Unpinned torch version for aimet onnx variants

.gitignore

@@ -31,3 +31,4 @@ unit_test_results
 # Other generated files
 *.swp
 packaging/setup_cfg.py
+package_info.py

Jenkins/Dockerfile.onnx-cpu

@@ -0,0 +1,268 @@
+# =============================================================================
+#  @@-COPYRIGHT-START-@@
+#
+#  Copyright (c) 2021-2024, Qualcomm Innovation Center, Inc. All rights reserved.
+#
+#  Redistribution and use in source and binary forms, with or without
+#  modification, are permitted provided that the following conditions are met:
+#
+#  1. Redistributions of source code must retain the above copyright notice,
+#     this list of conditions and the following disclaimer.
+#
+#  2. Redistributions in binary form must reproduce the above copyright notice,
+#     this list of conditions and the following disclaimer in the documentation
+#     and/or other materials provided with the distribution.
+#
+#  3. Neither the name of the copyright holder nor the names of its contributors
+#     may be used to endorse or promote products derived from this software
+#     without specific prior written permission.
+#
+#  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+#  AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+#  IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+#  ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+#  LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+#  CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+#  SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+#  INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+#  CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+#  ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+#  POSSIBILITY OF SUCH DAMAGE.
+#
+#  SPDX-License-Identifier: BSD-3-Clause
+#
+#  @@-COPYRIGHT-END-@@
+# =============================================================================
+
+# Docker image file to build and test AIMET for ONNX in a CPU environment
+
+ARG REGISTRY
+FROM ${REGISTRY}ubuntu:jammy
+
+ARG DEBIAN_FRONTEND=noninteractive
+ARG APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn
+
+RUN apt-get update > /dev/null && \
+    apt-get install --no-install-recommends -y \
+        # Bare minimum Packages
+        ca-certificates \
+        git \
+        ssh \
+        sudo \
+        wget \
+        xterm \
+        xauth > /dev/null && \
+        rm -rf /var/lib/apt/lists/*
+
+# Install certificates
+RUN sudo update-ca-certificates
+
+# Modified version of bash.bashrc that adjusts the prompt
+### COPY bash.bashrc /etc/
+### RUN chmod 644 /etc/bash.bashrc
+
+### COPY profile.global /usr/local/etc/
+### RUN chmod 555 /usr/local/etc/profile.global
+
+# Add sudo support
+RUN echo "%users ALL = (ALL) NOPASSWD: ALL" >> /etc/sudoers
+
+RUN apt-get update -y > /dev/null && \
+    apt-get install --no-install-recommends -y \
+        # Python
+        python3.10 \
+        python3.10-dev \
+        python3.10-venv \
+        python3-pip \
+        python3-setuptools \
+        build-essential \
+        # lmdb dependency
+        libffi-dev && \
+        rm -rf /var/lib/apt/lists/*
+
+# Register the version in alternatives
+RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1
+# Set python 3.10 as the default python
+RUN update-alternatives --set python3 /usr/bin/python3.10
+
+# Upgrade Python3 pip and install some more packages
+RUN python3 -m pip --no-cache-dir install --upgrade \
+        pip \
+        setuptools==49.4.0 \
+        wheel
+
+# Ubuntu packages for pytorch aimet
+RUN dpkg --add-architecture i386
+RUN apt-get update > /dev/null && \
+    apt-get install --no-install-recommends -y \
+        build-essential \
+        cmake \
+        emacs \
+        environment-modules \
+        less \
+        libavcodec-dev \
+        libavformat-dev \
+        libeigen3-dev \
+        libgtest-dev \
+        libgtk2.0-dev \
+        libncurses5 \
+        libsox-dev \
+        libsox-fmt-all \
+        libstdc++6:i386 \
+        libswscale-dev \
+        libtinfo5 \
+        libunwind-14 \
+        libc++-dev \
+        libxtst6 \
+        lsb-release \
+        meld \
+        nano \
+        pandoc \
+        pkg-config \
+        python3-tk \
+        sox \
+        tree \
+        unzip \
+        vim && \
+        rm -rf /var/lib/apt/lists/*
+
+# Python3 Packages
+RUN python3 -m pip --no-cache-dir install \
+        astroid==2.5.6 \
+        attrs>=19.1.0 \
+        behave==1.2.6 \
+        blosc==1.10.1 \
+        cffi \
+        click \
+        cma \
+        cumm \
+        cvxpy \
+        cylp \
+        cython \
+        dataclasses \
+        datasets \
+        Deprecated \
+        deepspeed \
+        docutils==0.16 \
+        graphviz \
+        grpcio \
+        grpcio-tools \
+        h5py \
+        ipykernel \
+        ipython \
+        Jinja2==3.0.3 \
