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Merged
langestefan merged 10 commits into from
Jan 16, 2026
Merged

SPA update #65

langestefan merged 10 commits into from
Jan 16, 2026

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@langestefan langestefan commented Jan 15, 2026 •
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Benchmark Results (Julia vlts)

Time benchmarks
main 156d13d... main / 156d13d...
ours/n=100/NOAA 0.0435 ± 0.0013 ms 0.044 ± 0.0011 ms 0.99 ± 0.039
ours/n=100/PSA 17.1 ± 1.7 μs 17.1 ± 1.6 μs 0.998 ± 0.14
ours/n=100/SPA 0.296 ± 0.0073 ms 0.288 ± 0.0072 ms 1.03 ± 0.036
ours/n=100/USNO 0.0396 ± 0.00026 ms 0.0398 ± 0.00022 ms 0.993 ± 0.0085
ours/n=100/Walraven 19 ± 0.071 μs 18.9 ± 0.12 μs 1 ± 0.0074
ours/n=1000/NOAA 0.41 ± 0.0075 ms 0.411 ± 0.0073 ms 0.998 ± 0.025
ours/n=1000/PSA 0.169 ± 0.00098 ms 0.17 ± 0.0011 ms 0.996 ± 0.0085
ours/n=1000/SPA 3 ± 0.0069 ms 2.92 ± 0.0042 ms 1.03 ± 0.0028
ours/n=1000/USNO 0.383 ± 0.0073 ms 0.386 ± 0.0072 ms 0.991 ± 0.026
ours/n=1000/Walraven 0.19 ± 0.0073 ms 0.19 ± 0.0076 ms 1 ± 0.056
ours/n=10000/NOAA 4.13 ± 0.0089 ms 4.16 ± 0.007 ms 0.994 ± 0.0027
ours/n=10000/PSA 1.69 ± 0.0061 ms 1.7 ± 0.006 ms 0.995 ± 0.005
ours/n=10000/SPA 30.2 ± 0.18 ms 29.4 ± 0.068 ms 1.03 ± 0.0064
ours/n=10000/USNO 3.86 ± 0.0064 ms 3.89 ± 0.0073 ms 0.991 ± 0.0025
ours/n=10000/Walraven 1.93 ± 0.004 ms 1.92 ± 0.0067 ms 1.01 ± 0.0041
ours/n=100000/NOAA 0.0421 ± 8.4e-05 s 0.0425 ± 0.00012 s 0.992 ± 0.0034
ours/n=100000/PSA 17 ± 0.036 ms 17.1 ± 0.033 ms 0.994 ± 0.0028
ours/n=100000/SPA 0.303 ± 0.0017 s 0.296 ± 0.0016 s 1.03 ± 0.0081
ours/n=100000/USNO 0.039 ± 6.9e-05 s 0.0394 ± 5.3e-05 s 0.99 ± 0.0022
ours/n=100000/Walraven 19.4 ± 0.032 ms 19.4 ± 0.033 ms 1 ± 0.0024
refraction/ARCHER 0.231 ± 0.01 μs 0.24 ± 0.01 μs 0.963 ± 0.058
refraction/BENNETT 0.23 ± 0.001 μs 0.23 ± 0.001 μs 1 ± 0.0061
