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b/configs/gaitgraph2/gaitgraph2_Gait3D.yaml |
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data_cfg: |
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dataset_name: Gait3D |
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dataset_root: your_path |
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dataset_partition: ./datasets/Gait3D/Gait3D.json |
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test_dataset_name: Gait3D |
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num_workers: 8 |
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remove_no_gallery: false |
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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: 2000 |
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save_name: GaitGraph2 |
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sampler: |
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batch_size: 256 |
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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 |
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frames_skip_num: 0 |
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metric: cos |
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eval_func: evaluate_Gait3D |
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transform: |
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- type: GaitGraphMultiInput |
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loss_cfg: |
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- loss_term_weight: 1 |
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temperature: 0.01 |
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type: SupConLoss_Lp |
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log_prefix: SupConLoss |
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model_cfg: |
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model: GaitGraph2 |
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joint_format: coco |
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input_num: 3 |
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reduction: 8 |
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block: Bottleneck # Basic, initial |
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input_branch: |
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- 5 |
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- 64 |
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- 32 |
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main_stream: |
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- 32 |
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- 128 |
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- 256 |
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num_class: 128 |
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tta: true |
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optimizer_cfg: |
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lr: 0.005 #0.005 |
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solver: AdamW |
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weight_decay: 0.00001 |
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scheduler_cfg: |
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max_lr: 0.005 |
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total_steps: 2000 |
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scheduler: OneCycleLR |
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trainer_cfg: |
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enable_float16: false |
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log_iter: 20 |
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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: 200 |
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save_name: GaitGraph2 |
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sync_BN: true |
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total_iter: 2000 |
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sampler: |
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batch_shuffle: true |
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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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batch_size: 768 |
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type: CommonSampler |
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transform: |
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- type: Compose |
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trf_cfg: |
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- type: FlipSequence |
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probability: 0.5 |
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- type: InversePosesPre |
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probability: 0.1 |
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- type: JointNoise |
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std: 0.25 |
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- type: PointNoise |
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std: 0.05 |
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- type: RandomMove |
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random_r: |
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- 4 |
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- 1 |
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- type: GaitGraphMultiInput |