Add NamedArrayPartition and Float32 to precompilation workload #518
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…workload This improves time-to-first-execution (TTFX) by adding commonly-used operations to the precompilation workload: 1. NamedArrayPartition - constructor, property access, indexing, broadcasting, similar 2. Float32 ArrayPartition - constructor, indexing, broadcasting, similar, recursive_mean, recursivecopy Performance improvements: - Float32 ArrayPartition broadcasting: ~0.4s → 0.00008s (~5000x faster) - Float32 ArrayPartition constructor: ~0.05s → 0.0003s (~180x faster) - NamedArrayPartition operations now sub-millisecond Package startup time remains unchanged at ~0.26s. Only 4 low-impact invalidations were found (all necessary for package functionality). Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Summary
NamedArrayPartitionoperations to precompilation (constructor, property access, indexing, broadcasting, similar)Float32ArrayPartitionoperations to precompilation (constructor, indexing, broadcasting, similar, recursive_mean, recursivecopy)Performance Improvements
Baseline measurements (before):
After improvements:
Package startup time: ~0.26 seconds (unchanged)
Analysis
Using SnoopCompile, I identified:
NamedArrayPartition(now precompiled)Test Results
All tests pass.
cc @ChrisRackauckas
🤖 Generated with Claude Code