| { |
| "model_name": "David-hierarchical-progressive", |
| "run_id": "20251012_145649", |
| "timestamp": "2025-10-12T15:12:51.543853", |
| "best_val_acc": 76.862, |
| "best_epoch": 8, |
| "final_train_acc": 90.4128813808036, |
| "final_train_loss": 1.4593032695614874, |
| "scale_accuracies": { |
| "256": 70.244, |
| "512": 74.392, |
| "768": 75.64, |
| "1024": 75.514 |
| }, |
| "architecture": { |
| "preset": "hierarchical_refinement", |
| "sharing_mode": "hierarchical", |
| "fusion_mode": "progressive", |
| "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_laion_b32", |
| "num_epochs": 10, |
| "batch_size": 1024, |
| "learning_rate": 0.001, |
| "rose_weight": "0.1\u21920.5", |
| "cayley_loss": false, |
| "optimizer": "AdamW", |
| "scheduler": "cosine_restarts" |
| }, |
| "files": { |
| "weights_safetensors": "weights/David-hierarchical-progressive/20251012_145649/best_model_acc76.86.safetensors", |
| "weights_pytorch": "weights/David-hierarchical-progressive/20251012_145649/best_model.pth", |
| "config": "weights/David-hierarchical-progressive/20251012_145649/david_config.json", |
| "training_config": "weights/David-hierarchical-progressive/20251012_145649/train_config.json", |
| "tensorboard": "runs/David-hierarchical-progressive/20251012_145649/" |
| } |
| } |
