MindSpore Documentation

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   :maxdepth: 1
   :caption: Design
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   design/auto_gradient
   design/distributed_training_design
   design/mindir
   design/thor
   Design of Visualization↗ <https://www.mindspore.cn/mindinsight/docs/en/r1.8/training_visual_design.html>
   design/glossary

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   :caption: Specification
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   note/benchmark
   note/network_list
   note/operator_list
   note/syntax_list

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   :maxdepth: 1
   :caption: API
   :hidden:

   api_python/mindspore
   api_python/mindspore.amp
   api_python/mindspore.common.initializer
   api_python/mindspore.communication
   api_python/mindspore.dataset
   api_python/mindspore.dataset.audio
   api_python/mindspore.dataset.config
   api_python/mindspore.dataset.text
   api_python/mindspore.dataset.transforms
   api_python/mindspore.dataset.vision
   api_python/mindspore.mindrecord
   api_python/mindspore.nn
   api_python/mindspore.nn.probability
   api_python/mindspore.nn.transformer
   api_python/mindspore.numpy
   api_python/mindspore.ops
   api_python/mindspore.ops.functional
   api_python/mindspore.parallel.nn
   api_python/mindspore.scipy
   api_python/mindspore.boost
   C++ API↗ <https://www.mindspore.cn/lite/api/en/r1.8/api_cpp/mindspore.html>

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   :caption: API Mapping
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   note/api_mapping/pytorch_api_mapping
   note/api_mapping/tensorflow_api_mapping

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   :caption: Migration Guide
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   migration_guide/overview
   migration_guide/preparation
   migration_guide/script_analysis
   migration_guide/script_development
   migration_guide/neural_network_debug
   migration_guide/performance_optimization
   migration_guide/inference
   migration_guide/sample_code

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   :maxdepth: 1
   :caption: FAQ
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   faq/installation
   faq/data_processing
   faq/implement_problem
   faq/network_compilation
   faq/operators_compile
   faq/usage_migrate_3rd
   faq/performance_tuning
   faq/precision_tuning
   faq/distributed_configure
   faq/inference
   faq/feature_advice

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   :caption: RELEASE NOTES
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   RELEASE