;`+FpA>|K)@~9p#Fc2C4D|La+gx$g6^pkrjGQ^Y$VP+3Cx1o}dcEY{ZD1&w-*rD_kTNdjq3Pbe#0URzkN+48YFpaxFygIPnSXw!-vQq#M zRb1}~vN?%L+Ki7K8KS5kCX9}{#AWj2Dk8~&m$(PY%wHK zSF)I{8YD5fHLG{#NcOYm)5+=3pZ5~ZdE;>}G%DS=-7-{+V~?DxSJ_82g^U;NhV)`T z%axGr#_>M<4p32fy@#R2{}b4dol^si7tsaGxIm!a@84U^=!!#km}W&NKjl>D^uz90 zacg17aF4b+G+i4nJImKL?Hnj-3(VGB@{K!!*}D;K5|9#~G|W#v=+fz0Wn7U+dAA>I zOMwh7s|#?X+HYJ}Z&oIS-SqSPW(KI8UARGP4^<6ZJ)2N2pBo+~iPx-NcINI=uvYc1 zds=x9dwn(4D();&3|C`#%a>|;f2$7XJIQX`+FvO)G@lb9H_n}83=zzJdT z2K`$f?)*F)$Bk=I*%fJp+~qG;o1YBXa)ZkIg3Um1!Wdk4e@gXcLjDrxHq?27%;Zd* zk5^t0d-Jpes>F9sVP$u;HPtlR6$YG?MBXyJi@N^H`qKpBp~L(u(g=a2As0F!g9Y$s^$ov$d^hH?^(Cw9EC-ta^tG#FX z{9AxF2HK{j>Zo!_fHP)juv)7LT2CaX8s7}u7cZI0_QCHA9nhM$@+9H^bws#9&R%r< zRC(8ky+INL&4A-4S5}x<(mDbJ{E%|`brR0R_HVrVM+Ev`p<6EXYe9p40c*^EbnpMS>@GV0HK$c^w72_zyexr2 z04+l`jSC3(|L=c9Dh<#wvH8hiLI0c68U&CPa)rzQIQ&c@ zwaN_-IVm6gk^TyuGy+ZG+eXSuu$LBtOGRKHxsl3Xi%SD{%fnKe2RC<(hmZg~Jj8oa z=s;hz0XgVaRwc8%O5imkb4Z|kFRyV}b#ExXBowM0G!!pPWO{i?!Ox!|H7ZKO`1%es zNZ?QBG0=MZ(<8LrK?;$kq51kdFw-QTnW4zbGaq2`W!(arMMlJEyckcM*FXNdEip`z zeQ4l^TnosbI63099CDVPUS5Ez6WX)i3HrC60jB+(e>E`3-l&3hqW-g$zi$)}n7tL_ z2ewMOg3d(4YimXu&5tUW<<}kH1AiOo1LPXnHns^OOd?JkE1h_X!5=@^kkBgGHGKFe zGS%1HJK1`Nw71zCMolwENB8k#FyP_;s@Y(voH&;LHeb0!Wg>!rV?00y3;sO+fjhn|q-RfAL!8 zJEy(rBpT(SuRXzS2REHw8`&bzBJU~u)n~^$!t+47u0PwKcT?ifY-m4_k@@TRTuLXi z+N6hGZiX>VWcI^N9n6$iP0efLK242Z0S1si9Bba7?*`?GTmFRqo+>d4$n4u(bhUT1 z(1D%D?>du-p`A4~Z6Ajgi`}I&jRUqdx3+@p*llJ6YM@+H$`P zbO4P_)Qt1W0wr#?9NbH;D%Fd%W+K3XRbC_!*J8e81d?`(b4~(%vf}l@3@>(+V*~+P zrnA*jajnYrg<2u`zsF_$J%sw!)_bNO4A6lB2N=F}qBchBk$L@EWVu~qHX4!6VXXZ% z56^S=*GgsP%I<*QKsk;fjhpfZJ|3Pp913ABBn*-qVD=@NdwG5!aU#UV{t8%cvL5e{ z3Z29w;XTnvNMuE$h;r7~^@`Q1$gt?-I$am+T8~dVW~vf`82#=b&2Ck771}-BX6iCC zNof>v;f)7lf}BqmrP<79GYL8E{{ScQ8;%d7LakW##ruh!;Y4-jC0U?Wmd3{gv)N;@ zF3a8NP;RyL4s$6-G*T`o6pJdb%&?#-9WW}BF)}iiPvLPnA3?`g$favzT$Zq?6w3Jl zDsU*8k)1ELAwNT@eEz))a!DcNJr&UMzoP?Jr!lpZzAX0l`MZ1(qhBGqa-7$Vn!JD zSWYsVIoIUrN=xE1cyhQlBmN^azpn26Zpy}Vog|JZAz}Efw-LH}AN+?75<#%bp~MsM ziEI!ePX0P;S0I}>1VoeBZKCcZZBOtyR{>T0_FdNa1TAAnZlr4IV}OqL4wlY`INLJM zrs}Ju`6{JiCGnhF^8U4#vk%g#pOR+F#ciD|*3S9N7ph^bR%?^Wwb~?{4yUt-d7Gy^ zPCLd!SKhArc1L;RKYge(rX5eNvxvt!3LEEBHg@c#65q8K`e$?zKtw}RZNT)UA_ESX zm=E;Tn9Y3}e|p^6^<0SjES>uPmMnh`m($_Y)Hsi*Xe6;R8PE?XBj-s>#N>N(v?zWF z8qEUS2@{QWTi*s01Bg_zZPb$%n%$t3%athPXZiR5wWYqW1`y3yrd6+`Zq0YQp7X`- ztXBeiyX|Q3pHIakmBtR^U&;T0ST zl#Yfa(q*0Sx+{o%qoOwof_cy6Lpqwyo47K3Bd4dwSNCyXoRL6N3v&9}^X@_(@NmU6 zHYpo{E2H@Dql;BaB=RH@bGe)jXlUWJK;d1$C*B#1C0)bCDYvHAtjz>+N93iQorGP_ zx>l9iwK&aJim_-p&K>Wk%~s>B-uC|PQy4_g`?fPQQ){_z&tRy(*zBZP?QBt^+rg)- zmsp?9>wb1mX#<#M&}Ygt6Y<%sb0YyOzcpPxSA8)~sRR0d?*MiPJ10r2ZZciqoJS#a zve7pkIyjmvw!O8F!2mSiz1&T0LKUqSEI#dD0lqgI7;NRgxI!C`CI>|lbMB%owW>Q5 ztF#qwwbVda3iCc5R+#mM#yftzrE~M}DB7EwSBORLnwyjT(dAA6t?SGw>}yQPL#9O( z5*#!+mc~6}$EN3txmWcpK2#TJ3J9ZT*ycTWw66ei`?7ihG?p+Rz%WY2$Sy z$ansZW4Ui2o`^HHOECa9noa%hX%#3pOMJOP+xN=ZTAWWsgqrfRHuD1(D(P9(#zU@J zlUYaRunmM02cM#L$SEP{1mKBI+EmN5B_ff;zQu*?~0O7dy0jJT_Je;%<| zzxWH}FwQ&7XcCcKf4n$ln&Bh(bbqZ}?$G!7emsbULXZ6YxTRc9ZpOh5o$B&U~9Wkzw zyH}AP$gli0fc9Y|DS5`mCc*PAt_(mfP2N(B!|;X1xZnDmcQrnMjccLWST;t~(eV>d zi%ZEFg)wi2GIzP_RAD)0q;9g_H#pon3f>vEivyx@I1CD8;-(8#58{+^5g}foQ|F3+ z0A@x@7FHgLP$!IEc;T&{A|w?*d^#1s#=amI6|Z|NlxO0<7a#zxbRahm65N(_%o(63 z*&wLs+zlbsY_3dT#t^NP+@n?Eh)rv^lmEdzej_3R>>LAH$Mkhrka(fK-chKSBu}!m z!j1V2#gT>$^o>#br|D|nSuoM4OaF_NqAh`uhnygd91~J#T?Rm90dEl*zKYQH!Xl#i zKYvPqz)oLodhDGv3?%FS7nTM3l97f+IYI*;X_6O$>J!Z41ywH`fXb-&7USQhpbBtK zu1$Fb<@)~j4V^@kq@m+Pq6~Pzfr!?El(Ve0&skZIp_QCO_WHGLh%nSOzUk()51@=RB*W9M4?7yGq@4*|018~@2+$cjlHspWz z;h#-V@gzTSL_>@7+fz?dWpZ@Ew(U^1p2w?{J8gg95Oa}6wN z{He2O*nVs|Qfn{c)smMB*%iMssMNbgCdA^lvk~bB~#*_i>(# z+3{&kBd53zUrNdo_#%4Xl%M?VbQ^}3?%G|Tp#BnafK)f+Gp~s zusC?oc*vw|hm-_@yh{YKyyr=Beq87)D%F5SfhEe5oTySNw>0bT5DL2B9z}twC-EUZ z{S?WK113Vw&ZC{<%I^E!HyIR$L$o$E)m3M4j){-&-5**T-lP@Y{Drq=MHDC&b)nOh zWfAfa(FwPw6_>ciYhaPg5=)@|~-zx8Uej}h8&qD7-RD7r(U6IUyFcA6rRi2KYWCQ|~ zV~DOZZ3XlUflGMqu)8I40yTlN+SDr)`S;?ehepJq5pc3lb$O)Kt`59^*N=)M^yLeA zZ?CpGQD+y1~{afa4{9jP+~Fh~W?s3E!)U!Xve1qQ-jaG@>O9;0MD0B0`C3 z>;zR%{)ob;q|)l}){ZBtDePO&*iO6h@J}7)&?O9GIp`XWFHu$28JHq0J@Eg$doPT= zO`6F^mBK0D{TrryN_zI5%cR6&u2cemQCHOc1-qHXhe-FWSR}P!Rd0Xx0eR62md*68F1t;~0W4-u9WdhCfN{K`93=tnTn!=M>=6l4?xB<#-;d9qjMEu(p?Tp9i z5Z^Q%d}c0qpQd+iw!J6Z0)sSBOLKsLS{mKF(48X50%xwI=3vmr3wAg|EiHbhT{^Zx z-IQw6@!jvC&t*$$8NWFViI|uT+EH^14KQ|!Is)2cEWEM(Sj!K6J$luwVgUk!p0z|~LCNy=`Y;OI4dM72!ExtT)pWao4XWGgZ*Ag8Vt zSri!l4jg`R>GV%l-HtR$O#I`2dMAq%yRP&q%9UDO-zD>SrB{1*UYF<`<4-s0YbSSu z#!|Uu{oF1uqD**r*)vgrnSRQ&M^wJV(Xh9*O3I!--MH({_G!f4= zP7gAR4{Ps3EOdC7^nZxmt2lQQrcgTQZ8{58Mi|U$3V-my4e_c+QeOJD~_x z@i^X6@$#(;(#W?KGBCgp@c~eWF}u|bYVUUu>vX-cV*0g};PAqt!^N~&^7siEt?G-& zI3H)Ux_gl$?(fKFCv=$I;bH77D)WWfpTz-0B*^W+&?Dad=&u#mA=Jb&QXXNo>U@kM zgA4u0=Z2m3*)2HKj{A#0Pkl|u78M6RU!FDdEUk1}a|!=c7>ZBL7r%Qoy2Tr#S~M$9uhP{b!9 zcTkrXBmDORLNscm9SZhbPL{&)v2T@vJ$T)AjDF_WptR zTlWu~{q9A<6pvnzf+CMdh!i8 zIk{R*_UQLLtg=@H4xpYG9;nu8lZ_hd#5l3;7^x`7)xLktWl1V z*^toCw39If-R505zznI)kw`|nY9h}-?)8npjuEkI?Q_KLE`@3x_=nYyg8WTKJeGChY`j$X+{_~X8dCWA_c!?&pq{W2GA z?Y=)&TrK8o@`rhDJ)ZIkX23y`&vH;{CerwY zB$MCjQCeSS!w!<46>Gj46CY*tsR2P-iA;+4o(XUTgs`Xwl6;RjK-ip6w_c@1zw;-v zdoA~vaU4dKK&D@JCfkhSm?XIoo9chEWcib++U(FGKkxeby^kw|b9Ypc=x-Gnz7xIR z?AF_9lWpH2S&udE3>K7aVIQ5z#0%|f{4rJJ-IiQycgde{T_M*_mxjP6N#urheipET zVH~y~JH0>gjEY8QSqO|eKDigAzZ})z$(aNKJeL)ZCud z%U+875QmJAag~xDq?l;QN}BlFx`w{iTY3*^n>}tPnP-9yQ|9YzI4ZVWcka4)&`{SG z&h_$cTQBeB*#116cD~nWwZytS7K}9=QPdhrV92^(aWZMO8+OiXMD;kQR<1Xuo%>VT z6lMmG+WIcMdd_CqM4jJI`--`gPtF;w?_wRxE0e7uQJb4Iote>-qrQrjSjB8*za~!t zTXl#N(`F>5ZLJbG3p}rsXr2HGY|PL(qxc28}70uDiySf)-QG^Q<&r zvMCIUQ|j9WXNWhni)IT5D;>|dy31#DakTX6igL^A_y`YLq+Gnm{lE>`dhLlR;ii&M zs#~9IkI4IZdn_#$1)3-euLfH^yN)(W+2{eZ;+$S+@ntl5T6G-5^!OVE2mRO&KsGo{ zAqz}(EQAn`zv|5Z-!xb_UJ?$Ik%;N+cR0JZV?-BC+j;Yf zoer_m2TTU7XvhWpOis)V!4JzCOp3>#!;(1S-?XarqR|EXyQ?+HVWy^-?27{0id=G)3*NW0>3&{5Sfo%F7$+*fBDy5X(tMJ_Zi1X5?hhAl4%_mI|^lL4rjWI`=>P zMUpsL{*2p*XN<=h$VMGG_eH-CI{*ioN_qK z5y>{j_|7L-*$ei1?pr}YRye93j6AGj>Q>K-wee*EE%6qioayHtDkm87A4L}HpJB;y zzb6_7?QevjYyPS1iH#@WbH#@npWCXyxNwH<$i{3Ukk)py2*IF-3b zYwu0^J3J7)3Y|yI_cf7kb<;NkH>E+jX4oI>;@1=e}LYqh51ZwYXB?;uCt-VFPh z!fXy^04scO7GJ9O!g))=9IWHBvp|mV>Gf(b9*#4DT`&Wkc-5vgAsbq7L*5Tjq=!=v zFyz6X?@f7Td?+kPRQ^z6K_d~vFBe^+QZ7(gNn}KeNOv~lY5+N#?Dc?J6EhQOFi&=T zt8d0PihWvll(1Ol@bKl1%L7(l`kix4U|u6~OYKIwD8E1*)54|5_Znw55UXn*SoBxl!w|t1|+uMifMoLQBpalT|=>|bs7`mmqLpr6A?v#e1b7-Wc zW9aUbZuo8VeDC|5bN>m?^MV({n%OgZ@3mK4pDR|9R1j?ZJ}KLsGO3l&-q$@wMfaj+MtW?}Hzc+u1ZifFyNW4R=bMUO|JWkj(lJzjy89es(2Sr|?Ja=}L=NSUHj znKm;DmVs=FFv}f+KfA16tvL7;iWCg$Xpdy^>eRYrvqb0QZkID>eMke8JXF!1p~p! zY(VszkU}+y5=qn1>Z}u=ZvAcM7UEJ(@^|l!#;edb`gg2pgwx6tYFO`2Zk4pJyuxk- zCOSEojF2nJpC2{0&1N&Gl+j+Ylw8_!R+~*FdakNL;O`8Alg6_58@Eh*JEex^5kI*q z+;VA0x%-jtKtDGiOd6>07vJ0_P8AWIilmWmup@kS5hs5*Pf+{5-@#T2o~Mf-6Oasz zF9DIjX|4_;-dr3O8GSvtnjcOPmrmqPX}P*cZ+ou2?^0SE4h$?m5z59!M!9XPf*dox^y&k@(~otQ3Z!>BXgx zQ{>IHa6Im@0v&1_&zU$lPwTn({)E3|_HUo}|S{YbKA4O+)bgv06N;eecpmGNhkjsOqNks4zJ`t`Pg^dLrra4ZqixkEkTj ztNZN51m7{XQGBf_RAVHWR)38Qjus*RnrKx1X>1JNeBy^-fSutaw^(&h{$;2F$Khxo zrrB8CD=))@hUf@KyY3I02GUH+%_g=b`&w(kxb@i`cHie=2B5#VLdjA(1c&b3y=2lV z1Q&u-omE4%Mw3sQgJB3is9tAQ$I^ZFeXD)Aq19l=mHgh4$?T;6f(uXZ+?R0M#b?k;{&y|`_{4LsMF_^Jg&mRw$uLA}N zm(@dWpAkqo3)|IOY@SeblS;2CT(nLOjGDGtenT zy^HZ?q^L}_3t;O!>u+wzfP7}=@to!$KF~k(+XRC1ym=BTO68HybPQ5&yM=dv0DewJ~5a`Iw-vfq3ypl6uL9X>|-<-P#ivW&dag#&CSw33>cf|GhA+cV>)-F%&q;(fh zs2U;<^>WfLSE^!*=+sZoB3}z*(3GsNELJMIMg0PM5sRvmQwIU3XN;YT97hluX*fP0 zNoC`VgB?1&Fqy7MLKU@$svDTRHS^h0oUa+G)9<{6(iXBi>_Ef#Z+QLFbJYMeK6s%5h01Z$iE$wVCh1hR#pGYiU3};;R8UmCQkI; zfBqW)@?8Lw{mT_~EZRR6zkfcu9O6yO4@T*81p2MNAR2DlRK~QK5^~e2;pzm}jd`-? z;r$WJU^3+OV6_P$)X#4Ey|5Sv>zZ&Zk}Rpj-{6a69}IDzaabpW37pm0Jw5ONohA`_ThBa^`bqefw9K~BO5Dgh`xcr0{+`$V3|_i`Gos+ zw!Ptb+DuWy{@NGUtdHtd_e)+zv?JOlf;Z~K`7QkG_cxUD69o@G#xq}jr3{xj*Wufv z&pkt9Vm&{pqYWM+2+so~G(SE^W;<4=W|d#M?h4{wHVnqW`5rvB{DKk2B`J$#nN<6W z3I02ni16@F4yc;g**ON!U#)dF+Zfn6hB?_ADF{O*!D?}EaJbrG7SKhIhsfpI^{hD}kAZow@PIK> z>|ys-s`Q2?7cS}>6e3|J-|NNCG%{W#{pL`KG$4AcWL7=_*{}+2)2^7`qP}k8GR5PC z?da48?{86sKkP8H$FGH>e(2glv%K>AZ% zkJ(>{4%}CyIFVh)xOGDCH}Vf{P47LXgwNrIPpPt=ccOjb5D<8AbCz?q)IzD=?DR?^ zG9UOWu59neP2^<8BtMI?2V!*vy)37@;j`cEj#m};n;+z(RZ^+6aj zf&+*nO~OPK;hsZ}8=pQgBlAZ(H@-C1#jey7ZVZ1yH@-ERWWS|6x3qjC(CvZjde>lu zSGop-g;Wv&VDy-G(APr#nnzu1nMB?cpz8n2y;-vPT-(^_syfu!_gW^UL7s)r^#)iGJ6k=VM zaR%wf%?ojEV~-rSNkBSfVRiwy^qad_e?D$JT%uT?a;86M7i1K$Z^lTY`3gY*2&|#t^HN4hXeHR zUh<3ZVhenb>Fp4o6!G{a|Lnyw6|V$={OHR7rDnhsLI}nz+mHy%*V#BcH)1aCRjF3~B>wjyOIBmc7*NIO}1Y3~{EOv0skgmBi z=6Vm+h(?|P5LfOQqeep@w1+W|O72W$=iLX7m871D<0s7S9@)15;MMxKf3P6XIx^1( zAIvvLa#%fRkgY{3Hv&Ql9&ieluiCMCvk`pr@d=xMT?+*oxA+>(u#!|L7x?)01-UMk z>zy9^#}3B#&pF9XDqeyB_-Xdnp3Q8vMYd6l-*BLO=?i6t=jW)1nd0aD6JSR+_PM*g zdedsB1%k$WOZzUmWaFYGue~l&(=eT)(@d;>v{(TQ&v004eTw@%(cKYnu3|}fcedDg zpu@%f^_NK~Ef1Hau?0M&l9>3V0LDm$dkM1-&6G#Us*~?(mEI{wTkYDAn^PDsdWN@H=Pem#tk$X)i}zRNaZ^{wXlYtays)tE zzu0)?UhS{7plslU{09`*k9Xg^bx#(Di@-26cZ8LHaasKX;5m?~IhrhmJR|3qvQ&Rh zJ&5ShJH6N{mux!6nYpds_6WnUET6skR((k7-d<|P^(e-AXS*T>s5{b0czzH}_C-7y z^+@GpOrY>OhG!VaFA%MG8NVTxywGHH5VwW=nH*G!1I$s}uBVYzEf!FT(!;HD-mEB2 zIja}*YgBL4mTrNfLcZkq)>w?+jiN0R8>7-v*xj4pRX@>gI}trcg6!$p5J`Lr3hQJR zV=Bw(6S?TGeQItE)CjC30O@4F;w{rTKG3CJ!BJ)D@qVMpJ)@*Ts$1mk{Q#g%SU2=s z&jSIpX>28jX2P4|Sa)y)maWMq%a+C^nd#dpqfTC|q8nwadxK(;bU*IK>(1nopJCUQ zXm20=pk}J|8Z~B%-vHOOyxl4QN1iCLZGK(#TSy|}b9jmru~9WkBBnkQ_xpm+A{1_S zYSkuG^osSm9ly935|N*gWg(rLE7t$b_}|%3M$d`+br;#nww+e&GQg#iu)gsea=-e6# zqUV&RZ8f=6JB_F1RFY0l^rP7rA|%R;CGUlyIAcHsmJ|T}Gc=Nqq~YZg^gvlwqDHod z9rmHpXi&Jjea%tZBz;nsou#{m%Q8&g)j~QUVEQFI=C9{b#uJ0EH7yQl9uErq2d3PvO&!mU9@D}=3~klT^~V5%+Le8 z23lfV5#dv`{U^ZK6Pk z%;33G;Z0C~1@7%{kp;XofdMAHnLGEmj zO-R$SqH2v4B8V6LJ0Sys6{QTep^0^Z$C}aRHnh$noVTLwvE6N*UUS{ik$;{dH6BVk z9U$mDuqP}XJ@6u!xlTv+k@WrV73Aojl6D0qLS643ST`Phx4YHxX;tWb>Yz@RJP)QURp z&1;vgwcnuGn@nco3~navNNF;Akyj_dbG-3hMYyD8oLFiw&X_G|BV}$_Dh3r6OflbG zLygQ9t6Ol_idt6owew2Ndm=R;sBh{H!p_U-Q;r*}*61x7W=<|!BOJMHg8ky)9eHfF z%k934xLHX1I1K`kzhDly3`&!G@IE`1WNpI0k%3D5q|p<{U~E*ov#yn^a4Gs0P6(ZHQYq z+Pb`!o9;E_uzv0qRwLz}mNg%4Ps=1KAmNefUL$34t3Z*|*UGc-U#JK7&qG;N$cokW zL{@2Xu+I4w68+~q1ZJ1v{OFF^F^DnY&B_+)I&vrq))$HmHN$%N$r6QN=*xQ<3QvAt zIM?5rMWVKi?r(&4lDUj=81PkGetX0jUot5A++A;fz$yrbo$^VtC!m>4Y;(EytbL(( z>MhqoDhYM*kbJA{HP$5Q>#HA@FmIqL3Dg>8RKv=&x>F}PDcgdeuzlB5fEDve14EXz<*GA(V!=s1CDPPQh*Xq7n*w#Ye)RYjq;A z@63H~#Vv6UpFv|!;?!=-gW+;9K+l;}x^3pbJk+KEZ*wB@2w+7Y$qrvZ?kExZ8+r)FU+u4hhnwN(Ji7m;y{DReh>6H0JIx(cnyW7o; zTI?N;8(*eg>=aVj2p$$9_P8|U&JUrcm{ z(g=kO(|gG92M8KbQxatSn!f=~oDzZer7k=6&$bRT${p!)8hG*?(jRM&mVR+#e!U<- zThb}K%%~fxx39ZNKTRhK9&2cPmH@7w9*765J7y=LhfQ3qz|W6gDYD>BuaaB02Byw% zEggGf%Fqv>q{gpz+XT%_?+}ps(=1oagt%a|BbY%=lK0B zlK~ zMG)=J`~HCjfER*hPc1d5p--^Ze;jWt6<8IUE+Qzx{CA6D3eZw0qq>d``=3own@{S5 zQ|c(V{{|tVW}jOA#mN2l5Ba zYeM}2^M6`6o~Z9B<-Px_@c4U9l!H$KBO>(1D3#){3Q9q0Qny-5MAS8F6fMI%w4B z8j22xdlR3)my&Vg@4g-bSZ6SN?uj7FFCTdq`Lk5>oTl`_zEtXo0j6GW!vf@0b-yCU z1;lgx0-*5>FYqTvQfK;%b*1&I;FuyTfU%O2x*je57rIOY#(*(Q;OVM2Kq${cCZJHY z11L{#tSOl3RT@zM!4wU1nST!s|1sH??Sj^ZgbJLw2PMTdW$St%I^oNmW-R`^XK9D| zK7Q#x(wlD;B9U*##&QQ1aDh0M*3s!DPZitC!~4iUuTwstWaq76nkF{eU{6T)!Dd7) z7IHW%XV5)n-5M!(?v^Xg4|sZI1IdC*PBYF2v!yp9?eIZX8u2K9?!_0-6EHdzpWue> z^PbW>90Pl~n_&3R^i2qXjXIj9M3V~^C%^X_RH3b{_jsY9-@g-@j^K%y3?>6%34S;4 z&l>V~cBuU5tkZel+ny*jx^rEl#fdqQr`_0H)tzl6PtCoXFQ~v|v_q-hM$eJVYkzDPC4ah$`D$Mc;5dFO^5ZWX=Pni)L(Jg%gijyKNnOR; zVz+@t#^n}U`c1p&ke|Pfqqg3GF1d^>2gXP_`-^Q?2klQ~{%$8)?WRN))9kfS1qFvQ zl&u&VZ>ji?y~rEfHk2Q2g}+{3-zbo`L|}Iu*rv8Ki$P#u*cK#3g_P!6b=%?STNDzj zZiv>}9a)(USuZojio7VX-Z6kmQ1EG&-4)w`Frz=SXHtOo?W^El!lJu$z?4^n(>6)d&KC4(b44hb zyI%H_+m;{EJLhA7Y@hGlQet}EDV#6NWEk|wjeI@wDw%plr4>QSwSB;;lS>^=Qut-f zGvgy3wM>@FroViSIJ=vJu9w?&9OuO4H97&_Lp$2}h#yvg{gwUUyz7gzD{M3QRwhg1 zg!(;|GKI;axShqXv!mZA#OcWS_tCCKk&gGp~_^K@MoL&W-YM}@D6;@J5r_-wU%HyI7>JW@ChJbO^db4Vf`_pIT>Ntkh*{0*-XDhcyQ3@3u?5aot_jjKbj{-mU z$S$~!hxg`Xx+je)^fFLK3l#Le>(?{b(Wbm{LF{8vN*EQdYM zgk<+t-ulJK1m1hIv*Gt1oBRGmnt{l-XW7Q-o?}tM&;GS2(p>m~1q_ciJ*a|Iqab3H zq*vN@&xus*4#3D6eECMBKx(BPgn=|RCsN=cRW_AZvaIxPkl#7STaA%!S?Zgb{wug8P@Q3KB`ik8Q~md8T| zcI?OdOG$cSq~A4wB(S12>?Q4MS2(!sTMBU+T-VgN_v@h_00WU69Z#}+Mxvpy!}$gc zIzG8)o?##+jgRoiywaniEN2%QWeU2wnd3KQI;{$He3!M>pF#~ZAo6sx2RDlyASzzKH3q_`4*22YZ<>kC^cEf->Mqv}hr45OLz?^35yXmuXzN zR&hF@3J{BWF6zSgP03z5%8!zh{YKF%2XH-ZGiYs%mZBjY8n=65kxE$+QaRDjju3xG zvGS(vg@N=JCkX9tFdvs212Y#!bgAq%`<1H1**C_Jpy0BWhlu{Tx1RvJU1e4vWNPrx z4iz#Wboi)ES~O&^fLkI`06!0LD9|Zm5+WDo1GVUO`Iu)^Rcki|qQf#-l}F>hjb0{K zi7I6&kL409W_kUt8+M8x6*Xu;8j>9j)>ycAj@A^1*Q-E-XOpw)Dca$l$ zF)+?!-JErGQ;ANNcy#4V2qd)ns@GUaHq6w>`To83ub)=h`s61-RnkZ4H4Gxs6p3~1 zs%A)pGNi7d|JiXlu`dlQ0kQu&tu#@p@j!Ywa!(KHo=9eFqR7XOiQLMSN|HUfxJ_Vq zux=JpZF8WnpUw3N{%qaj)S(3#&*CRQvOvekE969}p<=};xYOJ5xGbCR$E@M1>nJRE z?@4ycbKeDu9~qHncjDxOo&nsHAU zyeStBu)8T-927hGU2s*HwnyFSH_vutMHawPH;N5;c$ ze7G5V(>Qeh91S1tW>90Fo@;YUXL88;)wJ0qEb zN6n)eBbJ7KH(Svr^9$ecRnD#=q_%W&wq&71)wAt@`=ahR`-+zJMB?f4*@ObC$vV~E z?@#+)Y09ro0=ZYq8$YJ)Zq}2q^EK4h+(01FWu|q>`hF%+lwM}8mEa!a(fGG>v2)l2 z$9q0iwPDgp?<3S}E%FEoyf{}SHePc0K~>B7B`%kix=iDzCyU9f$;*?q3Z)Y0a-Fp1 zs+31^t43a6QP@c(D(v&QJVya+r|sPrN}ofuGRtI znFoi!y@Bt?a>^XQi;}S1&UChBP^?Eu#VAFIaUl}G(NW# zUG)QKBjdA z(<~3ev+C4#EI0E)XEwHGC-)q#RNs|Zegm0%Mp2cpUqzhOA08YerI6H?2fDBO-9_WQ zGr0>Vymj82l`L&;?>I(8PmtGr5WMmHX;Y)UR-?x}&c}_9F=Qbz&AHC%A(Zu4zojXGLM%2{H+v5A*YP`<} zjD4#1GAZ6}YV~S+p35j}8lMM+YC40+>yEAxoTYB1=-wNNi9m@pyuFTRB+SMURWlbo zFGWDy?i1qh@}m6r+kA_o2lRSt-+;$iv3PTEJFO1SsoOqIE{QdFCnj=fONN+f6v#G~ zJMub11w_uj#Ssl1FLv>m`}sOG!n}ST8&A|N3C^~ot@Bv73_+&fsImcZn5D6IkplO= z52`hR_?6%y3P69V@jmRaW|_6U2De?!LkXdi!lKB>kvGF`sS~s=R5Fd}vGV4{JCk<| zRV_cDIK}sZZ!4ED8;hY+X6|#M4-p(XKl7S~C z&nhZx?+)MSd{R4Hho6}~6K-woW29IbEi+gv;nKf<_WWHM`GM!Leyo`@~Ssf+Rzt$bgOivn7t;IG)J}MZv9m!)M*LNSAu!&3gkNMufGxE8@-F=qck?gB9 zBv8|+eUPzkx@OYohAVWbST$qwVQY$+*RbdVMC)Qk?Ud($n)T^va1aNe0f#9{MN+D$ z7YJi1t2ui_gYgB^(*t*_J;inBU~*NL^6#)yXRo2nG6|CWp99;jqp$&!3-s2qZ8!$O z>p~XmISdt{r~1{O$8GG1u45{ueS#0?93|+c?0!fI*C+M24cKk>t|QFbrw^@1{kZw( z6aS!gU!H`vU-mCz#{L_ZTSfw4v3c*;3je(I?}H5-Z5n{(`lb(Pa{n7JYr_N%Ru3zg z{m)zf0XCv4o@Tm=IXS8S1{u9cfP>k>M~nUgS^#6mUx>}%31c*<%ZSzfpY!e_B}uoH0A2InCCdN)3@dEFxJ6p!aw}|k|;BT)wMO#IRTy>KspDg z8T_Q;Xr(ZB|M+su@jhv5FUUSfW1Ve_b{otg$TDd{+`^kY4kIL1u1~Yx8$YnVV6AVB zd9l=paDk#$<;IUpK#n7Xmp_zCnC`kCFBqCL*VidLZ<&UMiJmX;FfYheX`FABcGU1z z&Fg4dW^rBu(0#gT*eNnp@OZ5Bj^a7+zm5fB%2Eo5kbNWMEu>S6G$wLQ)N5CVMWM$V z>9vD9k&}BdsXf8CU7^(9gHN3*xfkaG?KaLNo=0|I8FY_}U^(R6`MBccLR^kTv6jIkc8=S&32p3U@(Ty(!rMAqK7oX(GfDHxN#*EkRa<_Q? zvATTavpN3DgWig>={El7Q9KDfm0^~vw)&iS^>Z9nA)iNoL#i{p%nvQ09Wh^=--CG$ zDou9i%|@%K5D{Km@!V+xrt}f+O&%sI(E_wgOiT(hdy}PNLP3#=U)H-sw~o7pnddA8 zBw|pS;c0juYas9e(TqY8->gPESUUhGt)4KDZK>u*2`GbLXmI@lIRTt3z?Q=SQ7rcceCAXh3SqWQMo_;`1tnk*las@_ zN6>RQ`$SK(m{I(reiqQ75TIACtiRdX+xx_Gx$o>gOhIJweCtDP!p7RSwZ8W2sCON@ zP|{3{)HO*Md{wTI{yHvgyOu~&zI3oQq$rxZ8CmgzPI2WS50U666|ke`$@wwWBk2s; z(&w9HcN5yGrgX-N;Mvz|xSBL}5KGNayPqhisQFr7FSuIrd*GdC4S~Y-+3k9glmf?; z-oO&i6}gnjXX(wW+gqMP+xepg`|HmDNoJxs92Jun{RDaQ)0K9~HwC3Yt`?p=E;bA+ zx&q*t6Nd|R38Zrtly!4&^NW4+iNFzcihNBF5o-egYGOI%ykA8q1WwwnchRPYpX6G2 zdImEYEF&7yI3K3&x~sY%9AEup&BTC~^~7Ll_`TC890#@&3L67y3_^jjq_!(?hQsk` zm4=^s@#23ls#O)R21#gU^1?Qdu~mJ9zXolw6g1lS?1f%Ye~PtiX41(U(Bw3Rg%`E? zg@?Ud{<{rMu|;!7wC~9S2Ee>%0Waxb7Xznj;V-X;e{D%CVWknBH@I)0vGwN370TI@ zFJt9F8?+4c*GM%7@2auwQ&xEUac!xhy<+Wc)vVNza5&=)H~V6E6lNTgKN}B?Rh=W_ zB7NijN#~@3JLsQ%pbDcwR#oKQ)}j2)zVot#QA7hdirg_sT9s|^xO82ktHJ#`WOpv{ zyqqPvT%`?iv@;s5*I{G2!6b-!& zbfGtRqW3AP(jB`-7HUT; zM~%VS4Vx}VJEvg&@L~Ep{w&K8XGg)LV~Foo>Vmy?PglM&>B6Ct<$8%$SY>!m!Wx*i zSoRW37M71krn3C?DX%ejNN7|@u-WMMk1ua)?RdU|UQ4AuYXzo|XCz`FuMt?`VKKBH zubnyhE+^Vv`(Yfo)i`y6)LT8#86+B}-_V5JTN>t#o4tQ{_TKe|*RY0&WtX!^1%d>)Teng1yk`_{7cFExDQO3l5q&$&v<BD1Fwz@p=zbL;;545*m+-l7>=onSka)?WEJYW8MgG zor+vwim+EBpcP+P`94u7VqOHQ!7W{DsWjYsMlb)4LaXt4&Th^v4%+FQ|BiznGHp(` zbY`{~x?az(XhGuxAaNO8cknEFn>xH{;0OLb8#c+Dv zYt*_l$V1Kn&&9}RIo=XQJ<6-mtyd<~kAWj00#nq%)=G8Ffu0<8~Z=t4%sN znkyS{f^U_`56=+o@pWtZ5;(m*Gd_f-dj-zj=8+_DX`6XTv${5Q;2>F zUsvyjE=R{0FDMAmT5U_XL@e{SvH2gUIRI_|%Hpc6@TZ%(?SABnY_~&S)GIjZ?jQVw z-s_!MwCJEQOvvYLuyt$QT4Pudn8V0A+jbA=%lmIOg7n0@G)}ULuZ3Id$$w zkRR2v{ay6Pxv~~Ak)xL5mxjaX?|e=G3Tpp3aY$~}?OaT4dzB%Y!0m7$qE9n*!et$6eyO1gthd94X1i$T z-0!d-Jy*F@1HBjkajSkys%cB;YK&>JIz2tY7$Gbz-4)earE+h>c3)S)MmIoky|!UI z!MK~1Y4AQ>=KM;b8vVBlSR?;Mjn$~A8lrgE3kgRTr`?ei1G6^PeJ{B}SSBQ_M4^2< z9S!Z)@+qe@G$Yj@e!g#ZH(R<1^{8gLenLGB_Ecw+&H|r%zN#0_$d(kgTd>WaW%3Fh z3wduK_;LQa8%(T<;;^_5a{FyTf^^rZ?IMMFMo@Wlu0v8+crNv1TmVpbL2On$PKUV* zUoRC5LAB-D?M2!|l&=PPc;5wyp_v2G?NYnc^{#tPW_?nUY@n$qB)_|e68VFz8Z5Fy zQ%OLZrm|r|DND<2ML}-YJ*bTQwmy|&#uB-S&NqpVkA@X&H@kWTKtaG ziJ5^WjYBTg8T8R`_{Q^M8 zjbLv3dj^~RC+ zY@&OJd70wKJH0?pg;Fyy_CllcRL)JkOAYT2AWNlOJH$CBmi`*wDswC+Foeyg6SyOGFs+C-X*zvJ{{7--(O4)^Swe?%2l1WU0#?Eqt7~!~M z@5E4wOH%?s)^m~e%|J>LtR6^YT;LK0qMuYhPr@`zOcK>o0p}~jIP$HmvwA#iEGaBu z9MH&}HF+nuz29S}E+QK8JdQ4YI~F+-hE71c;knJTY6*EGDz@g@0v{XrRDkk&=?18?6N<$yDB| zSgA)<=2Ro4uY5Q5W=~@Tz*oifv*VkKXdmg#@KkwNlzB19w!VE=&H<6x znNjBPRFyZksv0kEE9b#QO5oO&|K?QC$ChZ|nbL6x`lD}_)v}1X`2F30w*b7pjaOr) zWZ1y#7twD=J8Y>-epQ4{;8jwuS7CF{&F+GISyqYB!PznZ(DWui$AkK5T|PCiuvVg6 zcI%m;yd)87Ud}hZTompSDf*y?Jsg4Yr6z(ldW`)?n2NQ$##lCD5*#AK*}k!JVNHx* zBahgr6>S~?FoacO7R_izpNQr~4}2&2f*&vfo=@cgE=HeKuMl&k=K$$kP$*t3x&NwI z!>|1t!)M@|yy6zsFtu&@bo}PEl8^Oh;4iZkQ+5@eSa?{<*0LeqWs5eO?*xo1DtZ9= ztg?e@a*hj}2=W4TJ+jn^5xWUq&gxo;#UDvG@90>gm_hC`ySb)ZgKDFG!6}F5Y>f=I zTvKKfzztU%WiiF3(3wx1IGH|Fn~WVm*&~^+X3-lj5VBM@f^0P@)K>w$@M#5RcM!p1 zItGx!UvSzY-5)j3M2qgV#kc}DDvT*e@}yPP)W#wuhv2N^qt^{9=RyKQK;l6$3?LA z-i+DGQ3ju+>?WR#d0Qq?RkT63?21}zy5wE`3OJBL1n95$a8eXXFw7SMK3I*)f+S7{ z4p=hD-SBbo;jS==4rJcSjT*1_uiGbwQp=dPkj0*}4Q!4y4>V7FLnc@K$@9e5y^k|a zV>%NTV5KjFx{h+(q`o40Mz)243@lF-1;O)QdN37I-h<_GywX3i&zRv1miL6ySchfsaJ3JR2$%?{bnFL7bv>(YMsj@c#KkFgZTN5bw8x7kKiRG*C?PI z-dni0s%-=qi*TjKvO@4*jPI?5YHCxAi^fz{>gh(*M3-w@ZW-^D6J{u7YqCsS&v?9; zLmD18lG&~BRqSDET)W#~NFcLvb{f7ZvIqdISLpOUV@s1Zoz1V&H!s*PQl($z`PBy-oXuR8+Ycv*|fZ{zdE@O?8oEJ!r_kGnueW~Z0$qC|*UdVgXuBdK$@Ex@rY z$hdr6>5uC_PLB0wa5|@NuPT(74)GUjL_waB(#Kz>h$KD$4U#ZG*_%&On1>y7R!%Yx zg)Crw^8DDPh^|aAnWE~@0tXPMD5x^;rk}&X`k`7xz$CN-djxJLh$5l&1Iwl!Z&~EQ zm0FD&pfB&oN7X=ll{v499ssi^h+_mTwg1X4-)>P;B_FJ1_QY+T-x!goy{`&|`o}q{ zdZ*@gEuT_C@P&n{*8EW8O$JiAPwjSIpmrHb*Gn)|Ee~&3o+&@X+H0ggzAq@<2NSuC zak!*gt?+}PjCyZz)4y+e@7ZuMbwa{lPV*JNqZ&!f*Z^P+MFKEP`fHnuROog6)3cB< zG%MEAo?ra6Tqon!HEjje3gW*cU@!~0S7qdP{)+zT-d~WL+WVYA^=pMURQT8Wg8sXl zj11&DK9>p(rHVUT1aE=?=haE}SuCR62arbVx!lQeuVNX9JV$Wp@v*gshw%Q|sz^6}VND8C=l?PQJz8MEnLziA zk0LxF%f3{g+wKhSRg?%_`&Wr__&GhN%db|wIsHZY%4LeY@}+}PXavtYXB8v0igoE& zkV}qdsxH0Vyf8J-%7;*3kGGgKvoxE?Nk&rYP$Jg@8peBjprH#*xbp$aizg`7f!=pn zKZJ$Yt*zu+tzL`SRkV4nQq1i%`USe zA8cqJNF9ne}4eEvT0n`NtaYBnF@vhZl%VZ0J=xWhd0= zAXrcj9&ayuP~GAq>u6zuYk2bYJr{R}q~~SdYtJ4$q$beORz-B~c(OoR#c%yLUnm&X zw-Z#c0D8DFyGFQA2@R}ABT?B-LmS##&ERr1;nz!EWh}39;?R3ANq`K?8NDQvrP_c2 zi_F;i-4yW6>TyiI$#+01RG+E#AU5z;S^Np5J}sw+M(-3%`5#3ZLNu_zG-T3KhoZ{ zbgjDqD{4DgV0twsk$z6flk(pa>-XJ3XDfSSnSNb^T+5wLh9lI4Pm8W57_ndPvZSM? zJA8MnUjRCecggQx)-UtxkgM!vJ@LPHVr+s130JL&%bXtKn8F7HhSq1(9}t<`oj?Dv z?Zn&%y#|O|K9B@K3~M0V$$FJAA-8T;-|4O1)ZvtfN&-&kmoz$F?(~PBSOmV>64}EB z?T472l0`Efou9AOfqxsJZkC3gvqR)cB7v!kTvhMl2y-lktCf?hOq_`OqiHblbwxjzr~6k7Ua*Zk1^CEo+_5t{)wFJ73r5FqX%smXa6s~_8^mNFf8fNlMy z%6(G3C-51!fb-KR(@PPL!#n;9*29}2eZ8(@rmCM2era&{dcB(^-+q$m+Yu^y)g9y- z0?@MmC`5fQMB7Tjh(Zs8$NU_e{8ZUL{AQJs{cxewqUNiX^iHSl#!6enr(Gnj-*6Ix z)Tt4D3vnvIHOsN<#E`7-VAs%j@p}~3JD3Xk{O>%g({y}MhNR0xh7fL!O+9>QktTP# zR*G7#ZCqr$>78iW!b<+Q>c(D3ifpmKLhz9+>D%F}og$|6DJbn+%-URYewb^6{z`DR zd2DgyKrEwB@xy#(i4#EN(5)-Q-e5JIocb7(+SoA8nO1`dR-@x|LJJ0`uqAOvRLTA5 z5rF7kO503gQ4NDF07E!=jkT0hhoCGPOTW9)Sn_pqX#W0g zl>^@o>E(iVzi@x9#;B>Q?{ElT*g%spSJ;|m!o-qBD==LMF2-9CdkN7C#Jamr*fj` z4a3MZRKi3T74Quxv$XkoFA^-SDki7(n^axUv8Wjs2S`?lM}-~H!%3#?92M&Nr!ZJi`McIOs($Iv` z&ALtsNjh8EjWAL^?dH=C)7K5Oe}5)%`cv(v1vMAgiy7c~Z@gUX2oNP8nm}P5^S4{G z@=pDY(z`-9oCH@}*cH0&@W<41l4h|Zf>VjaPx)cm2p^WY89nlwJo5!x9t-)Jn6uuB zq~5{a(7UZ zcRq&`^6(XyY)EM$JLol>g541GaFkzig;*i<3adFlc0SzTowFk|-u{3bW;BwyNdptfJXVz!l6#L`cH)WfVZp4&1-oAA;ID^V;M)E!rYei<+X=RzJS4~hX^!X~Gm-s(+mCtc-B-f~iUh4=@ z ze%&&Oaq_YtfWpcscUfaCrcrnFqxq3+71o0^fgyd5AZyXc6WF`nH(0&uTKZTZQa5x- zkEnlBf~fTWsyfqfHjqD#m%7)vWr?MZOB{6sbylk(&Zf>F zZt4zIR~##JwQi*%y0I#aNJ5pOHm*uHZFl$o-+AW6y!buy%)FR+X1+7u-v?*zA>>i% z!AT})uXvwuY3T1%lVx*UolE~Sfx8!6Ec=&50ah z$=TMxD+xk;PP%N45=p`sq4S5d(lm|53?@moqWa<wM3pKQiI4Xv;hC#;9Wt$n4=$ zjEzGFTx!l;@v-+9_K0h zxG&>NK}PS%m)`6JDf@~jWjz7NO-JE(Gbk?b2hFbn%&oP5e9PS+?o#Oe;KY*9kl` zUF*s3Q>k#-r6smS*b<#vjq;Wi9d*EEEpi=og_z=f4ersyyHEE_P zc=R+t2XqnTRfRRw7VExY2ie3M?BAk3gz>lu8D-tKp1I!*op;-bdPH-)rzDb;yJ~cx zCO!RZd8VyJ&M@gmj0m6^cc3|j5%`<(oU!KAju68A)8uwlU}$DB z=vAxMK!}%B4xZwy@st3{ayyGR;#uPm>eG#nC>ak{3mV!3lXUnN zGdH2?hbir0JzK@BK4^7s*Ib|}gM^u7LW+gHc*3+ZN?Zecb(fcU%ikd(1Q`+(<=Zkl zkf`PkkgO_rpBLej3zVlftEqAHO)2kmq6@Okv{e{ZNymmRO*-_~2gopmw;9qu0Zglx zKARFrZ@a_k*v+`M3bU)Tc&z`o7J@6v9{QMx>N&UT7z(?@{0lmPf~=Y3+An)RUn_i0^QnQVa1? z8d2%!FVZI5age^{ponqP;2O(AIsMK2VhTz97kipsQQwf}l&O2o2Mb%OEU%W2eKOcz zt|`<{?95j|ot&zuVa`^0*R39}4Un6gBT=FjIr4Sb`1pA9&AuHqy?#2v2W^W%`E({$ zt-`_v-^Qq)JbZ-q1QH6Ko<-( zWQTSZf}v$*FP9>MfNMVUqMNA??M0B}{XgkV*dKbtJgv!R^mH1Qn6{Aq#3!}7tcpdt zbj_zXwxkLP#*c1kJ#;SeAj9w*p~skbtZ#wu3iCQbSxMZ6ryS(X@4<1l7U_H%7}ZSS z+FE^k8G*Q3kglrKuW&xpD#SI)LDjf8HO-ee5|5_)f&s!>vqP&7j?FFiQKaZkU!#Mx zWF)h7ucU0V>|7}uR}$N=5Y!x!Dx$p>WN34Fd0iu)1S(Qjq}B5Q!)86tQp6Pt{U{|; zWp_Ka${9V5OtruU7OfMN>5P9=4nq9yZZY}!#NzJnA{r?`7Z6%#Hp5R6C*;VqUR}*4 zbv%yAe-RHJC%$g#@>pifwqqeY$}8)y>A`RBcHfYT+4lI24ZyX!bLIt)ai>x`Pt(~u+dAHV95F*xQPSHTm0_f8*lUb>5Zz3@B z8~+_pt8e*4+Xa%z@h@JQ=hr{IqUb%Ywi0J0#FPkPw|YH@;hPpL*Z{!7E~hdJRjthW zs8UZLD|v(D{02g@=Jpyt?gX4!F$vvnZ0?E3#W~@xKfGZrLQm1ob-#B5RLw*=)OA-$ z4RWrHz?aI(o1Am`=#EZ>Fh35kVzPk*5M!PK>CCRz&zyQA4Eekj`vd^wVri&MV_w>Ge{OZZ*mFJa`=o*d zCpQG=ya)5MjEe+!x@p|ViwC;OV5>hTF6v5fU~Z4v!$Uxe3`9UtFV-8)C%j9keX z=6Ft0Qc!Q<88r$=+NiV5YxLtvMmw3`oFZO_qSM{1v02~I?r=%&&=^_XQ~bx`R4zY2 zPh`;p733AJnSvet8oW@JK5@5f@@)JUf=T5APU@Q>0hl?AgM?;f=TE(*8Gj?f1hfYe zziUqwnZf9r}9`cJ*DVmvrVDG_Hv{tK6%bpJZ^v~>CZu*wbz?wsQ~YshBD xgN^>};#(t*?+9myc8~w?|0pz0yN@FHSuFE$ZSA593vq~3EKIF0HC}Lk_!k^5{vH4T diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.webp b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/setup.webp new file mode 100644 index 0000000000000000000000000000000000000000..8723450f2f860deb979b47d2a994cfabbd88569b GIT binary patch literal 50704 zcmZ5{1yozl_H}S~io3g8ad&qp?(R^uxVyW%yB3Gy?ox`oyOXbd{k`}8?@MN7WhHlR zX6Br|&)#!yl%>SQp@#qf4KZOwbww_sw;upN-5qE)2+aXlD>%O`N17BFDM>zwqn4&0 zLb#>f+n4mgvS9=x$CfC4(|6At-x9nXVDdfR0mxMAgv8lqHPq|0n!qZbpg^N<#VO$dmZTI?(vhc+DC3(bU@CljbY;ZVl9WPu!&(5)k-ke$RdLeZD;Xi2Go^ zC0qyA12cYqdAd8ktFYfQ>RxxNza{Vs7z&g+6S(eaB#ijj{t);Wegv8bOak5BLhcxE zd>4Q-K<~G#XNb4VXY=RSGv6KH4KVSU>~Zs%aI8^qcfLIz;kmXz1>l$Wo_+Hb%$wK~!gF9JF#SF2MfQW|1Ndxzm)rVn7RU|6 z1b%&MeaQt9Uj6P5e24rneRuwdeG<6y{qSA+{R!|f_xB4_PwWOE5cu5v325B|^qswtI9_32N_mTAbOlp0=%+Nge3DG(H2e7ti)?e=NW)nc8;htCpWR% zdFPk0qFDCD2(uIer5}V{1esY%e+L3^1BVPxxIINL276^2%OSJfUyirJcejCY z|2ZAygGXYXcfL1OL-!usw(}Ak`zNuRpmC|M@5PCE3^Q~+Wi4ulxUv9n*6aShCr*j_ z4}U+Lq~oWY<-8ZnvST~0GAx};9tdO4pn!Rwi_Ek1%Y$2+#NzR;+rERc8%H$YojW}I(=bY3QFAlnKI#;Plm;b+MmKP zjS|M5HX4sx_IsrjmAxW0zkiTzwHNm`hcCHPb(%fCLu+XK5Vha(ZF5+FgsF5Yg)2t# zxqqJM||+I zTUD1LArvU^&}gbc4q9GVnC5eSPgmZD4Gl-YY@O|sVtu6T=OJdN6YX4aT^W_5@p3C4 zY*%`PLWbh<()&8Gj&y*eMD5 z;XG>`f>9-XkFBT-tMpo37A$ezvaY0%s+R?UF&kF$8!@sF?n>gAB0zb6RX>}E8G|ep z01rX$gjP%8_6H>Ypr8Oilfp@+q%#=;i}wvY)1JxObxxCiO}kCpveP#Fx~$U!$(lw+ zA!ZM%2U`$2Y9jxUP66|&yhuTQcRXzfw!}Egc2(vPxCF>V7bvstgsun=qm3<=fqhe) zwW+TM`xhvc0H0*A!T~RQKzN(7n?K8Cok1#*6Pb84&K%lQH&y@W0uj)nNtE>q)4FLK zjL8D;jLNu*CklzOaE4X1jBvFM?*>_*oI%p(VK`3pboKaI-_+O$lKPYFE~PogNb-&5 z59s`hwAHfp3-NLUod^@v+XLs(XB|z41Qf#%0ER^V)J`ZLI2%!LxQ8S`1(exUI zvc0Lz>F}S@qX|42{u{YStCZ5&RON*imj4@EP}bi35vAy{Q?IZu8ekGPs7flVezBtQ}JFw^nKI&{1BQYJ|2H0|QL|)B4{$m5ZbMA%62!5Qikc z^YT0w{!JsL_i`#bjG7_Y(<6B!zJ(M&-+y5+wT~3SLo}lJm$2ezF@xeu#bi3GXf+;3 zTQCR71S}c*tmx*)6_~&hyc!2%yKBD zLkR2@RB%dyE_uoY#dJnAqDrz4ivS9GdIw8jR zPld;YCX@SvT$=^gt+$31FtI`YD@{nrPCWjkjEUAKXxYZui#dmc_qT)7TNIg-+K7bI z877kJe-VE5JT}jt^(rQQyzcG2SxJ6J5aG)0>xo_tY$h|q{i`bLqnnd5BLLgo93#4cF_x{Uh`qFVM zKv}7;sOs;6Y6LY+S8kU!y80(8sL{Kz3q*Evx(DV*AgC|70oTb1M4;!^WBx=Mg;G@T z8_XJHaJ|=ay9&pxFl7T`p6L#RGvB?5mcI{{h^LM;TgOS@*dQtBA<+#$T!6K&IGttx zF2CHkTB@M`l%{$0u4*asUp9~-iui3vJ$fCd)SXd3tAalg% zjkhuD4i|+SQdH2!>cE}`Y3kURKY=s{ohPC?YD-h>Dz1C`Dq+@+v(Qj zIi@vpgsador6SU-U~B)a=)dRtUs%!keRCPG%Te_6;~OLxGcK>zNh_#9Gi*yi*cWXu zQg-G2trz}c`i~qCms+@;zv&(uslQfp2rLkiJQS_q9&hj`^$CrFBnVEX`yZk7-=nW6 z4OaDM;05Q>@~K>mi1SG|eZNg8RqiN(>BiXg^t$dVOwseKnq=tx!wmna9(sRx?6>an zzJ*>j1=71+flWY-nCFa3F_N8J&{23Fa^RfH33oH$J`VFohAo$XtnfN*z#gf}GT|Lv*e|#YGbYwV1DHL8}duP<^Y=4RhZU z$u*BQl~j-(gfQdUV{2Sk)`zF=P%OYQ-^?*J->jk?vL;KOyF<$KRA)gm^!Yusfxi)o zo;=(D2{eU7W93M?%+R{?_EF_6)=GEgF)UDa3U6q%Z1G%gsTZd(QezU$oWw%>h`LsP zFRbIu!#eNMW%!iZ{6*UZ!WsF5oLY@8`{uGBZj>^s%^e%ME=?%!S9|A};a=RT|5sc>-|;-Y{Vu!-*>wQRt*a(gIu_D5yRT%Wy? z{eQFJ&#((72G{Y0}B z7(C4y9wM6Y@L9q+sRJ(8Rf|ch8$z~p92BEu!4P-o%1s#lavPZoM??E#lrUsTlAUB;Q>Rf$ zTt|-QH;vWbvTyq@M1~G-e*@(YdH*Mw|D-ap$X^p7A)wJRl9*GT(4rd(ZK1n%g3`#a z7!kTFBG>5krIVwDTS^X)7h@~Dc^ujBe@{bm^^dbSq-^!g$1!vbk_c=BkxtdNruZ4aYU8|ni$5f8@n>Vmr0Wl%J_GX0eOa>gDv$cAG{+0!E z`g_}4N=d_oF(?VxG#tq^dO{-8ng*Z1T0JH~YhHR;R9J7Ih{Pg(J2HvQe-(40ksFIH zlg~e$wOwZeVM`66BI?zzsbNzy$H0qdB#8uX1WX9=+rSlr>Qk-uniB#W*Yvl4{i#hz zh`()M@`E}jXKuk^*am*+xv9*59m)TRy@>Vy@dtlpSDaB2zWl$sYarz0g23lNmNb%X zZ9M=E#Ixh`i8N22IN2A<2aQR%cJ_GYYdC^ps5J9{{Zpa;>a~Aa+5h|?Vi=q%cHSXXp+Fj_BXs=kV|fqX$}V(| zx$#zE0Ggg0)lH+9vgB%rSqV5i?jHKsz-v9P%oBAzk9ds4L*-`azKR=Nh|VI7&t}z zXN1_W|Dydr^?qoaGL%Nz>KPpM{Avc=K$`}jGzQgx;P2$rC^=nCQw^aDsyUdCL@_!| zH#_yv(dNrgzb}B#cxI}amP7 zsp@4#z4&nH6TD99_&87J4#ClHTiz;ba`q?uN#QqcF>ZAhplz1%11!v}J>&s)>YW)% zBX}SHzOJ$?L8ErROB8O16_~Cq^FclOyf30w7+y4Mn$I%jIMCrc?|Gym0-*dEcBi?WK zzs(k?e4W_9@)yqPVu@pNGiuPVy3fd4LSxvWfDFIGAC98&PolQh1K6jf;eJLGWyx;n zq-cOaIVGAiDrH7Kf${ynP_?}Mo;rQSR_ZGqOnjB6iP(-*{|FVEUD1?4ffX zeO?!)snC*{lJUB4e|oMEVYl?vm)+P+KjR4cTY2+Lw}(jk7rPzh!@2aLw6O{Gde65g zkR7%khljTEU!Uy6Sm4T^xx#Ehet_UX6xxzu1B)`7U4y$#CQOl{ zbD0e)uw5v5v0$X3;?>LytZNoET*JCKEI0(5$ny8g^grkPm`*4|$l% zxD3gU{MoaREdAN7cD|^Haeixjs{)RXLOL~Z6JO5An23@A%j!R%kQ3M0&@h&1z!RtR zVcBszlM-6g_r?D-LaD=8k8KlgmvwsoNWqt*OqtkH16+g|c9Wf=Dgk>}N*DA?3D>Ww zA9i{3(_hBCVK~%GBv**wcLEBIu(|>zL5OPYNwoUk0j>Ji{`L{gcCtm|M0JY z5sf_FZ1+9%qx-?*v2BC#d$6htaooV4$O%l|Z<7xYJ60}W83aWa22!{C-aMJZhNJu^ zZ~u4@lYcfHBcYgsXM)H#BqzeT9Pip!bT~1u7V^e8=_rT18KZl3y&Ps2~SrE%mfZJr~lKmf4c(R#D;&#okNS`ld977Pq4gqd?Z1x z>iYjc;op0TlDyo1)zZ(^SyBq$cZM2ZrKy3(Car5jYC4URI zVc!2KZNCdxi;go9I{*--q? zp#PZw769-8tlp0uaaXS5-`UrUBVgz3xp*}FX+#rVIc`Xo!B#?bEroxO%t}NjbcTJv zFbVGHphbJTWe9qTo=YUAY+a-J8qaj1H#Ax;2IkIdo@W`6H)_bPIFTt2D~}dThKk-V zA)_c>t01NwvUu`pNuG4r_^l|gYBLtcdjmv(z2FExivAu*>tfx>_$b9KTkLQxB|51BWI2R_H-hM0 z`2kPf^XX49Ol{YsDtD!cq4sqNRV_alx7A*YJBhETQ@eFfkCr;Y731kxlmU6fP(*80u4qqQpp&rF-mf5`03``}Jy9qja7s zOwcs~uf7?AfLOOWX!5jQbZJgBkq>kH>ZH7dOUt-0zvLxK5(>w>ZS>hX1V1o6mYH&V zvmP5`430Lq4h90!na-ui%Y&sVa>f6fM=NJju0O?mtdHV+_Y%n{XS3pvRcRL1=FdB7 zDK<)f8Du7=sf!nT#M}z1;E25fI@p|w$m&X3K{2FoRmsswF8#wX&!Xb5fhL@v$%dGQ z!K***5eq_7Kq1$0s!r2IPATsQ#XbtsMahk2f4Yr{@a%dqsC%Wz{-}SYX$nh$n=|N* zs}CHHgTFG_Rl!+L^~DJxVa!R43}@~V=XulDCj1htK2mvCg;9{&rfN)7r58Z!pMT3P zhQ$79&kq0q-*MW@U?qGRp!C<&*&BQz?y1%Q%l1$&fXA^zCL~5t$&XF7$l6OGGy9jA0`3MS zQHABtW^pVqIJuv{Di^ME$6N{=NO(V!-5p>6%F-e< zlEpK}=#^Kw_c*H}ths)!UZlfpcB{R{=d+`HgqJlH-}fBjeiX=f1=0k!