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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-23 07:09:14 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-23 07:09:14 -0500
commit2a6f72e22a814fb4093174a2fb1ca2af56c7e63c (patch)
treea3eafc8edeac3cae44de2c0da96ae2db2f075688 /RESULTS.md
parentc8bfa25f597dc2760855b3f71a59549753c9e4a2 (diff)
figures: add audited ResNet confirmation panel
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@@ -1085,6 +1085,11 @@ checks. D4 therefore raises the strict reviewer score from 6 to 7 and
establishes the accept bar. It is a ResNet-20 robustness/noninferiority result,
not evidence of positive utility from ResNet-20 to ResNet-56 and not evidence
for the previously failed desired-velocity or online-control interpretation.
+`results/figs/figure4_resnet_confirmation.{pdf,png}` renders the paired
+endpoint, layerwise raw-versus-innovation direction, reciprocal-credit
+trajectory, and resource audit directly from these ten records. Its strict
+source-hash manifest refuses an incomplete seed set, failed D4 check, dirty
+provenance, protocol drift, or disagreement between the gate and records.
## How to run
`experiments/run.py --mode {bp,fa,dfa,sdil} --dataset {mnist,fmnist,cifar10} --depth D --residual {0,1} --act {tanh,gelu,silu,relu}`
@@ -1097,9 +1102,11 @@ canonical d2 comparison: `experiments/ep_depth2_sweep.sh`; near-parameter compar
C2 direct causal diagnosis: `experiments/c2_nodepert_validation.sh` followed by
`python experiments/analyze_c2_nodepert_validation.py`.
Theory checks: `python experiments/verify_theory.py`.
-Audited aggregate tables: `experiments/analyze_verified.py`. The claim-locked finalizer is
-`experiments/finalize_claims.sh`; it rejects missing/dirty inputs, regenerates both main figures,
-their captions, source-hash manifest, and `results/audited_tables.md`, then runs all smoke checks.
+Audited aggregate tables: `experiments/analyze_verified.py`. The complete
+accept-bar finalizer is `experiments/finalize_accept.sh`; it rejects
+missing/dirty or gate-inconsistent inputs, regenerates the four main figures,
+their captions and source-hash manifests, rebuilds
+`results/audited_tables.md`, and runs all smoke and completed-gate audits.
## Open items
@@ -1108,8 +1115,10 @@ their captions, source-hash manifest, and `results/audited_tables.md`, then runs
SDIL.
- Compare simultaneous calibration at fixed loss-evaluation budgets and sweep directions
(4/8/16/32).
-- Validate SDIL on a genuinely depth-necessary compositional task and a CNN; flattened CIFAR does
- not gain accuracy with depth.
+- A genuinely depth-necessary standard-network comparison remains absent. The
+ frozen ResNet-20/32/56 route is sealed by the failed oral-B prerequisite; any
+ replacement would require a new, independently preregistered mechanism
+ branch rather than reusing the untouched panel.
- Diagnose why residual FA has high directional cosine but lower accuracy: log update-norm ratios,
parameter-space cosine, and serial feedback latency/cost.
- Reproduce the d2 EP basin sensitivity in the original Theano revision and/or a strong modern EP