refraction/MICHALSKY 0.2 ± 0.001 μs 0.2 ± 0.001 μs 1 ± 0.0071
refraction/NoRefraction 0.191 ± 0.01 μs 0.191 ± 0.01 μs 1 ± 0.074
refraction/SG2 0.241 ± 0.001 μs 0.241 ± 0.001 μs 1 ± 0.0059
single/NOAA 0.441 ± 0.01 μs 0.45 ± 0.01 μs 0.98 ± 0.031
single/PSA 0.191 ± 0.01 μs 0.2 ± 0.01 μs 0.955 ± 0.069
single/SPA 2.97 ± 0.011 μs 2.97 ± 0.019 μs 1 ± 0.0074
single/USNO 0.411 ± 0.001 μs 0.411 ± 0.001 μs 1 ± 0.0034
single/Walraven 0.23 ± 0.001 μs 0.221 ± 0.01 μs 1.04 ± 0.047
solposx/n=100/NOAA 3.72 ± 0.042 ms 3.72 ± 0.053 ms 0.999 ± 0.018
solposx/n=100/PSA 2.73 ± 0.038 ms 2.69 ± 0.035 ms 1.01 ± 0.019
solposx/n=100/SPA 3.04 ± 0.019 ms 3.02 ± 0.022 ms 1.01 ± 0.0098
solposx/n=100/USNO 2.88 ± 0.034 ms 2.87 ± 0.031 ms 1 ± 0.016
solposx/n=100/Walraven 1.1 ± 0.016 ms 1.09 ± 0.016 ms 1.01 ± 0.021
solposx/n=1000/NOAA 4.4 ± 0.051 ms 4.41 ± 0.057 ms 0.998 ± 0.017
solposx/n=1000/PSA 3.12 ± 0.036 ms 3.11 ± 0.043 ms 1 ± 0.018
solposx/n=1000/SPA 7.55 ± 0.036 ms 7.56 ± 0.049 ms 0.999 ± 0.008
solposx/n=1000/USNO 6.71 ± 0.19 ms 6.72 ± 0.19 ms 0.998 ± 0.04
solposx/n=1000/Walraven 1.41 ± 0.024 ms 1.39 ± 0.026 ms 1.01 ± 0.026
solposx/n=10000/NOAA 10.3 ± 0.1 ms 10.3 ± 0.13 ms 1.01 ± 0.016
solposx/n=10000/PSA 6.51 ± 0.069 ms 6.51 ± 0.1 ms 1 ± 0.019
solposx/n=10000/SPA 0.0501 ± 0.00016 s 0.05 ± 0.00011 s 1 ± 0.0039
solposx/n=10000/USNO 0.0437 ± 0.0016 s 0.0437 ± 0.0013 s 1 ± 0.047
solposx/n=10000/Walraven 3.97 ± 0.031 ms 3.97 ± 0.037 ms 1 ± 0.012
solposx/n=100000/NOAA 0.0663 ± 0.00052 s 0.0656 ± 0.00026 s 1.01 ± 0.0088
solposx/n=100000/PSA 0.0388 ± 0.00027 s 0.0387 ± 0.00056 s 1 ± 0.016
solposx/n=100000/SPA 0.482 ± 0.0038 s 0.476 ± 0.0016 s 1.01 ± 0.0087
solposx/n=100000/USNO 0.435 ± 0.01 s 0.43 ± 0.014 s 1.01 ± 0.041
solposx/n=100000/Walraven 28.7 ± 0.22 ms 28.7 ± 0.22 ms 1 ± 0.011
time_to_load 0.155 ± 0.0025 s 0.156 ± 0.00073 s 0.994 ± 0.017
Memory benchmarks
main 156d13d... main / 156d13d...
