{
  "command": "finetune",
  "workspace": "/",
  "cache_root": "/workspace/data_cache",
  "output_dir": "/workspace/outputs_v2",
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    "pretrained_head_lr": 0.001,
    "weight_decay": 0.001,
    "label_smoothing": 0.05,
    "time_shift_samples": 10,
    "gaussian_noise_sd": 0.03,
    "channel_dropout_probability": 0.1,
    "time_mask_probability": 0.25,
    "num_workers": 0,
    "amp": true,
    "device": "cuda"
  },
  "ssl": {
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    "steps": 20000,
    "validate_every": 500,
    "warmup_steps": 1000,
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    "gradient_clip": 1.0,
    "invariance_weight": 25.0,
    "variance_weight": 25.0,
    "covariance_weight": 1.0,
    "adversarial_max_weight": 0.1,
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    "amp": true,
    "device": "cuda"
  }
}