GeometryForcing/configurations/dataset_experiment/realestate10k_ood_video_generation.yaml

# @package _global_

# When the (dataset, experiment) pair aligns with the file name of this yaml, 
# the values here will override individual yamls files for dataset, algorithm and experiment.
# useful for dataset-specific overrides

algorithm:
  lr_scheduler:
    name: constant_with_warmup
    num_warmup_steps: 10000
    num_training_steps: 550000
  weight_decay: 0.01
  compile: true_without_ddp_optimizer
  diffusion:
    loss_weighting:
      strategy: sigmoid
      sigmoid_bias: -1.0
    training_schedule:
      name: cosine
      shift: 0.125
    beta_schedule: cosine_simple_diffusion
    schedule_fn_kwargs:
      shifted: 0.125
      interpolated: False
  logging:
    max_num_videos: 256
    metrics: [lpips, ssim, psnr]
  backbone:
    channels: [128, 256, 576, 1152]
    num_updown_blocks: [3, 3, 6]
    num_mid_blocks: 20
    num_heads: 9
    use_checkpointing: [false, false, false, true]


  
experiment:
  tasks: [validation]
  validation:
    batch_size: 8
    data:
      num_workers: 0
  test:
    batch_size: 8
    data:
      num_workers: 0