BareMetalSetup.md

PREPARE:

gcc >= 5
Cmake >= 3.19.6
wget https://repo.continuum.io/archive/Anaconda3-5.0.0-Linux-x86_64.sh -O anaconda3.sh
chmod +x anaconda3.sh
./anaconda3.sh -b -p ~/anaconda3
./anaconda3/bin/conda create -yn pytorch
export PATH=~/anaconda3/bin:$PATH
source ./anaconda3/bin/activate pytorch
pip install sklearn onnx
pip install lark-parser hypothesis
conda install numpy ninja pyyaml mkl mkl-include setuptools cmake cffi typing_extensions future six requests dataclasses psutil
export CMAKE_PREFIX_PATH=${CONDA_PREFIX:-"$(dirname $(which conda))/../"}
export work_space=/home/sdp  (you can get the summary.log in this path where the models performance and accuracy write)   

build pytorch and intel-pytorch-extension

git clone https://github.com/pytorch/pytorch.git pytorch
git checkout release/1.11
git submodule sync
git submodule update --init --recursive
cd ..
git clone https://github.com/intel/intel-extension-for-pytorch.git ipex-cpu-dev
cd ipex-cpu-dev
git checkout release/1.11
git submodule sync
git submodule update --init --recursive
cd ../pytorch
python setup.py install
cd ../ipex-cpu-dev
python setup.py install

build jemalloc

cd ..
git clone  https://github.com/jemalloc/jemalloc.git    
cd jemalloc
git checkout c8209150f9d219a137412b06431c9d52839c7272
./autogen.sh
./configure --prefix=your_path(eg: /home/tdoux/tdoux/jemalloc/)
make
make install

build tcmalloc

wget https://github.com/gperftools/gperftools/releases/download/gperftools-2.7.90/gperftools-2.7.90.tar.gz
tar -xzf gperftools-2.7.90.tar.gz 
cd gperftools-2.7.90
./configure --prefix=$HOME/.local
make
make install

build vision

cd ..
git clone https://github.com/pytorch/vision
cd vision
git checkout v0.8.0
python setup.py install

build torch-ccl

cd ..
git clone https://github.com/intel/torch-ccl.git
cd torch-ccl
git checkout v1.11.0
git submodule sync
git submodule update --init --recursive
python setup.py install