Refactor to improve performance/torch compile compatibility#2
Merged
Conversation
- Add 15 new tests across math, linalg, tensor_utils, preprocessor, softknn - Add torch.compile verification tests (test_compile.py) tracking compilability - Add benchmark script (benchmarks/bench_compile.py) with eager + compile timing - Add pytest-benchmark to test dependencies - Replace commented-out softknn tests with proper assertion-based tests Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- replace_nan_and_inf: use torch.nan_to_num (~3.9x faster) - angular_diff_batch: use modulo wrapping (~1.4x faster, fixes correctness for large diffs) - angle_between_stable: use broadcasting instead of .repeat() (~1.15x faster) - sqrtm: replace removed np.float_ alias with np.float64 - bench_compile: remove lambda wrappers that broke torch.compile tracing Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- kronecker_product: replace manual implementation with torch.kron - GELS: replace deprecated torch.cholesky with torch.linalg.cholesky - Lookahead optimizer: fix deprecated add_(scalar, tensor) signature - ls_cov: use torch.linalg.lstsq for params, torch.linalg.solve instead of explicit .inverse() for better numerical stability - StandardScaler: precompute reciprocal to multiply instead of divide - Bump version 0.4.3 → 0.5.0 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
No description provided.