{"title":"XPU编程中SYCL和Python的接口","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":"{\"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}","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}
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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