MindSpore

Design

  • Functional Differential Programming
  • Distributed Training Design
  • MindSpore IR (MindIR)
  • Second Order Optimizer
  • Design of Visualization↗
  • Glossary

Specification

  • Benchmarks
  • Network List↗
  • API List
  • Syntax Support

API

  • mindspore
  • mindspore.amp
  • mindspore.common.initializer
  • mindspore.communication
  • mindspore.dataset
  • mindspore.dataset.audio
  • mindspore.dataset.config
  • mindspore.dataset.text
  • mindspore.dataset.transforms
  • mindspore.dataset.vision
  • mindspore.mindrecord
  • mindspore.nn
  • mindspore.nn.probability
  • mindspore.nn.transformer
  • mindspore.numpy
  • mindspore.ops
  • mindspore.ops.function
  • mindspore.rewrite
  • mindspore.scipy
  • mindspore.boost
  • C++ API↗

API Mapping

  • PyTorch and MindSpore API Mapping Table
  • TensorFlow and MindSpore API Mapping Table

Migration Guide

  • Overview
  • Environment Preparation and Information Acquisition
  • Model Analysis and Preparation
  • Constructing MindSpore Network
  • Debugging and Tuning
  • Network Migration Debugging Example
  • FAQs
  • Differences Between MindSpore and PyTorch
  • Using Third-party Operator Libraries Based on Customized Interfaces

FAQ

  • Installation
  • Data Processing
  • Implement Problem
  • Network Compilation
  • Operators Compile
  • Migration from a Third-party Framework
  • Performance Tuning
  • Precision Tuning
  • Distributed Configuration
  • Inference
  • Feature Advice

RELEASE NOTES

  • Release Notes
MindSpore
  • »
  • FAQs
  • View page source

FAQs

View Source On Gitee

MindSpore provides a FAQ during using MindSpore. This chapter also collates the solutions to the set of common problems mentioned in the migration documentation.

  • Web Scripts

    Typical Differences from PyTorch

    API Mapping and Handling Strategy of Missing API

    Dynamic Shape Analysis and Mitigation Program

    Mitigation Program for Sparse Characteristic

    Common Syntax Restrictions and Handling Strategies for Static Graphs

    Notes for MindSpore Web Authoring

  • Network Debugging

    Function Debugging

    Precision Debugging

    Performance Debugging

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