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

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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MindSpore Installation on GPU
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MindSpore Installation on GPU

Install now: https://www.mindspore.cn/install/en

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