{ "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 } }