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b/configs/gaittr/gaittr_OUMVLP.yaml |
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data_cfg: |
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dataset_name: OUMVLP |
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dataset_root: your_path |
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dataset_partition: ./datasets/OUMVLP/OUMVLP.json |
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num_workers: 1 |
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remove_no_gallery: false |
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test_dataset_name: OUMVLP |
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frame_threshold: 0 |
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evaluator_cfg: |
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enable_float16: false |
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restore_ckpt_strict: true |
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restore_hint: 150000 |
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save_name: GaitTR |
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eval_func: evaluate_indoor_dataset |
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sampler: |
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batch_size: 4 #should same to num_gpus |
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sample_type: all_ordered |
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type: InferenceSampler |
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metric: euc # cos |
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transform: |
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- type: Compose |
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trf_cfg: |
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- type: GaitTRMultiInput |
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joint_format: alphapose |
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- type: SkeletonInput |
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loss_cfg: |
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type: TripletLoss |
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margin: 0.3 |
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log_prefix: triplet |
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model_cfg: |
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model: GaitTR |
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in_channels: |
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- 10 |
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- 64 |
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- 64 |
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- 128 |
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- 256 |
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num_class: 256 |
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joint_format: alphapose |
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optimizer_cfg: |
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lr: 0.001 |
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solver: Adam |
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weight_decay: 0.00002 |
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scheduler_cfg: |
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three_phase: True |
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max_lr: 0.001 |
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div_factor: 100 |
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final_div_factor: 1000.0 |
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total_steps: 150000 |
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pct_start: 0.475 |
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scheduler: OneCycleLR |
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trainer_cfg: |
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enable_float16: false #not use |
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log_iter: 100 |
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with_test: true |
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restore_ckpt_strict: false |
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restore_hint: 0 |
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save_iter: 5000 |
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save_name: GaitTR |
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sync_BN: true |
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total_iter: 150000 |
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sampler: |
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batch_shuffle: false |
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batch_size: |
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- 32 |
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- 16 |
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frames_num_fixed: 60 |
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frames_num_max: 50 |
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frames_num_min: 25 |
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sample_type: fixed_ordered #Repeat sample |
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frames_skip_num: 0 |
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type: TripletSampler |
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transform: |
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- type: Compose |
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trf_cfg: |
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- type: PointNoise |
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std: 0.3 |
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- type: InversePosesPre |
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joint_format: alphapose |
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probability: 0.1 |
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- type: JointNoise |
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std: 0.3 |
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- type: GaitTRMultiInput |
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joint_format: alphapose |
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- type: SkeletonInput |