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Added TorchScript disclaimer. CSS modifications.

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LysandreJik
2019-07-11 12:38:21 -04:00
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docs/source/torchscript.rst
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TorchScript
================================================
.. note::
This is the very beginning of our experiments with TorchScript and we are still exploring its capabilities
with variable-input-size models. It is a focus of interest to us and we will deepen our analysis in upcoming
releases, with more code examples, a more flexible implementation, and benchmarks comparing python-based codes
with compiled TorchScript.
According to Pytorch's documentation: "TorchScript is a way to create serializable and optimizable models from PyTorch code".
Pytorch's two modules `JIT and TRACE <https://pytorch.org/docs/stable/jit.html>`_ allow the developer to export
their model to be re-used in other programs, such as efficiency-oriented C++ programs.