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%64fF%;C}X&&oYD6$<{u2)XIhtWBAPN%Vwv`Q zhVIJ!_0(!uk8UBgmL-Nv&{l*~aw>cy=Y83g4QG4i%r9_*=AG!$K5oX8%m*j!H&8z5 zamO1Z8tA@usku*e0=G2;eLGtE@NC2_2e_DNq{LCgPHtBd`CA4b6*;_59$cQUy8C;q#MM|x{saWsXtA3Wq(y^>x zFumOCWV4wc59-FY7C5V@pVxEBOdK>~F;e`Pkkd$0@WZUK{yjh8<)}dT_Ekw1<^1U* zI;^7>&B6hNE;wcQU~-wX2njO74{DO2x@*}Cc#9r%*5eM27`43>Ubo{^k>R+QJl?Gf z2)jb!M>ub`HGfy%Xk0N6BynCr!IiG>J!1Fu8V9AgdPaHZ?*7dHL!CVi`@{AH-E5^5 zGw4zmnxAn->?c!I0n-~ zjlMw@yNEc`F&=_q+cjd*x5a-y z&S+Wx^>WEgrJfZLY4I24TL z6lz4luQG@J(j7H({31v>fBiQw`@3h@|JQE;LE-;9gYEBMAp3vuqW^;^%0D;yKfHm` aq`-?0{44_c7Qdd}uaca)Ec)rQH~$Ml>kmKx literal 0 HcmV?d00001 diff --git a/docs/mindspore/source_zh_cn/design/multi_level_compilation.md b/docs/mindspore/source_zh_cn/design/multi_level_compilation.md index 2ca8537e1e..163b9aa35f 100644 --- a/docs/mindspore/source_zh_cn/design/multi_level_compilation.md +++ b/docs/mindspore/source_zh_cn/design/multi_level_compilation.md @@ -104,7 +104,16 @@ O0模式的图优化较少,基础的优化主要为后端LazyInline和No-task ### DryRun -MindSpore的DryRun功能能够在本地环境中模拟大集群中每个rank的内存消耗情况,从而在不依赖实际大集群资源的情况下,进行高效的设备内存模拟。这一功能对于大规模深度学习模型的开发和调试具有重要意义,尤其是在资源受限或开发初期阶段,能够显著提升开发效率和资源利用率。 +在大规模深度学习模型的训练过程中,用户写完网络脚本后,需要多轮试运行,调整并行策略、重计算、负载均衡等相关超参,该流程会消耗大量的device时间,造成资源浪费。MindSpore的Dry Run功能能够在本地环境中模拟大集群中每个rank的内存消耗情况,从而在不依赖实际大集群资源的情况下,进行高效的设备内存和计算性能模拟。因此,dryrun功能对于大规模深度学习模型的开发和调试具有重要意义,尤其是在资源受限或开发初期阶段,能够显著提升开发效率和资源利用率。 + +![dryrun](./images/multi_level_compilation/dryrun.png) + +用户可以根据自己的需求,通过使能环境变量 export MS_SIMULATION_LEVEL=0/1/2/3,设置模拟运行的级别。 +0:模型编译,仅占用CPU资源。用户可以观察到脚本和模型配置是否存在编译问题,如并行策略和设置卡数不匹配、数据集和模型输入长度不匹配等。编译完成后,也可以根据各个模块的编译时间针对性优化。 +1:在0的基础上增加了算子的输入和输出显存统计,仅占用CPU资源。用户可以结合根据统计结果进行显存分析,优化并行策略、调整负载均衡和重计算等与显存相关的超参。 +2:在1的基础上增加了算子的工作内存统计,占用CPU资源与需要模拟的卡数。 +3:在2的基础上增加了计算算子的运行统计,占用CPU资源与需要模拟的卡数。在显存分析的基础上,增加了当前卡的计算算子执行,用户可以结合profile分析计算算子耗时。 +如下图所示,用户可以在不占用大集群的情况下,通过使能不同的模拟级别,观察到图编译与运行时的运行结果,从而修改网络脚本,达到符合预期的性能。 ![jit_level_dryrun](./images/multi_level_compilation/jit_level_dryrun.png) -- Gitee