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Add Compiler category in left nav
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index.rst

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@@ -415,7 +415,7 @@ Welcome to PyTorch Tutorials
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:card_description: Learn how to use compiled autograd to capture a larger backward graph.
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:image: _static/img/thumbnails/cropped/generic-pytorch-logo.png
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:link: intermediate/compiled_autograd_tutorial
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:tags: Model-Optimization,CUDA
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:tags: Model-Optimization,CUDA,Compiler
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.. customcarditem::
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:header: Custom C++ and CUDA Operators
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:card_description: Train BERT, prune it to be 2:4 sparse, and then accelerate it to achieve 2x inference speedups with semi-structured sparsity and torch.compile.
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:image: _static/img/thumbnails/cropped/Pruning-Tutorial.png
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:link: advanced/semi_structured_sparse.html
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:tags: Text,Model-Optimization
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:tags: Text,Model-Optimization,Compiler
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.. customcarditem::
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:header: (beta) Dynamic Quantization on an LSTM Word Language Model
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:tags: Model-Optimization,Best-Practice,Ax,TorchX
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.. customcarditem::
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:header: torch.compile Tutorial
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:header: Introduction to torch.compile
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:card_description: Speed up your models with minimal code changes using torch.compile, the latest PyTorch compiler solution.
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:image: _static/img/thumbnails/cropped/generic-pytorch-logo.png
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:link: intermediate/torch_compile_tutorial.html
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:tags: Model-Optimization
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:tags: Model-Optimization,Compiler
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.. customcarditem::
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:header: Inductor CPU Backend Debugging and Profiling
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:card_description: Learn the usage, debugging and performance profiling for ``torch.compile`` with Inductor CPU backend.
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:image: _static/img/thumbnails/cropped/generic-pytorch-logo.png
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:link: intermediate/inductor_debug_cpu.html
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:tags: Model-Optimization
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:tags: Model-Optimization,Compiler
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.. customcarditem::
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:header: (beta) Implementing High-Performance Transformers with SCALED DOT PRODUCT ATTENTION
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beginner/vt_tutorial
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intermediate/tiatoolbox_tutorial
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.. toctree::
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:maxdepth: 1
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:includehidden:
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:hidden:
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:caption: Compiler
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intermediate/torch_compile_tutorial
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intermediate/compiled_autograd_tutorial
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intermediate/transformer_building_blocks
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intermediate/inductor_debug_cpu
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.. toctree::
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:maxdepth: 2
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:includehidden:
@@ -1079,8 +1090,6 @@ Additional Resources
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intermediate/torchserve_with_ipex_2
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intermediate/nvfuser_intro_tutorial
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intermediate/ax_multiobjective_nas_tutorial
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intermediate/torch_compile_tutorial
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intermediate/compiled_autograd_tutorial
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intermediate/inductor_debug_cpu
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intermediate/scaled_dot_product_attention_tutorial
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beginner/knowledge_distillation_tutorial

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