diff --git a/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md b/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md index 0ac2c4beb7f7d2c50d507f4f4311ad19284eefce..d5822c32f1155e683824cb439c15327939c82261 100644 --- a/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md +++ b/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md @@ -1,5 +1,7 @@ # Saving and Loading Model Parameters in the Hybrid Parallel Scenario +`Ascend` `GPU` `Model Training` `Intermediate` `Expert` + - [Saving and Loading Model Parameters in the Hybrid Parallel Scenario](#saving-and-loading-model-parameters-in-the-hybrid-parallel-scenario) diff --git a/tutorials/source_en/advanced_use/computer_vision_application.md b/tutorials/source_en/advanced_use/computer_vision_application.md index 80ea21413c44ee9eeb48ab5897121f1b6a97c447..0ff68ce380132d8618de67ad3c7d4ac6ae98399d 100644 --- a/tutorials/source_en/advanced_use/computer_vision_application.md +++ b/tutorials/source_en/advanced_use/computer_vision_application.md @@ -1,5 +1,7 @@ # Computer Vision Applications +`Ascend` `GPU` `Whole Process` `Beginner` `Intermediate` `Expert` + - [Computer Vision Applications](#computer-vision-applications) diff --git a/tutorials/source_en/advanced_use/customized_debugging_information.md b/tutorials/source_en/advanced_use/customized_debugging_information.md index afcdc53f737b0ce5802dda4afd579ed8554d23bc..7f735f6dfdfe3bd00bccb7350e12a7be40902e69 100644 --- a/tutorials/source_en/advanced_use/customized_debugging_information.md +++ b/tutorials/source_en/advanced_use/customized_debugging_information.md @@ -1,5 +1,6 @@ # Customized Debugging Information +`Ascend` `GPU` `CPU` `Model Optimization` `Intermediate` `Expert` diff --git a/tutorials/source_en/advanced_use/dashboard.md b/tutorials/source_en/advanced_use/dashboard.md index 8918a6409182643157c4a68cf84847439f18b525..b41b8c70c90dc07af5b2d7e3b036b6b10fc1c5bb 100644 --- a/tutorials/source_en/advanced_use/dashboard.md +++ b/tutorials/source_en/advanced_use/dashboard.md @@ -1,5 +1,7 @@ # Dashboard +`Ascend` `GPU` `Model Optimization` `Intermediate` `Expert` + - [Dashboard](#dashboard) diff --git a/tutorials/source_en/advanced_use/debugging_in_pynative_mode.md b/tutorials/source_en/advanced_use/debugging_in_pynative_mode.md index e1a0ca07a2ef05e6b87028fb98d6817379981cfe..fd1a93d2764234ec6b91cfae0e07fc6f2fd9bd95 100644 --- a/tutorials/source_en/advanced_use/debugging_in_pynative_mode.md +++ b/tutorials/source_en/advanced_use/debugging_in_pynative_mode.md @@ -1,5 +1,7 @@ # Debugging in PyNative Mode +`Ascend` `GPU` `Model Development` `Beginner` `Intermediate` `Expert` + - [Debugging in PyNative Mode](#debugging-in-pynative-mode) diff --git a/tutorials/source_en/advanced_use/differential_privacy.md b/tutorials/source_en/advanced_use/differential_privacy.md index 7d140ae15502965abca562cb368f7ca10aec3e48..072a5139e41c8e1f4c6751f106722175cf7cbe4a 100644 --- a/tutorials/source_en/advanced_use/differential_privacy.md +++ b/tutorials/source_en/advanced_use/differential_privacy.md @@ -1,5 +1,7 @@ # Differential Privacy in Machine Learning +`Ascend` `Data Preparation` `Model Development` `Model Training` `Model Optimization` `Enterprise` `Expert` + - [Differential Privacy in Machine Learning](#differential-privacy-in-machine-learning) diff --git a/tutorials/source_en/advanced_use/distributed_training_ascend.md b/tutorials/source_en/advanced_use/distributed_training_ascend.md index 919c9de4b95dadfd250c19cb3c4d9609425a3b6e..bc1de3258cd5b2ffe4adacc774c75e6a6aaacdd9 100644 --- a/tutorials/source_en/advanced_use/distributed_training_ascend.md +++ b/tutorials/source_en/advanced_use/distributed_training_ascend.md @@ -1,5 +1,7 @@ # Parallel Distributed Training (Ascend) +`Ascend` `Model Training` `Intermediate` `Expert` + - [Parallel Distributed Training (Ascend)](#parallel-distributed-training-ascend) diff --git a/tutorials/source_en/advanced_use/graph_kernel_fusion.md b/tutorials/source_en/advanced_use/graph_kernel_fusion.md index 35a873a656a541f9f0fa6a2775c80b875c100d7e..76a9bd8642001f4807a1ab417f6725c4e30b6191 100644 --- a/tutorials/source_en/advanced_use/graph_kernel_fusion.md +++ b/tutorials/source_en/advanced_use/graph_kernel_fusion.md @@ -1,5 +1,7 @@ # Graph Kernel Fusion +`Ascend` `Model Optimization` `Intermediate` `Expert` + - [Graph Kernel Fusion](#graph-kernel-fusion) diff --git a/tutorials/source_en/advanced_use/host_device_training.md b/tutorials/source_en/advanced_use/host_device_training.md index c63d735b0cd7b49d5a36026e0f6ed8a8589036e1..135518dff1493f955ed383367b9da18020b9898b 100644 --- a/tutorials/source_en/advanced_use/host_device_training.md +++ b/tutorials/source_en/advanced_use/host_device_training.md @@ -1,5 +1,7 @@ # Host+Device Hybrid Training +`Ascend` `CPU` `Model Training` `Intermediate` `Expert` + - [Host+Device Hybrid Training](#hostdevice-hybrid-training) diff --git a/tutorials/source_en/advanced_use/lineage_and_scalars_comparision.md b/tutorials/source_en/advanced_use/lineage_and_scalars_comparision.md index e4f4b2b8233960d5a00c98b1c0c2430ef722318c..1e79792b6cf3659c3c04e34f6e497cb6f3a9a175 100644 --- a/tutorials/source_en/advanced_use/lineage_and_scalars_comparision.md +++ b/tutorials/source_en/advanced_use/lineage_and_scalars_comparision.md @@ -1,5 +1,7 @@ # Lineage and Scalars Comparision +`Ascend` `GPU` `Model Optimization` `Intermediate` `Expert` + - [Lineage and Scalars Comparision](#lineage-and-scalars-comparision) diff --git a/tutorials/source_en/advanced_use/mindinsight_commands.md b/tutorials/source_en/advanced_use/mindinsight_commands.md index 9c9cd014992171ae92b52d096783a7dab53fc8a2..462b6adc5c24d4362539850b5a73373ca299fd50 100644 --- a/tutorials/source_en/advanced_use/mindinsight_commands.md +++ b/tutorials/source_en/advanced_use/mindinsight_commands.md @@ -1,5 +1,7 @@ # MindInsight Commands +`Ascend` `GPU` `Model Optimization` `Intermediate` `Expert` + diff --git a/tutorials/source_en/advanced_use/mixed_precision.md b/tutorials/source_en/advanced_use/mixed_precision.md index 7d25e7fac5c2be62238f83a836ca4741029df0fa..43bfbbabffc9af388c01cdb3b48a027d1db2ea05 100644 --- a/tutorials/source_en/advanced_use/mixed_precision.md +++ b/tutorials/source_en/advanced_use/mixed_precision.md @@ -1,5 +1,7 @@ # Mixed Precision +`Ascend` `GPU` `Model Training` `Intermediate` `Expert` + - [Mixed Precision](#mixed-precision) diff --git a/tutorials/source_en/advanced_use/model_security.md b/tutorials/source_en/advanced_use/model_security.md index 0b4990aace93c35300d1726b516c767480dec688..c26cdf6b8a2f6b93a3efa75352e592789abd71d3 100644 --- a/tutorials/source_en/advanced_use/model_security.md +++ b/tutorials/source_en/advanced_use/model_security.md @@ -1,5 +1,7 @@ # Model Security +`Ascend` `GPU` `CPU` `Data Preparation` `Model Development` `Model Training` `Model Optimization` `Enterprise` `Expert` + - [Model Security](#model-security) diff --git a/tutorials/source_en/advanced_use/network_migration.md b/tutorials/source_en/advanced_use/network_migration.md index b6e49d57b80fc12bf84080e90bf0670e1b98240d..24c12287b21e6f720aea801536016955daa05322 100644 --- a/tutorials/source_en/advanced_use/network_migration.md +++ b/tutorials/source_en/advanced_use/network_migration.md @@ -1,5 +1,7 @@ # Network