| { | |
| "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" | |
| } |