From 6ed3e16e852cfff8ecaac4003878d61a18535d2d Mon Sep 17 00:00:00 2001 From: wuyulong11 Date: Thu, 30 Nov 2023 10:42:19 +0800 Subject: [PATCH] =?UTF-8?q?=E3=80=90=E4=BF=AE=E6=94=B9=E4=BF=A1=E6=81=AF?= =?UTF-8?q?=E3=80=91=E3=80=90tbplugin=E3=80=91=E3=80=90=E9=97=AE=E9=A2=98?= =?UTF-8?q?=E5=8D=95=E3=80=91=E8=A1=A5=E5=85=85Memory=E7=95=8C=E9=9D=A2?= =?UTF-8?q?=E5=85=B3=E4=BA=8E=E7=BB=84=E4=BB=B6=E7=BA=A7=E5=92=8C=E8=BF=9B?= =?UTF-8?q?=E7=A8=8B=E7=BA=A7=E5=86=85=E5=AD=98=E7=9A=84=E8=AF=B4=E6=98=8E?= =?UTF-8?q?=20=E3=80=90=E4=BF=AE=E6=94=B9=E4=BA=BA=E3=80=91=20wuyulong=203?= =?UTF-8?q?0031080?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../tensorboard-plugins/tb_plugin/README.md | 26 +++++++++++------- .../docs/images/memory_view_component.PNG | Bin 87731 -> 67733 bytes 2 files changed, 16 insertions(+), 10 deletions(-) diff --git a/plugins/tensorboard-plugins/tb_plugin/README.md b/plugins/tensorboard-plugins/tb_plugin/README.md index 5a9695579e..e049532394 100644 --- a/plugins/tensorboard-plugins/tb_plugin/README.md +++ b/plugins/tensorboard-plugins/tb_plugin/README.md @@ -9,7 +9,7 @@ pandas >= 1.0.0 ,tensorboard >= 2.11.0,protobuf <= 3.20.3 * 安装方式 1. pip安装(推荐) \ - 现本插件已经上传到pypi社区,用户可在python环境下直接通过以下pip指令进行安装: + 现本插件已经上传到pypi社区,用户可在python环境下直接通过以下pip指令进行安装:\ `pip install torch-tb-profiler-ascend` 2. 插件离线方式安装 @@ -125,7 +125,7 @@ ![Alt text](./docs/images/vscode_stack.PNG) - 页面展示了四个饼图和两张表,通过界面的Group By切换表格和饼图。当切换为Operator时,表格已算子名称的维度进行展示,点击某个算子的View CallStack后,此算子会按照Call Stack分类展示算子信息。点击View call frames可以查看算子的调用信息。 + 页面展示了四个饼图和两张表,通过界面的Group By切换表格和饼图。当切换为Operator时,表格以算子名称的维度进行展示,点击某个算子的View CallStack后,此算子会按照Call Stack分类展示算子信息。点击View call frames可以查看算子的调用信息。 当Group By切换为Operator + Input Shape时,算子以name和Input Shape为维度进行展示。 ![Alt text](./docs/images/operator_view_group_by_inputshape.PNG) @@ -176,20 +176,17 @@ ##### Memory View - 展示的是Pytorch Profiler执行过程中算子级内存申请和释放的信息。 - - ![Alt text](./docs/images/memory_view.PNG) - ![Alt text](./docs/images/memory_view_component.PNG) - + 展示的是Pytorch Profiler执行过程中内存申请和释放的信息。 主要包括两张折线图和两张表。可以在 'Device' 下拉框下选择要展示的NPU卡的内存使用信息。Group By可以切换总的内存使用和各个组件内存使用图表。 * Operator - 整个推理过程中,内存使用情况汇总。 + 整个采集过程中,算子内存使用情况汇总。 + ![Alt text](./docs/images/memory_view.PNG) 表格数据代表含义: - * Name: 组件侧算子名称(PTA等)。 + * Name: 算子名称。 * Size: 申请的内存大小。 @@ -201,7 +198,16 @@ * Component - 图展示的是PTA和GE组件内存使用,表格为各个组件内存使用峰值。 + 折线图为算子级上报的PTA侧和GE侧的内存持有和实际使用信息,以及进程级内存申请的趋势变化。表格为组件级内存峰值信息表,展示各NPU组件的内存峰值以及达到峰值的时刻。 + + ![Alt text](./docs/images/memory_view_component.PNG) + 表格数据代表含义: + + * Component: 组件名称。 + + * Peak Memory Reserved: 组件内存持有峰值。 + + * Time: 达到内存峰值的时刻(若存在多个相同峰值则取首次达到峰值时刻)。 ##### Diff View diff --git a/plugins/tensorboard-plugins/tb_plugin/docs/images/memory_view_component.PNG b/plugins/tensorboard-plugins/tb_plugin/docs/images/memory_view_component.PNG index 47687b924a3952460da004504da380adbf6e8781..e4c9e27ad8969f330a3dfeb2b73809dc8989181b 100644 GIT binary patch literal 67733 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