| { |
| "source_run": "https://wandb.ai/tsilva/dlab/runs/t8u8llqo", |
| "test_run": "https://wandb.ai/tsilva/dlab/runs/vdt5duxq", |
| "source_artifact": "https://wandb.ai/tsilva/dlab/artifacts/run-output/mnist-rnn_001-rnn-architecture-search_adamw-lr0p003-bs256-constant_w512-d2-do0_val-acc-confirm-top-i005_seed9001-run/latest", |
| "checkpoint": "model.ckpt", |
| "onnx": "model.onnx", |
| "input_shape": [ |
| 1, |
| 28, |
| 28 |
| ], |
| "input_name": "images", |
| "output_name": "logits", |
| "classes": [ |
| "0", |
| "1", |
| "2", |
| "3", |
| "4", |
| "5", |
| "6", |
| "7", |
| "8", |
| "9" |
| ], |
| "preprocessing": { |
| "to_tensor": true, |
| "normalize_mean": [ |
| 0.1307 |
| ], |
| "normalize_std": [ |
| 0.3081 |
| ] |
| }, |
| "architecture": { |
| "name": "rnn", |
| "input_size": null, |
| "hidden_dim": 512, |
| "num_layers": 2, |
| "dropout": 0, |
| "rnn_type": "rnn", |
| "bidirectional": false, |
| "pooling": "mean", |
| "sequence_axis": "rows" |
| }, |
| "metrics": { |
| "selected_validation_accuracy": 0.979667, |
| "selected_validation_loss": 0.067957, |
| "test_accuracy": 0.9778, |
| "test_loss": 0.07622, |
| "three_seed_validation_accuracy_mean": 0.9791666666666666, |
| "three_seed_validation_accuracy_std": 0.0004907289362661005, |
| "three_seed_test_accuracy_mean": 0.9797333333333333, |
| "three_seed_test_accuracy_std": 0.0013695092389449483 |
| } |
| } |
|
|
