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add tensorrt quantization #172

Merged
merged 13 commits into from
May 9, 2022
Merged

add tensorrt quantization #172

merged 13 commits into from
May 9, 2022

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Data-Iab
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@Data-Iab Data-Iab commented Apr 22, 2022 •
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  • New 💥 :

    • TensorRt engines can now be built with int8 precision using Post Training Quantization.
    • 4 calibrators are available for quantization : MinMaxCalibrator, LegacyCalibrator, EntropyCalibrator and EntropyCalibrator2.
    • Added a QuantizedModel interface to convert model to quantized model for Training Aware Quantization.

  • Fixed 🔧 :

    • Adapt graph option is removed, we just adapt graph once it's exported from torch to ONNX.

@Data-Iab Data-Iab self-assigned this Apr 22, 2022
@thibo73800 thibo73800 merged commit 4caa0d2 into master May 9, 2022
@thibo73800 thibo73800 deleted the dev branch May 9, 2022 15:48
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@thibo73800 thibo73800 thibo73800 approved these changes

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