| { | |
| "model_name": "David-decoupled-deep_efficiency", | |
| "run_id": "20251012_221046", | |
| "timestamp": "2025-10-12T22:15:33.176762", | |
| "best_val_acc": 62.524, | |
| "best_epoch": 0, | |
| "final_train_acc": 56.42811072509152, | |
| "final_train_loss": 2.9751985085156605, | |
| "scale_accuracies": { | |
| "256": 62.524 | |
| }, | |
| "architecture": { | |
| "preset": "high_accuracy", | |
| "sharing_mode": "decoupled", | |
| "fusion_mode": "deep_efficiency", | |
| "scales": [ | |
| 256, | |
| 512, | |
| 768, | |
| 1024, | |
| 1280 | |
| ], | |
| "feature_dim": 512, | |
| "num_classes": 1000, | |
| "use_belly": true, | |
| "belly_expand": 2.5 | |
| }, | |
| "training": { | |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", | |
| "model_variant": [ | |
| "clip_vit_b16", | |
| "clip_vit_laion_b32", | |
| "clip_vit_b32" | |
| ], | |
| "num_epochs": 10, | |
| "batch_size": 1024, | |
| "learning_rate": 0.01, | |
| "rose_weight": "0.2\u21920.8", | |
| "cayley_loss": false, | |
| "optimizer": "AdamW", | |
| "scheduler": "cosine_restarts" | |
| }, | |
| "files": { | |
| "weights_safetensors": "weights/David-decoupled-deep_efficiency/20251012_221046/best_model_acc62.52.safetensors", | |
| "weights_pytorch": "weights/David-decoupled-deep_efficiency/20251012_221046/best_model.pth", | |
| "config": "weights/David-decoupled-deep_efficiency/20251012_221046/david_config.json", | |
| "training_config": "weights/David-decoupled-deep_efficiency/20251012_221046/train_config.json", | |
| "tensorboard": "runs/David-decoupled-deep_efficiency/20251012_221046/" | |
| } | |
| } |