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lagos2duplex

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lagos2duplex
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{
  "model": {
    "input_nc": 3,
    "output_nc": 3,
    "ngf": 64,
    "ndf": 64,
    "netG": "resnet_9blocks",
    "netD": "basic",
    "n_layers_D": 3,
    "norm": "instance",
    "use_dropout": false,
    "init_type": "normal",
    "init_gain": 0.02
  },
  "training": {
    "num_epochs": 200,
    "batch_size": 1,
    "learning_rate": 0.0002,
    "beta1": 0.5,
    "beta2": 0.999,
    "lambda_cycle": 10.0,
    "lambda_identity": 0.5,
    "lambda_perceptual": 0.1,
    "gan_mode": "lsgan",
    "cycle_loss_type": "l1",
    "identity_loss_type": "l1",
    "lr_policy": "linear",
    "lr_decay_iters": 50,
    "n_epochs_decay": 100,
    "pool_size": 50,
    "max_grad_norm": null
  },
  "data": {
    "data_path": "data_processed",
    "image_size": 256,
    "num_workers": 4,
    "pin_memory": true,
    "augmentations": true,
    "paired": false
  },
  "logging": {
    "save_epoch_freq": 20,
    "save_latest_freq": 5000,
    "print_freq": 100,
    "display_freq": 400,
    "use_wandb": true,
    "wandb_project": "lagosgan-lagos2duplex",
    "wandb_run_name": null,
    "use_tensorboard": false,
    "num_test_samples": 4,
    "eval_fid_freq": 10
  },
  "paths": {
    "project_root": "/Users/mac/Lagos-GAN",
    "checkpoints_dir": "./checkpoints/lagos2duplex",
    "results_dir": "/Users/mac/Lagos-GAN/results/lagos2duplex",
    "logs_dir": "/Users/mac/Lagos-GAN/logs/lagos2duplex",
    "resume_checkpoint": null
  },
  "system": {
    "device": "cuda",
    "gpu_ids": [
      0
    ],
    "mixed_precision": false,
    "compile_model": false,
    "seed": 42,
    "deterministic": false
  }
}