Update train_config.json - Run 20251012_210041
Browse files
weights/David-partial_shared-hierarchical_tree/20251012_210041/train_config.json
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{
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"name": "david_training",
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"run_id": "20251012_210041",
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"dataset_name": "AbstractPhil/imagenet-clip-features-orderly",
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"model_variant": [
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"clip_vit_b16",
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"clip_vit_laion_b32",
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"clip_vit_b32"
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],
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"num_classes": 1000,
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"preset": "balanced",
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"custom_config_path": null,
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"num_classes_override": null,
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"use_belly_override": null,
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"belly_expand_override": null,
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"progressive_training_override": true,
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"scale_warmup_epochs_override": {
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"256": 0,
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"512": 2,
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"768": 5,
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"1024": 8
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},
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"num_epochs": 10,
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"batch_size": 1024,
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"learning_rate": 0.01,
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"weight_decay": 1e-05,
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"warmup_epochs": 3,
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"use_rose_loss": true,
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"rose_initial_weight": 0.2,
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"rose_max_weight": 0.8,
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"rose_weight_schedule": "adaptive",
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"use_cayley_loss": false,
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"cayley_weight": 0.01,
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"scale_loss_balance": null,
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"use_mixed_precision": false,
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"gradient_clip": 10.0,
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"scheduler_type": "cosine_restarts",
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"min_lr": 1e-06,
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"freeze_strategy": "never",
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"freeze_threshold": 90.0,
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"unfreeze_on_plateau": true,
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"patience": 10,
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"track_gradients": true,
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"gradient_scale_threshold": 1e-05,
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"gradient_scale_multiplier": 10.0,
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"log_interval": 50,
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"val_interval": 1,
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"save_interval": 5,
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"log_fusion_weights": true,
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"log_loss_components": true,
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"save_format": "safetensors",
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"hf_repo": "AbstractPhil/david-shared-space",
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"upload_to_hub": true,
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"base_dir": "./david_training",
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"num_workers": 10,
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"pin_memory": true,
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"prefetch_factor": 4,
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"persistent_workers": true
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}
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