MindSpore Lite

Obtain MindSpore Lite

  • Downloading MindSpore Lite
  • Building MindSpore Lite

Quick Start

  • Experience C++ Simple Inference Demo
  • Experience Java Simple Inference Demo
  • Android Application Development Based on JNI Interface
  • Android Application Development Based on Java Interface
  • Implement Device Training Based On C++ Interface
  • Implement Device Training Based On Java Interface

Inference on Devices

  • Converting Models for Inference
  • Optimizing the Model (Quantization After Training)
  • Data Preprocessing
  • Executing Model Inference
  • Perform Inference on Mini and Small Systems
  • Application Specific Integrated Circuit Integration Instructions
  • Register Kernel
  • Using Delegate to Support Third-party AI Framework

Training on Devices

  • Creating MindSpore Lite Models
  • Executing Model Training

Other Tools

  • Benchmark Tool
  • Static Library Cropper Tool
  • Visualization Tool
  • Model Obfuscation Tool

References

  • Overall Architecture (Lite)
  • Lite Operator List
  • Codegen Operator List
  • Model List
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