pytorch · msaroufim · Oct 14, 2022 · Oct 12, 2022 · Oct 12, 2022 · Oct 12, 2022
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diff --git a/index.rst b/index.rst
@@ -496,6 +496,13 @@ What's new in PyTorch tutorials?
    :link: intermediate/torchserve_with_ipex
    :tags: Model-Optimization,Production
 
+.. customcarditem::
+   :header: Grokking PyTorch Intel CPU Performance from First Principles (Part 2)
+   :card_description: A case study on the TorchServe inference framework optimized with Intel® Extension for PyTorch (Part 2).
+   :image: _static/img/thumbnails/cropped/generic-pytorch-logo.png
+   :link: intermediate/torchserve_with_ipex_2
+   :tags: Model-Optimization,Production
+
 .. customcarditem::
    :header: Introduction to nvFuser
    :card_description: An introduction to nvFuser

diff --git a/intermediate_source/torchserve_with_ipex_2.rst b/intermediate_source/torchserve_with_ipex_2.rst