Intel® oneAPI Toolkits

Each of these components is available as part of one or more Intel^® oneAPI Toolkits. Toolkits are collections of components designed to support specific types of workloads, such as artificial intelligence, high performance computing, IoT, and rendering.

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Package Managers and Repositories

The standalone components are available from a variety of package managers and repos. Each link lists all available packages and installation instructions. Runtime versions for Linux* are available from APT, YUM, and Zypper repos.

APT Linux

DNF, YUM, Zypper Linux

Conda Linux Windows macOS* Special Instructions for AI Toolkit

Maven* Linux Windows macOS

NuGet* Linux Windows macOS

Cloudera Parcel* Linux

PIP* Linux Windows macOS

Spack Spack Documentation

IDE Integration

Each standalone component has its own IDE integration bundled within the installation file.

Runtime Versions

Select Intel® oneAPI libraries and compilers are available as separate runtimes.

Runtime Versions - Linux*

Intel® oneAPI runtime versions for Linux have been updated to include functional and security updates including Apache Log4j* version 2.17.1. Users should update to the latest version as it becomes available.

APT - Follow the instructions to view/acquire the runtime libraries

YUM and DNF - Follow the instructions to view/acquire the runtime libraries

Intel® oneAPI Runtime Libraries - Docker repo with all runtime libraries in one container.

Runtime Versions - Microsoft Windows* and macOS* Binary Packages

Runtime versions for select libraries are available via local install packages for Microsoft Windows* and macOS*.

Intel oneAPI runtime versions for macOS (version 2023.2.0) and Windows (version 2023.2.1) have been updated to include functional and security updates. Users should update to the latest version.

Intel compiler runtime versions for macOS (version 2023.2.0) and Windows (version 2023.2.1) have been updated to include functional and security updates. Users should update to the latest version.

Intel CPU Runtime for OpenCL Applications for Windows (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

Current Releases (various)

Analyzers

Intel® oneAPI components are available as either an online or local installer package to suit your requirements. The local installer is recommended for host machines with poor or no internet connection. The components are updated on a regular cadence.

Intel® Advisor

Design code for efficient vectorization, threading, and offloading to accelerators. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® Advisor (version 2023.2.0) has been updated too include functional and security updates. Customers should update to the latest version as it becomes available.

2023.2.0 Release

Intel® Cluster Checker

Verify that cluster components work together seamlessly for optimal performance, improved uptime, and lower total cost of ownership. This component is part of the Intel® oneAPI HPC Toolkit.

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Intel® Cluster Checker (version 2021.7.3) has been updated to include functional and security updates. Users should update to the latest version.

2021.7.3 Release

Intel® Distribution for GDB*

A companion tool to Intel compilers and libraries, this unified experience enables you to efficiently debug cross-platform parallel and threaded applications developed in C, C++, SYCL, OpenMP, or Fortran.

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Intel® Distribution for GDB* (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Inspector

Locate and debug threading, memory, and persistent memory errors early in the design cycle to avoid costly errors later. This component is part of the Intel® oneAPI HPC Toolkit and the Intel® oneAPI IoT Toolkit.

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Intel® Inspector (version 2023.2.0) has been updated to include functional and security updates. Customers should update to the latest version as it becomes available.

2023.2.0 Release

Intel® Trace Analyzer and Collector (ITAC)

Understand MPI application behavior across its full runtime.This component is part of the Intel® oneAPI HPC Toolkit.

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Intel® Trace Analyzer and Collector (version 2021.10.0) have been updated to include functional and security updates. Customers should update to the latest version as it becomes available.

2021.10.0 Release

Intel® VTune™ Profiler

Find and optimize performance bottlenecks across CPU, GPU, and FPGA systems. This component is part of the Intel® oneAPI Base Toolkit and the Intel® oneAPI HPC Toolkit.

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Intel® VTune™ Profiler (version 2023.2.0) has been updated to include functional and security updates. Customers should update to the latest version as it becomes available.

