From b5a23b03e5793b26d7975a658e0814644e7796ad Mon Sep 17 00:00:00 2001 From: ruv Date: Sun, 31 May 2026 12:07:00 -0400 Subject: [PATCH] fix(proof): cross-platform tolerance gate for verify.py determinism MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Definitive root cause of the failing determinism gate: the SHA-256 of fixed-decimal-rounded features is bit-exact only WITHIN one CPU microarchitecture. Windows and a second Linux box (ruvultra, identical numpy 2.4.2/scipy 1.17.1) produce the same hash at every precision (ca58956c), but the GitHub Azure runner diverges at EVERY precision including 2 decimals (667eb054) — because pocketfft/BLAS reorders FP reductions per-microarch and the ~1e-6 *relative* drift lands on large-magnitude PSD bins as an absolute difference no fixed-decimal grid can absorb. So no quantization can fix it; the primitive was wrong. Fix: keep the bit-exact SHA-256 as the strong same-platform proof, and add a relative-tolerance fallback (np.allclose, rtol=1e-4/atol=1e-6) against a committed reference feature vector (expected_features_reference.npz, 36,800 float64 values). A run PASSES on either; tolerances sit ~100x over the observed microarch drift and ~10x under any signal-meaningful change, so real regressions still fail. Verified locally: bit-exact MATCH -> PASS, and a corrupted hash falls through to TOLERANCE MATCH -> PASS. CI (Azure, different hash) now passes via the tolerance path. Removes the temporary sweep diagnostic. Co-Authored-By: claude-flow --- .github/workflows/verify-pipeline.yml | 14 --- .../proof/expected_features_reference.npz | Bin 0 -> 193176 bytes archive/v1/data/proof/verify.py | 114 ++++++++++++++++-- 3 files changed, 101 insertions(+), 27 deletions(-) create mode 100644 archive/v1/data/proof/expected_features_reference.npz diff --git a/.github/workflows/verify-pipeline.yml b/.github/workflows/verify-pipeline.yml index 87a3728c..3e647e43 100644 --- a/.github/workflows/verify-pipeline.yml +++ b/.github/workflows/verify-pipeline.yml @@ -58,20 +58,6 @@ jobs: print('Reference signal metadata validated.') 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zUSn-#Rn+TGoYrORB0s#7zDPABzvrP$L=VrwceBp#?jWnj+int5hWjshD1`nlLlHq#t!s|Hfm()hdxzN_8_?6KiTpdliOGLW5uZ>Qd#!|aJ6%e` z`tmp>;rF2^OzkgXeHG0y-CnUV%ll&y|HMOMc(%0AGw6@FDwU=K0W8cbh@}@ib@eat3I8*dUt; z{)yUWN;!j~J{)%!L4o5mH}9Z3Gy!>#i-f>Q?HeWNu4up=?q{X@4|wkJ+`D%VAGopJ zdm>TGL~!=t-q%2!dqlvI|NHXw{(l}>S(>_gxLUgLIyw7%R>FPspJVrds|0ZW5qQ same output)") - print(" 3. No randomness was introduced (hash would differ)") + print(" 3. No randomness was introduced") print(" 4. The code path includes: noise removal, Hamming windowing,") print(" amplitude normalization, FFT-based Doppler extraction,") print(" and power spectral density computation") @@ -553,14 +636,19 @@ def main(): else: print(" VERDICT: FAIL") print() - print(" The pipeline output does NOT match the expected hash.") + print(" The pipeline output does NOT match the expected hash OR the") + print(" reference feature vector within tolerance.") + if max_rel_dev is not None: + print( + f" max abs dev: {max_abs_dev:.3e} max rel dev: {max_rel_dev:.3e}" + f" (rtol={TOLERANCE_RTOL:g}, atol={TOLERANCE_ATOL:g})" + ) print() print(" Possible causes:") - print(" - Numpy/scipy version mismatch (check requirements)") print(" - Code change in CSI processor that alters numerical output") - print(" - Platform floating-point differences (unlikely for IEEE 754)") + print(" - A real (non-microarch) numerical regression") print() - print(" To update the expected hash after intentional changes:") + print(" To update after an intentional change:") print(" python verify.py --generate-hash") print("=" * 72) sys.exit(1)