https://github.com/facebookresearch/c3dpo_nrsfm
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Tip revision: aa558fd0cc10a704706a6c9704b221f7a42f5f80 authored by dnovotny on 19 October 2019, 16:09:30 UTC
removed todo
Tip revision: aa558fd
h36m_hourglass.yaml
!!python/object/new:tools.attr_dict.AttrDict
dictitems:
  DATASET: !!python/object/new:tools.attr_dict.AttrDict
    dictitems:
      TEST: !!python/object/new:tools.attr_dict.AttrDict
        dictitems:
          limit_to: -1
          rand_sample: -1
      TRAIN: !!python/object/new:tools.attr_dict.AttrDict
        dictitems:
          limit_to: -1
          rand_sample: 1249280
      VAL: !!python/object/new:tools.attr_dict.AttrDict
        dictitems:
          limit_to: -1
          rand_sample: -1
      dataset_name: h36m_hourglass
      force_download: false
      sets_to_load: !!python/tuple
      - train
      - val
  MODEL: !!python/object/new:tools.attr_dict.AttrDict
    dictitems:
      argmin_translation: false
      camera_scale: false
      camera_translation: false
      camera_xy_translation: false
      canonicalization: !!python/object/new:tools.attr_dict.AttrDict
        dictitems:
          n_fully_connected: 1024
          n_layers: 6
          n_rand_samples: 4
          rot_angle: 3.141592653589793
          use: true
      connectivity_setup: h36m
      depth_offset: 0.0
      huber_scaling: 0.01
      independent_phi_for_aug: true
      keypoint_norm_type: to_mean
      keypoint_rescale: 1.0
      log_vars:
      - objective
      - dist_reprojection
      - l_reprojection
      - l_canonicalization
      loss_weights: !!python/object/new:tools.attr_dict.AttrDict
        dictitems:
          l_canonicalization: 1.0
          l_reprojection: 1.0
      n_fully_connected: 1024
      n_keypoints: 17
      n_layers: 6
      perspective_depth_threshold: 0.1
      projection_type: orthographic
      replace_keypoints_with_input: true
      reprojection_normalization: kp_total_count
      root_joint: 0
      shape_basis_size: 10
      weight_init_std: 0.01
      z_augment: true
      z_augment_rot_angle: 0.3925
      z_equivariance: true
      z_equivariance_rot_angle: 0.3925
  SOLVER: !!python/object/new:tools.attr_dict.AttrDict
    dictitems:
      PARAM_GROUPS: !!python/tuple []
      betas: !!python/tuple
      - 0.9
      - 0.999
      breed: sgd
      freeze_bn: false
      gamma: 0.1
      lr: 0.001
      lr_policy: multistep
      max_epochs: 90
      milestones:
      - 60
      - 80
      momentum: 0.9
      weight_decay: 0.0005
  batch_size: 1024
  cfg_file: null
  exp_dir: ./data/exps/c3dpo/h36m_hourglass
  exp_idx: 0
  exp_name: h36m_hourglass
  gpu_idx: 0
  metric_print_interval: 5
  model_zoo: ./data/torch_zoo/
  num_workers: 8
  resume: true
  resume_epoch: -1
  seed: 0
  store_checkpoints: true
  store_checkpoints_purge: 3
  visdom_env: h36m_hourglass
  visdom_port: 8097
  visdom_server: http://localhost
  visualize_interval: 300
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