2023.2.0 Release

Code Migration

Intel® DPC++ Compatibility Tool

Migrate legacy CUDA* code to a multiplatform program in DPC++ code with this assistant. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® DPC++ Compatibility Tool (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Compilers

Intel® oneAPI DPC++/C++ Compiler and Intel® C++ Compiler Classic

Create performance-optimized application code that takes advantage of more cores and built-in technologies in platforms based on Intel® processors. The compilers are part of the Intel® oneAPI Base Toolkit, Intel® oneAPI HPC Toolkit, and the Intel® oneAPI IoT Toolkit. The installer package for local and online versions includes three compilers. The combined installer includes the Intel® oneAPI Data Parallel C++ Compiler (dpcpp/dpcpp-cl), Intel® C++ Compiler (icx/icpx), and Intel® C++ Compiler Classic (icc/icl). The macOS packages only contain the Intel® C++ Compiler Classic (icc/icl), macOS is not available for dpcpp/dpcpp-cl/icx/icpx.

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Intel® DPC++/C++ Compiler and Intel® C++ Compiler Classic (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version as it becomes available.

2023.2.0 Release

Intel® Fortran Compiler Classic and Intel® Fortran Compiler

Generate optimized, scalable code for Intel® Xeon® Scalable processors and Intel® Core™ processors with this standards-based Fortran compiler with support for OpenMP*. It provides CPU and GPU offload support of GPUs. The Intel® Fortran Compiler Classic provides continuity with existing CPU-focused workflows. This compiler is part of the Intel® oneAPI HPC Toolkit. The installer package for offline and online versions includes Intel® Fortran Compiler Classic (ifort) and the Intel® Fortran Compiler (ifx) versions.

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Intel® Fortran Compiler Classic and Intel® Fortran Compiler (version 2023.2.0) have been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Graphics Offline Compiler for OpenCL™ Code

Reduce runtime overhead of executing oneAPI Level Zero or OpenCL™ programs running on top of Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver. Compile OpenCL™ C or Intel® C for Metal source code into intermediate representation or executable files compatible with Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver. Provided package contains a utility (Intel® Graphics Offline Compiler for OpenCL™ Code) that can be used for ahead of time compilation and manipulation of GPU executable files for compatible devices.

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Intel® Implicit SPMD Program Compiler

Compile using a variant of the C programming language with extensions for SPMD programming for fastest rendering performance.

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Intel® Implicit SPMD Program Compiler (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Frameworks

Intel® Distribution for Python*

Achieve fast math-intensive workload performance without code changes for data science and machine learning problems. This component is part of the Intel® AI Analytics Toolkit.

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Intel® Distribution for Python (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release updated

Intel® Extension for PyTorch*

In collaboration with Facebook, this popular DL framework is now directly combined with many Intel optimizations to provide superior performance on IA. This package provides the binary version of latest Pytorch release for CPU and further adds Intel extensions and bindings with oneAPI Collective Communications Library (oneCCL) for efficient distributed training. This component is part of the Intel® AI Analytics Toolkit.

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For standalone installation, make sure to first install Intel® Neural Compressor first, in order for Intel® Optimization for PyTorch to install correctly.
If you already installed Intel Optimization for PyTorch, uninstall it, and then install Intel Neural Compressor before you reinstall Intel Optimization for PyTorch.
To uninstall Intel Optimization for PyTorch follow the removal instructions for the specific installation method that you used.

Intel® Extension for PyTorch (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Extension for TensorFlow*

In collaboration with Google, TensorFlow has been directly optimized for Intel® architecture (IA) using the primitives of oneAPI Deep Neural Network Library (oneDNN) to maximize performance. This package provides the latest TensorFlow binary version compiled with CPU enabled settings (--config=mkl). This component is part of the Intel® AI Analytics Toolkit.

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Intel® Extension for TensorFlow (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Performance Libraries

Intel® Distribution of Modin*

Scale data preprocessing across multi-nodes using this intelligent, distributed DataFrame library with an identical API to pandas. This library integrates with OmniSci* in the back end for accelerated analytics. Available via Anaconda*.

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Intel® Distribution of Modin (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Integrated Performance Primitives

Speed up performance of imaging, signal processing, data compression, and more. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® Integrated Performance Primitives (version 2021.9.0) has been updated to include functional and security updates. Users should update to the latest version.

