checkpoints/uqdm-tiny/config.json

{
  "restore_ckpt": "checkpoint.pt",
  "model": {
    "n_timesteps": 4,
    "prior_type": "logistic",
    "learned_prior_scale": true,
    "base_prior_scale": "forward_kernel",
    "noise_schedule": "learned_linear",
    "fix_gamma_max": true,
    "gamma_min": -12.3,
    "gamma_max": 6.0,
    "attention_everywhere": false,
    "use_fourier_features": true,
    "ema_rate": 0.9999,
    "n_attention_heads": 1,
    "n_channels": 3,
    "vocab_size": 256,
    "embedding_dim": 32,
    "n_blocks": 1,
    "norm_groups": 8,
    "dropout_prob": 0.0
  },
  "training": {
    "n_steps": 500000,
    "log_metrics_every_steps": 1000,
    "checkpoint_every_steps": 10000,
    "eval_every_steps": 10000,
    "eval_steps_to_run": 50
  },
  "optim": {
    "weight_decay": 0,
    "beta1": 0.9,
    "eps": 1e-08,
    "warmup": 1000,
    "lr": 0.0002,
    "grad_clip_norm": 1.0
  },
  "data": {
    "shuffle": false,
    "pin_memory": true,
    "batch_size": 2,
    "num_workers": 1,
    "data_spec": "imagenet"
  }
}