*yM8+n2kx zEcJPZCAVrDR#X?U24CAxYsoDWCy(~ne_t3xSNEWm&9RptuKfsoDrg+lHo5iujNn^q zvIF=+3+^sq-fy#{x`zesC?Xyg8I3Yg%yAlH4gM&Wi@$?21k=>L{q!EAWM|v1Hs~sJu|jeFNTxeBnoMM>?3Z%L zy8h`-2(^v^7VZ2%v_X**wf!iw zxG0sd^P#1TW`EF!1hy|OP)+zeFAg4|^T{nJzJo7kKzvJNYxaU>U3J%uHiT-nEs0@f zE*4#7YarC%>JD>Pb+`D7Bc((l`Lt(h4ci8X=;0YlbP7(Vv} zXfHTx+Z+T-eq?03*|`V*yfPER`vJqV$HDWxUGS>o#PP877Akwl>A56m(%E9st}^y{ zhr>2sNO(aN(SmR?m-vNLpDG5tET6d8yB!t>v~V|XP$cR6x*;2Jt(7zR7_XvCtu7^1 zkp+}ln#LHA#d)im3&lnqbK8%b!}F?P#@jEf>8Na`wQ`#RT6q9K!3zj$QWayCS2l7K z!DloL4}B>hwkDccC|$r4V?>w?D}%QtB-c@nn-OwrFUI*dB!i4>*Kk22=(4xVWZ2-7 zM8!?aj%+3;?vdqE>R=oG8l`*WE82Fqm7r=aJ)Pa_XRhoSZz|472?!FGrY@iFlgS4= z5Y$(>{Xg`0UQR)kgem+qpAd&_0sNB?QDtJo6x(i?SGT2lp8g3@6PeN*H zZ(^}T2}jkEt;z37mKw2CQusf+37=3@Qo zsv9!q;D~>`Ud0YAqegrr+T-`z>&pZ2LZ{h_CSqpYKF2{#0Y28yddu=;-q)IDy zpT$f0!TDNfLC_M9kWVjVFs)S$m?gqHVj>?At362G)IAK(6|<%fD>56Jvnc70m7#>RcXP;1BhV2#&=Dh^!s1=X;qK zFZZqTq#%}YlfS7BI^H;9T6F+$r;5@Z5kY>Hqs^;kDvxpU>Be7Wmh|JvtL7B|H^L0m zau2`H6|;A}%<^KR72b9Yb3xJjQG^{FxzqabYp`3}{fD+SN6b0FygsgPsE?Jz zv@-Plj)H7rDs-}UM&o%Lxk#7nk93QT(mTRgDj4SdQj=e^@(Dyv`+^-nImIG z$Fn_i;g!90#vy4Av=@8^ZyXu^10gU}u%ZmbV<8ik)+h=u1LHe!!+OSvL?yXsRMqV5 zV{L!h&l)81HE$HaHOJAVtqD%ce*hrW?Ur30dqAEJp!1?g6Dc zykazCM!+wAy6;o98oZj$0r9AKKiI|AKr^xWtOP>(CH3y&*C0O_fCi>%T45Wndn!N| z0pVru1`MN7=WqTrR}}D=WaHjQm7mtqVHSU=KXxV6MK|`RRad&%^@oO+-tB2M;haF9 zUgN3}k|2?Yw#*ES=X{cembjHHCutQTk+huzWvkMjQ=BU^rH*(`)iW=G{RjzK9$RDh z-0#WRN`=~e+ouM3V+q8!$~e$+r+(VTU&9=fN*#PQlvHlxmB!xM{~BgltQL@gsY~^p zj4f45@~AMtC6b|LVr)*ywgf`08vU+K8K$#ZDMLcu_Ta|B;~aK}m7l$*lrA|x>9i~g1^REKMcA8F^(^cM z?ra=7sEbCDc1eA~)T8bqFBMf-ahc$;GF*Z3st4mI7vknG7#~fEYemw)EMZ&VM?;v6 zo16$Q;o>wem_5v+hZL* zg7GFluOk)_I=KpuImJmdc6NT^7I&)O0V+-3Q0q&YuGIx3G2keYAO0akA*+m6(xS*INu+sA!&5+hqCi%L`|sN?JsByL~3e%jE?^?bUAGU|un z>MquINR8?^&@26hK;6PZINr~h3_O-`tx7S{zjPs^@EDObrWnh|mGCm0^2)iMKHL`V z*dYpCS;BwA!fUS$WJq7efpHwK8OhDVga-9o{@kXW{;VVc*`c_MpIgvOH5D+bV)~p) zp6x8QzGZHux)t1FbAi;xUG+^L+@EN<7T?^xvJM->_l!afzMFK*@XB`VyaRqGMU+jc zS?;Vz9S9ou+QQ(4+L;9EAh*zDI9XlKs}isR--G zw3s8J?t!4S$8H|?_bt@M*N@0Y{az(5zQzHTu8X&T(+|d5anu4vX-$O>^-;mYrO*ct zWh;Flb5e41_jJq?Km7`jZ)FfK{#Y~@C+p{7g^c$sf`wZK{SX}RGDfY50#->-@O^Q> zT~OB(ke#Z1#*qZQm}BU3I)u(XlIUZlFP?coh^KVnf~|tnwv3!u8F-=8(=j;nuNnN@ zZ0k6kM__bl;L#jGcHxy{x$a20-D+{v5b|Uyz6WkCQ9FSg+ZKp%Ih$ZBtT5V+carHvooYg#QUBR#CUwQQ_n?hJ^ zVB>lD1Wmh8bfo)@dX6aV^*snFUZAVCGu^GXa~d9kS(>Y z6CuV4ugOoFM6ae z0GzL^f#aWdU$Ui9A3XlR;V(EfJBW*;M+f%!g6Zgbo$2WFWEc^;yFN(t5rf{7i4`%zI{F==@=-e%of~&1b-szkF zrZ`M_v`|iANC?6x^cT_OCXZ^#k~RUWhYmV`c!)9OTC$&$59&A`;p#TstsrLZ<{XoB z_q1>wxZF1wmwY$(%wk|djSP3CJkX^t%YKZkvRU_TzFUWI6bC;b{s`rM+X`I!z+ZgA z{ME(bg4c(j03D&gWoq{W2#ks_(9Qd;4{`HiH=LMxQ)D3 z%j+#92<9)}yk`B7Ayx_*1E%(-A5z-Wo8Uy4NUa@oLV2R-_biu810j|N3?YJ!KkF6T za2mBMvIYn?+-$h97fH&`%Z`a3!cGTtX+VX686+a z94Z-D?rRz_{P?Ml8uCn^zJ~7jp$|M$%-y3i+Bx2-7I&FUCxUj&`bp~ngD}Fo==P1- zB}<_+sp7ef%*RqnGru&014^oh&-5mJ_gq*~%GS%@P;hd%}Va zD7+@=&@nrW-2($%(_mxv*nnpbqksC6%dbWEdZ_F(iMSrIi%WmrDU@#qEBE9&=0;GO z?nf&XCU9sj79Cc^@X9=~YjES($Qh4-Xf}4=3-LT~Vge+XsowjZQN4gJ^xZ*sT=D10 z14c-JeO_Kd`o^}?_ZE}(g`q>E?6w>z$?p(0x~YwJ0QO)m1{-GVBUxXy{PhVgNBH+2 z_Y=wU;U2T+#ZFN52cxc#qQj8nC<^3VzBn1j8ptVWcc9fLuM&Bx0@y@}StmB8vV=XM zgC_^x>c(}0G@`LtDMql5t;(%XJy#3xI?meirNWvhuZsQgiq@*Se6In4#CsbdMe8I1 zaYS`ub6so*+$KkUpz|kJUd;#R?yk7HnVLzVD@@9{_AxN%+#8g-v?px1*OY^P4AEI$Jmo@h)sh~1mLD# zXNJV$%$3AG^lI0C0U^JJ1{$Z@zE@5s=GZeqX-nH8;gbJg?<0)IdOd|Bm+;MfXiufz z=5dl4RAB=@uXzV&EcotKEEzuFbRqI1`pZx{J_O93WtxCIBCQ-#pPO_uUnObg9&Zb0 z(PPAWg?uhX6F(Rqf!sd)<{_l8G-jz@3gSmfS3hiNe~PpdmuFP*mjy+I(4 zySZ=j2m(ObX+|s0UCV8@pj}EZH-xfwRf^$uyBog9_|FwQ3#Kf`Yf zMG2XLn9FdRCm_WZN(kMtKcUgpg(pp4vqq3?z}fFF!Tm7sO>e*{I^DJsyHC&}xXJrj z<8zm^RZT;kRw0B~pb z&_C!?zc-+!+BSa+QRH>+P`hBsqM17|BEdUh4!3MOB@3502~RbJ zMuR7vA}Bmz=$7DZhBBQQ0|`=BrO%JiG-HNj?V! zSl=jD(^z$p#$X;~eQNI0oc&=CFMYoQwXy8j=5=zSfuPt~|Bp-@9KoW;x zZkyBWC*-m(EF{o~+Mv<3XrOjn8tZJviRmG!Xo}B)VL?E}BcGR@ayhsg*%bZQ#W)?w zbohO@vOzVY86!;VJ-?pnr)eIY#@zJbS3oNIw{r@QicZMvB=oqGxW*QDhhbsX_f6Nh zdIfyiQy%2HMAD37&zh{4InNXEA}bIW8jWguGU3CHW=Fx&?+yp-<5!svp6@F%f`m(; zFb|hYi*r96=--Rq9*enQWAg$WK&~p>)}~2a*Ev40H<&mJ($c877S-aHxipgtmR1BA z=5^Y2rNnm$#OZX>H$o61r_qgsz}U84t{(dDLHOICBv-=g2+Y_n3alW&J=k)l$Ixk* zEUdnh4hJg+N30?{q!oHR@oh9j0ppr*JS0TW18+v}x=;L+4KLy0qSCgT&LVUC*X{dK z6d=dlTf9~R*F<9$_O6M9r&?1A@vzkSUwp?;f4K=5>0|#g$-HL^2cmPgiKom!Dc=Hk z1O+awlpvYjZf7`+E7=It>|^jGuQh*CPA-`UyJ+m06;SW~(k8htPTgp_gb?SPWOnR4 z)hH{WXejg?26C zD5J1nTyD^WH2s}*@Y6JQ_8CnId>;cG))o;KIsm?BotWvK_CNvO`9@>Dm>E(5V^kCJLZVYr{o-jiT* zSBK8gOd)mbD4^)>U_OzuYi2)<1ci&3dF!T9xJwQz_EbM8?hhDs98x1^ND>!%$f^eoxnGleZE&+Ftoq8HvD=!a}nFN==7+hQ4i8 z(Xrh9;jFQ@*ebztQJTmOuyEaZPDavs*MqUo|A2nr_~*ezC)s=N!ak+V0V2XrMPszw zK5^oh{&5h5#`$s3KQp88jH`v?EHS4^EMyZ{0I+64=`2Jqfdfdo9CjltNJ7>;dCE@F z99&pRUPhWD!lcLb1i=Y7z%O@(2N-pZn1Du)eSb#{Q5X-t0C>SMjF}A8uzr@n^vSB! zPOgm99J7PX{|J;l2`B*{BVLjv|9Sb;jm#OQu&&$@E^mHJR;#bVuadWlsoMB8Qs_3j zpxIWRAe@|B2=4r|+HmTPMwu;!f7{oy6mxzwt;nwU6o?&O%W@{P^+4y=yjAxNbbT#l zI76-v5ql8+j4^hy1}yf{5;eGVZNkr=hkDX$P8}gD4spMZu+xf6rF+r8W-KY@7^gj9 zXLt%dK1dfyWX5&tuNzH{_?C&jwccJ(vdVo`Q#(4r-L}i0>uPHfnNp*H%(%$v2v!o1 z&o=OxX;zjigcHgS(!2czSUlCEGb~99Wi=Sd+(>S(da{5y z0@jC9Je-E)?zh37RTZ@ni#VBJR&wp?`pZSiTra=~!n59(J>^Zu%*tFG9<*1r0&rz5$Oxi!S>N}m zATXvWe=lYSO%nn?oc*bSg-x$T+6-YXp`hVR;sJ zt)|1dh#<2k#pRtSa_NiH3~%Gk{b=>0Qxooi`}u@5f16uSU*z|Vxi2fyl=iKr@C+Uo z-jnAn&E)&cCOQtk_BLr|nb1(=E1ASK=5S;B0x<;eA>XbA-8@X;OE&Iktacpp7dRsv zO)aAA;4@|;+H?y(ijZK7!79a&1sPIiR>7!Vu?z(~yx&eniS-KskVB)h3|k@IIP(DZ z^kPVfi?#^^rW<+GvR`lOs}PnrL>+;7qfFJSFenPrN8+7?8KV3BnmvPwgl zN7*zYq#@$XA3wVWO;IMfhub*yzmd7Jk7*g-tdXAFW4q{c6kzj5&L3yL30GWY^*~rS zwC2|~h6_Dl=YaPp z-O)+o=fBkqnK!63S)n?hj`}F|*K{-C=g(!5d8%qim<0tHnBKllyF(jdI&sY=moSD7 zZ#Q6b+V4x&*m(;(nEA!$QBCPOSzO8?D5=>SIDJ3sFn=YMjVd+k1rehV<4+4R=_5)i zBVG@;hzLmd2rE*%3UuYh!V1Y6sF&0?w@+cQD#yNBOeRGmGn@w(xsN0AvT#X6;+rV& z6sg@SVM^dh$ouwYFY%R7NvXzsezEwRgtg>emFu1;Hi<|Y2~G<9S&E!vEbb*X5*!=* zeW;$IteAZ>GNMUH#5iVGApWhsEp8MY0=jU!8O*=)j!Vhat#Ran$FdMv@131VKom9c z1X6N5hfgtxv>-z40y55UYatna4gW>y+lUHARCRH{!S~p*R)sj61Df`-V&C*O{)>7j zH15n@K9Kc8K@j;gkxrj(gueJA#B#Zxf`NJ(Rq_e+o`*%;1E`N#lAyt4L z>^zRuiqc6`K3U!mPy~n6Ln1X~Tx8cAs0eL$rtq0+2Mw;X8!u?_sycuNj0z=OuwEY z6FtIv579&VYKm~B!s^T=i&2)OxeT3|N8GM>En*z@JOJF}&mPD>WD~pWbx}%hey}~l zi(LB^Wl8C_USZCk@HKg*`Ox4wr(i9lvb7&M2yC`#tf6`N>O`o4*~3QK&W|Rauzv_& zD^(u|-ul6=7o=%NPE(-(2=={&fBxXLcnr2cQp&d%LJYBKUbbe0Sf(Lc1i%>Ddu^!uH4f`&!Y%Wf2zHacIJmqCNt_#{ z>~g^S!5@0Tp_5JVT=rS>&1Z63BbjyaD3q5=oK(+39l)8wbrY z$6dro2Zto3yRQ6KE#6m!AVe5|wA)p+a$&L{Je2Zu#1lwD4ex?HJ+>l$nD$qPYMFenu`>{Gg;V+nmk_B$WspxGgv;ERwJ6?PLfk+u8yS$^niC1L?6C_!y30P)o+frCfUkL?3#pW zn=EPa&#R@d8`ymqXrI%uC_7hAfb#UJ!GkexA+gWZ9C}qw)o{wc@;Mr#7arB+9D)~! zI5nSl)L~@dUCD(7^Ynt|=IOG6c3w18#a=B0uhl>gz$b-Rc{kqIVj+S0K9*QY`Ip5| z?<|J}Jao}fqGqNQ&wZ9Ss*dIPefv7!Dt8dw+YPRYzM|hH89h_3vuopBpYib!h%X!x zsY^zv@dYLF5M*i!Nsz||C>DX06P?H0cQ3oFXLBxW%NgQH}j7aQcmIv%Vu zO-hB;W(&BK8ag?c%V=4%HYp%`!?|(rMw`iS*qPpDAQ|qupgMHPBTO_F$5Olu<+!aj z^%3T*XMca#XlFLOdD>bewBLl@VV2ru+r9WoX#LY{M=xpTd9>ycg)u^cE_Xl4wMEn# z8#B7DPdjYIJnWa_n)X^jFqJ6cg$A4)o0Hp!w)wn@zTXkxPP!pRw_D)%zesnKYWc1- z+hcwS=;gt{z$=UL8J;taOI3Qy==!Vhz+nbhQOPdOfzM>`gL7z2K(xet&*^FxdAext zaKOi;vXRi3HqXq<%fm*M-%kuBi{)J{=ZdK=nbCt>E0?I&IGCszAgVUwMv9WBZMnlD zGuSrcE8TDRy&NE^oPqNY$T~TGZQv2leLx|7PJ5tB{W*lv5mOWrO@`q+f?fAhlhI3* zGN*m=*=snK>1#YgSV9C!@uS!e<~Pc2nWZTHq2|Ojzx~zzN2s9ybVzdekkFXAS?M*( z&-2vyx~6@w*gP%-n=yWDZ-vm|NDs0kOJMo9^VuCX=CQxY6vR5F0;Hz6TPQ;68CFam zn%Q*?M5IxLZNZ-hZX81Ux*=wBWlqA^RbPtRcN86?^BY&PlKJDVckkY!V9ULxxv=jO zncXgXfmNZWP79rC*@2IcrQL;Y+|KjX?SKL)Tx5OiC=EHR9>wz^_9+<>34(BgnfX)~A`G**{U3c&Ah=na*~EGde8blJrM&#P65J78$WKa9G`V%t8t3Wht&G!EQTR^10_-oh}omQP6lp6p507W0!&uB!{0G#bY?lw7mLtOdHPt74)kxdB4Nm`j^8WdWR(7SZdwOTo5hH@+@+zT^a3x-d!e|}k2dw2 zpk%wp*aipk7m-gMu^eb(;;2u)gR@&DT70reEd@nEBfeW|i`TOF_zo+$>DJBidn_2x zWMee7*E(<^o1F)Ys|(FI5Y5hm##M#poCs#;LE|dI^G*aabD;5+VR@$l8M)AS%FqXN zfR+FRuuZqO&Kbx!+CpTN#}U+Q3COTr$q)YzH6^-+oB>dvYC4@r44XY*o1!0rL^1$; z4Qe2|{UmYJ)L-RmT}Ji_Arz@(7a{Tw3G@Q&)y4T?ymj~gK6)ZCrCKR1+-e^DlKR2F zWzu4r!y`Vyky_@yh0_L_7OZwutOSWc>Xvwe%jfTrvB|W&_Kb$l(VYKY)UFdOBX;iO z@Hs8qm`@RUlrU1Rp}Z9!%$p4&@yBYS1MUA7M$!Lc_at8|zr#{_{U-<|>t}G3c*Mo$ z8#y;7u@OU^C&KG19O2CRGf-a|-qLpa!wrYPmo4mV81xtwPY~`EhfedkcW%Wm>&DkI zKXlvT!xmC~qw%o#F$-uC?~hhCjRuPgja!up3MY8O7im_5#QaZ5Fs^ku=;X>82ukU3 znH996Mn-RPaxlH+W-wyImhvm~rJ}H2`Y}H3@CQza5myvsa zo!capa@yPEHJ{4q%W|U=vHB^!pdT}pGR*y8ak;Or`o~XF86d&;I|4VkjR9N@puKJP+E~5? z7<6SoqOjdL*b8I$hfGW2jV+#0KyZt_m@J%&*6C0;0}RV_5N3 z@Zq$dIEcXBNUtXu$ng z_kGX#x3OFpPA%nHk%UcUARQ;G#T9wqls;^P1mp@!IrFf0fu-{xYkewExoStO#uO0h`BIz0|7LoJ1z%m z)HYHobA*+0PL|P5tCTXK?Bo|hxWLGcbF%z}^r_a7C|3rO?kgiZIBoHY#Aa(J?DM>x zQ`7ZRp#ibpg#5xi?-efb8}fq;#xsKnDKDo@pTLlzkw@wy0hlJgA{K|jRy=sE4L1s~ zA|!(S`ic}ZFq$t3Ccss&6Ma^JYfp|`z;|e58V&K$*>GX!Jm8m$}w zGDb)DrE<9w!ql=jIflm1-6k$4bAEwwwntz7$tLw*NOp62Gf7#s=675(D=R+xcv8eq zcz#)H+z!BFP=mZvJ;xqd8cFkwCpT3^2gDzu`4VdjIwmZSJoF>Ti$hEt$L`|mcr-hA z@w|S7z2;oSbshk9pkgO6fZVa4n*O%lx<4eLE4RAc#X#szBy^z-bqC0_BR}`)IWt;{ z0yuaMC*KzimkQpRHVpqN%s#u{uMrW=e0I@crc&2LeT&URLpCBj)8%uC;u%z!h;Tbt z+C<@y8IH-$d5h9;NE}l)!4Ld-m-(-StjLT_0LlnNq<-FqMl2}{kksvltX1GzVlOXg zxuD$M7s6+M5q{!B))M2uQPp#aSDNuP!^05z*=o_JW`Zr7Mu>S%C!$3`Yml2s`!eF3 z$<7+|xITSsuK#ONLt6AesjI>ytd0^0p_2fag8dYy!dW|xr5e-3flv>~jkMm_Z7mP1 zbffodt4Hxj*dnIq$2)F69}0T9w1ov-C;&i`R2wb*&51aEV2)Spa$<#&9|j5~Bn%Cw z1ru0Ywxw0%=4%M|dw*R^gQMesL%Bt=+f`!-h;Yi`R3XJZA)29cF7eiT^Odm1n_TRf zxAH*6qfua-5)XVEwUbL{kSUZ6+H39PMfl%40l9!y()k-uGw-CMejYwF;8SCIthi4e z(g}LqZnT!u5C2v$zN=_*5QnIZfC3Kt;eP&a;_jI*Exik?Hqb-_3B%i{t#a;#p|uVe z(%D31EEUJ#AE+t`u5;4w-e3eRW25GXvm9jRCD36GO=Kx(^#oH1zok}>Mq(+UCHNGJ zVn&)S(shL)Wb-=n)?Q&t&BQX${^Eoi1~N;RZm8hMbM#yIo|l_63Aioz7HwVqs7IWO z=cSDZ^^0&iN%ZsSwVLeurI2sxQ6L6_Q z0DC7q{2Kg$SVqjchyD0;0z|fH7-&jh+ztm(o+Mz4LF)7u2N=j?+Gj~{#2M-gE^*l^ z*J?O~b&@n5O=Kx)CIB$5nzP2&bD3LLsMrT{X}3`7$NMwqz}&^Wa~j%Sb?=)rnD{8& z&BaTbGq5ltfAe2FiW4zl;6-C1bKy-utC|^eN+2V0?tzp{KCR|@bO;-CeP;X`i~y4; zPcac`>>J2J%@b3m0T`*|Bc8D%Lre1_>$8$}0giauL9BVQdddhGNz&PQ{}BbumP$+jCuX;o>FYaJsELlPF>=W>ws`Y3xFZfvJb$O~E?Mi-<{BB&YQ z?Q*PZ02|J3`^HV9(tA%%SeoCzFp#Q&(enF8q#y8$-zr`k%r2B${%s=0>A=sY z%B{@AO(hz9Pb(ejAtINfqd_&E*n=d`Tcbm7<|t1;y+s-|$iZN+^diphNLmiW_>6H| zrj|kjb#qvv`hGnsmV|<>6y)(>$aY51>5IW6%G*#)U9&hI^_EjLdK`-6%ju#``i)_; zylcl-$;6+z*IMje*?{yqZ!5_g$3!mQ&XH}yq4*$>;0<7^IO{uU3*5a})@9>y^I}#9 z3OtqePtMjcwBE2NFB!JOPmkNk8{m3ySez*l7VzeOY1_Xk;ziYz*{*OR>kWUupvM`B}GaI_&f{cj~a^KM-gN4P<@C#KlUnQ`TE}Y$di&i5M?~#6#xKI zgls8KREMc;btgvxYA2Yg-h*^IzJWx21y4Q;G`xGwFCOzt$Ho%o%i`l>FH8uTiq-%2 zB?p8|#cF^MUG|T_0J={Wuh@u0S|;3uC*2$dnfA^#-(!ms(2?0s$i-C`Kq9LzE-X%} zvz_2p2ApJZ#^4~4*VO!n5U9LN7F4Sxvpj-d%BgI37g(U^jMjL6rZhz3A*Ri_PNuaX z9XBn-Lj|JIJn}!=ex=1_hErZO{Aso0R~=?LTyV%z^$n2kN^N2=px8BcSDp~~sXX+} zdL4Hcwe12mW;p^I1Yx)}zhw!Q@3icjgStgO#4x&-6uf@1u~49;9c3sQAJt(EVuw5HrZ1uOcl_eaVERQ`W2Z+ZUm2L}q8Ul$@Gzr~>&0 zAJStx5}+V|3;!#do_tb&NygBWgmWx+#Hfa?1?Y0jG&4;NGRNx^sdH~-0K;DJLcR(o z8(h=vOca^z>B5O#89YkqutLNkOL87&eZ_K#~{#32(G|9Ky)%m&ZzbvSJ26*{pFr6MpgQ0MU z&saF*A~CzeAc^egAx5L20kaTOMD_o+hj4NXr-kycFYJWs;MEV%6S@%0VJ^&TGN1eU41Onu-Vl}f*3|HD4DdBu) zazHxL=9RfFO~U%>QV&B(q0q5DSU!(n z(H&4uRfhbT&?2@Rt|L)yK@;2)-F?%vMU@2X(XdOU`3>@|OnDeZ_lJKs?HEVevnIz@ z2ZlGJMTK@B>n#j~uoe;^PZ(TH7&14n!6qmB(_W3`a^yh_w6uLUM-5F@`RR9y;AoCe z37F3~4emnsB8KEVeB*oS>pfDX#d!{$;Z!TrNlO{}DzTnf_1E`})b z>?uWriEFkMHb6J2{;lsyZphA#S?La4)}XBvO_4OAA;yv^pv@*z;Q_TI^}Lv(XvZvF z%dhojz@Xr8Pz2B%yQF9~xsf@-q(1QLW0T`psXk?eq}T{Yb4wIT;S z^RnTl`BA*>voN)MLMMQr3Xiqjpu?FUZt%Yr=rL^3pqK|URL86%DA(___|7y*czO_^ z`ak0JG;U^q|Mjl87!)Y*Lt$MrO@G=Z5P#+-1FOCk;*8xmlqf#+_&G% zBuibesj>mRRwauk_Kk_TC|g+;B@AzM`gr6ih|(n{&1EE}p0pM1!d{EPMUGa^X=~GH zw9OKJ!->9B6Tdt_RMWq{*ngICsj0Vu3+#u+=;0O^j*TV+z{(R51lIcLNnjHsJhmlx z9S2$>>JKos8r>pPE7t)>9$yeXJTF08PHqjSue|mv3~VMUiP3%u0-r0vD->n|3Rtsj4lf;Gv(< zQtYUkmhKls2D8>NTfjng0jV0V~&;O#e1l11N{pS+QqjmFw`;gMsaQ~T*9DWDWIq5&}E3K zyNx67r`&9S!Xo?vTM82e1-xuuTxAjG;WRGMIxxzE3zhwDI+@bb*yFE#%aT?;|ldN zl;-BGSyV_!KUq*6V5O{`wo)JC$r)r%Vb`#!k`42$#jbFqktrd`D9Pq1t6&=;70MFv z&pf?mRYm~YR*kD5-D44{j!mRa{I*DPu@(Ze1;#0y@G==emCQm#em7YYEMKYkF25}p zVbcY==6&o7td;-%%ns}c%eq&?|DZY2)UF5dGG&lsTW^MSc9q>**$j5unJ2 z$GfrXPDU1F*DZt+O;X>oJ)qL?Tf;p+4?MMsaw?a1mx9jtHcRDeMpxn}k_rH>ANFr& zhLAZu6ym?q4%A(Kanl0ayLGldToPQ)+{9)UdVG@Kr|(C1y~rG{LxGEF*#{avu`|QK zU}c!jA0UV45k}`N6-Jl3lFkkF2#Z9FO|-O04qd+MK{pq)kM!(;tfq^>dtXx6!pM9*q2BJ!9Oeeo(5Dq#+0`{ z*4>P&#%{#ETP&`*CuRlC2O0uLM&1AX=~G$0fYrBuss9ov$|l>tT^%uotabG`@c~zH zHaGZlh*9a#GFc+VluAN`?b;RyO?Iu+ZH0)o?ZbcTE*l# z3h~WlRJeIZCOF5tKE+}xd$8-(w&InHOy`TP^?r*=A8;AEg- zS$=XEA2&P9O)7@!86>|tfB^gtA^{~0qAyQ#2vXvztCbqG$siX$Y*g{L$?vO|%M{;k2O{Abks%rgAI!;mm~8hbF%=3iX> zfZ@tT0@B^)xT?4QYfR}dM+2>R!sZJMmZ>A6>Vh+F(!`>$ZLsthnU&vCs*tJcdeg%> zDlgSS+vJc1$M43q{?9YlXChp`%d#k1jFK=agW%%iB(#676XP`Z1$K9cm9m(~3_cb3E2P`XSFExV-%QifO z1CUji6*A`h@1Qo!(`6*eQ&9+UP)n zf+OGQePvZC%FX+tPB~>c-qBNu{RC=UB2l}FwN|}L3JBUQEZsN|j5GZ%36lT<_OELIw z&z$+VBkx6MmDo2#Gg+bUj9!hba7F>@;kSp+ww{{VCz955zEU;jyA%C%j-}&Bj2e)Y z_*ac#baJ3qX2;vm4)pd|&ML<|e;A>1XlqP|OjR6>-b8E$*)8CsPd!}^{r=bP``u&s zAwKF}P^Y%sn+8g*+cF;LnY$B?JkqXEWC~atB}n#sU^*cU1&WPtG6%Dz9-^|Pn6Gke zT7mHOlD_br4?sg|<6`&d6zje#pqQoW2}c8}xtkecOk5iwyK`CK>GyS$oHhWK&Qm2Z zttGY#(B!S_ojJbEt$jjswKd_fVP8!WiThaoGx_BLlIBBb6ct;ku8R-(r}YXHV9983 zHnrSyRTY{Pkc|TW{+Um(kKq&X$Tc-Nu9G^3=@{+N;SA0p#9Y6&V`q_;rnMB&`pgSr*{S)<+;%?^HK%$O`}QK zJjyAaD3eh7`1CGTFzJnJJI;H^v0wH@j)ZR{Dnaa3)P7%*t47bQ&16V;tAE%AIB? z1j!Shskx}D%p$_uip&qq#1oJOj<(Gb_`44sEQ*$F2(MMJSnA7i`mILc9Vh^IUiR5j zti;h73HD*d=kb2e^c{KuVkq;-LuF)`7Ylxxrmw^+eJikkS=78#Xb=R{wR$i+m>|9D z#!IWL>oiMg`B2ZhjWaLHNvmYMzm{Q(R{ZmHktw8anK%jJa=2IDlk=W1pEpgO#fOA_ z+kLlmO6Z#sQtLbys;>gCr-Iz^NStY))#G?P(5M!o(VTW3eJM(~8`Qgzx*f`0J1j_*)dVSt{J6)&m5E z-^6t9^n^a1&>T65BCcq|BP#|cKFV!-WDBVIS9x@x#5U}EDG1n&kknlIKunE*N}p-v zlrl+kCeWMIhj#aD40&|$SMLq&I#8k4S*z1QR2%GuqZDFL`FZS*(2-Y7*(|vHv8XLd zda9ih^uO$QBxsIWx~nB~aD)T{X3gm*z7cb0kRW2!2&^uO39MzYM;~4bElY3=-o#viV zNd1`=7}6-A-npq!)mGA1yv(2>VET5_tEB;+?OwvJ(5$X_O_ z3dIfpl&ztbz{zwXK<+Iwa-Daewx-Q+fL^jBVVp3$t45ryO1FK|aohqlUkx)CEF`WO zOmEh(3Bwc@xMn)RrOxxvioQaEyAIeAU?%O%jvylEM_s1$rhSg#q9!(?U}o_H$D1QH zUIFhP3R?H&eJbLIMPU*^SFz3sUJF4mXNHg_bYh?t9$NRC=N?fM-y$o)n=|%FgBx99 z=@Mol46`=%zJ1S|1Y^KCJHn+$J6+XD;!Y96jc4o3710#y5at^_ySn&1rDT%U32)*1 zH6)mbSvffplqCL^kpF03g1UC~BS1^n)F)pcNUo3V|2{>J1)U6~@5Qa8h6C%!tc?%r z^P6=M4`|!zr_QQ*zJibj<%#wE=l;-ws#+yP6~f$I?|qn2=RJe{=B+Q`+CVTtpKpMq zAru#si_ZxAg09=A@zU#%2(2SPbQoI2^Z4SDi!%ZN6d+nya%;0q9M5)g23@<^zk#B4 zS#BrJWN0YFaxw#!s4W$Y;L{+Va3PK5@*$vuvJkvFdb5K?WSmYKUsNlR)7dVGHWov3 zlii~KPjJix`ZYcZ!=41{d2t*3H(GOKo>NZKXNrvh{wZcC%5~56rw=FfV`hvz{|fmY zO0{0`sTt`lPS&`J;bSBB#>wb71Pe{8E(ygn0J{8}*!U`Qyh?L%3cZ7}nSu`ZC*O`|9Bi#_Y&0nBJPZ?a8YPORdR zdeYGwhul+5>Qk4jBeFk;bm+wrlNpOTExv!v+Oe-3x#~`yMO+9|v=N*RtV>AVSenzz z|9S2j`-gkldo_`TH?qlM;p)@oC5lth8H_bD=11vL1SLY#LbkqS!;Ov9z+ZkhkfG+% zQnjCdwm6ri z&#@&vMnD4jP{m6U_pUh~MHzcdXWAO&4;76}zl{jvJjA*-LoF z`t-7i?$v$~QWmQwWxsf13kRqq!j^Lzca0m~68gcIdxyAh0j^bf!|760Ye65L_=;;% zM!27OB6~{?cvk>jqG)c%@N;k2Agb9@cp7!~nGGVJ=l7!>9(sf$%zy)vAG)s?hCmDQ3$6pAU>ihyF&4{~|#E>l#ec%1pDK zF{4dt<^_8U(>bP>v*?&VKOx5@6h1yfmhA$A3nP%byQzZ2zBj7Rg&S~oe{JgoZsx*$ z-WBs&MkTLr*>?hpjZJ{CiDg#y6y^?~Y^IE6MT+Ry><{50K?4U!Bt3P4qFB;kAZ2gd zVxsGjN;wNpa_Luy;xD|MS1}l=S-RMIQlO0Xt-&eF+fjyc=f^Y|><7niPs&b7? z6D_@Q`RH-PZ#IL6%VL!Irh$0!*2Y60x*adzVVulwrF$@l+CbPhnK*%8Ft|+6!WGrA z?rXmJ3(PPX7*TtU!!JJm;Jv2~y0w~ptu%SDpl^k1mu~;g$1S6Uq})f{v`s(?HSceH zMmING!U`kps9&+b`(`SU`m0!H zSZFtbwJGQ>AwhT7zIOj6B&xllx1OeQjkT;@tkN#EjUjW{=DyDLrDKrILY;<2Fx@w* zjd2CXqr@-6%9xoq(4s)32XZ=BT+tK&NejBc0#g}7fUJx>)tX&*=9I&LlKq67E|ar_ zUDyTT9BF&bAVd*=um!%3obOAcv-KX0Swr;A67tmDRf|=*({daA7hQIR8rE7jC@N7j zH*M_PyFLBOyWKpM;dR9u(|V>oju3)*{yYXui6tou)0=K8nsPUHO86W#`n0tKwbwIX zPt-mdkZcK>&@=mvONPKsF>usx3}lH^y`Y}))PU@D#<-StrK zgWx=-&3FR9g>0RVm9FdktV>PD9M31^BqR#_1(Du-<-&qre^md28|4E5to~Rit_@Ko z`Q1zpU09&*teP|C5~JVDeA&?@6a3_0%pw$*U<^ApW56sND;drSp>zNMCsU@SI%q4i zf2mTJ{{U1^nKfVl1%&}fVD}K3ys&@(04s!iOxdj_PtBE_&VnH@TLd+BH}wZdkw2?C zV-p(@-7~74g&SNZpMalt(bL5KSN9toWZbL7^g3j2Lf*%))|-PT04ayQXyK(iwrP`aUx0_4TSBU|0LIUI+JtP~-b!)k5x zm)Q=%mf&kpIWW(O{b--|a#s%0A?P;ImV$5#9<&z$0wF7*&ht0iB2}4J>F!GpJI`#2 z>C{Y)C&^)$BgfKD>$S(BV;dG`4_jK(U3k-{+@C4Z*W!%hcw9=JX)U=@;*Qb?nrp#x znGAV;+87H~&D#Oorjc zjB~6C@wfDVeEcRS*`K+UAh$Q8MA!K?Q@rFg8CM1uMeswIS1}1E@w(Bzy`yzi5Kwd; z=P6F%mk867RJB+_r2qgAcm6dPFf{*5djX<7s(4KVxH>bNR>*XOV0+C&8^?zY)#%F! zV9oZ(xP)^u*rx;%7gHkKo}1Tx?o8geom4ebsY;S772j$kIYqehFhKX<7=;*t-vGRgI*VD>&AFlhkL0008Krj!aw1bbL-`Okko z+f`fsvud;N!d;eCCUarjiFYF ztPg;j0`Zi926ab`T7YrM1oaEuZ3Kjuw6VjX>I0e!ym|-YerOc_SyY8u?!lWk9-b0w z%eGZ@X%GQec{VESm3=QXHUAt!i^uzqEw>{z8J6q9w!|*QiH6Oq<5}ME%%Cg237z1W zYoRa^R5o?&2f@effn>}3sTlW$xc&hUWvooxy!I6^qLaRr$G>st8qIR6Lp_X@wQ)d> zkQ0sn#U%?5@g&)5csHCrIfZ1-a`jU4`lTVt-leXU98ie~LJue?X*B?RM{IBFxyl~% zelr_KIpKd^R(4hvR+;N`#da52yOd{9B*@}`C*S&Ng|4yl=4FBnFPZajgziNoDCS!d z*+1g6%_A9#U5JTI)vMp=NHL5cE=*7Iy>0#+C5~U(96U9c(1=9b_T5X@0F=-$4%GU- z)aNyWa#x-%Bvgr(*0fU^>{uI@<&TdV!dypGIRBvGC!g8sakQJ;vSKrGyPQpcPwBkZyA3G$z4!8apNGoai(PV~$<7!G z_pMPV@ig3>cR zd(icZ54E#UM-E2{h%{|h%U`}9mPCuZYcKQ)z;(a_#!g2eLrCwq5yx>^?aEIQUT|=_ zO_QV&>N8^l|F8su9b&uI`ARE`hyNdyxd@LU(n;NhRQ_;jxfF3Rc;_et;M^mV6dn@+ z6+>$*z7(gGJP#axwyrbSqZ(@7bJH1o{kV#b{^_+;4Kv-CcYDmj92nVSHPADF>D!RL z41Komu*87)4}^RaGFj6e!#BeteF4%9^)W~=e*!bXVTsQ~d3Zn*Bq%8(Yg@BN0?gP- zAV4gH-hDjR*8;TCO9eno0Vkh8bE>DEBfRDW+9>@xMDgPE4gNmh{8o*?hEp97TwiqS zBVupBziA5DP9mDdZa%Sj_q;;RlP~j}$BUvh2qX}JzyWFGC@avDmhzeIHtGf&AZIx$;c9h~0fVn0OYu_tsCCPQ z(XK}{WwB^sEnr{)zbnIwA+Sh+%t~zSmHJbfLW%b~-C3$ufp7(K|`xcFFPLR)@ zC`!}n8$iB*Qbed-vTf8|!5-yJ%E>+wC$kx)C^y^P^qKz|%xBrQp5w=8d^!MLFS9h$ z1z0%_KFp-c0rSw6!Y>y zONJE%gPJYi!<6>C!x47dm zE@p&V9ksPT6A1~)V!@ReWJ}*s@K7AnkiYGzgQr6PW3uG}xUb={SQ8Z(>~XpgE+y)S zxge@|bBSc^9IjQ>ZJ5+6Tps>dO9S46a5)t!W6#(LH+YUJd$keyQ^(*VK%OhEcyH0b zSb)dsUli(~E7?XW>sF}p2iau>2wJ)Erw*pdl_;6%z<&cUN3B*DNV$H1Fhdk_nYl|c zI6*df0#nD$;5@b=u}k$e<2+OY69gcl3o@X^%Q3hPeQuD-n=)p*slTNwX;Qvb=SDToU6Tp8P;;84y~&=kUe1A;REur&x@_^#G^OX` zi8{TA%ScANu3tQUsEPAG(U?N~5_LT$(D2{*ik@(B!3l~3XX?@=Q-8KSUCT5VdVeZx z=)F8kd|8&W>=-SO9q!LL3*F|VC&wp?ls|!ufwoOpzg!Fj2_#~b3rN@*=DqqX^Nm#< zV%va5gI#umJwvU5ma!OYjh?QJ$ye{jDG6;2SV{E=z@Rq>CI3!K!mX1Vu*WzNNH&|n zK7~5d8p@$yRbffoT%+tOks2I{9QWx{F9w(;HlPjCCE^Fof)BX&pD`nVI*LXfD~$h* zM_G+=TkFcayEH)75T{BMkop>)zRAu9kLNeKkN~}Fb;>kxhlvt)$lX{Zfbfa>9~HTZoe zVUEb?1Zpz1xzX0{1%W>;&oD~dr~!zKv>)=$x4_ADuXL7wq(_a-tK%=QF983IWU;}! zUY<8X4Ti(Vm>ostZAF{QVogEPa$G**q3Qx~T zuAE=1vS@tzVE92zsJyKBe%G=`L6d0QWNAg?-M@(vz=T$F=QV{G?dcZe=^t`PCe-cZ z0}3n&=a%*}&A^4TzOQsvanv&vRz(8m%Z3Nl#YE}FGo~TC22XFxk*&8_x&3{aDOwTm z(%F@YR3n@f>lk*ZBI{?EI9u@Zg7J{(_PpDI;qHj8Nsztt%k4eb(@9hnunt) z?AK=DM_P!!thJj?0JC^hUO|ti8tnmf-c&JZMvQufp-3ovIhNnSf5u>ANMVf-&|YYs zh9t%h#zvEaGp#>uCZO?@d{2O+;WBS^T8vwyJ7b{^Gyd6Rh&6Q?jP4@`(0B+&Cx1`N ze}OD|xeu?dn(N+VY?|H~+4{^${`7%9qhkglfEKz7+UL(B0|RHAO_nsCz82xCysNq2 zy+(haI>;!(aHL~ko}0?B6uHHyL-~W5W-$F{!&#)|8=0>H+xN>b^37Eb9v9h1Erg+0 z%3q`V;3r8PHgfZkEC8Up=A`dCx=hSu83Z!{!hEA%ARYf9o7D!pM~aC=1(V9mEZMcI z+4dv6#>NICBu~pjRu{JPM7)9B2ysk9!1{Elql-KRK41Fp_jgL_WCeQ(fgb{RP~H%z}8-&a?#MvZqNXMY9$4TsGQX6R|- z04m$ecgVa(YR*g=WF%N;*jB}6`*6T>w=WTd%1`=2Olapz=)ow}T8eLUB`QAi9ft2F zCQ$T|(`HQ{_&1%WuouKF5dHI!!B)KBHFpBf4z3a0f&X04*YD(ORnO0{ zf$phYR=&AAi{;EiQWfkK6uu*2NYSlz7uv~70Zov;b(~Dy^;Oq1WQ;SB7_Nv8=lCO&KaX(`0BN#(GQ-aYeK^AZouI|Fk9>9P0GS4Fbu z4bF$PH1X!`e%#FQz-ldo{mQc0RcTIHoOv(7i~U*~n)}7nk(v{tqyt9#C-&ZE-rXw} z#A}z^O)o-V3gu^7GRK5y8;DalXDk9~DyFsijppDbmx9VMAJ*N~SZlc4@H8LotNs5l zA=J+&XWif?NyOZHIAY}+)~i!7*Y>ufkkk{3jkP`?fo1@wNT@)>pHVrDvri~crY5xZ z(C~eSGP6b~7V)HEogH>Vu=|2_RGb+|PDdvp0eY8Rl!Ghs7S`ujP=mk!fSy zK%VhL?Wzc4`&_3c#p{Ye-at;YuKePn`-PMyi!}?81){V&%WxQK9+mmnxVl{)5r*|P z3XN7c+bm3;Hm=JpzbC+VNcIQjrizlOO#mj~O)0Jo3@C92Z(>cgU!VX000000005-l zCA~P|6cL6@c7o#COOZgkfy3kRoAG7h73FG;C?-p~rkCMoFI3a+uC zx|78tO^pOomo{#3Lr6-$X-Arb(P8f81c57Z>8tv2B(BX}QJXMy7zM0D&NPJ(} zqowrwdJMo6zyJ)vgA)^z-0r3EAMp=3m=ptlv}m~v z%w!_6`{+J)or$G7oY8!9mqRFjeC4|bgiUU`oOl;K=0{l&!NX2Tq&~jaf4w5nG!vYm z;CDPCgg#7zWI6|L1M&{CZLdJ%lDu^ zK=t&`RW)lO!DppI&o+vY*Pj96ut2u1sQQBZ^dhAoH0LABR`$MNHaWP5J=Blh$M_a;z_p#Rg_*w&xihPlP;Em3 z?4_WQSQSbE9f&+avn@L{(JLhGa-f|gBXEPy4nY@Jk7DoAIM_A8z}yMEgH6-6ndI($ z)la$s6gFyaLiL2zO1YSakSS&`2xG&nUaonV4k;>&#ioi9T|~Y?KKqP>gk$%1C&Kz z@OaHkLScc4jPSa7?YDrnGtY$u5WD}MbY$BPQ;N7s$2wqg&oqJ=$TL;UG*r#O>09x@ zpOv+^VBT8zR=Jk8{p`W;JS`a8N^i*;c$qUA8!7nDv`;>E64%~&WB$r<4wmL?+nCo6rph82K?J5e6mL4XYiw1X?TP2TPN_4TX#XEf zE%7ir*-GdB@DGEYPK45ri^8N?VRH|3R2w9EQ$MWSj{4%SBQy+ zCkGLoiBz&X`ah!9Pz3Qi-l|jMqNCl&5BiqYz5%W{lF6wutHWl}a7ah)={>N>Q<>>A z@R2(Q?h3?xj~p}3F7dem6N<>3;|bE=aEoCSZUWR2AA}X;QSH(Uf{Ouc)Y`=hO&B1q zoddb%&dJoE$O4tGD(X(xwl$s&%+Dr}Pvz&`dis!dotwO}>oep3jn5+w=t%jQNRJ7lK8%2OmNJHrJRJ!XiD*Hj~ zLlEsc(yTM^i`zD$CyJQ3A~@3Z?X2El85rKNw<92oc86bnetdyf{~;s9UIMGsKILnt zzuvx5n;@J2Hzj5zpd=V_Cg9uOUkzURPbTQ6Q z!g2hw-$dT?2RSI~*I?b(X1E{ZrA>+7pepAnT!EwtwpeO|XdpAv9A+*$acSK^ z*#oPi&wW1=*ATiWqW^E4Gmt(cb0phW+y9i8e8s2L{lDavmegyIFW|-miDeY`)KA+> zZ#eZ>?JdN_q=S(iO5sogjME=oFd9(j+6;R){za^D8rBn5Q_0XtAkmM$Hg%`tROd*< zOwzapii2tyJlWpm0_oi^M^^&StGStXze!iH=GckqFEHhe3gCZW?Z1K9l;Jx=PWS?9 zIJ(E{tVUt<_yNetX`;ifIS7ZEqdEWzmc!c&5CHCQ4b!=2v^a+*J%S($p~}V?r+)}w zW-6612yemD){)w3bh0_0Qgu%(w+2(?pz$YV25^IzGQXv@kRp6?$tYTKj(CR`!R(6u zU{{)!BFiMsO{kK7xS&Yw;*^Q6V^}m+*LtSUE1K2Y1zWTfO`5t%S7lxee$4px*0+LFI=s9VQdiOolWx zUG)~7r)LU+FD!XYba0nlnQ_r4NlE;qb4ev{ZU_Op39G9 zV$u=+5JS2Bt|+?RFQ+DE==OfM=&GaArg&T#y%@cp#pr57Px2FLw_iNCgRXqQoR+wv zO1srTLb*yiQ{F?esVv$(hyDL^<4~}*XQ19`4n;)UN!^Qf5%xfUAF0GiA&9zz2Zg%& zh^{a0S4b0%;thngBtt-|6%tfe(tytomgd?w{n#PgQ?~--orpJf=-=0mA<^nF+Go{^ z(=6eYx-9UMOU}Dr1>y)(S{&SE40J1hjfG-svXmAE{J|5j%X`Oxq;HQ`8MbYbX##i@ zrYzdgQl(?m5wJdqk%kwxaV6iH<_)8gc;{awvC<<~pHRUs)6~O7D%|Z=Id3$F9_WS# z4OTE%+f#gA{MEu!CGWh|lr9qbgOVC&oMhb|k1iu1ZTcI0M}!-T*p|ztZVGl@%5mor zlMJTnnA5PH{6ANZ(JW1_kmj&}yAkm!ygVh1XZ&v80?to3V}nWaS*p@oh!?dh&OTc- zmJ-G`Y=d`Ay*y!b$-+xkOa^oLpfv(-aD77zRP`c*h7Bhyg>$Q}(9{mxIpvszX{&}! z_?>y9*_R2uf2*e$5OuS4_bF$I2H~6f5J;PUcIr4KW>#~Q7Yd#Rx#RV%rncdfuU-WWO}Q-N^$!TE5zDWCK;;c3#u12-M&RCVDS51K z8(qNsSg}09)IX;!H5c}B8nte3TN?-Hfq`5c3Br^y1g6~dAfvp_BtfjZv+JbkNPndg zaVam)wLxl0bhiT25vodY8xlW|b}R?s5OJ#P7J*84JmqjM%Bq>^?iHo#hUhGbf*!d1S)uw>uY_X27~&82n&vA-WZYV z1%bTWcWP&G`BjL8l#a6iZ$Oa04j4zCOP4`oV|L0`+YWENR_{e?$)Da5y2Y@ZsATMA z`+^Icv}dCG_;JSMVd+J(*&v-=QyBd^<@4 z_3zG>`37_rSvHcxTa+Z!MAr-1#m6e2yV4I3XY%2kmzY}y2U+iR3E;_}vUY7Sig~px z-W@c!!JK*+;@*=qp*Ea4Nv=4M4NSr_VH!tW*5VGRLg0v;QX0zi3xlPcKM0LOlU zwv6_3)zgkq8^L#JaZ_neW^A>UH{l+u{S649pb8c7N##=Cfq+zVyClLgQM>+gLJMuU z7O9z=2#l%_i?-q@0ONJ{xY~#y^|#2+dqpweKjQXU>4)h znYh`4XjjS(W&Qh{Ii8STBPq8RK{<9k+xgxOVbaDPKlHg_8-fnzF#GElYdjMx$ht%8pDEH}*NFwJot9?tL6S(#lCQa>Cz%;HL*+j!h zK~d5?NjErh@5D9RTwcGFCrKL2*NC-K5(L;b=!Bu}d>7g0o{^kBXt&>pTs^>WvI>PB zE?X$8?XxP8vah+}uJ_**Hu~uPU5382JCUDm+xJI8ZA+H}LL}T4qGa+goxw7*FTy*C z3xB^)BKVR1c0u2Nii!~-d8tFHwg|;}wg2q*RKf zJ^k=3k#>oLRBow1RL)W$-9LZs7y|$R00000000Mj#7bl+_g_g{nxEG{>WU>kDRk+L z{s9O06(o(l6?Z4@hhp9AXjxzi?6>1o`t@ zhcZP~s1QR8xBP>M!`!0plmu9~1Z`x|u@`X`7;xov=rwWt1*%^K`7g}fpEZIKb3pZT$w8)Ds21DAu# zu0|HlYsi%_*0#X%${j*jrFo@KCPFay8o4(g0#$=sDa_jk1mb81dr z%Bdf<8saaX&V+&K6bVE0>f~T_O-o7zbfJXSPxbd<_npIil?yDNrM9|)8}J$9{r7EfQkh~R)|j=^c^dtxtLOmi^a+P(F{}~{j#2{9xgc$ zNKKpwL~7;o+>NEHWSmnTWdA)j=i6$Vk6Ce}e=0^!*||%hvtb`~I%D<*|D~U*iZCfPJ3=Q(bsSlRy;!02J98v)YH4#7x)L`|#f1c-pq#lp6J=2g z`@qX1zm-$?)eE37JOBUyhKLhPVV?k@4emu^K@E{!-2eaxIG?sHg-faKGDD5OuN$VI z!S|I9{wY^jrw?#YIKY=4z@}RK5(_&OX-Q#L?~miA`Nl{)OIf<8|MX-3UOy*zQ%W!X z&Ca7o`-#spdZ?|AadF-wL;e>3eVQh>!SOes*a}0{ngE+2v#)nu6WYOcO`TejLWjn| z0iih%C_U1}9*D2^2|NUH?DQ@H$w~V&&)W`pD|sPWPvYvVY~C~t>~62RJH4+<(LTO& zj{}_L61&YUOPb8PI>Zfv29-D!&NQp0mOQ-(EQk5~FQ9u^3BYiqcX?Q5;bfVafAYm3 zvF0{oK5MoA=G_&2F&l1RAK#zNcVs3fy>JiyKg<7vMxy9MV0q(NJ?JRMtL>7mZ%g{{ z8KKv@POwt+BX5Own>!z&@0yW-I?rX6u*Xwo!$leC!!KNIJ?laD(C?cO#d$p3=a;Y< z?gCUHrJ)4xxqFt0{2*P9zzLTp1%i@T|G{?SG#1jIKP$5h>M}&N2iUZ@RYA|OL+1%k zTV3y2#dO$XC*7c3q#hD6Z`LJ$DO?#7_!OV-qiaZzk4EHEX2H@`;~NKYvY@2o;^Hb* zel300$QJD7#TzxY(8$yOS0x7?2~K;)Dj4_Bv3@}%Ouj>dUD=9UJ)!^J`w9p#Pdxm7 zClWm6>c5b@wtdn7>ML6Cm6DeQ{osGMl9zEfUMt5SDpm6l<7MM0DUJ#~XL#k8!AZrJ z0jj;90!>X^JAlS2FD|2Zo3uIYq4+Qkv90=IRzmq*%SAuj&g@+{B*$sT;l38wV}m$| zL+p#l1&dxgNaYY7q;BzZ{lHCi)MM_Cwid+)VK0U~<16uMbC6!t=vUsPT8MmYh|NSm^ z<73go!Eqg#&LMA8^X zGZOk~X?{(rve@!Yb)3b;MaMfeMba=q=T~>47aREf#!LC_@j&+MFFbUXEOa!dfdp>m z0lq4r$j5ITz|quPm84hzL>Vrk?g^Oiy9@U?zgDfwA?t_AMOLCublfL8`N^S~OhnCY z-`;96Zcnpb=i~p>irvhiM!m=m5&KakaC87<$r6yo_P?(Y0G=6+x}pWSkw1=31KZA` zkV#6|4TRGIyp9nqBVhzxy!OI@L}a1^*i4gbDIyb-bpbcKKlfo+toye;9NLVk|2G;% z#dtQRrd#1T8O2+C?Uz+*So&t8a4~ELxn%Dx7B2y?$^!3o}2Qz;mQ1CoUUgs8HJ$+#^+Fx;^iQht6reYO~_Vn&)5JH6cc* zKc$!DTn6C7!>U|Z9?4gBN(%U}Ls9&7JrZoe;f25(T0W_v*u0tqzwtNYbCh>EH=*qR zB|r0et$OnZOG8^Z6KRARJ$9WXE|5;Sbl6z>OIUhyse*}Kx(4Ihl zor2ghlHuBJs%$@5aa!m2)9?pxzUpu@4PL3uyIjpwD^)YlrF2NIp1D~T zUAw-Er~iz@FmmKbo+!`eTT|biLXQVq<`2Y%qESP2G!=wo2Y5=7Gr`JX{aj!`;wh;-1#HB0jchi#7PHH7{h<>2b6Fd6oA_5efE!P|tMqMEm^F5a#{hX1% zs5C|-(0;{JbKBVWlpdtp+r@9W1;)E8HJ5W5KQnwTYm=h1a{tw}4AM$Ejd@Ilc+;F- z^FKq950$J-B%RutA*)ZNKEe2Z=F7f{EMHpwy7(6O@_s;;nw5c9vHA*&Z%|1z6&@77 z>64pTX)fTs4mh!Q(nn;~OS7>Q5|qc#2#s3)&mguCU;Q;l&^->$OoH_l#q~)9rc&XQ zOzV(o_Wvpgr(+7IaX$qt=`uWR$DoixAnWo zO9&0ts>E^o`^Y7F{0? zmLzqi=!#>tA4`<5t(Pi^zNB8K9+?CjC?M2WXZ^|M{tP?Qxtd&Xya*i)7yrvX@i!qz z@;MaWrPu&TJnh_{j;W2hCZQ0)leD5g#vE0t?e?Q&c|>u;I8y0^a`<5bUOqcJ*J@*+R?ul^Q@$+8vtTy0l?|~&m#v++$uis!yFe1I0k_|Y+RSwh0Bz^ zY(KPeXZk9^_;h-k`cCl-68aI3k%&3NYd)`}FI5KCOYeXN@&6wfc+4fckG>S~s2Vcc zBro0>)9H8f3(q5SHU3W4;MIOzuN=G4#+*l68)a%lTNh*#@ST4vQD90_WQrKS78}sp zZ0(em5GgVC)sS^WBAfLPS7Or&HrPBJB0DyWsgk4^&uTJd9n)<-eW}7M19Wnp1_Hf4 z6wlr_a~t`|BO{A8W_8Zfo^L=1!5|jDp8?RRnmp}$m`ZM(Rs6WA4GT8Q_GS|eMM6HU zswbHrtpN7aJ{$8_yXugI1;{Ej4B;?adu4gua2Lyo#W(rBcwMqNmJ%Nxxc3mf++fnV z1VE%B(p6OoXKT3obU|Yh*Z*v9+AIbyswc6S^X(K83KubE88kAyuhm;$1%RQzs0F@3 z>5K-tvSZ$995kN`@tgvJGo-Isb;~$m#P`N5Fi81-IA~7__y7bIMhJkJS*=RR!ZS>P`juwR<|+7Ag`T4eGK(VY z5;tgLII*I>Kn+D27u|LGx*aq@6svd3K}s^wD@IN9PsGsn9~gi8`%{B#1(bjTh)Rf8-&{Di@4;N{$Z{c%TEpZbcFL5xBnEn)}@cB}T z%vHxv9N^=%18vw)59iXdLGg-KvW3XVtcNc(5U3a~Aa&?xP4=&@)BQFZU7C!?%qf9767@Mqng*xmV64{ZTmgcgF z!gtS<8xEGPGML{?LTdU&%m5x!sAb=QN_$QhUw0GI^bBrBzhl&v#Jo#0x0);VXB;C# zjgp~{gF=<^?}!q=JE<%2 z`CU^ITYJ7bbGd3-4GZ>vzyd4o7!+m7VblH^)^f6nm;Onr*ZkERP1*`(1U+{v&*!=E zh;#lrfrpiMlZp-Do_$*P7*`GO=d}bjxwhN{$Lj^jO`A8B`YE=3npqJ~2XAjb-B86? zpDDOTu+uu~7r^-J%Ig`^>aTnM_iMN-9pHBBVWQ7{_A0gY(+^9&Og#y3 z1mRykpKdWw(ZSc^?zJThM|YCcWn^fPXaK>cLaLvEe0t?gRE3{&Vb2R}o1(+c$uA7d ztS(8u?6t~C0T>@56bjY;YSz^9Qz@5hVNy5YhNlgHlsF`|*!*8@s?L}PC;X9;v8(7~ zwBr>fTiQqDQv2JNE~xm4zJMR>b@g_Ljbo53h5@X|P~R;I+=;dbW4-rVJ-~?klZ%sS z<)VIX?)!f_c=8ugwxcmWY?Y%}y=E(yLAMQavy844u`T^5HpDgpD>aZKY&cPQ9RidrKC~Yzd zqhWbK02ZNvr}|si4Ht&Sn2zrhZ`oDz&z?nmO6XI_=P9AqKS%3K8lqTGU1t%_>KStf6 zVCXL56Z^BQ&7ZIbQ31s1H|CQHYE2dh3xQPZ&j0-v--#_dYIxcRI;N4^Kjn}mGm`oM zCae8*8GwX02x+CCNIR-G;v%UCOC=LDvee`3v7i5fA#{A(gl51Dq9!=IR+WXw5RMsyW${u%fQ}#VwVVV=LAF25Sg@rrinJslXeK08otv z?XWhw2M3(1Y*dz`Lit^NJ!YW?_GcKGM*UtPk}d-c<Qn8>=I$D# z;szANiEk~MIHPLpeFbRG1uhU3JaQOkl=c6h;et5T6*#(eRr2M=7W8`?R;MtW+akmH zSOwMTX#S+ghc7{XH3+)KhVDmdKUuRgD+{GPL4=^tbRmOB9vAWoPEz^0G zm zFZ74UyFCzb@1uuFTo_p7Rg4ZFE;VPPMS@8B-MjH99Vk$bKZ?pZN&Ks+b3HjkVp`*u zXv}Ei31{QtT0Aq^AHogQ!(-T9UW+5uz)dNL5#P?Pg`OlABrugGp|YMDs>-Jj=OBD7 zxoN@Ak;Fh4-9xxZXuI+%8KgP37~ipfsJ7NW@@9<3U9}6wTRD}2Q-Q3@?S8S?*#C-f zW(UIt;V{{Yjsu*WGhQ&;yfQb!{x&kgVPH#2nX6$Ye}px{JGp;gheSnCD+4LUSjIr0 z7pR(mAW&SnZ)tilG9sWsG^%-Q4$O|u7u}JHCv@rPt!`CYMfsCmxbh5$UbHx(7(>R$ zun@~H@)}O8TQ%NJ@l-NR*8uZkOJF-ur^2Pelo2MsZ(tOq$EKGJay1Qp68=_SHB(cx zt^Cs`HN-cT@xr4FIWF0{5UDrr9q;=>FtV3Tg$-w!VvK}5lOA6qyyJUfv>w2!55-5t zmcuel&tXvnYW(TA1(?`|?qd?{#9TKR+j6czVrw1RlZt_-G_3ovI8};^XNb`juIm(* zt8dU3pSnIxrVSfiH@<5j?g76o_$hiLpy&WY)S`3;<{IV!UAv9s2UcbQ&DnUdn?6sH z=))ayhu0SoRK8htv~5tlgyq{AerZ;GbMEwFR3BYC2GP#fqXnlDKrp>u5BvX8t>xH6 zSOb24a7*+!&(NKGnzU+3q0qd=s9>G!4z;>yzUG@XDu38qVku6l3R+0H5HIhQEf-k{ z%GWb@BEKV%SOZj!5+0|C8`Iyo1Y1YRS|)n0OwwtQFP@%|S5`zit{@$!