{
  "model_type": "ConvLSTMAutoencoder",
  "architecture": "ConvLSTM Autoencoder",
  "seq_len": 50,
  "input_channels": 1,
  "encoder_hidden_dim": 256,
  "encoder_layers": 2,
  "decoder_hidden_dim": 128,
  "decoder_layers": 2,
  "latent_size": 1024,
  "use_classifier": false,
  "num_classes": 2,
  "use_latent_split": false,
  "image_size": 128,
  "dropout_rate": 0.1,
  "use_convlstm": true,
  "use_residual": true,
  "use_batchnorm": true,
  "loss_type": "mse",
  "ms_ssim_weight": 1.0,
  "rec_weight": 0.0,
  "temporal_weight": 0.05,
  "loss_description": "MS-SSIM(1.0) + Temporal(0.05)",
  "learning_rate": 0.0002,
  "weight_decay": 1e-05,
  "optimizer": "Adam",
  "scheduler": "CosineAnnealingLR",
  "batch_size": 1,
  "epochs": 10,
  "gradient_clip": 5.0,
  "dataset": "https://zenodo.org/records/7912264",
  "resize": 128,
  "normalization": "minmax01",
  "date": "2026-05-21"
}