config.json

{
  "data": "folder:/workspace/data/ffhq",
  "size": 256,
  "n_samples": null,
  "batch_size": 32,
  "num_workers": 4,
  "val_samples": 8,
  "latent_dim": 256,
  "num_codes": 1024,
  "enc_channels": [
    128,
    128,
    256,
    256,
    256
  ],
  "dec_channels": [
    256,
    256,
    256,
    128,
    128
  ],
  "blocks_per_stage": 2,
  "commit_beta": 0.25,
  "ema_decay": 0.99,
  "loss": "random-local-patch",
  "sigmas": [
    1.0,
    2.5,
    5.0
  ],
  "num_pix": [
    4,
    16
  ],
  "num_proj": 8,
  "lr": 0.0002,
  "weight_decay": 0.0,
  "warmup_steps": 500,
  "grad_clip": 1.0,
  "steps": 30000,
  "out_dir": "/workspace/runs/ffhq_run1",
  "log_every": 100,
  "snapshot_every": 50,
  "checkpoint_every": 2000,
  "resume": null,
  "seed": 0,
  "device": null,
  "no_amp": false,
  "ema_model_decay": 0.999
}