2021.9.0 Release

Intel® Integrated Performance Primitives Cryptography

A secure, fast, and lightweight library of building blocks for cryptography, highly optimized for various Intel® CPUs. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® Integrated Performance Primitives Cryptography (version 2021.8.0) have been updated to include functional and security updates. Users should update to the latest version.

2021.8.0 Release

Intel® MPI Library

Use this standards-based MPI implementation to deliver flexible, efficient, scalable cluster messaging on Intel® architecture. This component is part of the Intel® oneAPI HPC Toolkit.

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Intel® MPI Library (version 2021.10.0) have been updated to include functional and security updates. Users should update to the latest version.

2021.10.0 Releases

Intel® oneAPI Collective Communications Library (oneCCL)

Implement optimized communication patterns to distribute deep learning model training across multiple nodes. This component is part of the Intel® oneAPI Base Toolkit and the Intel® oneAPI DL Framework Developer Toolkit.

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Intel® oneAPI Collective Communications Library (version 2021.10.0) has been updated to include functional and security updates. Users should update to the latest version.

2021.10.0 Release

Intel® oneAPI Deep Neural Network Library (oneDNN)

Develop fast neural networks on Intel® CPUs and GPUs with performance-optimized building blocks. This component is part of the Intel® oneAPI Base Toolkit and the Intel® oneAPI DL Framework Developer Toolkit.

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Intel® Deep Neural Network Library (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® oneAPI DPC++ Library (oneDPL)

Speed up data parallel workloads with these key productivity algorithms and functions.

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Intel® oneAPI DPC++ Library (version 2022.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2022.2.0 Release

Intel® oneAPI Math Kernel Library (oneMKL)

Accelerate math processing routines, including matrix algebra, fast Fourier transforms (FFT), and vector math. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® Math Kernel Library (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® oneAPI Threading Building Blocks (oneTBB)

Simplify parallelism with this advanced threading and memory-management template library. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® oneAPI Threading Building Blocks (version 2021.10.0) has been updated to include functional and security updates. Users should update to the latest version.

2021.10.0 Release

Intel® oneAPI Video Processing Library (oneVPL)

Deliver fast, high-quality, real-time video decoding, encoding, transcoding, and processing for broadcasting, live streaming and VOD, cloud gaming, and more. This component is part of the Intel® oneAPI Base Toolkit.

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Intel® oneAPI Video Processing Library (version 2023.1.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.1.0 Release

Rendering and Ray Tracing Libraries

Intel® Embree Ray Tracing Library

Improve the performance of photo-realistic rendering applications with this library of ray tracing kernels. The kernels are optimized for the latest Intel® processors with support for Intel® Streaming SIMD Extensions [4.2] through to the latest Intel® Advanced Vector Extensions 512. This component is part of the Intel® oneAPI Rendering Toolkit.

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Intel® Embree Ray Tracing Library (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Open Image Denoise

Improve image quality with machine learning algorithms that selectively filter visual noise. This independent component can be used for noise reduction on 3D rendered images, with or without Intel Embree. This component is part of the Intel® oneAPI Rendering Toolkit.

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Intel® Open Image Denoise (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Open Path Guiding Library (Intel® Open PGL)

Increase rendering performance by improving the sampling quality of complex light transport effects. Facilitate state-of-the-art path-guiding algorithms into your renderer. This component is part of the Intel® oneAPI Rendering Toolkit.

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Intel® Open Path Guiding Library (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® Open Volume Kernel Library (Open VKL)

Enable rendering and simulation processing of 3D spatial data with low-level volumetric data-processing algorithms. This component is part of the Intel® oneAPI Rendering Toolkit.

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Intel® Open Volume Kernel Library (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® OSPRay

Use this ray tracing engine to develop interactive, high-fidelity, visualization applications. This component is part of the Intel® oneAPI Rendering Toolkit.

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Intel® OSPRay (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release

Intel® OSPRay Studio

Perform high-fidelity, ray traced, interactive, and real-time rendering through a graphical user interface with this new scene graph application addition to Intel OSPRay. This component is part of the Intel® oneAPI Rendering Toolkit.

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Intel® OSPRay Studio (version 2023.2.0) has been updated to include functional and security updates. Users should update to the latest version.

2023.2.0 Release