{"title":"Interfacing SYCL and Python for XPU Programming","authors":"O. Pavlyk, Diptorup Deb","doi":"10.1145/3529538.3529990","DOIUrl":null,"url":null,"abstract":"This paper introduces a new framework to help build and use SYCL-based Python native extensions. We present the core design and implementation detail of the framework that includes an overview of the API, a technique to support asynchronous SYCL kernel execution via Python, and discussion around the usage of Python extension generator tools to build SYCL-based extensions. Details of ongoing work are presented and we demonstrate the development of a performance portable Python native extension that relies on the SYCL-based oneMKL specification.","PeriodicalId":73497,"journal":{"name":"International Workshop on OpenCL","volume":"17 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Workshop on OpenCL","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3529538.3529990","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper introduces a new framework to help build and use SYCL-based Python native extensions. We present the core design and implementation detail of the framework that includes an overview of the API, a technique to support asynchronous SYCL kernel execution via Python, and discussion around the usage of Python extension generator tools to build SYCL-based extensions. Details of ongoing work are presented and we demonstrate the development of a performance portable Python native extension that relies on the SYCL-based oneMKL specification.
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