repro_singleseq_base.yaml

defaults:
- repro_base
- _self_
data_source_args:
  data_loader_map_provider_SequenceDataLoaderMapProvider_args:
    batch_size: 1
    dataset_length_train: 1000
    dataset_length_val: 1
    num_workers: 8
  dataset_map_provider_JsonIndexDatasetMapProvider_args:
    assert_single_seq: true
    n_frames_per_sequence: -1
    test_restrict_sequence_id: 0
    test_on_train: false
generic_model_args:
  render_image_height: 800
  render_image_width: 800
  log_vars:
  - loss_rgb_psnr_fg
  - loss_rgb_psnr
  - loss_eikonal
  - loss_prev_stage_rgb_psnr
  - loss_mask_bce
  - loss_prev_stage_mask_bce
  - loss_rgb_mse
  - loss_prev_stage_rgb_mse
  - loss_depth_abs
  - loss_depth_abs_fg
  - loss_kl
  - loss_mask_neg_iou
  - objective
  - epoch
  - sec/it
solver_args:
  lr: 0.0005
  max_epochs: 400
  milestones:
  - 200
  - 300