| { |
| "model_name": "David-decoupled-cantor_scale", |
| "run_id": "20251104_152832", |
| "timestamp": "2025-11-04T15:39:28.692091", |
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| "best_epoch": 4, |
| "final_train_acc": 82.7423747255432, |
| "final_train_loss": 1.913906869438711, |
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| "256": 71.268, |
| "512": 74.69, |
| "768": 75.028, |
| "1024": 75.528 |
| }, |
| "architecture": { |
| "preset": "clip_vit_b16_cantor", |
| "sharing_mode": "decoupled", |
| "fusion_mode": "cantor_scale", |
| "scales": [ |
| 256, |
| 512, |
| 768, |
| 1024 |
| ], |
| "feature_dim": 512, |
| "num_classes": 1000, |
| "use_belly": true, |
| "belly_expand": 2.0 |
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| "training": { |
| "dataset": "AbstractPhil/imagenet-clip-features-orderly", |
| "model_variant": "clip_vit_laion_b32", |
| "num_epochs": 5, |
| "batch_size": 512, |
| "learning_rate": 0.001, |
| "rose_weight": "0.1\u21920.5", |
| "cayley_loss": false, |
| "optimizer": "AdamW", |
| "scheduler": "cosine_restarts" |
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| "files": { |
| "weights_safetensors": "weights/David-decoupled-cantor_scale/20251104_152832/best_model_acc76.50.safetensors", |
| "weights_pytorch": "weights/David-decoupled-cantor_scale/20251104_152832/best_model.pth", |
| "config": "weights/David-decoupled-cantor_scale/20251104_152832/david_config.json", |
| "training_config": "weights/David-decoupled-cantor_scale/20251104_152832/train_config.json", |
| "tensorboard": "runs/David-decoupled-cantor_scale/20251104_152832/" |
| } |
| } |