ours/n=100/NOAA 5 allocs: 4.38 kB 5 allocs: 4.38 kB 1
ours/n=100/PSA 3 allocs: 2.62 kB 3 allocs: 2.62 kB 1
ours/n=100/SPA 5 allocs: 4.38 kB 5 allocs: 4.38 kB 1
ours/n=100/USNO 3 allocs: 2.62 kB 3 allocs: 2.62 kB 1
ours/n=100/Walraven 3 allocs: 2.62 kB 3 allocs: 2.62 kB 1
ours/n=1000/NOAA 5 allocs: 0.0388 MB 5 allocs: 0.0388 MB 1
ours/n=1000/PSA 3 allocs: 23.8 kB 3 allocs: 23.8 kB 1
ours/n=1000/SPA 5 allocs: 0.0388 MB 5 allocs: 0.0388 MB 1
ours/n=1000/USNO 3 allocs: 23.8 kB 3 allocs: 23.8 kB 1
ours/n=1000/Walraven 3 allocs: 23.8 kB 3 allocs: 23.8 kB 1
ours/n=10000/NOAA 10 allocs: 0.382 MB 10 allocs: 0.382 MB 1
ours/n=10000/PSA 6 allocs: 0.229 MB 6 allocs: 0.229 MB 1
ours/n=10000/SPA 10 allocs: 0.382 MB 10 allocs: 0.382 MB 1
ours/n=10000/USNO 6 allocs: 0.229 MB 6 allocs: 0.229 MB 1
ours/n=10000/Walraven 6 allocs: 0.229 MB 6 allocs: 0.229 MB 1
ours/n=100000/NOAA 10 allocs: 3.81 MB 10 allocs: 3.81 MB 1
ours/n=100000/PSA 6 allocs: 2.29 MB 6 allocs: 2.29 MB 1
ours/n=100000/SPA 10 allocs: 3.81 MB 10 allocs: 3.81 MB 1
ours/n=100000/USNO 6 allocs: 2.29 MB 6 allocs: 2.29 MB 1
ours/n=100000/Walraven 6 allocs: 2.29 MB 6 allocs: 2.29 MB 1
refraction/ARCHER 0 allocs: 0 B 0 allocs: 0 B
refraction/BENNETT 0 allocs: 0 B 0 allocs: 0 B
refraction/MICHALSKY 0 allocs: 0 B 0 allocs: 0 B
refraction/NoRefraction 0 allocs: 0 B 0 allocs: 0 B
refraction/SG2 0 allocs: 0 B 0 allocs: 0 B
single/NOAA 0 allocs: 0 B 0 allocs: 0 B
single/PSA 0 allocs: 0 B 0 allocs: 0 B
single/SPA 0 allocs: 0 B 0 allocs: 0 B
single/USNO 0 allocs: 0 B 0 allocs: 0 B
single/Walraven 0 allocs: 0 B 0 allocs: 0 B
solposx/n=100/NOAA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100/PSA 0.06 k allocs: 1.66 kB 0.06 k allocs: 1.66 kB 1
solposx/n=100/SPA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100/USNO 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100/Walraven 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=1000/NOAA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=1000/PSA 0.06 k allocs: 1.66 kB 0.06 k allocs: 1.66 kB 1
solposx/n=1000/SPA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=1000/USNO 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=1000/Walraven 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=10000/NOAA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=10000/PSA 0.06 k allocs: 1.66 kB 0.06 k allocs: 1.66 kB 1
solposx/n=10000/SPA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=10000/USNO 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=10000/Walraven 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100000/NOAA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100000/PSA 0.06 k allocs: 1.66 kB 0.06 k allocs: 1.66 kB 1
solposx/n=100000/SPA 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100000/USNO 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
solposx/n=100000/Walraven 25 allocs: 0.828 kB 25 allocs: 0.828 kB 1
time_to_load 0.153 k allocs: 14.5 kB 0.153 k allocs: 14.5 kB 1

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Benchmark Results (Julia v1)

Time benchmarks
main 156d13d... main / 156d13d...
