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Transformer building blocks tutorial #3075

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Transformer building blocks tutorial #3075

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c881238
transformer building blocks tutorial
mikaylagawarecki Oct 4, 2024
71c1bac
some wording fixes
mikaylagawarecki Oct 4, 2024
111843b
Fix wording
mikaylagawarecki Oct 4, 2024
9497326
Add to NOT_RUN list
mikaylagawarecki Oct 16, 2024
6968ee6
Update .jenkins/validate_tutorials_built.py
svekars Oct 21, 2024
c28f568
Merge branch 'main' into transformer
svekars Oct 21, 2024
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1 change: 1 addition & 0 deletions .jenkins/validate_tutorials_built.py
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Expand Up @@ -28,6 +28,7 @@
"intermediate_source/mnist_train_nas", # used by ax_multiobjective_nas_tutorial.py
"intermediate_source/fx_conv_bn_fuser",
"intermediate_source/_torch_export_nightly_tutorial", # does not work on release
"intermediate_source/transformer_building_blocks.py", # does not work on release
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"advanced_source/super_resolution_with_onnxruntime",
"advanced_source/usb_semisup_learn", # fails with CUDA OOM error, should try on a different worker
"prototype_source/fx_graph_mode_ptq_dynamic",
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10 changes: 9 additions & 1 deletion index.rst
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Expand Up @@ -6,7 +6,7 @@ Welcome to PyTorch Tutorials
* `torch.export AOTInductor Tutorial for Python runtime (Beta) <https://pytorch.org/tutorials/recipes/torch_export_aoti_python.html>`__
* `A guide on good usage of non_blocking and pin_memory() in PyTorch <https://pytorch.org/tutorials/intermediate/pinmem_nonblock.html>`__
* `Introduction to Distributed Pipeline Parallelism <https://pytorch.org/tutorials/intermediate/pipelining_tutorial.html>`__
* `Introduction to Libuv TCPStore Backend <https://pytorch.org/tutorials/intermediate/TCPStore_libuv_backend.html>`__
* `Introduction to Libuv TCPStore Backend <https://pytorch.org/tutorials/intermediate/TCPStore_libuv_backend.html>`__
* `Asynchronous Saving with Distributed Checkpoint (DCP) <https://pytorch.org/tutorials/recipes/distributed_async_checkpoint_recipe.html>`__
* `Python Custom Operators <https://pytorch.org/tutorials/advanced/python_custom_ops.html>`__
* Updated `Getting Started with DeviceMesh <https://pytorch.org/tutorials/recipes/distributed_device_mesh.html>`__
Expand Down Expand Up @@ -686,6 +686,14 @@ Welcome to PyTorch Tutorials
:link: beginner/knowledge_distillation_tutorial.html
:tags: Model-Optimization,Image/Video


.. customcarditem::
:header: [Title TBD] Unbundling nn.Transformer modules for gains and profits
:card_description: This tutorial goes over recommended best practices for implementing Transformers.
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:card_description: This tutorial goes over recommended best practices for implementing Transformers.
:card_description: This tutorial goes over recommended best practices for implementing Transformers with native PyTorch.

:image: _static/img/thumbnails/cropped/pytorch-logo.png
:link: intermediate/transformer_building_blocks.html
:tags: Transformer

.. Parallel-and-Distributed-Training


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