convert to .py file

Author: liangel-02

compilers_index.rst

@@ -89,6 +89,13 @@ control, as well as third-party backend solutions.
    :link: recipes/compiling_optimizer_lr_scheduler.html
    :tags: Model-Optimization,torch.compile
 
+.. customcarditem::
+   :header: Using Variable Length Attention with ``torch.compile``
+   :card_description: Speed up training with torch.compiled variable length attention
+   :image: _static/img/thumbnails/cropped/generic-pytorch-logo.png
+   :link: intermediate/variable_length_attention_tutorial.html
+   :tags: Model-Optimization,torch.compile
+
 .. customcarditem::
    :header: Using User-Defined Triton Kernels with ``torch.compile``
    :card_description: Learn how to use user-defined kernels with ``torch.compile``
@@ -191,6 +198,7 @@ control, as well as third-party backend solutions.
    recipes/torch_export_challenges_solutions
    recipes/compiling_optimizer
    recipes/compiling_optimizer_lr_scheduler
+   intermediate/variable_length_attention_tutorial
    recipes/torch_compile_user_defined_triton_kernel_tutorial
    recipes/torch_compile_caching_tutorial
    recipes/regional_compilation