ours/n=100/NOAA 0.0429 ± 0.00038 ms 0.0423 ± 0.00036 ms 1.01 ± 0.013
ours/n=100/PSA 16.6 ± 0.17 μs 16.6 ± 0.14 μs 1 ± 0.013
ours/n=100/SPA 0.31 ± 0.0072 ms 0.304 ± 0.0072 ms 1.02 ± 0.034
ours/n=100/USNO 0.04 ± 0.00014 ms 0.0399 ± 0.00019 ms 1 ± 0.006
ours/n=100/Walraven 19.5 ± 0.66 μs 19.5 ± 0.65 μs 0.998 ± 0.048
ours/n=1000/NOAA 0.416 ± 0.0076 ms 0.413 ± 0.0078 ms 1.01 ± 0.027
ours/n=1000/PSA 0.165 ± 0.001 ms 0.166 ± 0.0074 ms 0.998 ± 0.045
ours/n=1000/SPA 3.17 ± 0.0061 ms 3.12 ± 0.016 ms 1.02 ± 0.0057
ours/n=1000/USNO 0.386 ± 0.0073 ms 0.386 ± 0.0076 ms 1 ± 0.027
ours/n=1000/Walraven 0.194 ± 0.0077 ms 0.195 ± 0.0085 ms 0.998 ± 0.059
ours/n=10000/NOAA 4.19 ± 0.01 ms 4.15 ± 0.011 ms 1.01 ± 0.0035
ours/n=10000/PSA 1.66 ± 0.0083 ms 1.66 ± 0.0075 ms 1 ± 0.0068
ours/n=10000/SPA 0.0319 ± 7e-05 s 31.3 ± 0.05 ms 1.02 ± 0.0028
ours/n=10000/USNO 3.91 ± 0.0054 ms 3.91 ± 0.0079 ms 1 ± 0.0025
ours/n=10000/Walraven 1.97 ± 0.009 ms 1.97 ± 0.0065 ms 1 ± 0.0056
ours/n=100000/NOAA 0.0427 ± 0.0003 s 0.0423 ± 0.00036 s 1.01 ± 0.011
ours/n=100000/PSA 16.7 ± 0.29 ms 16.7 ± 0.27 ms 0.999 ± 0.023
ours/n=100000/SPA 0.321 ± 0.00097 s 0.314 ± 0.00031 s 1.02 ± 0.0032
ours/n=100000/USNO 0.0394 ± 0.00028 s 0.0394 ± 0.00021 s 1 ± 0.0089
ours/n=100000/Walraven 19.8 ± 0.27 ms 19.8 ± 0.31 ms 0.999 ± 0.021
refraction/ARCHER 0.231 ± 0.001 μs 0.231 ± 0.001 μs 1 ± 0.0061
refraction/BENNETT 0.23 ± 0.001 μs 0.23 ± 0.001 μs 1 ± 0.0061
refraction/MICHALSKY 0.2 ± 0.01 μs 0.191 ± 0.01 μs 1.05 ± 0.076
refraction/NoRefraction 0.191 ± 0.01 μs 0.19 ± 0.001 μs 1.01 ± 0.053
refraction/SG2 0.25 ± 0.01 μs 0.241 ± 0.01 μs 1.04 ± 0.06
single/NOAA 0.451 ± 0.001 μs 0.451 ± 0.001 μs 1 ± 0.0031
single/PSA 0.191 ± 0.01 μs 0.19 ± 0.001 μs 1.01 ± 0.053
single/SPA 3.15 ± 0.011 μs 3.14 ± 0.02 μs 1 ± 0.0073
single/USNO 0.411 ± 0.01 μs 0.421 ± 0.001 μs 0.976 ± 0.024
single/Walraven 0.231 ± 0.001 μs 0.231 ± 0.001 μs 1 ± 0.0061
solposx/n=100/NOAA 3.79 ± 0.05 ms 3.62 ± 0.046 ms 1.05 ± 0.019
solposx/n=100/PSA 2.7 ± 0.035 ms 2.6 ± 0.037 ms 1.04 ± 0.02
solposx/n=100/SPA 3.11 ± 0.025 ms 3.05 ± 0.022 ms 1.02 ± 0.011
solposx/n=100/USNO 2.91 ± 0.032 ms 2.81 ± 0.033 ms 1.04 ± 0.017
solposx/n=100/Walraven 1.11 ± 0.016 ms 1.06 ± 0.016 ms 1.05 ± 0.022
solposx/n=1000/NOAA 4.48 ± 0.047 ms 4.31 ± 0.049 ms 1.04 ± 0.016
solposx/n=1000/PSA 3.12 ± 0.042 ms 2.98 ± 0.038 ms 1.04 ± 0.019
solposx/n=1000/SPA 7.63 ± 0.096 ms 7.49 ± 0.092 ms 1.02 ± 0.018
solposx/n=1000/USNO 6.71 ± 0.19 ms 6.63 ± 0.2 ms 1.01 ± 0.042
solposx/n=1000/Walraven 1.4 ± 0.025 ms 1.35 ± 0.026 ms 1.04 ± 0.027
solposx/n=10000/NOAA 10.5 ± 0.13 ms 10.3 ± 0.14 ms 1.02 ± 0.019
solposx/n=10000/PSA 6.54 ± 0.09 ms 6.43 ± 0.092 ms 1.02 ± 0.02
solposx/n=10000/SPA 0.0505 ± 0.00021 s 0.0503 ± 0.00023 s 1.01 ± 0.0062
