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gradient README: O(M×N) caveat resolved (#376) + branch-flip findings (#377)#91

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Jammy2211 merged 1 commit into
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feature/kernel-forward-chunking
Jul 10, 2026
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gradient README: O(M×N) caveat resolved (#376) + branch-flip findings (#377)#91
Jammy2211 merged 1 commit into
mainfrom
feature/kernel-forward-chunking

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Summary

Docs leg of PyAutoLabs/PyAutoArray#376 (chunked kernel forward) and PyAutoLabs/PyAutoArray#377 (branch-flip investigation): the gradient README's kernel-mesh caveat (a) is marked resolved with the measured numbers (60 GB OOM → 1.06 GB peak at M≈246k × N≈15.4k; CPU ~10 min/eval is arithmetic, not blocking), and caveat (b) is corrected per the investigation — the flips are JIT-only, the positive-only solver is exonerated, and the linear rank-CDF's 1/(N+1) bounding-box-edge discontinuity is a confirmed amplifier (fix candidate on #377).

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  • Gate: docs-only · review CLEAN · Heart YELLOW acked in-session
  • Human: merge, amend, or reject

🤖 Generated with Claude Code

…nch-flip findings (#377)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@Jammy2211 Jammy2211 added the pending-release Pending release build label Jul 10, 2026
@Jammy2211 Jammy2211 merged commit 00c1583 into main Jul 10, 2026
@Jammy2211 Jammy2211 deleted the feature/kernel-forward-chunking branch July 10, 2026 13:36
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