ACK集群实现弹性裸金属AI训练 - 容器服务 Kubernetes 版 ACK - 阿里云

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        pc

0.0.201

本文介绍弹性裸金属AI训练的场景描述、解决问题、架构图及操作参考链接。

场景描述

本方案适用于AI图片训练场景，尤其是对性能要求苛刻、业务交付紧迫的场景。例如自动驾驶的模型训练（图片）等AI模型训练的场景。本方案使用了SCC超级计算集群，采用弹性裸金属GPU服务器、并行文件系统CPFS、RDMA网络、阿里云容器服务Kubernetes版和飞天AI加速训练工具，提供性能稳定的训练环境，保障业务能力。

解决问题

搭建AI图片训练基础环境。
使用CPFS存储训练数据。
使用飞天AI加速训练工具加速训练。
使用Arena一键提交作业。

架构图

反馈

上一篇：实现基于弹性计算的AI推理下一篇：ACK集群实现GPU AI模型训练

本页导读（1）

场景描述

解决问题

架构图

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