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wozna committed May 17, 2021
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5 changes: 2 additions & 3 deletions python/paddle/fluid/contrib/slim/tests/README.md
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Expand Up @@ -226,11 +226,10 @@ wget http://paddle-inference-dist.bj.bcebos.com/int8/QAT_models/${QUANT_MODEL_AR
mkdir ${QUANT_MODEL_NAME} && tar -xvf ${QUANT_MODEL_ARCHIVE} -C ${QUANT_MODEL_NAME}
```

To download other Quant models, set the `QUANT_MODEL_NAME` variable to on of the values:
- `ResNet50_qat_perf`, with input/output scales in `fake_quantize_moving_average_abs_max` operators, with weight scales in `fake_dequantize_max_abs` operators
To download other Quant models, set the `QUANT_MODEL_NAME` variable to on of the values: `ResNet50_qat_perf`, `ResNet50_qat_range`, `ResNet50_qat_channelwise`, `MobileNet_qat_perf`, where:
- `ResNet50_qat_perf`, `MobileNet_qat_perf` with input/output scales in `fake_quantize_moving_average_abs_max` operators, with weight scales in `fake_dequantize_max_abs` operators
- `ResNet50_qat_range`, with input/output scales in `fake_quantize_range_abs_max` operators and the `out_threshold` attributes, with weight scales in `fake_dequantize_max_abs` operators
- `ResNet50_qat_channelwise`, with input/output scales in `fake_quantize_range_abs_max` operators and the `out_threshold` attributes, with weight scales in `fake_channel_wise_dequantize_max_abs` operators
- `MobileNet_qat_perf`.

Download clean FP32 model for accuracy comparison against the INT8 model:

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Congratulation! Your pull request passed all required CI. You could ask reviewer(s) to approve and merge. 🎉

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