Merge branch 'main' into links

Author: svekars

.ci/docker/requirements.txt

@@ -28,8 +28,8 @@ tensorboard
 jinja2==3.1.3
 pytorch-lightning
 torchx
-torchrl==0.5.0
-tensordict==0.5.0
+torchrl==0.6.0
+tensordict==0.6.0
 ax-platform>=0.4.0
 nbformat>=5.9.2
 datasets

.jenkins/build.sh

@@ -22,8 +22,10 @@ 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
+sudo pip uninstall -y torch torchvision torchaudio torchtext torchdata
+sudo pip3 install torch==2.6.0 torchvision --no-cache-dir --index-url https://download.pytorch.org/whl/test/cu124
+sudo pip uninstall -y fbgemm-gpu torchrec
+sudo pip3 install fbgemm-gpu==1.1.0 torchrec==1.0.0 --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

.jenkins/validate_tutorials_built.py

@@ -25,7 +25,6 @@
     "intermediate_source/mnist_train_nas",  # used by ax_multiobjective_nas_tutorial.py
     "intermediate_source/fx_conv_bn_fuser",
     "intermediate_source/_torch_export_nightly_tutorial",  # does not work on release
-    "intermediate_source/transformer_building_blocks",  # does not work on release
     "advanced_source/super_resolution_with_onnxruntime",
     "advanced_source/usb_semisup_learn", # fails with CUDA OOM error, should try on a different worker
     "prototype_source/fx_graph_mode_ptq_dynamic",
@@ -51,7 +50,6 @@
     "intermediate_source/flask_rest_api_tutorial",
     "intermediate_source/text_to_speech_with_torchaudio",
     "intermediate_source/tensorboard_profiler_tutorial", # reenable after 2.0 release.
-    "intermediate_source/torch_export_tutorial" # reenable after 2940 is fixed.
 ]
 
 def tutorial_source_dirs() -> List[Path]: