On Sunday and the Intel HPC Developer Conference in Denver during his keynote presentation, Intel’s senior vice president, chief architect, and general manager of architecture, graphics, and software Raja Koduri announced the oneAPI initiative, the product beta release, and the Data Parallel C++ (DPC++) programming language that allows developers to target CPUs, GPUs, FPGAs, and other hardware accelerators with one source code document. (See “Intel Unveils New GPU Architecture with High-Performance Computing and AI Acceleration, and oneAPI Software Stack with Unified and Scalable Abstraction for Heterogeneous Architectures.”) The oneAPI initiative is part of Intel’s data-centric strategy and is aimed at substantially easing the development of application code with a laser focus on the convergence of AI and HPC, which are the top trends driving today’s most ambitious industrial innovations and scientific breakthroughs. (Click here for the Intel oneAPI developer’s page.)
The Intel oneAPI beta release supports two different programming styles – direct programming through DPC++ and API-based programming – to provide an efficient unified development model that can offer full, native code performance across a range of heterogeneous processing hardware. The oneAPI initiative – specifications are available at the oneapi.com Web site, along with a call for industry and community comment – is a cross-industry, open, standards-based, unified and simplified programming model for application development across heterogeneous processing architectures including CPUs, GPUs, FPGAs, and other hardware accelerators —with an eye towards enabling faster application performance, fostering more developer productivity, and empowering greater innovation.
The oneAPI industry initiative also represents a software development style that shifts away from single-architecture, single-vendor programming models in favor of scalable heterogeneous architectures. Consequently, the oneAPI initiative encourages the development of compatible oneAPI implementations in the form of toolkits, plug-ins, and add-ons for heterogeneous architectures across the broad ecosystem.
DPC++ is built upon the ISO C++ and Khronos SYCL standards. It extends these standards by providing explicit parallel constructs and offload interfaces to support a broad range of heterogeneous computing architectures and processors, including CPUs, GPUs, FPGAs, and other hardware accelerators. This flexibility is a cornerstone of Intel’s xPU strategy: to offer a diverse mix of heterogeneous processing architectures that uniquely support diverse AI and HPC workloads. Here’s a video that explores DPC++ in a little more detail:
The oneAPI concept also includes a set of APIs spanning several domains that can benefit from acceleration, including an interface for deep learning; general libraries for linear algebra math, video, and media processing; and others. The oneAPI initiative is just the start of a long software journey – a journey aimed at simplifying software development across diverse data-centric processing architectures.
The initial beta release of the Intel version of oneAPI and the DPC++ programming language are available as tailored toolkit downloads and on the Intel Developers Cloud. This beta release allows developers to learn about oneAPI, to write and test code, and to experiment with the oneAPI environment and the DPC++ language using Intel® CPUs, GPUs, FPGAs.
Currently, the Intel oneAPI beta release supports FPGAs through a download of the Intel® FPGA Add-On for oneAPI Base Toolkit. Here’s a video that explains the use of oneAPI and DPC++ with Intel FPGAs in more detail:
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