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semantic-diffusion-echo-dehazing

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semantic-diffusion-echo-dehazing
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{
    "module": "zea.models.diffusion",
    "class_name": "DiffusionModel",
    "config": {
        "name": "diffusion_model",
        "trainable": true,
        "dtype": {
            "module": "keras",
            "class_name": "DTypePolicy",
            "config": {
                "name": "float32"
            },
            "registered_name": null
        },
        "input_shape": [
            256,
            256,
            1
        ],
        "input_range": [
            -1,
            1
        ],
        "min_signal_rate": 0.02,
        "max_signal_rate": 0.95,
        "network_name": "unet_time_conditional",
        "network_kwargs": {
            "block_depth": 2,
            "widths": [32, 64, 96, 128]
        }
    },
    "registered_name": "DiffusionModel",
    "build_config": {
        "input_shape": [
            [
                1,
                256,
                256,
                1
            ],
            [
                1,
                1,
                1,
                1
            ]
        ]
    },
    "compile_config": {
        "optimizer": {
            "module": "keras.optimizers",
            "class_name": "AdamW",
            "config": {
                "name": "adamw",
                "learning_rate": 9.999999747378752e-06,
                "weight_decay": 1e-05,
                "clipnorm": null,
                "global_clipnorm": null,
                "clipvalue": null,
                "use_ema": false,
                "ema_momentum": 0.99,
                "ema_overwrite_frequency": null,
                "loss_scale_factor": null,
                "gradient_accumulation_steps": null,
                "beta_1": 0.9,
                "beta_2": 0.999,
                "epsilon": 1e-07,
                "amsgrad": false
            },
            "registered_name": null
        },
        "loss": {
            "module": "keras.losses",
            "class_name": "MeanSquaredError",
            "config": {
                "name": "mean_squared_error",
                "reduction": "sum_over_batch_size"
            },
            "registered_name": null
        },
        "loss_weights": null,
        "metrics": null,
        "weighted_metrics": null,
        "run_eagerly": false,
        "steps_per_execution": 1,
        "jit_compile": true
    }
}