Migration +`Ascend` `GPU` `CPU` `Whole Process` `Beginner` `Intermediate` `Expert` + - [Network Migration](#network-migration) diff --git a/tutorials/source_en/advanced_use/nlp_application.md b/tutorials/source_en/advanced_use/nlp_application.md index 814529aa94f8c397e53e89d9aa6343b8134bea16..cd30dbe2e30aa377114f5877ee11ab87914c5d40 100644 --- a/tutorials/source_en/advanced_use/nlp_application.md +++ b/tutorials/source_en/advanced_use/nlp_application.md @@ -1,5 +1,7 @@ # Natural Language Processing (NLP) Application +`GPU` `CPU` `Whole Process` `Beginner` `Intermediate` `Expert` + - [Natural Language Processing (NLP) Application](#natural-language-processing-nlp-application) diff --git a/tutorials/source_en/advanced_use/parameter_server_training.md b/tutorials/source_en/advanced_use/parameter_server_training.md index 2a72815057b8ea1a4fdd26aa44fea6fbc0b4b8b1..880089e3e5a27e932cf11794685a34156022d4b2 100644 --- a/tutorials/source_en/advanced_use/parameter_server_training.md +++ b/tutorials/source_en/advanced_use/parameter_server_training.md @@ -1,5 +1,7 @@ # Parameter Server Training +`Ascend` `Model Training` `Intermediate` `Expert` + - [Parameter Server Training](#parameter-server-training) diff --git a/tutorials/source_en/advanced_use/performance_profiling.md b/tutorials/source_en/advanced_use/performance_profiling.md index f51f31e21189f7378ea5a54130d3bd770fdfbcb1..84aff838b68fd5724e7fce11b8d89b066d24c831 100644 --- a/tutorials/source_en/advanced_use/performance_profiling.md +++ b/tutorials/source_en/advanced_use/performance_profiling.md @@ -1,5 +1,7 @@ # Performance Profiler +`Ascend` `Model Optimization` `Intermediate` `Expert` + - [Performance Profiler](#performance-profiler) diff --git a/tutorials/source_en/advanced_use/quantization_aware.md b/tutorials/source_en/advanced_use/quantization_aware.md index 442df6e174f9cec12ce63cbf4a590b7e75cf7765..4ce552935947180891e8c1d9fadd4beb20eaf033 100644 --- a/tutorials/source_en/advanced_use/quantization_aware.md +++ b/tutorials/source_en/advanced_use/quantization_aware.md @@ -1,5 +1,7 @@ # Quantization +`Ascend` `GPU` `Model Optimization` `Expert` + - [Quantization](#quantization) diff --git a/tutorials/source_en/advanced_use/serving.md b/tutorials/source_en/advanced_use/serving.md index 176cb39bb20f0323b2e478329dc73b59dad46273..658af985a405fbd1a1c8b5cfe64b5dd03e237ae6 100644 --- a/tutorials/source_en/advanced_use/serving.md +++ b/tutorials/source_en/advanced_use/serving.md @@ -1,5 +1,6 @@ # MindSpore-based Inference Service Deployment +`Ascend` `Environmental Setup` `Enterprise` `Expert` diff --git a/tutorials/source_en/advanced_use/summary_record.md b/tutorials/source_en/advanced_use/summary_record.md index 503c2e67cc3cbf9222e38286c9f067ef6b7b594c..cebe6c393def9b71faaa6e6966a9f70ee1b202f0 100644 --- a/tutorials/source_en/advanced_use/summary_record.md +++ b/tutorials/source_en/advanced_use/summary_record.md @@ -1,5 +1,7 @@ # Summary Record +`Ascend` `GPU` `Model Optimization` `Intermediate` `Expert` + - [Summary Record](#summary-record) diff --git a/tutorials/source_en/advanced_use/system_metrics.md b/tutorials/source_en/advanced_use/system_metrics.md index a3cbb991cede6a76d9f8948e0fb0840174b31e08..3ebc930d7176068224e49881619fba1f6ad45fee 100644 --- a/tutorials/source_en/advanced_use/system_metrics.md +++ b/tutorials/source_en/advanced_use/system_metrics.md @@ -1,5 +1,7 @@ # System Metrics +`Ascend` `Model Optimization` `Intermediate` `Expert` + - [Overview](#overview) diff --git a/tutorials/source_en/quick_start/quick_start.md b/tutorials/source_en/quick_start/quick_start.md index 