Intel® oneAPI HPC Toolkit

Deliver Fast Applications That Scale across Clusters 

 

  

Optimized Tools for High-Performance Computing

High-performance computing (HPC) is at the core of AI, machine learning, and deep learning applications. Intel® oneAPI HPC Toolkit delivers what developers need to build, analyze, optimize, and scale HPC applications with the latest techniques in vectorization, multithreading, multi-node parallelization, and memory optimization. 

This toolkit includes powerful data-centric libraries and advanced analysis tools.

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Download the Toolkit

Deliver fast C++, Fortran, OpenMP*, and MPI applications that scale.

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Features

Build
Simplify implementation of HPC applications on CPUs and accelerators with Intel’s industry-leading compiler technology and libraries.

    Analyze
    Quickly gauge how your application is performing, how resource use impacts your code, and where it can be optimized to ensure faster cross-architecture performance.

      Scale
      Deploy applications and solutions across shared memory and distributed memory (such as clusters) computing systems using the included standards-driven Intel® MPI Library and benchmarks, MPI analyzer, and cluster tuning tools.

        What's Included

        Intel® SHMEM
        Implement Partitioned Global Address Space (PGAS) programming for host-initiated and device-initiated operations.

         

        Intel® Fortran Compiler
        Compile and optimize standard Fortran code for CPU and GPU architectures.

         

        Intel® MPI Library
        Deliver flexible, efficient, scalable cluster messaging on CPU and GPU architectures and a variety of network fabrics.

         

        Intel® oneAPI DPC++/C++ Compiler
        Compile and optimize standard C++ and SYCL* code for CPU and GPU target architectures.

         

        Intel® DPC++ Compatibility Tool
        Migrate legacy CUDA* code to open multiarchitecture SYCL code with this assistant.

         

        Intel® VTune™ Profiler
        Find and optimize performance bottlenecks across CPU and GPU systems.

         

        Intel® Advisor
        Design code for efficient vectorization, threading, and offloading to accelerators.

         

        Intel® Distribution for GDB*
        Enable deep, system-wide debugging of SYCL, C, C++, and Fortran code.

          Intel® oneAPI DPC++ Library (oneDPL)
          Speed up data parallel workloads with these key productivity algorithms and functions.

           

          Intel® oneAPI Threading Building Blocks (oneTBB)
          Simplify parallelism with this advanced threading and memory-management template library.

           

          Intel® oneAPI Math Kernel Library (oneMKL)
          Accelerate math processing routines that include matrix algebra, fast Fourier transforms (FFT), and vector math.

           

          Intel® Integrated Performance Primitives
          Speed up performance of imaging, signal processing, data compression, cryptography, and more.

           

          Intel® Cryptography Primitives Library
          These secure, fast, lightweight building blocks for cryptography are optimized for Intel CPUs.

           

          Intel® oneAPI Data Analytics Library (oneDAL)
          Boost machine learning and data analytics performance.

           

          Intel® oneAPI Deep Neural Network Library (oneDNN)
          Develop fast neural networks on Intel CPUs and GPUs with performance-optimized building blocks.

           

          Intel® oneAPI Collective Communications Library (oneCCL)
          Implement optimized communication patterns to distribute deep learning model training across multiple nodes.

            Smaller Bundles for Specific Use Cases

            If you do not need all the tools in the Intel oneAPI HPC Toolkit, choose one of the following smaller packages.

            Intel® C++ Essentials

            This bundle is for C++ and SYCL developers who want to compile, debug, and use the most popular performance libraries in the Base Kit for Intel CPUs and GPUs. It includes:

            • Intel® Distribution for GDB*
            • Intel® DPC++ Compatibility Tool
            • Intel® oneAPI DPC++/C++ Compiler
            • oneDPL
            • oneMKL
            • oneTBB

              Intel® Fortran Essentials

              Fortran developers with numeric workloads can use this bundle to compile, debug, and use the most popular performance libraries in the Intel oneAPI HPC Toolkit for Intel CPUs and GPUs.

              • Intel® Fortran Compiler
              • Intel Distribution for GDB
              • Intel MPI Library
              • oneMKL 

                Get Started

                Get Your System Ready

                Check that you have the supported hardware and that your system meets the minimum requirements to install the HPC Kit.

                Download the HPC Kit

                After downloading, follow the Get Started Guide to configure your system and run your first sample.

                Get Started Guide: Linux* |Windows* |Containers

                Download

                Next Steps

                Access samples or run your own workloads with the help of tutorials and training.

                Training

                OpenMP* Offload Basics [self-paced]

                Learn the fundamentals of using OpenMP offload directives to target GPUs, as well as using Intel® C, C++, and Fortran Compilers through hands-on practice in this guided learning path.

                 

                Essentials of SYCL [self-paced]

                Learn the basics of SYCL for heterogeneous computing (CPU, GPU, and AI accelerators) using live sample code on the Intel® Tiber™ AI Cloud.

                Intel® oneAPI Math Kernel Library (oneMKL) Essentials [self-paced]

                Learn how to use oneMKL and its functions to create performant applications and speed up computations with low-level math routines.

                Specifications

                CPUs:

                • Intel® Xeon® processor family
                • Intel® Core™ processor family
                • Other processors that are compatible with Intel® 64 architecture


                GPUs:

                • Intel® UHD Graphics for 11th generation Intel processors or newer
                • Intel® Iris® Xe graphics
                • Intel® Arc™ graphics
                • Intel® Server GPU
                • Intel® Data Center GPU Flex Series
                • Intel® Data Center GPU Max Series 
                • NVIDIA* or AMD* GPUs usingplug-ins from Codeplay*


                Languages:

                • C++ with SYCL
                • Fortran
                  Note Requires Microsoft Visual Studio* on Windows

                  Operating systems:

                  • Windows
                  • Linux


                  Development environments:

                  • Compatible with compilers from Microsoft*, GCC*, Intel, and others that follow established language standards
                  • Windows: Microsoft Visual Studio
                  • Linux: Eclipse*

                    Distributed environments:

                    • MPI


                    OpenFabrics Interface* (OFI) framework implementation supporting the following:

                    • InfiniBand*
                    • iWARP, RDMA over Converged Ethernet (RoCE)
                    • Amazon Web Services Elastic Fabric Adapter (AWS EFA)*
                    • Cornelis Networks*
                    • Ethernet, IP over InfiniBand (IPoIB), IP over Intel OPA

                     

                    For more information, see the system requirements.

                      Get Help

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