Merge branch 'main' into transformer

Author: svekars

.ci/docker/requirements.txt

@@ -14,7 +14,7 @@ tqdm==4.66.1
 numpy==1.24.4
 matplotlib
 librosa
-torch==2.4
+torch==2.5
 torchvision
 torchdata
 networkx
@@ -69,5 +69,5 @@ pycocotools
 semilearn==0.3.2
 torchao==0.5.0
 segment_anything==1.0
-torchrec==0.8.0
-fbgemm-gpu==0.8.0
+torchrec==1.0.0; platform_system == "Linux"
+fbgemm-gpu==1.0.0; platform_system == "Linux"

.jenkins/build.sh

@@ -22,9 +22,8 @@ sudo apt-get install -y pandoc
 #Install PyTorch Nightly for test.
 # Nightly - pip install --pre torch torchvision torchaudio -f https://download.pytorch.org/whl/nightly/cu102/torch_nightly.html
 # Install 2.5 to merge all 2.4 PRs - uncomment to install nightly binaries (update the version as needed).
-pip uninstall -y torch torchvision torchaudio torchtext torchdata
-pip3 install torch==2.5.0 torchvision torchaudio --no-cache-dir --index-url https://download.pytorch.org/whl/test/cu124
-pip3 install fbgemm-gpu==1.0.0 torchrec==1.0.0 --no-cache-dir --index-url https://download.pytorch.org/whl/test/cu124
+# pip uninstall -y torch torchvision torchaudio torchtext torchdata
+# pip3 install torch==2.5.0 torchvision torchaudio --no-cache-dir --index-url https://download.pytorch.org/whl/test/cu124
 
 # Install two language tokenizers for Translation with TorchText tutorial
 python -m spacy download en_core_web_sm

prototype_source/inductor_windows_cpu.rst

@@ -115,7 +115,7 @@ Intel Compiler
 #. Download and install `Intel Compiler <https://www.intel.com/content/www/us/en/developer/tools/oneapi/dpc-compiler-download.html>`_ with Windows version.
 #. Set Windows Inductor Compiler with the CXX environment variable ``set CXX=icx-cl``.
 
-Here is a comprehensive step-by-step `guide <https://www.intel.com/content/www/us/en/developer/articles/technical/boost-pytorch-inductor-performance-on-windows.html>`_, complete with performance data.
+Intel also provides a comprehensive step-by-step guide, complete with performance data. Please check `Intel® oneAPI DPC++/C++ Compiler Boosts PyTorch* Inductor Performance on Windows* for CPU Devices <https://www.intel.com/content/www/us/en/developer/articles/technical/boost-pytorch-inductor-performance-on-windows.html>`_.
 
 LLVM Compiler
 ^^^^^^^^^^^^^