+jL$W$(cx% z6UjE$k0lo4>BuoIkP@YVB?FUB@=)4@ES>xT8@GcD#PcmpHAhov!U^@Hd87* zA^fooNQ!b6+FKu7tx}(m1jihLo2HcL^?MF;4Cf4c2s;!1^VS3LIDe5`n}z&nZrvy9 zA4wkv+%RWjH`|)yqiJ;r+mVhMrOyrC*`tJL&VF=0$bY;w$gtssH$ONK-?wjLeJ<7S zAZNmixR2d4Gr*hXT<7jTnFenhVA=gb5&e}={zQBgf|H$N&?ip+dfE3G(17-|itS56488A)N118n20g@_CgTR{wzI z-T_rpKxW@=hwY-#e=?086limIIl*Hg*X47~SVd3t-#n#xO+FayKaw@=a{3wxx1wdJ zQ+r-teDcPm8rOT^Nug!at|-)WJ1L1%CFLgew{R(6 zN{q9h#1jz)A}LqUYbI#(wdTIgAe~!(gd2Gi7?7kE6~1>Seqy zh~s0*4_#3jkYnk^_frM`mhf*?zX31Z`eP^q$aQsaxeN_(sOlJgRUxJ;GkGAA=PsUM zFGRe(O5XG72as{fYK(VNjPtSiah&G72bJmXb;obKdL9geGJ*?9ZWs7i-S*&aiq6sbOc zGdQH{ydd@560amx02UQ#zW0}sSVVrV9O-#wD2{r1oq}Qf9DaH!`S>9?-p!%gIOD~L z86(gg15Jcdk{8_FxXNfAx(pTAWRc~R5%0+a?u>Lfz)u?J6VCr zqHWzEAP{9&%W`g5ZvEgvizig@XJ7I8BJKSR)3qH;h`qV1K>aD71-aTha4tO#y-#j5 z!F90{l1>KI9o@6*ARM02{C@n1=ujVguiq^W>l~6q*4)NcxdE_wpIl{zQ%|2L2(8@T zCZu?FWB!%RMI)5FN2kmGURR32Mw1g~&8H&bh^N|g&V8-c$xZ;#`K- zQ3D(PWl9PV9q^sPmPrIFW{2OLYnk;fxt$rTiSgMBZWj|6FXkjrQ!~neqZ%v2s)kF{R;)ab73mgS0v3^MLg!L1 zpCt?3ozQSF7Pve|BzAf#-@3QiQc~ZAQygt~sJ_c-^;!9t77au7{!y2Ii9xAAuwgeu ztTf9(M_2qDm!UjodrY2cdFeVH4U~f7hLo)gU9EWvK^gT5@0jv|p9r$aO|*=s=I>D< zkt#m1O*Wt8IlgLYGWEO70;&#E)5zYO%Vyi7S451rH`hpHalX={a&;m-E=G!n(1|2JOV=47f#Z{ACy+-uphwG#a+QWn z&==+Ao;tf6D3OcgP-@k$T(|_2V-3-rh7Em&H>>!}oWZsP=EZpBAu1PucYm2u&w-mm zCk-TrpL&)`QLQk;9qw}?69c76u~2cQQKT4>wMLM3%GKkyJaK4abgzugWG_B@1O*I| z41;&&)AL&J7#4=Yu&@-`{Nqh1?J0a0vQ#ZQomT^I&GE2Bm0Z<(XAex}^MK=pZ5SBk zJC?h_dTMFLO>vT~U3(C^fu9Jn!fFWAu_nsmD2~zy@K(yOhUl$7FSicvNse&6(@a8y zc}AtEXM`p+G_`q#8dOqBFYQhVb5?t^XRe`OM%7l@yB&JJQM1bnWXY#-mUq?yvw1Qs z${$P>P2(gx5=y>9TQd6xj;7`bDu;G67Zc#C=eTx}K*Efu7Fp@w9oRMQDgxYPksOq; z!wzPrne=`{*p?!#b4{3hi?mmZ8dMxm(O;K%d1AIddE_T852wg=z(1XX`eP!zUMVR5 zh1;@p?oxgqMV<)8q#%B2@1j>hT;p7}M);u*TUf16ng3qRVSoq?DG;8+#7Ecl{Sasi zF@mjz2fkMB6mC|pHV+qZ$@`iNKM32C=6Wi}8tML{At62o|XAh3k>; zND^dH*zi)$>Ot^;8fO3OiwnE60SjRtBBn#K8493xQA-EO4p5Tdna@cRy)_kaH8QDD z^F3pKu$f}&GbJbiYyZ+CISTQC?H^DWi+rtdw=l5CUuX`()~LRd{Dln{d&ED9Vg@I! zj+YL};~+=P%zgQf>)nQBLEV6O`ky+nntp>rRAmgkK31hn!(C-u6+K=Vqal_g3L7M^Q}E9|s+~~i1mMCI z!g8LrZMrq`br>k()?p6ZiS(VM#SA(#)sB8Hg_QfS<60g^bxrRI-qwbusLohJ?T!C2 z?c(fBPdTZvpF{2GNlH|Uy1MZ!;%F#P2_4{gDUZ=XT+kdTlll3#fsYnEpSN&jVZDBG zZ2ByM{A+z&PU1XPyvv!heNo9pCD$ruWcvUR*!V)u#wWWBY+YJVUb{loacOEVP^r2H zR$93EDo?oBP=&|J*-B)RZ_yI-Jf!;^&Dgz4vl(&V)wLdWyQ92hfPU_5 zlH@3Em>I@X3f2Qa!GRmrjX>|mE;A-(zBFNpCD%bumT}s|bowupJTjv6Sk@INR}g03 zAur!gi41H?wtL>q&>G&px<>Bi%Vt9w2$d5^rPk5aEMn+kV}JLzhAqcNZJ^E*$#@z^ z^LD5$t2!L3oGcWidvvuIkXM)b(Rrgn$P}Ea15ERJeU2wt1QD$X6Q%IiaKf_&OnU+5 zgqhS;!yDL|vK$iFfK;F3t}Agt_9+ikai{4&#~AMHpfZi#S4EFP>*A4UoxuTwiAB86 z1H18Qsejv~D>A7e({ze-CymPT2wpSG>!SqRK?L@0sWiHBV&fn_WE7 z@bK=R(XK^2AGsxE81?t$2k$hkIqWO%zQc;cZc46ZD?8#zD{ttlw5b3pCl8DN>DXzA z;erNT?Ss(FEq71eOf7*g-w|kFU6yeO%9k-0w_mAzr{>BxgnfP;f8&%E@FR}?wYE;0GF?P%n)DCRHAaE-|_0FX(ZLH7j4PWZ&y@vC(X-;;9 zmSJn)lTq5ziWGziU$9^R5rL2y+p##HvEuKSGI6xtA1Nr9wZM)v69A5pR^eYo6uQ^L zL@LZh01Oe=c)iUFXginB4ke2;0g-OH>Q$~zyb(q{Tm@%5qemw*T1NcEa~V0-&vS!P20;Nv`_m0CBq`}>p=>s*rl z6ph8G9A58+DXD=sq97}M_|g!wVj=K6824K}C5-`oeSv(ul1)H(`x$4YRhG=1G}K==TT^GS9yA9WPWM{avu73_=8>YIm~rZ;^k z+1iMj3^dDit`2EPTf>*`)P%rlKc%xJ*LE*_XalL2#bwQ=67lKZR>b#$?}d}f6?N#p zGu<@L(}4AE&tmjbqy&19)*`VcGJm-lBGnK}@U#_6_dUVCw(@Rqj@|2}MRww%o-i#B zRWI_?o7#v?yRC0@oDFyVRd;C_aj>8nIpnu?+Y zm4K>%pa1|!R_AeL*ZF=zenT^Zm8Sa)DJ!tsyI@DTk1q#{8l^yEZA#&Y5e*CMQ#=D#gg16i}N&%@=zl0dqRC|M)E-m|AVb|UI+yn&~)@q!6yfZ8%$ z>HHx{n3G^uhnh2mh^5cun@kdk{pis}Pfax-)pzq3h9}L7mg4Gt+Wf(J#P@6ZS{lw;Tu2 z_?Ei_U2n;hYInvolR`N4!TJEzundy%TDVUB;Qki5GlqTO{DM~g!K2PZ`9@nF zw`sO6NLSkgPo#@jGN5}nOB@lL{Z5IyD$Gv?x8xrbTLzlhJVWV}gfg*4_HR)8#Z`&#>@L@q}9Z495{P>nEIh2X2H*kNfks zoz3a^=LTn#s9U$PNZ)|=ayu1aWBbx|L9daGC3wHD*t-<9$9IHYpOR1l+}y$_QU_%X zj-y~Tr!ZTZagm$GR~T@}L8z^8k%L2-sJPFxjUL#`4wf!HmjE`>_PE?)jWln-raY`? z_#5`7k3muoeLp@6()VArijz*w`e_1gbS!`4B@Spex5sh0x0!bP^X_2y*eM03Q8}v` z-SJK`Oj&d4p6%2fBmN*m$Z`N)#}1rrXm_fC z8*F1BQCq_g7-9{TEnRc6%?w(ZH%tn~EmD67T^uyz%}AmzF9L9Hp^>B{#5vPenJv(s zc0;bBzrFLLG_cuM0xEyowa4UM5Zz2!9N9$gz&B?Lj#oWx{!ISqH%$_E zV!_x&((bg>?%WY8)IbhQit$_IE(xu1L@|*7lRID~WcQwL4!s*pVX2HEFox#CY$=RV zNOSbs$;p}b*B%%D+w#P^!Mwt+pCw5)`q~elkHHOeor>kw1IE#86$b-f59eVrVHkN zTN9#FB`ueoih=__;FM+`dNyP6)7DUP6|{q_arwz)o%{{C^MAOd!wl&7&)0!=H?l9M zW3u!gr{^hVvL5pNZy#KQ+{v2TJ6!O4Xpswlv9GW!^>9eqHSysp>B5bl^C)2oSc7g0eqhB*Op`6HE}(h?7O&f8C>27-pw5^z?ZQ#uXjSs7 zRph_9veajmf**(UI-vK|LB{Bu2&2TwMHoD3?AJu~s<7ss#DEi%xo`wko_Gwh5Uc;Ko|Jg@rNe3zSc+N0#QV|^sWndX z4d(k9(LM3Q;HlT^u+D0ZL~!-&<*T@Yqc>!iBs|t<5WwIR-J_5eFrFV5t;huAR~{u5{HSvX^`}jX6Y> zRHg~VP`o|H_D3CA4pmG*{B^&F7;^ot^#{nr-N|;WT@?(tjUjl!th;a3pTg_$le6+m zWH>MJNi&+&*(iJ|F-1QkYj~phIGaE0r)5GCH*t;X?7)u&p4$^yF#T^oTfN?H;r-g2 z_{>I65MpPPjx9fP+@b{VCA?2uh_J-M0rsg$RE<@bGcTdcliLq|rahf@pcX3Es-1bE zXuaKga}(-+q&`Bv!s7zCK@rlF8GH$q47f8CfR-cS^%=1hr#+^#_8HYa{FQdSGM2HP zfJF-4oHG?X1>>);RMoPgQ%`NG?JqLjU|(2>1Wsp9>L9TP64G>w4Xp%=45cQ|fv{1QD&@Bh7M zOXv*{LRmP^v5Fj!8}U5q06rxf{GO;N&OcK?7MA234gvw{R*iVC_lDBKezL*AIamDd zYzc2m2#=W}vPP)VkTkOT|78T7IRB9Bf=C!pKobhr`T>z|5dq(;uv7Ie&rc6r5@f~I3bcThp}3|tC=DfSJloTp z;Nq%93T;Rp?(i#3#t%z3*S>Qii&b_3jqPis$xQ)Ew+yOT1+pZfG5`#OlszZ1BNf1d z60R5AU_ZaWKmt{!+&@)5j0YI@VJcgkNgF-KVACyZTtM?vLBIs30sS zYVd;1SNbS6t`f|N9;``_`#nHsnI6%cO{UmJI$}+A&N`ust=!)<8}%A-sAdWeZTr#d z9B8i%lFtF6TAWc`jsGnt(6IxZ1f01M2t$`|rV4q1qq|wj??mQg) z4IFe&D`SU=cKm~S@}(#l2m&!;^uBK|*id+D`4Q}OY7f66cV?s(yjOIAJaYT!=!X|H zmYu|e)yPk4*D*FlpvXX+$$kPWJ=xPrK-+Gu7{C`TJO@4Bc&P^4Lf;0$~tsP4d!qcFZ)fZq4s*!8ab%SvN zm!6DD$&Qe~tAZYp^bmv?8fVy8kMh`#(#8M>p=H+g_9|Ue@IQDW%=`;)JQx;S1-`3j zbK+7&$eOscy7RiaAvgTEg(I-)2>+X+Yhsj<`A%bR9d!lL4BXiB&WjC>`pF`2z&Y8D z#&_HPa@1$Zy>_gwLo{1`2F9bJu|dh{M1DRH^mt*lvUa_qo&jscaLbTRtg^+9fn1j0 ztPELrLwFt?!mvpBTbB5=$Fq}-FJ;=VC;yLX9%j}Ydu6x1y6kkKXSgFM6SGCHaBMfz zkZ!ubuMa}46OOlKZzfE{3Gtv>&t(zF9E)W}L(6EEGA?+4okdWEWi|#Rt=Re5Lr4xe zb0RQ+5TvOXaeIi6!Gaf1+c5Bc$Ej@I&MkJx;^4-iD7Y5OKI%80+jr@fFn^(m3xp_g zz?k1SWP7)9VJ|69Lzm<4#tCc+c47*b8be+)^S~3G;AN_`FvfVNVPG?0^F#zpxbWzl z8g7$efuNNj@ojK}NN{!jPe*XcRh zLXjF=-+c*z0{KkE#3Hc|vcdgaw|t^zMQok`*8=W`ezq;<{47uGt)X#L_{u1U;R>Q~^Dx{dgbfF8uV)r%Eh7G*5-1CMB(60Ay zDvBuYNuJmI*OhMIL9FA{u{TuI>ld{88T6Qyzr8d(l$}F(K>eO$SY~v%fstG(mJ&@C zDQmaeah8q}@$eB3^mtbwgC*Iryc~jYEgYhoz?DxQ7uZgAMu=&q|^@+6N)o}0RG+^eDUAe4U0@O5>}DqeLt6c;e9>;GNtuU z5llM6o)>*yM_3Is%caP5UIK!n$@Gr zGG|HZYRWI>!dfgLbn8nKOpsnQ!cDS?oS(D2fFAPf^bdvEwlvnmSSbVZ8DMq(wP9(Sr&fRq3*UnQxw{P9Aq@Ta0 z`V6ozKo zd-)H3u2cnxsBsaR!!8`deFZg=CJAjLnB0dAjT_WGVY&2b)SC#!rA5o7mcc~#+5N!r z8tm{*X?UpofRUUEBzSn+^L<5kWlIDPDQ7E)A^fxjzoAn>g(($zi)^-Jt%Ffqs1XMg z;~YTVKHyvN*+?Vrg$+J&`In0}8nF->**O8^+_t?XA#mqC2M##d#Qetjn2sM9HGTd!{&V%kjuL(6=zT8f6Pa;cs3gSvY7hf^&yAx(dGC250wp zc}@{+6%1bgB0BF&eZZAoTfYvX;zrD3BMa1)a=mp^37`3nke^NNcMZCXpjEvj`+NP5 z%9WEY94eYIi`kk+jXAWR^4_O$$LrPb@mAJoQWArMRIh@oqf+i34}e~}a*29u;CU9zA8zq1l zM%!?($mJj-u-pQbe~X#rnpnQxFuHIjZl1o9#VuN7_-)%IFzRMG_ux0J?t{EufHnjM zw|ZFhM(&ge+BKd*_JLF$mvCJM$%1V8ZW5Pz;!y5wLy(oaFZ%&Y#rQ42LtUSia8K## zfYqOE?%SV%@5?XtFU)nww>BeesgW^L4&Q@}k2^Mdh}d<1sUB%zVh@GUiBKk=KwDg& zJKAvvp>wBMo&x1xq4t$Wp@Ar_Ytm&kjxl==iiO|rD$@ec>0GdNJ;LW4(bEUj_gv3< z*>g&c+*dosUC(>VTW$HlY}n(5yQg#MCX5nK9}1$wG}=qc@A^2% zWP%y{6uJZhf53%13_%a^a{*U{eF z-CvFG<9D>Kr&DEBX=*!_wyg-I)`~+25tSYdsq0xC3;+XG0>7q<0R2M)2)T;KB#!sp ze-N*plaZrB25RyC!*LD5amvLSH~;}DrouqkKD`bNRqB+O;I+BKGGsJ~WRj{ctL^&gmAkpyQLp@5 zB+>QI#h8%wn#vq@LKC{n%!U3(49e>HcGCvp3Mt;l4Z0GyNrVbi+O$V5A(Kh zEr%U?psjl(w4#SL6nH47ZKT92p1N{+xJ*FXAlPRC*a0X0i-Ndk&dQ0u6(}iJH`!Hp zHyCKebK(caXMI#%!$b;dAv~6rG2{Fi2IRlg`3VtPSn$}~cdy4ozDo~46KTtuqHP%K@`~FCkVwkO5 ze3ah9Z5ihar;y35?wsU5a*2m&^L%L9BdLm6+yWzGXH&KO&;-Ipt>i`)+L*Z17m*ur z*V-AqF<lL8oDAYu$J=}hi*wp#4M7hoaqK~8W{dOC7I00g(% z)1ve`4~#VdNYZe=OtEgIOvm@P`JLK1*eB0CIWdetzkCJzr=bHB-}j%*DGv=!LFY|h r_%&Gt2k(H+Es+yVro+nzMm%xL@4t98A4m>)-~fc~y=MRb00000==|)p literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.png deleted file mode 100644 index 769da76b8d8f09fbf009a5df7a46f490684144a3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 59235 zcmdpeg+p7*)-Od`prsTq6f4Do7I!EG3Irz*9Et>&;tmB$i)(=55Zv9Z#UVh7ySuyF zqvxD^zw@1U?;r49GJ9wC%vv*R)~vl}_RRVvP*GkI3zGyB2?+^HT1s3Q2?^~z64Ik$ z^v4e=sz)B{4;O}JVq%IGVv=GumNs^vPx^)saWnf*min%W97ss?k)9D{GHr@4I$OY5 zX^t<*NJ-fP#h_7`^}Lk?;Joi4n_db{d)`Z{q`FYV{(Hmrd9_D7ga7TH3vgiCN4vry;0Kl+V@G%|2duT_wJ)OgX_(;EG-Mx{pbdI%P90 zSiL{@MazqVRr1-b#roNggU{`*D>p3*d-$Mu>g~@3KTW*-^#z%1Qskz>r{%Mb9nYe2 zsy~UxR!<}q-S>9*ryp-oV${XHDn~nq?Ku<8Duh<~(S1yR^QAVRD(3koZb>?euBj2h zx9q6eRdtIbJ|mLxg)+o#S57)5}b!lTcIV6UMI64yABU~huhuEWs zFVZ6tB(y)`NJzj(ul^lZenkHl4KfnaH!~#Ezi2ccet&-=9*zg@zkX4oz9Kz&xWaun zzN8`liyG~H8p^-okBT4ikVHXZ($WvVAVWI{#M<7}#sMXG0`ZW5@kvU<9tnw%=J)YP zTABI)2?=?^Ohw&6T~3zY(8h{I-^j)Q!s24}>32Cuf-d|IQ7edpKBbG5rL{f3ixAZx z6#NhI-^r|0lz)&oSO`(6%PCTd+1NoSxmn(_yrmMxq@<)2v@{n4&Js}uZP7{8*K3&c`g+|24h)eoWxvvF{83;t2h|CRMWlK#o6Y7em!v$1;M zbP)cZ&iae_@0tH({G(2d|EZIc+in*n=Sll zXn&+WSeh`VAnU)aRv0sxz9kU}=^c`^xTuQDqn+d@NqD1pU3BA5CHI@o!#+A&Q#lMYJ2oVyW|qlI5R!H64fBX61T$Aa_JE@ z>v??^vp+p+X}sRAezqrIK!c9{8R@?Us6O&*NUhBV$$zDIV5Udb51h1pw@8N^`I;D- zg14A6rNsQ3;UXMq&->0WJV6u*_1)hCr8>qBsu6`ZtiaFcGWDtEl2w#Q$dn5r$hG&E z;X>w*AH6{Od+_;4izJbo`hfzdDB|-6try+r>(u#gNDmLOe~_k8BT1MlJ{RD}LjGOm ze+oY(kb-_Kkl36M{%@)NCZTT>5`MZU-_8c-e{DD_(Ifizein^`TK`*uzX^m6L{|Lr zc(pWR_&>_=JMo1!Y8pCL@!MVK4$e>kpS-rLhs}kRTB>+CC zs~&MGj;~Adwi3(N?y9)1uS;qjD>A{Qzg^!4RBA9{?hjU!?o8~XAWu%;W%RAyD_;0} z(pM^RP>iV8=O2t6D{O8#ey-u>@JpppQXqirBe4h!pq9}_!xSl@(_m0x=Z~ne z#ex*wjZcg*;@lReM{IGO(#8&;Tc$`>y0R!~W5M7lj_g8CDxHm?%D zxod~zJW1hq^d%g)j|n3cey5?Kk^j=Ws$*Cf-${GYGm7(6@Xed#=VUWE%I2fRl1fU0 z*-Zm#kRRu}lhV`G*06wXDf2lP)@afA=lAd5CsTY@`NOz<(r6;uurcG|LlBvR;IEv;EE}W1z2chrIw@$o-77>9*6}Va)+K z+4*M&OH7)XbUZZLP^6XcDS##Rg)W97Uo%}GJBMAa{8I#U{hEg+H$_7Ho7-)3dSu7G z0{Z}0GOY~Xz9$S_PAxwR@TXRI=ru5i<%tjo4@6P7E{0$oyt-h52 zjxEj$cjP&@yE4|%%h;F_>^#;?O{{Wg$%Y^(A_p^d>!ch%+{T^*G|L38GG3(&2xQ2wbD;p=pp@92WxKeYG15PB-VlvA!#VrR%1{1 zL#~tRj}s$&jn+;|Hj{aDyW?nRX=8OsIKn98-PfnTq5j!L3p5`AM3S&Z6iBc8_w4_DHG0X?%1` zfJ!#4SLPCAuk-`d5h;tFT`qd|&Oze3cs?g}9Q5`*?}I$OnEXpcWtFHU?|6=$$|=<< zi5DMnI>+0uyeNan&e?b=VKTM3dR*ST84ET`4bRC<+%tMQE7SW{710oT)^G9^m$UI2 z4S%W>pkV-yjKOLvlr{lm0=XJm+Zt?BI+;}xPA!qMR~VUEJ2gsB4QhJ^sFyN2v>cXFE*UW!3grSh{Q zhm#FXic^``^!BHAn0YGk26~38U%ubIpP`LtvQM1u%0ygzEq4KWs24Z^1F6vht`kFC zML=i8yF1kjR6+Hpx;1d-;3pSHmvkmJJuTnq`wgjk<@rP;s3v^h+8y-!J9R1NVfr6Q zw!2-aq+g=E_M;oGoS*VE_3Kidx9hsys#~CLp-;T&xjxyEv2oXq6?kGjS1Au^St&0t zMQ^xfC{U&)NN3NwjaipGsyw?NsjV`d>{MqprR;d(3-;9&x}YUt+d}hVvv7av;+rEO zcy>TmY2O9DTB^WKM`uQ-KJ$4POy8MNf2@j9^#EwRhlb1R-E3B-@L63)6M)^k!W1ZE zAmW5#8j2H&!3r&zU!Fmd*9Pug$e#m+5=8+f8~}cnBm+i5E8udZP6wzyuzZb)@m;T4 z=!)4)v;DW|_!POE@GPYc5+#XZ9y&NMCp?G2qUU9Gti7Z%9tYqJSE2#K7os|0=iYJG zVNkgg)c!7F=^*l~w=TkkK__`zqDs7fpjT<#omydjEVjb`bhel7`Wz$znoQufkubne z#y6YKA=LTg`6fnni=bn6EbFjxZQPH+YT%pJ##zmP5(_;k{P^U`j*0GD$v%h29Pajp z!3BS)!(z*+DO-t5m)q#-~*Raa80po#Z`;#m2I-9JD#4ya!3{2I#uPP;?4^KwL zvFuaeAgw2St}dqBl~}Vz*uUBuL1*~bf*aV4%N?x4oW!5!p%v_?7wLT+beWjPG;+bC zh~I<{ZoejaRj-ccnh$7rURwGSsBa)Ala*vBi3yLj@ut`NHrD6RJ5@e7kuy90h08`R z9gF1ECQWrzAL32k&eu#kvFdlHvo=bBr(F_14YEx8yVD|qJjhE&HAJJDOe94cWW4kq zD-Z~~LvyLL*8B-}<1<%Y#i;qkcmmBaEN10Pu8i_J*|=huyt-zS9bk89-k(-Z zi?FUP#R$5NBSh1j6^?kVFr}4b2t#n3(LSPxJ_fabl_hGRVI@iklZy!(_~ z84k4~B~v}(_d8rg_*Gra+e_Ug%Uiyb~N-&W!#e4(v?{ z6!=l(WFNpOYzy?Oo$?>&RngS-4^szDC~}n7T7pBC#S%Gl0-8}sgO7U83eUNRe=_If z+2$}fTzXb-Dy;dQ-hJI=1hqUlCNF(%B_t-&V&R_dBA{i!oLn8}RK%B;UEO zqWQV@EM$48sEqfFjQiM>mS;d~aT`rl?$hv`3a`71s}KCubV_Ovrt6u(5Y3ZZW6MM} z`3md_8(nn^dDv#jq@H2<@mAN=+BrvWoABWs#A&(YY5i`$J*H|<16&g7nkslul5ew+ zVFeZGeh|I#RkUV*?{HRIV#A3*gYBY{CRd_oMH#YeujeHf+Lgvgz@gG=>&Phs=8rc5c&eXX&(bQCl)Mob80xFx&NKMhG#^?)bISI14!qezhp0BZkC zp~jRgTh<9R+pNRYYIFBrZ0yJ6}x_l6^La$b zq)2(kb&Jz=jQ5QwPo&_m0MNF?tm`PKF}VYw(b6m%OZIe>i=j({@yLGvvh69$Qbx1W zc9Oq44=|d=eoR? z#&;42OtOO0KsmSa<8v-g{7W4blrrU;zB-J1h7W-dE&4gAqg`OO%aI5q*%yDlz>460 zg!`0g!vTTS)^eq4dmFKk{pl=dS~;^fcRy7ZP0LMfIx2w-_GLf-O~6za&SG-lWjeyT zg}2O}=H?02X&Vo~aB+W2Azcvq^=MiLBMQpDNY*=5J2e_fo)fH^7@$tdkJlsuKk3q0 z9>jl5*3zFB#p_hXQ8l@iO zX^Ma^WuaaH6axT-Vq^G_U{=1cJkyBR%ceO+->;JX`DM^s7^&9Xuou{pucmr%cNDS- zajLdht0vz{DvpCG+S3kn0*~r|;}Dltx-ZO0j&)kR{I{v8yQQIlJw#db$m^d*>`cn7 zGz4#t`>n+=G}GNGNn{S$>L7<~37s=|VJj4PIXdJrOG9?2w-GlEOD-L1(euGGAF!HRT${r*sK>PPMainF49bX0T1dr)3M)$(c&) zLnenqiQJ>uZm(HG;vi_`8+-Czf#0tV8=z;WIlwyVUIiuXfbM5|!%NXp%@GxY8ld#8eZaA4g0Dv22SGcx~J8t2Yg zOT%@Oi!HpTQ?Hx-Tp|m#D#3SF{dw`5E8EQR{FB-=Sjx8YBP|tonUw??eYC2J`IuwT zVv{nUp z&%Wn)O2>Bl4S-Jz!dv~R{*)18nbsqtW`wg7>a5FFty5&QKLNW5>$&Up@}oESQB_?y z6I;nD!cG26hio72VDF4=B_L*O0aQwoqo{}+NRi42eHx}%<8!)`tyXe-TdI#UdcH?E z0?h~xmO42gHsm3}eA9KeqwCyT+KR_me_U+U%}UD*+~m1GPG(3rj-~0ENGM22pZEot z;VN#>Om<1_k1Eam8O6=Q3#7xQE-*wieMMm^L(9eWy3_dyhQW4(8gE0CKYb^Vt(Hyk zlt~qrCzDsgtVq<|6t`8i^mgI7x0gjT#qsaIx|Ga)QX?HKK1)awCUsjKvk`Qy^>VDt zorn6Db_ynQZ*i8Tl124i%uV8iff8erjYl1xYCZ&H88~FRdE!}lhiC&%GRNB0GutI~ zSCOtr1=Cm4&Nax|)N6wcIwo&ZlO($|h>Mv;gGreJ54+1W&+eTQj4N7e-vXXf=u}^f z7f$EH%2UEVLdudV3|8sZfAom;-qX5> zBs#`}{Isc{j(R;>)pD1X3Q@ z(bCk>>(t|%1;Amkid zFO9V45KFu??f|QH#-7V(I~QZ=wV*8gDH!uL>OPG|BTFobMYm=N$KV3CItIzl*l|Ab zid40rm+-(@qgliLA|tciZ0EN`|sr@8*? zK&lCzbPWUhqLG1qQr%LvE3)Iix96306TJh*{kqM0NzD{ zt~_kw`Lt0abYXXyV~kU4-Ss&9~Y#yC3H} za2wH;J&+|hVwk*ygqcNQ^$i86%(*@}6Z4%sdS35SJzGV9OyPoeRQGI*(HoeppFRIr zwEl$penKKp)|seB`-Uj7qT5h1Mg6khtdq(s8csFH!Mxi0N`NEo-cVLFgw!oA9W~}z zY_BRHDn}!5rJW+D5X)l3&9;R-jzvYH`_%z@3bHY}f=J*Bpv;Gc8{Tb*Lw*-Nb?{_vim01%}KSGRZM z0f@_!_Ep%~GqufH33=*HnbV7Az1V9$sRJgftFE+goHb}w!f)2{5HMa2#&AtNb+N-( zzZ#}BKoqUU)v|CEO>ZoGuLtA{G-x}E$sI-G8u2Q7MnIFK(N3Z!-l@ze3emc0I(s?u z*==^{%VWWz1cHjJb23-k3-qTrWea#{74)JKqzH{wY|w6*XAc~y=%aNHs2E~d**)SC zZ|)6Xe23UnQ=^+^Rw#E2L4E(iZ2pk6!864=U`Q!gJYrmVW}7j)u|HoK8ZcCoDCxYk z-H@+IMA1At!Oz$0AFeq2HA=Tv;j=JyJ`Yn4ejW^!ATR`D*`i+f`aV>7`bkaF;{3BJ z%|h0)v(d4#*(YN>&@|=T3*tR@9<8@)DMSTwhK9u>%IUE35Ks%sjr)tAgzsSZSb5Po z=-lh)F3FD|r51#drDw@}X+ZC0j0q$S7)%-;lpbo;N#3gyvdJ_0swMttn#hskey$u> zMcm5*f>{(x8XYbs4PRVf=Buj^YUOu)sI*++dmu9Hl}{I-aU2r0q8hpWlo%!Pi0cbg zNsEq^OcM=*-y9gIsQRt(WgU}^xvC(*etRIdXHV?cVQY+QpqPQSrj3 z$r^9sjHWS}v6;oCn-yQ{m_jjdIsCT58M!;R={AuSj541 zHJm#xY|MNsBQY$E_sZ%%hXb0iBN&Lbi@KN)9D4R z&`t^tHBKevpM$cGDCG@IX3~7wFsl?_PdZ&r^CcEsvt~#gd;JM(#md15S!9IyDBpo7 z-Z4uRi}3rZl>oi+FiRXo*&aSS#h4cinAjCPG&#V9Czpm>%vly}iRR8OGSvolP`4t+ zm(uLaD#7Z(=JzfzYFp?BG6n%!;^|O+FzqF8G;fM|e#a!#wh57(rCz#OUCqntO_5cY zty4fR^Uh?re>M-Up{rCMh%GH?);iOUtExUFi)qOxzoJ>pZS-|9^5)5;sAh^MCnJY)58!q>s+?w@GMHz2Swd1a%0^% zuX}i*ifL){kZ9&t07-R0J5eRGY9Y<)GEhDdb^igLXc06*sEC*vv5N zrOUoRCB%_PBR8C6**m2H%7e)mHu);chACz18g8ql)`*a<60D~SjPINdYG>LpwXI^3 zMf|P-hu6^|ehH~s{p#b4twkS}d2!D%r*s15a^ei+2(GCZe^e?*d1D($Ry_LJw*O^d ze{;y~tnv`~?afT^5mDP|SBTr7S<~D_|Fi9%j{FzNpr5LCS_VP|h__nr(HVhNnfE7H z63-ib-X~VE^ZJiiNF4z%a0(Cy9iguPwPcTWyTkk5(u?M$I#pAq_SNEfyGlVCx?@M2J5Gl0r$Ts@ot$IX9=^aGrA`> z*C&(O&ekn2{QHLerBL0O$Dq`4!hVh^xOyp51^K1iE5iJ9!F;AswmPw&#Hd}ILmzf} zCI;IwPnBs@SNB`)GJ^=!go=!~wTWX(*=K4D9GPioXyyZB+j&-*@2%3viL_}=vglr+?KR3s@N~MvQjsu37%fGsm7~1#n6JJd#mzG z-eg20ev7BUAnll@iNc!3bo{Z4#Vl!>DVu_oPCv+)jK=@XxJ6`j55B%lp!(?Qme5WR z{x&~zUg5JCeh9Gs`O1o=AazT%L-c8dVAeDf?ue9cS3s2MuFba*$zHP`v6<|vEnv`i zFTXvXPra_TaJ?P@UvEvu_ZZ_aVL7o@CWehs@8B>7HJqiCcla}oT3|)(SB`~77haA` zYSnmrpF(15eSHfzWwWzt10%vYA{XRQK2#3W6!4D6oydsCVu??_`fT6@Fl;98lj91{ z;hP;k9qu|Ru1cM|LzuAzda&a0xwpOyF}`NNvm(H&)oSkn+K@p4Ln{;0@*?6fcFArr=b=pHs}SIgzK z3MaKIIMSd7Crvg~7j*IkQ=9i!oz=A0gC7PJt8-V|4L!?65tk32AE{vzJ-TXG0$vi4 z46Lc<6@HfQ=RWvO@GUIXksl=Pkefa-Y*r5a!Gim%iJ zVb)4^nII+SUP{#qPXfRQTJ9fSJ1xu7*Lbj}aD5!t9Y;-lnX<4#b&epv#R)2CaJlPz zC+exj0gX})d~3p^X-zXQ0WPCoK*ZePS&UDFTczOc=;fFxQ5>I;3rh}t5MR;}z z5KS5hmIf!RFzMvN=43P?{j3-0&rzPi<(%Qzxi^-OHI-I7y~Bq$gh6 zn$|xUT1F{86Ij5lTmg$GR>hTk_OWDbXI0s)d^?Htu+hfeOd zm9Oty9ba%fk6KZo@-(T^7Cx6SlSY-{@4Sy|UR`k2+@m<;JgqwcHfb2gxhnKQs)JJ; znS%O#w#O=(VhZNd*c^9elIzRyuCKr9z!Q#yIPIs#9hRA$UBSFz$bUE@956hx|CL#I z$~Z}};SasspZ`F{U*8z{gE2Np5G~RBrU=lpX4K$l!C-Nz&SYC0ljZaTzw&1+&60{P zK#ULR3&-I%y+U6q?``h-AYN7<1Mxo0TB&N>QP}ymRTDIgX258!-RdjuNoyhr=v7K_ zk>_?G&GdQ(m|vi8xzaA?XwK=pE`xYfpRw7Oy4v^Jd+8|yf`G!l-uRV{aLHaJ_4-X; zFTxZ|DG+o)wR``GG3pRMSPP@H(tZ?Uby?XX2uQuFrMv&$I9R2N9ocdEl}FHU&GWbs z+RG#($ekD1cTdwkD$L%&5vS}&zrpH;zo6Be5|#Zu6VNR?_}X`w%}onA=wXlMj{VfD zE32lsWJ6moJ#6(!YxSj|l%s93OGC0TMT^~Sz-R;G;5modwG98P;H-LfO8pz*`+iO? z`RrV{Bz`)>#zH68*N5jw{CuA2#DhZs8<`SNjYBz!N87g|K)hD5d*W>A6{^SkAGjv& zVCC2(gN|KOKIWqCP-_-1rz&+2=ow9JrsV8xKtGr2-l2wvPEMG&mdW|P^3CzrgX2Pa zu?lVVqa3$+{$bS|P<*nK^u;cdTC*UR>ByI}-N~%2@B9!dRpX~41EloDOu^SBO>p+m z_gAzy4g3yU`F2(_rS%ar6Ms6~EHEOkrAadY1+|V%)*ed-ZH&edL|igoh~-aa*KcfY zT~75vx>H$j0>PVDgP?$uX@@TMB0-e&Oll4_vrTocp}fYt`LOE~C*}8dg1A=NPXYtE z0QmjeJtjvKamg`;q&e`otW1kwg+u14u-ohSn8)90+`YF{T%XTnN%g$`WsIQnh?=hb@H}@iob-~cPd7s>x0}w zQi>T?)fJK*G?Ok&pk@bQtZO%iiJKGe2o(Kwpc3=v-;dH6a4IBJO2xbSvTOwg>k6J4 z0zE8K5F@jgW>ulg>`EX5$T)IwXwv-WX!fi@u?#jTtM_Sj5dZ!%9ery*3_z$nX5=R&+q~2qS?ys>+iCQltfu z6~kT^ksA<)=1}#veqp{PlaT1^mpcKk%tdVNCUh%Nq68fmw?0hc8iz)a8nkodZw?UGAOrCQ=2z&m)^Uv+%@k zS;pp{T4Jxl3OThxw*<9hd#ih^j+wqu?+>WbsYXzD9TGz9zsZ;bTEdm(VbRCpae6Zl zO_;sR*ivjk_&GFOcrH3i{c~?!g_Xu#+{>k~wA+qq3te536{AVLV`V+<%b*Wc7%cdp z4_^%mU9PW=Dgh76FcAGcv-q{;URy=3UAW3kHGj~IjF*S!8_(-j&8w}=QEFC)AVyp$ z5dQV@@^-OD_z=+m>9J+#^^}fN#g%!QYGcmNNW`MFaEyThygk4IdfnjwT`$@0eEN>P zH^S#-FFgt8=eKx<)5~BX7%ipYK-FQJiev3cUL)1SF{AMck)+jg$pi>dIL19)6<#&2 zs!tSknVndJ&RS@RFogm_$Tsy#_WthaaWQ+1wbS8?+~kU*ku9|p3bT-&tr!`Usyyo& z#!Pvk^8Bqj$lSN4?C7`BBwrHW1u3#8tR<^L`5dZ5e zhcX$>os{$b%$hMq7Nfv}0WK4?%7?Fht+Kl`xboVf&dK=R9r>(7BvlgKhTy|5~x2Bn_g$DOa~77BV_yEH`3?!*mC_31>?j~Jt6 z(>qevMg-6gB{&SYrxCyf1I<~=o!bEHT6QUmNW#G_^95&oUhz4G``SIjRjyan0Zi)( zb3a#C0J;*FD?lo~_Z8jM-pkTkAOjl6EkR4_J^FFIhTAjiH13XGyB=)!-7|_Qr?1o( z{pG~hri9$?V5pLo1Q|&c_m;-;oXhpH_Wum^FTWX zMn+9>%_Oy17R_4qyxYr3CoYNW5>}^8v5>5gqOeMxBGF>BFJ(0@j7#n+!SsG7C!S`} z^g4K9E($+)02H&r3b8Pxm}BF+b%7&5RR<=B@t}iU1(}f#==i*wc2Gm2+ERDFcG_Zk zuD)5&DuVCR)Rl;f8%G6BCW(R)=Hv0MflnHS@Nxit~git>%AU1B`)tPspS-*XrEiC9*(J%>Z%hxJOWwbE9% zxg_Gs%a+rvVHiZ9;T8fBdjjoSx!;~LDQW}|Y(ofolEzUa&h}^fJ5}MwotdhW#CT;# z&-O>;(&g_VB&(zoiQk0YBoFar2gL@=scop1A2?Vr1AP(%bPfDd`0tpT$*mA?qv+^_ z?}M47&o{Ydtv{gBCCasS)w>B3l)l~>{BUU#BpV(I%yC$@LMeY(G zRKMV3v?e|sx%e8INC<|ModvV2z&D34Ly1qC%S$V7wdkJ;9locy(zWGc);q(#Jw8w6 zyz*CaK=_4&xT@!HEC!PWs)q^?lbkEcqjl@&NAE-Fk^k^@{h@{0CmQXb2n$H@)FDEM z#y%{)e#oO}k(|8wk#IB9_OM`zrS##eemp=}=uJt>to2ry?5?!ywnT%Sqi59jlM$3& zqTGQOwr1W#&G6QVCSdo;5yN}qsha3XDifR@KhLu>W(MXE3TTXKZiYkvOP?Ra;;f=> z@4RiRdy>Ku402p;DU!t^faj5fE^SPth~Kd;Ug^ss6W*R3ayu5%t5COqlN{H~eoP_D z@RU5v=1uqArcp)|Y;0f*mOb>CL(xy7W0pjj$UrVrjT)B>m>5d5JG$=567zREkpzMr zoXSNqbxTi`m}n$kGxR<#%iQtQ!W#gom$ zhcpX!j5^2}C)>NsRo6(`ggI&4>i9klK+Ye8vZH6T;dkVV)2qCfC;&61Pk$5H;ncIm zYjX5-oqCS3kO}E1yrrh#>pHC)Pw*2sC7BX8NuOM<&OPpsS|IQw4_NYA@}z~oo^$RJ z(81E{uqzH`M6Qbk-!!KBsgtRkW8C_R_TqO`&g4{f!_oP8`eEDAm3njYmdbtZb-8X#L$EPo}dU7_YC^>Wbl>6S8{|dk$-5-B|M+=0b@uRp$)*@=#fF9}!bR}9>laN@I+c={ zD{FE&Ek?7s3x4^gOeSjou<16Aqj7V}AGtcv+qte;Ao`Vfkrfj=X0?-A z=1^Y~`#L*LZ;pXO5#Hn8Pn64iqTg_JLiWzDq(OC**Je+aWMp4(%UwyJK39vQ{&?+C zrAc`I&1DuFMFgs%@536?LqH|;IXHHIg@sFFtlniGVr9apPu8Hk!(m7doiFW0`8akp z`rx8js6!XzdM7uxp7!ITfBFiSHz}NZzoOh=G~xg~$o0(eEZFE8t7on$nq7@mts%p@ z>04`kiV3`T)m=uMkH+V7Ww|nx14bDkvg(&=o`cV$99Lo1P>%&eEu62$)jG%mNMzEp ziW86CZe5L7ee_K3S06L-PZp;fcT8CUT)<4BW*aDyRj-BoHMIOUQQT*TzHe2R3vmV? zy@R^LIAh$X-}dpTjj2vY>EXlHa`)>)o?4qqh4N1_DbvV3jJ%@sAa#k?7KBPK0!6y) zug2df$p%r0;WrtaG63tr>*Hw_-=j5L&4rtJw_#tJZ<+~#KK2gl8e$j>LF$1AELKiX zVQ0=P-5O3MrmWCbQQjUG&TY*YKQhPaipQf}!K(!xnX;Q1>J8+Rw&24^!|Bsv2|se1 zM1;B0MUVP-k$PE;gyH_!qBX%=$x5nY6;B~r_Uco+uIcVnL%nS1KK&X$nGUK;ujIHs zPIN1B`=GDl)u*;#vON9kUh`+-Wli27--o@Kvc{uyuu4_&wg^8Aoq*3{1Br~kw&e5F zt~0?H_@bf(j zTrHwsX*emcpx3IxRVlW0<#TwmPc;5gv)!&Djh!adwWV5pyi4W>b=}ztBurZYcJXlQ zlfGf~ZMWGuWpzmVRf=@6-O+o#frC(7SxCf^hywcpk)i|OPn7$**Lz6SrO$^m=4CxU zDaD4JuiLExuJQ({F_kXm5L1;YIlZjx&@}yiEl^(u0wg6jj=7e*_{I{LFmqKE^?^#Y zATCwHEUx6pp&_(z_M(MeYhClKq!;ANy({g|*2SWAIG^p<+5B^S>JCnVF{cd}I1az; z)Yl!~<;amvBca3Xc~sWQ+Bh+h(WMNv&@ZH}I(Vi~5*%Fp^0YSB9;Lx_$Zqw=_KA59 z%kE3U8!g(e0Zxc~`4oZOvz(miDxL3LjR&;;>vvu~LgGxd5ZRTfAlDN#OlQsy5$*_~ z@ccMDk+j(Sn`9C1vQ1t6P?orLG%wA;xd5mk*=PGPHk z`sJjRIu>KW6g1}EG3HS;4M=LTNeG7Vl2~n;+{P0{Rvsq*)QVtxL-KB!up`=zau!?} z1iCu+o_z29mrV_gNA4=h%2YaYaPFeRS?nCe8hciz(jt4Wln)%)o)2(il=>si zUV(jL(cLMcduAhw3H5Q zW7?FqnQyv=wSIobBqhJAipyKdvvgF?l4tUlf2ODOu@uc`w9JeS^R7 z_q`b;LSrO2N@B*I%F#Gv7_&9-p$BHb0>ooP?3qHB^2=3Yq&3pR2`rSAHlzi#1L-v& zTUGSM;?j$`NREz4>QO*<#xh4EX?l??-9sh%Ua-=YE>~2Mhq^;5<7f~VQzJ&bJC5|t za1hPA7*|ZU*WUmAr?QRG4(A%^l= zaH6h$Xz#3zYeR!(#hJ(V`%iP0GD2{W-|$3Gp*fzDlHvjN0FSO`6!_*Ed(?P7beYx* z-r|gQ-%M1d;gcvgAmn64$?C^sM_#M=;i>>-a;M~MY?~EyegeP3g1M8s%;?D-$~6^I zBKSJSXM{?MeWr-X=4@;t(x}xpz zxrpAX$680tMv`^)DHW;aRyn?h8nff9?c7H;3B5-1n&V`7nWzhR%4=S5Q0U_O=d0`1X_bt;#sr(hey{h6=Wnqad(^Z!rp&~* zT~npe$WQ)~81Dnx=_Ff=C7g|&Y(@tM5>bNxeyuu?D@AKP{PH9An9%C7sOr`WB^TGB z7O9k8*S24aCzmM4V^)t>Iy@N$*ms8rNTm3 zb`PBB68gC8zyT~{eekYkYI}KJR*7`uv!8Vp2Tw&UqHN_c)5(fUD#aVHXF!KYj9Efk?${SreE85Z06z%PJR| zaV9IR?K$HPmISa5LYNj&+qdb3J4GtNPj$4pzvjJ3_h8DDo*<({Wm(;j4lNex@p%k)$76yuxvF`%fPIm+;tlT`k zhHl6dDTkoTu_F6OJoUSg&=>?Jx zyVOF99Cz0A!nSqB!9i;db(|>bqj8#D3Wr}+VkpH{riz=CpLQnn-BMA&fdTGldYZ=1 zoA1DG7JU_!HV78Clb_S{2_{$pl?$JXkD{sz(RI1vVj{&w{=z=~2uAH=>3olQFu2me z;FnF0u||cv(Tw6}{0=!Yqo4Nx-cQOYXLOW9LBIVA$&4i75i+G>6lx{5BKAyaAmRs` zjkj!^uJzLy<*0t~Nr^XaPtLAQcif|;n6@b?7chJjT#W+)WCL5QCj3(H7Z2Hlcn@}# z5se>klccF*Zl&OKG&DWS>?nsn($Hh^0~S!Y)ukv~-zPo@*NgvX=Dv626O7~EO8YCK zXpa7as&eER0SV@R#!~*KTL3&DA%$qZE&nf!=fClbe?)*-4>U6Uis|Y9tm1D7%@o|v zR3jie-sk@nm-#MjyC?8<46lod2KRtT?e#Q)bDu?=51UCR(?%Z%Um*lsKZzPe< zMefTa`~TS|FG5g1M!yWn2owJAkkbg9QX>dN!>?3--fb6Z}&vqS6n*-ZWAthd)~PAFa_h_yO4alWXqZxY9pgSN?uR zrTGo)wVN0;`@8=BR~((?H?ViyC8Oq_n)|m*FQC7Hy}kO9IsYBlTZ{ex?A2Zlo%=nJ z`j6qA;=?V$N&k&3`Jb5Rf8%_87N{N&&!0kh+@AhZAO9Ba|2@TgK~r=7H?o@k6)L+z zYW9~bIAGaD5JF2GLBkaC9+m-s0U`OWr$|)6S(Xk^_lHUBu-R_?DLyf=D67ytlm8d| zJM#1Ha1o`gIZyln!L0|^g?N4az3#i)CmR`oskxbnHjOD$H5L|gp^hRietf@py=WZ1wP_)1L;*lsNJ%0M;=4Pb{LKm%3)b9$v-y456a=9yfI1hxe z6_L9^Z$6RcBk=7F>u(#l2z_U}?=5fHH(_64q0Z1enzAKj+U2Z!RS zeKBrNO*^@839_2{@}7#y0jxWD?u8D;qI_TF9DdR4G();VMY~|=Fwvkfs zGk?_5Fp-y??Iv_CfZ~n$RYudpChP71{iU<{8d37Avwg@p4UPh_uQ#dq28&mOaForaorv6z9QCQZ9YBK z?P$01@}iTzoN3du@@1z}|8hbH(|P`rcC1j8p^ZAG@W9!3A2Z$|SDBBhjAy_6h%aG2 zmMdzg>lyz+@QU|gafGNoVBb0Jys47@8=(L~U_TTD{53K0lEiC$cce*64RduqVnTgh zGmEg{4gJ4H&LF9@K8E)k92}c|wiH9#hVu+mnCp{sFR!c9Q5{oI@_ygmFVs0CkY7!aSj<)u}(`}JHB7@YPsjeBG-TyV*Rj6q*Qy)Grd9t5-a zrHf+cmmxAs+04QPaBU?xVgKg%q)2>pZ@ZhD@$=b}E&i!;R_RkZD#0%#qao?Z-=d_M z#B=%tq};t8St(t7R zl<8K6uUi+T)zx&gbZosE*XPN)E2gIH1h~DLrZ|~-$_hd}{XguzWmuGL*ETGOgh-cw zgrv06-61)2htiF-G>C|FcXu;%4JjZ3(%ne+00Rs??{Hmu-SIr%-|x@+{&2QoJDqdR zb;Mfx+V^#=Vf)}kn6{8`ickix6br^^HpgD_f_?ymcE0)T#FR@>@sCW))Lr|gXAc+L zN6oa(;AMtn^KjrtWHVElcY-IP+1FsXyqL%S0sF6=6f5d@SZX(z6N9p%4Pws zoV&KsybboK(lnDkdf-rqvAQc`D3q zhg<==v*$mVS+OTb8oJYSUofcqm5H*%U&)(7(F7)UZBmHI;`Wht3}qaz)-0P!#$9Pv z>!TtIRQNMO^Jww1VWYv);rZu+w1%cXceHlqZBW!|36FFzOsn&baj0cV*sl$IiCw|V z5r*DZ8ubxu4`B^e9kI6=rg(XYckMgxGF6|$v+_32$Rh+9lf-xt@VI`YYqT*RUFqtI6WI z##TwGxvYp=`1FdEgKNvlz06OYNzXLscU4=6`PI0P;>Y7(GFJDWg03)O$ARvPPIqy@ zM;2)1H1G-RH$%f%&o=0VD&AZHQ8aAkxkK}C0!c|&@B&w7zBFdjrs2N2cR^O%@?O%@ z;=B;3yanfl+=?#{D(p=qWfr{*MBy_(8E63X^+<(nl8DrrlaXcJF=ZH<)gH%{zf@6S zjeO-kBA&ePh3e&)>zyK@p#dm3LqDc=;n zh}0URr5Z|7Zu{JQhZZg)t)7vsC=u^Cwj~YmIJyXovQYq?Vj*c|MFEx1F^kKhfFmPLY5`O)3nxcyK_iFhiF6 z=9)D$-+6K)1K44PUe(hsB_&DBm<11H1=Hm_EPZkq66snN2h&WI^94{4=;uI#l#837 zl8mRD0^6|LTH#RLW=SsKq{2G4ul+!8odRDpiAw63*sja(v`V6zI_ADQEu|wx`TFrdj8fT|7>k^|- zvjPqrk-npWdWlMviFJTewx&u|=0rg)NQzSA52h1EKpM!Wa+%DFQU)6eF$fB_`d5OM zUB4DJ2|>TfGj_vKh;+Tpj8g`&*TWoA`lI4+-@7}44PBte0%7?sPqSH3q|~epyfFG@ zHZIdW>fCSX@k#I$4GQP*ai55Ng&hJU(B_W=KnYHg+cSxU7Cg4OYGH(G3Clv~to58I z_j4EDnB>rOcNgvR5jm%T@|q2VKLz979$k;rmi6?1&*=`{eFOj#@WEQim7F#Jj59TS zu4!>R31`R9iQUyCsj8lu*;b^2gE^TTL9+JE)oP!m zr^|EpS&AEKG7=PTBeVAR8QJ0RBw3q@H2jo2sJ3zZhhD6wqcriT4OW#RLN#< zx+Yik^T6=uT4MErPktB}T)dA23G(HOq^fREtB)$@i+FCHu%xW&I{o}TOC~^)j2?@h0=a0=UQsq$m%AiEL-j|B+7q2f-5)Q9*5~8z>-D9*{Zr+w?27? za&2aD#8#P+J84;(0o&A=`?6Hs2$)HUWDLIpsMvxz5m~;g{7; z;V@@}0&+o1VdhuUgVpj#wN7(H8Ho&FUBfNkhjQ;a3u01=yVj;qs$z@NJ3;8VX>9)(T#gv`t>9`yL zCdt{}Ae*v!yxl;Xq>SIjFO&o-^-|uC#~%Vhl_BbvJB#eClbjj~m^Y$?9c|`g3p%zL zDIRyPAc8XycDzc^#KM&vY53gQaZ9oLYl%EdiEHLdk8ZAUgKKf-GKW)jLY zy~?zUHq+TpzPfNk$4?-}p#H|g@H5dV>YoXNZ?Yh;Ts~(%4XM_fi!^*fWXaxNAtryP zO1Cni_p|#V5RJLDnH2RS*BsT)a-9@5nhhCIeb{k9S=!mt1V$P5lJ@SJMk?b<>Adev zA)Dpl14J1PlVw`DPDTA`f$F)3ZM0V3!5R#^X-c!o0?Gg7dbOZkCrt9ZPjQ~V-S*(baqd~$)dc`|gA zmp-&Vwsgk!PFK}6zQsugZ+E}=go{arBpElBy~McrHHmM*(ApcuZ-pNOGUAC|mztZw zu2Hy1_VW^+8h~DfDTh4sI|cXdQ6t1yW0Jg0U=xfg@E`-+XRoYP=gGj|1+b3-{NcUJERT-g`sZsIc^TNXU7yOU_iqrfWXoVj zJpP@<6Cs&i7bYI$)3jMP{(K|l=w^;n!V$cA|7Hemd3Z#%j+L2tOXh`s?0KFoDT1G5 z1P_xqAhSPvkAQk-Y@cKfBjobQlxm)8=9+p@!ls$+1l{EA=Ju<@A2^|~b1eR0O&{DH z8z^Yqa-|1QvekL7epn;VkgGdY6Q1)E%0fFcQlj1KrN?**77yDRvRt?zE8T$#Us7nS zr#vDu_|V>1ChqYYWMW6dX^kPWL|~Dx$+OWKGuU`&0#k&Y&RkU&VbiaUA-$b@6mrcQ zL+@WYxH7lDPnKh&N+RMET7h@_))^9ExBPOR-kBmw4l;i3YSr!oc`8zo2szx)9& zUpD+Wk`f}nYL)1uP+7Op8d9@m)%6S2<@y1xeD{k#jbcDKQ^rV`o0q~Y&w9!jy-%-X zSaHU&v$nwHY}+VaT>VpKNv8!-CSVGXjRobFp{TD;K}}SS6DCU2Ef!tU;=lGD565tFW{?Mlry=BL`RN zK1zdo^Nx#XiaC0?#xH3?22WVUqX+hj9#5F2R%8$niaM1HcU--NnY4xEWFkv2jH$a&(&rg~^K(|{p#b(x1S(I9I5OYInL^2B8y;iTi%Q zgXKg;kd#E08n$_cJbU`|PvO zShS@x(jL>dxDCSnBX^}yM+_?_rBvit)ndYjiCT$U2fye`oA^h}(+9Q#YuNz4U1EHl zvUfolCMjL*Laly6x_3v!^M1?;gSNvmJ=*~{U@um_t>g!!zY+Uzp4hjw34Fp>M%?= z7xVW(9n-`8oAYkg%({MT6jSx7M93>~(n%lyOXx#KneAJYzc+h;Kb3MlnAYV}g>YPh zy_PRh)KKcsSd5Lz>5)+U_xoxonjdn#_S;AbptMFyr8QCjV$fF&qxYesmn--AcX7gv zHXV{JL@{5-%7ATi_C~c9S^1}A3kwAvEic>EdQ&y=2aH4LDOA#TL^U>3c?zb%ZM*Pd z|2~7!TC9SCqJ@Iph?u<0{B2{S=`@;Yw=BT*>@2Gy6Hz@-;m%9FXl^iaqLtuek2*0o z7j^3NN3^thhjiVtON)MuOG=FIO@%~+t3xHyTJl%gkB9rnY85t>h3Vyj=F10-^k!rh z&=iOmodoIK)Y2GinfW&W49ks-%s7u!40q8=u*HIk15sk~$gGGTaLJBtdwhiAk zg8jf95<M40?j2}M5B%jO{yF-L{wQxlD_23f9<=mbW;=A22ysa**a4rynE<0e5kS`7MrJ>MLjj!qb)&R%;4D>7! z>`iTJNnEXnDBg?;HXEg?M7w(2m5$X#wsb3A8a}ZAabr5Na6lei`SXYn#`!kObL)lp zk1sjAXUS-hUul2Ouks~qFhYLUJD_3xqG#S~)t^b;R>9lgSdqsNaC-73UC1l3{qodC zV={tAUw(6LZBfg(Ue`y1U=QJU!0f<9eJWKfD48y3pLV~^V3&d!#c+~2-t7oq8uwJn zi#IDqe)n6z!n|c%D$0olpF_xSTxFfPQE;1=fh78@473RrQG}p%k@u-wT&Sdbq3`W# zYVmx1tAXukk`@DNI()dw_3L%bI#zGVX|{2DU`TakpKgxY!*VZm12*VipD$26+aG`L zzL+Qyn56cT5WLU;&NdWcJ9WZ%^+&xzjC%C*#bXDBQL5km;SmDe@sDmSMobyLPpA3) zM*e81_$mIEu0+jcNEKpXi_cB-yMv>Oe{6hOn|~Q7+JhD#gHY5$e6Fs z*f{l#^;J3EZ(Xrsx}gvHEgFdG(8Do?4#oR3tlxlAjv-)cD0O@S5UyGQ^RE!+v0YS` z^ZI0d6Wa;T_GII?abK6}&2*w6ZpkADXwH;!acezs$Lg3UnrM3*5m7!`twNIrz#FE5VGhs%jKN;<&oC@5r3 za+DE1_4acu5!O@XvRpRPA5u|5+G(*V{61ll^GhnGapyESZF=i@Fccrwjuee9fPJ%d z`E9naCd;kVvKp?TB3n#lHxX&~9D9eO?PNYYuA$Wt1b?C!6CAjlPrMb!S*1TNhIfAL z1V4ytH`v(-zun2dOE<5%g#RxTUH*Smqm)H3ysl2GeM^a_{;DGKLxT&3M)$>JzZdX7 z&hAr!sCJdx;>sN>1<^W~F8eoU1sAMuKanN;w{RvpidS{8{@4!!XBWIr@%Fd59{g|kDk5EfHy?&C<}9O=Jg0y5_3t-uqykq$|Ci+MLQII;El%ZdlcKv&l8AdNRf zJeR6u`LHowo#0jDSETPgyaAYG!s%@8LnK_58(&c%1p;*57gzZ6?I!dZK+Op02=7_P z#-)qcfpey0-~0l6w`BLAAq7!!3JGOg9L$xykaB)V z#IT}VB|v0gV2F>2NdcC_8IPw}SR+Z~uh3*7Uler9L@K9oS1>TLj~|*J&Nhdc-?7V( z@$AI}%PZhqPmFYI*eoktee7p1)oN7A2^}>6xsh%+nglhjIC0?TL@HPP(*#^O7iplC%BA~Dgv*Q&bWF(? z74Pa7sAO_`ZJ9M^*%j(jXMIkRbYmt{U#elbzZLPv!ebr;cd%dNp`wyfp>UF64!&Rw zP;p0gX8BJCk8av}9`K2<=Qj{O2{F!#QNP#>~(%X?yF{{Q> z<-D8e1djv1Z4CG(sr5yYh1;TFk>{!a1nq21{;-~KH|Q<T&HU8nd^Tyc9$k+zkf^cLkTAsW&v%ZFMksFKkN@Yda66=JK$B9SM%?o$+64juMJX+Subi>|1 zl-Yw7N)PmHBSbyR3+xv?UCUMcHu&N&{QMJYSi)xoJ3O5>V+JnUS>=j#^uLfXIsyPb zm3Mj|H?oMV%W63|w&4ThEFL94S)f!lMrwh}*=lrtr2`}8W#5q8Myi~qtUV!z?y~r~ z4z1^yuI5bLZgva2b`rX}B)wU@VuWEqJ=^cKlW(E~P8A+NimIAgiFnXcd@bQf@ww7* zmDt!=D{%W=WWVqnA-7Bv`KDWtYQ41v11D!)&;F3HRADP;rE*T|nyPZpOB@{a^R>+Q zWAIb{+q)=6o2^|Am$RZde7L%$(S9sgV{SpDE?Ip+OOw7;jm3ha^|;qs8|?-2cB{7T z^k&JPiVAnx0&X#~)V~6vXbJu5y-1+y=q6kd%1k8hc~B@hV{wd^%X{1+_n08w94-z9U2OmKKeV(wL(iB7lo~ zTSI9ouz)~~CD<{(r;JpwLK%g~FT8bPQJ&LJ5U(lF?2?3~DD zew0YA^OZNucwmO}R~$eib@<~_w9U>YQPxD7%kk*Tma|g?_?Z@ct{r}m-Q4AU8XH7s zF(kI$CJOy~#JY9*0ZRR*E)P4EJf4bbjL8;JJOJ5qg;!MP4H9pI_L`sT# zytM>{$)wE$nk;M5Q3ea6N*w1#iF_E>{m{Eld{yL zg&m}?s^C+lJb?Pq3C7`mG9eqc3+LO^$7gxIkA|m+q_~@qA>B%6%dShyh0to|2=H}A z>qx$#c}m5S`%Ew+T9ke+RsB;-xj|#**3VQiu2QWTok>-1i|GnAnJ1Ak5a09Edd^?# zvTh#fc9uqI!xt$N`kNDS{LY3tBg4av3N;Ivx4lUZdJCx)i#8v#oDKt^5Hx6U4OL43 z7*VUe(W3LdWsr?`#8L5WFy7QMHjY*0^}Cwlsk0n2zP{LJP>-n)%m~r`JV4)IWr7O8+`v633w>;yhFeGY% z1wh~v`mtW#Q!OtBt65L6{dP`=n@N|i$S?UKkH2rTK-Abcw?-+^`D17H%d;C`hq4)_ z(k6zZE4h3|dvtiXOJ3?Tp7@dPV%mQaNqBCek7%Zf!@oBsQ|u1Rw3kVauvpQcQgmiv z=wXyA49r|TQ##ma^S(N5o~?TDivgW9tGjmq=+(6ZZY>wRG_~oCC*y~ zIn|*O%_ZNh@4@Tzr7j__Vf$<%B_(UdhYSeV4j_nq!K>TbFyKxJz3ueymTF6~%_xg?YNuWQyj zcHL)%gPZVDCivNYZNE@6{bwkYvD*ZWWFNK-pd}_0>!O?;!xzKo;qWAqL~gVz5P95r zM9@mxZ_h2v#-FYIHkADRpt6jth*P{m0a%i z&jVa=#O5W$qNx;HI5&q6!a}mZSGeDo^dz92tf`ovCE&2%l(iDRz%Z{yEK zqCz_7TphfjrN+pe+2B`X;x*k4Ewi7L{*MsRD6vUK6SbJ#t8B@~qG|&1GM+b#d zh9B3djh6z~-nk|Kn%trcde?C#u66Zs$Ks-iY+i_Zcft$nRY_j2#VbSg@vSzs@#TaO zVfKVJfa>llAD!~y2s;F%)4*?6KVL9WYd@9BQ40VY+EY#%;EaTvNukSMd2p=h$RD@^ zGMSmR4!wLlL1M}kvX3|7ij?9oNO=b9b~)|{Q6uhjuHB;!=w^U!-7~R#^5!s2B|FrI z@j<1;R(}{zk{N+w7_X&HwNrx6PF(}0(Dim!Zs1GHvRHE#-9dN*JG(G71ArKO0%Aiu z;h@uW845YvytOz+aU^+1SEBuaEP!BCFiI(D!KRS33KO-?wpWh$!sEvyLz0~q*ggA^ ztTlSa5u3Da#ExyWfIF*z$JtKSFcoln!5%b}F{Al8Q%u>tSMl{p-0stgf-bx$uO~Da zYF@vtSaY#39^I7Pw%!rxX&mZu`H-u5ty)s54|WBj*fn|x;9XNE^n-PeGa79(l`Wcw z`x>|kY8})^y!`HlDl4s8mVzmG;>Sk4}4r@BBqaXNM>hP z59bm2s*@6j(n5t_{T>y6QST?HpFL5@MSK@CY^Lj~&pa9%`-2kZHukS&&a$EiE9R3m z3F!+|*3E0oAfEkR+Zjg}3J)V1qSNU{c6e3ThIAoZxj3&thowyn8S&GZc;dV2 z4_)G#FBMH1%DBr=FTV9RXg43iify#Qb0?*P@4WtVZqW@r)|^XPiZaXL3mgGC-5kDO`iwVb_Muev zZMJuF4ZGW!)|+-JJG4C{F($22%DbEM6F4^=*hSGlW6~$3mxT;ayRs5Zv&14C#27C? zA8hluKHJqkB5NEHg7~;u&S=ipS>u>V?Q%%k7LaaY`s$akP@mshy`Dt-`UQA@8x$ST z@Qp2M-#c46!hIMDmiH5gGaN}`4T`9$q{IL1_29$)8UZoqJ>i>FMsw-JDbbx_G69o1 zA<~!dCC3BmY+R>rDr#~&VRF-85F6xLrvtS??$g@02e^T<5v3iSIp{N0Pc!Ql3e z%evKhEv5}q=`-ei$%5IB=&reRi+{{PpcbW^TsIqS>npp+3Zsi4mF-3bc$TB3-O{>@ z`i~38P6XTa;=}z@^hcyh{pPjIgLtcnB`YI5ev<0MB*Oz~%1I*ZK}4z#x0h(pCY^5) zui9*&(U4geL@boLm zb-%4+BLqD3bh7wl*kix`XrV*on~!0&b;6Ql;H+$cC7^udi=P#n4CvmE&pX)&@lLik zc>k}^1)s!ZbZpe~DmlBB?%m@4o1x%=K8iAm_dOdcz6%z5fqSePrRo>6akB7XqC9yz zS*{~tAC@a{8%j`S3TM_E66TnMS{BgT)*}UQ!B3pGWR*IJ2@Kh6n~4qD6Fn4d=9-<8 z>O2brGo~p>BwJmsoIXFw1&O_&t1(9-O*Y@FBhKxjw+ku~n~9?b%&l*>aR6ReM>fg# zSuFG~f{A7;SHNex^gheGWVb&nZ$QMcp?hvPV{ZqtJ~%!{lVJzMYd+|)mk)$J~z#pSyW zZn-rtL)!1e$NhS8TO_M@JH;e6@?HjROzTOsbnbiA;~o37sB}v@V!Yw&FBsJPu|?51 ztC*IGjDBx<_#$q-1_Qnx9)cE)5PUC?L+jpmBcDzc1I>WMFY7hZEH)+p!t6_(HKF%` z)piSRR^!afJemce1cDc)xNxWNwiPjfNdq753o6r~qIcW;M$4_^6*fsfxJ~#F5%7w2 z@>(p(m06YyJ*AGCx9yuh+_zeaDm;#J=$KN|ZLo5f;rUn^QfED;kji6YyuE%S;k-x4 zMO^@XEjBaf+|h`I@s$5Ddctc4*FuG7gMjOfHm?Gm!3M+N^Pg5a6oH) zwgf@8lW$GxzQ_##pHyNzxb4;N=rr<~Kgrcm+Cvn_2$Qn>uB$DNWd?y;=tItQ*t%ur zuEcL{)fn^&>xfs6tw2g3JfJ~Gmy&=;Y%uvuO4K1lCJ-eAc`khoiIxjhuPfXQtaE<{ zZLu>b382~j)ofUlv3Y&KcN|d(hZe&ZskT)!Qy$VOt$?(X3Fscd0pT_)LdrDjL>zs1 zEd$aS5-069#0fiCqMm(BSKzh$mD4hmijsb}FVI@lbK~pCLDI!_^Ay^ry>})Yg-W5( z-zh7Dr_UIE8Bu4t1{t}Z&vT7Toxr=E&%Q}J6=f>D`CvDOkNQs-psYj`8>5WnU_|NA^#@F{mQ}r}qX3C7E zE!x4N>WD_(+?=ITDwSpTqk%Q>jyw~pC&l{LH?fNeFjm=LC-aAQ)1;^KOl*T1c#~)% z{tD~TfDqv|-BUP1Z71gwzrVk67}JmE*H+p3nc@S7%&R-Yb|<8*yIrLkk`zg7MlmAy zmlETJicHN4gMB~bphQ_jK0QU2faK;C#ae?qtQWkNfx|jAi{63sOO7(!DV)CLx92lf zS9UAH{V~)aD}vNP!GEC=%9?d7*{A*OWf9HT2S8 z&2fP zSKr>>zaw7qs3M22yRSe|+ZC8M835EhLA#vvY|x$?0mGYLjLm2}kYQT4jYapUd)O*$`==_S8KX~U=mY6sFWJ1Wr=PeR<~zr%ZjKg%t*g5TV}Rz}#Q74h~@Q zXpJBLD`+CcW_H4hzBkhx=$nW%o0MP1L0sbnz)>M36Xrj%yI>(|8uLp=C>`TseFI4# z5hd3uygwUrl>r`b)dH>lxmf@WLo~bDkG^H~LN7mK*2YC#Co+Cib$xmG`IJQiA(WAE z!Nz-5Eudk2Aj?%Lk4GqeJ0WPWCRrbZ_uYqu&w1lR(wl%kL*64pIR`Izt?Vm8yogBa zqzH~&AcJfS6E;4bMTcAXHXpGSMmtX0XGQ%mLB9=zgJpe64=NEqC5pdB;eWn-)$|v& ztdq3;j}QIZ#|_|@jXMI%+KECjVvf5grl-wqURnybcfj z_@3xkuM_P*CrAvw(m7u_2oOd5Zx1N?0Sz1e^PD$BQ&j((0q_Sx5)V9Wa31@gwmm#q z(xZUU)s_`~mj5v0&z=6?SO3pZgAaKAv&z9uYn*>=fw%mK7LE3Caf6y~8(OgBufIKU zxD2|3fIG&^+$pYR1RHIa)#dQn+`2~s9{)2@MzA_q=r2Wi!sYqqj^ zgt0xBkVHGuxcUq~L2?an7iHtvAhFW7EfN zk@#1Z74QgEpEJuQZY5Q7eB&oW{}7S7Zfuc~T^3CEgK{h_fYr*rh7By>x=Xh`oRtI@ zz!o4ID1R0;HfjJ3=@7{CywscBCHdL&v-jot^nesbgG|4%qc~w7{*sH;z*ufYlB@TJ z{CwUUU%hSj7VB*q!(nc=<$Go(54)8c(a{5I0R+{uI#xHiF)Zk78LabX(=1QkIbHI) z_@N2uRj%KwH@%*eb@J1(+I8SaoP1|Hp4*-QCqz{!HZ>3la@_jq=}B7 ztz5gVw{bcLPQ(h@k;tY9`xp!ObYy~i!-y2IGRvG6>{4!Z!9%)p0V*a^pdJfG136Xm zpYH&W$b1@cy)WVD|h|M!HS78fuTN4xOuVtM}$Gj}O0GJZK@pco%=Et^?x78<3Ke|~*+)`tV&v%mzdAGv0 zlHz3F9M1Q=qL7*JN^N0g!RnsbEoVoN%!AoxrW{P?iOIBT$v0_OXFn4woSe+wq7UK? zYR*$yevj>?U21!Rd!Wyj60b%N$OzTA6L33kf>-iVUp7v(~-=j6s`&>`xtjGXsq}X2`4rmE~j`nw*KJxBhDnN0GY&bTtbDkE?_k zv-QHE+zx;W0U5sZi0nv#W3484(#Oj~n4p_Nsb-l~qsQG)V>hrp2Qu$;W`x%oy4#&a z&+~rGv_uX1hCyo=fk7{)bkeUTCj8Pm{?@w1tt?9zGr4l{gr!6R6a>iNo>)#RWSRc~ zg%Dl0@?`dnwa*I~*b#A>|$WV|T;5;Nsf0b}Z#Tup*%8Da~Bv$$Ty( zY$RB=>k~8-lLR-8-R9y2NGDB`r9izT7RPO@HG95BPNbYxK9TvGC*ecDyvO}|=rzlQ zx5I0HuQKE0eh)fh5I@nc1cx;)lT1sUOqN9ZxYDdF0+hu9M{CZS@OTrnXk8FDF8Fkl9Z>}AaX;9SR10ej+*s!8*S;LrhR(0 z!4gh!ekXU(j#*Lbs3W$fqQU@G4D1ZS^CZ)LZ&2&~-r!M-sKS9S2$+87 z;T4W$V7;*&%Wo0++<{{5OSg&PvqbhkTRqWh12h7~-F^%OOi1okbbBz%j2FP?2azZ?sfhW(VziykkQAsAc zU%a8V-wS@na=sT-$I0h)QBKTjTKh8t+V7Rv>bk&;+zz4>%I=x24d05bN~4yqRP|$ga(ly) zmc*t*xe`f6Tc*Vv!(VSR5Cy0634Pjb$}B0*y2b9yHpheDoC!TC@5FQ{$zn^#+GF

R>S>4W)epZf+t3z4TEleRXnrG zq7H2YsSxeCgb0uIs)k;q^_b7HM`IT0Gm2T5(Ac9Ek->m5lg-=Aw%7t)jpm|lrr65P zB`2p|zs<|Ff_uU63Y*z&>VsNez8r*Y+4a7G+vb)2WEJW~L+y6V>yLMyHO>oBr^5>l z^HU_)Ggrr0!g@F3Cd9u3Da~hpKam*P9^&sg!|>7Uz0S(N>wq1RGq@k=vyVQjiSH17 z&!|lj{ihc|oXy!AD~JM0Gf=^UL9a45oaC+^LiNUJRx`f8F|`WYQ{c`BrT86 zW{$<KNojrv0Qc=V%@r!FbM-znY)&Tn&~uV7G(+(2%BI{66fK zT1ydK0vK!+Q?!{inADn-c6fjCqfe&_z{VirARSIoqFBY$ZWbf+x^lZrND`c*2JhLh zem!sIdt@5NZKvx|`YVpzVoRM^;98zka%P=byH0YxZvWLexeeuDBG5&tFCQ08zW%k> zu%LT0$H{tP)=#3f-~-#REyax9BM7K%rKUoTYv+1;0X$Dxyp=WOf~m{--1p|Nan8!` zzUlnvHg>?fI-yZQPe9JQU5V_#n^6R18G5+FHqT-xZvpWtL9i%Ne`PdWmuY|WlWw-Q zuxy;NPMF=IKmA=_j`81n75nWq;{DZAVKm;1lO17^Ntd})xMT{@Q(AJ8XB7DQwE_QQ z#kQW)`5xEqnf|PZrR?fyGZH)(Mtql3RspPDIpHXnsbK>{S zB1CoYQ+Gc9ij0@=3>(TKckI9B%oPgY*FU0QSe#4=n)>y{Y!o7R` z*Q=`C6colfl1#W84)90Q=ek;>OIiFlU$CS#*Jcs5yUZtR=(B0oAN?|LhORG)!hJi9 z%Z}M+`OwaZ)I8BofvGObcb<_&x4xS1Eh(2hogOzZsnvaX*M0;E9%(P(`ktP~#amsP zt$_rN0ST+hZ@|8ANVDP`dx4_83?66b`!T^Ri{bQy3GtS$KnBRgyH&8z15es&nfXv8wUt~~gk!7To z5v{i;rqRN)E6d`m(<|%G8ahKslVtPt5mkbvPvD5Z5z0|xM+utHSHH`r4^+m%oHBvi^KRi&`d4--Fr~y6o^h^1|9N z37!e0nbg_Nv9o{ZykX657??0~w(z4TU<`hSSo3ch<#Dh-GI@rW+ISHFTsy#7(%qtU zGcWp>dp==FYpk{L4ccexPTNQ;1pciwhoz%Y-K+*AX1$g=U}-`2)%fIAmwxSZB@kw5 z&=02&N9@*HUT2`yCA{EUw1IM@HU2nS2FoU*lqSE35o(?G7~Uy9nXeZvlnSgoVWC(0 zvN6y)RM&8(p;{Dr|2)-eN^7hu!Wb8Iip?nzsLinc9dI@vTN-FDL1-<#%wnffr5{d`3AKp(G~<7juh&m%?h z>DwrSv)`3RB?Rn&Et91>-ELSu7tO46fMw$pF0V*V+v9wYBE0NQk|HJn@yQVm*||2z zr_!L&Fck+iB0O}{5iX6H*6mj#OJw+4UX~6U@lyE4%(ONr?9X;V_qAo3BTFsGCGGl) z^85s(oD;Ymrh6KYCST;n5RiSfb+yD+ZzQ%tt{z)y-iajE@wqo7|EjXi@uh)Z#Qi>f zWH98&a8GH(-9xETKV+7Qv!$!(p1tCuMY4CTQ5xG9rOfL=A>WDb5kFU@G3vrT{xsT}a12fdN?VgGSQYz7|Zsj2U)%-R_+%3f|273Pf^*2oB zhgELx-^q`c?jqNRd6*#!w7~Fgha7ovZ^Ku?ek)>*A*nRG+Rta?c>$vtTX#{P;BniM z67ntRapAUsxsjM|^E=y4Jp z&L5OLNw=US5%sCC_#vufAmAQv0J@kJb82z(+AT!;^u&1b(soW9u@7E-d%odR#ARXO zQed;aox9Lub62@UcNa{2V7FJ7a&!t;cDbQ7DS}rY?=1Cptqrv?K3k_i?-0`@T>6F$ z+zi#eNNR9CKY9U$OL3;7@P6!(nK!@o3BzgIh}k zhH9$+ar<4fssROPIRO z;dAYh8`vhP$?5(J-WNzxCJxHHVkJc_u?3WhoMm&`jB7J$RlZ_Suvt&W9}$b=%=pm(`;w10nmE9f z`oA-Ny`?n#)=T05Rt{HH8C`v{G0>1-68YX`8(I36R|kb z<@rn#)?RzX(J4+^v3}Fa7s3%Hy)Q6G=XYhia=Lsi92_k3k5e_K!L9{-c~i=G;;`X@ zK84lMao521?Fkw0N9C=dEQcfxWmP0{ctR)o=t+9aqU&eqRN+)1u*Mw>Jk2A%d@Em} z%hkp$Yxk+>dYNY@uq(G2znjPhFgcyA3+MS?_;Nu|FQrybuA}BX>u8r6@#vae4O_hD zB6|*5k0(A~9E=hMwk>-bOapaZ@*{dH1ZI0a4HUkOI#`B?EEK@H1MckJNrS{-79ZZ0 ziIe@h->+W3b!osUlg*^7&u2GUTgF`th@r|%c}o@rO^y=2n%wuEnVP_TLfgYsjMjWvqhX4E}k|9Fn&m zbH%6yR8PS|#p$~4%^hvQNfgNTul$5v_O^G+%vSGD{lB|? z$O8|7<2m?0!l2h*ClFNuRo=}viuvP>UNeYkD0FYbxjjp?6P4hDPkimDbq+qW&Kkl-5nlxWY^&YTM3d_#CR zz0z)==e5_7+JWP`Crk$~P%O0zSSU1*DbZ&*aQM~%yFAj+sQKs!9luFAdrUj19$h+R zEmu-QP;fyVmBJ=W*Rt=UX!#VqsLpO_JZ0mb!k(}750k`xNDdo|?s5xpBdgFUs>El| z92YLt0B$xIUYh@Wm19$k^5Xxr_ts%ic3<1D0wRhCihzQI(juUAhl+rtbfX~M-5{VM z-JODTNjC!q4MPYcF@Q7-T|@KjLAZbTJooe0cYMe3e#iUx7vnXvbM1Alwa#^}9S+jl zEImOas_g(=FdEJ6%mRgUYcA8PJX?pm6;5?}6z=+L-9h>%tc?Y%T^*X+o?d2V;MZ~& zrv+Y8x?Gl_c(!bI&J?q(nDI~d?-@8fcG$DfHSU;%f;0*|?Tbt6JWgM^96~;s(U5v$ z_OQv!jtd`3z3qW`c3;yMO0JwT|7pI*ujTShtKfQrd}g@=wuxrX57(-NYf+nDCHPGp z#&`Cp$`ALE2uc}t*WRRZ`_N>FWs!KhmBNr5ri58SW`4EQl0eAP6(7OwH-!}-d<-h!S9L`vAYcuHMkNQCbd_PeLW91i0DkArb7|FGf!2@=%CgW;^kviCY*zN z8ytm8Z87H3g`0CsxPltZCQcgqM_jj9@SY`&3{DjD?gLeYcjfyGzod;v{f4==YL#&$ zNv*bY;B_xgx*Sy~gLppUrK=;lHMtferK)Oz z8+mna2_%SqCB*qo8hhZ&!Q_G(=&-Pm0lx>x5 z{P?y>kN?>)Gz7XCY6i7F)e}M#4?Mpd@xC;RY=Id$RD?HQZ{B%umEZwgd(^{HbRQ6g z?JIv)Rj5GU8bPlcfOz#3{H{S8tq6ohQ+hr!3zYZ_EHCkhiFYM%cT$Q5NN1|{(WK&% zavAM2L&Ti>ZXsVL`faYpNpxuaDH8GOlGlBZ-|3RSo6l$C{-ccS1bIfg7s76$ z)FY~Kb;ZN#r7ro&ygab;RI1vPve93^{3p7&b2WsLt=?<#FObunh|6~8%iY6`mh zi$TlM*u{=)RdU^47ScmH`|{1F6wuwWOf_c4UgF`%z+2vLlq#OZ+0@~=6(6_P~- z4cdmgME*`yI2|CK1_~cWxZ9Nd>jc1nJiAkBmo(V^ZuNA)jnu$au3Y9+Mxoq)qt@W# z|91T^s{$6B-Wy?ErFQOoh6ObY<_}Lz6%&NzFMkWGw`?SFe|>zgU%0sd7d>K!GRAX8 z-u&SYU$q&3d$!C%k|;gsyt}S9SYZKSZ;fUy{0#W#UQl2bPFIY%`+wmpzBIVpLIadi zkSROLWjQI);kaN+shS5f| zIa!aj$op-pBv#vo+ss1SGwgEH;8Fi1oOr&wDOT*+ovU2fM*GyK^{p^@Qwx(w+pWh# zL4jvV#t7@Kp!*XRy*4_)$ioP`IjpD&v6m`1vIAhT6eWFMri^Lk3T&g!aV^zwC282a zeG2AmG0=8BfS6&3T0nkYE{sJN(Oo^0K=_ z912oI?ZYahL7S$QbybTkwvjLrUJF>E;hpfo@jy^0wBUT!%g$Q`24+imNg%5Lh^n_nkj zG24@*mrD&$DBSv}eLapwinz-1cdF~&AW=qF_4+zPVSAHQ{4~IcUk)61R^Tr>&2f|Q z+Vl0A9alIM!lj{3z(x%v2tp0Mes7fnxtwwZz36h~PZYC{-%#FJ z>!;i8w_Q>qa=ZITvuaXZ&c_}*na3={t&YvC=XrfHq`UNH-A%pzxQbrx;G(gBVB6vI zz@|N1YvDDrA7-FX7z^^uDw{tpY~7r1bjxe$&nvn`$|CEBOFB_jzF8S6=P0CImFBKl zIDHf|crZz5qP})PHE5IP5hg}kY0GGXXu79gj&ggwdt%D(#M2G@+?3g$)X%_Ki!tQ&RyCa{5idPomw zQyN30HEUX{w@A#=xr@i{RoTo&Y0?BEH<)W5>Pd3G@`$oGQC2z4Y(yp+e z8!aCnzLkt)QBg0lq$O>Qi> z&2-#}HNq6%139M-PCHjfUkX&GHulW5MKVOgrBboYYe-oBN%Y&n`*=(%Lmr9g{4zLN zI}D`o0)R!ZOXT=5VqxjS{4v@-=G@|sjUJ0HJ8&E+lgx&KRToafJV`m&6qfuW*S)b=lC|^0ZY^MS@L)C%JfP{xTv$OhwxF2Ytbg6Pn|6#U$`73@YDC3 zz#^CVwOE_sQ~i6g-bwjtY$da)jooJ$V=_9sN3_$g?ep2=eM~J zaF>b;^QFs5O-I=d792atZ}Tg4tqd}#<|szGIM?5wzdFK5t9+mwL@R`te4QNpWi|(v z``^GtrkS<9tv9pfPa+hagucrJB z_uU|Q#S`B&uj<_e9ALSbjs#<`LhT`nYNgUwJvWW|3etYMxJ575!kVF26a{kdiAeG2Tw@=zPO;}-{GOwDF#KR=pk_lN zCr_2i!l&FmV#hU+=hv=6#TeNU+XOqr;@G{%d`*ofeoO*~i#Pqru64$it&IUkV^WC$ z)ZDw9_+wWBwT&04kKd^=KrxR^)hd)FXc1q&KG%nIQ=d-TT4;02n8vzvriMVq#wjM( zLlJJ!)6g#l|=ko zBSR9~=w8-r0_RHNje%zS#$8fgJ&D}wTESxO}KinAb(pY`5yoJPUFsmPOB6eMdTuMGBR} z?T{!fnY@;m2pb3h9{*BVm(iU(Y)Cvm%mfY?S(2QGA+YBpef)w4CPOBZTpe#%^FObU zY^0BbaZ^2t8Lg#}2t0bi0@tRwUM5oSZ*U!UIY+_w%crAy8rz_6dt`s`%xE|x@-vnc;}=8mUl&wm1dd|zp(}!4r&*;4m$5NC?#f*Dv-TVE zVIC~j$ANrwI(9JKV^SxS%f}7xC z7}2R7!Qfce6jn3$7jU7=vc1*@Nh5Mq)*`&5W90K4grbd`t3e zFDq^K_3AAZ!<0Vmw=;frm{M^9x)~%`nqLfyN__duywdAmY-9v3A*8i0n{}de`cTS3ncznZYZ5M{aL&W+_k;yWKp-JWWWwRGvOPgn1TD`r_N^8`-ayq%Y1!- z0iO0N?4Knf_ngWgNVMl4c$I~Zhoe2Vi#_{|c|8smWkkyR&emgF?X|vb1R~3CM);?B z&saeGxOqm^i+Dih5xt9KAF8moGq+HqsTUka=aqAUF+m3h-i}Gfyg_vHrAi}&Dta$S zVgSq~AR`^r!JdWg)=tbVr!Q~TuKi?A{}$cRGu3d=UOJKZdcD(~e}<&zZh^GXP-Q3^ zNR;r4VVe5we;%e18|B?-nWFDo%9w7C+#39$t!ykY9;g4PGre8;V}^LQP}cR3QnP(# z`>~9`0%p*lGIP++~D ze+Eb8G=QE;5(Na;9NkE;`p1`w^%$t^78J}Wkm4oF`gESR*#!W=v)vnfmwO?6eDyb_ zK(q_f;?OQPbkH!wJAWc zf^bq^hrwO_jD7=!bSVTO2VS-7j|V*_@w=L0xvy{R=>={^d9A{ALnt z*Ufp_C-(WQf5O(+x}hV+aqLcNaWP8X?rSJ(osx zoC9{uGt-*J<|d|W`g;cKzL3&-r05gp0T+Cxi^ndnr;o;#45Y}xJroWo&9QnZtw{8vh~$zwFlmQ35V_O*u)xi zjg}!eD~-?-bRTMzevb{hPM|0saA~vNwC%8`N@S*CamT|-S;5M`+b+=@CLq-sQLo0|Y5S}fhZ_9F5@WMa^wkA1!cth`J!zeyuA?*MYTrN?@q@QW=vD4oCF*6yNNu+Nugz|cF-YEb3~^o{+Ufe}P=$23KH56;rG8#R8x+X)#Yv{|{`Q+pNn&PplV^vYY`ZUe zPkT4s1F-F|M;PyN<+l~0z2;9L<{nPgKDMMA`xmqDKvR|CfMZc3ZqXrSsfOY?iITZ# zu;JyTKU>oY8xFVyvFg*0M-=J2w=P%A!el1u4EFH1OLG_z5nWV!_d%Z5{h$)$6zrxG-K4@I zUJmIv4bHy3(alr{C~-EIIeHuQ31iGF;xcVkQ;y{7HMk)>dXLce9PJ^&GSfo@qxAWb z(l7kPj@{j+vOmbEU0ni)EESmp zd3(?J6H|p{adM*QHD4?<$~LIp{jF*f!o&CxA)paYVTf_>BsUh!QOFd->%OSr`c$h% z_}tO&-Sylrgm*Q09ITPLXs0rDQ%mSFUmW1B&9#g{mWF9j{u}yBkfIv7N{iP_xd`8n zhs&csVK?Es)vOjaU{2hy49l!&MefBd?v82U(@CCU6DAB}@nvil1J5>ZM5n^Cr-9)= z0dHexYL;nn`}xdfZh5#uyDL$US>!5_wKp_ZnJI9)o1iTk-))X=gI3Z+4kyStNQ_+d zQaq=Hm9pKVY}~Wx1E^vECV`jZO#qm1T+gK~>IUUE&kQophASiH>snEDb++Tu6ojG! zxA?RJiOrC6JEkt;u`F}~T0d08)QzJazT|5frX9fX7+DVo$u4R`F&9h2bWj;*IQq@A zLz^~ErkFQvyk_F0KLKxOjhk)%pZNR}n4=cP+1p#_E{5&fq~n4kVIF(;(HWkO(8KFS zJ5%^pS-zS#OBz5HzaH?ox9w73pU|mpeAyTy)huG6s?7TvjOc!I?;IE*O#2AjmhXQ77DT;<&(NB%>cNmjss20 zXCr%yGV?w9YzAvY_?=Ut5Eb$Be`Kut=5gu+gmITh-bR*9b%cHsB#^^CJu?_}LM*J+ zlUpguSQkzxa%nTIiHsLSXG2i(HjV+QC6UJ5R^IzQaU?S&!&>a0RT5`HA&UZP)e`AEXQf$s9SG1Nu?V{=+NBYceZJ*abqVtyJwbvzpk{l_pQpfxavcqEf zdQJgUTLCv?h04KQThdV4=L)subQ^)w))wc~@EShl-P8tthxYGllT*tzZkH(wHEU>A zkmPhvecZ@iYim9NS=UYzYt60&F6FuggQdHo$%usaz&{Vw*-I#{NmelsSyf8rVSbMI#IGHRD5}FQzCJpY@wyxY}jpJY_cB)npz&N z?2)(kIJ_?^QF9&IN<>+|UbO;pvt5~x8Zk_oV*E+%G0!QAuA)$%O@E*7Y6bDk0tGQ9 zmHJ*1jar*^8=Ld2!rv@k{Z!elda67K&kar(tsK-sW-I3E&E{IPm3J|>g=VvwKkx@N zMA|@50j@Cnz4cV-3t3(T@v%9wzO9+x)mwTEDY#3Tj0E49xZ0KTA{29BzudIk=P&K* z4a=|`4HvB+j;I#9A%Z790&SiNMAUBUVtT&2wSy?^yP=hP#5Z~dDB1L3Pt7HJ?3FB# z$VJb5ILI~=-F5r*k;J-o=kBwy3O1EkSrPd=if3%QN7;d4&aEn`F`bv4_1l%Wt5`n2 zpZ3*bm>vnz3@dtLCGKG1i9uQUrdRZT29t_STq}rb+LijKwIqNIJUtH*cU-VVk}D7Q zcd-`*-d`n*05v&{G84%`QJawCYez!H1KB3tc;ME>h_=Y5URS#~PNZ~=Acn=PIzQDY zJTu)cmr$!elGy=LYCQP0TrHX3puqK!;ak|=5jy6elUe7{k&Bz805rrrtoo73Kpx9t zpUhM}%QWDFZQdCZALhs(IfN$RUfsrDCt= zd#ln8>=u}v_Tfk>(QV#0yI~=a!8L9O8z|kVivqGzgF&8ul)e;6J1ETdEFS*=HnuH( zNSoxhy{gJG#)L9u?Q7nR2&o5Y9nU7;CjUCGLpn*C`pXi)SS%nrdwQJQXHf|mvq=`r zucmAq%O(PH)ZRohCU8oCS`@5)YN^`OwPR9=9P*o=w6!YC2Q@&QaVCId+L9s_{b%xB z*RyHt6`{&5V(|l`D>YpLw9*L?q6>nrwV6RKd?*=QyEHcgnxJ?2s&%>lVwHQH=oBD1 zQL2+7rmN!E3Eeaf?2=7AKKaym%v(`TM|H%)ojjyXkF5MR$#*`H7!JU;y>S&HlM3IH z3LdP@xIu)poDQWNijJg-=wCJ^!hCJ#%_9R%j!C9h5{}##hzQk2U65u*AezYAiF;

6x1v_ABNsm52~aEWCE;_QZ!se7ug3& zbj-nga?P{cGc8GQrsLsjT%Yo}5-*Ny9=7kI%^kY0#73pfQ!aWKB=MC;X3n~IJ0lo;sw5Oc_1t1TU*`Xg|TrUPP}Wc1ul$)n1G#zhG10 zgkhM1T6m`9#CaxgkV>qE3>EVr-*k{c=L#jD{piw*VS%n`4}mLp9WC-EekinIU|+Wp zH>k4^%{UMsH2H??S5nH$H~U+h&`^c)Pb{II=}%;n_g zCb$SFd)s7X|6pS8YCW8_l!g1O*O^#DW{$>iTRzjvcM{2V!jX#5r5Sg@F`N!qfnuK~ zK|i9w31_a!B{!7#m11wk=K_2T53Ncq+0Vepu5L$Jqt9y9`#()9)rw~xBZZa z`t_rq+_?pjyk&=YTHS|e<0*T3BrfQ@DTAV!XmG%9w?{L~2Hjr4kl{xNnyc{|^)$wm z8t&o3mDPpkU38lQ?krgY_ErcQg45L6J4KVnF2Y>%sXIASY{N0aqMp&8(5EynU}+4Q z)upOEw&z$T>JZDJn-M^^5r{KT*Ej3dBTCZ8Qd2aqilThh=Jf2gV7kS!uDCem8!*=# zniTE`(oNgle;gxDCgLxaTodnUKcUWc_yHfIzw~ahJKwX?O9fFc)0*4Hg9WT`Ls{N? z2m~!e^Yd3jC;*R)VGOEGryU=aMeKM8n0ni5Vu@aPOm9IoqDJwAo&(#h^DdTL??UE3K1*^u^&laB6C ztya1GoRPye3G1qT6BI>{deV)WT77Qpq6ewXui1O^M4Rot7EJ-S$_9!@H$xWoo=g?4 zH6vj7ZU9E@y!L!(3^RjrzitgyC5MYL2T^tkUgTR30jKA7Ad50rzD6k_XlTC5KySvO zWbyKEH9N8*_<}zngYiZ+ za;qFNbGg6081}c9Dqw~1i84E>3L@<&Zkt)B*oeoCNe*L9>LBfUu}s52`UB>ZjTjGe zTIo1bwK1n--CWK0TM`+S^^oUW6xevH_fkB(%M7E{arC)G&<)+3k=E#+x~x3}#{SUr zdOvBZZ@mA;a);Nv)^zyD-)&&NE%HH2d?Dn)kQ!S~@pNXsIbNw%+K2T3(W`!0+y3T> z_GS=$wQ;AY+)o?F8ue7l-=<9^%{$~qh0%|KaK*;!x zRBMW-6?7dC^F|5|8RIy&GzjKPGte!)Qpm3@5`F3ta|rn1r@qp~oZaE#K6>43iEeF| z$1bD}-A62E*dkbjvB#nsdT@9K&jAL~22V;>2E}awozGn~Dy`Dv-) zlukNB=*BZ{qE2b$Rg>#=#|0WREAf0TJUP}IN@kP_=}u2{_wI3h?K+`x=-lf@)*+=B zK8vTq$L&&XFtXg~)L zX5iul%ROkW0k`|ayTpE_wY~0%s+EjR!51Zj`FbEHw){sO{4F`wj%tGwe1L72QvS2p zZ^eDH3cWC6T%}0VU3!d2WWY@L&p-S;ILIC5+Wt1QwZ5^v^b+&QF^Fa+E&c3I0u@E4 zKf~e+_m?)iR({d*x@>Q&j?Lr5pCE#W;{F__-5Q4tHG4{f?c<{w{)BRhO#;3GW#ns4 zyoKDzYQZi=ME^+J9+&IR$19T3(I|4Bwj*NPTAG4QK0~s1+_%}3)55GOE8melX5m(6 zcAiKL(u8bqu5BF@oa^>EE{eBfuQDTdDb=#A`EFEKzSjY$cvq-=o`vfU%p;#gR77|Aq`4$?#Fd|c1O`%$jALpxKJCo;=eHKe(99Rgpl6yxlYQ#XyYDnGs7gqAZ4y&FeFN6Na|&K z_)PL1F6MUhL)GFI!3^p_=kT$7)%F1n3N`4pogxF6ecu98o?_?PWOL%vUj=C>ejW@_ zFBp5l*k8$Pv5L)jM6%pei`i)@wlzk|tEh^1jKyU?e$yWB${q~9*S`GdMR*@? z^R%Lk`?1EsaFW`N9sRd-r0?>zyv= zt&mRUcNx$uaC**<{<&Jfb+F7O*miz9Ofyed-b^ncg_;d(;qJFFQ1De*{xg@z(zj^S zjC&W)kZ3%yhagjte>uXw)uo_)1Ek5{TiP+bOs|&raTm{3n!{}L;Yyr_Oo=`;G7uDs zT~EheqU#{5VMTdwJBlgDVT)D?W4i}i~P$vYxr$hJ79RrJfX zD-X*Xl{7gVwjJa?t)tuT#<2^Ejb=!Vn1Q_@M2(%c~&#+$U9_(rJ>d*O>ZaSzkt!RjvxtgV%P^w1W9%ZH#!)Ptmab zdt*5+XcyzUnWqyb7%DwX46kAukenmzse+i-9K6T#b^>l8D38IQ9r%bcBW{358kIfv zvp`jztUy`&IytwF%@)p)WlBjLD*Dy1f<`=IiID#5KKca=&@;rK$wgLmTkc+pWD zmf4rPqM4IjTs!?|F@)jo^`F%E%(TV!)%(nU>`e0PzP>c^n-!*PfOn2GH#B#8N z)2pCcspM~r5T{N)?s5k`k8z0s-cMDnO3QnF@J*}TfzpR6^*ZlMVo+;4{^5$DgdM4q za=VOrg)_#Jjq2GHbTSd8Wd_Aw%qIZQBpsv)Wn$J><1+eUklCszCQNY;gDu4A_t%Tz zAMQO=^q#f49yhL_AmSYf*SEDgQqo%5 zjN=K1TdJb?utvwy%@t(9T!Rj$`jzilYcc7G_7^VPTNHmLtT0&o9wX=kVSQ?2|6IA+ z-kqshs&>GnV)KgrmkN-GSKSVhmxixf?@mo_rJ1E8xD9*x!XJp+d|duj)jrUlXQW%v zwTeF!w;NdDT*EB`dBo`DW_J%4qOB7PySpdNt%p_z`shShONpOh0v9oE`h$pSH}7;T zIWTC={Wp*F*mt)}7eOl8oLJYD$Z^45{8yJi1x{5@a5G1{x&=hH&|)fDyJbnh`oO7t zv(|Dg)g+YJLWN?pVr)BBSno-7Q4PsEX;5;qRoW<}xdagNa!4gV`x-s&|I!$qlshu7 z-GMcv_9D6-s@Vjn(zj07eq*rdcI6k$taLF36*^1ywOyZWR}JoPFPNYzXPZZ&QoZ(g zWm{~Y28-{mERc`%G$orI2i&owrP_KXxm_1J43K(9+GGUC67s!Xj$a?S=u@?H zEv~|}Z#2JP?6&**#uqeIRdQgK;*8t)3lT<)LXv|Io( zU!PumeM2qd!Y-d3vMG6Q(~fX1i#wlR-mMt~=qDI3A$y;ABUR6c-0 z9t7PKA*{yxrStdTkH5jTyp8H+B8+k0UE;O7P?4kfU{GS}bekLRXw4NsYIwW7ynYo^u;gLdqNQq0;vNU$7wum23RT(gfnOO3lpSawz; zi9>U?%uu4cusNutFYW_Xq*L&wqCWI+G$7_EQgaLBtqtC~UtccK(e6jYVC*5YNnC%I zTTS|qAjZu#fC+bY#ts6bWpw(>Luz%-swEf zPA|MuRj21alZt*vlfyHGK)*XUD6wWJbgU$Hyg6t|y-uye48B+LGwbjpyyE$m52%1k z{(=mDst5T6xQ8!tIhGcA;K*hv#1EUd*oOuKcf`cKd6M1NLrL+ZYh2A)v!BMXnf%6l z>0o{=4q$3z*68+yo&&&mAWossa@$=eaQc32E*+#<@Qh2EZ#X!D`bZo|9bieC=E~w| zF~teej>_@$x_~NMweG<>YV#y@qmQ+NJ|ue2;0NYyE^lSbttftpRMz&8pNV6dQQJ&1 z5;6Bi;|4X&V*7Hqpvy0zAVPPTyb{uFY@e~d#F|sp}S~*{-uk$H!zlo4T42P4~R7)rv&iPnMGKoiXbcuu|BndMiH|FAwbP}H) zdN`E23Gayf4Z@btwd9iG#@n@8J$)O?C_!Y*|}Z3Ls5+dAU+xm}IPW2*LT$ z@JlujR;QwG&ccqSO;rDQb@_l7!vFCD&f%}lC3f3ivvL#l#bMJy8ex$?)g3%QLNDj zmR&)+2q#8Rgd{{xuT6Z=nqbK##sE)2^eyt5*TVluAZ)=@PK^4DEwxH7AS~;0!JPun z_pQBCBH!x-E_4zz*7@82LCEzR3PZ*M#q5K(CIE|&9J-7w%BE1Q3}jEi2i4t6F?D-h z_9YwN4l{mQ(*o75R0$&Ef3TEnL^_|MWM$V2lQykUKZextUhKVyUFGty=-H& z2JKgd=JE~;IG7cAkhzW@SqXP`%)gN!vyeFw4DINa3`>DshotJihP*$<`|_FgYM4pb zolg!UJoj%xN1`gJ#QPa5=7>nP7GrY@HezeN**Lu&p~5xdUIRDegx_Ach=zgn&|io~ z{~b-PYQdPz!pFBBdcf@A`-COj1`rSZC7A28MpZ>*1h^jv+LV@S zu}Ikdf-(obxwMmR<^X%hX1zxJbfZMjW|q2j@KdzLEp?`C^PZ74z1_{jiic{0{G6)0 zF1=H&^T}Hp_a8W6?Cz16OBxU{1>gBJ*l#u(O1tvT6|v+y|0JRnDYM?y^(JcNhA3I0 z{TrtaEVI!YdKG0;1Q_A8%HIQGS#`tXM4mxjtaIekcny0}&mWGsW^y5|69~Q^eHh+PiHRR+L+ypTb^_k~k@2SFKmA5*N@>Vih z_d{)R1z-+IV1(fJuSBj=`D4+j7vn_*o@_iGMYqDm6)dxy6vUtQQPO~?vW!OVy7Ri) zQLWf=NNH?u#u@@4x%p=?2Js(Jvbj9w)IoibLN*L7U!D2DL}J)}=|%A|&tbX{iwS>4 znd$GbX&XWTB7(W0bcqqW*`=Zx7^HsgqRYuJz%&Z!#z{YE-zdnAb`sT+zoaSiRw(=G z&Jja@%RJ}F7*3b|g?fWvW3>IjX42_+|Lh2AGN6^`SYq!u&|2wFTRs0ntcdcr&kT*4 zWme8j?6grVJi~Y3A!SIylRxr*(%RXtg+MvtcTxX;>e6!pR%O$SR+gsVsN0dB`TExi|2&})*Gwl`T6w;aq=W2kQY!3ak_NjUl+CP zt>|PsPc5eCxz_(#xcl9y)zw1*-DroZJFZQ6s~-(LSJ@@r3JG6wJtm0Io;=@T%jdUu zK3%%%5{9vJu#tmSR&X+QX)yNRi)E7MTK9Yiwu6vvFD&Jf7wq9hv`a**hsvvXbAQPL z3q8e+xYjQuY-eNn&r?s+D`M~T8AhK=oNM&-YZT#VH$TN*s}Vjs>3`(vVm3-!0pF#M}^5~eaQohtN&|kWLsuNEn zB*he?&HidDs5Cm6^BeZPLG$u-cnXflQXf>n{}7jtD;Y!6q?3Je932;wTyaj177*Nf z|4YAyG!^{&q|W{4xJJbb4VRngZq&!83$_Zj;gC36*)IONS9e?)M@wY-mn3$75mKdj zGUkj}x?MUu`goB@IRovGV`ccuv(7sP2~PF_*|EZLrplU+A2tO!al0SpA|@@;k^@6= z1wsa(391CqN3JSr+vI=LIF@G=d+=9_jivm)jPT|evw!JHhHv+$>ywS*Pto5GJt{MW zeHRuM9QR@&pJx+YC$3mc1-ny#tmwy2ukhM0R=QT%-&1`lP$8ADBV8~T zej+4nH9|G^W_=tCnMxck!^BkQ-b_ODS0nW9Z{}j88bEQ<Vioq^NScnCsyx z^2x(Z5P^FjWE(QPC4Qon;uK#+d-A3)@dKf71m;ZVPe8u$xFMYVQzTtK#~g?Y4CPagw0N(fxh;UnesKl4{Yp#P-SM8KN{f|-;7Y8!L9!OaEU+kWgd z$d4C!uLWq2vE9!XoX->#7YrXv%U3JQu`9cOvY3Vfo&)*n&2A23clKA1b)`MCN#vw3 z4P^Ta;%(Gl6VU+^DMO2*;wY@!%c-<%aVpwU8q2Yx(kbM}{K3Fncbie2i3%}LhWL-< z5Z-q0+*)fOC-2~_>DM`4X(N|Cf95ZE(zPp2#@~d!`OqmY$bauJmfJ=jrBiqidHCXP z#ni#AwCcx4hrKe#_fGccJ)YR8qT9a33aEpN2#}v_I7GHX5Y>2xJv8Sf!%tJ_{-!^c zqOx-HFg_6zN0C-ASr4de5vNVZn=V*IA?<{OJL>$DpI^2|$DGP>J5dIn`b3TstuKw@ z-8d2WqDQN%`WD*W=f#zd{bF#F$BiP@68#_cyo(7(8XSv$)J>07AJJDVJvKyY^w9oU zQG3tq$i7|<7xPNtl8Suc^D-Zi`u5oz(Mtr-H3{}@;`3U?k9wsj&4b=V85VaY@^Tg& zPve9>Oo=dUCU=m`tD1rJ6(9dOg-@=QmRf4x+bxqizwh7$IdFBrs+o+m&SmR`NmtGI zR~6lSJ6)edd*7rw&Om?Wx`+8PgfDq!7g(5utF)qv>5J^2XMiexwMI-n&p5XQr?+hhSOnTfi#ptyiVgk zC+p-tFQQR1g!ujl3u_(~jNN;k=JoT_Q=iJCq1;Koc4q%8_@f_N2?*GO8w>B$Ih)A!URkLIDuRio@D zUwI{h)se(cd$c}c^YZaDd~=(`{7a*sVH5v(6G_${NU$D}9Qu8f1!|4&h=e1-bqSc6 z-*R%|BFVL2Ou0V<#s*m-h36CkSSJah5G>8=K+2PzQs^*1p(&y={1j4N`;Qlg&G9pn zovo<~J&JCe7j2<$pf4N}Zts(IzNPT$aBIN-imo=jAvxP$_MIG2%lDkMbTX<#+P{1K z)0+`!Mry-`{k(Xeol0s7iW_QZ!o4ErCG2zuFyd$^ZVa&rD*uap1a4phty1GrX`a`7 zX9AJ(e`1#@6n4uaMM8`wDD&k#0k9)gJo3*^jUpE~#jaG`tkBDHxH(D3ZX8hNo&|@6$*(ttW*!b6Wo_;k1t2C>ifP=DB$b%4= zH4J?B)hJv$Z&Jw0UL5ndG!5fAzfCOkubvxveodmfC~#bxBb5JV?D$~pTrP}%jlCUg z$0fgdDnrk4l+oRYGP?ONc+Sg%rzBAE`Yel>=Z^o`_$k!E?+5)Vdd?d)r;`H4`ZGhC zZ|2?SPtvKN7E=S$JKvFn@%*U&2-pAB-Q}0CYot;C(GjS~dYAZ%C2fD_KClNRXwygdp> z=H21W>G17gK45%4 z;;QbtK5t+(`7wU-D|Q#7>1^qFrF9Wagc9X2It%w~>T}z^0k^5IO{N9;(mv;p95rh{ zI!x7uxIYGWu{chT>GoDn6}5_r3fzWQ+vWC6m{pA3Fi5IfC7La?LlA?K=%TLct(j}U zV9A`Nv6BgO=1Y97Hanr0<#_Dfwz;@$5}#js%~YCNDCHW4(k61u$RL3Kj1|WAf`k+(cDKKqbJ}EUVyXooqS@v&*k}fQ3 ziQenZ4B4L4v)o=Ha*z2rNzM7Vz zH?u)wqp^iGo4x*NfCIIAcoDrku+isk#4>I0h_YmCm|(`qf&W3-ZJr+Km&xk-?+EjRZ3VO=DAVp!cmadwB>AUU#- zMDS?KRn_w^F+Dxu6NGd%Kf;!e4x>wWqMs$_p(UGwsb$+Zj#R#H?es)<$g_Evt>Us& zcHaqNxNdmJyHZ>7-A3VGbPR>8E1DiBWvRf#V_hx(Dbm!|@{NYXUg(I&5fXCz!-w20 zV!5DhV5n+=CmEceNBJ(mPPPlmK3UhV*x+4Hv-G|BIF@*0rjx-G$Z1(S6hDN5JVUH4onhjWaD zg8P-Jw3SZP-RZndQRa@CrY33gU1Yf9Mt()F;qk%;M5X2jF2O(}JEu(q%E2*;waUFD*($3;maa|{NbsW(uxjni#XycdSP<>u! zgE!Sp5PsZDuz?1@l;KY#9P<~4WKu+0+JTE}~;kphDp%W#*qr`srVC`Aloxq5%Ja%whu)}_y4qrRy3#nSrz z)xSS)YXW z{{~)asRHt{4^EH-6LD{f?FzHLlfY*8x5pkw2RyUEq`XWIG9D(}cyL3_NAwbSWBEN9 z2ay2EoE-ghw>#F2RbeS2HwY5X@3qkHOKmJS_P`D4P2eWZkcH)ac%AM}B;;chBMI5U z^f>hn&|;iIK+nZ7RDrDCr8xi=w0`^ggr4ZY#wZo>>>ac{Jo=_re0xQ#;iz#TD$xBVp>i*lz&SSw`Z}7=-l9J z0uif$(sUCM@AVOOAfT(k5OA}o;KV4(!k#QwpLpwy*$fWcEp>|;x6MJ@@SVky(ET4P2Fd@b4sOxa-1!9F0OqB(xk`3Eg1{M{1aLyomUCYGsKEgOe_gyA zeS6=1!~wdZI~}QPZc8GKvL8KX2vokjbKv8&z%70L*WUi1leK4kLcZ6BE@dwr_KA6* zgD~;Y??9l~aZ>?Y-jfS^UL=iNma4BHLCJN4AA#d!XGJe2A2CEH5uSK{l<71m|Q!7;#cU_e%$}*iT#x zh9|F}br7P+zKryW0$}!AOf(Df-2X31;vz7pj;^5wB_xjB5%ZYRm{zD_Bvm`X@#|WV z$gw*$KU3mg=DO!J1I3MMSAO_Oa6V4;)uxRMr;UHyU%TijcPp#L)R{i$N%DEOubIh^Czv@UvN_kX`iccDB5W@@xL9EtkTFLG`4aGU)j!VDz^J z;Rmg5jdT5RzW$Q#w?a-JL?0!3H}Fqj?XTZm@N@>PA{wne{sK&<11U@-=B5u;A& s-)(|#Z-G_^yeCoE$A5b^eQ))cHL`fuTcX?c0{AB`BK@r3$t$n_2maXHF8}}l diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.webp b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/source_code.webp new file mode 100644 index 0000000000000000000000000000000000000000..d2a31868127b627afbe1ef935350c0c5ce29c7fe GIT binary patch literal 17386 zcmZU)V|Zpuw>2EwNe3OoR|Ud5$1NE%9=xy zxf5UcRiKB!yjK$#NspbcoEW_r!}o3sxUJ^$UnAu=3pu^|wLNuu?Rv%j4S>xj;4kXW zl`F*d(hvN1{ll(BfHr{r68J0XQ@wiUOWv6NPXC2B2$1EU2w1xqy8QK(`<;88*4uJr z4gh@qZprQC2RwB=R=$V5$S>W1`M3JpewBTlKSSR2{PqX^8hMWUpub`twx8}+?81IS zeAWvC5Ptx_>R;g>@b3cxzm{LkzsO$zm;9$ZTdyZy>PII}JMsGC{u%!M-)A4D--s{j z8}=XccmB`9UA#Kwn=@T5dFKW9c1C#jifGa@-j&A0AX z)gk#VH%z4&7Jkuqmp#JML_1x8<4Kh7=<=i=eTH-w)dMOPWN#t*G=o87i(f&`G*1GaZrlr2GVWrZaiO*>#vQ5}@T<#-1q4&e@V&$=P5 zVi2;@%p8VQUekFml${>O;M#IJH3Vm!DZC@e&SQ{wMn}hz;4}BBxw=%u22rTv@ zf?jh?zbDYDinWD^T^44LMQ&%1dm=HoEf4QuW>`6qx$h^>ODH|MW$Om<;c1Tai{J8# z;sY>sYCeJ9OCFBPf10-dJ>b(F6K4j+5Wu+R>uIU1@XYLl(I`S;M0o@6_Mf@HzKo@S zN;DKd$;XfG)a~U7F$DI@otAmhDlhs7clI=~fdX4<0cj1`b08+g@9nyi|Sv%h_LPZik7 zyD*;av{6ICF8&0#bzSG8IQYL;tewW{=MXE`9V`Y%QMoVHCdN2}M2XV7j{}QA!^zAG z^&@V>a%K;yCROi^Q|>=F^#r=~djvS zta4eH3S3&jQ}fC_VS~y?TlCYMp>4lX{1_r|RYEMP7v;|ax>@+CN|7yzSSp$?r)UR} zBv~|X$&x8c_Me8#5m?&~o=FHJY_(K^mas@A%y3w?BVL+}S@8{{Kq+ z?fFMk{BiE<-!;S^=PkZ7`Tv=GH2z~Mqp&{$-W&Et&*bzmanQ?$^1z<3ZRR7`w3xe> zFuy;4C=TmW3xq3AnA1g-(l&&AOcocErgBvUf4gz$v<}p7(UgzYy;)+La{hMdR|}p% zu#>}6H)xF7&urv}8T5~!zhQ#i#Au~=P1{!hj*h4 z8T3IDwI7dLzvJr81^d!UGO!%~4;|(^q=z76T;q++v`?;*;$B+gGje9>$#K*!M8Gnr z3kUHsZ}pFhdO?gj$>-f|%W%it+H7KF&IUtXc?ta<`M%WAb8_?M*uk}kaUFb`iH|s* ze>eWCjIK6Rwc9n%$o^SqqfQeE<0kb_9Y76Qj|z4mhM>#A!gIeEYor8hMBoK?+$w6ZuGgIRDsG{OcE- z|3@_CY@E}?%ST$OYWHr}ztjH9?z)h{I%*Q7(lbCt2`%k^jg{HJGhr$k_ZkB!C%apE z$KC=9Deo9kTL2PrLHY!<7x<8Z0qnSf^#vZ~>TAnk8fzFwt%Y0VtbwuU{;ofgDMFlc za>WUVNzp3v)7TXg!FHC-#q`I7F-MxQ2hHqm7mo+wL&RxaLQ1Dvmos8eL@lP6H!CmraQvTq(eDF)p<^|NXnA*iVR-cyqJ zS=)N{`>7fcs7u_r)Q#`!g zX%IB=Fo7}{=(pQRxpcp{x<41P@IEDq7wWXzOxFwQ=6&7l6JZQm%3;MGFpsZ%RgYq| z@TQA@lBgeTwn!l|QA7Jka_AwMX7Io9_?r%TyX6ik67-9^f*BMYphV$+iP?uAc=Oqp z5=|}By_5&nI8?*GDlQ&J5-LWh|Zh)L-kE zv=5ez^hXm|Nf`I3QN;~-JJ{R%Z~8s;*ZuhK9Q_ecP8hrU9-019eoJ%(1jch`|E~cL zMn6tf$UEI<&C%1X+zdg?n-h&5TuSBYS!H5)Z|+g@h=y7{*%kkL`hS^!_3?+;G?(4E zPH}O)(GJl1Fx0)dtQUNP&^{w{{x}ocvc>)`oH5 z6{C>jX*U=eu=vl88(18ig%_CNH2#ZU22>Kpt!gZ703B*zQohJL);$uZlP`xVa7j3K zn7B-#tN%jxj{w)c*j!C|@mJsfjQy`PU%{M1OrHlAEccs}%w_Z=WA|SLy@N7^`}9zQ z9#XI1kdJ|gCoc`D1;%1?JetiQ+j-Ao3U&V^kBBEm(|;5Gxj;FI12XbXjJtqmR@Z!t zQ5^!$`w|7AIa^zmb|Qk8!@7-DfMVSwI99^^4U%*?O3>Zn$+bP7I`ePv{x=!J0AY<2 z4pms*|DXz{M8c~aQi`Z~ek+o0cK#W5<9WSLsCNBN7*U$);_U-+L{m%XUx+{qjlvn2 zR$5F5A9a?Ka7owwA$GgPz^{8o+CXyR&N@_{`x-z7D^yuLXb6+83{?(0C*%A9EndM9(M?A{_rDN>|Ss znR-;dzs7uWv8^8Kf`urRWJlhWtiTWlA{bARW5 zX8-4?_(zz00NUm7&W&MUBdR$Y;M;ch&?odrsZuoV`gL|)v-M=R_c$G@tJ`tDHJDsg z>q(C)?K$~>`1!vv^?!h4bDd|3J1Md+NH?dSzGb_oF@N&q(hrjUEL_m1+?&CjF?bdBO?QUSb4@;Rmg+A8^$SO%#)ahg&Or}ltF+^5Bzsr4JAExbU13?h`N zB%fg1EPW>giE4emZgyB@kpxR-0sA%xTw6=+C+2u&NHArlu^*B^rM1+6FqX1HyeYGc zeLvI>TT2ZKV=5~Y*a@(*KN@fr5@;fT3`z&VX#dikYXo|A=H%2aMlM3frNghEFfvHq zLgEQ18Ip_?RcKsPyS{0#kztH%Qm$x%Jq6@H@Fu#Wm=nD%1jgEc+0jYKF z6;+jcE2&FoytF;K9rG>sMF9$*sHrskA@Gcc^xSL_csrbb;>*C}I%o|_GjR}s%%#K% z6>}+^^rq)^*Dpd+cj*hqinPQCjWSEu-YxLGKaJMH>Ushg{i=IAfC1D*Qp&Gzu01SUtp%^4R z=OpE7gxzaRPz}sK;V!OS`b8kx+|cH~-dUy$MuLBh=^YffWYT6!UhK5>eI|WHJ|rAP zBcKd~ScGzNUImyol1li-W^!&ZY%Q29Ja@z{|fXddexGA8D6(9bSeKo+Qf zXt)cFQ>UIqrIZ}&2$LSm9lD34y-|q4pU<=#)TvlpO@(b8cn3Y7sGG^=$YI!QamEp} zgg2nh@J;-Bk@^<8-shqGc7fwK0)O>H6wm^eamh+G{wtOdQb6K6J+M|qX9JYbdun|* z50N^bS3u*fRwY8Gw_*IjlU2le-&Q!-l%^`6;nLxK)&jS2D=bVl3%-Y_dFOnZp<*-N zPocnmVX$IQC|-{bUELyr?f6k+?EOJLlWvBCMJh<|+T7c?Iu@C$KWs{PVgd#9?ZCpe zkd-DJZT_O)^83U{P+hKE6c0FDcZh5%Cb^bw1f+b{daP0OrGZqCkObz9Eb@nio9Htm z0oU1%)L@b0j%{IpDX)^87pkr#V=eOhnQfN%pU&PjFDd)M1mK%97BB0Ro_A*=$;X`}#IBlJNlk>?xD&k`{i`_3pbl++N0)TAeJ{?xw@S~|wKcq39B-BQB z;j@1oLuCs_I8nBZKk95WpkS`gJ^v&*ek;Swi9LE95>6zX==s@0U-BDG$O@()KkhFuzum-9(zh)ymrY2efe-K6MPeisj~D zq0(2mP%E0d1x;i?nHEj2I@r;{975dEGRj1%chDUnbs6-L62IqfuVio)J;dW-jb$C+ zYp`E?U}5fW2&9Q{6_$Tb9}}uSK3IR9CpVCE$)&>ybf1h5EbR+`xN($=Z3kX4nCLHY zTfEfEZ#mOiyzS25R-w>lGQnm^!HaQ}BHbC!RL3N_8~DC()D&40|9aC!KNP9qQ}c~YM0^|g94x+p*W7*keErdPV5Fxdp4I2f8z$NpOoByCd3HMR*?aHLzwI*SA6gD)qJ>B;gCoo22V2m{rB-LufZ zyqAa#Fre9&n$_XG6s_!MSXx3H6Kc$U`H7097l|L{u^gMn|4A&;Q2s zI3giQ%piIns*i7Hu&xnQ`l5QZ&cz`?u@7u7lj!Q;1QK6OgBlnYN<%J1b79*ZElPTI z?GIqm`+34ZLP)}$Zd~EuC+#*#VI-+)8>);k5wlJe)BZyg`qv`6m4UH06-na&4f z-VIFf|Jkih) z%Xf>6Gu{3#tNP17Lab?9v-??#4|$eOXq{j149AEq050wqGcTHs5H!u9zBXNOpK9zT zY`KXMbOa2BZ$0`ZK>82nOHlch;T0#393x!v}cwpL}8k`5X zWi8uAy+a|8XUY}V(PRhN2mw@9uomp6d8^S9>V;T_Q_1bE%eq1;kx!G1{?+AzHs91cZDk8RhY`aZxp%#_wqV}Q1G9NE3&WvrhUf7ESnh+73i4Jh4tk0=G zV1qnD01#hw4yf#tzetD~ZN4pN*IkVTq$}?nuN&Jeu+%sm#s+zL){Y#QLyy&d^iq zfO}9;q1^_#VpF=HYoAv#K`%L!I@$}XBgLnh6NBZv-?FdIL8QlJFqcVS28Gf$8rMc8 z9qbo}z(Ux4M8by|&mgR;>m9!y;eX56VpFHUU^41U8z~Wit{~1KHWCbogSx5BwfF)| z6%21tGm)cT$Boh_hO$4jskMjNHs0#t`?B__#Rbe@ej-SPj7wEcY}!FeL>HqlguE{7 z@*OKjg)6|Dm@0>C;GN8{{A@0Ouun5p1W!0XQsVscWok1~5N6$NlK_FK<6e<+A)0o4 zE4gDa9KqpUA73=osm-18c;NjqS)<&;!w}i@Y(2%UscDTm(U?WZ#P`o z2Tspc1EY>@WqIV-U~7qfH@)y+f&vJhrd)n(43j%BT3*$GkN=@@K!zs8LezbY5V%MR zy;vk=z_I*FQSi<}P91R3!Nz6TJ|=^tp1CJ=Cj~iHlk)->d)M@E$k`icdG9}hq^l-D z6g)`r0^U|)Nh!pbt*-w8Q2v6}_+?a^F1_h(+KUR2nv$~nAVj$~b#?3#qh)Uep(08( zF0VD9N)#`_2Gu*2H~vTj4{w=t@-~(wT?o7OVjrP;zzqpheEn*4x z+U08v6T`Bjg8wYiaAdUNqzs#|k;>=CD5@brnwx!HrWlXAm(3IuX0IhFSwY`*;RSMC z`Qfit4B7pX_M9F`M_U3W32A=oR>|==lFi%ldp(l`W_Mr7S`Q(%J|A+BH^`CAp9Yr; zZq$_ci5!