solposx/n=10000/USNO 0.0445 ± 0.0034 s 0.044 ± 0.0017 s 1.01 ± 0.087
solposx/n=10000/Walraven 4 ± 0.029 ms 3.95 ± 0.039 ms 1.01 ± 0.013
solposx/n=100000/NOAA 0.0673 ± 0.00059 s 0.0674 ± 0.00056 s 0.998 ± 0.012
solposx/n=100000/PSA 0.0389 ± 0.00052 s 0.0389 ± 0.00061 s 1 ± 0.021
solposx/n=100000/SPA 0.489 ± 0.0029 s 0.487 ± 0.0046 s 1.01 ± 0.011
solposx/n=100000/USNO 0.43 ± 0.0097 s 0.435 ± 0.015 s 0.988 ± 0.041
solposx/n=100000/Walraven 29.2 ± 0.23 ms 29.1 ± 0.22 ms 1 ± 0.011
time_to_load 0.168 ± 0.0014 s 0.169 ± 0.00094 s 0.996 ± 0.01
Memory benchmarks
main 156d13d... main / 156d13d...
ours/n=100/NOAA 10 allocs: 4.53 kB 10 allocs: 4.53 kB 1
ours/n=100/PSA 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
ours/n=100/SPA 10 allocs: 4.53 kB 10 allocs: 4.53 kB 1
ours/n=100/USNO 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
ours/n=100/Walraven 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
ours/n=1000/NOAA 15 allocs: 0.0385 MB 15 allocs: 0.0385 MB 1
ours/n=1000/PSA 9 allocs: 23.6 kB 9 allocs: 23.6 kB 1
ours/n=1000/SPA 15 allocs: 0.0385 MB 15 allocs: 0.0385 MB 1
ours/n=1000/USNO 9 allocs: 23.6 kB 9 allocs: 23.6 kB 1
ours/n=1000/Walraven 9 allocs: 23.6 kB 9 allocs: 23.6 kB 1
ours/n=10000/NOAA 15 allocs: 0.382 MB 15 allocs: 0.382 MB 1
ours/n=10000/PSA 9 allocs: 0.229 MB 9 allocs: 0.229 MB 1
ours/n=10000/SPA 15 allocs: 0.382 MB 15 allocs: 0.382 MB 1
ours/n=10000/USNO 9 allocs: 0.229 MB 9 allocs: 0.229 MB 1
ours/n=10000/Walraven 9 allocs: 0.229 MB 9 allocs: 0.229 MB 1
ours/n=100000/NOAA 15 allocs: 3.82 MB 15 allocs: 3.82 MB 1
ours/n=100000/PSA 9 allocs: 2.29 MB 9 allocs: 2.29 MB 1
ours/n=100000/SPA 15 allocs: 3.82 MB 15 allocs: 3.82 MB 1
ours/n=100000/USNO 9 allocs: 2.29 MB 9 allocs: 2.29 MB 1
ours/n=100000/Walraven 9 allocs: 2.29 MB 9 allocs: 2.29 MB 1
refraction/ARCHER 0 allocs: 0 B 0 allocs: 0 B
refraction/BENNETT 0 allocs: 0 B 0 allocs: 0 B
refraction/MICHALSKY 0 allocs: 0 B 0 allocs: 0 B
refraction/NoRefraction 0 allocs: 0 B 0 allocs: 0 B
refraction/SG2 0 allocs: 0 B 0 allocs: 0 B
single/NOAA 0 allocs: 0 B 0 allocs: 0 B
single/PSA 0 allocs: 0 B 0 allocs: 0 B
single/SPA 0 allocs: 0 B 0 allocs: 0 B
single/USNO 0 allocs: 0 B 0 allocs: 0 B
single/Walraven 0 allocs: 0 B 0 allocs: 0 B
solposx/n=100/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=100/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=1000/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=10000/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=100000/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
time_to_load 0.145 k allocs: 11 kB 0.145 k allocs: 11 kB 1

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Benchmark Results (Julia vpre)

Time benchmarks
main 156d13d... main / 156d13d...
