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Diffstat (limited to 'results/scale_v3_cifar10_bp_w64_d30_s1.json')
| -rw-r--r-- | results/scale_v3_cifar10_bp_w64_d30_s1.json | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/results/scale_v3_cifar10_bp_w64_d30_s1.json b/results/scale_v3_cifar10_bp_w64_d30_s1.json new file mode 100644 index 0000000..8022c02 --- /dev/null +++ b/results/scale_v3_cifar10_bp_w64_d30_s1.json @@ -0,0 +1 @@ +{"args": {"mode": "bp", "dataset": "cifar10", "depth": 30, "width": 64, "act": "tanh", "residual": 1, "epochs": 5, "batch_size": 128, "eta": 0.05, "eta_A": 0.02, "eta_P": 0.002, "momentum": 0.9, "w_scale": 1.0, "a_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": 1, "device": "cuda", "log_every": 500, "max_steps": 0, "probe_bs": 256, "outdir": "results", "tag": "scale_v3_cifar10_bp_w64_d30_s1", "n_in": 3072}, "provenance": {"git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "git_dirty": false}, "steps": [{"step": 0, "epoch": 0, "train_loss": 2.638410806655884}, {"epoch_end": 0, "step": 391, "test_acc": 0.364, "test_loss": 1.8112511840820313}, {"step": 500, "epoch": 1, "train_loss": 1.6501820087432861}, {"epoch_end": 1, "step": 782, "test_acc": 0.3952, "test_loss": 1.7362552856445312}, {"step": 1000, "epoch": 2, "train_loss": 1.7208136320114136}, {"epoch_end": 2, "step": 1173, "test_acc": 0.4051, "test_loss": 1.7023025390625}, {"step": 1500, "epoch": 3, "train_loss": 1.63710618019104}, {"epoch_end": 3, "step": 1564, "test_acc": 0.4021, "test_loss": 1.7008232299804686}, {"epoch_end": 4, "step": 1955, "test_acc": 0.4174, "test_loss": 1.6535031127929687}], "final": {"test_acc": 0.4174, "test_loss": 1.6535031127929687, "wall_s": 30.375305891036987}}
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