Merge branch 'main' into mgs28-char-rnn-update

Author: mgs28

.ci/docker/Dockerfile

@@ -15,15 +15,11 @@ RUN bash ./install_user.sh && rm install_user.sh
 COPY ./common/install_docs_reqs.sh install_docs_reqs.sh
 RUN bash ./install_docs_reqs.sh && rm install_docs_reqs.sh
 
-# Install conda and other packages
-ENV ANACONDA_PYTHON_VERSION=3.10
-ENV CONDA_CMAKE yes
-ENV DOCS yes
-ENV PATH /opt/conda/envs/py_$ANACONDA_PYTHON_VERSION/bin:/opt/conda/bin:$PATH
-COPY ./requirements.txt /opt/conda/
-COPY ./common/install_conda.sh install_conda.sh
-COPY ./common/common_utils.sh common_utils.sh
-RUN bash ./install_conda.sh && rm install_conda.sh common_utils.sh /opt/conda/requirements.txt
+COPY ./common/install_pip_requirements.sh install_pip_requirements.sh
+COPY ./requirements.txt requirements.txt
+RUN bash ./install_pip_requirements.sh && rm install_pip_requirements.sh
+
+RUN ln -s /usr/bin/python3 /usr/bin/python
 
 USER ci-user
 CMD ["bash"]

.ci/docker/build.sh

@@ -10,7 +10,7 @@ set -exu
 IMAGE_NAME="$1"
 shift
 
-export UBUNTU_VERSION="20.04"
+export UBUNTU_VERSION="22.04"
 export CUDA_VERSION="12.4.1"
 
 export BASE_IMAGE="nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION}"

.ci/docker/common/common_utils.sh

@@ -10,7 +10,7 @@ install_ubuntu() {
   apt-get install -y --no-install-recommends \
     build-essential \
     ca-certificates \
-    cmake=3.16* \
+    cmake=3.22* \
     curl \
     git \
     wget \
@@ -27,7 +27,9 @@ install_ubuntu() {
     libglfw3-dev \
     sox \
     libsox-dev \
-    libsox-fmt-all
+    libsox-fmt-all \
+    python3-pip \
+    python3-dev
 
   # Cleanup package manager
   apt-get autoclean && apt-get clean

.ci/docker/common/install_base.sh

@@ -0,0 +1,7 @@
+#!/bin/bash
+
+set -ex
+
+# Install pip packages
+pip install --upgrade pip
+pip install -r ./requirements.txt

.ci/docker/common/install_conda.sh

@@ -33,7 +33,7 @@
   },
   "recipes_source/torch_export_aoti_python.py": {
     "needs": "linux.g5.4xlarge.nvidia.gpu"
-  }, 
+  },
   "advanced_source/pendulum.py": {
     "needs": "linux.g5.4xlarge.nvidia.gpu",
     "_comment": "need to be here for the compiling_optimizer_lr_scheduler.py to run."
@@ -58,6 +58,9 @@
   "intermediate_source/scaled_dot_product_attention_tutorial.py": {
     "needs": "linux.g5.4xlarge.nvidia.gpu"
   },
+  "intermediate_source/transformer_building_blocks.py": {
+    "needs": "linux.g5.4xlarge.nvidia.gpu"
+  },
   "recipes_source/torch_compile_user_defined_triton_kernel_tutorial.py": {
     "needs": "linux.g5.4xlarge.nvidia.gpu"
   },

.ci/docker/common/install_pip_requirements.sh

@@ -10,6 +10,7 @@
 
 NOT_RUN = [
     "beginner_source/basics/intro",  # no code
+    "beginner_source/introyt/introyt_index", # no code
     "beginner_source/onnx/intro_onnx",
     "beginner_source/profiler",
     "beginner_source/saving_loading_models",
@@ -24,6 +25,7 @@
     "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",

.jenkins/metadata.json

@@ -6,3 +6,9 @@ file:///f:/libtmp/some_file
 
 #Ignore links with "file:///" to catch any other example links
 file:\/\/\/.*
+
+# Ignore colab link in the setting of conf.py
+https://pytorch.org/tutorials/beginner/colab/n
+
+# Ignore local host link from intermediate_source/tensorboard_tutorial.rst
+http://localhost:6006

.jenkins/validate_tutorials_built.py

@@ -93,22 +93,5 @@
 }
 
 .pytorch-left-menu-search input[type=text] {
-    background-image: none;
-}
-
-.gsc-control-cse {
-   padding-left: 0px !important;
-   padding-bottom: 0px !important;
-}
-
-.gsc-search-button .gsc-search-button-v2:focus {
-   border: transparent !important;
-   outline: none;
-   box-shadow: none;
-}
-.gsc-search-button-v2:active {
-   border: none !important;
-}
-.gsc-search-button-v2 {
-   border: none !important;
+    background-image: url("../images/search-icon.svg");
 }