config.json

{
  "architectures": [
    "EfficientNetB0"
  ],
  "model_type": "EfficientNetB0",
"num_labels": 7,
  "hidden_size": 300,
  "num_attention_heads": 1,
  "num_hidden_layers": 2,
  "intermediate_size": 1200,
  "hidden_act": "relu",
  "hidden_dropout_prob": 0.2,
  "attention_probs_dropout_prob": 0.2,
  "initializer_range": 0.02,
  "layer_norm_eps": 1e-12,
  "image_size": 128,
  "num_channels": 3,
  "rescale": 0.00392156863,
  "shear_range": 0.2,
  "zoom_range": 0.2,
  "horizontal_flip": true,
  "batch_size": 64,
  "learning_rate": 0.001,
  "loss": "categorical_crossentropy",
  "metrics": ["accuracy"],
  "callbacks": [
    {
      "type": "EarlyStopping",
      "params": {
        "monitor": "val_loss",
        "mode": "min",
        "patience": 5,
        "verbose": 1
      }
    },
    {
      "type": "ModelCheckpoint",
      "params": {
        "filepath": "./best_model_EB0_7_classification.h5",
        "monitor": "val_loss",
        "mode": "min",
        "verbose": 1,
        "save_best_only": true
      }
    }
  ],
  "label2id": {
    "celeba": 0,
    "celeba_hq": 1,
    "deepfakes": 2,
    "face2face": 3,
    "faceswap": 4,
    "neuraltextures": 5,
    "youtube": 6
  },
  "id2label": {
    "0": "celeba",
    "1": "celeba_hq",
    "2": "deepfakes",
    "3": "face2face",
    "4": "faceswap",
    "5": "neuraltextures",
    "6": "youtube"
  }
}