| { |
| "model_name": "David-partial_shared-hierarchical_tree", |
| "run_id": "20251012_191456", |
| "timestamp": "2025-10-12T19:48:13.074431", |
| "best_val_acc": 73.695, |
| "best_epoch": 9, |
| "final_train_acc": 81.76958975683888, |
| "final_train_loss": 2.0012222961859374, |
| "scale_accuracies": { |
| "256": 71.842, |
| "512": 73.69, |
| "768": 73.938, |
| "1024": 74.059 |
| }, |
| "architecture": { |
| "preset": "balanced", |
| "sharing_mode": "partial_shared", |
| "fusion_mode": "hierarchical_tree", |
| "scales": [ |
| 256, |
| 512, |
| 768, |
| 1024 |
| ], |
| "feature_dim": 512, |
| "num_classes": 1000, |
| "use_belly": true, |
| "belly_expand": 2.0 |
| }, |
| "training": { |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", |
| "model_variant": [ |
| "clip_vit_b32", |
| "clip_vit_laion_b32" |
| ], |
| "num_epochs": 10, |
| "batch_size": 1024, |
| "learning_rate": 0.01, |
| "rose_weight": "0.2\u21920.8", |
| "cayley_loss": true, |
| "optimizer": "AdamW", |
| "scheduler": "cosine_restarts" |
| }, |
| "files": { |
| "weights_safetensors": "weights/David-partial_shared-hierarchical_tree/20251012_191456/best_model_acc73.69.safetensors", |
| "weights_pytorch": "weights/David-partial_shared-hierarchical_tree/20251012_191456/best_model.pth", |
| "config": "weights/David-partial_shared-hierarchical_tree/20251012_191456/david_config.json", |
| "training_config": "weights/David-partial_shared-hierarchical_tree/20251012_191456/train_config.json", |
| "tensorboard": "runs/David-partial_shared-hierarchical_tree/20251012_191456/" |
| } |
| } |
