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igarss_2024_tutorial

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igarss_2024_tutorial
File size: 997 Bytes 
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{
  "network_input": [
    8,
    8,
    64
  ],
  "network_info": {
    "id": "conv_decoder",
    "noise_level": null,
    "layers": 7,
    "layer_filter_list": null,
    "layer_filters": null,
    "stages_per_layer": null,
    "activator": null,
    "downsample": null,
    "upsample": null,
    "bias": null,
    "pretrained": false
  },
  "training_options": {
    "optimizer": "adam",
    "optimizer_momentum": 0,
    "learning_rate": 0.01,
    "loss_validation": "mse",
    "loss_test": null,
    "scheduler": {
      "id": "none",
      "max_iterations": 50,
      "reduction_factor": 0.1,
      "patience": 10,
      "tolerance": 1e-06
    }
  },
  "logging_options": {
    "logger": "csv",
    "maximum_time": "00:00:40:00",
    "early_stopping_delta": 1e-06,
    "early_stopping_patience": 20,
    "tqdm_refresh_rate": 1
  },
  "dataloader_options": {
    "shuffle_train": false,
    "shuffle_validation": false,
    "num_workers": 8,
    "batch_size": 1,
    "interim_dump": false
  }
}