| { |
| "model_name": "David-partial_shared-deep_efficiency", |
| "run_id": "20251012_161107", |
| "timestamp": "2025-10-12T16:29:09.744762", |
| "best_val_acc": 84.578, |
| "best_epoch": 4, |
| "final_train_acc": 90.7392244726878, |
| "final_train_loss": 0.8316704105740538, |
| "scale_accuracies": { |
| "384": 84.636, |
| "512": 84.67, |
| "768": 84.578, |
| "1024": 84.402, |
| "1280": 84.516, |
| "1536": 84.41, |
| "1792": 84.406, |
| "2048": 84.38 |
| }, |
| "architecture": { |
| "preset": "clip_vit_bigg14", |
| "sharing_mode": "partial_shared", |
| "fusion_mode": "deep_efficiency", |
| "scales": [ |
| 384, |
| 512, |
| 768, |
| 1024, |
| 1280, |
| 1536, |
| 1792, |
| 2048 |
| ], |
| "feature_dim": 1280, |
| "num_classes": 1000, |
| "use_belly": true, |
| "belly_expand": 2.0 |
| }, |
| "training": { |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", |
| "model_variant": "clip_vit_laion_bigg14", |
| "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-partial_shared-deep_efficiency/20251012_161107/best_model_acc84.58.safetensors", |
| "weights_pytorch": "weights/David-partial_shared-deep_efficiency/20251012_161107/best_model.pth", |
| "config": "weights/David-partial_shared-deep_efficiency/20251012_161107/david_config.json", |
| "training_config": "weights/David-partial_shared-deep_efficiency/20251012_161107/train_config.json", |
| "tensorboard": "runs/David-partial_shared-deep_efficiency/20251012_161107/" |
| } |
| } |