~+qGLShpdV=-0(!evXPpP`>oTFF6Xz#@$k%;V%w90*`QHp6gl!Wcv36YD zT#ru#&i8#V$u}u4Z|=bGC-J{QO`5AshOpgkUmdp?-zk5p5w&necL?=m56dDQOkq^l zlIgb6`&OqdINedx!e0}5Xu@olu+7ILZPV0(t>wUxb`K5cW%_G$wG7qg^>vOTHDRIF z`;LdV`V$Bi%ik+$y1K%MQrUZzn}>D3QYG}j8-1r$?Hb6*jaP$AwX6Q_u8j=-px(iC zaO-FsxkwGk+sWy$3s6QO*GWl`?qz((v<`SFc=cH+x7>{t{WyU_l84o3=hj4TNU?(;2jUCXeuK-N=jJ z=@mCAy`tvRZh|k1Y20JR?mvIxf{!|FP7afTA?kKe)v{=@*R|O;Fmc*Oh+>Ch6IP!(8A2LCXb81gnw8^#_(y&kD%n9qkh z^}~ittr#ISLCm!pJ9Ja!p*N~aR#`9p3?bLYfiX-Ti^(%jYDt!|90BVW&A1WXyKY_c zM`DRCcD!yR@1wgD3uR}TI4oVN8`}vV=N00S>+EP7r}~fEvX`2A6(Nom5&qXFSKb={ z!Jh9RQ_=DdrVu?ekfu#s9Fj&) z1fBi-fXVdd>iz;NP35=b6JOQsT&FS1V*^6Q1$Flb1{>gKm4|gm--<&sn4!JqJo=5S zPvfCqi!d-)n%!;zt9E}fQ>}SIk9S%y3x4B9U{0N-M5%`2IGqo0Gl85B23$FHY=K~% zH*cDlS*`5zq3S04SCjBx$Jw9a9*)^NQ#Q71fpiKHMhf9BEnTPu!+r?_yG{SG2Fj&S ze*dF$(#_7xd)n>e6LAmb1QDYhrkntiIt^o=tt3Y`MsojH`5I_|(W4`j!>znGFXhGO zLwz9bKHdmXTEDl9xSf(zW^uN|PngReeT4i?7|yJU0&^u6h^2~rF$z3}ppm+_PXs>~ z%6(ffzH?3;Np}djdT(1VK@(0 zAtG>W%yJ~rJD)w86u&eH>9%DBm1@1jcJ~^s9R;D68l*{W-7fad-^kJL<5k2vaEUZX z0#_{bT^*@Guq};Cnjtm%CSHcmE+R)B*|u*NSa^Ve!+ljKTXpeAFznv5(x(iU&@z_+ zjoQr}MATTEB@If&z13w#E{55YrK6W>TUvTXnUW#7Bfe*#Jq0^m8232t&mIJ-R82va zk)0?j@`jGs_@O~rPIDs>d;F$?z%*=750rbM4ba7dMYIX>jQ`6@B?8+Y1mk%2rs>BP zXpfqNSE9%l!3DCPxRepCu`~+_>u+Wa*k}DZ`)+rk+S^WFB=SfJh4BSZM{w-WSCL^g zWXA^1KMq5rD9zDkc67L?VqFuI@#!?WfMXhapa#=U2ZBSdh~H!v+e`!!JW4nP*aB8= zt$Xw2N0z@hKZ?8?c7pa1>eOt)&K~c<@^N;S{O6HCyOcA z;KB7aISJJY_cE?v1+oMq0at<{?1pYTahjxr}3 zOy`Yu9t2agMsO-7qBhNEGyvAgJ3f4;b=|oa`abE;Xhhr@>sv*jc5`W$mUNct!w{vj zzHS1pTSQC<+29&A*}ifqbp($W^wbJkG}*KS4t!w97!&3W50h|y4*;{>qZR!z%Cm`E z@lS1*!GkC54v-!r-l5rapi7l`R@DEk)uWK9MLGHdXF4Yh2}$K;9vE27;d>X$_on^H z3`U~;fzu{5rqeM@E_elGIFziJwT!&>)B%OPN11EKDqk8$@i}C?qNemT^TXUt%lzV& zcrPMW(~>c;teMZ$jVRMw$BzCxP5(CcSDuJq$gw!wvx&|ILgm@$rBH*o5k$pRAd17< z@JCC8Umao3D|g|BE6h`GTGX)YGNQU_lVw=g2L(s(dej{usVB({py8X#@OGWY{e2c+ z(8-~1bKi?rO=Z66lalfHT0m1nlW>O=8<-XE`+$xw=%DlMN5~jO9mON$u@?@lxEz8y zpVI5*T?V~}r2>bIhD-*PU}z%P5dc$?jNK99tlXU$Uw+^^;YM+-_R_~HfFP`DABLTb zX99}++F;#M!<=v0T`!<v7io@BfW))RbngLHYVvbJTGQ` zEbx8?Liw2ZpG%G9B1|sVgPR^*@&t=DhNSoyi@n{H*M?nPQtYE09v7%(PiL5DOP@aS zDS0g|0|C)j4yf1$#UK8!R4Ltgb31d7keS#)VWqLoyW?kwCNxMM?YXE{NHughyy?>I z1$F6BBzr@6bh2-#>>6|VmzmRz2?PE>v!NB%M`WY^HXftYB(+UNI4Viab;_((v`;+S zRW)1DB$utYNoZ0(FtXg9oIlNIdXHAmj8wOTLs%Bck+agr9-^j{T7?fM; zWkpa{x*iCWJ*4Bx%b)oBc0$K%LXw8N$6rEJ!6xnt?$UxL0R_2EfQB2Y2{plSOHozj z7Nj^yu$>(SAe6jf5!#oF!ww-__@YSTEi?h1;3Ls?CBl6KCh0^v0L$PZvmy*oG0HXq z?jIQRkU)>j3my0v+JD)Ue_7r8txS!P)>&^e<*(jP{*1Zk zCCI*>=BKa^GrJK3^a5$2)KRU1K1C(cA*dZ6i3GRi|(mma4 zGk&9Y!w@hMRX?+EEBF;xdlySX*_Y|D9X}C4D)1so3}pN8I2?Mv zyLU_NLvv%&P>gH6rB%+Ngu?y2Je{Xkuf_vT&hl5svE(cvMQjCcQ;~h(1A^I+_>(r*wZ4S7!~_9 zDacM`GC*I=>OYbQQ*2jRxhKGChP6fBA2dA_6;fR!pg(0RbC7zYdVuP=WG%dMGdCFI zHQQ;of@R5v(e4`klr8k*Z}6n22#w@sUxVOgNqjr$*G>}jMG^FPkEe=C#C|~JBG{M) z0{>ja?Vsmd^rmgy=Ua}mOurl@>FP?<#*1ibzvzwx{Ei%fi#-zWb9Kwxnxhz@kI{izdsHu)1^&Uwg>CB-rrYYX103qoC&$NB(% zfi_xF(U;$XWxtml%$1OBj1?dqqPIqBD6-oTDts>bCF`{7F6+oPV3g)*umfbz`6~W! zP0EH&h)|<2t)!0L(Y}tI%Uik?M?{ZnGp^5om@=SXG59AOdxfh(G71Y$7#iXf0v5mAkG0JxuKp^5N4&y0&baeK6$QWdJOndT}dfo(=_8Jd5RD=F; z$JCP1nPAbjxsLM&pWX(aE-vi6MA1C022z)a2|wG#j8bYU$V^i_)+YNVYLBV{j0F)n{hbN=?7rUJpab?*zKz8U05 zw9)HA+Y#JAw4S%Wqft?0_Aqe$id6e{CC7Hew^Vv2lbC~RGBNB^j?WA^a>!H z-J$hG2i_SP9$1w+Lj0j;)_T#FTa}7w_uX^$jISI0yM~k{o3}AK!XbwXd9OX6b0x&q#Lfwq(a%1-V0c`=V#;tXQdsX&ll`Djz zoUx|m(0^~sM2zIU`gO@~ZvWt#^QNWma`vYe*83MM40a_ImF3O%pyhGrS;VAw1-q<+ z!!KF$*uBDdle&ljdBupX&208Bv`ex zn`_XjM27@|H@%wUfI&G!pAa`xX6=57^0KX@t)3A3>C)koRi>#{K(=Bc^=3Cw-16CqDwSbU? z9dM6psOvcks_j!+EkRK}9^C?z-8m|gBJbh=1UbATY3AJ*uV%q(?7yxPvC#G~vlPqX zMy3z#z0rKv(p~PGAhe_C(_oiC)OE9u(yc==4(%+{NC=C?H4nY>ipG>-$!P1dSgV$r?#a8MGe0X z4kjbJ2t0ft%EkixrL3#Y!zvM3!jIKQU%*7rM)#*F5rw|WWJ}^DNa^M}A2WrBKsNSI zPy0}Tw*dD-bTV)KOTh+Y0ba6XzIudGqVJm>_R1hn!Em~fsSaKk2-5QU&kbE`nMkBB z`dXqPy2iz8n>W2neZ7X)Z1!~do_w~${O8|}X-vyV<8e|1i)Cw)o!cHb(*k}e-~C{% zVO*eR@oYO5q+L_2dNQ=KszTqzIUjL1#kd0trZcX(R9iBXkE7W3)oi!)?lA4v-sp9G zq100I1mV#qN>6ffN z#q0~+0;%zFP-u2v-ugqD;pN4Muh_78Z{Ap7Rvbp_OzKrGntaYENW&&)Ki}M2Scd)s z(oBp(a*|MDu)vx99;yB%1w$JcIuz#YD${uI-7^KxX)wkEscCkk=VE&MJ*k^00-4Z( zO`U)@z}vdJy#)2H_tMTZ_{gn%k=rJ@CK!}iW9?w~P$3O`F*(ugp~p-R_nrZV$(%6y z?N}P+PJ_U%<9=ewB?ZN{^GHf-+pPl8NWT0D4tmM|ukrZ?atYyIt2y59*%h7crX+Og z#fpWtbt6@nO<~=vnX0{sTn0ZAh&l?CB=JVA#j15{6R9vz8MJBu` z)1CPVwar|R)&X_gS8F7uWLa@SgA#y`&?XdCyOWjsL~xXhYzTr|l8FZ+Hz#0zB+Ax; zh&5UAD9yPIUU>vzAJ_Wq$g^%C2@ygPS-P$jbPWpbALT0S`k>)Is6|9;gTF`2>td8B z8J7n46LAm}gv&xi)}G5N{}a>lS{m2KustGM!Bm(Ic_3Sx0h^yPJZxKm0^rL3qsHLb`L4kN5@ zzYzZTP+C*xp2{H5nImiBlCg6;?iB4>scICZ&sR;Ry@~NJ37-d>bRTESJ!}WYadd3| zi}FqJDv$4R-&D5@i(Zv*NEZ_NHmKpl2l4(3EcQXur(PL5xcvDokh!qBFB6Pv{c)@B zk(UEN;oALz^2?lSc$eEZhKKOe$KIV!l!m>~7omweBj5)jPY{oa4>$t!<~Fa^I5Sp_ z!Iq>z3yJfAalHq91I5|1$y9l{(N@h34{(0KO%8i;MCsA(fLjxLDk}gS8tOtj98cx3 zI61A(D34*j)S9`WM!{p*n7>S!T|*O8+Ensbk(~k|isefk%(5Sg5-uDhEd3iDgq0To zH@GV(f}C=-+nT{N`TpV7_(|pRTD%DFB|bz@3%GSqQPiX`QGdx5DMMk3_FUF4TZ|KD zij;c0%*4E}%sz~HcXbzt-1m{B=Ry?HyeUgx0ZyKrGW%BQsI$fB*;FB;F{l@~6RIRq zaJ$CEpQsy_fcon^8y1^!N;O0i2rs6d=~`gRFl}WP>w1F%h?qyh0*b3>pCOq3k&z2< z9_^)UA(t;D?9;i*m14z?bnW{jV%!3$3!V`X9`77&>wo*Cu&<&U*|vDTPJwcjqPUVQ zb^SE1EBO?aKKerwc4kM}eKE!qoGDA@ z)e9oPytEexuSZ5kq z^9D~mgoiVX%9R7aj`ZfF{Kvt28q@fnOXdB;k%z}*kEOrWe97@G#bP;R6z*_+f^_|o zb#+}lrKoCCAFiQB#I-8o($1-)f0gYd*K%BbW!Vx;9E2th&tY0HAB+vRY@Q_KuOV() zY|k6pf>VXSD{cjU2cHNBmODL-KDKUW_!tBnY;*Nkven{b?r~ChG3v##|7WRAMu}Jk~1g~ zOadxy`tM=dk4@rStIUtG)w^JZQYYC(6Y<=dnPsTwN*oGCh%^i5hgB$U$Km5ajiZqR z@?1}zx5TveVQZ$6E)RKwr6n+agE;6R2N0+N+QMi%nqcCVfi;^ytPSjXU9)(w3(w$d zQjyt|n^~J%iv0w2?37Y02s%iTxsqCs=CV0WR_MKRrn)=M1|bg-+9J*Kb<{f`$8sZN z7p3~|GF@!?##>vuw`KF2zB#mrbzgLmc__)<0_0eH?>D?xUbq)f-{;(&+^7E3xsf(i6Dn zC4tAFddw3F7)$#b8>(ALpRQkGRyNgx@scm_?^!@f`;-M-!|FNW=sV+Ya*&NSeve)v zx>EkSp&qUaIQ!&}4|-PLH;=Qe?{`by2xq zHBE(fS>keG;Uzqze!5R0uK$TBI#sVjFShm!A^|XVM94hS6>pqv6jKTP7@ANk;%-PV z&Ug6J7^GTdVP-1edIk>;6DQUb-x?j(9T0l+SkH!V=%aF12^o)azLlGiN<_P{VvhF% zYfg-wSeXCZ4EU%y4``tZSRYI%V+1MIR<^H6#Yu^9?U4m}FU5U7)iZ#3M5%Kk4szjA z%(~U@r#MA6D&N$de^%=Sn}E{9v253sp%&^R%rO=Oyd7P7CjH~FAgMq~|6$B%odKS) zMsIpHZU~d+<$aHu@9Q7OE2kp9UU%Ik2Cg!Snn&m!0;sAE_S}9@ZqBm!OpgtW@1dIh z&%KNE9qCzHj^L5o&9IKt3dmPwV}D(%C06B_n^Y}n$021fc`c`@PD8WT__<=RSvIL_UDNn+fr!(?J~&_JSY2eV8|xv^S`P4XsZ6knJ~HqpyB*OdL!&pPq%KgK>)r9{Z*N2b zOQDJcB{B@U&mO~T*ns3wsDWOCFr>E;%9)tB8|C#Opf$8&$U2b0{9tqH;Va5nh7SAR zuo2-IwGzHQegJ$jrhq9Nyd1``Rr+T_ezFo|vHQ$lAJiK&@iE~L?|}!ycApo*X?k;^ z+qltEG;vDd``0LkNx>GMjAP%8Yrqhpwg=_u46&5EBcjPfJ58ks$ulQ!zx0%fqTM!~ z5Cu#YozSUz*T@1;BEJ-P5;5g5VzRH=6}d`sbLXgCNiS(PBTGfZW(NrJ##)I!#cjOa zY~Rf=E(JeMwnC!$VB$)ja+51p&~KI#YwoqdhbBy25hcn>y`GglQ|`u9({J%8`gHgV zZ-W)(ntAAITC73s1pR4o!sh(x_HDSqW`5>2XiinVU;LKCKe2;y9qzhzcDckNGJ@o;}82x=rOMzCiwz@mIt8;za`pKo3AEEFpkD)(iP@DO8*-iBwF? zb=QdVs3A1L#T!v=V#Bw}>-oP8IihX{uTg;=x(v;_s&O+bwP~r#W{Zg?TXeYxd<{U$ z@vF{YriZG==}o7hIAu&|8O6n&65C8HB;E10`zsltSp{9@alm|w!+|GA>tSC{i=E2j zkrlAXck%cNd?N~hbg#p*2X<;J9XF==9662BSf+%78EnP_lC%iY-jg9gz`DpgT$L7% z-ZtkZ?6z|7=a5l+pcewx)F!3PrPXs7iEPD@i`b5GsdU)qaC4l`!C7srSoW zD+R>_!n(69(19Ifd^BlHINL<0Ay2b>g^=6yCl-QIv2UPsAMSC_4ftD6{CjV4Awjsd zN0fR6CBaQL$LKpDr@MpPL&3CnARBN(+qn8|!1wfwhiu=5a}$&Q$KWIe6r0jcxVNiT z8~%R(oa!(tY7_|B$&QF}(4x@PN?GhtH7+fIecJ*rWT$P%ib^F#-^zh*D@R@6AYWXx zwYjZ`OwT2r8hZp`I?UwlvTZvk#8O^1Cwb7*B$Iird_HzE-0Y;@jYg4lHY0?P$*fky z4gQW-z#Zq|N7Ga8Z$FZV=Y(`LlzCd*1Tejd_~8Q7t&pdd)Gx#2Yu!&`6cJYcC$2(j z=t?XqQ&UlE*?L61?P0PL-G^W9R7cG2XZ{Y>^~OJ1R&J3>wGMBom6OY=50IO_b3uE~ zqyBz7p*7+{3DDHgYR?=U?msWH0WH?|X}ce`NS1%>-&121en^S1c&}2Os!I3k>?Dbt z6M2^l!cvpsB>hrXgiihh0*{;}Z!>Ziyp?3YMES#GS{WXRGd83bDVi{=E>XrWNxzAP@Aw0OJ|D^S@ZnVVQvXPpSgnbjnXKQ0K|Dyk%1E_8#`$@2HPu|ULY#FZL& z({r2(4=uIG^7LV1uEL~~hj#+B@KDX~n+Mw2Pw*iUKI%cij}TS@5k>-IDi}-uJA5 z98(??uA(vFTn&4-tc+@Ytc=>iSV{eNX)q(Xn!;G5iGmKCpic4g6isLZ7nqA;pMb8c zLT#U6#u;TBk7^jmt@{AaHMaM0cbipv?yt1_n~R@Omj@euQ&h|BO>z=v zVr?E;YkgMVfD+x3YHOd1Pu^ILWDb<;=6wte#=5?s2WxWFqEHyrr|&ra(>TjEXjMEB z&k%Qv5R$Sd;P9!*Sgaf^U`OykO7o$H%-9W_vye!djv&K;+uLL!YA?8hbeWTw?KtKG zOuS@p`)g;_Cq?zP@3x)kE0lr8Jaw#>vwfmGmf{^oB+q4?3Lx51+v4n7)LYumXBd2$ zT>Cmw;!n>a4awZoW~}c#ZHCpQxXV)s^y?qxkTYA#h<78-+5m|0nU)^aKP{1Z`q|$5 z+{U4qmfVHwl9V@4!mZG65i$$<-Z(-5GpN0gJHK}f6}P$qe7%W)QGG1g;O8i9F@Z}z zhQx+%o1Zl_PzJzQF9Yc9cNf_QGWOk-422mFHlfZJF8tNeiEIskSuFB#Ei8iz_K!>r zkXYB8A@j_PN;BM?4{V@5th%+u2yfQ+YQKT9Zm*jPDe_3I{^ijj}dJX0PDJt`Iu ze!#UKm}2A3uP+mqTIheIv-OLnYNBV9ot_%*tk?BHWzO%=96iDfiVwBglX2?j`+Uu9 zHMIGvZ}++$mi)6$CfUi5t&Q_6tJUvu1B{pxyjaI{oD}Z3MzX#DvEPIk?|Vj=oasij zji49^?VbP*FE^e@XrD2T-&8&6*wtC-AtF zW(FywmNw;>9(?mCUbQ84Sc@fn0M2qvuGn6B74d*XUBh@u3izp42F}swL+Q^xvD^|U zh7a)XLGl>sscN9O2D)b%lYkJ)k1#E+4svCmiURj#0#4_BAyjh0`3EJp zXVMv0cv-ZNO8x%1*H7-i;I@UG@+yfnenhoe#`}5@uc;Y6*zNdR} zf|GAGTiLcw3ph#J<@-P5vij7_ygavX-qfUxOci&gZGmU7 z_500L>n{Xbx~TS{DGUJ;ocli3p+V!7TK>5hVNehGhexP`f$5^U3Xk~OC3lAmqCqX- z!VZ%T#vtAK6bTzA3{>JC$m--T8qpDXm91}@@7zu6t2)5k!IAf5UeG3S*y{Tl3UHB8wUkJ~6 zdz3al({qP{Ij389n+YV`gy{0$mj|ti?8+wN6P!*IwrLZlR?DsvJ-CI_-{z^pI_i3< z&7BHEfQN9*7@N)Nr#B!`)3wfTB&@X=vWl?o?<0WGilLvw)1(&JF=aL>IB`E*8%njy znno!D#>0PQN<;6sgZgSF4N!&&(V1+I6_zCyF#`MB`{960>4I-gIL{cT&b~=So>&ECDdXa_qVx>d zu+a69;wLHZg$TN?L>OnsuTIdrkNC+G8BX}?A3Us1@2@?&j!sLxhr}}=jKSD`BktO^ zBZR0?tI5(F<>r_*bPT;PvwFT}xIzY8ozMY^vfw_F54!=H`CNFdu*s1q^J(a;U?l1l z{2H|D}RVFwjYFeID&ZL;-1!w#Mh zi+VRLVhWAygwCdTX?ytP&hZxkW`RWHJ`54PP1%s%R#D;C%0}rQ8Wy1vOOTP-Wiy)$ z>W#|~%vB*_zv+6g&WCi_y8?g-EMBld_&{~!C~%J_OsAnnpDYgeJKd`A=$D!9ghwWr z4xdaW(v?yUtSjL+aChP+QPgTxP0WyA{;lf#S9vE#E|XLN^saLM9h3;x==5RtAt}ux z_%;HLy%p7tS|H~rVhgg5H2YrsgeyaADH+Eyezt|cGfFy*18(f{L)Lj;Z3EdjZh&)l z5SH+;JM!B$;Lqs)7hVFP{dVArIVEEmPVK|^2~9LCq*PXq7}?93>E=H<7y)kIPh|P4 zQ~xeNK2(1!>p-wLsGD@fqR3hN-wUd139`*|_i^|gobN0E005Ww(049kQ(#zuAM%`j zwTZ+Sz_|YX2U!H0c1s+}GY|M1*db(fl1P^8H92RJb3fE62_itX>g{pmMWS@6JU$N@ zd?U#3bN@TKa-e#S+;I^(d(i&@#lrvwrURe_LY(xM?K)SG%-XCh%i{R<=-!AL(8ljI z9Y(KzWKuU4rt%Ic5aFWFa`Ib%w>#7s)vv_B0009~dUjQjUjhc)?MsHjaWA$2II<0Z z00000z92XD)l4i$Lh~1#E-(N900D=D2Fu?Eo<4P;SJ;5qeizNK&voe}jXk?P3{?!H zXWU);*q5^stJzlp_f|djP#&b|!v*&1fo>bxTq;T0=@h2~o4AZg!$fiZtZ6tFyDrF#amK%T8QF ze`n~e;Dy~pWVp95>Hqw~9nDK;p^~;Dt>rLft(__o=fV|{TDm3`)i%TXm#^_(A#DNu zS}2LSOOmy};!kJ35OZfw5ZS|Wlb=S?_oj$t>-kNNWaE(r`4zod_W|9jeO1?=+18#L zqc;v45J7=dvh!AQINO#H;|u%1KL19rF>Q!ndPMScCN7(7cm{P{`$&9>hu0LVf&uZR zlqoyF@1?jtgcqtz!$$M~00008W`@1w#tT1>_k{htt&!SrFU9bMd-gfF000000001- CjT`*{ literal 0 HcmV?d00001 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.png b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.png deleted file mode 100644 index 8e20f7f00330c5f6616e3f062bf62d42fbacdffa..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 24144 zcmc$`Wl$X5zAxNZkOa5j4gmrL4^GhF4#5-L-95qG-66O`aCdiicNyH}PM)1-pR@Nq zr{4F&t-3uQrmAbEdv&i~fB8uV%1VnOBH$tb0Dvg=Sx6oLAcX+{LI@5LyeBt*xfJ~M zN=HIe2zdGZ$!N}t1^{9}Oz4xMQ_9h@Gr!~_5pW7hP0Zyn&XZqw9jl0D{5jc&sTK`feC^GtY@BQymb!d_PY_mRHTCi0(9*+0wtpP8aB?DOw=Bi=M0F?O zA=MRBe}ghJGxHwnHHrXSX1cPF5VUu<&fVRey`9AGJ)qs)UD3lmHew$Xff8U7M*xn* z!|Ut~i4O{2o0A`kKmgHKZb3MbF60ks;C&mgZ%4uZI`bCUP@PxBmTQ=}G}UK)d5@Ix zUNk=8?U(5$f&SVDGdgxk+tys!djC{O6)G#WCEf#th{ol@ITOHQV7x&2K1ip-eU^6{ z5{O9r9(?qWU-XW)2q%0Q>n;!yAhzwCebJe!5=B-j$yDF?2=H%TK@MSTcQQojHH=sJSg~AJ0+wd)$1Ur2QTc7pvJUmMFSq~gC9=VQ@a1*TTuyx zUc^WW4F2t4PXlDulgT_shG4OWO$pQL@5xvwZPkwQIS_zUOL%NzZpeqToc%(m)K~cd zXl=5Ul@t9h5mHf!5L8k4O}n^aDE!fiO2^{m*+}=;QuFn0B;@ga#HeSbw}E8na$TC>FZe3 zyQRAPf^eA*V_i?o27K6uQ*C2eKO%xvJ6n91zrL+Y4+;o$je5M532jwLAI_{Bb(C7{ zxI%DGN;utWdHINm3jkEC!g|-+z0~lFu`*_jin0$8BktPyjYoE0t>&bcs}|`ot)gy5 zIC9QJwB_aFpPer>5#=FBb?zp=l9 zZFoY}6v85>z`Q;w>b+#LJ{w z^yDip-~J{(5Y5aM`J(QTs^wZ_bZ9mPp#p$i>bhqS z-$hzI$i`GVMb}8RYU(Y}q1G?}-eGg%NBJ`)nK`9fhhwBw?MvLlx`cs+)=V$`d8L#e zb0P7N>%eLQS8YfPi5Gbh8oKcXJry_d4eD8X4R!9lY0rUr@Wa93wc>u&rIwUeB>r}K zLR3`R6}^#FM584+2v1Y-q%+^7F;JNaIsjJ^zlhM4uYN?T?LPfg?Z`@pjg6jzgRsJ} zC>+TYO;S@fg&vFFRmV3vTR9*4&2CTQ?e>;nv|~#VNflkJG<=>@`1qS?7J<*70|4NM zbY8UHGPj+Jl-191BXY4wjOl6T#S*?RLw>#i0SGGCimcYnrSB~oi*{+ly{e>xpaIQ# z|H6jLx36(xi00Q62?c>+7N#-?x{Gm|>)A?gk0qgS6$Lc3TZ6zq+M&UdLJ11A%dfy?K#FTeJs+3)}_O~tu# zXZ=x99dV_pEmL=ltgMclZVGY$1p(^S2g{Te75-1%7n9gp$*TLzEf(gt##5gRa`b5q z4&iF|pgzHoT=KM7n+BDhe3^(&d(m4Cx zvg_DVFi{J~S(z5*tJl&NM-Fa63_MUzT7p;_E((VZ=vA%R+k;%=u>i33kgdx)^(A=| z&2g^q%8ui_^n7I`R)q=eCVWOgPEKw-#kvB+M>77H2$QQ@R zGa)PUX10k-Fg3o$^>l3`!t;}uSs5@oHJ%c{6c&kF_;_%^eF)A?Q-yHa+N&c?&#L-c z^8VT0W%z_7)8ll;j0c_L*33a{nwt5c5Qro`3o|n1&xw6NS+#e)D&HnXd*%BIYdp{1 zui!LyoYgJ!v6dY?v5Wa(7F~{!d+gubL~9{Pe4s@P`S`$R@kxUEm+ZJ^{qmml_m;J+ z{sU#>d$&%-m*NHLPtXd5Y3v-fBp?OC5zzH<#+s@J6iR&`yrjlDn1d)Nw5t2sjq;hywbE{F%EI5>58YSwyjmYa2T zRct5>Nj^p1`&->bz{s zkGayi*G$7yl$5#kc$ll-tlzS%<#UTcV#=nwyS-W_bM}}b(86=VdqGIMW}FfEWqw+SLxG>1c65XmElXt}s=q6HV?oQ3aTVb!lO~3X zgGN2>oRk~H0_00x-*}kZ@8%Aorg`hg9JQ)Xk4p*VZ;ov}d`UDOfb-d2bsZy5dM0EwKYl&-=`;zjab%`rOiDb0L{CfgG#Y*<2_uQ!K-{ zv|-CV*6g`auZvui91FS8psO(hs+lx?>+G!e3Sgo=HEGHUBW>QU_RQWQy3)MB+t(Z_ zj=5NI+bW+7f2uLaDjCiHR1}xyqyP`drdmJmvCPQFf8#|r^wpmUa+=1uX-=&nkjc-$ zJrR!W1uZ`Z=iK;cUz;a3E0%$(=2gpYLC&_RGG9TM-1yV5X^&?%dKBbdaR!4JT>j4puWBK zsCib*$*?hlMjXTH`9k=M*h1t5!le{h*iMc_dinj za4Yc_-C)ICzPbnLPns>HJVlC){tLCG8uHG*zLlE#Mgae3YVp`zjEdyQ4zh>{Rl{6M zzBD1W_Ys1zA}6lzHZ8J;A02im4>sh^9X-XXf1Qfx8;5|}Fuq06&#rn*zh~vFUF&b3 zq&mT}@--4pr0`y~xk%56L44BB;6?-zG`k?YpoyzURYoK6Y`;E}Yf=J0ZSjg0jLamp zsS1=eAd6=(`@|>efa zH_oRzpnR1?RsBjXN|i0QjE&q-j{|Fy%A6k|W?G*J;R{&`-!;lMsjH+I_>5uOX~J@i z3ulULWBDD4W`9aJl)9zvwT~ZBTC*`no8~WXQR9-VR+~QOxuG>o z=5M6vSa;Kh82mh?i7GJ4cm<@~CsJIXF|RJmTv~A>PjBB*T*AD@;c`Gc=;5+euxB+h zDUzJJ%e?Wn5~np<-qQE=8VW-W-vm%9v0Tu;ITCI~0kT&GzkY!GE}>};o)1#&Rxbx_ z+(>23dXg*wT#RBl7%_$`Emz;6e2Rt3N^32Bo7Mq9^>SUp(8EX_p3k zXHkSi`b9n(hoDS9zq1s@S#Msbq>BqwQ?nOb96zX3itH!kTr4Z#o%E;2=3vKQytGnA zJH(I+^p45-wh_ce)vql1{-2rUo$xUW28KlYak>?~A*byPTvCxW9Vzve3sRvP@eo&= zO=a1$Du$X4NG0S!Iqvxz<5S8UA75liHahX~8B)@Cl$6yZm5Zqe03%K$)15T6!%92s zRFbUSa(g}r7yy71GY{{KcC0_vWT-Jx@^0R1_GhSCZME5x|CU2Yd9W-b?6b#-gcqN# z`mk6jh(VB08D_eBSU6o+$Ks;&vMUJy4fm2|-nNQsn}g)=C4s*jsaD^q8@VG*klx#} zU7e>@AIY<3Cs!>}nywS=zZc+RPddMRjWc7yUg6i9&>WeRK&T@>^UG#-FDZ(Dv zgP}l7cMge}_Xo2J;eo`L=;y11`NZRSB`WLp1=TYT0gKwh4*}LsRUoU5m!yUt zs-1n)9Hnh?IjBVr1g-0L0@T0Ag(E!H_Yszap~Vd;!A;I;9||B{9cCv=-9-r%%EZRRsfA17>P)WI2#!avilO)Sr@@Bmn-u^;CtU-ed`@I(~<4g{j43n0CCda{Q{s z!MO@2HsCc7zQjDU(&LujnQ(k_k>B9^_Hw++07o6^S3(UJY5IMd0Fa+GcGr3wVhCk5 z`EqT;%FZflw~*Wg0}!vSep%o7`thsRGk+d6>?Q&=05H9*JA|)`#6h`MP=Y*qV1NUK zC2a}H1mqev0t3UlK@hDsQ=tj#XxGBPn8*DNEDQz^Bl13}fwrYUsRdOa^^5b^k(T@W zFYmDi2L?Ru)A}G0yarwz@B1{xmMlStfZk01YR_}xOw&-w_xnq$QAJohbv)Qw@X+z- z^ALfh%L@q&^WiskqDSuIxQM2q7tD-zLCOA*w$3%RNCM&tycAnn9031#bHuE85~(&j zmcM5B><7{^P0u@4Bi6<(BH^7b?s!I!6nCh5o?(^AOo4=u^QCbAQXW@)^!+&xFZidmoC>PkY8ayI+;zBO$@v z>AtW`KQpf<_aOjZcr+Z?{7cHme)=4=M*3`s@)S@20d$^E_Oad6INS z8tki(4tmibAodd;Wn64ukt?pJO2`aj7vs=59Nu4yeoqqZS5$q3AI%grAM*bgvg|<> z51k>N^^)|hz0$DWg;25(0K5vPB#K0k9Ls;z)?RVP_8saL=Wv>BGAM_kvvv1a5P(>& zB+sXnvPDlqX=Pe$Rc5S1YCgbS*;&iC;60}-Td6dpO!KFv)Pgux<>1&a#NjyXKC|Nj zV|s6f-nfdt_EhChoheCA4UB?=c;j3Jf$KZ(On%3EE17f!$?k3qX|%B%(};3(TO}%? z!8XLG@)ZC`3J26a*yfw1vd;A%n6Oous=z~ndse~wT&>`DZC>C8B~(wP%2%%;X!f~M zL0?A3DXg*rhi&TH!8MmNIiQ#eQ=0PCa(9o#ZR(M^%p~mi{s42DKm5R}Y?`y#j_M?Yo*(?VP65AkF?(18k2g4kZvG(MgX1^-l<+@lYNGokWpTPO~ zf(f85F)?Z~T&vaH!KQr&W;a$Pwb5EPTy?8`5cGL1mq6QIZW<);xi54Oue!99?RC40$=;#@iY1GFb2+}%vG!d3S{tdz>3Wu_$T*FxiW?n5I~mjr$o%T2MuHVQvF$&Zc{ z!Tkn^V@_G-&0f%b0~05dzg@O>KT=$r&Ha_}$&9WIBEb z6hsr_E81K-CnD=;pAgUFtPlIAh@uE@`2zw1<67w`Aoc+M*qE5WYm6t*7~M~hStO%F z+1OGQ?q$e}LoTnMX2^i^`4W8$uok!dTHCX!tLukKKcKkWCIA55XWExv;TQq0pYM#5 zx3Ooxd`KR*ke(PXDEgt*(*G{jy0&D2ST2Zn1 zLM(6*gt)lg_V_FS_YL)%!#7Np(#LtCiy1xXb3P`;Fd&20UPU?5=7d%%8)|T*ZV$w= zBWqsJ8ZBR6)4VSrsI1}6a?{ZjDKlsPj6UA*RyA4CEYxk36(k0mU%G)1{A2zHLL2%X)5Ux4Na?BW^U8v3!|% zXEgC3fztvHx{{LVokMg4vK?f158^cfY_ACBeFjWSC%*L8ZNsmTL!zqp9<~*IR$L!D z^nu&3kRQi2V0^u)CV*PzF6m!#%Jq&e9 zOQvcWcy`ulk${`0R9GAh;;msi{Z1K}7JVq7_TBM(a;~)4+gFn>ytU)Pj$JFXhH=Or z65RJTN^EJ5$@xF8x{UR%1s5o_jlk7id!Q86$`)Y>L{CoTyTs3bnVc(o(K@nUv{}^N zbe(yu%{Kjlj2hS)tp=gkzu9LPg^N2uxtSLPTYP&VM-K}ITIDrX)>=jHg7a^gatN7N zz~qy5YwYBdiFAZ0oW0IALl)X#OpJaDelvW13*}IwiVgyGzGO50EEeGU>4hgNd?DYD=~kn@F_jK zq2H1Q=YHmi@0GSx38X{M^dX3@*tNFPa$mVvV9x9SBX!cF9^ju%uXPTZ9k8bKARp6% z9a-WQ4M$4f)gMzTUZ#Qo9vvM7b~IY!c*mMoJ#7h$#jk6Eo@aH6-Z;k$jiuMSHr;fL z3kH2QkTK-*jQi-FP%*z?y0W!rQ5iK6wY(459q)V6&Hu9UTb2%j5Lnh!27#8dm6-gF@??`U<_n@7%XUglpEh7}1;T*nHZ_nmq4 zBwnL3)g0Gyuw)*@fA8Qoc;T^p>`CbOL3$AX3HzSmqoeG0-@Ur!JUpR69^hrX>G*{F z!25b;VMO)FNJAiKKWw$RqzolB;b9hO!OvXUdsT(mSNLc35fg5H0; zv)?k<78}xw#sgo4ZA>#Sb_W#<>#ENqS|%HzuG!%5n7P+}bRZ#qX{ED!O2pG_RtX`L zmt=GeIb9q<%bUzKe|A3(601=+5+H4uyg9+uw#6VPmwK-C?2b#cRSCq`u*{q4I`b+$ z{_tz*&g(HLHfWXiIMY;Sb-miyw{bZg1Inj?t8AfcwNs~EZ4l<-cvOWk*8kz863sj1 zRb%A*?r!KRrur9Ip(g|T%+(*Z51OqwT*(5r_xJaAchl167Z-zc?wpIJlE*?X$KU1g zl{8+8F_m~$j%-#Qhjucfj%9ITFK#qI8#(^F`MUgvKiNPl3PVndr>=S6j%$S-V_NxQ z{V{|nGCh6ua4CVhD%FH4?X;D0c&g`Wv}LZ!Q0AMxNvDjMW_$6st&SUSySLw>6M1)* zj;<4}zC=>7Et%510{2-j9s3Xj{t?yqx{K2GfmejgS*e9!+5_n~M*JV$&e)F!!<+0Z zHjqVQ95MOWiKs9RlKjb@a)xw}o2PE}XenNSFn*GxcCCG~L6Y4%w}w8?1?OjYC=|_< z8f{fZez?9zf6vk{jwi;bqMw(|SNm0~wJs&xgSc9Z5BEh?HF7^F$S<2D-JlsF8aR)c zF{e8@tAgj!x4QSyWdge%Xt(u6K$KTbBM2JKx@lqXJw?knQeB9g$j<>0(7s)!aVD&uWaTuo6Rmc85k5;`f0QIpd7&c zvUu{dg8~3&=8H7nacAv-*iIIh_rK%qL=P{UyDkE72b6c2aEL@Sj?A_j&+CAh2cqC-xt+`7klS?HIRe;>gtD%8H4hi&YgtO zL2H)th39nS-!1q(P7EIxi{)^mnCC50BpKipp(uaS0iY-oZg46d3CknpOf@G5<+y7b z<7#?Dq*|W^PmM}AplMcDQ)pA>*h26djRh64L+#)x##kTF_mb!vnJc2AKehBv5a48gIV`2L_-$6m@g*RMMEvzwj?j4TB_a$2CN zk(+8|^tj_A`I*<1C-1-}09c6!(K^xf%H4qPYx>RzY+#^dSg54MWG*rJnxyp%rU^9H zPG8uf<-82HUn(S!8w_P}d7!QE$ugP{DNUY5Muk;NS2Z<@cj8cskH~7+WVbke zxVn{|OE6717~&N2~<} z1OT6Vocx@?a4mLhL#aj5VtcZMy#kzAbfTwb5ua_vE2$o{o@-m?gPb6a2R=uOW&?+E zEN+=$oeGa0VH}iu>Z#(%sqqs2J*sPTZ5mGBJe#kW(Hyf0k~i*9762{xR0y)~)0uBiK#EtJey!_D*z)<_?C4`>DkOnP){ zg*~!>fsuxQiP&6i+M@aTk5-lVnmRgPm86-7411L~0$WZRK2Iu6KXN14>zzN@%Ja$1s2V5xv?n8gd@Z zxmCdv1_f?RS~e!zPUQiwj^ywAH20+12+{whr1%U_HzpdOaxrYPJ2C&3tnkjhIt!u9 z$tM;Efd2Ie=n@CSrC(k^X>&A9s0v%s0e>C@O&0WrnBro)b3Q$==0;K>{u4FCHwu3D z2GrXT1Ie;iDxdog3QclTQph2I5Z+EY`4P=tFED2HBiDTAP-XR+Y5b&=W$oum+Etj2 z_M}8swv8)J(L~Znk2Hq|)3n8bp?fLk>! z|CaxYblA{HDe$#M42)ytSCe=Bgw#0PQ+{+q(~+M}9m376U4Il&i*MO9+b1jI)wa~v zQa~gjrP0uo6=qE<`ETU9HZ~m!6KqE_ah!Huh2o_F z`Lc`luStB=Am~-jm#0#PoIG4gh(`OCcHuF39ts2Hy5VHb_C-6%PQV=4G=VwejUTyNGM(3LKA_F(ObdBX6?_wR3{=FgWDc|4@x^X7 zvY(d*GouEZFW--~*!jM^-LS|qm^@+$Z2Hl_rzd2Ro zN=Tj-xj-JQ?CLRp)WjPd0iR>-*TX|8oNv2D_Cldmpa*(StDlpf{R)vScRq!%rEyq|v%$(Tl&R2}XXkr(m}q+3))3 zes2l=holQMo9E;qO|nYpnC={odCD^Ox%l$fRob+5shZBD*y+gBol{KuNB=rg^{XLu zzNYjypD+!eEm|=y>jDH(bPk#|vBU9ao(e#xhDhwWZ*Ci!u#_;|-8XmU@Yw`cX7syX zE`J6Z{FLQrFM7GVc}_+~aPUkeD3vpnhPfhX_dKq4HP**(5Go5q$C4S3C|0HOjlKef zl!zKBw(Ouek{Z?pk zvs1))9V9_BF|P?ld9ON?!9()PD_t2D{KW!OL%pRycB=((jUSfh?d5d$5+&3hYh_bN z?P7F^E;b|QTuVZQ5IoqB)G5534(l|v^=@G1vDH(2Jb6I*)5IdxTvG& zZ4KXwGxPG!Gae6dTx>JHF#`0I*QT9>3A%s8&06%Eu~bo1eY&EX`GLM(lU%!ib9;Ap z=GGwn!F8Eq{YysN#!rgYsFH>qgYCpqxyqLmP0t}_&;%|O zJ)1UC3F8On~G3AtdNwmvzAvb|dt*B7SqL&F^gPX96a)ASKwWVhL&vS&= z`i%o);7Uk7hGvvnhn>uKvYeRdaOm>5H@c4jK1D^2o%sqDclVe819N z_4RU$F+0S&jFx6R;pwMjBV}U~0 z4mvxH4}pYXyO|B#tv)SZNpyQlKP|tR0=y=p8gSXFl_(F^u0(uLT8USQ2#PX$7VzWi zI+aWE1|uDRM(kHUW$Wa$98+alc=>7q0qeDa(Y4y>R9m;c zk1IIa_K}Z-I~DP0sXQ4*#M>nRthVUoKvYV+d&iNT0O??H8WbIV|5D=?0tp3pPnH!o7dV?d8|A!8R)gwcRwNotJR9~*TZgqJCEpWz zD1is5Fof04P(!)7z>--)u7W zBF{d~KiL}GI%u*yb=O|v^)DfSg*${!^k#EIyEq=)R044B{{K|~9+*NV;?(uEgf|3L zRwkXznMbA{Xl>{4!qhL81eLs6%f(MM$tinBx#W1PaN>!_=Xb|(IX*pmtXsRGOh4@; zcl6WTn_Q^)riH|m-D?OwaaG21>1@j69oHf0zY22^fS|Hb2Mq#sm=gYf1O;LrAVX@$ zd+gsTztU@4n12?A>8t3r6*G;)G^8^_^{ls-(OY@g_(ac^S0$AqK^q46s+grrKSfjF z8K-)|4I9tuBcYRt$#67kR5mhsPEJm1(CSaSi5tCF@Wg*hYz-t`yR}}1tlp!beFhgN zM*pU6eY(ozUdx4nwmME#G?u+cd&?|^v(DhiIxq916GMaY5)C4E1X`uK{LorMOE{8f zq_|0M>o8N{@T&mkk~)vc$VLCIjO$+TlsS^BrqXasbTm2OHEviZJWzjVZv7E;NXt?B zBNiNdE?Y|3=syZZyW{!7Kf+UI6>)>+K_x}GEC_%kyIAr3#NEC#D?j{GQ5X%K_Ehcl z`{c@^U`pRN9QGD1nO{m8=ttS6CMSUcejXDjVdnbv3HCN;mK&RmO;%N|Jh zn17P9=7W8Ty}wm$;ugtH%2>6_(-*O#ZK_n=3&>(9q*)!)FiN2sW|{U1N<+@^!apcO z2Rzg1a+WmnJ>*hmL;X-@Qim0OvMNI6q0JTlYHp!*$qIC?Ig z+WHO)3yWYmq6Q5U6Xx`MH_&jpKy*15dJ(^oNic84QZ^|o&0+gV1@kLqzb+pM8LaY1 zp=bK&*|@v=wFafBF<<7rFyk8)A&)N*KwFrGS)Kf`NQP*5P!(8DbE)pK{x$6Qrx=0? z!_Y*TE%lzNkYvFCzcVfnp=z8MbkB*H2G^xEYcO+Un6gM}NV}F@!4KKj(a|wEd9irs zp$6uj%@u7-m-uMm6LJf({@N_6j#ayxQ)$ce$WMq$@_z5**wopdO&NL)i(>!@sX(5( z$b{^nv_1)vQC?24y|rzAS*do|n3lqr21vNf7PqA)8hf2IoO)rr{#|m31}Mtu=@o=# zdlWTMOa8q+)z%*+-30hmn_>H&_{yK~`ss|>ZRbX^YlF>2KA(Y4_E>Juo?iBFZ<#C- zj8?f6iGN)WG5^BqReIn;(~SuLxHVw%x8bcUx3xm6a@`zRLi0%qc;yKIW6vNmES$A! zhY##Uf;*0}`hlT~x2}_x`4)J83LFxT=@U>RDaNbDP!o{2>F3Mj4=uVTSY!WKKxfn% z46n{aJR~_k4)`#@@)_kI>`rOI{Lp4@off zB*{@yE)s@=M{^@$-0&T0ZMyxOl4H0wPDrYMSHG0B%CptTjGfhp_s;#XXGPJtXWBE! zo@#IKwBgsxr7{>4;RVYgorqVvHJptk}ifh6F#8pJks7t!nmg216^3Tue z#ll`FW1y5C-7dKD1>8|mmM#h7nY|t*__OrwS<*;`6@j(_{$=pnhnjRANxug zV^ckjYFW|E-9-@9sxP~e2apaK1@`i0e_T}gfgIPUhCPd5_>7BZmsE&W9Q9WpRvYL> z#k-{Z=$5}Os#ji)%y8LUVDB?Rnw$q*;vIJ`lzXT@4i#SXlNl16TshAWlJGjEX_nP( zbnkkO=R(~$w8XI?tw!U74Di!xY+pm28s@W0~B#AfMOmo!DU(Zq_dC z_^-j8!+^KJjr!$zZPl#%Jv`Li&S}?6Yzh43RFP+B_R)S$hE37glRn-HA*)(TqD)g$ z@rPu(EG~;Hw$bksIJ?d9L?KSsBGxmpgBSLAT2cirzbpTU9Iqb z{sLjP?acICJRv>)ytAxcqY7=w^d>EeUO{VF*?q7Exmtd?^4~dYN0$EnB>ftd^jd<_ zz;d*}J7u;6?PZKR`-TOCN`P{V zD$^|;JdYDLd7bWeSwzOWfn@*EhUB_;EJ?mJQcahZEzfn&m8;f_+P@ik0=CQW+PH8{ zTc^*bXi9>!v9MHrt|i9gt+EWYtv|2^f>4xj{PUg~sC4?mG7;td0&AKGR?F(oiZxe3 zW5#d>We{Ga zd5G#z)xs}HxAxh6XKVKB4DsUrtOmf8_oY)e{H4NE*#w%PN%i*XQ2pt|;foD>sGo{P ze#hA6w`O*&W(SJBg;ri=d1#=V$jpvV=Ns=%*3LoqOja9n4gnY-=?az|-A|TOcACCD?A`-vCr0jh{sthFmU!=#ksLZdN_MIVG zh%KQ$KRvV=Ul3PV@<;^D{FA`a4miY1c!V2zXNNJ{;r@?BIR-l1@(ZXv%w6at-wu8~ z)F^Z!zNzYuX8?eE_ zVgO!sPdj4-Y@ua(U3)w?L(a+hjW-<*^#lavphs@+qy*7umbbhCyv*vZCnnp#M&nQ7BF-KMRX3OzfNGN6lS8hJ424m|#0W%g{q8^2Wii)=_a)S?{!Tt% z`N9d8eb5e0Yxr-1jH`*Q#H#ioTE|P)aaZZ#O6k={JOb^FEpq+ptxIv`;in?MdAsQ( zIpjolkCj`^3SSuEDNAMSd%9c4(94SYMp6mjb8g&X1Bs6BC)iz?@R40WN_@88ahW0L zl(I=nTp}I!_S3(D%9EvFO92p-%$o!bAzW1WugS-{QeK)s8W&V04?odmsHPuFPL3YJ zt1L_0&_>j~Qw~8xW)Z{3io=>v#9LGZhyXBl9bVcxtyR<* z;A7w&b3F|vblzhHr>7ZQU0j%sbV~kx@l()Ep8u=k56UeK7mPwh=I4X`5dwHYK|vGD z#zpqzziom43P3AgO6rA5+Ari={e}0dg6#@;$;OU$v>wWQZZE}0#lcbPvPvZw|J@2$ z()tJsZv6GDc3D+v1Me}mENW?LaKQ=#MD3SgxluwM#cDr`yYm`*hl!d`Xrwc)s}a>j zWVQl3H{C1+ zk{ZuI&ulzXPn784Hp*q_h)xOIUDrJfxhhko8?^L?@GF*(<>)&{(gKujUiop%3sPC)p)RnYCwTbkbawUlRv}u$8*Li7yFk+ebJKYO+Hc@v)w}O zv!nUT%0C+r)c@Xq3^G{t%RL8DrTX@Fd?s>rT+L)ur}KsI+1~0qIzsU3QMoi`{&Qk` zd9ZH=nB@dZLKOuh3mc+UgB^_X?n2*WCI!L0s*(=%3COpy|AYxvW&S$~!z&RL;ErRH zqb(zoe}9=7@r_61Us)nB+lYS*;J15>WOP1y!5o8ob z(ULBFoj-N>Q`*WJcFF_`|AMins*3XvIz}0VgL(b>zN6f(CXoJ&^YZ%j$zIu_QIN|* z?2WdPS0eeCJ;9L>wl8I@`rAq(U*5PW``Rx!ci$)gfXk+0UA!9aJ0TCv2qZug zY&ABJ)T`6zMOVf{u#c_l_}u6EtkECS>0C_*oU;} z1D7#Fe)LvT`1x;(^p;U8JUyEoT=YN;bi-j`QBl!BgJ0sw^43HwkP$>mCSi_$wP;jt z`3HGLfh2ZwcRwtlR;qeGX;#Kqjs8>%OY`~CICwgbhAf^FpTKSV6s}-~F8T_12ZBq1i?|tSQ_75MI2mZfmjltm%46;75jM9*jcC=kC4i3QoBl7yl zq9@^vO440HMA=HD*BF~FM1Li11QqRUr&nB5I=PA*{H0b-EU;)QkQh)ZIjfsPrEj?ZNFz`3EXmM{u`gijr zW!io*^^d?^qFS<N=e}S*!m{%rdXPH*ex2zQ%7Eg z6U_Yn3CZ4Ct_%mddzF!CmLAC5tV+r705Qiszr32-ebKFyIF-AMK?ET0z&uRqpf!-E z)~YLo_BRCclP$oI<&Ia`Ac?7?YZv-JVJr&AU%~W+bLVgP2hcNU3nYgH)r+7(kC7`W zfsr-Lv`5dEE>3qkT4Dz+&f9%d;0FXUu6&zzbyZB)B_pG6P zCa`-cCg-H7jjy0V1U?$~m+48A)vMwh93b00kTnEA9_Wr0W{VGEUtyM3OUzFTM+^9+ zoCush@k@>=h>1UL@BpGG`&A;}snQ~{vtXi?u8G?T<4}IebU!kwTA%PK! zhtR@CZ^DhE)2k=rII^Xif0-6gvFC~1KmY*l!dEnhI{ar{QcnxlI^lmu5D0$Q79t@% zui1t6rDElDDCIZ`Hj7QrLh5C0#h>2pIS zCkOZ^MbZDh3KO;0X?bjHY-vpT;)|>~WHD~c{(s*jRtV5PysrOvmBqhC#{cmR7{3I# zvxCxM&CXIdozKgnJs*}`Uyg?gK@3GqL$msmf)1UCOW2~#&jE%iE2|BcLwIO_7fldf zg_+-?Vl9qD7&raTmevu_Bx5t>Dzqi|C_UpRH_Ym-~83Xw5qR3=Fp7oEv z8&7lyT`k(KX!T~(#i=8_d|5>ipgYYz3yHS7vI#ss=y(6Q4-k`2E;_RSvfB*w$4l;K z`W$f7s;=*oEml}T6KLrlF$wx;_c-;=@RzAPPwsD2QR6Yj-&TJ;Gcq5iH2K>5yzNY! z`++^4tm>iBc>Bo*XetMZcm`|Y5#1b_v6q^d7tMkdm%AjB|1Cwmz-SO&?#b<4t%V> z3@4r>D5VM2zQJHhy)x836qM*3su_B>P($-jOSh?H)YjrzAuFQd2LJ-%(z%b;E65H% zg~8*@&kVzTJ+g^6FMpITmG*xcx$bbdx^6$>6%i3av-tjdupJO^m5`vEY#*txQO9eSY-EyoD&9nB*1d=v%rzQF}n187|9gLE80XxprBCN$dzFNe;s)!P4t#NHW_*W<%_(3X&V8UewOBbMFs@Vz8Q5bZ z2Q4L#dq3yDma|bdU1J=!?AxN1;BW~rVq_)d#)e5gJv=YT=yF7F9GE!~0)no8{nle3 zk9RYb7LJ4)HWBj@&G6P!>*dx4oDnELjzDuuLy&ML-B=(tSMoarF@IX$wreDFP3G0$ z3TyJ9T2k(JW>JZJW@})Zn?IO~(ve=l?84$X-%K#)CD4^nQuZHdL!c^WX>~Q-0_Xh+ zm4S{S&X5lRHTK7`27Edn=#m91Q1F1?D3<&@A?o5-i6Tbv2v%^VAo~3L{8bj&|4}=r z;G)I1j7;0oiu0>GJ=2YD<0`!?ba&{PxI)823-#%mw?E&+Ps}3I%4$-vGnGaoP8McR#cAIyBUO{oEnhoB=NIXMgNq&F(uk`zS(R8&-v zbdVfv>*4CQd({+xhXJFQGNu?6tBZ8o@Q4Ur`j}gMK{AcoS@leS5x@z8lrKf4_y3R& zEfG%N$~M?oEcS%qLz|c@u@%M3PqI5AtH$hTL^YF*r~F;NfF#-7AD(2q@1+4m z*VeAoQP@f^4^oj>fb7ij!;hZ}zS^~7w^DbON<1F5MDCwk9dx+R1Y%|D5UIXe;OflmZMeD1AGTYbNm%8Qv=)!T8oZpxzXH;_b6UP(T0=y1v(H1Up4g`js{Wuv+aUCbXBSw}jWM4fAoHj(wFj;ZG(_o|32=3|^Na zia07HX#jdgsyWOu(M9cBb*d>%7r;75naSJJ&g9e*yJtm7Id*+ zabkFmNY^dkV9-*GRz+Rx33FY_I^zDhDN_YX>9bbxHt(CP@0fFo3LL1(i}|DdfG7cIg)lnT^0*B;fr~c>w3T5DWre&h(=wV_P{r{)8xbF z;HH^@@rCNo&AA^omQ$lG?@Dn+PNII4x3(7w=FU&%K+*-LtnymZLyf%GojPA9d3D^T z`1F0nO&6-f08)bvd8UW;Jmm;<`Q*xiG1yWk0scc9L}j87)9w&u!gLpLtygI^t&B0N zJ{L#<<>RYE-H|iapOX}%lo(ESm-=G&bX+CXU-n(;$IGcN9jW*$MfhG5x-bjvr$!3F zrn^R2DRhO4jWUh(?LxtB(`oE6R-0qeUp18vP;7ztD8|jqV*HXI&O@~0wMkXp&o^aN zRUBBejTR64q?pbeR=QjpOTF2U_xK`iDma_W!eQ2;1=L1bvfV5=huhc%r_)VC&ahb9 z>^rK3WVrT_~uZOKu_4NtD!0#bJrwSNAv(GxN*Q z_-p`sU6JT<<7K~VfxL?HrO$NUocF}+Mv{G>#kY8vk9wN>9Bv|r5p(Cf!Y^j|R}(LE zv=!SR;bfys2@JFH?ZCRU3Fb&n{u}X}Kbx^;Uf6+KL`jG+nd*aK6H%Gtg}Wf2S`2(m zxE|S=nr^oL=3ZnaJ?9&K@s<^^D9wm~?Dc=ai~xl_$~lQ@Aj+rg#G{L1|b(3k8)w2AXad#1sL?dQ|dxDE!9;MFJOmqVGO zX_-m?E)4m(WdE!5ex_jH7(zUZa+_4`>@Y;!f*wj1vjhFsifBjR-g88)m-quW)Nj+! zZk&Zy;Q7^W-a}tgNtdVO)bsh+dONXPBYd*4g?XzlvzwdSt#u_o$ zI>WqKyW_7Js)z&3>a0#Su52NiudJs*4`(zds~_7MTK?6_O?D^1_TYGRwmC64up&*; zoYwiB(?1$H*tiG9vXUB5Ll5QHackrco|;rRME=&${!^pOXCJ?!_~T3!v@4B79gtQG$V&ipsgr`& zQ4<7uHW&CWT{PZ-bO7^5`QPLKkoJ9=UyO_5SXTi+iTY(s`n^+GZ=aih*@*W6_vm9} z<*xzsz~Ob|bBTca&#V!>%vb0jqD#uTV zo~7@NiQHDKQZM?<_q_PtlTt=^?3||zQ2x-`^M0F-|ABI|;NZ$7wRuxY4%CkyKVLpo zTj=O9DPdNQKEaBKH>Ge#*6Pe0uh4CTNs*s@>t`GOS&%0Y0lwDkfV|eyJij-jMNyQ- zA(SRXd$y1!CNJ_k5NP9$CLpu|DJ`s|?^vFmb>iR+!Ohi6NDD02eYDQGxxcXxHjo!H z>um`{J+Zh@#8qf6_VrS2Tq;!E9E7C=ItGosb}n+xig#cOpj5TGU&XI}UFy`Xe`P2- zTtJiv(U$j3VSP;^SUZPQ6LlPnz>kT`6Y+I~Pq-FA!x;(wp8Uo0uB0JwOmWi#Fj(jL ztBImghF6=4F=;93q>Gu;^7-~d|8U;2tqd}NQVrS+v4%a|YP6!b#OD0kqe^!!{|Zzv z;D|*vu&hf2)N*p2nH?VxXijve?sx)o26Hl0Zoh!kwD)6RzAoK`^&r-Q0iV-rSxt`H zZ&{O719aw25gjYp%swHMq9#?a*6K3MJA2h`nv89COvIWg9wDA6mo)9|`$LLdsw<+Z zm)rcQwKdYWb~c~H&us<*FEm-2eq{Zwebo(atmu_&_T;Xssu&NPoeG^izIIiN?h^@c z6_~gp-}mz~wWWr9XP1e?ZY~#jHOJD!Is<6H9g}mp>-g^8ZJ`L9Ux>g{StHGK5QDmPND(>7FhL~F_ zUE<&W*e3OQ!DOml#GM_FT=D29RS;-!Evij7xpiF(%m6ZlYQL?ty^p0DHDJll=U}>0gbFFm5FBCL?Wy( zyKZ<6>J+4Fch?EA1AOst@n)WKab@>40KjP!N33qKF%47UPEzCPb};_p$N;)xm6>9> zBR5ke8n-qL&+XE@;IqN>TU|KLFBr`n=XG{rC);^EgjNZMczTP3v2~fC9kC#GP*Y8i z>dO*djN>x>vcbdIb42Xq8yMTkbbCj5P4>MLJEQKJi!>oCg+i0X2e`Q}HrLnc5F(;= zefUy`K0J^~kfVP6+Cb6B-t-4EQ)?z*i_2hwiXDoUGlvTJQffT0*I3vd0MJW6o&y$T z=cSsVMXDHxXM3&|>t}atc4&kZu?6mmQjG?jfbTmc)a?Y{8$W#>ehGelD2Pr*+t-9s5=q&sVpXm@ElhvC`LYZ})xU zEasOUK74?^VdS|xZWlWmC0~ZlOt1sk{kC_cod1|Pj9B}jBO?v~JYYEf z8=BRepit5eR%n|(tysvN!P>SqX_oU^Lv)m(6k`WrQiVG_H@PBf&mrxw(S_vZNIGt9 zOEfMAFwA)6nM=7YMvhZ_HWR3K=T+{p_87sQ zRls||9Wie_b0L^>*57H6%tzjIqtU6i@cyE-7K3?4X6C-C`+(uP7zyTPb=U~CrNk5y zzcWvLx23Y45Q4*4&rpC}5!