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{
    "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": 3,
            "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
}