gated-david / best_model.json
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Update metrics - Run 20251012_161107
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{
"model_name": "David-partial_shared-deep_efficiency",
"run_id": "20251012_161107",
"timestamp": "2025-10-12T16:29:09.744762",
"best_val_acc": 84.578,
"best_epoch": 4,
"final_train_acc": 90.7392244726878,
"final_train_loss": 0.8316704105740538,
"scale_accuracies": {
"384": 84.636,
"512": 84.67,
"768": 84.578,
"1024": 84.402,
"1280": 84.516,
"1536": 84.41,
"1792": 84.406,
"2048": 84.38
},
"architecture": {
"preset": "clip_vit_bigg14",
"sharing_mode": "partial_shared",
"fusion_mode": "deep_efficiency",
"scales": [
384,
512,
768,
1024,
1280,
1536,
1792,
2048
],
"feature_dim": 1280,
"num_classes": 1000,
"use_belly": true,
"belly_expand": 2.0
},
"training": {
"dataset": "AbstractPhil/imagenet-clip-features-orderly",
"model_variant": "clip_vit_laion_bigg14",
"num_epochs": 10,
"batch_size": 1024,
"learning_rate": 0.001,
"rose_weight": "0.1\u21920.5",
"cayley_loss": false,
"optimizer": "AdamW",
"scheduler": "cosine_restarts"
},
"files": {
"weights_safetensors": "weights/David-partial_shared-deep_efficiency/20251012_161107/best_model_acc84.58.safetensors",
"weights_pytorch": "weights/David-partial_shared-deep_efficiency/20251012_161107/best_model.pth",
"config": "weights/David-partial_shared-deep_efficiency/20251012_161107/david_config.json",
"training_config": "weights/David-partial_shared-deep_efficiency/20251012_161107/train_config.json",
"tensorboard": "runs/David-partial_shared-deep_efficiency/20251012_161107/"
}
}