| pretrain_weights: https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams |
| slim: QAT |
|
|
| QAT: |
| quant_config: { |
| 'activation_preprocess_type': 'PACT', |
| 'weight_quantize_type': 'channel_wise_abs_max', 'activation_quantize_type': 'moving_average_abs_max', |
| 'weight_bits': 8, 'activation_bits': 8, 'dtype': 'int8', 'window_size': 10000, 'moving_rate': 0.9, |
| 'quantizable_layer_type': ['Conv2D', 'Linear']} |
| print_model: False |
|
|
| epoch: 50 |
| LearningRate: |
| base_lr: 0.001 |
| schedulers: |
| - !PiecewiseDecay |
| gamma: 0.1 |
| milestones: |
| - 30 |
| - 40 |
| - !LinearWarmup |
| start_factor: 0. |
| steps: 100 |
|
|
| TrainReader: |
| batch_size: 256 |
|
|
