generator_config.json

{
    "save_dir": "keras/snowgan/core/",
    "checkpoint": "keras/snowgan/core/generator.weights.h5",
    "dataset": "rmdig/rocky_mountain_snowpack",
    "datatype": "magnified_profile",
    "architecture": "generator",
    "resolution": [
        1024,
        1024
    ],
    "channels": 3,
    "depth": 1,
    "images": null,
    "trained_pool": [
        [
            2,
            1,
            3
        ],
        [
            2,
            1,
            2
        ],
        [
            1,
            1,
            2
        ],
        [
            2,
            1,
            5
        ],
        [
            2,
            1,
            8
        ],
        [
            2,
            1,
            1
        ],
        [
            2,
            1,
            7
        ],
        [
            2,
            1,
            4
        ],
        [
            1,
            1,
            3
        ],
        [
            1,
            1,
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        ]
    ],
    "validation_pool": [
        [
            0,
            1,
            1
        ]
    ],
    "test_pool": [
        [
            1,
            1,
            1
        ],
        [
            2,
            1,
            6
        ]
    ],
    "model_history": null,
    "n_samples": 10,
    "epochs": 1000,
    "current_epoch": 0,
    "batch_size": 4,
    "training_steps": 3,
    "learning_rate": 0.0001,
    "beta_1": 0.5,
    "beta_2": 0.9,
    "negative_slope": 0.25,
    "lambda_gp": 10.0,
    "latent_dim": 100,
    "convolution_depth": 5,
    "filter_counts": [
        1024,
        512,
        256,
        128,
        64
    ],
    "kernel_size": [
        3,
        3
    ],
    "kernel_stride": [
        2,
        2
    ],
    "batch_norm": false,
    "final_activation": "tanh",
    "zero_padding": null,
    "padding": "same",
    "optimizer": "adam",
    "loss": null,
    "train_ind": 212,
    "trained_data": [],
    "seen_profiles": [],
    "rebuild": false,
    "fade": false,
    "fade_steps": 50000,
    "fade_step": 130000,
    "cleanup_milestone": 1000,
    "spectral_norm": false,
    "augment": true,
    "lr_decay": "cosine",
    "lr_min": 1e-07,
    "ema_decay": 0.999,
    "fid_interval": 5000,
    "multiscale_disc": true,
    "grad_clip_norm": 1.0,
    "ada_target": 0.6,
    "adaptive_steps": false,
    "seed": 42,
    "modality": "core",
    "sample_epoch_interval": 1,
    "sample_batch_interval": 10
}