| { |
| "model_name": "David-partial_shared-deep_efficiency", |
| "run_id": "20251012_050214", |
| "timestamp": "2025-10-12T05:13:59.175197", |
| "best_val_acc": 81.822, |
| "best_epoch": 4, |
| "final_train_acc": 86.36602410146375, |
| "final_train_loss": 1.0258592879429411, |
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| "256": 81.822, |
| "512": 81.94, |
| "768": 81.974, |
| "1024": 81.794, |
| "1280": 81.448 |
| }, |
| "architecture": { |
| "preset": "clip_vit_l14_deep", |
| "sharing_mode": "partial_shared", |
| "fusion_mode": "deep_efficiency", |
| "scales": [ |
| 256, |
| 512, |
| 768, |
| 1024, |
| 1280, |
| 1536, |
| 1792, |
| 2048, |
| 2304, |
| 2560 |
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| "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": 10, |
| "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/" |
| } |
| } |
