.. 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.

Train with MindSpore
==========================

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Quick Start

   quick_start/quick_start
   quick_start/linear_regression
   quick_start/quick_video

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Basic Use

   use/data_preparation
   use/defining_the_network
   use/save_model
   use/load_model_for_inference_and_transfer
   use/publish_model

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Process Data

   advanced_use/convert_dataset
   advanced_use/optimize_data_processing

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Build Networks

   advanced_use/custom_operator
   advanced_use/migrate_script

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Model Optimization

   advanced_use/debug_in_pynative_mode
   advanced_use/custom_debugging_info
   advanced_use/visualization_tutorials
   advanced_use/enable_auto_augmentation
   advanced_use/evaluate_the_model_during_training

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Performance Optimization

   advanced_use/distributed_training_tutorials
   advanced_use/enable_mixed_precision
   advanced_use/enable_graph_kernel_fusion
   advanced_use/apply_gradient_accumulation

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Model Compression   

   advanced_use/apply_quantization_aware_training

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Model Security and Privacy

   advanced_use/improve_model_security_nad
   advanced_use/protect_user_privacy_with_differential_privacy
   advanced_use/test_model_security_fuzzing

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Application

   advanced_use/cv
   advanced_use/nlp