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{
    "job_type": "standard",
    "SERVER_CHECKPOINT": "pretrained_autoencoder.pt",
    "AGGREGATE_ONLY_REGEX": "^diffusion_model\\.",
    "GLOBAL_ROUNDS": 5,
    "LOCAL_ROUNDS": 60,
    "VALIDATE_EVERY": 20,
    "LR_START": 0.0001,
    "LR_END": 1e-06,
    "LR_DECAY_EPOCHS": 300,
    "GRAD_CLIP_NORM": 1.0,
    "VAL_SPLIT": 0.2,
    "BATCH_SIZE": 2,
    "SAVE_DEBUG_SAMPLES": true,
    "MODALITIES": [
        "FLAIR",
        "T1w",
        "T1Gd",
        "T2w"
    ],
    "LATENT_SCALE_FACTOR": 0.9289,
    "spatial_shape": [
        96,
        112,
        80
    ],
    "voxel_spacing": [
        2.0,
        2.0,
        2.0
    ],
    "net_config": {
        "spatial_dims": 3,
        "diffusion_model": {
            "in_channels": 8,
            "out_channels": 8,
            "with_conditioning": true,
            "cross_attention_dim": 4,
            "channels": [
                64,
                128,
                256
            ],
            "num_res_blocks": [
                2,
                2,
                2
            ],
            "attention_levels": [
                false,
                true,
                true
            ]
        }
    },
    "DATALOADER_WORKERS": 8
}