| { | |
| "architecture": "ViT (from scratch, custom nn.Module)", | |
| "img_size": 32, | |
| "patch_size": 4, | |
| "in_channels": 3, | |
| "num_classes": 10, | |
| "embed_dim": 256, | |
| "depth": 4, | |
| "num_heads": 8, | |
| "mlp_ratio": 4.0, | |
| "dropout": 0.1, | |
| "classes": [ | |
| "airplane", | |
| "automobile", | |
| "bird", | |
| "cat", | |
| "deer", | |
| "dog", | |
| "frog", | |
| "horse", | |
| "ship", | |
| "truck" | |
| ], | |
| "normalize_mean": [ | |
| 0.4914, | |
| 0.4822, | |
| 0.4465 | |
| ], | |
| "normalize_std": [ | |
| 0.247, | |
| 0.2435, | |
| 0.2616 | |
| ], | |
| "final_test_acc": 77.13 | |
| } |