ours/n=100/NOAA 0.0417 ± 0.00027 ms 0.0419 ± 0.00046 ms 0.996 ± 0.013
ours/n=100/PSA 16.6 ± 0.14 μs 16.6 ± 0.22 μs 1 ± 0.016
ours/n=100/SPA 0.434 ± 0.0078 ms 0.439 ± 0.0075 ms 0.99 ± 0.024
ours/n=100/USNO 0.0397 ± 0.00049 ms 0.0393 ± 0.00036 ms 1.01 ± 0.016
ours/n=100/Walraven 19.7 ± 0.62 μs 19.3 ± 0.53 μs 1.02 ± 0.043
ours/n=1000/NOAA 0.41 ± 0.008 ms 0.411 ± 0.0077 ms 0.999 ± 0.027
ours/n=1000/PSA 0.165 ± 0.0012 ms 0.165 ± 0.0025 ms 0.996 ± 0.017
ours/n=1000/SPA 4.36 ± 0.12 ms 4.56 ± 0.02 ms 0.955 ± 0.027
ours/n=1000/USNO 0.386 ± 0.0076 ms 0.381 ± 0.0077 ms 1.01 ± 0.028
ours/n=1000/Walraven 0.192 ± 0.0055 ms 0.193 ± 0.005 ms 0.994 ± 0.039
ours/n=10000/NOAA 4.11 ± 0.018 ms 4.12 ± 0.021 ms 0.997 ± 0.0067
ours/n=10000/PSA 1.63 ± 0.01 ms 1.64 ± 0.0088 ms 0.995 ± 0.0081
ours/n=10000/SPA 0.044 ± 0.00095 s 0.0453 ± 0.00089 s 0.973 ± 0.028
ours/n=10000/USNO 3.89 ± 0.011 ms 3.85 ± 0.018 ms 1.01 ± 0.0056
ours/n=10000/Walraven 1.93 ± 0.0095 ms 1.94 ± 0.011 ms 0.996 ± 0.0075
ours/n=100000/NOAA 0.042 ± 0.0016 s 0.0421 ± 0.0015 s 0.999 ± 0.051
ours/n=100000/PSA 16.5 ± 0.58 ms 16.5 ± 0.52 ms 0.999 ± 0.047
ours/n=100000/SPA 0.448 ± 0.0056 s 0.457 ± 0.0016 s 0.981 ± 0.013
ours/n=100000/USNO 0.0397 ± 0.001 s 0.0389 ± 0.00048 s 1.02 ± 0.029
ours/n=100000/Walraven 19.4 ± 0.96 ms 19.4 ± 0.51 ms 0.999 ± 0.056
refraction/ARCHER 0.231 ± 0.001 μs 0.23 ± 0.001 μs 1 ± 0.0062
refraction/BENNETT 0.231 ± 0.001 μs 0.231 ± 0.001 μs 1 ± 0.0061
refraction/MICHALSKY 0.2 ± 0.01 μs 0.191 ± 0.01 μs 1.05 ± 0.076
refraction/NoRefraction 0.19 ± 0.001 μs 0.19 ± 0.001 μs 1 ± 0.0074
refraction/SG2 0.25 ± 0.011 μs 0.25 ± 0.01 μs 1 ± 0.059
single/NOAA 0.441 ± 0 μs 0.441 ± 0.01 μs 1 ± 0.023
