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+ + + +## 特性背景 +张量可视能够帮助用户直观查看训练过程中的Tensor值,既支持以直方图的形式呈现Tensor的变化趋势,也支持查看某次step的具体Tensor值。Tensor包括权重值、梯度值、激活值等。 +## 总体设计 + +Tensor可视主要是解析由MindSpore的`TensorSummary`算子记录的Tensor数据生成的Summary文件,并把结果返回给前端展示。 + +MindInsight解析时会遵循proto文件(Google Protocol Buffer,是一种高效便捷的结构化数据存储方式)来解析Tensor数据,然后把数据缓存起来,在前端查询特定数据时将其返回供前端展示。 + +Tensor可视支持1-N维的Tensor以表格或直方图的形式展示,对于0维的Tensor,需要通过`ScalarSummary`来记录并在标量可视中展示。 + +在表格视图中,可以查询当前缓存中特定step的Tensor数据,后台通过切片操作使得用户单次可以查询任意0-2维的Tensor数据。 + +在直方图视图中,可以查询当前缓存中所有step的直方图数据。 + +### 后端设计 + +张量可视相关的类主要有`TensorContainer`、`Histogram`以及`TensorProcessor`类,其中`TensorContainer`用于保存Tensor的具体值、维度、数据类型、最大值、最小值、直方图等信息,这里的直方图引用了`Histogram`的数据。`Histogram`用于处理直方图相关的信息,包括保存桶个数,归一化缓存中所有step的直方图数据等。`TensorProcessor`用于处理与Tensor相关的HTTP请求,包括获取当前缓存中特定训练作业,特定tag有多少个step,每个step的Tensor统计信息,特定step的特定维度的Tensor数据(单次支持查询最多某两维的数据)以及特定tag的直方图数据。 + +### 前端设计 + +![tensor_table.png](./images/tensor_table.png) + +图1:表格展示 + +图1将用户所记录的张量以表格的形式展示,包含以下功能: + +- 表格中白色方框显示当前展示的是哪个维度下的张量数据,其中冒号`:`表示当前维度的所有值,可以在方框输入对应的索引(和Python的索引含义一致,支持负值)或者`:`来查询特定维度的张量数据。 +- 拖拽表格下方的空心圆圈可以查询特定步骤的张量数据。 + +![tensor_histogram.png](./images/tensor_histogram.png) + +图2:直方图展示 + +图2将用户所记录的张量以直方图的形式进行展示。 + +### 接口设计 +在张量可视中,主要有文件接口和RESTful API接口,其中文件接口为[summary.proto](https://gitee.com/mindspore/mindspore/blob/master/mindspore/ccsrc/utils/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,是内部接口。 + +#### 文件接口设计 +`summary.proto`文件为总入口,其中张量的数据(TensorProto)存放在Summary的Value中,如下所示: +``` +{ + message Summary { + message Image { + // Dimensions of the image. + required int32 height = 1; + required int32 width = 2; + ... + } + + message Histogram { + message bucket{ + // Counting number of values fallen in [left, left + width). + // For the rightmost bucket, the range is [left, left + width]. + required double left = 1; + required double width = 2; + required int64 count = 3; + } + + repeated bucket buckets = 1; + ... + } + + message Value { + // Tag name for the data. + required string tag = 1; + + // Value associated with the tag. + oneof value { + float scalar_value = 3; + Image image = 4; + TensorProto tensor = 8; + Histogram histogram = 9; + } + } + + // Set of values for the summary. + repeated Value value = 1; +} +``` +而TensorProto的定义在[anf_ir.proto](https://gitee.com/mindspore/mindspore/blob/master/mindspore/ccsrc/utils/anf_ir.proto)文件中。 \ No newline at end of file -- Gitee