From 28cff63aa6988fb5a240e78d282c67780f087055 Mon Sep 17 00:00:00 2001 From: ougongchang Date: Wed, 29 Jul 2020 00:19:12 +0800 Subject: [PATCH] Add the graph visual design document of MindInsiht --- .../design/mindinsight/graph_visual_design.md | 67 ++++++++++++++++++ .../images/graph_visual_class_design.png | Bin 0 -> 3490 bytes .../mindinsight/images/graph_visual_main.png | Bin 0 -> 54055 bytes .../images/graph_visual_right_side.png | Bin 0 -> 135473 bytes 4 files changed, 67 insertions(+) create mode 100644 docs/source_zh_cn/design/mindinsight/graph_visual_design.md create mode 100644 docs/source_zh_cn/design/mindinsight/images/graph_visual_class_design.png create mode 100644 docs/source_zh_cn/design/mindinsight/images/graph_visual_main.png create mode 100644 docs/source_zh_cn/design/mindinsight/images/graph_visual_right_side.png diff --git a/docs/source_zh_cn/design/mindinsight/graph_visual_design.md b/docs/source_zh_cn/design/mindinsight/graph_visual_design.md new file mode 100644 index 0000000000..1cd8b2591a --- /dev/null +++ b/docs/source_zh_cn/design/mindinsight/graph_visual_design.md @@ -0,0 +1,67 @@ +# 计算图可视设计 + + + +- [计算图可视设计](#计算图可视设计) + - [特性背景](#特性背景) + - [总体设计](#总体设计) + - [概念设计](#概念设计) + - [后端设计](#后端设计) + - [前端设计](#前端设计) + - [接口设计](#接口设计) + - [文件接口设计](#文件接口设计) + + + + + +## 特性背景 +计算图可视的功能,主要协助开发者在下面这些场景中使用。 + + - 开发者在编写深度学习神经网络的代码时,可以使用计算图的功能查看神经网络中算子的数据流走向,以及模型结构。 + - 计算图还可以方便开发者查看指定节点的输入和输出节点,以及所查找的节点的属性信息。 + - 开发者在调试网络时,可以通过可视化的计算图,轻易跟踪数据,包括数据维度、类型的变更等。 + +## 总体设计 + +### 概念设计 + |概念|说明| + |--|--| + |根节点 (root node) 子节点(subnode)|我们根据算子名称中的斜线,对节点划分层级。比如节点A 'Network' 和节点B 'Network/Conv2D',我们称节点A为根节点, 称节点B为节点A的子节点。| + |作用域 (scope)|每个节点都存在一个作用域,子节点的作用域即为父节点的节点名称,比如算子节点 A 'Network/Conv2D',它的作用域为 'Network',即父节点 'Network' 的名称。而根节点的作用域为空字符串。| + |算子节点 (operator node)|节点类型。从保存了计算图的文件中解析出来的原始节点,其对应神经网络代码中一个操作算子,比如Add操作算子。| + |常量节点 (const node)|节点类型。表明算子的常量输入。从保存了计算图的文件中解析出来的常量,并根据其他节点的输入,决定它的作用域,比如常量A,原始名称为 'Const1',由于算子节点B 'Network/Conv2D' 有一个输入是常量A,则复制一个常量A,并将其名称命名为 'Network/Const1',使其作用域与算子节点B一样。| + |参数节点 (parameter node)|节点类型。表明算子的参数输入。| + |命名空间 (name scope)|节点类型,也是作用域类型。以算子节点名字中的斜线(/)进行分割而得到的一种节点类型。比如存在一个名字为 'Network/Conv2D' 的节点 A,根据斜线分割,可以产生一个命名空间节点B,名称为 'Network',在图中展示时,A是B的一个子节点,A的作用域即为B的名称。展开B节点后,才可以看到A节点。| + |聚合节点 (aggregation node)|节点类型,也是作用域类型。在同一个作用域下,当同一种类型的节点过多时,我们会新建一个聚合节点,用来代替这些类型的节点,而这些类型的节点则作为该聚合节点的子节点折叠起来。| + |代理节点 (proxy node)|节点类型。为了优化图中的连线,当节点A与节点B之间的连线过于曲折,我们会在A的旁边新建一个能够代理表示B的节点C,并连线A和C,表明A的数据流向B,而避免了直接连线A和B,导致布局过乱。| + |数据边 (data edge)|连线类型。表明数据的流向,用带箭头的实线表示。比如A->B,表明A有数据流向B。| + |控制边 (control edge)|连线类型。表明算子节点之间执行的依赖关系,用带箭头的虚线表示。比如A-->B,表明A先执行,再执行B。 + |独立布局 (independent layout)|在一些连线比较复杂的场景下,我们将某个节点从原来的连线中提出来,避免其他节点与它相连,相对的在其他节点新建代理节点,使节点与代理节点相连,达到简化连线的关系。比如将参数类型的节点进行聚合,简化了参数节点与其他节点的连线关系。| + +### 后端设计 + +后端的类图如下,主要分为Graph基类和Node两个类,其中MsGraph是继承了Graph基类,用于解析MindSpore ANF的计算图文件。Node类聚合成一张图,与Graph为聚合关系。 + +![类图设计](./images/graph_visual_class_design.png) + +### 前端设计 +数据将通过Web UI进行绘图并展示,前端采用d3-graph-viz 3.x插件进行绘图辅助。 + +![输入图片说明](./images/graph_visual_right_side.png) +图1:辅助功能 + +如图1所示,提供选择文件、查询节点、查看节点信息、节点输入输出等辅助功能。 + +![计算图主体展示](./images/graph_visual_main.png) +图2:计算图主体展示 + +计算图中,根据斜线(/)对节点的名称划分层次,并逐层展示,参考`计算图主体展示`图。双击一个作用域节点后,将会展示它的子节点。 + +## 接口设计 +计算图中,主要有文件接口和RESTful API接口,其中文件接口为`summary.proto`文件,是MindInsight和MindSpore进行数据对接的接口。 +RESTful API接口是MindInsight前后端进行数据交互的接口。 + +### 文件接口设计 +MindSpore与MindInsight之间的数据交互,采用[protobuf](https://developers.google.cn/protocol-buffers/docs/pythontutorial?hl=zh-cn)定义数据格式。 +[summary.proto文件](https://gitee.com/mindspore/mindinsight/blob/master/mindinsight/datavisual/proto_files/mindinsight_summary.proto)为总入口,计算图的消息对象定义为 `GraphProto`。`GraphProto`的详细定义可以参考[anf_ir.proto文件](https://gitee.com/mindspore/mindinsight/blob/master/mindinsight/datavisual/proto_files/mindinsight_anf_ir.proto)。 diff --git a/docs/source_zh_cn/design/mindinsight/images/graph_visual_class_design.png b/docs/source_zh_cn/design/mindinsight/images/graph_visual_class_design.png new 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