| { |
| "source_run": "https://wandb.ai/tsilva/dlab/runs/fs4fa4vl", |
| "test_run": "https://wandb.ai/tsilva/dlab/runs/enmuxlt3", |
| "source_artifact": "https://wandb.ai/tsilva/dlab/artifacts/run-output/mnist-rnn_001-rnn-architecture-search_adamw-lr0p003-bs512-cosine_w384-d1-do0p2_val-acc-confirm-top-i000_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": 384, |
| "num_layers": 1, |
| "dropout": 0.2, |
| "rnn_type": "gru", |
| "bidirectional": false, |
| "pooling": "last", |
| "sequence_axis": "columns" |
| }, |
| "metrics": { |
| "selected_validation_accuracy": 0.994667, |
| "selected_validation_loss": 0.018941, |
| "test_accuracy": 0.9917, |
| "test_loss": 0.027544, |
| "three_seed_validation_accuracy_mean": 0.993667, |
| "three_seed_validation_accuracy_std": 0.0008164965809277268, |
| "three_seed_test_accuracy_mean": 0.9927, |
| "three_seed_test_accuracy_std": 0.0007483314773547949 |
| } |
| } |
|
|
