Design

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

Specification

Benchmarks
Network List
- MindSpore Network List
Operator 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.functional
mindspore.parallel.nn
mindspore.scipy
mindspore.boost
C++ API↗

API Mapping

PyTorch and MindSpore
TensorFlow and MindSpore

Migration Guide

Overview
Preparation
Network Script Analysis
Network Script Development
Network Debugging
Performance Profiling
Inference Execution
Network Migration Debugging Example

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

»
Network List »
MindSpore Network List
View page source

MindSpore Network List

Please obtain the Network List from ModelZoo.

You can also use MindWizard Tool to quickly generate classic network scripts.

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