Get Started

  • 2022.2
  • 04/11/2022
  • Public Content

Next Steps

After successfully building a sample application, Explore SYCL with Samples from Intel and explore the tools in the
Intel® oneAPI Base Toolkit
and
Intel® oneAPI HPC Toolkit
.
Components in the
Intel® oneAPI Base Toolkit
Tool
Description
Intel® oneAPI Math Kernel Library
(oneMKL)
The oneMKL helps you achieve maximum performance with a math computing library of highly optimized, extensively parallelized routines for CPU and GPU. The library has C and Fortran interfaces for most routines on CPU, and DPC++ interfaces for some routines on both CPU and GPU. Get started.
Intel® oneAPI Threading Building Blocks (oneTBB)
oneTBB is a flexible performance library that simplifies the work of adding parallelism to complex applications, even if you're not a threading expert. Learn more.
Intel® Integrated Performance Primitives
Intel® Integrated Performance Primitives (Intel® IPP) is an extensive library of ready-to-use, domain-specific functions that are highly optimized for diverse Intel® architectures. Get Started with Intel® IPP or Get Started with Intel® IPP Cryptography.
Intel® oneAPI Data Analytics Library
The
Intel® oneAPI Data Analytics Library
(
oneDAL
) is a library that helps speed up big data analysis by providing highly optimized algorithmic building blocks for all stages of data analytics (preprocessing, transformation, analysis, modeling, validation, and decision making) in batch, online, and distributed processing modes of computation. The current version of oneDAL provides SYCL* API extensions to the traditional C++ interface. Get started.
Intel® oneAPI Deep Neural Network Library
The
Intel® oneAPI Deep Neural Network Library
(oneDNN) is an open-source performance library for deep learning applications. The library includes basic building blocks for neural networks optimized for Intel® Architecture Processors and Intel
®
Processor Graphics. oneDNN is intended for deep learning applications and framework developers interested in improving application performance on Intel CPUs and GPUs. Get started.
Intel® VTune™ Profiler
Intel® VTune™ Profiler is a performance analysis tool targeted for users developing serial and multithreaded applications. The tool is delivered as a Performance Profiler with Intel Performance Snapshots and supports local and remote target analysis on the Windows* and Linux* platforms. Get started.
Intel® Advisor
Intel® Advisor gives software architects and developers the data and analysis tools they need to build well-threaded and vectorized code that exploits modern hardware capabilities. Get started.
Intel® Distribution for Python*
Develop fast, performant Python code with this set of essential computational packages including NumPy, SciPy, scikit-learn*, and more.
Components in the
Intel® oneAPI HPC Toolkit
Tool
Description
Intel® C++ Compiler Classic
Create code that takes advantage of more cores and built-in technologies in platforms based on Intel® processors. Learn more.
Intel® oneAPI 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*. Get Started.
Learn more about Data Parallel C++ and targeting other accelerators using the following resources:
Resource
Description
Provides details on the oneAPI programming model, including details about SYCL standards, programming for various target accelerators, and introductions to the oneAPI libraries.
A quick start guide for the Intel® Programmable Acceleration Card with Intel® Arria® 10 GX FPGA. This guide provides the instructions to load and run a loopback test, Hello FPGA, in both non-virtualized and virtualized environments.
Learn about the Acceleration Stack for Intel® Xeon® CPUs with FPGAs and other Intel FPGA-based acceleration platforms.
The oneAPI FPGA Optimization Guide provides guidance on leveraging the functionalities of SYCL to optimize your design.
The oneAPI GPU Optimization Guide demonstrates how to improve the behavior of your software by partitioning it across the host and accelerator to specialize portions of the computation that run best on the accelerator. Specialization includes restructuring and tuning the code to create the best mapping of the application to the hardware. The value of oneAPI is that it allows each of these variations to be expressed in a common language with device-specific variants launched on the appropriate accelerator.
For more information about this toolkit, see the https://software.intel.com/content/www/us/en/develop/tools/oneapi/base-toolkit.html page.

Product and Performance Information

1

Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.