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2026-04-08paper v2.30: fix layer-0 cosine numbers + add per-seed appendix MYurenHao0426
2026-04-08λ sweep on penalty strength: lam ∈ {1e-4, 1e-2, 1e-1} cos + rho resultsYurenHao0426
2026-04-08Multi-seed vanilla DFA early-epoch cos: lock-in for round 19 disambiguationYurenHao0426
2026-04-08BP+penalty control result: mode 2 (intrinsic credit quality) confirmed REALYurenHao0426
2026-04-083-seed multi-seed verification of penalized DFA deep cos = +0.17YurenHao0426
2026-04-08DISAMBIGUATION: vanilla DFA early-epoch checkpoints + cos measurementYurenHao0426
2026-04-08MAJOR: penalized DFA deep-layer cosine is +0.17, NOT zeroYurenHao0426
2026-04-08Add penalty λ sweep figure: shows λ-dependence of (d) verdictYurenHao0426
2026-04-07Add CNN third-architecture audit: BN, no terminal LNYurenHao0426
2026-04-07Add §4 penalty rescue figure: visual two-failure-modes storyYurenHao0426
2026-04-07Add §2/§3 hero figure: 5-method audit horizontal bar chartYurenHao0426
2026-04-07Add d=512 ResMLP audit table (3 seeds): cross-width validationYurenHao0426
2026-04-07Add §3 cross-architecture temporal evolution figureYurenHao0426
2026-04-07Cross-architecture temporal validation: 3 archs x 3 seeds x 2 methodsYurenHao0426
2026-04-07Protocol diagnostic (a): use max per-block growth, not max/min ratioYurenHao0426
2026-04-07Temporal evolution 3-seed: protocol fires at DFA epoch 3-4 on all seedsYurenHao0426
2026-04-07Add temporal diagnostic evolution: protocol fires at epoch 4 of DFAYurenHao0426
2026-04-07Audit table extension to 3 seeds (s42/s123/s456)YurenHao0426
2026-04-07Add protocol decision-utility ablation tableYurenHao0426
2026-04-07Add audit table example: protocol applied to BP/DFA/SB/CB/EPYurenHao0426
2026-04-03Add 5 extra seeds to synthetic cross-state distance (now 10 seeds for all met...YurenHao0426
2026-04-03Recompute all CNN diagnostics with fixed BP gradient flowYurenHao0426
2026-04-03Complete EP data: 10-seed synthetic + 6-seed CIFAR persample + cross-stateYurenHao0426
2026-04-03EP synthetic 10 seeds complete: 30 JSONs + 30 checkpoints + cross-state distanceYurenHao0426
2026-04-03Add EP cross-state distance for CIFAR + verify CNN summaryYurenHao0426
2026-04-03Add EP synthetic per-seed CSV + synthetic cross-state distanceYurenHao0426
2026-04-03Add EP to BP gradient sparsity analysisYurenHao0426
2026-04-03Add cross-method hidden state distance vs BPYurenHao0426
2026-04-03Update all EP results with sign-corrected creditYurenHao0426
2026-04-02Recompute EP CIFAR d=256 diagnostics with sign fixYurenHao0426
2026-04-02Add EP synthetic results: 15 JSONs (3α × 5 seeds)YurenHao0426
2026-04-02Add CNN SB+CB results (5 seeds each), update summary CSVYurenHao0426
2026-04-02Fix and recompute GELU ablation Gamma from checkpointsYurenHao0426
2026-04-02Add summary CSVs for EP, GELU ablation, CNNYurenHao0426
2026-04-02Add EP baseline (5 seeds), GELU ablation (20 runs), CNN BP+DFA (10 runs)YurenHao0426
2026-04-01Add d=512 support sparsity: 20 JSONs + summary CSVYurenHao0426
2026-04-01Add missing bp_s456.json for CIFAR d=512 (rerun after SIGTERM)YurenHao0426
2026-04-01Add CIFAR L=4 d=512 confirmatory: 4 methods × 5 seeds with checkpointsYurenHao0426
2026-04-01Add P3 protocol panel: method ranking across 5 protocol slicesYurenHao0426
2026-04-01Add per-sample gradient stats: 24576 rows (256 samples × 4 layers × 4 metho...YurenHao0426
2026-04-01Add clean_sparsity_summary.csv: 960 rows aggregated from 168 JSONsYurenHao0426
2026-04-01Add clean sparsity results: 168 JSONs from independent processes on GPU 1YurenHao0426
2026-04-01Add clean gradient check: independent Python process per method, GPU 1YurenHao0426
2026-04-01Add element-wise gradient concentration analysis (CPU, from checkpoints)YurenHao0426
2026-04-01Add confirmatory supplement: T1-T4 from checkpoints (no retraining)YurenHao0426
2026-04-01Add extended sparsity analysis: A4 per-layer, B1 snapshots, B2 active subset,...YurenHao0426
2026-04-01Add BP support sparsity analysis: threshold sweep + gradient histogramsYurenHao0426
2026-04-01Recompute BP and DFA Gamma with near-zero gradient filteringYurenHao0426
2026-03-31Update naive StateErr v3: L2 norm ratio formula, with checkpoints savedYurenHao0426
2026-03-31Add BP supplement for A2 CIFAR: 10 seeds with acc, Gamma, rho, naive_StateErrYurenHao0426