Dongyang Jin
2c29afadf3
* pose * pose * pose * pose * 你的提交消息 * pose * pose * Delete train1.sh * pretreatment * configs * pose * reference * Update gaittr.py * naming * naming * Update transform.py * update for datasets * update README * update name and README * update * Update transform.py
91 lines
1.8 KiB
YAML
91 lines
1.8 KiB
YAML
data_cfg:
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dataset_name: CCPG
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dataset_root: your_path
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dataset_partition: ./datasets/CCPG/CCPG.json
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num_workers: 1
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remove_no_gallery: false
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frame_threshold: 0
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test_dataset_name: CCPG
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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: 40000
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save_name: GaitTR-CCPG
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eval_func: evaluate_CCPG
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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: 128
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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: 40000
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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: 4000
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save_name: GaitTR-CCPG
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sync_BN: true
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total_iter: 40000
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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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- 4
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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 |