$W1PHARz{7l2soQA7d9h;OyaNF21A-|=CHJfwT^oW-rhrG0 zY6h^(M?;fO9Gw?s@vk>k4?7m&x3DOt^F5*?ALZ-E$J_2(Ljh`UKygs032m@3_)|*X zzQI)&Ox_IN-6JV&j#6Gmxj`!D z+LgX5TpF?`26l2mw+WY+PPKyPFCHTc{SCZ;O7575fN_xH`h3^!A3 zO8(qU)?%a_Ol`VwhtwPX>IWdwG+zAGx7%}2kDm?~jK|;`KJEtNCZkX20U7Eg>^D^B z#n(K3Ez3O|{b+IC8QCqnN%h*%tuGylQwH41><@2Y<$jjPN){PsCG)HVem>^$jAF(9 zupqLDoQf@i0+z%(sF|~Yo>4Fc$b%W@(!_{7j9~9|dj)@eYaf*TBux2+SZ5p&z{Nw`GWWjq%IY^$f+cp0@kSY~*48ikph$tv z_VA)dr!PxmBQ_Wlo}gLIm-+!=!>u(Us*CcKw>6Fbef=1^8hZ&KQE`fQ(A5p!4^+q0 zOx?B;LH+tE0F%_`<|{??{FG%A9PVV>eaaI@w|^QOzjmveReYxmv#jlV%REB<18<;# zyIGmB3?<9V>^$>5tIuP6R=r!owx1TRF-j*JEZKJMu6+k5aS;t%o@G%$1oxlk@+%c1 z*2UmE%`uc?sJ4JtxsYu>V^~qsrDXSZ%}3{>b7>l_e2T8+A)cN#OdFGoFF1v14k4Da zUipbNdM#!p?$ZJ`GwLrM^zN&dG7ijOrAe?~b3K@)g-GHc?!K|EE;cqU?3X{PY1(y{ zeX5}kk&)Sii-8ky<)Ne0uv_H5Awt9AK zu3?{FN7zkG^HF{$B%EVEIwqaSsrET7$<8NXxgtUJH#Zp?{!E9 z(9(&B9W&4v3C?p}TdDMQTD8HsMFi3zook1ELuNDW7iCm*r>`}W|D2UsU8q%~N>T^g zUd{R$Q&g*ZyL~g{)QN;&NopF6QhSBhd5}qIIr!Q5l+yAky*!wSF)ozb8y>~kc^-#9 z9tw-k*5J+AXQTwe4f~(-_By%NXUBa@Cd*}%i1Ig-Vfx!*+--|YkrXm5^z`Uz)_&y$ zD;!Z~9Qet5X{zRRTP)TMI%btt;2lu$UTiY{(U{Gz{?<}qs~a!<`(bCpNFPv(9iP)0 zdN3sT(LjP|ee;bg(1=COk&hoB5nDvjCuo;_)n4X9)F+!9F4t2q(HVW5=b*@1_<$U8 zac*KDud02Mn)OjP#%Z_WRLhSf=TRby2Ohp&@voyU;YU#B6a Y_labwRl20pJpe%ciH=Gw=y~{m0o~lD^Z)<= diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.webp b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/topology.webp new file mode 100644 index 0000000000000000000000000000000000000000..1126c103e279012268088ecd89b0719af2b35ab9 GIT binary patch literal 17978 zcmV)2K+L~VNk&F8MgRa;MM6+kP&gnaMgRa1`2d{(Dn$ZB0X}Uolt&~Yq9G-A9Qc3@ ziDPd39tc|4ZG3$R188V#FTFn+B*&?7^4y2o*@4>!{om^6y1)5;pdaRaIC@C)3HwFr z?f*yjd)(jle@lNyU-%#Y|9}2Qf4+aW|LyJ}{M-C*|Nm<5{(i|n=0Es)&Hv{00RQ#s z0srT%U#efu|0KKl{;BAk7` zUH$j|U-&=tzqJ2gzsSF%|Gxh9{!{Y^1 zd)@FU(bpAu&wmqQsg@3d&;i64S*)lCz!-;0y41)VqJg9dRY<2|j4wJs)2B?9MC&PH{z_L1)V=DPbtbY?B(Ix< z{d9@b0cJoJA9_4*wm;NHZP3+h-UBw~OxVE@cM$TgW{1@kK4}RKWEEAozR>|yzbOL! zp0tvN!+}a0{5}x(2%1I$kEUO}op*`#WG07fu2rXt%AT;rVxP&PXQNY}cL@h9Yz^X6 zt!nMtq(Nu!$qwf>8nO2p(-8=TyiDv`dsLU|<168&_J~P>QP_K1CajxJ5SJWMz1EK8 zqWv{B*+a{=o7lgC?OvKq)-4pxb8z7LbKs}NQcA|~L8ei5$GF3|<-N$~s`N^nTmv}nk-kC(Oon6Sl#6;;_i^DcvEfqDs1l4INcwvSlpVp9%V*8yGC=@^Y0)|& z#~@P~ay1$`$B9e&SU&0Tid`>4mbJ>xrrw^$99OxKZ@~5cxRC`&g-22CmMfk$WqE9i z$iKL=P~SCj&o=b+7uI@YMAwZcd5Q?L91wj-{%$EMCD+BVr68^2Zo^+N1|Z+P=>$M+ zv$(VH2RG!#=;(>TS-L;(3LjTa+cy4>LX()8$bc!tF>xH}6iQHf>7WvIEYkpuizE&d z^7=KHEbMQQ?wN5*WincH#N*BM8bcjWWCd}$*+OzqnX$=exNwhptF9w24~iR3S&O_> zP^NaBBdBQp@~+I;_~;e4%Y3exO6~&|!fcT4kNdnYBbtN^-y+xLfAnZP@=q%Itt^H~ zA6-}W6mAo+SU~cM$f?g@3tw&H8JAST?Qs@wD0{;h6w?Z_h*G@%W1Kpx$)vHFC*g)p z=mXa0C@Z-C?eg?1MlJ-QuwR*cIjV0&hH+t0yYskDiiI?*63S+bm#G^WDa;2 z|4j%4`!>SPWd3F_#yH0$`5(#r$2fIYiw^w9F29+6!JFGbif*l{Dq4MyZ?P~dqEBv! zkN!%!{Hcgn+&k8~9+K7JXABoJ@8|Om%;J4hFjk&sE#cdAxYTk(xMN>JzB7z=GbeJ&C&mN<~hTv zyjP~3gR$Fy+HrFLDM)kr&vD zj(sE(Lo6Gze=*J-RpP_HG0ULWA6@@9=7akw5FP1 zRK(37&F@V1>AHgrFA<28Ox$FRFit<{+?a=PP{Y6z(JK0O36%C!Wv-=7|W809dE zwVz9;@RD6d%O|=h(+(T>D;@^_ll=IzP@mX}sO?H4tQm)zcBRG_>CbxumZN*-dlU@Y1UAoF%1SY&SgITr;4bQS zUh*NR0>(@*WAZ56GYSVrNS|jie5KP9mDF6O^oqqKNw5kLx2nxlL~0U}1H!)h@LES~ ztCSqM>Kh$7j_`=dd|4k9}A7N#41xy)bFZVs0Ha6%rAvfWflkmXQZht!*93k z>y z*=RHTyjGNOPQT{XeFS=tSWQCb2T?&;@oam`CfV`aC=yqotvW$ z{v-ouj|0>xs@y1q1WS-AHq*rvaMcd|@(lj6Yqz(SAWzfGuzeqTq&Ii6q~8i= z&o{5?Zrgu}&T)ET*wUh0w4$}}#*loINoeFRsM>G0v~VmFiKIEm_ZYr;*gw_s8Vb!U z`u-D)#2aRuG#jZZtA#$ULO=B3JY5&GC@*4~2t!FZ9+&_DYp5dBEAV9@hEe+n<&?p$<8rO2 zH7K4VqT1z&Mlu7)hlP4e=RW%0V30vzPll;no(6)CkGC{!CQOafiv+4Eq5RU`TU<1Fg9=^pf*13Gn1*~;;0dA698 z@!_9fI_WT<2;DoVqMLr|EvAcqi0lEK?k&7KA>e3fQ#Jr3+#BXxP{~ZBhH*y zwfhi{D8K@EeY)rTz(u|q1Mr6ao#8+4(fI%uei1KcYudi+d-+^Nu73xIZl5^)d&_24 zgr#wu$<9jtX=w}fvmRsYE^mSev`yy4uT(9xL8`7yn`(i^$3m7}l6$^Q0Q#^nViq4k z$&k7zDP_gfgNQ8x=}E7!^y6{|C~XRc0@js_|Mfvp9>gDzGsl_3%GF5COZ?*^UPX6i z%UyzksxUU3BUx;*Np`t8zc|9Nn5|8Vw6*e1eC)p=>m0$n2d*N0^RkaxN{oIu_H+oU z_W+0K&9av{&2a6(L=bK1$jgan&(`BNcJv02LsF)CCKC(?s7g2+c?7`y0fcgrh{&GG zzbh^#rB{T6mh;2mN#M0x~x57pwRDY!@OR~am#J9h;^X0k*Cf9Z(N@~J7a zS*p~z&;gTIiugJU{e%>W@Xv2N^cd|)LDIb7zx#xdRYi;6=;HJBG7Xtz=b-WFXv3o# zY4ip%Ud(H9-(6W;Mv{gL%6TjQq|k$^QyFoHS3KI-kI@G7@n1p(MmfjrZi@^;QemJ^ z*&Ztc!akZArfMr5#y=n7Y2c!4ER$bNc`O7-uW@`ouxq_5!;)a7Mif-xMow?ZPr~v; z4HfnWRP9GN7@l1LfIZ-ds$*1E&F&J91?*6Vc)pcVI7Ye0goCDG`4=xwmCu-06VUGu zw*{j(2-)Vp2GhW?RftAN^qkQC^SQw#`nxWb^%-@Hn*JkG_`{xr?BJ_x4wGso6T)r3 zVU>sYx3BhJ7%+2`V5nuWjSxlgF2Fr4tG|79&?dTKT@}_1Jmz~#BTmV2)kZbpkKMyY zmbN1CQyJ^>*M{1584psxg0~he)-`)qu6ZqY=m$`LYcH4>--KWCIj5|f{b?)w#_x1+Q_HW&{6X}^{)q>7pJdf zWfg0o(sDzTaryDT34KJ#E!*o*QsvN<70}bh0os@(6Q+1#mDncC`c@DWGYhg{5-1j5 z!@vL%zA3dL7D8~~k2u)rEE6%A5O6T`)`wnB+KWe5ZT?N@>DF=qTbOd}d4p=aGqSDD z>rk04mZ99xo)w;66q%C4` zx+GM11Yy;tFS0GP%;%pU!d){j)#@;^a;y0G_zzBRR2~A(kx*^ZY%IQQ{X%U^s?Lce z_aM-cl%E}QFb>&lbhvnp&?va^5+7H12|ehY+mQ5M)M^D>-}?Gb8*+~v6u~{) zNHuD1HqX6|>sX-$BH#e?vW_jhBCdPg^3I? zuixdW+_r>6pme8pUoE+1*ywpvuRxBE{nD3vR#` zxO1JnAFasBA79XH+Uo9-KD>0=F`k>l=ep=j171W+vnTntsa<+;w4daTO4ad*ttn43 zBk)bQNcxd9cqUBX!5G4VC^+a+QX&IXB_rYKYtc`dwGl+k`^_+nmA&!doQf`?Bj?)- zGA<)JPV;7ZGcSG(`YUze&}FVgDOMC+hYwopwnZ{g{9h6EpI{yBP`By;428f9%9GFd z1SNmT`LvT|zrbBZNNw{<-C-ENI2P`U8-!6mg<@UZ_Gbom; z&)1#SBSs;+SYryNC)#FMS9t1tkX>gVhss^2xi?-wYIqzZcqMr0tOx}6x)0wW*?Bo; z$9fHeecdO{4sGLt*SIxGId}84w-@{0l%%4F!MX%hT!>{W1EWUQVZ@nTL^F|-jxLBb z{PK^);(DNqt+Z&D8crQVW?`j02j%C_&x1#|hXW}xE47rJ!ru>bIXg8x_zdhoQ>sPy zf7A=erpgz8Rz%EIQ%HRe=!1MdN5ov4`snY?qdk1@OMJksQW_gRfnGARV|z)EMVY(( z9x@SmLnMWunA44Mfo%y}0OxHFPuTCo!5+p}1*O9Yimn*BV;5!Et=T4j*JfH5J*Ies zfWvS}cGhr?qCH=mxzVs3P5X6_Z8c=$ObjCo9@PKoLQQpAOX*}!!dvQ#J_VKwChSIi zlEzAgA569;L1+iqGUN=3R&s$(G9|*vlg2s3cABk3W@^J4o|1&{mcoF}v9r1_d;2hI zopqmoMG~aYoMZ7Eu4en7@H3&sDs9sV<9fzS$dzhJ^f2qlzeLqQg}8x5JEBl!3vz!T z_6~zMShAS~DYq2@nhB=9~&{K{7q+8uW ziF~(9P+C$;2O*TF?zC6u{>EuM%#U?zevcVA)J=q#-rD-fqj40-GH(#26@8AmVCSk&k-9;$!ffe1gc*h3K0H+)6_^dR(*f-Ox8K#Ll5o*kQd>8gw$`2Y zO#9AUs@suyD&m@yL#ROEjcHB2BJ63r?UmQywBY~^zq{lnv~iU4=>2L{ff>iFfj)Uz z1u?l2?!`aF$a_iK5r9`7K~1+wtv_3{u$|k6yzbDhtAgUx-qR`^7sz8P7%Vz2Rkne@!wvwVGy=a%l55Nuhf>{GXGH7L5ELI@j%`%esDmZ+&n9RS2P5E`i2cGY_z z^_-!C|H8UvRhdK=lNBeWV?M<7|Q7o6jjr#sgg=e0tO*eAn>@P2`7na*Kpa}da zG#G0^1;V#dgs{#3_3cnG1h>#lx~rvet+^$6DTAT9Dp(UOIJfN6i+vQhJ#2;#SCe(e z?{5tNtfwKM9>6JK;0DS7NS-vk!`mH}Q>Ax~;k7qwphaOa>>{8UU$iIdvYXH?KW(%Tq+)L?szS9f2sL_wWNGsQ?IlAAXctirlFA z!HFOIubqfR7N`p!eQv=e&{y3$jt|P>;^MM)vfQ1j-V+Q@3u{8{xm43Kb9@M^CXO=q zR=mpm=L9llyI}*0BwXymxj0FobCCDM#wg-lPP0VRS5sv9EWy_jXAKy>mUW2xC6}(+ z(fp<2jX$gQQdQsu1Qqb69DGrgg-bT7BtnMZ+Ta#n2~UA| z8<-F>veAR+_0#4vcSaf(Ry|MfA=wD_@qi>=09D5SHK%SojV&5b(h8yj>|TW^4n0^} zh|1H1x+?jv0FhnpV~;nQ3A^9LMRr6`!MpW?#(l{n)gRlC8K9wSKPpxoa<%PSHA%Ak zy|z$pJg}E@dr{oh&eL^b7h9h*@Du;e;;41|@BN!Yc}(Bwe{16_w)wE$M~4PU~#y-AQa({!H< zj9Y2CLiLS46B5pL2JIOxz~M_VAF|FM84kG`%ExZqZ`mBV5X|0=)GUm#Y^1dhUuT8nvq1pemHKGYj>B79%tJFSu@dSPxO6;#Yt&)lDtG&Fb zIU{Fyrub5HlrR_d50D$(6&sKQ0P4|@?$%5JeI;%Yo|ZtKS}3=tZuoo`JOS>ieHuF7 zo9;s~d#!sWmM=!@V@iRME~{Y(BBIF9@BA`)<+023;Pw9{m$W)`HOtUx!AVkyr(iQp zmAGa`QIk=;BU~PIVpSGcS&jqOGR%{;UvDtH;Jwl$_vL7{j)qrz%AbiTKf|8iVXvOT zgU`+Rn|W+p6>t5!Pswh1FuB;(b%&ut=eu^={U|)-gT`FDYGzVkrTG;_;w9Pr0Q^tq z2wvLdU#lBk6-@^Y&O$sDu7r5PF`ED9#}{P79Tu~ZV7E^omz^2UgC58E)b#=f2Oes_ zM0*b+;M6)cg39cv6NT#VkEqA%c(m<93J8%DHZstQWm!6 z?MjHq^$%Q~Um$TLQP!rfe4e4=arvPF9th%Ay!Pk*jW2~nGH6!kKM(w+%cyo@o)m#9 zo`I2&R}kzJq3KQX$wmOAsJ==*yWPD&^uPfOUPpw_*h6euSYL~}aQ3V^#BPMULU>U> zkaQl@eDiAlHXHV7693J{crrJB+&YfkB9J=Ow09pi~qlZZos_7 z;8;eevHy)46Du?`*Y&Bd9SESW(?pAjEI5 zA-*2CQPM#R=uJ^;jo)oRJMHog-)IoGbqZJ@)gn4r;E<=Mbduqo? z>ugo&BfN}9z)Lv^l3ZrF^0Vc0Htde4gq14q>5zJ@#dO%1-Vefw3D@aFoVPhKIWf)G zF0Ut4^C*nz7&Vi6K`o-j_4UkU<`(?g$brZC=8lfG^?qf>DG(SP2|ASO-p*(z;Sqxt z6hcS*N$5Irr06JQ2`Z{?2XB$V4Z(M?KGf~+7cR*t0SHnhVbMnB`klfsTssEO{ zk-V49ZqX3S-D}iMM}*ZU{eZarS^E;D?x{O z6ilPk0`a-vTzmp7(G3^95bbThB~z2TR~GsLpjzo#ug%l2Frb-TqYW>%++J9U#Aw4) zrTh}}IWQ^{YeWinM7D=wzUE^irP=S#EaRVh1+W#>Z_pD9r9{;_EI(qSF3Nm0%zBc4 zEDG47Zcji(kyJVn1L^2z*y2P;PhEzu+}-{38ha&4Ua}eIQ>bsU30ddyalbYWzo4S~>Gx5aktlt@I?XJONsxk6WeziTJy5jc$^X z&6{kkZ6)e2D`s=i`!(v?4I9;~2-Wcif6TeQ+)3^@pDexmeur)EkEIB)2n^(;{l!mM z=bM{t#Y}F5@syksrGra_?X%EWJc8eMcmGg;Eq8A+#~x2)%H+66c2BpV=Wk*KM%HJa zob;s%#xuE6EY>$NtbgHbHyGRKQmOlye`;98PmlnhJ^u3^$=gj=B%SpQ`9RB=lVawE|SNjoS!zXpsC@u&^ zTCY`8pcVgD%{0!wHh?9s{%jzfg_`ns@?%Q+Bez|pg|nu-zQW`OcUIKx3FaQCO%UM`~dQdL82-UEy~=v=0CieET2xRGW? zrzBQYV{zE;f4&}oMGz@+tb=Q395IG5dNwTSdD8FU%k5>WCRxN`#)$yX=3PVb6STthnnkqpXgFZArk32%tS^@P+$~t< z^$}{;A24sLlSrw~D~PoChML}06){7fL&|i%MDl))yrCmaL9ed~@$JO zKE8J!!XE@+7OU;WyAucl#~QO<+1a5^Iu#Jx-#7*9IaQe!D}B+ovM+$e6F(-(>@#5S z{-WJ9`vsBV9Bf=J`|wSkN~Xa3c~lxnVwOjU(xR zU5g7YZ{NVTCarCce58WfEidL06f*4bXoO-81em7A+Plx?P$5xjEV%v-|K?430xA{( zv(CGTh~b@fs>eNTMG5(xexuX7bDfvL^aI_QDrMzPH_}3XpTR2SZv}QuHVLech(>9P zu-c)+(@fB#U8-cUa~NS0IOd#Za`!*@O%u}iCsRg!1(LlqUAafBB&j|Uwa)K@`3~?u zpNo^ySqfN5F6Te;aA^7NRSqiPmFc@a_&Kx(Y)Nn4SVYot`hqO=C?$!Yup!pdHfWJxF25T+2Hc^D4q?oF@V!dlWA;} z?czTSC#r5Q&pB#U`u=+DZWg0OM)qrfJnrJ(9n&-bBk4|Hg>M z?Mh->|F)qi+kU%Q5s;~I#yHy3a(e3zdSCQi?-7p*ga^v==M{!_-4%ZX0ap7YVCxNG zcr`1@tud%QP&9bGTU(yi`OJ6W_hJ|LKgu(^AJC9W(NU*R%_UTlnUc|=a)q|<#th(X z+V(6md?Ss?^^$T+F>gDaTf!hkancRPW+nzCR}@LvE#GLSpT9)9zEf>RfiVE>Dw{jEE5`EIdp^oki2$wj)F>T^13@z z7?sZI0IMBcX1S4;D`(NruFDborK^T)aUnKz0$zB5h`i0v95MNF?ygQ5cpfDqYP6^2 zzEpW-P=8-kz#2~7E-p>eIkt8PQn_oKi;KajUQL;(kqG6-X}UR2NG!dj3Q-y>7>Bp+ zJmFv{$oWw>M|1V)geP3>CBL#U#bgYUG-{5?2`Q2o_q?1pKOSjO>EXk%))KQ>rI0)t zU_6`}tUie06oOA-35XGoy9xGqVl)%=>4uC7fGK`grCS~79gDx z%oDMGLyl6wyE}L)q)juUmBb-^i}%Y9W-%yaBB}CK zIaM_jz736xG5Ob{`}YD?jmPi+M-Y0#6nA0Un}iEZT5b_~P54y1
jmudkS2SN-V zqc#s;Md~=I$;JcW1EP=WE`mQw|CJGlh>@(Pj30n9ap3VAT~N_n8yW-mE6q`Z3 zw{Ue*w<2ZGSSMUbKY))Cd78e`w11Y(4VoJA%3c|3g9SlZm!pd;+J#lBR*LL2_Jr3T zNr8<3Zw3HA>?>*6tW7Z#vx`^c=qgze^BjIM-B>+Mx>X2;?#JY1q_Xh$gzNIU+&1J+ ziCJ;rCmh*2o~67CyO1HSa>yf)?p{DO6_PktKEjXt0)ztRn1X<>8m|P03F+a|U{_~| z3Wn1vHd75NpX3Ie>MH!?N2+-pOu+;e1B#Pf8UA~{wOKfDhDppLkER*TkC~zPZ@p~H z%l~tqP}K~SadN1@^L{D!EaCg9E4_jVF-xTssO3(T&~p>V3F`S)^QI5&_nuVYiWxys z2+QR3A1mY&BGaM7Ms^WGdt~71^=l8zR^#5H@|-{33mq@FIX#V^4E&Wc*M zqNe82;}omGNj_ra$Hzrfq+FxYs%!DJkpbqY|);%9&De6 z{4OC1!xf)J8KD7HP$f{x#1{z&9zGnd+l)_4XGS z*TYy6PAV+sMZ{;5GA^V}F#VRusrY)&8QpC@Q}+Nhcn-VU*0D>Qeu7~_iTEzU89iTI zm3^~Y(L_d@hcwla!Scd*puZ2y-R``WFrm*Hq%O9(_=(`P}VR`y0gL`c<)RYAqw1Wt zlJJa2Vkn(&d^%Y^+JNi=$Knt}0memo8c+(75bN_jf9z14T7CNx9oE-Y=a#93fC}Ny zQ9wtd8w-FDEPA8Liv5F+#V(jYEjrKd?|TxrnB}<8ro5;9=7bS?965EwNI}*EV(n|D z4w{k=<-Sb1u{OHz(T2Y|GQqCs8oWrlxUnE`$bKLP{6rX%P}o8i4CU?>BOh`{5xR)5 zyBsRxA;|fHIe1Y>q*fm&V$vBY*rPi>R)Tx^*}>4 z@8c1-C{P2XcxQ*II*L(_z$^~Jr~L8;gXbwR53no4$QH4i@>iRqxN;>PT2w57^8~mS zQ%~{{jzS;4{z25^>|%=P8fT>s!v7#wO0O1KvmVGs~sA2Hg<8CtsJB| zQAFVTuFTlJ1+#&Xr(EZgRx|*UdB^Z8`Hv6Mgc`9pnq;QSk$iEZ8T|j%AbG37EIxY6 zw~rrhbvk-Z8<~bs7H`%uCHf&h>e6a4L6zM}fx-kFb1&b4lzbeUeD-0gXbq>?$dmza zLG~a@U;j7;^YVcjHU&0E_1ztjz1k^GV>vfk0NX)2d#t~{sm-+}9#`_RpE$D{;KRc` z$j(-09g|5|&(yuaUcwAm*3i_zDwAStDfYaI5VTH+lxD{Np_ zeoC{KpHR^4uPo?VJ($AoI>bza*qD~saHj2x{*oL(J%YEf`vgu7uK$mjQ4BO}=>2Jo zof_&vV5{o~|L55GbmE`pa|DbhjF-<{8(0a)@+FNsL8j|y5iYllpwgDR&H@6Hw|D?J z*C;qwvsrUYKKq{36V&LLF@%SPg#8$;9o8iq{kYe(r)SYFrMfJb7Zy?9-vftb%ba({ zGXH=2+?i=oao~@;ll@e9_W2}6R+#%I_;obeZ}cs2?yGKUxm~Rp+KmP4#Ls1SnimA# zbU$piQ^x>q66WVdZ8&vdsv(k6RM1=1#v|D)or|{4?G%q&Av+U7=jxCt(|G(Cp8LwO zqk~oJZRHK%(Eie})PwPQ&G#lSB<>P5VUGdmhU;MgIjpl;0OyhPF9PldDz$~4nKp$q zC4!(t8`CKqkk4>?@FR#^vPp3uWhP__x;^dITiV-qeid=}{Np3>zX+LDiGmviYbg7y zrWz1R#=&xgZdmawDZ}c!0iRmYgc^50CV)veS~J!OO}aPBY+zS@O0$=O@9&iG!&h!S z-4*e`X?gNOBj*>sBR?Y2Y~Kv7ViidyBkeJg+uL3E&n%TgxW$%fE_(7&<<1j-?+B;) z)(Ig`EIRX&x99>SPW>apwE;56&?3mVrQpY)6bmx1k{#49`0*VC8@$FsZN+$p3_e6as$B5@rob^qgeGT9k|P5p-w%7 z0)S2t;YM?ThNlu+9Fh5c(vE{hE*oo!yp3L@qZ>el#jS++_{vUd^_0Z zVon|k=r z0ZxUaGt~t{L>A{#zSiFncBY5k`sTu+>;n137mtgePE}$PV;I3&0~c-egEV0_y2>+A&a{qTP+g6-aL)1^lDHNC{>DyrP<4Lb zxMi~s_~IXc-p@q?W){Jnu!#9B$Gv6DfneYrbu8QT!%3=|NY0OJMRxbkgTUWOA>r7J z@Y$GCQdJ$HX(PT0-9hN%Lv5t;yYbCa8h!aYtT*@_Su4Of#UbBLg`c6v>cy)}Q_yx|^nWR0{gwf~GYmtEtycC*@`@NRZ7yeR9PMeP-SBN-n{9=n6 zHY@Hg@|f#jiXkQO2*N}F$|7v8#Fr^Bn`rP;Q&i??-v;6l)ll^LsP zmkoC#m6WK1O{wOSkx-&hZAti!&w3_fcl>9~Hz~QHROeq+eb8zAxBRl#|4zYH&dpcX zjag!2xs}5gYxOa**RGC^Tpe#_*ElwGsn>A$`tuMZZSdnk%4rBy;IS-`q~7gp!VV~g z8|^54|0#~P2%-zVo%HLK_Pt+ojx?>}7a&P9_~(=e*u{0)iMKBNm%Q$cA`atEZ%OiW zilj_B*@Qm2T`q;d(DpBe#SkMW$gFxWeVaSVF*a@^xh9OGQ0?Zeq}91LF|@IKC2<#<3zR-N1lFDf!x3E~b)Ob~KLb%^YH6Bc?QFR`SfT)# ze6`SJlAJc#p+~SZ1pI{N3?Zw34m_B~MY*%#O3@1Z^RR+wI7EG!#k%rCw2^THNrORsJIJIwoASu7y7@F=zI)Bu`jQ@L3Ke8^`$P7T1ZD|;#a)Q>?ZeV7eMP+uS~0q(uK^SvEpivsI3Z4MF$poU;_z*#?6U z%Lm^7PtR}CH<|P_f(NfHA?EmjZ1_OzdVG1D6*!1kIY>0roi4nocL+km>LJhLTQqUk-|b5KR{pcq0RdD`k|iAyc4OTsZhzwH?> zZ>(zej{q;q7;N;Gk10jYSSD4~O&A9WMCj#-QYEL{nR*s=zr5*00DU_V{4e5w0F)yr ztY#C0s#X$ou`Y(C?8OWTdJTgMfT*O?{*gDY*qzH|D1g}p6#%r}E9VIr8eO1}hwBKo zEwtK#`hT7vg~%zEi84YA-UCf=4$6=tU~~rl|EEQxYB>!vfOin+BI4}K*VRp-gr+(x zO3~OF{m*8{CrZCKom9jL-qKlMv$*E2Q*2}U#&wuscT`j-$>6?!*7C}RLzR6LFIj4{ zTm3MBEux>K&R7`M=r$Kjt42*_5caY}D33T$t>HKCe&R&S6BA0NG`W_g(VIHUe>L{Z=KP3e3qP9waUbd$N#N@9EPIAXG$a9iEx06}6_B|p%_VmovMlNf zMN^jL(W9@p_?gb?H9#Ukw6`a;1-=Z~*aXZL|VLhnW!W0184YBEwq;`FcYrO%x$CbJ*Q*0 ztGUF{>^%@&B_SuYV^C!U9RFQseP827JA1h`w03U>Qv!{UCVqmY)9yzP_@$*BD=9%= z%2w;X@lZ*=7H0hX)N+O~s_rX|q}VZX+mg)O$d11rO&6*1IO@yF zSoxEt`9U+%YTO5=&wbu%P!>A z8%d3`4+>IJqv>!mal6K1k-@{XZKLs>(W6Z{7hmW~YKt4xwI{dgmb3}$@Y_d4o`6<` zd2{Mdm*lP=Zy#>_tNWX`0&P!nUc;`hsS<=zHK}C4ysO$r$r^+wrx(ZHM-KsTUYAqB zNfKlH)g@)=Y$pA)y?W4+2~X?eA-M;2ui8&`!e~2y0FP(FGwq^s4fp~~dM@ffA#HHK zEvS$A?!!eC{l1-RB~-j%TGaq3Q7D(F&K6y4!1t2N?7g9GKdNp3^hB`H<=3&z$HdvK zfEbQH=s0I-2Cmi2nAf=p-AYeUl0YAp{>V+r7ZHKYSJR$`V`J zB^>pD$Ll`?Z3BExd9h=`ikZDc85L~A(ja- zPW#A2{cNYr--D%{!u1LoAvo~MHB7hnD%~cDvfWP@C?0^iMk+kt7XN%M?)VQ-Mxlf` z$zMWh?8usflwcT`e08JBnNz}HyRUy=(O$Uc`*{efB65ljA1i}6J`$^sI7+d&iofU+ zX~lkUd(0`ITNc#)sF?BY>JM`*-273JTU8&0S0&jwp8xtx>^TpGk3|$T%qe@sQQHvS zRL!szh zHvj>d@Bk+y!*uo)&^I6Pmwjojd= zMi3Y9xjiC0TMg%8>>VYzFy7f6(>U|!pq^Fph*m^3SdgCZe&0`;&SyCDwdot*6PjQhGR+`R|Hcx~4eecORH4j&t zW?((0NJq;h5g~!j89&bsee#{xJjeJS1GMJfq6#Ku>szv@828$PG)sA+^hVHrWy=;u z?(b+8l+oG3gFy-g08^0mIbsJ%4AY-qhy|)lk9R@68V+;H<9bDRPn>QR;1YD&iO`g> zz3!-X*1`vi!O@o*;FZvx{-+`U($g9Z?vgl|i%~*(S>>%A zJIgnc1st7Z(Yi0#SBo)OuKG*Q6%5J1?!kZ;aq?VhjDCEex@Ay zz}0qJ%rS+&D>wjgs}X8`pF_a>)mzpZr}hV$>H6XARLSKIeMQjqv%I{2xqUL}bk{tK z=7twA^5#S_Ks=@Js~zcp4WTw=IZ8>hj{8(z1ZI z`+0;~g>R`ej*gCpT#$??xM}vwsAhoKsV%tehB zDSpTX!+d~{pzy+}^yGP`APw&Fge>rJ`r%F5lfWWJ=1Xii+$of zZiHePGAeTMoPsY*Xgd2{=CyY%5*&j6@Ln9!-fseHjoTC6JCqajPbW)}-e`Y=owUt{ z11K!mWOD~24Lh|}YuIB~%$K;?L~Qn^Qt>&URyuN`Q73Y?5T-rC_l5riSMY-lHxCZ5 zyA?H>fEY+0*&f&`Uk&%dKmpFAXlD%fKbnj9arIt;jyrbweCI z_aQo=)b5bT08nz1M!n(*>U@1=RyKe0SEUAXyqmGTy6B7N&SB=A=R_JEw-FOEhTSQJ z=gG^t(LfK^l&UU)t6{rE-1kBh7Bz*ppD*hb%z^FO=MiBXd*n=Vg5c&YPGhEom^7^Z z-9h2}O@IHCiMhkVI$p-Eqqh~YW8A^OJCC{{zX#}-p+pnczc3FJgrK`_A7)xdMvzx{ zs z<$ncyfdHwqH*2>wT>ogH?38rg;=da+=P?D~B%2S4fgyXuFc&I^GC$kUJWvsEgr7JO z3g9h*ng706kR|2o%;P?0c}=3eA#$*$GEwpG^F@S>Drt8|444A1IjlgvW^Da;`f=v0R{+Hg z9Y!QwBCI&W#pdupQC0hk&AJFPc=M1FTB+3@zOQ9yNor2|$qx=fZKG)p6 z{~FM^L!hYz$N!S5A=(pr0$7+Iy^jFbakkZ`9PTze`5LOLiYIXC*p%pV4k68#-ZGaA zX(s+5Bc*Sj|5@(H14SiHE>egxhK$|ZlT+=$!~l{`Na6k*@0 zmC>=m=O#5+SjKJby&7Xav0zJdd}HB2)QT~)^@K#%Jkwlkbp5fUP=-3LUq5muS~%g# ziPIO9ulQ7>bFvNkE`8@*NR48rY2}cx`F|yGJVH=}RS&sDmwt}We-U+n;QDG_M#{6WuepTG6_Jl8Viqa!Z&J1L>`gvQ!sph<~8H#sy0-9Hl7w= z(+9qG$&JSrOydZ6MuL#e0AuYzNM;qBa zzZYZV#4jWp-$cf5`v3{Vp~)~o^C+Z}91o9DVPOTSp#+@lZguWYx?}`UQ-sQ#r=>Bz z_svy9FIRI4J;UzHq*V-*bV}E-Yk;R5_Q+a0e_Af< z$VFp^Z)lR29&&xF)KsQ%fPFLIo)Z(tF$PM_(ZJ2Q^0Rm*`YL$vS~{P(1wOI*MBnA` zp3eON2!kvcaz;$-^XHA6JNvpbgCd>@KM}Jpk*lfTXuIZ%m%D3;lLw*FZAA=Alu25i z&M$?>W1<{|ba-dCh!Ln9?w5tF##6S7^42{?fa=JOPcS<$Qmb8DWJMpr#$q1zmg?(E z=p850T1fw2^H5@+y~HJ&zoD%vo(R^78;A#~SKGWntrACSGymei>jA{+0UM#m8d3^o z<8Zmah8hJQ4}0eNglWo+=|rf5sXmYP%Fp>pW9u}?pPSbrD01j70+|N=zscmeDi=*t~lIoB|6D9=J&fd>zUNWh_mf~`Mi3vD+&bT8hC)SBlE?y9bW89p%zHEWJn0&}sv~Ba1 zFRRU96n1mOC<2@CG=jt&y7mDW>U#JC)~Eg0ZcDtEJj5B4~JogGCCjQJXD zE#CD+jkDA$BJQ`ZU?*;bs(Y6ki3e8Sz0000001kvLFFz0f005k^ BBvAkW literal 0 HcmV?d00001 From 483ac958507264033ee77fa4b660a7597cd6c525 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Wed, 20 May 2026 15:42:12 -0500 Subject: [PATCH 26/37] exit the loop after a match is found Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --- .../servers-and-cloud-computing/arm_pmu/perf_event_open.md | 1 + 1 file changed, 1 insertion(+) diff --git a/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md b/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md index b8e7e6abcc..a05e392051 100644 --- a/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md +++ b/content/learning-paths/servers-and-cloud-computing/arm_pmu/perf_event_open.md @@ -213,6 +213,7 @@ int main() { for(int j = 0; j < TOTAL_EVENTS ;j++){ if(counter_results.values[i].id == id[j]){ pe_val[j] = counter_results.values[i].value; + break; } } } From b8add25b48eea9365a5a8617ae49409eedfa033e Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Thu, 21 May 2026 12:20:49 -0500 Subject: [PATCH 27/37] first pass --- .../performix-memory-access/_index.md | 4 --- .../performix-memory-access/how-to-0.md | 25 +++++++++++------- .../performix-memory-access/how-to-1.md | 22 ++++++++++------ .../performix-memory-access/how-to-2.md | 26 +++++++++++-------- .../performix-memory-access/how-to-3.md | 22 ++++++++-------- 5 files changed, 55 insertions(+), 44 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index 1bde54f4cc..14d5313318 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -1,10 +1,6 @@ --- title: Analyze memory access behavior using Arm Performix and the Arm MCP Server -draft: true -cascade: - draft: true - description: Learn how to profile memory access behavior in a C++ particle simulation on Arm Linux using the Arm Performix Memory Access recipe through the Arm MCP Server. minutes_to_complete: 45 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md index 1fd669d57e..f5d0a29aeb 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md @@ -8,18 +8,18 @@ layout: learningpathall ## Review of the CPU memory hierarchy -This section recaps the memory hierarchy concepts the worked example builds on. It is not an exhaustive explanation, but covers what you need to interpret the profiling results. +In this section, you'll learn the memory hierarchy concepts the worked example builds on. It is not an exhaustive explanation, but covers what you'll need to interpret the profiling results. Modern Arm Neoverse server CPUs use a hierarchy of memories to reduce the cost of loading and storing data. The fastest storage sits close to each CPU core, while larger memories sit farther away and take more cycles to access. -You typically see: +You usually see the following: - L1 data cache (`L1d`) and L1 instruction cache (`L1i`) close to each core with each access usually taking up to 10 cycles. - L2 cache, often private to each core, with each access usually taking 10-20 cycles. - Last-level cache, often shared across multiple cores, and usually taking 20+ cycles. - DRAM, which is much larger but much slower than on-chip cache. -You can inspect cache topology on an Arm Neoverse server with Arm's [Sysreport](/learning-paths/servers-and-cloud-computing/sysreport/) tool or the `lscpu` command. Unlike `lscpu`, Sysreport also reports the set associativity for each cache level. For example, you can run the following command on a system with `git` and `python` installed: +To inspect cache topology on an Arm Neoverse server, see the [Learning Path for Arm's Sysreport tool](/learning-paths/servers-and-cloud-computing/sysreport/) or use the `lscpu` command. Unlike `lscpu`, Sysreport also reports the set associativity for each cache level. For example, you can run the following command on a system with `git` and `python` installed: ```bash git clone https://github.com/ArmDeveloperEcosystem/sysreport.git @@ -50,29 +50,34 @@ hwloc-ls --of png > topology.png ![Hardware locality topology for an Arm server showing per-core L1 and L2 caches and a shared L3 cache across all cores, which helps you verify cache hierarchy before profiling.#center](./topology.webp "Example hardware locality topology") -The diagram illustrates cache tiers on an AWS Graviton3 bare metal server based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture; implementers such as AWS or Google can configure larger or smaller caches based on design goals. +The diagram illustrates cache tiers on an AWS Graviton3 bare metal server based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture. Implementers such as AWS or Google can configure larger or smaller caches based on design goals. -NUMA, or non-uniform memory access, means memory latency can depend on which processor or socket owns the memory being accessed. On this AWS Graviton3 instance, there is only one NUMA node. +Non-uniform memory access (NUMA) means memory latency can depend on which processor or socket owns the memory being accessed. On this AWS Graviton3 instance, there is only one NUMA node. To get a comprehensive system-level understanding of the memory subsystem, see the Learning Path on the [Arm system characterization tool](/learning-paths/servers-and-cloud-computing/memory-subsystem/). ## Memory and translation terminology -Applications use virtual addresses, which are the addresses a program sees instead of physical DRAM locations. Virtual addressing lets the operating system isolate processes, protect memory, and map each program's address space to available physical memory. The processor translates virtual addresses to physical addresses before it accesses memory. +Applications use virtual addresses, which are the addresses a program sees instead of physical DRAM locations. With virtual addressing, the operating system isolates processes, protects memory, and maps each program's address space to available physical memory. The processor translates virtual addresses to physical addresses before it accesses memory. -### Translation lookaside buffer (TLB) +### Translation lookaside buffer The translation lookaside buffer (TLB) caches recent virtual-to-physical translations at page granularity to avoid page table walks. A TLB miss occurs when the needed translation is not cached, so the processor performs a page table walk to find the mapping. Page walks add latency before a load or store can complete. Large working sets and irregular access patterns, such as strides larger than the typical 4KB page size, can increase TLB pressure because the program touches many pages with little reuse. ### Page faults -A minor page fault is usually harmless: the data is already in RAM, and the kernel only creates the mapping. This commonly happens during anonymous paging when Linux lazily backs newly allocated heap or stack memory on first touch. A major page fault is more expensive because the kernel must fetch the page from disk, such as from a file or swap, so repeated major faults are usually a real performance concern. +A minor page fault is usually harmless: the data is already in RAM, and the kernel only creates the mapping. This fault commonly happens during anonymous paging when Linux lazily backs newly allocated heap or stack memory on first touch. A major page fault is more expensive because the kernel must fetch the page from disk, such as from a file or swap, so repeated major faults are a real performance concern. ### Working set size The working set is the data your program actively touches during a period of execution. It differs from resident set size (RSS), which is the amount of physical memory currently resident for a process. A process can have a large RSS while the hot loop actively uses only a smaller working set. -### Memory access from a programmer's perspective +## Memory access from a programmer's perspective -From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts performance. The compiler generally cannot reorder structure fields or split objects automatically because that would change program semantics. +From a programmer's perspective, much of the cache and memory subsystem is a black box defined by processor architecture and implementation. Features such as cache associativity, prefetching, and translation caching are designed to hide latency across many workloads. Your main software levers are data structure layout, allocation patterns, and choices such as page size. The layout of your C++ data structures can determine whether the memory hierarchy helps or hurts performance. The compiler generally can't reorder structure fields or split objects automatically because that would change program semantics. +## What you've learned and what's next + +You've now learned about CPU memory hierarchy, memory access, and relevant memory and translation terminology to understand profiling results for the example application that you'll use in this Learning Path. + +Next, you'll set up and build the example C++ application. \ No newline at end of file diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md index 3ae6d9b9d1..50d46d6f11 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md @@ -8,15 +8,15 @@ layout: learningpathall ## Set up the build environment -On this page, you install the required system packages, clone the orbiting galaxies example repository, and build the workload binaries. You can also optionally run a visualization to confirm the simulation is working before you profile it. +In this section, you'll install the required system packages, clone the orbiting galaxies example repository, and build the workload binaries. You can also run a visualization to confirm the simulation is working before you profile it. -Use your remote Arm server for all build and run steps. This example uses an AWS `c7g.metal` instance running Ubuntu 24.04 LTS. +Use your remote Arm server for all build and run steps. This example uses an Amazon EC2 `c7g.metal` instance running Ubuntu 24.04 LTS. -## Install Arm Performix +### Install Arm Performix Install and configure Arm Performix using the [Performix install guide](/install-guides/performix/) on both your local machine and the remote Arm server. -## Install the required system packages +### Install the required system packages Run the following command, replacing `apt` with the package manager for your Linux distribution. @@ -41,7 +41,7 @@ sudo apt install -y linux-modules-extra-$(uname -r) sudo modprobe arm_spe_pmu ``` -If you are using an AWS `c7g.metal` instance you also need turn Kernel Page Table Isolation (KPTI) off. +If you are using a `c7g.metal` instance, you also need turn Kernel Page Table Isolation (KPTI) off. The fastest way on AWS is to use an editor to add `kpti=off` to the `GRUB_CMDLINE_LINUX_DEFAULT` line in `/etc/default/grub.d/50-cloudimg-settings.cfg`. @@ -52,7 +52,7 @@ sudo update-grub sudo reboot ``` -For a complete explanation of SPE refer to [Enable Arm SPE for Performix memory access analysis](/learning-paths/servers-and-cloud-computing/spe-on-performix/). +For a complete explanation of SPE, see [Enable Arm SPE for Performix memory access analysis](/learning-paths/servers-and-cloud-computing/spe-on-performix/). ## Clone the example repository @@ -83,7 +83,7 @@ This produces three binaries in `build/`: ## Set up a Python virtual environment and run visualization -From the repository root: +From the repository root, run: ```bash cd .. @@ -105,4 +105,10 @@ The script reads simulation data from `galaxy_baseline.bin` and writes a GIF fil ![Animated orbiting galaxy simulation generated by the baseline workload, showing particle motion over time so you can verify that the simulation output looks correct before profiling.