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b/configs/gaitset/gaitset_casiae.yaml |
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data_cfg: |
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dataset_name: CASIA-E |
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dataset_root: your_path |
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dataset_partition: ./datasets/CASIA-E/CASIA-E.json |
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num_workers: 1 |
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remove_no_gallery: false |
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test_dataset_name: CASIA-E |
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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: 60000 |
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save_name: GaitSet |
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sampler: |
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batch_size: 16 |
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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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loss_cfg: |
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loss_term_weight: 1.0 |
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margin: 0.2 |
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type: TripletLoss |
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log_prefix: triplet |
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model_cfg: |
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model: GaitSet |
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in_channels: |
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- 1 |
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- 64 |
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- 128 |
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- 256 |
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SeparateFCs: |
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in_channels: 256 |
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out_channels: 256 |
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parts_num: 62 |
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bin_num: |
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- 16 |
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- 8 |
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- 4 |
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- 2 |
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- 1 |
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optimizer_cfg: |
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lr: 0.1 |
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momentum: 0.9 |
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solver: SGD |
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weight_decay: 0.0005 |
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scheduler_cfg: |
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gamma: 0.1 |
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milestones: |
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- 20000 |
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- 40000 |
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- 50000 |
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scheduler: MultiStepLR |
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trainer_cfg: |
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enable_float16: true |
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log_iter: 100 |
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with_test: false |
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restore_ckpt_strict: true |
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restore_hint: 0 |
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save_iter: 60000 |
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save_name: GaitSet |
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sync_BN: false |
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total_iter: 60000 |
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sampler: |
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batch_shuffle: false |
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batch_size: |
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- 8 |
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- 32 |
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frames_num_fixed: 30 |
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frames_num_max: 50 |
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frames_num_min: 25 |
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sample_type: fixed_unordered |
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type: TripletSampler |