| { |
| "model_name": "David-decoupled-deep_efficiency", |
| "run_id": "20251012_221046", |
| "timestamp": "2025-10-12T22:34:10.959779", |
| "best_val_acc": 65.698, |
| "best_epoch": 4, |
| "final_train_acc": 64.19873443508926, |
| "final_train_loss": 3.580668337115215, |
| "scale_accuracies": { |
| "256": 65.698, |
| "512": 71.67266666666667, |
| "768": 73.10133333333333, |
| "1024": 73.18, |
| "1280": 72.18466666666667 |
| }, |
| "architecture": { |
| "preset": "high_accuracy", |
| "sharing_mode": "decoupled", |
| "fusion_mode": "deep_efficiency", |
| "scales": [ |
| 256, |
| 512, |
| 768, |
| 1024, |
| 1280 |
| ], |
| "feature_dim": 512, |
| "num_classes": 1000, |
| "use_belly": true, |
| "belly_expand": 2.5 |
| }, |
| "training": { |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", |
| "model_variant": [ |
| "clip_vit_b16", |
| "clip_vit_laion_b32", |
| "clip_vit_b32" |
| ], |
| "num_epochs": 10, |
| "batch_size": 1024, |
| "learning_rate": 0.01, |
| "rose_weight": "0.2\u21920.8", |
| "cayley_loss": false, |
| "optimizer": "AdamW", |
| "scheduler": "cosine_restarts" |
| }, |
| "files": { |
| "weights_safetensors": "weights/David-decoupled-deep_efficiency/20251012_221046/best_model_acc65.70.safetensors", |
| "weights_pytorch": "weights/David-decoupled-deep_efficiency/20251012_221046/best_model.pth", |
| "config": "weights/David-decoupled-deep_efficiency/20251012_221046/david_config.json", |
| "training_config": "weights/David-decoupled-deep_efficiency/20251012_221046/train_config.json", |
| "tensorboard": "runs/David-decoupled-deep_efficiency/20251012_221046/" |
| } |
| } |
