| { | |
| "model_name": "David-decoupled-deep_efficiency", | |
| "run_id": "20251013_004438", | |
| "timestamp": "2025-10-13T01:33:26.455926", | |
| "best_val_acc": 62.938, | |
| "best_epoch": 9, | |
| "final_train_acc": 61.07410925611831, | |
| "final_train_loss": 3.4686684005744417, | |
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| "128": 62.938, | |
| "256": 71.08266666666667, | |
| "384": 73.44466666666666, | |
| "448": 74.28533333333333, | |
| "512": 74.61, | |
| "576": 75.04333333333334, | |
| "640": 75.17533333333333, | |
| "768": 75.57533333333333, | |
| "896": 75.904 | |
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| "architecture": { | |
| "preset": "gated_expert_team", | |
| "sharing_mode": "decoupled", | |
| "fusion_mode": "deep_efficiency", | |
| "scales": [ | |
| 128, | |
| 256, | |
| 384, | |
| 448, | |
| 512, | |
| 576, | |
| 640, | |
| 768, | |
| 896 | |
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| "feature_dim": 512, | |
| "num_classes": 1000, | |
| "use_belly": true, | |
| "belly_expand": 4 | |
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| "training": { | |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", | |
| "model_variant": [ | |
| "clip_vit_b16", | |
| "clip_vit_laion_b32", | |
| "clip_vit_b32" | |
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| "num_epochs": 10, | |
| "batch_size": 1024, | |
| "learning_rate": 0.01, | |
| "rose_weight": "0.1\u21920.8", | |
| "cayley_loss": false, | |
| "optimizer": "AdamW", | |
| "scheduler": "cosine_restarts" | |
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| "files": { | |
| "weights_safetensors": "weights/David-decoupled-deep_efficiency/20251013_004438/best_model_acc62.94.safetensors", | |
| "weights_pytorch": "weights/David-decoupled-deep_efficiency/20251013_004438/best_model.pth", | |
| "config": "weights/David-decoupled-deep_efficiency/20251013_004438/david_config.json", | |
| "training_config": "weights/David-decoupled-deep_efficiency/20251013_004438/train_config.json", | |
| "tensorboard": "runs/David-decoupled-deep_efficiency/20251013_004438/" | |
| } | |
| } |