From 9ea44e36ac13a0eab296546de4d5b1dd2d76a9e6 Mon Sep 17 00:00:00 2001 From: unknown <18350830036@163.com> Date: Fri, 11 Aug 2023 10:11:20 +0800 Subject: [PATCH] add sub group intro Change-Id: Ib04133d6c110bc16c1bba853566d3e175fd6f10c --- computing native sub group intro.md | 53 +++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 computing native sub group intro.md diff --git a/computing native sub group intro.md b/computing native sub group intro.md new file mode 100644 index 0000000..14679ae --- /dev/null +++ b/computing native sub group intro.md @@ -0,0 +1,53 @@ +#### **Heterogeneous-Accelerator Migration Sub-group** + +* **Project Facts** +**Project Creation Date:** 2023/08/08 +**Primary Contact:** Lei Huang & huangleiyjy@chinamobile.com +**Project Lead:** Lei Huang & huangleiyjy@chinamobile.com +**Committers:**? Lei Huang & huangleiyjy@chinamobile.com +**Mailing List:**[https://computing-force-network@lists.opendev.org](%3Cspan%3E%3Cdiv%3Ehttps://computing-force-network@lists.opendev.org%3C/div%3E%3C/span%3E) +**Meetings:** Same as CFN bi-weekly meeting +**Repository:** [https://opendev.org/cfn/computing-native](%3Cspan%3E%3Cdiv%3Ehttps://opendev.org/cfn/computing-native%3C/div%3E%3C/span%3E) +**StoryBoard:** [https://storyboard.openstack.org/#!/project_group/computing-force-network](%3Cspan%3E%3Cdiv%3Ehttps://storyboard.openstack.org/#!/project_group/computing-force-network%3C/div%3E%3C/span%3E) + +* **Introduction** + + The intelligent computing ecology is mainly composed of + middleware/framework + tool chain + hardware. Each vendors build + corresponding tool chain around its own hardware, and generates branch + version matching different AI framework. + + The ecosystem is becoming diverse, cross-architecture and cross-stack + migration of upper-layer applications is extremely complex, which brings + development challenges to application developers, computing force + service providers and chip vendors. + + In order to facing ecological challenges, we proposed a technology named + Heterogeneous-Accelerator Migration Technology , the goal of which is to + break the existing compile-link-execute tightly coupled tool chain + ecology, establish a new collaboration mechanism.Shield the underlying + hardware differences, and realize cross-architecture non-sensing + migration and execution of applications. Build traction model of the + intelligent computing industry chain with software as the core, and + prosper the ecology of intelligent computing industry. + + The Heterogeneous-Accelerator Migration Technology architecture mainly + consists of two layers: the heterogeneous-accelerator migration + abstraction layer and the computing force pooling layer. Among them, the + heterogeneous-accelerator migration abstraction layer mainly includes + native interfaces based on a unified programming model and converters, + as well as a hardware-native stack formed by a cross-architecture + comprehensive compiler and runtime, generating a unified executable + program format. The computing force pooling layer mainly consists of + components for heterogeneous computing power registration management, + scheduling, and pooling, achieving unified management and pooled + execution of heterogeneous computing power resources. + +![1b84f41a8453933ca5fdc0e00a4fc660.png](en-resource://database/544:0) + Fig. Initial Architecture of Heterogeneous-Accelerator Migration Technology + +* **Release Planning & Release Notes** +**1. Heterogeneous-Accelerator Migration Technology Solution** +Introduction of Heterogeneous-Accelerator Migration Technology solution, including user guide, architecture description, etc. +**2.Key component image of Heterogeneous-Accelerator Migration Platform** +The model calculation graph and program code for user input will be compiled and run across architectures, and key tool components will be provided.