MindSpore Insight Documents

MindSpore Insight is a visualized debugging and optimization tool, which helps users achieve better model precision and performance.

MindSpore Insight visualizes the training process, model performance optimization. You can also use the command line provided by MindSpore Insight to easily search for hyperparameters and migrate models.

MindSpore Insight provides the following functions:

Code repository address: <https://gitee.com/mindspore/mindinsight>

Using MindSpore Insight to Visualize the Training Process

  1. Collecting Data for Visualization

    Use SummaryCollector to record the training information in the training script and then perform the training.

  2. Starting MindSpore Insight for Visualization

    Start the MindSpore Insight service and set the --summary-base-dir parameter to specify the directory for storing the summary log file.

  3. Viewing Training Dashboard

    Open a browser, enter the MindSpore Insight address in the address box, and click Training Dashboard to view details.

Using MindSpore Insight to Analyze the Model Performance

  1. Collecting Data for Analysis

    Call MindSpore Profiler APIs in the training script and then perform training.

  2. Starting MindSpore Insight for Analysis

    Start the MindSpore Insight service and set the --summary-base-dir parameter to specify the directory for storing the performance data.

  3. Analyzing Performance Data

    Open a browser, enter the MindSpore Insight address in the address box, and click Profiling to view and analyze the training performance data.

Installation

Guide

Tuning Guide

References

RELEASE NOTES