| # General | |
| finetune: False | |
| partial_train: null | |
| train_pw3d: False | |
| warmup_h36m: 100 | |
| # Traning | |
| epochs: 100 | |
| checkpoint_frequency: 20 | |
| batch_size: 128 | |
| batch_size_img: 512 | |
| dropout: 0.1 | |
| dropout_loc: 1 | |
| lr_backbone: 0.0001 | |
| lr_head: 0.0001 | |
| weight_decay: 0.01 | |
| lr_decay: 0.98 | |
| # Model | |
| maxlen: 243 | |
| dim_feat: 512 | |
| mlp_ratio: 2 | |
| depth: 5 | |
| dim_rep: 512 | |
| num_heads: 8 | |
| att_fuse: True | |
| hidden_dim: 1024 | |
| # Data | |
| data_root: data/mesh | |
| dt_file_h36m: mesh_det_h36m.pkl | |
| clip_len: 16 | |
| data_stride: 8 | |
| sample_stride: 1 | |
| num_joints: 17 | |
| # Loss | |
| lambda_3d: 0.5 | |
| lambda_scale: 0 | |
| lambda_3dv: 10 | |
| lambda_lv: 0 | |
| lambda_lg: 0 | |
| lambda_a: 0 | |
| lambda_av: 0 | |
| lambda_pose: 1000 | |
| lambda_shape: 1 | |
| lambda_norm: 20 | |
| loss_type: 'L1' | |
| # Augmentation | |
| flip: True |