为RISC-V处理器启用OpenCL和SYCL

Rod Burns, Colin Davidson, Aidan Dodds
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引用次数: 4

摘要

RISC-V是一个非营利性的成员管理组织,在处理器领域发展势头强劲,拥有900多名成员。该组织的目标之一是构建一个开放的软件平台,为软件开发人员提供一种简单的方法来利用cpu和gpu上已经提供的熟悉的优势。今天,片上系统制造商正在构建基于RISC-V架构的专业加速器处理器,利用与当前gpu上主要看到的计算性能相匹配的矢量化扩展。如果希望成功地将这些新处理器推向市场,那么熟悉且定义良好的编程模型的可用性是绝对必要的。本演讲将深入探讨Codeplay与NSI-TEXE和京都微机合作的工作细节,描述使用多个模拟器将OpenCL和SYCL集成到RISC-V所需的组件。该项目是日本新能源和工业技术开发组织(NEDO)项目的一部分,该项目旨在建造一台强大的超级计算机。虽然Codeplay之前已经为各种处理器架构启用了OpenCL,但在提供可用于多个基于RISC-V的系统的通用集成方面存在许多技术挑战,并且解决方案需要改变方法。通过为RISC-V添加现有的LLVM后端,并创建一个插入OpenCL的集成层,我们已经为来自不同公司的一系列RISC-V处理器构建了一个通用的基础架构。本演讲将解释Codeplay当前的驱动程序接口是如何工作的,以及它是如何适应与多个RISC-V目标集成的,特别是riscvOVPsim和Spike RISC-V ISA模拟器。我们还将讨论一些可用的RISC-V扩展,以及它们如何通过OpenCL帮助暴露RISC-V架构的特定功能。
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Enabling OpenCL and SYCL for RISC-V processors
RISC-V is a non-profit, member managed organization and is gaining momentum in the processor space, with more than 900 members. One of the goals of the organization is to build an open software platform, providing software developers an easy way to harness the familiar benefits already available on CPUs and GPUs. Today, system-on-chip manufacturers are building specialist accelerator processors based on the RISC-V architecture, taking advantage of the Vectorized extensions that match compute performance mostly seen on GPUs today. The availability of a familiar and well defined programming model is an absolute requirement if expecting to successfully bring these new processors to market. This presentation will dive into the details of Codeplay’s work in partnership with NSI-TEXE and Kyoto Microcomputer, describing the components needed to integrate OpenCL and SYCL onto RISC-V using multiple simulators. This project forms part of Japan’s New Energy and Industrial Technology Development Organisation (“NEDO”) project to build a powerful supercomputer. While Codeplay has previously enabled OpenCL for a variety processor architectures, there are a number of technical challenges involved in delivering a generic integration that can be used by multiple RISC-V based systems, and the solution required a change in approach. By adding to the existing LLVM back-end for RISC-V, and creating an integration layer that plugs into OpenCL, we have built a common base architecture for a range of RISC-V processors from different companies. This presentation will explain how Codeplay’s current driver interface works, and how it has been adapted to integrate with multiple RISC-V targets, in particular the riscvOVPsim and Spike RISC-V ISA simulators. We will also talk about some of the RISC-V extensions that are available, and how these can help to to expose features specific to the RISC-V architecture through OpenCL.
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