Upload training config
Browse files- config.json +54 -0
config.json
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{
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"metadata": {
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"model_name": "SARM Progress Prediction",
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"description": "Stage-aware progress prediction model for robot manipulation tasks",
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"task": "clearing_food_from_table_into_fridge",
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"task_number": 25,
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"dataset": "IliaLarchenko/behavior_224_rgb",
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"version": "1.0",
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"author": "Your Name",
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"tags": ["robotics", "progress-estimation", "behavior-cloning"]
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},
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"model": {
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"d_model": 768,
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"n_heads": 12,
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"n_layers": 8,
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"d_mlp": 512,
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"num_stages": 100,
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"d_state": 256,
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"num_tasks": 50
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},
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"training": {
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"max_steps": 10000,
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"learning_rate": 1e-4,
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"weight_decay": 1e-4,
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"batch_size": 16,
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"gradient_accumulation_steps": 4,
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"max_grad_norm": 1.0,
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"scheduler": "cosine",
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"stage_loss_weight": 1.0,
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"progress_loss_weight": 1.0,
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"validation_steps": 100,
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"save_steps": 200
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},
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"data": {
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"max_sequence_length": 13,
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"image_size": 224,
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"num_workers": 10,
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"val_workers": 10,
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"val_samples": 500,
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"train_episodes": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
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21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
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41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
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61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
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81, 82, 83, 84, 85, 86, 87, 88, 89, 90],
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"val_episodes": [91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105],
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"seed": 42
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},
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"logging": {
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"project_name": "sarm-training",
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"run_name": null,
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"log_freq": 10,
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"checkpoint_dir": "checkpoints_sarm_25_2"
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}
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}
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