Merge branch 'main' into leslie/update_x86_inductor_quantization_with_cppwrapper_support

Author: svekars

README.md

@@ -14,7 +14,7 @@ If you have a question about a tutorial, post in https://dev-discuss.pytorch.org
 You can submit the following types of issues:
 
 * Feature request - request a new tutorial to be added. Please explain why this tutorial is needed and how it demonstrates PyTorch value.
-* Bug report - report a failiure or outdated information in an existing tutorial. When submitting a bug report, please run: `python3 -m torch.utils.collect_env` to get information about your environment and add the output to the bug report.
+* Bug report - report a failure or outdated information in an existing tutorial. When submitting a bug report, please run: `python3 -m torch.utils.collect_env` to get information about your environment and add the output to the bug report.
 
 # Contributing
 

_static/img/thumbnails/cropped/TIAToolbox-Tutorial.png

@@ -515,3 +515,41 @@ warmstart
 warmstarted
 warmstarting
 warmup
+wsi
+WSI
+TIAToolbox
+tiatoolbox
+HistoEnc
+HistoEncoder
+histoencoder
+ModelABC
+UMAP
+umap
+WSIs
+wsis
+WSI’s
+TorchVision
+img
+webp
+OpenJpeg
+OpenSlide
+Pixman
+MacOS
+tmp
+Kather
+Colorectal
+LYM
+mucosa
+STR
+stroma
+ADI
+MUC
+PatchPredictor
+Cuda
+mpp
+Joona
+Pohjonen
+pre
+otsu
+rgb
+histologically

_static/img/tiatoolbox_tutorial/read_bounds_tissue.webp

@@ -142,6 +142,13 @@ What's new in PyTorch tutorials?
    :link: intermediate/spatial_transformer_tutorial.html
    :tags: Image/Video
 
+.. customcarditem::
+   :header: Inference on Whole Slide Images with TIAToolbox
+   :card_description: Learn how to use the TIAToolbox to perform inference on whole slide images.
+   :image: _static/img/thumbnails/cropped/TIAToolbox-Tutorial.png
+   :link: intermediate/tiatoolbox_tutorial.html
+   :tags: Image/Video
+
 .. customcarditem::
    :header: Semi-Supervised Learning Tutorial Based on USB
    :card_description: Learn how to train semi-supervised learning algorithms (on custom data) using USB and PyTorch.
@@ -919,6 +926,7 @@ Additional Resources
    beginner/dcgan_faces_tutorial
    intermediate/spatial_transformer_tutorial
    beginner/vt_tutorial
+   intermediate/tiatoolbox_tutorial
 
 .. toctree::
    :maxdepth: 2