| { |
| "model_name": "David-partial_shared-deep_efficiency", |
| "run_id": "20251012_040642", |
| "timestamp": "2025-10-12T04:09:09.631645", |
| "best_val_acc": 79.488, |
| "best_epoch": 0, |
| "final_train_acc": 67.09624896676233, |
| "final_train_loss": 2.461788513409063, |
| "scale_accuracies": { |
| "384": 79.488 |
| }, |
| "architecture": { |
| "preset": "clip_vit_l14", |
| "sharing_mode": "partial_shared", |
| "fusion_mode": "deep_efficiency", |
| "scales": [ |
| 384, |
| 768, |
| 1024, |
| 1280 |
| ], |
| "feature_dim": 768, |
| "num_classes": 1000, |
| "use_belly": true, |
| "belly_expand": 2.0 |
| }, |
| "training": { |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", |
| "model_variant": "clip_vit_l14", |
| "num_epochs": 20, |
| "batch_size": 1024, |
| "learning_rate": 0.01, |
| "rose_weight": "0.1\u21920.5", |
| "cayley_loss": false, |
| "optimizer": "AdamW", |
| "scheduler": "cosine_restarts" |
| }, |
| "files": { |
| "weights_pytorch": "weights/best_model.pth", |
| "weights_safetensors": "weights/best_model.safetensors", |
| "config": "weights/david_config.json", |
| "training_config": "weights/train_config.json", |
| "tensorboard": "runs/" |
| } |
| } |
