ssd_mbv1_voc_qat_dis.yaml

Global:
  reader_config: configs/ssd_reader.yml
  Evaluation: True
  model_dir: ./ssd_mobilenet_v1_300_120e_voc # Model Link: https://bj.bcebos.com/v1/paddle-slim-models/act/ssd_mobilenet_v1_300_120e_voc.tar
  model_filename: model.pdmodel
  params_filename: model.pdiparams

Distillation:
  alpha: 1.0
  loss: soft_label
  node:
  - concat_0.tmp_0
  - concat_2.tmp_0
  - concat_1.tmp_0

QuantAware:
  use_pact: True
  weight_quantize_type: 'channel_wise_abs_max'
  activation_quantize_type: 'moving_average_abs_max'
  quantize_op_types:
  - conv2d
  - depthwise_conv2d
  onnx_format: True

TrainConfig:
  epochs: 5
  eval_iter: 300
  learning_rate: 0.001
  optimizer_builder:
    optimizer: 
      type: SGD
    weight_decay: 4.0e-05
  origin_metric: 0.738