index.rst

.. MindSpore documentation master file, created by
   sphinx-quickstart on Thu Mar 24 09:00:00 2020.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

MindSpore教程
=============

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 快速入门

   quick_start/linear_regression
   quick_start/quick_start
   quick_start/quick_video

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 使用指南

   use/data_preparation/data_preparation
   use/defining_the_network
   use/saving_and_loading_model_parameters
   use/multi_platform_inference

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 应用实践

   advanced_use/computer_vision_application
   advanced_use/nlp_application
   advanced_use/second_order_optimizer_for_resnet50_application
   advanced_use/synchronization_training_and_evaluation
   advanced_use/bert_poetry
   advanced_use/optimize_the_performance_of_data_preparation
   advanced_use/mobilenetv2_incremental_learning

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 模型调优

   advanced_use/debugging_in_pynative_mode
   advanced_use/customized_debugging_information
   advanced_use/visualization_tutorials

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 性能优化

   advanced_use/distributed_training_tutorials
   advanced_use/mixed_precision
   advanced_use/graph_kernel_fusion
   advanced_use/quantization_aware
   advanced_use/gradient_accumulation

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 推理服务

   advanced_use/serving

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 云上使用

   advanced_use/use_on_the_cloud

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: 网络迁移

   advanced_use/network_migration

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: AI安全和隐私

   advanced_use/model_security
   advanced_use/differential_privacy
   advanced_use/fuzzer
   advanced_use/membership_inference