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Reorg docs and fix css for sphix-gallery examples #1967
Reorg docs and fix css for sphix-gallery examples #1967
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Code conforms to Python style guidelines
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The changes improve the organization and look of the Tutorials greatly. I wonder if the thumbnails could be adapted to include some sort of download/other data instead of linking to the same hyperlinked pages as above. See the bottom of this scikit-learn examples page, for instance.
examples/dynamo/README.rst
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- `dynamo_compile_resnet_example.py <./dynamo_compile_resnet_example.html>`_: Example showcasing compilation of ResNet model | ||
- `dynamo_compile_transformers_example.py <./dynamo_compile_transformers_example.html>`_: Example showcasing compilation of transformer-based model | ||
- `dynamo_compile_advanced_usage.py <./dynamo_compile_advanced_usage.html>`_: Advanced usage including making a custom backend to use directly with the `torch.compile` API | ||
* :ref:`dynamo_compile_resnet`: Compiling a ResNet model using the Dyanmo Compile Frontend for ``torch_tensorrt.compile`` |
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Minor typo (replace "Dyanmo" with "Dynamo"). Also should torch_tensorrt.compile
be torch.compile
? For example:
Compiling a ResNet model using the Dynamo Compile Frontend for
torch.compile
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The example uses torch_tensorrt.compile right?
- `dynamo_compile_transformers_example.py <./dynamo_compile_transformers_example.html>`_: Example showcasing compilation of transformer-based model | ||
- `dynamo_compile_advanced_usage.py <./dynamo_compile_advanced_usage.html>`_: Advanced usage including making a custom backend to use directly with the `torch.compile` API | ||
* :ref:`dynamo_compile_resnet`: Compiling a ResNet model using the Dyanmo Compile Frontend for ``torch_tensorrt.compile`` | ||
* :ref:`torch_compile_transformer`: Compiling a Transformer model using ``torch.compile`` |
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Since the transformers script is nearly the same as the Resnet script, except for the model, this could instead be:
Compiling a Transformer model using the Dynamo Compile Frontend for
torch.compile
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Id like for the Transformer script to use the torch.compile interface
========================= | ||
.. _dynamo_compile_resnet: | ||
|
||
Compiling ResNet using the Torch-TensorRT Dyanmo Frontend |
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See comment in examples/dynamo/README.rst
========================= | ||
.. _torch_compile_transformer: | ||
|
||
Compiling a Transformer using torch.compile and TensorRT |
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See comment in examples/dynamo/README.rst
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Code conforms to Python style guidelines
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Code conforms to C++ style guidelines
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Code conforms to C++ style guidelines
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render properly Signed-off-by: Naren Dasan <naren@narendasan.com> Signed-off-by: Naren Dasan <narens@nvidia.com>
Signed-off-by: Naren Dasan <naren@narendasan.com> Signed-off-by: Naren Dasan <narens@nvidia.com>
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Code conforms to Python style guidelines
- `dynamo_compile_resnet_example.py <./dynamo_compile_resnet_example.html>`_: Example showcasing compilation of ResNet model | ||
- `dynamo_compile_transformers_example.py <./dynamo_compile_transformers_example.html>`_: Example showcasing compilation of transformer-based model | ||
- `dynamo_compile_advanced_usage.py <./dynamo_compile_advanced_usage.html>`_: Advanced usage including making a custom backend to use directly with the `torch.compile` API | ||
* :ref:`dynamo_compile_resnet`: Compiling a ResNet model using the Dynamo Compile Frontend for ``torch_tensorrt.compile`` |
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Needs rename, Dynamo Compile
now means something else in the torch_tensorrt
context
Signed-off-by: Naren Dasan <naren@narendasan.com> Signed-off-by: Naren Dasan <narens@nvidia.com>
Signed-off-by: Naren Dasan <naren@narendasan.com> Signed-off-by: Naren Dasan <narens@nvidia.com>
Signed-off-by: Naren Dasan <naren@narendasan.com> Signed-off-by: Naren Dasan <narens@nvidia.com>
Description
Reorgs some files and fixes the CSS for the gallery
Fixes # (issue)
Type of change
Please delete options that are not relevant and/or add your own.
Checklist: