diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-06-14 04:06:32 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-06-14 04:06:32 -0500 |
| commit | aa73718eb6427d7da3b9cb416275802d90c4b2ed (patch) | |
| tree | b68b0a664fb650744ef934a1c22abd740a7b62a6 /results/synth_ladder_smoke | |
| parent | 827c658fa9a750f3c6ebdb87703762f10f69f6ff (diff) | |
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Diffstat (limited to 'results/synth_ladder_smoke')
| -rw-r--r-- | results/synth_ladder_smoke/config.json | 30 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/summary.json | 782 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/synth_a0.0_L2_s42.json | 1172 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/synth_a0.0_L8_s42.json | 1298 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/synth_a0.5_L2_s42.json | 1172 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/synth_a0.5_L8_s42.json | 1298 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/synth_a1.0_L2_s42.json | 1172 | ||||
| -rw-r--r-- | results/synth_ladder_smoke/synth_a1.0_L8_s42.json | 1298 |
8 files changed, 8222 insertions, 0 deletions
diff --git a/results/synth_ladder_smoke/config.json b/results/synth_ladder_smoke/config.json new file mode 100644 index 0000000..d3102c3 --- /dev/null +++ b/results/synth_ladder_smoke/config.json @@ -0,0 +1,30 @@ +{ + "alphas": [ + 0.0, + 0.5, + 1.0 + ], + "depths": [ + 2, + 8 + ], + "seeds": [ + 42 + ], + "d_hidden": 128, + "num_classes": 10, + "n_train": 10000, + "n_test": 2000, + "batch_size": 256, + "epochs": 60, + "lr": 0.001, + "lr_fb": 0.001, + "wd": 0.01, + "lam": 0.1, + "K": 4, + "sigma_bridge": 0.05, + "ema_momentum": 0.995, + "term_grad_weight": 1.0, + "gpu": 0, + "output_dir": "results/synth_ladder_smoke" +}
\ No newline at end of file diff --git a/results/synth_ladder_smoke/summary.json b/results/synth_ladder_smoke/summary.json new file mode 100644 index 0000000..09ab8d7 --- /dev/null +++ b/results/synth_ladder_smoke/summary.json @@ -0,0 +1,782 @@ +{ + "a0.0_L2_s42": { + "bp": { + "test_acc": 0.9445, + "mean_bp_cosine": 0.8363544940948486, + "mean_rho": 0.9999966025352478, + "mean_nudge_001": -0.014867921359837055, + "mean_nudge_003": -0.038927674293518066, + "mean_nudge_01": -0.08314211666584015, + "bp_cosine_per_layer": [ + 0.841028094291687, + 0.8316808938980103 + ], + "rho_per_layer": [ + 0.9999988079071045, + 0.9999943971633911 + ], + "nudge_per_layer": [ + -0.10806188732385635, + -0.058222346007823944 + ] + }, + "dfa": { + "test_acc": 0.8905, + "mean_bp_cosine": 0.028207830036990345, + "mean_rho": -0.013231039047241211, + "mean_nudge_001": -0.0004544301191344857, + "mean_nudge_003": -0.0012695252080447972, + "mean_nudge_01": -0.003105040406808257, + "bp_cosine_per_layer": [ + 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