faeval.git/results/gelu_ablation/relu_bp_s123.json, branch master Unnamed repository; edit this file 'description' to name the repository. Fix and recompute GELU ablation Gamma from checkpoints 2026-04-02T19:53:44+00:00 YurenHao0426 Blackhao0426@gmail.com 2026-04-02T19:53:44+00:00 6e280e59d492203ea7f7765a65949a6c256bf73a ReLU MLP (L=4 d=256): BP: acc=61.1%, Gamma=1.000, rho=0.998 DFA: acc=30.7%, Gamma=0.104, rho=-0.001 SB: acc=15.5%, Gamma=0.300, rho=0.159 CB: acc=28.7%, Gamma=0.298, rho=0.007 Note: SB/CB Gamma uses BP gradient as proxy (feedback nets not checkpointed). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> 
ReLU MLP (L=4 d=256):
BP: acc=61.1%, Gamma=1.000, rho=0.998
DFA: acc=30.7%, Gamma=0.104, rho=-0.001
SB: acc=15.5%, Gamma=0.300, rho=0.159
CB: acc=28.7%, Gamma=0.298, rho=0.007

Note: SB/CB Gamma uses BP gradient as proxy (feedback nets not checkpointed).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Add EP baseline (5 seeds), GELU ablation (20 runs), CNN BP+DFA (10 runs) 2026-04-02T19:42:02+00:00 YurenHao0426 Blackhao0426@gmail.com 2026-04-02T19:42:02+00:00 fe36805c894671b571f0dd573185394ca2e88c8d EP (L=4 d=256): acc≈30%, Gamma≈0, rho≈0 — EP credit signal weak on feedforward MLP GELU ablation (ReLU variant): 4 methods × 5 seeds complete CNN BP+DFA: 5 seeds each, BP + DFA on SmallCNN Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> 
EP (L=4 d=256): acc≈30%, Gamma≈0, rho≈0 — EP credit signal weak on feedforward MLP
GELU ablation (ReLU variant): 4 methods × 5 seeds complete
CNN BP+DFA: 5 seeds each, BP + DFA on SmallCNN

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>