#center](galaxy_compressed.gif "Orbiting galaxies workload visualization") -Use `--visualize` only for understanding the workload behavior. Do not include visualization mode in profiling runs because file I/O alters the measured runtime characteristics. +Use `--visualize` only for understanding the workload behavior. Don't include visualization mode in profiling runs because file I/O alters the measured runtime characteristics. + +## What you've accomplished and what's next + +You've now set up and built an orbiting galaxy application on an Arm-based instance by setting up a build environment and cloning the app from a GitHub repo. You've also run a visualization to confirm that the application works as expected. + +Next, you'll profile memory access behavior using Arm Performix. \ No newline at end of file diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md index 70d1bd85c7..0df961b666 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md @@ -51,20 +51,20 @@ for (int iter = 0; iter < iters; ++iter) { This baseline design can create avoidable memory overhead: - `ParticleOwner` stores pointers to separately allocated `Particle` objects, so the hot loop must follow an extra level of indirection. -- Each `Particle` is 64 bytes, but the position update only uses `x`, `y`, `z`, `vx`, `vy`, and `vz`. -- Loading whole particle objects can waste cache capacity and memory bandwidth when the loop only needs a subset of fields. +- Each `Particle` is 64 bytes, but the position update uses only `x`, `y`, `z`, `vx`, `vy`, and `vz`. +- Loading whole particle objects can waste cache capacity and memory bandwidth when the loop needs only a subset of fields. Before you optimize anything, profile and measure. -## Run the Performix Memory Access Recipe +## Run the Performix Memory Access recipe Open the Performix GUI on your local machine and select the **Memory Access** recipe. Configure the recipe to launch the baseline workload on your remote Arm target: -- Select the configured remote target. -- Set **Workload type** to **Launch a new process**. -- Set **Workload** to the baseline executable: +1. Select the configured remote target. +2. Set **Workload type** to **Launch a new process**. +3. Set **Workload** to the baseline executable: ```output ~/Orbiting-Galaxy-Example/build/baseline @@ -76,13 +76,13 @@ Keep the default profiling duration so Performix records until the workload exit Start the recipe and wait for the results to load. -## Assess Performance +## Assess performance ![Performix Memory Access results for the baseline binary showing update_positions with about 66 percent L1C load hits and around 26-cycle average L1C latency, indicating weak cache locality in the hot path.#center](./performix_before_optimizations.webp "Baseline memory access results before optimization") -Look at the memory access results for the baseline binary. Most samples are associated with the `update_positions()` function. The `L1C % Loads` value shows that only about two thirds of loads hit in L1 cache, and the average L1 cache load latency is about 26 cycles. A cache-friendly hot loop should have a much higher L1 hit rate and lower average latency. +Look at the memory access results for the baseline binary. Most samples are associated with the `update_positions()` function. The `L1C % Loads` value shows that only about two-thirds of loads hit in L1 cache, and the average L1 cache load latency is about 26 cycles. A cache-friendly hot loop should have a much higher L1 hit rate and lower average latency. -To investigate further, check the TLB walk data. As described in the background section, the TLB caches virtual-to-physical address translations. As per the image below, the `TLB Walk Breakdown` tab shows no significant TLB walks. That means address translation is not the main issue. +To investigate further, check the TLB walk data. As described in the background section, the TLB caches virtual-to-physical address translations. As per the following image, the `TLB Walk Breakdown` tab shows no significant TLB walks. That means address translation is not the main issue. ![Performix Memory Access results show 0% TLB walks across all functions in the baseline binary, indicating that TLB pressure and costly address translation misses are not contributing to the performance issue.#center](./no_tlb_walks.webp "TLB walk results showing 0 page table walks for all functions in baseline implementation") @@ -96,6 +96,10 @@ Double-click the `update_positions()` row to open the source code view. The sour ![Performix source code view for update_positions showing sample concentration on the x, y, and z update statements, helping you confirm that this loop is the main optimization target.#center](./source_code.webp "Baseline source-level samples in update_positions") -Given that the majority of samples are associated with accessing the `Particle` data structure and that we fall back to L2 cache ~1/3 of the time, to improve the execution time of this example we will need to focus on more efficient ways, if any, of accessing the `Particle` member variables. For example, there may be an alternative data structure that has better cache utilization. +The majority of samples are associated with accessing the `Particle` data structure, and we fall back to L2 cache ~1/3 of the time. Considering this, to improve the execution time of the example, we'll need to focus on more efficient ways, if any, of accessing the `Particle` member variables. For example, there might be an alternative data structure that has better cache utilization. -In the next section, you use this evidence to guide optimization. +## What you've accomplished and what's next + +You've now used Arm Performix to assess the memory performance of the oribiting galaxy particle simulator application using the Memory Access recipe. + +Next, you'll use these performance results to guide optimization of the application. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md index d4c68b77b7..9001f01681 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -6,7 +6,7 @@ weight: 5 layout: learningpathall --- -## Optimize manually +## Manually optimize the application The `src/users_solution/` directory is an editable copy of `src/baseline`. Using the data collected from Performix, refactor the `Particle` data structure and associated function signatures and call sites to improve the L1 cache hit rate. The baseline result showed that `update_positions()` dominated the samples, had a low L1 cache hit rate, and did not show significant TLB walks. @@ -16,7 +16,7 @@ Consider how the `Particle` data structure maps to a 64-byte cache line. Also co {{% /notice %}} -Once you make changes in `src/users_solution/`, rebuild the binary with the following commands. +After you make changes in `src/users_solution/`, rebuild the binary with the following commands: ```bash cd ~/Orbiting-Galaxy-Example/build @@ -35,9 +35,9 @@ The hot loop is instrumented with `scopedTimer`, so you'll also see the loop dur ## (Optional) Optimize with an AI agent and the Arm MCP server -If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex; for other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). +If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex. For other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). -{{% notice Please Note %}} +{{% notice Note %}} You need an OpenAI account to use the Codex CLI. @@ -73,9 +73,9 @@ Alternatively, you can use the curated [arm-full-optimization.md](https://github ## Review the optimized solution -A reference solution is available in the `src/optimized` directory. The baseline stores a vector of `Particle*` values, where each `Particle` is allocated separately and contains all particle fields in one 64-byte structure. The hot loop only needs `x`, `y`, `z`, `vx`, `vy`, and `vz`, but the baseline layout still steps through whole particle objects and performs unnecessary pointer chasing. +A reference solution is available in the `src/optimized` directory of the repository. The baseline stores a vector of `Particle*` values, where each `Particle` is allocated separately and contains all particle fields in one 64-byte structure. The hot loop needs only `x`, `y`, `z`, `vx`, `vy`, and `vz`, but the baseline layout still steps through whole particle objects and performs unnecessary pointer chasing. -The optimized version changes the layout to a Struct of Arrays (SoA). Each field is stored in its own contiguous `std::vector`: +The optimized version changes the layout to a Structure of Arrays (SoA). Each field is stored in its own contiguous `std::vector`: ```cpp struct ParticlesSoA { @@ -101,7 +101,7 @@ void update_positions(ParticlesSoA& p, int n, float dt) { This removes `Particle*` indirection and improves cache-line utilization because the hot loop streams through only the data it uses. -The following diagram compares the baseline and optimized layouts. The baseline implementation is on the right. Even though each particle is padded to a 64-byte cache line, many struct members are not read or written in the hot loop, so they remain cold. With a structure-of-arrays layout, all particles are still owned together, but cache lines contain more of the data that the loop actually touches. +The following diagram compares the baseline and optimized layouts. Even though each particle is padded to a 64-byte cache line, many struct members are not read or written in the hot loop, so they remain cold. With a structure-of-arrays layout, all particles are still owned together, but cache lines contain more of the data that the loop actually touches. ![Animation comparing baseline and structure-of-arrays layouts, showing how the optimized layout packs hot fields together so cache lines carry useful data for position updates.#center](./data_layout_comparison_compressed.gif) @@ -109,7 +109,7 @@ The following diagram compares the baseline and optimized layouts. The baseline To see what fully optimized results look like, run the Performix Memory Access recipe against the pre-built reference binary. In the Performix GUI, rerun the recipe and change the binary path from `~/Orbiting-Galaxy-Example/build/baseline` to `~/Orbiting-Galaxy-Example/build/optimized`. -![Performix Memory Access results for the optimized binary showing 100 percent L1C load hits for the selected function and lower average L1C latency, confirming improved memory locality after the data layout change.#center](./performix_after_optimization.webp "Memory access results after the Struct of Arrays optimization") +![Performix Memory Access results for the optimized binary showing 100 percent L1C load hits for the selected function and lower average L1C latency, confirming improved memory locality after the data layout change.#center](./performix_after_optimization.webp "Memory access results after the Structure of Arrays optimization") The optimized result shows much stronger L1 cache behavior. The hot update path now has `100%` L1C loads in the captured result and a lower average L1C latency than the baseline. This confirms that the data layout change improved locality, not just wall-clock time. @@ -160,14 +160,14 @@ Optimized took 279 milliseconds | Metric | Baseline | Optimized | Explanation | |-----------------------|--------------|--------------|---------------------------------------------------------------------------------------------| | Wall time (ms) | 571 | 279 | The optimized layout improves cache usage and removes pointer chasing, roughly halving execution time. | -| Max RSS (KB) | 92,720 | 64,044 | Struct of Arrays reduces memory footprint by removing per-object overhead and cold fields. | +| Max RSS (KB) | 92,720 | 64,044 | Structure of Arrays reduces memory footprint by removing per-object overhead and cold fields. | | Minor page faults | 22,655 | 15,500 | Fewer pages are touched due to more compact, contiguous storage of only needed data fields. | | L1 cache hit rate (%) | 66.3 | 99.3 | Hot data is now accessed in a cache-friendly pattern, maximizing L1 cache effectiveness. | | L1 avg latency (cycles)| 26.2 | 11.7 | Each L1 load takes fewer cycles because pointer chasing is removed. | -## Summary +## What you've accomplished -You used Arm Performix and the Arm MCP Server to identify a memory access bottleneck in a C++ particle simulation. You connected the profile data to source code, found that the hot loop suffered from poor data layout and unnecessary pointer chasing, and improved the implementation with a Struct of Arrays layout. You then validated the change with direct wall-time measurements and a second Performix run. +You used Arm Performix and the Arm MCP Server to identify a memory access bottleneck in a C++ particle simulation. You then connected the profile data to source code, found that the hot loop suffered from poor data layout and unnecessary pointer chasing, and improved the implementation with a Structure of Arrays layout. You validated the change with direct wall-time measurements and a second Performix run. This approach combines measurement tools, code context, and focused prompts to iterate on real bottlenecks. From 35e22893d44479d60248ce3a34fc9a1a3f598614 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Thu, 21 May 2026 13:48:39 -0500 Subject: [PATCH 28/37] second pass edits --- .../performix-memory-access/_index.md | 4 ++-- .../performix-memory-access/how-to-0.md | 4 ++-- .../performix-memory-access/how-to-1.md | 12 ++++++++---- .../performix-memory-access/how-to-2.md | 8 ++++---- .../performix-memory-access/how-to-3.md | 8 ++++---- 5 files changed, 20 insertions(+), 16 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index 14d5313318..e499d7df18 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -10,7 +10,7 @@ who_is_this_for: This is an introductory topic for C++ developers who want to us learning_objectives: - Explain how L1 cache hits, TLB misses, and page walks affect C++ application performance. - Build and visualize the orbiting galaxies example on an Arm Neoverse server. - - Inspect and optimize particle data structure using insights from the memory access recipe. + - Inspect and optimize the particle data structure using insights from the memory access recipe. - Use the Arm MCP Server in combination with Arm Performix for an agentic solution. prerequisites: @@ -29,7 +29,7 @@ armips: tools_software_languages: - Arm Performix - MCP - - C + - C++ - CMake - Python - perf diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md index f5d0a29aeb..d66a6657e6 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md @@ -15,8 +15,8 @@ Modern Arm Neoverse server CPUs use a hierarchy of memories to reduce the cost o You usually see the following: - L1 data cache (`L1d`) and L1 instruction cache (`L1i`) close to each core with each access usually taking up to 10 cycles. -- L2 cache, often private to each core, with each access usually taking 10-20 cycles. -- Last-level cache, often shared across multiple cores, and usually taking 20+ cycles. +- L2 cache, often private to each core, with each access usually taking 10 to 20 cycles. +- Last-level cache, often shared across multiple cores, and usually taking more than 20 cycles. - DRAM, which is much larger but much slower than on-chip cache. To inspect cache topology on an Arm Neoverse server, see the [Learning Path for Arm's Sysreport tool](/learning-paths/servers-and-cloud-computing/sysreport/) or use the `lscpu` command. Unlike `lscpu`, Sysreport also reports the set associativity for each cache level. For example, you can run the following command on a system with `git` and `python` installed: diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md index 50d46d6f11..25e43b82d5 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md @@ -41,7 +41,7 @@ sudo apt install -y linux-modules-extra-$(uname -r) sudo modprobe arm_spe_pmu ``` -If you are using a `c7g.metal` instance, you also need turn Kernel Page Table Isolation (KPTI) off. +If you're using a `c7g.metal` instance, you also need to turn Kernel Page Table Isolation (KPTI) off. The fastest way on AWS is to use an editor to add `kpti=off` to the `GRUB_CMDLINE_LINUX_DEFAULT` line in `/etc/default/grub.d/50-cloudimg-settings.cfg`. @@ -54,7 +54,11 @@ sudo reboot For a complete explanation of SPE, see [Enable Arm SPE for Performix memory access analysis](/learning-paths/servers-and-cloud-computing/spe-on-performix/). -## Clone the example repository +## Build the sample application + +After setting up the build environment, clone and build the sample application. + +### Clone the example repository Clone the orbiting galaxies repository and check out the tagged release to work from a known starting point: @@ -64,7 +68,7 @@ cd Orbiting-Galaxy-Example git checkout -b my-work v1.0.3 ``` -## Build with CMake +### Build with CMake Build the project using CMake: @@ -83,7 +87,7 @@ This produces three binaries in `build/`: ## Set up a Python virtual environment and run visualization -From the repository root, run: +After building the application, from the repository root, run: ```bash cd .. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md index 0df961b666..caf48d5aa6 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md @@ -12,9 +12,9 @@ Start by inspecting the baseline particle model in `src/baseline/particle.hpp`. {{% notice Tip %}} -If you are using an IDE or editor with an LLM-based coding assistant, the `AGENT.md` file can improve your learning experience. This file provides repository context and helps guide the agent to give more useful assistance. +If you are using an IDE or editor with an LLM-based coding assistant, the `AGENTS.md` file can improve your learning experience. This file provides repository context and helps guide the agent to give more useful assistance. -![Screenshot showing the AGENT.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.webp "Screenshot of GitHub Copilot in VSCode using AGENTS.md as a system prompt to act as a learning assistant.") +![Screenshot showing the AGENTS.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.webp "Screenshot of GitHub Copilot in VSCode using AGENTS.md as a system prompt to act as a learning assistant.") {{% /notice %}} @@ -96,10 +96,10 @@ Double-click the `update_positions()` row to open the source code view. The sour ![Performix source code view for update_positions showing sample concentration on the x, y, and z update statements, helping you confirm that this loop is the main optimization target.#center](./source_code.webp "Baseline source-level samples in update_positions") -The majority of samples are associated with accessing the `Particle` data structure, and we fall back to L2 cache ~1/3 of the time. Considering this, to improve the execution time of the example, we'll need to focus on more efficient ways, if any, of accessing the `Particle` member variables. For example, there might be an alternative data structure that has better cache utilization. +The majority of samples are associated with accessing the `Particle` data structure, and the samples fall back to L2 cache approximately one-third of the time. Considering this, to improve the execution time of the example, you'll need to focus on more efficient ways, if any, of accessing the `Particle` member variables. For example, there might be an alternative data structure that has better cache utilization. ## What you've accomplished and what's next -You've now used Arm Performix to assess the memory performance of the oribiting galaxy particle simulator application using the Memory Access recipe. +You've now used Arm Performix to assess the memory performance of the orbiting galaxy particle simulator application using the Memory Access recipe. Next, you'll use these performance results to guide optimization of the application. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md index 9001f01681..a47b441d72 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -1,5 +1,5 @@ --- -title: Optimize manually and with the Arm MCP server +title: Optimize manually and with the Arm MCP Server weight: 5 ### FIXED, DO NOT MODIFY @@ -31,11 +31,11 @@ To measure wall time and compare it against the baseline, run: /usr/bin/time -v ~/Orbiting-Galaxy-Example/build/users_solution ``` -The hot loop is instrumented with `scopedTimer`, so you'll also see the loop duration printed directly to the terminal. Compare it with the baseline result of 571 milliseconds shown at the end of this page. +The hot loop is instrumented with `scopedTimer`, so you'll also see the loop duration printed directly to the terminal. Compare it with the baseline result of 571 milliseconds shown at the end of the section. -## (Optional) Optimize with an AI agent and the Arm MCP server +## Optimize with an AI agent and the Arm MCP server -If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex. For other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). +If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) Server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex. For other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). {{% notice Note %}} From 9be2e43fe1425eb5ce57abb084b5803eb9d1c4c9 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Thu, 21 May 2026 14:03:10 -0500 Subject: [PATCH 29/37] Add Linux to operatingsystems tag --- .../embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md index 6596518762..411eb97625 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md @@ -30,7 +30,8 @@ tools_software_languages: - GCC - C - MPS4 board - +operatingsystems: + - Linux further_reading: - resource: From ccd1ec2cb8b66effe5da3492b8e1511d58f9780e Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Thu, 21 May 2026 14:05:18 -0500 Subject: [PATCH 30/37] edit --- .../performix-memory-access/how-to-3.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md index a47b441d72..01878b544e 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -1,5 +1,5 @@ --- -title: Optimize manually and with the Arm MCP Server +title: Optimize the application manually and with the Arm MCP Server weight: 5 ### FIXED, DO NOT MODIFY From 8b8a25bcbef33fbbf4d51663ba67d8f88f89bf46 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Thu, 21 May 2026 14:35:12 -0500 Subject: [PATCH 31/37] Set draft and begin tech review on Zephyr on Corstone-320 Learning Path --- assets/contributors.csv | 3 +- .../zephyr_cs320_mps4/_index.md | 37 ++++++++++++------- .../zephyr_cs320_mps4/how-to-1.md | 2 +- .../zephyr_cs320_mps4/how-to-2.md | 2 +- .../zephyr_cs320_mps4/how-to-3.md | 2 +- 5 files changed, 29 insertions(+), 17 deletions(-) diff --git a/assets/contributors.csv b/assets/contributors.csv index aee993505a..6ca16604cc 100644 --- a/assets/contributors.csv +++ b/assets/contributors.csv @@ -121,4 +121,5 @@ Parichay Das,,parichaydas,parichaydas,, Johnny Nunez,NVIDIA,johnnynunez,johnnycano,, Raymond Lo,NVIDIA,raymondlo84,raymondlo84,, Kavya Sri Chennoju,Arm,kavya-chennoju,kavya-sri-chennoju,, -Akash Malik,Arm,akashmalik19973,akash-malik-a65bab219,, \ No newline at end of file +Akash Malik,Arm,akashmalik19973,akash-malik-a65bab219,, +Sue Wu,Arm,,,, \ No newline at end of file diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md index 411eb97625..4a6712186e 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/_index.md @@ -1,14 +1,19 @@ --- -title: Porting Zephyr and Running Applications on the Corstone-320 MPS4 Platform +title: Port Zephyr RTOS and run applications on the Corstone-320 MPS4 platform +description: Port Zephyr RTOS to the Arm Corstone-320 MPS4 FPGA platform by creating board support files and device tree configuration, then build and run the hello_world sample on the physical board. + minutes_to_complete: 45 -who_is_this_for: - This topic is for embedded developers who want to run the Zephyr RTOS on the Arm Corstone-320 MPS4 FPGA platform. It focuses on the board enablement work and application workflow. +draft: true +cascade: + draft: true + +who_is_this_for: This is an introductory topic for embedded developers who want to port Zephyr RTOS to the Arm Corstone-320 MPS4 FPGA platform. learning_objectives: - - Set up Zephyr development environment for Corstone-320 MPS4 - - Configure device tree and board support packages to port Zephyr RTOS to MPS4 platform - - Build and run applications + - Set up the Zephyr build environment and Arm GNU Toolchain for Corstone-320 MPS4 development + - Create board support files, including device tree, Kconfig, and board metadata, to port Zephyr to the Corstone-320 MPS4 FPGA platform + - Build and run the hello_world sample on the Corstone-320 MPS4 board to validate the port prerequisites: - Basic familiarity with embedded C programming @@ -18,33 +23,39 @@ prerequisites: - Git - Python 3.8 or higher -author: Sue Wu, Arm +author: Sue Wu skilllevels: Introductory subjects: RTOS Fundamentals armips: - Cortex-M - - Corstone-320 tools_software_languages: - Zephyr - GCC - C - - MPS4 board operatingsystems: - Linux further_reading: - resource: - title: Zephyr Project Documentation + title: Zephyr Project documentation link: https://docs.zephyrproject.org/latest/index.html type: website - resource: - title: Zephyr Sample applications and Demo + title: Zephyr sample applications and demos link: https://docs.zephyrproject.org/latest/samples/index.html type: website - resource: - title: MPS4 board - link: https://developer.arm.com/documentation/102577/0000?lang=en + title: Arm Corstone SSE-320 FPGA image for MPS4 (FI101) + link: https://developer.arm.com/downloads/view/FI101 + type: website + - resource: + title: SSE-320 FPGA image for MPS4 application note + link: https://developer.arm.com/documentation/109762/0100/?lang=en + type: website + - resource: + title: Arm MPS4 FPGA prototyping board technical reference manual + link: https://developer.arm.com/documentation/102577/latest/ type: website weight: 1 diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md index cd6e285122..e80a2c0029 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md @@ -1,5 +1,5 @@ --- -title: Set up Zephyr build environment +title: Set up the Zephyr build environment weight: 2 ### FIXED, DO NOT MODIFY diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md index d68ded74b1..b8dec1d9d7 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-2.md @@ -1,5 +1,5 @@ --- -title: Add Zephyr board support for Corstone-320 MPS4 platform +title: Add Zephyr board support for the Corstone-320 MPS4 platform weight: 3 ### FIXED, DO NOT MODIFY diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md index 2bcd25b6e0..973c7e023b 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md @@ -1,5 +1,5 @@ --- -title: Build and run the hello_world sample for CS320 MPS4 platform +title: Build and run the hello_world sample on the Corstone-320 MPS4 platform weight: 4 ### FIXED, DO NOT MODIFY From 75678f56ce727e820a2fe8b679d877b84effae0b Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Thu, 21 May 2026 15:42:24 -0500 Subject: [PATCH 32/37] more consistency updates --- .../performix-memory-access/_index.md | 4 ++-- .../performix-memory-access/how-to-0.md | 4 ++-- .../performix-memory-access/how-to-2.md | 2 +- .../performix-memory-access/how-to-3.md | 4 ++-- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md index e499d7df18..70da52675d 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/_index.md @@ -1,7 +1,7 @@ --- -title: Analyze memory access behavior using Arm Performix and the Arm MCP Server +title: Optimize memory access behavior using Arm Performix and the Arm MCP Server -description: Learn how to profile memory access behavior in a C++ particle simulation on Arm Linux using the Arm Performix Memory Access recipe through the Arm MCP Server. +description: Learn how to profile and optimize memory access behavior in a C++ particle simulation on Arm Linux using the Arm Performix Memory Access recipe through the Arm MCP Server. minutes_to_complete: 45 diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md index d66a6657e6..bc2c910e96 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-0.md @@ -8,7 +8,7 @@ layout: learningpathall ## Review of the CPU memory hierarchy -In this section, you'll learn the memory hierarchy concepts the worked example builds on. It is not an exhaustive explanation, but covers what you'll need to interpret the profiling results. +In this section, you'll learn the memory hierarchy concepts the worked example builds on. It's not an exhaustive explanation, but it covers what you'll need to interpret the profiling results. Modern Arm Neoverse server CPUs use a hierarchy of memories to reduce the cost of loading and storing data. The fastest storage sits close to each CPU core, while larger memories sit farther away and take more cycles to access. @@ -50,7 +50,7 @@ hwloc-ls --of png > topology.png ![Hardware locality topology for an Arm server showing per-core L1 and L2 caches and a shared L3 cache across all cores, which helps you verify cache hierarchy before profiling.