Polygraphy Trtexec: Extension to run on trtexec backend
Project description
Extending polygraphy run to support trtexec
Introduction
polygraphy run allows you to run inference with multiple backends, including TensorRT and ONNX-Runtime, and compare outputs.
This extension adds support to run inference with trtexec.
Installation
Follow the steps below to install the extension module. After installation, you should see the trtexec options in the help
output of polygraphy run:
-
Build using
setup.py:python3 setup.py bdist_wheel
-
Install the wheel: The wheel is installed in the
distdirectory. Install the wheel by running the following commandpython3 -m pip install dist/polygraphy_trtexec-*.whl \ --extra-index-url https://pypi.ngc.nvidia.comNOTE: You may have to update the above command to install the appropriate version of the wheel
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After the installation, you can run it on the trtexec backend by using the
--trtexecflag as follows:polygraphy run sample.onnx --trtexec
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