single/PSA 0.19 ± 0.001 μs 0.19 ± 0.001 μs 1 ± 0.0074
single/SPA 3.93 ± 0.03 μs 4.11 ± 0.051 μs 0.956 ± 0.014
single/USNO 0.411 ± 0.01 μs 0.411 ± 0.01 μs 1 ± 0.034
single/Walraven 0.231 ± 0.001 μs 0.23 ± 0.001 μs 1 ± 0.0062
solposx/n=100/NOAA 3.86 ± 0.099 ms 3.86 ± 0.16 ms 1 ± 0.049
solposx/n=100/PSA 2.74 ± 0.064 ms 2.87 ± 0.12 ms 0.953 ± 0.045
solposx/n=100/SPA 3.08 ± 0.034 ms 3.17 ± 0.077 ms 0.972 ± 0.026
solposx/n=100/USNO 2.97 ± 0.059 ms 2.95 ± 0.081 ms 1 ± 0.034
solposx/n=100/Walraven 1.13 ± 0.026 ms 1.09 ± 0.035 ms 1.04 ± 0.041
solposx/n=1000/NOAA 4.41 ± 0.081 ms 4.53 ± 0.12 ms 0.973 ± 0.031
solposx/n=1000/PSA 3.11 ± 0.086 ms 3.09 ± 0.1 ms 1.01 ± 0.043
solposx/n=1000/SPA 7.65 ± 0.1 ms 7.73 ± 0.099 ms 0.989 ± 0.018
solposx/n=1000/USNO 6.83 ± 0.25 ms 6.93 ± 0.35 ms 0.986 ± 0.061
solposx/n=1000/Walraven 1.42 ± 0.037 ms 1.39 ± 0.034 ms 1.02 ± 0.037
solposx/n=10000/NOAA 10.5 ± 0.18 ms 10.7 ± 0.17 ms 0.981 ± 0.023
solposx/n=10000/PSA 6.63 ± 0.095 ms 6.58 ± 0.11 ms 1.01 ± 0.022
solposx/n=10000/SPA 0.0511 ± 0.00042 s 0.0514 ± 0.00054 s 0.994 ± 0.013
solposx/n=10000/USNO 0.0459 ± 0.0018 s 0.0469 ± 0.002 s 0.98 ± 0.057
solposx/n=10000/Walraven 4.02 ± 0.05 ms 4.11 ± 0.13 ms 0.978 ± 0.033
solposx/n=100000/NOAA 0.0676 ± 0.00053 s 0.0675 ± 0.00076 s 1 ± 0.014
solposx/n=100000/PSA 0.0398 ± 0.00042 s 0.0403 ± 0.00034 s 0.989 ± 0.013
solposx/n=100000/SPA 0.514 ± 0.004 s 0.513 ± 0.0024 s 1 ± 0.0091
solposx/n=100000/USNO 0.447 ± 0.0086 s 0.457 ± 0.023 s 0.979 ± 0.054
solposx/n=100000/Walraven 30 ± 0.49 ms 30.1 ± 0.42 ms 0.995 ± 0.021
time_to_load 0.131 ± 0.0032 s 0.146 ± 0.003 s 0.897 ± 0.028
Memory benchmarks
main 156d13d... main / 156d13d...
