PIP
This page provides general instructions on installing the Intel® oneAPI component packages from the Python* Package Index (PyPI).
For additional installation notes, refer to the PyPI documentation.
To install a package, execute the following command:
To install the latest version available:
pip install <package_name>
To get your package name, refer to the list of packages in the table below.
To install a specific version:
pip install -c intel <package_name>==<version>
For example: pip install mkl==2021.1.1
IMPORTANT:
For Intel® oneAPI Deep Neural Network Library (oneDNN), only packages of identical configuration can be installed into one environment. For example, you can install onednn-devel-cpu-vcomp with onednn-cpu-vcomp, but should avoid installing it with packages of other configurations, like cpu-iomp, cpu-tbb, cpu-dpcpp-gpu-dpcpp.
List of Available Packages
Component Name |
Package Name |
Platform |
Dependencies |
|---|---|---|---|
Intel® MPI Library |
impi_rt impi-devel |
linux-x64 |
N/A |
Intel® Fortran Compiler (Beta) and Intel® Fortran Compiler Classic |
intel-fortran-rt |
linux-x64 linux-x86 |
Intel® MPI Library Intel OpenMP* Runtime Library |
Intel® CPU Runtime for OpenCL™ Applications |
intel-opencl-rt |
linux-x64 |
oneTBB |
Intel® oneAPI DPC++/C++ Compiler |
dpcpp-cpp-rt |
linux-x64 |
Intel® CPU Runtime for OpenCL™ Applications Intel OpenMP* Runtime Library |
Intel OpenMP* Runtime Library |
intel-openmp |
linux-x64 linux-x86 |
N/A |
Intel® oneAPI Threading Building Blocks (oneTBB) |
tbb tbb-devel |
linux-x64 linux-x86 |
N/A |
tbb4py |
linux-x64 |
N/A |
|
Intel® oneAPI Data Analytics Library (oneDAL) |
daal daal-static daal-devel daal-include |
linux-x64 linux-x86 |
oneTBB |
daal4py |
linux-x64 |
oneDAL |
|
Intel® Extension for Scikit-learn |
scikit-learn-intelex |
linux-x64 |
oneDAL |
Intel® Integrated Performance Primitives (Intel® IPP) |
ipp ipp-static ipp-include |
linux-x64 linux-x86 |
N/A |
Intel® Integrated Performance Primitives Cryptography |
ipp_crypto ipp_crypto-static ipp_crypto-include |
linux-x64 linux-x86 |
N/A |
Intel® oneAPI Math Kernel Library (oneMKL) |
mkl mkl-devel mkl-static mkl-include |
linux-x64 linux-x86 |
Intel OpenMP* Runtime Library oneTBB |
mkl-dpcpp mkl-devel-dpcpp |
linux-x64 linux-x86 |
Intel OpenMP* Runtime Library oneTBB Intel® oneAPI DPC++/C++ Compiler Runtime Intel® CPU Runtime for OpenCL™ Applications |
|
Intel® oneAPI Deep Neural Network Library (oneDNN) |
onednn-cpu-gomp onednn-devel-cpu-gomp |
linux-x64 |
N/A |
onednn-cpu-iomp onednn-devel-cpu-iomp |
linux-x64 |
Intel OpenMP* Runtime Library |
|
onednn-cpu-dpcpp-gpu-dpcpp onednn-devel-cpu-dpcpp-gpu-dpcpp |
linux-x64 |
Intel® CPU Runtime for OpenCL™ Applications Intel oneAPI DPC++/C++ Compiler Runtime |
|
Intel® oneAPI Collective Communications Library (oneCCL) |
oneccl-devel |
linux-x64 |
N/A |
Intel® Distribution of Modin* (via Anaconda distribution of the toolkit using the Conda package manager) |
intel-aikit-modin |
linux-x64 |
N/A |
Intel® Neural Compressor |
neural-compressor |
linux-x64 |
N/A |
Intel® Optimization for TensorFlow* |
intel-tensorflow intel-tensorflow-avx512 |
linux-x64 |
N/A |