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[openEuler-24.03-LTS-SP1] Add Fail-slow Detection
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#IB42MO
Requirement
huangbin
Opened this issue
2024-11-13 15:51
【特性描述】 AI集群规模大,软硬件链路长,故障诊断涉及昇腾软件栈、AI服务器硬件栈以及跨域诊断,当前千卡集群资源利用率低,慢节点发现准确率较。本特性支持AI集群慢节点快速发现,且检测准确率显著提升,从而提升模型算力利用率,降低训练成本 【特性竞争力】 构建基于资源指标的对比检测技术,支持慢节点快速发现,提升检测准确率,提升模型算力利用率,降低训练成本。 【硬件架构】 NoArch 【特性约束】 NA 【涉及仓库】 https://gitee.com/src-openeuler/gala-anteater 【交付个人/团队】 sig-ops
【特性描述】 AI集群规模大,软硬件链路长,故障诊断涉及昇腾软件栈、AI服务器硬件栈以及跨域诊断,当前千卡集群资源利用率低,慢节点发现准确率较。本特性支持AI集群慢节点快速发现,且检测准确率显著提升,从而提升模型算力利用率,降低训练成本 【特性竞争力】 构建基于资源指标的对比检测技术,支持慢节点快速发现,提升检测准确率,提升模型算力利用率,降低训练成本。 【硬件架构】 NoArch 【特性约束】 NA 【涉及仓库】 https://gitee.com/src-openeuler/gala-anteater 【交付个人/团队】 sig-ops
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