experimental-experiment
investigations
MIT License
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experimental-experiment: fuzzy work
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Getting started +++++++++++++++
pytorch nightly build should be installed, see
Start Locally <https://pytorch.org/get-started/locally/>_.
::
git clone https://github.com/sdpython/experimental-experiment.git
pip install onnxruntime-gpu pynvml
pip install -r requirements-dev.txt
export PYTHONPATH=$PYTHONPATH:<this folder>
Compare torch exporters +++++++++++++++++++++++
The script evaluates the memory peak, the computation time of the exporters. It also compares the exported models when run through onnxruntime. The full script takes around 20 minutes to complete. It stores on disk all the graphs, the data used to draw them, and the models.
::
python _doc/examples/plot_torch_export.py -s large
Documentation +++++++++++++
See experimental-experiment <https://sdpython.github.io/doc/experimental-experiment/dev/>_.