+        jupyter \
+        keras==2.2.4 \
+        lmdb==1.2.1 \
+        matplotlib>=3 \
+        mock \
+        nbsphinx \
+        networkx \
+        'numpy<1.24,>=1.20.5' \
+        onnx==1.16.1 \
+        onnxscript \
+        onnxsim \
+        onnxruntime==1.18.1 \
+        onnxruntime-extensions \
+        opencv-python \
+        peft \
+        Pillow==9.3.0 \
+        pluggy==0.12.0 \
+        progressbar2 \
+        protobuf==3.20.2 \
+        psutil \
+        ptflops \
+        pybind11 \
+        pydot \
+        pyDOE2 \
+        pylint==2.8.3 \
+        pymoo \
+        pytest \
+        pytest-cov \
+        pytorch-ignite \
+        PyYAML \
+        scikit-learn==1.1.3 \
+        scipy==1.8.1 \
+        spconv \
+        sphinx \
+        sphinx-autodoc-typehints \
+        sphinx-jinja \
+        sphinx-rtd-theme \
+        tensorboard==2.4.0 \
+        tensorboardX==2.4 \
+        timm==0.4.12 \
+        torchtext \
+        tqdm \
+        transformers==4.27.4 \
+        wget && \
+    python3 -m ipykernel.kernelspec
+
+# Onnxruntime C/C++ package needed to create custom C++ onnx ops for quantsim
+RUN mkdir /opt/onnxruntime && \
+    export ONNXRUNTIME_VER=$(python3 -c 'import onnxruntime; print(onnxruntime.__version__)') && \
+    wget -qO- "https://github.com/microsoft/onnxruntime/releases/download/v${ONNXRUNTIME_VER}/onnxruntime-linux-x64-${ONNXRUNTIME_VER}.tgz" | tar xvz --strip-components 1 -C /opt/onnxruntime && \
+    ln -s /opt/onnxruntime /usr/local/bin/onnxruntime_headers
+
+ENV PATH=/usr/local/bin:$PATH
+
+# Opencv
+# Ref: https://docs.opencv.org/3.4.19/d7/d9f/tutorial_linux_install.html
+RUN wget -q https://github.com/opencv/opencv/archive/refs/tags/3.4.19.tar.gz -O /tmp/3.4.19.tar.gz > /dev/null && \
+    tar -C /tmp -xvf /tmp/3.4.19.tar.gz > /dev/null && \
+    cd /tmp/opencv-3.4.19 && mkdir release && cd release && \
+    cmake -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DBUILD_SHARED_LIBS=OFF -DCMAKE_BUILD_TYPE=release -DWITH_FFMPEG=OFF -DBUILD_TESTS=OFF -DWITH_CUDA=OFF -DBUILD_PERF_TESTS=OFF -DWITH_IPP=OFF -DENABLE_PRECOMPILED_HEADERS=OFF -DWITH_ITT=OFF .. > /dev/null && \
+    make -j16 > /dev/null && \
+    make -j16 install > /dev/null && \
+    rm -rf /tmp/opencv-3.4.19*
+
+EXPOSE 25000
+RUN apt-get update && apt-get install -y openssh-server && rm -rf /var/lib/apt/lists/*
+RUN mkdir /var/run/sshd
+
+RUN apt-get update && apt-get install -y liblapacke liblapacke-dev && rm -rf /var/lib/apt/lists/*
+
+RUN apt-get update && apt-get install -y libjpeg8-dev && \
+    rm -rf /var/lib/apt/lists/*
+
+# Set up symlink to point to the correct python version
+RUN ln -sf /usr/bin/python3.10 /usr/bin/python
+RUN ln -s /usr/lib/x86_64-linux-gnu/libjpeg.so /usr/lib
+
+RUN sed -i 's/PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config && \
+    sed -i 's/Port 22/Port 25000/' /etc/ssh/sshd_config
+
+# SSH login fix. Otherwise user is kicked off after login
+RUN sed 's@session\s*required\s*pam_loginuid.so@session optional pam_loginuid.so@g' -i /etc/pam.d/sshd
+
+RUN python3 -m pip install git-pylint-commit-hook osqp twine
+
+# NOTE: We need to pin the holoviews version to this since the latest version has a circular dependency on bokeh 2.0.0 through the panel package
+RUN python3 -m pip install holoviews==1.18.3 netron jsonschema pandas==1.5.3
+
+# Note: bokeh requires Pillow while we need to use Pillow-SIMD for performance reasons.
+RUN python3 -m pip install bokeh==3.2.2 hvplot==0.9.2
+
+# Remove existing Pillow & Pillow-SIMD and replace with correct version of Pillow-SIMD.
+RUN python3 -m pip uninstall -y Pillow Pillow-SIMD
+RUN python3 -m pip --no-cache-dir install Pillow-SIMD==9.0.0.post1
+
+# Force-install the LATEST version of Python3 Torch Packages, then pin back some dependencies
+RUN unset PIP_CONFIG_FILE && \
+    python3 -m pip install --upgrade --force-reinstall --isolated \
+        torch -f https://download.pytorch.org/whl/cpu/torch \
+        torchaudio -f https://download.pytorch.org/whl/cpu/torchaudio \
+        torchvision -f https://download.pytorch.org/whl/cpu/torchvision \
+        numpy==1.24.4 \
+        fsspec[http]==2024.6.1
+
+RUN apt-get update && apt-get install -y gnupg2
+# Downloaded from https://apt.llvm.org/
+RUN wget -O - http://llvm.org/apt/llvm-snapshot.gpg.key|sudo apt-key add - && echo "deb http://apt.llvm.org/jammy/ llvm-toolchain-jammy-14 main" >> /etc/apt/sources.list
+RUN apt-get update --fix-missing -y && apt upgrade -y && apt-get install -y clang-11 clang-format clang-tidy-11 && \
+   rm -rf /var/lib/apt/lists/*
+
+# Create a version-less symbolic link for clang-tidy
+RUN ln -s /usr/bin/run-clang-tidy-11.py /usr/bin/run-clang-tidy.py
+
+# Provide write permission to the python package folder in order to install AIMET in editable mode
+RUN chmod o+w /usr/local/lib/python3.10/dist-packages