| { | |
| "model_name": "David-hierarchical-progressive", | |
| "run_id": "20251012_145649", | |
| "timestamp": "2025-10-12T15:11:05.426666", | |
| "best_val_acc": 76.812, | |
| "best_epoch": 7, | |
| "final_train_acc": 88.98340341266986, | |
| "final_train_loss": 1.5605441822221104, | |
| "scale_accuracies": { | |
| "256": 70.048, | |
| "512": 74.262, | |
| "768": 75.674, | |
| "1024": 75.564 | |
| }, | |
| "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_acc76.81.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/" | |
| } | |
| } |