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sigpt_small_v1

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sigpt_small_v1
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{
  "step": 99999,
  "metrics": {
    "train/loss": 0.32741448283195496,
    "train/step": 99999
  },
  "config": {
    "model": {
      "sig_dim": "8",
      "sig_level": "3",
      "patch_len": "16",
      "num_patch": "128",
      "num_layers": "6",
      "num_heads": "8",
      "mlp_scale": "4",
      "use_bias": "True",
      "input_dim": "1",
      "is_cross_attn": "False",
      "encoder_input_dim": "2",
      "encoder_patch_len": "16"
    },
    "training": {
      "batch_size": "128",
      "lr": "5e-05",
      "seed": "0",
      "num_iters": "100000",
      "lr_schedule": "cosine",
      "lr_warmup_steps": "1000",
      "lr_alpha": "0.04",
      "debug": "False",
      "adam_beta1": "0.9",
      "adam_beta2": "0.95",
      "adam_epsilon": "1e-08",
      "weight_decay": "0.0",
      "weight_decay_modules": ".*attn.*weight|.*mlp.*weight|.*sig.*weight|",
      "max_grad_norm": "1.0",
      "use_wandb": "True",
      "wandb_project": "sigpt",
      "wandb_name": "small",
      "wandb_log_freq": "1",
      "wandb_save_code": "True",
      "checkpoint_dir": "./checkpoints",
      "checkpoint_freq": "1000",
      "checkpoint_keep_n": "1"
    },
    "data": {
      "name": "UTSD",
      "root_path": "data/Nature"
    }
  }
}