config.json

{
  "model_type": "unified_cell_classifier",
  "auto_map": {
    "AutoConfig": "configuration_unified_cell.UnifiedCellClassifierConfig",
    "AutoModel": "unified_cell_classifier.UnifiedCellClassifier"
  },
  "sub_classifier_names": [
    "B_cells_classifier",
    "CD4plus_T_cells_classifier", 
    "Myeloid_cells_classifier",
    "NK_cells_classifier",
    "TRAV1_2_CD8plus_T_cells_classifier",
    "gd_T_cells_classfier"
  ],
  "main_classifier_config": {
    "input_dim": 3072,
    "hidden_dims": [512, 256],
    "output_dim": 9,
    "dropout_rate": 0.2,
    "use_residual_in_hidden": true
  },
  "sub_classifiers_config": {
    "B_cells_classifier": {
      "input_dim": 3072,
      "hidden_dims": [3072, 1536, 768],
      "output_dim": 9,
      "dropout_rate": 0.2,
      "use_residual_in_hidden": true
    },
    "CD4plus_T_cells_classifier": {
      "input_dim": 3072,
      "hidden_dims": [3072, 1536, 768],
      "output_dim": 16,
      "dropout_rate": 0.2,
      "use_residual_in_hidden": true
    },
    "Myeloid_cells_classifier": {
      "input_dim": 3072,
      "hidden_dims": [3072, 1536, 768],
      "output_dim": 4,
      "dropout_rate": 0.2,
      "use_residual_in_hidden": true
    },
    "NK_cells_classifier": {
      "input_dim": 3072,
      "hidden_dims": [3072, 1536, 768],
      "output_dim": 6,
      "dropout_rate": 0.2,
      "use_residual_in_hidden": true
    },
    "TRAV1_2_CD8plus_T_cells_classifier": {
      "input_dim": 3072,
      "hidden_dims": [3072, 1536, 768],
      "output_dim": 12,
      "dropout_rate": 0.2,
      "use_residual_in_hidden": true
    },
    "gd_T_cells_classfier": {
      "input_dim": 3072,
      "hidden_dims": [3072, 1536, 768],
      "output_dim": 5,
      "dropout_rate": 0.2,
      "use_residual_in_hidden": true
    }
  }
}