MindSpore

Quick Start

  • Implementing an Image Classification Application
  • Hands-on Installation and Experience

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

Performance Optimization

  • Distributed training
  • Mixed Precision
  • Graph Kernel Fusion
  • Quantization

Network Migration

  • Network Migration

AI Security and Privacy

  • Model Security
  • Differential Privacy in Machine Learning
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