700c262d5650d4c8d9be78ac8c42a6af1f95f283..4e37ef22432b2afc587d9ea73ff92c9b41d08e34 100644 --- a/tutorials/source_en/quick_start/quick_start.md +++ b/tutorials/source_en/quick_start/quick_start.md @@ -1,5 +1,7 @@ # Implementing an Image Classification Application +`Ascend` `GPU` `CPU` `Whole Process` `Beginner` `Intermediate` `Expert` + diff --git a/tutorials/source_en/use/custom_operator.md b/tutorials/source_en/use/custom_operator.md index 3c375b7d653641e722b84c90ac3392fdffbc4571..bbb0ac9b352cf5f88885dbf77f98b9d2b8b9f499 100644 --- a/tutorials/source_en/use/custom_operator.md +++ b/tutorials/source_en/use/custom_operator.md @@ -1,5 +1,7 @@ # Custom Operators +`Ascend` `Model Development` `Expert` + - [Custom Operators](#custom-operators) diff --git a/tutorials/source_en/use/data_preparation/converting_datasets.md b/tutorials/source_en/use/data_preparation/converting_datasets.md index 795d930d32418dde56c0c22c28b2259ab4542421..fd502276d5da25b02bf5ef7a7569e247fbe21155 100644 --- a/tutorials/source_en/use/data_preparation/converting_datasets.md +++ b/tutorials/source_en/use/data_preparation/converting_datasets.md @@ -1,5 +1,7 @@ # Converting Datasets to the Mindspore Data Format +`Ascend` `GPU` `CPU` `Data Preparation` `Beginner` `Intermediate` `Expert` + - [Converting Datasets to the Mindspore Data Format](#converting-datasets-to-the-mindspore-data-format) diff --git a/tutorials/source_en/use/data_preparation/data_processing_and_augmentation.md b/tutorials/source_en/use/data_preparation/data_processing_and_augmentation.md index f11336ee404fb2c2b1a2c347e3c1897dc762899b..47b041273854d09d0b39a10e1609907f1d88076e 100644 --- a/tutorials/source_en/use/data_preparation/data_processing_and_augmentation.md +++ b/tutorials/source_en/use/data_preparation/data_processing_and_augmentation.md @@ -1,5 +1,7 @@ # Data Processing and Augmentation +`Ascend` `GPU` `CPU` `Data Preparation` `Beginner` `Intermediate` `Expert` + - [Data Processing and Augmentation](#data-processing-and-augmentation) diff --git a/tutorials/source_en/use/data_preparation/loading_the_datasets.md b/tutorials/source_en/use/data_preparation/loading_the_datasets.md index 5a9462fc2e6506099854f79346532b25b9946eaf..144ab6c4a0ed3e2a787d2f3419fd5de79a293b88 100644 --- a/tutorials/source_en/use/data_preparation/loading_the_datasets.md +++ b/tutorials/source_en/use/data_preparation/loading_the_datasets.md @@ -1,5 +1,7 @@ # Loading the Dataset +`Ascend` `GPU` `CPU` `Data Preparation` `Beginner` `Intermediate` `Expert` + - [Loading the Dataset](#loading-the-dataset) diff --git a/tutorials/source_en/use/multi_platform_inference.md b/tutorials/source_en/use/multi_platform_inference.md index 080dc3588985fe8fc6dc6ea7e551edc709668625..fb6b5390094717cb7d794137093b5e2f0264bb93 100644 --- a/tutorials/source_en/use/multi_platform_inference.md +++ b/tutorials/source_en/use/multi_platform_inference.md @@ -1,5 +1,7 @@ # Multi-Platform Inference +`Ascend` `GPU` `CPU` `Inference Application` `Beginner` `Intermediate` `Expert` + - [Multi-Platform Inference](#multi-platform-inference) diff --git a/tutorials/source_en/use/saving_and_loading_model_parameters.md b/tutorials/source_en/use/saving_and_loading_model_parameters.md index 34389472531155fa080aa7d0975357de50788e3e..2cd12c3bb6c74d402cec1127e594d441867b507d 100644 --- a/tutorials/source_en/use/saving_and_loading_model_parameters.md +++ b/tutorials/source_en/use/saving_and_loading_model_parameters.md @@ -1,5 +1,7 @@ # Saving and Loading Model Parameters +`Ascend` `GPU` `CPU` `Model Export` `Beginner` `Intermediate` `Expert` + - [Saving and Loading Model Parameters](#saving-and-loading-model-parameters)