提交 acb5244d 编写于 作者: Z zhangyi

change the style of link jumping to Gitee

上级 5f4f6856
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_en/architecture.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_en/architecture.md" target="_blank"><img src="./_static/logo_source.png"></a>
The MindSpore framework consists of the Frontend Expression layer, Graph Engine layer, and Backend Runtime layer.
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# Benchmarks
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_en/benchmark.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_en/benchmark.md" target="_blank"><img src="./_static/logo_source.png"></a>
This document describes the MindSpore benchmarks.
For details about the MindSpore pre-trained model, see [Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/mindspore/model_zoo).
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# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = 'sphinx_rtd_theme'
\ No newline at end of file
html_theme = 'sphinx_rtd_theme'
html_static_path = ['_static']
\ No newline at end of file
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_en/constraints_on_network_construction.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_en/constraints_on_network_construction.md" target="_blank"><img src="./_static/logo_source.png"></a>
## Overview
MindSpore can compile user source code based on the Python syntax into computational graphs, and can convert common functions or instances inherited from nn.Cell into computational graphs. Currently, MindSpore does not support conversion of any Python source code into computational graphs. Therefore, there are constraints on source code compilation, including syntax constraints and network definition constraints. As MindSpore evolves, the constraints may change.
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_en/glossary.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_en/glossary.md" target="_blank"><img src="./_static/logo_source.png"></a>
| Acronym and Abbreviation | Description |
| ----- | ----- |
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_en/operator_list.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_en/operator_list.md" target="_blank"><img src="./_static/logo_source.png"></a>
## mindspore.nn
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_en/roadmap.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_en/roadmap.md" target="_blank"><img src="./_static/logo_source.png"></a>
In general, we will make continuous improvements in the following aspects:
1. Support more preset models.
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/architecture.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/architecture.md" target="_blank"><img src="./_static/logo_source.png"></a>
MindSpore框架架构总体分为MindSpore前端表示层、MindSpore计算图引擎和MindSpore后端运行时三层。
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# 基准性能
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/benchmark.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/benchmark.md" target="_blank"><img src="./_static/logo_source.png"></a>
本文介绍MindSpore的基准性能。MindSpore预训练模型可参考[Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/mindspore/model_zoo)
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html_search_language = 'zh'
html_search_options = {'dict': '../resource/jieba.txt'}
html_static_path = ['_static']
\ No newline at end of file
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/constraints_on_network_construction.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/constraints_on_network_construction.md" target="_blank"><img src="./_static/logo_source.png"></a>
## 概述
MindSpore完成从用户源码到计算图的编译,用户源码基于Python语法编写,当前MindSpore支持将普通函数或者继承自nn.Cell的实例转换生成计算图,暂不支持将任意Python源码转换成计算图,所以对于用户源码支持的写法有所限制,主要包括语法约束和网络定义约束两方面。随着MindSpore的演进,这些约束可能会发生变化。
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/glossary.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/glossary.md" target="_blank"><img src="./_static/logo_source.png"></a>
| 术语/缩略语 | 说明 |
| ----- | ----- |
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/operator_list.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/operator_list.md" target="_blank"><img src="./_static/logo_source.png"></a>
## mindspore.nn
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/roadmap.md)
<a href="https://gitee.com/mindspore/docs/blob/master/docs/source_zh_cn/roadmap.md" target="_blank"><img src="./_static/logo_source.png"></a>
## 预置模型
* CV:目标检测、GAN、图像分割、姿态识别等场景经典模型。
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/computer_vision_application.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/computer_vision_application.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/customized_debugging_information.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/customized_debugging_information.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/distributed_training.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/distributed_training.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/mindspore_cpu_win_install.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/mindspore_cpu_win_install.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Environment Requirements
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/mixed_precision.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/mixed_precision.m" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/model_security.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/model_security.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/nlp_application.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/nlp_application.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/on_device_inference.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/on_device_inference.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/visualization_tutorials.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/advanced_use/visualization_tutorials.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
Scalars, images, computational graphs, and model hyperparameters during training are recorded in files and can be viewed on the web page.
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# a list of builtin themes.
#
html_theme = 'sphinx_rtd_theme'
html_static_path = ['_static']
\ No newline at end of file
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<!-- TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/quick_start/quick_start.md)
- [Implementing an Image Classification Application](#implementing-an-image-classification-application)
- [Overview](#overview)
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<!-- /TOC -->
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/quick_start/quick_start.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
This document uses a practice example to demonstrate the basic functions of MindSpore. For common users, it takes 20 to 30 minutes to complete the practice.
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/data_preparation/converting_datasets.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/data_preparation/converting_datasets.md" target="_blank"><img src="../../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/data_preparation/data_processing_and_augmentation.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/data_preparation/data_processing_and_augmentation.md" target="_blank"><img src="../../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/data_preparation/loading_the_datasets.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/data_preparation/loading_the_datasets.md" target="_blank"><img src="../../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/debugging_in_pynative_mode.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/debugging_in_pynative_mode.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/saving_and_loading_model_parameters.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_en/use/saving_and_loading_model_parameters.md" target="_blank"><img src="../_static/logo_source.png"></a>
## Overview
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/computer_vision_application.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/computer_vision_application.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/custom_operator.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/custom_operator.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/customized_debugging_information.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/customized_debugging_information.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/distributed_training.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/distributed_training.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
在深度学习中,当数据集和参数量的规模越来越大,训练所需的时间和硬件资源会随之增加,最后会变成制约训练的瓶颈。分布式并行训练,可以降低对内存、计算性能等硬件的需求,是进行训练的重要优化手段。根据并行的原理及模式不同,业界主流的并行类型有以下几种:
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/mindspore_cpu_win_install.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/mindspore_cpu_win_install.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 环境要求
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/mixed_precision.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/mixed_precision.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/model_security.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/model_security.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/network_migration.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/network_migration.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/nlp_application.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/nlp_application.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/on_device_inference.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/on_device_inference.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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<!-- TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/use_on_the_cloud.md)
- [在云上使用MindSpore](#在云上使用mindspore)
- [概述](#概述)
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<!-- /TOC -->
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/use_on_the_cloud.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
ModelArts是华为云提供的面向开发者的一站式AI开发平台,集成了昇腾AI处理器资源池,用户可以在该平台下体验MindSpore。
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/visualization_tutorials.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/advanced_use/visualization_tutorials.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
训练过程中的标量、图像、计算图以及模型超参等信息记录到文件中,通过可视化界面供用户查看。
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html_search_language = 'zh'
html_search_options = {'dict': '../resource/jieba.txt'}
html_static_path = ['_static']
\ No newline at end of file
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<!-- /TOC -->
[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/quick_start/quick_start.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/quick_start/quick_start.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/data_preparation/converting_datasets.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/data_preparation/converting_datasets.md" target="_blank"><img src="../../_static/logo_source.png"></a>
## 概述
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/data_preparation/data_processing_and_augmentation.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/data_preparation/data_processing_and_augmentation.md" target="_blank"><img src="../../_static/logo_source.png"></a>
## 概述
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md" target="_blank"><img src="../../_static/logo_source.png"></a>
## 概述
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/debugging_in_pynative_mode.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/debugging_in_pynative_mode.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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[![source](/resource/logo_source.png)](https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/saving_and_loading_model_parameters.md)
<a href="https://gitee.com/mindspore/docs/blob/master/tutorials/source_zh_cn/use/saving_and_loading_model_parameters.md" target="_blank"><img src="../_static/logo_source.png"></a>
## 概述
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