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- Global:
- reader_config: ./configs/picodet_reader.yml
- include_nms: True
- Evaluation: True
- model_dir: ./picodet_s_416_coco_npu/
- model_filename: model.pdmodel
- params_filename: model.pdiparams
- Distillation:
- alpha: 1.0
- loss: l2
- QuantAware:
- use_pact: true
- activation_quantize_type: 'moving_average_abs_max'
- weight_bits: 8
- activation_bits: 8
- quantize_op_types:
- - conv2d
- - depthwise_conv2d
- TrainConfig:
- train_iter: 8000
- eval_iter: 1000
- learning_rate:
- type: CosineAnnealingDecay
- learning_rate: 0.00001
- T_max: 8000
- optimizer_builder:
- optimizer:
- type: SGD
- weight_decay: 4.0e-05
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