ORCA-DL/model_config.json at main · OpenEarthLab/ORCA-DL · GitHub

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{
  "architectures": [
    "ORCADLModel"
  ],
  "attn_drop": 0.0,
  "drop_path_rate": 0.2,
  "drop_rate": 0.0,
  "embed_dim": 96,
  "enc_depths": [
    2,
    2,
    2
  ],
  "enc_heads": [
    3,
    6,
    12
  ],
  "atmo_dims": 2,
  "atmo_embed_dims": 64,
  "hidden_act": "gelu",
  "in_chans": [
    16,
    16,
    1,
    16,
    16,
    1
  ],
  "in_steps": 1,
  "input_shape": [
    128,
    360
  ],
  "is_moe": true,
  "is_moe_decoder": true,
  "is_moe_encoder": true,
  "is_moe_atmo": false,
  "lat_space": [
    -63.5,
    63.5,
    128
  ],
  "layer_norm_eps": 1e-05,
  "lg_depths": [
    2,
    2
  ],
  "lg_heads": [
    12,
    12
  ],
  "lg_hidden_dim": 1152,
  "lon_space": [
    0.5,
    359.5,
    360
  ],
  "loss_type": "rmse",
  "mask_patch_size": [
    8,
    12
  ],
  "mask_ratio": 0.8,
  "max_t": 6,
  "mlp_ratio": 4.0,
  "out_chans": [
    16,
    16,
    1,
    16,
    16,
    1
  ],
  "patch_norm": true,
  "patch_size": [
    2,
    3
  ],
  "predict_time_steps": 1,
  "qk_scale": null,
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.28.1",
  "use_absolute_embeddings": true,
  "use_land_mask": true,
  "use_mask_token": false,
  "var_index": [
    0,
    1,
    0,
    2,
    3,
    1
  ],
  "var_list": [
    "so",
    "thetao",
    "tos",
    "uo",
    "vo",
    "zos"
  ],
  "window_size": [
    8,
    15
  ]
}