MindSpore

Quick Start

  • Implementing an Image Classification Application

Use

  • Data Preparation
  • Defining the Network
  • Saving and Loading Model Parameters
  • Multi-platform Inference

Application

  • Computer Vision Applications
  • Natural Language Processing (NLP) Application

Model Optimization

  • Debugging in PyNative Mode
  • Customized Debugging Information
  • Training Process Visualization
    • Dashboard and Lineage
    • Performance Profiler
    • MindInsight Commands

Performance Optimization

  • Distributed training
  • Mixed Precision

Usage on Device

  • On-Device Inference

Network Migration

  • Network Migration

AI Security and Privacy

  • Model Security
  • Differential Privacy in Machine Learning
MindSpore
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  • Training Process Visualization
  • View page source

Training Process Visualization

  • Dashboard and Lineage
  • Performance Profiler
  • MindInsight Commands
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