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Update metrics - Run 20251012_145649

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Files changed (1) hide show
  1. best_model.json +23 -19
best_model.json CHANGED
@@ -1,26 +1,30 @@
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  {
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- "model_name": "David-fully_shared-weighted_sum",
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- "run_id": "20251012_141246",
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- "timestamp": "2025-10-12T14:29:35.802355",
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- "best_val_acc": 71.726,
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- "best_epoch": 9,
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- "final_train_acc": 73.1782039343817,
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- "final_train_loss": 3.193320405940278,
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  "scale_accuracies": {
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- "256": 71.258,
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- "512": 71.69
 
 
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  },
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  "architecture": {
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- "preset": "small_fast",
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- "sharing_mode": "fully_shared",
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- "fusion_mode": "weighted_sum",
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  "scales": [
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  256,
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- 512
 
 
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  ],
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  "feature_dim": 512,
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  "num_classes": 1000,
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- "use_belly": false,
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  "belly_expand": 2.0
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  },
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  "training": {
@@ -35,10 +39,10 @@
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  "scheduler": "cosine_restarts"
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  },
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  "files": {
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- "weights_safetensors": "weights/David-fully_shared-weighted_sum/20251012_141246/best_model_acc71.73.safetensors",
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- "weights_pytorch": "weights/David-fully_shared-weighted_sum/20251012_141246/best_model.pth",
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- "config": "weights/David-fully_shared-weighted_sum/20251012_141246/david_config.json",
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- "training_config": "weights/David-fully_shared-weighted_sum/20251012_141246/train_config.json",
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- "tensorboard": "runs/David-fully_shared-weighted_sum/20251012_141246/"
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  }
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  }
 
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  {
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+ "model_name": "David-hierarchical-progressive",
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+ "run_id": "20251012_145649",
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+ "timestamp": "2025-10-12T14:58:46.236478",
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+ "best_val_acc": 72.328,
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+ "best_epoch": 0,
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+ "final_train_acc": 68.33870994179526,
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+ "final_train_loss": 3.9118613697850284,
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  "scale_accuracies": {
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+ "256": 65.922,
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+ "512": 70.014,
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+ "768": 71.312,
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+ "1024": 71.288
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  },
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  "architecture": {
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+ "preset": "hierarchical_refinement",
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+ "sharing_mode": "hierarchical",
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+ "fusion_mode": "progressive",
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  "scales": [
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  256,
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+ 512,
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+ 768,
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+ 1024
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  ],
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  "feature_dim": 512,
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  "num_classes": 1000,
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+ "use_belly": true,
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  "belly_expand": 2.0
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  },
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  "training": {
 
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  "scheduler": "cosine_restarts"
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  },
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  "files": {
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+ "weights_safetensors": "weights/David-hierarchical-progressive/20251012_145649/best_model_acc72.33.safetensors",
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+ "weights_pytorch": "weights/David-hierarchical-progressive/20251012_145649/best_model.pth",
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+ "config": "weights/David-hierarchical-progressive/20251012_145649/david_config.json",
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+ "training_config": "weights/David-hierarchical-progressive/20251012_145649/train_config.json",
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+ "tensorboard": "runs/David-hierarchical-progressive/20251012_145649/"
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  }
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  }