| { | |
| "job_type": "standard", | |
| "GLOBAL_ROUNDS": 5, | |
| "LOCAL_ROUNDS": 25, | |
| "LR_G": 0.0001, | |
| "LR_D": 0.0001, | |
| "VAL_SPLIT": 0.2, | |
| "BATCH_SIZE": 2, | |
| "SAVE_DEBUG_SAMPLES": false, | |
| "DEBUG_SAMPLES_MAX": 8, | |
| "DEBUG_PLOT_EVERY": 100, | |
| "MODALITIES": [ | |
| "FLAIR", | |
| "T1w", | |
| "T1Gd", | |
| "T2w" | |
| ], | |
| "w_reconstruction_loss": 1.0, | |
| "w_perceptual_loss": 1.0, | |
| "w_gan_loss": 0.1, | |
| "w_kl_loss": 1e-08, | |
| "spatial_shape": [ | |
| 96, | |
| 112, | |
| 80 | |
| ], | |
| "voxel_spacing": [ | |
| 2.0, | |
| 2.0, | |
| 2.0 | |
| ], | |
| "net_config": { | |
| "spatial_dims": 3, | |
| "stage_1": { | |
| "in_channels": 1, | |
| "spatial_dims": 3, | |
| "out_channels": 1, | |
| "num_res_blocks": [ | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "channels": [ | |
| 64, | |
| 128, | |
| 256 | |
| ], | |
| "attention_levels": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "latent_channels": 8, | |
| "norm_num_groups": 32, | |
| "norm_eps": 1e-06, | |
| "with_encoder_nonlocal_attn": false, | |
| "with_decoder_nonlocal_attn": false | |
| }, | |
| "discriminator": { | |
| "spatial_dims": 3, | |
| "num_layers_d": 4, | |
| "channels": 32, | |
| "in_channels": 1, | |
| "out_channels": 1 | |
| } | |
| }, | |
| "LR_END": 1e-05, | |
| "DATALOADER_WORKERS": 8 | |
| } | |