mindspore.ops.ImageSummary

class mindspore.ops.ImageSummary[source]

This operator will put an image tensor to a summary file with protocol buffer format. It must be used with SummaryRecord or SummaryCollector, which specify the directory of the summary file. The summary file can be loaded and shown by MindInsight, see MindInsight documents for details.

Inputs:

  • name (str) - The name of the input variable, it must not be an empty string.

  • value (Tensor) - The value of image, the rank of tensor must be 4.

Raises
Supported Platforms:

Ascend GPU CPU

Examples

>>> import mindspore.nn as nn
>>> import mindspore.ops as ops
>>>
>>>
>>> class Net(nn.Cell):
...     def __init__(self):
...         super(Net, self).__init__()
...         self.summary = ops.ImageSummary()
...
...     def construct(self, x):
...         name = "image"
...         self.summary(name, x)
...         return x
...