mmf/projects/neural_rendering/configs/synsin_habitat/mp3d_defaults.yaml [1:43]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
model_config:
  mesh_renderer:
    rendering:
      z_background: 2.269476765638435  # SynSin Matterport3D mean depth
      background_color: [0.52187616, 0.5030769, 0.47262293]  # SynSin Matterport3D mean RGB

optimizer:
  type: adam_w  # HuggingFace transformer's AdamW
  params:
    lr: 1e-4
    eps: 1e-8
    weight_decay: 1e-5

scheduler:
  type: multi_step
  params:
    use_warmup: true
    lr_steps:
    - 40000
    - 45000
    lr_ratio: 0.2
    warmup_iterations: 500
    warmup_factor: 0.25

training:
  num_workers: 2
  clip_norm_mode: all
  clip_gradients: true
  max_grad_l2_norm: 5
  lr_scheduler: true
  max_updates: 50000
  checkpoint_interval: 10000
  evaluation_interval: 10000
  log_interval: 20
  batch_size: 64
  early_stop:
    enabled: false
    criteria: synsin_habitat/no_grad_PSNR_Vis
    minimize: false
  stdout_capture: false
  find_unused_parameters: true
  log_format: json
  tensorboard: false
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



projects/neural_rendering/configs/synsin_habitat/mp3d_defaults.yaml [1:43]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
model_config:
  mesh_renderer:
    rendering:
      z_background: 2.269476765638435  # SynSin Matterport3D mean depth
      background_color: [0.52187616, 0.5030769, 0.47262293]  # SynSin Matterport3D mean RGB

optimizer:
  type: adam_w  # HuggingFace transformer's AdamW
  params:
    lr: 1e-4
    eps: 1e-8
    weight_decay: 1e-5

scheduler:
  type: multi_step
  params:
    use_warmup: true
    lr_steps:
    - 40000
    - 45000
    lr_ratio: 0.2
    warmup_iterations: 500
    warmup_factor: 0.25

training:
  num_workers: 2
  clip_norm_mode: all
  clip_gradients: true
  max_grad_l2_norm: 5
  lr_scheduler: true
  max_updates: 50000
  checkpoint_interval: 10000
  evaluation_interval: 10000
  log_interval: 20
  batch_size: 64
  early_stop:
    enabled: false
    criteria: synsin_habitat/no_grad_PSNR_Vis
    minimize: false
  stdout_capture: false
  find_unused_parameters: true
  log_format: json
  tensorboard: false
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



