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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-21 19:34:58 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-21 19:34:58 -0500 |
| commit | cac93f81ff557e925834fcd385956afc6dcd2ed3 (patch) | |
| tree | 514675a41426c7bb439f0aeb76328bf50aa4b5dd /results/scale_v3_cifar10_bp_w64_d20_s2.json | |
| parent | 03079a9cf4c68c7326ad1e2791c0e35a62e5761c (diff) | |
results: complete five-depth local scaling panel
Diffstat (limited to 'results/scale_v3_cifar10_bp_w64_d20_s2.json')
| -rw-r--r-- | results/scale_v3_cifar10_bp_w64_d20_s2.json | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/results/scale_v3_cifar10_bp_w64_d20_s2.json b/results/scale_v3_cifar10_bp_w64_d20_s2.json new file mode 100644 index 0000000..867ddcd --- /dev/null +++ b/results/scale_v3_cifar10_bp_w64_d20_s2.json @@ -0,0 +1 @@ +{"args": {"mode": "bp", "dataset": "cifar10", "depth": 20, "width": 64, "act": "tanh", "residual": 1, "epochs": 5, "batch_size": 128, "train_examples": 0, "task_seed": 0, "task_train_examples": 50000, "task_test_examples": 10000, "task_levels": 8, "task_n_in": 128, "task_classes": 10, "teacher_depth": 8, "teacher_width": 64, "teacher_residual": 1, "eta": 0.05, "eta_A": 0.02, "eta_P": 0.002, "momentum": 0.9, "w_scale": 1.0, "a_scale": 1.0, "feedback_scale": 1.0, "pert_sigma": 0.01, "pert_every": 4, "pert_ndirs": 16, "pert_mode": "simultaneous", "use_residual": 1, "raw_scale_control": "none", "learn_A": 1, "learn_P": 1, "p_neutral": 1, "p_warmup_steps": 200, "p_warmup_eta": 0.05, "nuis_rho": 0.0, "predictor_mode": "diagonal", "normalize_delta": 0, "settle_steps": 0, "kappa": 0.0, "feedback": "error", "seed": 2, "device": "cuda", "log_every": 500, "max_steps": 0, "probe_bs": 256, "outdir": "results", "tag": "scale_v3_cifar10_bp_w64_d20_s2", "n_in": 3072, "n_out": 10}, "provenance": {"git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "git_dirty": false}, "steps": [{"step": 0, "epoch": 0, "train_loss": 2.6389663219451904}, {"epoch_end": 0, "step": 391, "test_acc": 0.3635, "test_loss": 1.8098630981445312}, {"step": 500, "epoch": 1, "train_loss": 1.7176635265350342}, {"epoch_end": 1, "step": 782, "test_acc": 0.3933, "test_loss": 1.7476309326171875}, {"step": 1000, "epoch": 2, "train_loss": 1.7087243795394897}, {"epoch_end": 2, "step": 1173, "test_acc": 0.3969, "test_loss": 1.7153120239257813}, {"step": 1500, "epoch": 3, "train_loss": 1.6628549098968506}, {"epoch_end": 3, "step": 1564, "test_acc": 0.4078, "test_loss": 1.69898984375}, {"epoch_end": 4, "step": 1955, "test_acc": 0.4118, "test_loss": 1.6645256103515624}], "final": {"test_acc": 0.4118, "test_loss": 1.6645256103515624, "wall_s": 20.217156171798706}}
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