ours/n=100/NOAA 10 allocs: 4.53 kB 10 allocs: 4.53 kB 1
ours/n=100/PSA 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
ours/n=100/SPA 10 allocs: 4.53 kB 10 allocs: 4.53 kB 1
ours/n=100/USNO 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
ours/n=100/Walraven 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
ours/n=1000/NOAA 15 allocs: 0.0385 MB 15 allocs: 0.0385 MB 1
ours/n=1000/PSA 9 allocs: 23.6 kB 9 allocs: 23.6 kB 1
ours/n=1000/SPA 15 allocs: 0.0385 MB 15 allocs: 0.0385 MB 1
ours/n=1000/USNO 9 allocs: 23.6 kB 9 allocs: 23.6 kB 1
ours/n=1000/Walraven 9 allocs: 23.6 kB 9 allocs: 23.6 kB 1
ours/n=10000/NOAA 15 allocs: 0.382 MB 15 allocs: 0.382 MB 1
ours/n=10000/PSA 9 allocs: 0.229 MB 9 allocs: 0.229 MB 1
ours/n=10000/SPA 15 allocs: 0.382 MB 15 allocs: 0.382 MB 1
ours/n=10000/USNO 9 allocs: 0.229 MB 9 allocs: 0.229 MB 1
ours/n=10000/Walraven 9 allocs: 0.229 MB 9 allocs: 0.229 MB 1
ours/n=100000/NOAA 15 allocs: 3.82 MB 15 allocs: 3.82 MB 1
ours/n=100000/PSA 9 allocs: 2.29 MB 9 allocs: 2.29 MB 1
ours/n=100000/SPA 15 allocs: 3.82 MB 15 allocs: 3.82 MB 1
ours/n=100000/USNO 9 allocs: 2.29 MB 9 allocs: 2.29 MB 1
ours/n=100000/Walraven 9 allocs: 2.29 MB 9 allocs: 2.29 MB 1
refraction/ARCHER 0 allocs: 0 B 0 allocs: 0 B
refraction/BENNETT 0 allocs: 0 B 0 allocs: 0 B
refraction/MICHALSKY 0 allocs: 0 B 0 allocs: 0 B
refraction/NoRefraction 0 allocs: 0 B 0 allocs: 0 B
refraction/SG2 0 allocs: 0 B 0 allocs: 0 B
single/NOAA 0 allocs: 0 B 0 allocs: 0 B
single/PSA 0 allocs: 0 B 0 allocs: 0 B
single/SPA 0 allocs: 0 B 0 allocs: 0 B
single/USNO 0 allocs: 0 B 0 allocs: 0 B
single/Walraven 0 allocs: 0 B 0 allocs: 0 B
solposx/n=100/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=100/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=1000/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=1000/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=10000/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=10000/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/NOAA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/PSA 0.037 k allocs: 1.17 kB 0.037 k allocs: 1.17 kB 1
solposx/n=100000/SPA 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/USNO 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
solposx/n=100000/Walraven 9 allocs: 0.516 kB 9 allocs: 0.516 kB 1
time_to_load 0.217 k allocs: 13.5 kB 0.217 k allocs: 13.5 kB 1

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codecov bot commented Jan 16, 2026 •
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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 99.10%. Comparing base (d1ca187) to head (156d13d).
⚠️ Report is 12 commits behind head on main.

Additional details and impacted files 
@@             Coverage Diff             @@
##              main      #65      +/-   ##
===========================================
- Coverage   100.00%   99.10%   -0.90%     
===========================================
  Files           17       17              
  Lines          678      671       -7     
===========================================
- Hits           678      665      -13     
- Misses           0        6       +6

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@langestefan langestefan changed the title Vectorization SPA update Jan 16, 2026
@langestefan langestefan merged commit d3a13b8 into main Jan 16, 2026
15 of 19 checks passed
@langestefan langestefan deleted the vectorization branch January 16, 2026 18:23
@langestefan langestefan mentioned this pull request Jan 16, 2026
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