#center](./topology.webp "Example hardware locality topology") -The diagram illustrates cache tiers on an AWS Graviton3 bare metal server based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture. Implementers such as AWS or Google can configure larger or smaller caches based on design goals. +The diagram shows cache tiers on an AWS Graviton3 bare metal server based on Neoverse V1. Each of the 64 cores has private `L1d`, `L1i`, and `L2` caches, and all cores share one `L3` cache, sometimes referred to as last-level cache (LLC). Cache sizes, especially at later levels, are not fixed by the Neoverse architecture. Implementers such as AWS or Google can configure larger or smaller caches based on design goals. Non-uniform memory access (NUMA) means memory latency can depend on which processor or socket owns the memory being accessed. On this AWS Graviton3 instance, there is only one NUMA node. diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md index caf48d5aa6..c1f306b122 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-2.md @@ -12,7 +12,7 @@ Start by inspecting the baseline particle model in `src/baseline/particle.hpp`. {{% notice Tip %}} -If you are using an IDE or editor with an LLM-based coding assistant, the `AGENTS.md` file can improve your learning experience. This file provides repository context and helps guide the agent to give more useful assistance. +If you are using an IDE or editor with an LLM-based coding assistant, the `AGENTS.md` file can improve your learning experience. The `AGENTS.md` file provides the repository context and helps guide the agent to give more useful assistance. ![Screenshot showing the AGENTS.md file in the repository, highlighting the context file your coding assistant uses to provide more relevant guidance during this task.#center](./agent_screen_shot.webp "Screenshot of GitHub Copilot in VSCode using AGENTS.md as a system prompt to act as a learning assistant.") diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md index 01878b544e..c9ca107484 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-3.md @@ -33,9 +33,9 @@ To measure wall time and compare it against the baseline, run: The hot loop is instrumented with `scopedTimer`, so you'll also see the loop duration printed directly to the terminal. Compare it with the baseline result of 571 milliseconds shown at the end of the section. -## Optimize with an AI agent and the Arm MCP server +## Optimize with an AI agent and the Arm MCP Server -If you have access to a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot, you can also use the Arm Model Context Protocol (MCP) Server. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex. For other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). +You can use the Arm Model Context Protocol (MCP) Server with a code assistant such as Kiro, Gemini, Codex, or GitHub Copilot to optimize the application. The MCP server includes direct tool support to invoke Performix on a remote target. It integrates with MCP-compatible coding assistants and can provide performance insights to create a useful feedback loop. The following example shows how to connect to OpenAI Codex. For other tools, see [your preferred coding assistant](/learning-paths/servers-and-cloud-computing/arm-mcp-server/1-overview/). {{% notice Note %}} From 85ec45abf097a3d739a2b133ca59bd77ed7eaa29 Mon Sep 17 00:00:00 2001 From: anupras-mohapatra-arm Date: Thu, 21 May 2026 16:02:04 -0500 Subject: [PATCH 33/37] edit --- .../performix-memory-access/how-to-1.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md index 25e43b82d5..dec5b59822 100644 --- a/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md +++ b/content/learning-paths/servers-and-cloud-computing/performix-memory-access/how-to-1.md @@ -45,7 +45,7 @@ If you're using a `c7g.metal` instance, you also need to turn Kernel Page Table The fastest way on AWS is to use an editor to add `kpti=off` to the `GRUB_CMDLINE_LINUX_DEFAULT` line in `/etc/default/grub.d/50-cloudimg-settings.cfg`. -After editing the file: +After editing the file, run: ```bash sudo update-grub From 8fea1c23ca370483d4c96c6aa7155029e8297070 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Thu, 21 May 2026 17:21:25 -0500 Subject: [PATCH 34/37] Add antigravity cli install guide --- README.md | 2 +- content/install-guides/antigravity.md | 402 ++++++++++++++++++++++++++ 2 files changed, 403 insertions(+), 1 deletion(-) create mode 100644 content/install-guides/antigravity.md diff --git a/README.md b/README.md index 78236f7c2b..9419181154 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ Note that all site content, including new contributions, is licensed under a [Cr ## AI Development Tools -When using AI coding assistants (GitHub Copilot, Kiro, Gemini, Cursor, etc.), refer to `.github/copilot-instructions.md` for project-specific guidelines including content requirements, writing style standards, and Arm terminology conventions for Learning Paths. +When using AI coding assistants (GitHub Copilot, Kiro, Antigravity, Cursor, etc.), refer to `.github/copilot-instructions.md` for project-specific guidelines including content requirements, writing style standards, and Arm terminology conventions for Learning Paths.
diff --git a/content/install-guides/antigravity.md b/content/install-guides/antigravity.md new file mode 100644 index 0000000000..23089a73ea --- /dev/null +++ b/content/install-guides/antigravity.md @@ -0,0 +1,402 @@ +--- +title: Antigravity CLI +author: Jason Andrews +minutes_to_complete: 15 +official_docs: https://antigravity.google/ + +draft: true + +test_maintenance: true +test_images: +- ubuntu:latest + +layout: installtoolsall +multi_install: false +multitool_install_part: false +tool_install: true +weight: 1 +--- + +Antigravity CLI is Google's terminal-based interface for interacting with the Antigravity 2.0 agent-first development platform. You can use it to ask questions, perform multi-file code editing, and invoke AI agents directly from your terminal. + +It supports multiple operating systems, including Arm Linux distributions and macOS, and provides powerful AI assistance for developers working on Arm platforms. + +In this guide, you'll learn how to install Antigravity CLI on macOS and Arm Linux. + +## Before you begin + +You need a Google account to use Antigravity CLI. If you don't have one, visit [Google Account Creation](https://accounts.google.com/signup) to create an account. + +After installation, running the tool (via the `agy` command) will initiate the authentication process: +- **Local Machine:** It will automatically open your default browser for Google Sign-In. +- **Remote/SSH Sessions:** It will detect the environment and print a secure authorization URL that you can copy and open in your local browser to complete the login. + +If you are migrating from the older Gemini CLI, you can use the built-in migration command to import your existing settings, skills, and configuration: +```bash +agy plugin import gemini +``` + +## Install Antigravity CLI on macOS + +You can install Antigravity CLI on macOS using either the official one-liner script or Homebrew. + +### Option 1: Install using the official installer script (Recommended) + +First, verify that `curl` is available on your system, then run the installer: + +```console +curl -fsSL https://antigravity.google/cli/install.sh | bash +``` + +The installer detects your macOS environment and downloads the appropriate binary. By default, the binary is installed to `~/.local/bin`. + +To run the command globally, ensure this directory is included in your system's `PATH`. Add the following line to your shell configuration file (e.g., `~/.zshrc` or `~/.bash_profile`): + +```bash +export PATH="$HOME/.local/bin:$PATH" +``` + +Apply the changes to your current terminal session: + +```console +source ~/.zshrc +``` + +### Option 2: Install using Homebrew + +If you prefer using Homebrew for package management, you can install the CLI using the Homebrew cask: + +```console +brew install --cask antigravity-cli +``` + +## Install Antigravity CLI on Arm Linux + +You can install Antigravity CLI on Arm Linux distributions using the official installer script. This method works on all major Arm Linux distributions including Ubuntu, Debian, and CentOS. + +### Prerequisite packages + +Before running the installer, make sure you have `curl` installed on your system. + +Install `curl` on Ubuntu/Debian systems: + +```bash +sudo apt update && sudo apt install -y curl +``` + +If you are not using Ubuntu/Debian, use your distribution's package manager to install `curl`. + +### Install using the installer script + +With `curl` installed, run the installation script: + +```bash +curl -fsSL https://antigravity.google/cli/install.sh | bash +``` + +The script automatically detects the CPU architecture (such as `aarch64` / `arm64`) and installs the compatible Arm Linux binary to `~/.local/bin`. + +Ensure the installation directory is in your `PATH` by adding it to your shell configuration file (e.g., `~/.bashrc` or `~/.zshrc`): + +```bash +export PATH="$HOME/.local/bin:$PATH" +``` + +Apply the changes: + +```bash +source ~/.bashrc +``` + +## Confirm Antigravity CLI is working + +Verify the installation is successful by checking the version of the `agy` binary: + +```bash +agy --version +``` + +The output is similar to: + +```output +1.0.1 +``` + +Start an interactive session to authenticate and test basic functionality: + +```console +agy +``` + +This launches the terminal user interface (TUI). On your first run, follow the prompt to authenticate with your Google account. Once authenticated, you can immediately begin asking questions. + +### View the available command-line options + +To print the available commands and options, use the `--help` flag: + +```bash +agy --help +``` + +Inside the interactive TUI session, you can type `?` to list all available slash commands (e.g., `/settings`, `/clear`, `/fork`, `/logout`). + +## Configure context for Arm development + +Context configuration allows you to provide the Antigravity agent with persistent information about your development environment, preferences, and project details. This helps it generate highly relevant and tailored responses for Arm architecture development. + +### Create a context file + +Antigravity CLI respects both global and workspace-level context files to guide agent behavior: +- **Global Context:** The CLI automatically loads and enforces user-wide rules located at `~/.gemini/GEMINI.md` across all workspaces. +- **Workspace Context:** The CLI reads `.antigravity.md` (recommended for Antigravity CLI) or `GEMINI.md` (fully supported for backward compatibility) as well as `AGENTS.md` from your active project directory. If both `.antigravity.md` and `GEMINI.md` are present, `.antigravity.md` takes precedence. + +Create the global configuration directory if it does not exist: + +```bash +mkdir -p ~/.gemini +``` + +Create a global context file with your Arm development preferences: + +```bash +cat > ~/.gemini/GEMINI.md << 'EOF' +I am an Arm Linux developer. I prefer Ubuntu and other Debian based distributions. I don't use any x86 computers so please provide all information assuming I'm working on Arm Linux. Sometimes I use macOS and Windows on Arm, but please only provide information about these operating systems when I ask for it. +EOF +``` + +### Managing settings + +Antigravity CLI settings are stored in `~/.gemini/antigravity-cli/settings.json`. You can manage settings in two ways: +1. **Interactive Menu:** Run `agy` and type `/settings` or `/config` to open a full-screen overlay menu to browse and modify settings. +2. **Manual Editing:** Open `~/.gemini/antigravity-cli/settings.json` in a text editor to update your preferences manually. + +--- + +## Integrate the Arm MCP server with Antigravity CLI + +The Arm Model Context Protocol (MCP) server provides Antigravity CLI with specialized tools and knowledge for Arm architecture development, migration, and optimization. By integrating the Arm MCP server, you gain access to Arm-specific documentation, code analysis tools, and optimization recommendations. + +Unlike the older Gemini CLI which stored MCP settings inline inside `settings.json`, Antigravity CLI uses a dedicated configuration file for managing MCP servers. + +### Set up the Arm MCP server with Docker + +The Arm MCP server runs as a Docker container that Antigravity CLI connects to via the Model Context Protocol. + +First, ensure Docker is installed and running on your system. If needed, follow the [Docker installation guide](/install-guides/docker/). + +Pull the Arm MCP server Docker image: + +```console +docker pull armlimited/arm-mcp:latest +``` + +### Configure Antigravity CLI to use the Arm MCP server + +Create or update the dedicated global MCP configuration file at `~/.gemini/antigravity-cli/mcp_config.json` (or `.agents/mcp_config.json` inside your active workspace to enable it only for a specific project). + +Add the following JSON configuration to `~/.gemini/antigravity-cli/mcp_config.json`: + +```json +{ + "mcpServers": { + "arm_mcp_server": { + "command": "docker", + "args": [ + "run", + "--rm", + "-i", + "--pull=always", + "-v", + "/path/to/your/workspace:/workspace", + "-v", + "/path/to/your/ssh/private_key:/run/keys/ssh-key.pem:ro", + "-v", + "/path/to/your/ssh/known_hosts:/run/keys/known_hosts:ro", + "armlimited/arm-mcp:latest" + ], + "env": {} + } + } +} +``` + +Replace `/path/to/your/workspace`, `/path/to/your/ssh/private_key`, and `/path/to/your/ssh/known_hosts` with your actual workspace directory, SSH private key, and `known_hosts` file to enable remote testing features on your target device. + +### Optional: Use alternative container tools + +If you prefer not to use Docker, you can run the Arm MCP server using other compatible container tools such as Podman, Finch, Colima, or Rancher Desktop. + +Select your container tool from the tabs below to view setup instructions and configuration for `~/.gemini/antigravity-cli/mcp_config.json`: + +{{< tabpane-normal >}} + {{< tab header="Podman" >}} +Install: [Podman](https://podman.io/docs/installation) + +Pull the Arm MCP Server image: +```console +podman pull armlimited/arm-mcp:latest +``` + +Add the following configuration to `~/.gemini/antigravity-cli/mcp_config.json`: +```json +{ + "mcpServers": { + "arm_mcp_server": { + "command": "podman", + "args": [ + "run", + "--rm", + "-i", + "--pull=always", + "-v", + "/path/to/your/workspace:/workspace", + "-v", + "/path/to/your/ssh/private_key:/run/keys/ssh-key.pem:ro", + "-v", + "/path/to/your/ssh/known_hosts:/run/keys/known_hosts:ro", + "armlimited/arm-mcp:latest" + ], + "env": {} + } + } +} +``` + {{< /tab >}} + {{< tab header="Finch" >}} +Install: [Finch](/install-guides/finch/) + +Pull the Arm MCP Server image: +```console +finch pull armlimited/arm-mcp:latest +``` + +Add the following configuration to `~/.gemini/antigravity-cli/mcp_config.json`: +```json +{ + "mcpServers": { + "arm_mcp_server": { + "command": "finch", + "args": [ + "run", + "--rm", + "-i", + "--pull=always", + "-v", + "/path/to/your/workspace:/workspace", + "-v", + "/path/to/your/ssh/private_key:/run/keys/ssh-key.pem:ro", + "-v", + "/path/to/your/ssh/known_hosts:/run/keys/known_hosts:ro", + "armlimited/arm-mcp:latest" + ], + "env": {} + } + } +} +``` + {{< /tab >}} + {{< tab header="Colima" >}} +Install: [Colima](https://github.com/abiosoft/colima#installation) + +Colima is a lightweight, open-source command-line alternative to Docker Desktop (primarily for macOS). It runs a minimal virtual machine in the background, allowing you to use your standard `docker` command-line tool without installing Docker Desktop. + +Pull the Arm MCP Server image: +```console +docker pull armlimited/arm-mcp:latest +``` + +Add the following configuration to `~/.gemini/antigravity-cli/mcp_config.json`: +```json +{ + "mcpServers": { + "arm_mcp_server": { + "command": "docker", + "args": [ + "run", + "--rm", + "-i", + "--pull=always", + "-v", + "/path/to/your/workspace:/workspace", + "-v", + "/path/to/your/ssh/private_key:/run/keys/ssh-key.pem:ro", + "-v", + "/path/to/your/ssh/known_hosts:/run/keys/known_hosts:ro", + "armlimited/arm-mcp:latest" + ], + "env": {} + } + } +} +``` + {{< /tab >}} + {{< tab header="Rancher Desktop" >}} +Install: [Rancher Desktop](https://docs.rancherdesktop.io/getting-started/installation/) + +Rancher Desktop uses Docker via Moby. + +Pull the Arm MCP Server image: +```console +docker pull armlimited/arm-mcp:latest +``` + +Add the following configuration to `~/.gemini/antigravity-cli/mcp_config.json`: +```json +{ + "mcpServers": { + "arm_mcp_server": { + "command": "docker", + "args": [ + "run", + "--rm", + "-i", + "--pull=always", + "-v", + "/path/to/your/workspace:/workspace", + "-v", + "/path/to/your/ssh/private_key:/run/keys/ssh-key.pem:ro", + "-v", + "/path/to/your/ssh/known_hosts:/run/keys/known_hosts:ro", + "armlimited/arm-mcp:latest" + ], + "env": {} + } + } +} +``` + {{< /tab >}} +{{< /tabpane-normal >}} + +### Verify the Arm MCP server is working + +Start an interactive Antigravity CLI session: + +```console +agy +``` + +Use the `/mcp` command to list the active MCP servers and verify that `arm_mcp_server` is running and ready: + +```console +/mcp +``` + +The Arm MCP server tools are listed in the output: + +```output +MCP Servers + +Plugins (~/.gemini/antigravity-cli/plugins) +> ✓ arm_mcp_server Tools: knowledge_base_search, check_image, sysreport_instructions, + migrate_ease_scan, apx_recipe_run, +2 more +``` + + +### Use Arm prompt files with the MCP Server + +To guide the agent in using MCP tools effectively across common Arm development tasks, pair the server with Arm-specific prompt files. + +Browse the [agent integrations directory](https://github.com/arm/mcp/tree/main/agent-integrations/gemini) to find prompt files for specific use cases, such as: +- **Arm migration** ([arm-migration.toml](https://github.com/arm/mcp/blob/main/agent-integrations/gemini/arm-migration.toml)): Helps the agent systematically migrate applications from x86 to Arm, including dependency analysis, compatibility checks, and optimization recommendations. + +If you are facing issues or have questions, reach out to mcpserver@arm.com. From 738ebe26c11b388b2e9d7af6d419e5c7d410c82d Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Thu, 21 May 2026 17:22:51 -0500 Subject: [PATCH 35/37] Partial tech review on Zephyr on Corstone-320 Learning Path --- .../zephyr_cs320_mps4/how-to-1.md | 2 +- .../zephyr_cs320_mps4/how-to-3.md | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md index e80a2c0029..285c3f55c5 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-1.md @@ -12,4 +12,4 @@ This section describes the tools and environment you need for Corstone-320 MPS4 ### Install the Zephyr build tools - Follow the Zephyr Project [Getting Started Guide — Zephyr Project Documentation](https://docs.zephyrproject.org/latest/develop/getting_started/index.html) to install the required packages and set up the Zephyr workspace. -- Download and install [arm-gnu-toolchain from Arm GNU Toolchain](https://developer.arm.com/downloads/-/arm-gnu-toolchain-downloads) +- Download and install the Arm GNU Toolchain from the [Arm GNU Toolchain downloads page](https://developer.arm.com/downloads/-/arm-gnu-toolchain-downloads). Select the `arm-none-eabi` package for your host architecture: `aarch64-arm-none-eabi` for aarch64 Linux, or `x86_64-arm-none-eabi` for x86_64 Linux. diff --git a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md index 973c7e023b..569881006a 100644 --- a/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md +++ b/content/learning-paths/embedded-and-microcontrollers/zephyr_cs320_mps4/how-to-3.md @@ -11,10 +11,10 @@ layout: learningpathall The Zephyr hello_world sample prints “Hello World” to the console. Use it to validate that your board support and toolchain configuration work. 1. Activate your Python virtual environment for Zephyr. -2. Set the toolchain environment variables. Replace with the directory where you installed the Arm GNU Toolchain. +2. Set the toolchain environment variables. Set `GNUARMEMB_TOOLCHAIN_PATH` to the directory where you installed the Arm GNU Toolchain. The directory name includes your host architecture: `arm-gnu-toolchain--aarch64-arm-none-eabi` on aarch64, or `arm-gnu-toolchain--x86_64-arm-none-eabi` on x86_64. ```bash export ZEPHYR_TOOLCHAIN_VARIANT=gnuarmemb - export GNUARMEMB_TOOLCHAIN_PATH=arm-gnu-toolchain-13.2.Rel1-x86_64-arm-none-eabi-install-path/ + export GNUARMEMB_TOOLCHAIN_PATH= ``` 3. Build the sample for the Corstone-320 FPGA variant: ```bash From 43fe459a191aa471c502911ed318ccc4d7a86a76 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Fri, 22 May 2026 15:20:25 -0500 Subject: [PATCH 36/37] Add antigravity cli install guide --- content/install-guides/antigravity.md | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/content/install-guides/antigravity.md b/content/install-guides/antigravity.md index 23089a73ea..0303e4def5 100644 --- a/content/install-guides/antigravity.md +++ b/content/install-guides/antigravity.md @@ -31,10 +31,6 @@ After installation, running the tool (via the `agy` command) will initiate the a - **Local Machine:** It will automatically open your default browser for Google Sign-In. - **Remote/SSH Sessions:** It will detect the environment and print a secure authorization URL that you can copy and open in your local browser to complete the login. -If you are migrating from the older Gemini CLI, you can use the built-in migration command to import your existing settings, skills, and configuration: -```bash -agy plugin import gemini -``` ## Install Antigravity CLI on macOS @@ -52,7 +48,7 @@ The installer detects your macOS environment and downloads the appropriate binar To run the command globally, ensure this directory is included in your system's `PATH`. Add the following line to your shell configuration file (e.g., `~/.zshrc` or `~/.bash_profile`): -```bash +```console export PATH="$HOME/.local/bin:$PATH" ``` @@ -140,6 +136,12 @@ agy --help Inside the interactive TUI session, you can type `?` to list all available slash commands (e.g., `/settings`, `/clear`, `/fork`, `/logout`). +If you are migrating from the older Gemini CLI, you can use the built-in migration command to import your existing settings, skills, and configuration: + +```console +agy plugin import gemini +``` + ## Configure context for Arm development Context configuration allows you to provide the Antigravity agent with persistent information about your development environment, preferences, and project details. This helps it generate highly relevant and tailored responses for Arm architecture development. @@ -152,13 +154,13 @@ Antigravity CLI respects both global and workspace-level context files to guide Create the global configuration directory if it does not exist: -```bash +```console mkdir -p ~/.gemini ``` Create a global context file with your Arm development preferences: -```bash +```console cat > ~/.gemini/GEMINI.md << 'EOF' I am an Arm Linux developer. I prefer Ubuntu and other Debian based distributions. I don't use any x86 computers so please provide all information assuming I'm working on Arm Linux. Sometimes I use macOS and Windows on Arm, but please only provide information about these operating systems when I ask for it. EOF From 917d2d942273f4e9bbb52af142b3934b4445b3d7 Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Fri, 22 May 2026 15:39:35 -0500 Subject: [PATCH 37/37] spelling words --- .wordlist.txt | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/.wordlist.txt b/.wordlist.txt index 2a68d60fd2..03084239ea 100644 --- a/.wordlist.txt +++ b/.wordlist.txt @@ -6190,3 +6190,14 @@ auxv elasticsearch esrally geonames +DeepSpeed +DeepSpeed's +GridSearchCV +Implementers +XGBoost +ZeRO +deepspeed +dimensionality +dmlc +palletsprojects +xgboost \ No newline at end of file