david-shared-space / best_model.json
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Update metrics - Run 20251013_004438
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{
"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,
"scale_accuracies": {
"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
},
"architecture": {
"preset": "gated_expert_team",
"sharing_mode": "decoupled",
"fusion_mode": "deep_efficiency",
"scales": [
128,
256,
384,
448,
512,
576,
640,
768,
896
],
"feature_dim": 512,
"num_classes": 1000,
"use_belly": true,
"belly_expand": 4
},
"training": {
"dataset": "AbstractPhil/imagenet-clip-features-orderly",
"model_variant": [
"clip_vit_b16",
"clip_vit_laion_b32",
"clip_vit_b32"
],
"num_epochs": 10,
"batch_size": 1024,
"learning_rate": 0.01,
"rose_weight": "0.1\u21920.8",
"cayley_loss": false,
"optimizer": "AdamW",
"scheduler": "cosine_restarts"
},
"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/"
}
}