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Diffstat (limited to 'runs/depth_scaling/cifar10_20251229-160504')
| -rw-r--r-- | runs/depth_scaling/cifar10_20251229-160504/config.json | 20 | ||||
| -rw-r--r-- | runs/depth_scaling/cifar10_20251229-160504/results.json | 11222 |
2 files changed, 11242 insertions, 0 deletions
diff --git a/runs/depth_scaling/cifar10_20251229-160504/config.json b/runs/depth_scaling/cifar10_20251229-160504/config.json new file mode 100644 index 0000000..c87b8a8 --- /dev/null +++ b/runs/depth_scaling/cifar10_20251229-160504/config.json @@ -0,0 +1,20 @@ +{ + "dataset": "cifar10", + "depths": [ + 4, + 8, + 12, + 16 + ], + "T": 4, + "epochs": 100, + "batch_size": 128, + "lr": 0.001, + "lambda_reg": 0.3, + "lambda_target": -0.1, + "data_dir": "./data", + "out_dir": "runs/depth_scaling", + "device": "cuda", + "seed": 42, + "no_progress": false +}
\ No newline at end of file diff --git a/runs/depth_scaling/cifar10_20251229-160504/results.json b/runs/depth_scaling/cifar10_20251229-160504/results.json new file mode 100644 index 0000000..2e9b6eb --- /dev/null +++ b/runs/depth_scaling/cifar10_20251229-160504/results.json @@ -0,0 +1,11222 @@ +{ + "vanilla": { + "4": [ + { + "epoch": 1, + "train_loss": 1.87523081199646, + "train_acc": 0.3904, + "test_loss": 1.3005033981323242, + "test_acc": 0.538, + "lyapunov": null, + "grad_norm": 7.167065437345997, + "grad_max_sv": 6.2841449797153475, + "grad_min_sv": 2.820393511626662e-07, + "grad_condition": 22637653.325481158, + "lr": 0.0009997532801828658, + "time_sec": 17.83638072013855 + }, + { + "epoch": 2, + "train_loss": 1.330778917236328, + "train_acc": 0.53242, + "test_loss": 1.3051589399337769, + "test_acc": 0.5299, + "lyapunov": null, + "grad_norm": 5.684293544168513, + "grad_max_sv": 4.961454087495804, + "grad_min_sv": 2.2011614504435783e-07, + "grad_condition": 23000049.3006949, + 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