Update content (#34)

Changes to ma_umn from doc-exports#11


This is an automatically created Pull Request for changes to ma_umn in opentelekomcloud-docs/doc-exports#11.
Please do not edit it manually, since update to the original PR will overwrite local changes.
Original patch file, as well as complete rst archive,  can be found in the artifacts of the opentelekomcloud-docs/doc-exports#11
There were patch conflicts, please review original patch file.

Reviewed-by: Artem Goncharov <Artem.goncharov@gmail.com>

umn/source/custom_images/for_training_models/creating_a_training_job_using_a_custom_image_gpu.rst

@@ -28,7 +28,7 @@ Log in to the ModelArts management console and create a training job according t
 
       .. figure:: /_static/images/en-us_image_0000001156920769.png
          :alt: **Figure 1** SWR image address
-      
+
 
          **Figure 1** SWR image address
 

umn/source/data_management/creating_a_dataset.rst

@@ -26,7 +26,7 @@ Procedure
 
       .. figure:: /_static/images/en-us_image_0000001157080905.png
          :alt: **Figure 1** Basic information about a dataset
-      
+
 
          **Figure 1** Basic information about a dataset
 
@@ -36,7 +36,7 @@ Procedure
 
       .. figure:: /_static/images/en-us_image_0000001110761058.png
          :alt: **Figure 2** Selecting a labeling scene and type
-      
+
 
          **Figure 2** Selecting a labeling scene and type
 

umn/source/data_management/importing_data/specifications_for_importing_the_manifest_file.rst

@@ -285,7 +285,7 @@ Text Classification
                "type": "modelarts/text_classification",
                "name": " positive",
                "annotated-by": "human",
-               "creation-time": "2019-01-23 11:30:30"        
+               "creation-time": "2019-01-23 11:30:30"
            } ]
    }
 
@@ -435,7 +435,7 @@ Object Detection
                "annotation-loc": "s3://path/to/annotation1.xml",
                "annotation-format":"PASCAL VOC",
                "annotated-by":"human",
-               "creation-time":"2019-01-23 11:30:30"                
+               "creation-time":"2019-01-23 11:30:30"
            }]
    }
 
@@ -597,7 +597,7 @@ Example:
           <truncated>0</truncated>
           <occluded>0</occluded>
           <difficult>0</difficult>
-          
+
           <polygon>
               <x1>373</x1>
               <y1>264</y1>
@@ -632,14 +632,14 @@ Sound Classification
 
    {
    "source":
-   "s3://path/to/pets.wav", 
+   "s3://path/to/pets.wav",
        "annotation": [
            {
                "type": "modelarts/audio_classification",
-               "name":"cat",    
+               "name":"cat",
                "annotated-by":"human",
                "creation-time":"2019-01-23 11:30:30"
-           } 
+           }
        ]
    }
 
@@ -681,14 +681,14 @@ Speech Paragraph Labeling
        "usage":"TRAIN",
        "annotation":[
            {
-              
+
    "type":"modelarts/audio_segmentation",
                "property":{
                    "@modelarts:start_time":"00:01:10.123",
                    "@modelarts:end_time":"00:01:15.456",
-                  
+
                    "@modelarts:source":"Tom",
-                  
+
                    "@modelarts:content":"How are you?"
                },
               "annotated-by":"human",

umn/source/data_management/introduction_to_data_management.rst

@@ -48,7 +48,7 @@ ModelArts supports datasets of images, audio, text, tables, videos, and other ty
 
       .. figure:: /_static/images/en-us_image_0000001156920919.png
          :alt: **Figure 1** Example of a dataset in free format
-      
+
 
          **Figure 1** Example of a dataset in free format
 

umn/source/data_management/labeling_data/image_classification.rst

@@ -87,7 +87,7 @@ After labeling data, you can modify labeled data on the **Labeled** tab page.
 
    .. figure:: /_static/images/en-us_image_0000001156921011.png
       :alt: **Figure 1** Modifying a label
-   
+
 
       **Figure 1** Modifying a label
 
@@ -102,7 +102,7 @@ After labeling data, you can modify labeled data on the **Labeled** tab page.
 
    .. figure:: /_static/images/en-us_image_0000001157080983.png
       :alt: **Figure 2** Information about all labels
-   
+
 
       **Figure 2** Information about all labels
 

umn/source/data_management/labeling_data/image_segmentation.rst

@@ -69,7 +69,7 @@ The dataset details page provides the **Labeled** and **Unlabeled** tabs. The **
 
    .. figure:: /_static/images/en-us_image_0000001110920986.png
       :alt: **Figure 1** Toolbar
-   
+
 
       **Figure 1** Toolbar
 
@@ -121,7 +121,7 @@ The dataset details page provides the **Labeled** and **Unlabeled** tabs. The **
 
    .. figure:: /_static/images/en-us_image_0000001110761086.gif
       :alt: **Figure 2** Labeling an object outline
-   
+
 
       **Figure 2** Labeling an object outline
 

umn/source/data_management/labeling_data/named_entity_recognition.rst

@@ -42,7 +42,7 @@ Adding Labels
 
    .. figure:: /_static/images/en-us_image_0000001156921015.png
       :alt: **Figure 1** Adding a named entity label (1)
-   
+
 
       **Figure 1** Adding a named entity label (1)
 
@@ -52,7 +52,7 @@ Adding Labels
 
    .. figure:: /_static/images/en-us_image_0000001156921017.png
       :alt: **Figure 2** Adding a named entity label (2)
-   
+
 
       **Figure 2** Adding a named entity label (2)
 

umn/source/data_management/labeling_data/object_detection.rst

@@ -139,7 +139,7 @@ After labeling data, you can modify labeled data on the **Labeled** tab page.
 
       .. figure:: /_static/images/en-us_image_0000001157080933.png
          :alt: **Figure 1** Editing an object detection label
-      
+
 
          **Figure 1** Editing an object detection label
 
@@ -154,7 +154,7 @@ After labeling data, you can modify labeled data on the **Labeled** tab page.
 
    .. figure:: /_static/images/en-us_image_0000001157080935.png
       :alt: **Figure 2** All labels for object detection
-   
+
 
       **Figure 2** All labels for object detection
 

umn/source/data_management/labeling_data/sound_classification.rst

@@ -76,7 +76,7 @@ After labeling data, you can modify labeled data on the **Labeled** tab page.
 
    .. figure:: /_static/images/en-us_image_0000001110761044.png
       :alt: **Figure 1** Information about all labels
-   
+
 
       **Figure 1** Information about all labels
 

umn/source/data_management/labeling_data/speech_labeling.rst

@@ -40,7 +40,7 @@ The dataset details page displays the labeled and unlabeled audio files. The **U
 
    .. figure:: /_static/images/en-us_image_0000001110920914.png
       :alt: **Figure 1** Labeling an audio file
-   
+
 
       **Figure 1** Labeling an audio file
 

umn/source/data_management/labeling_data/speech_paragraph_labeling.rst

@@ -38,7 +38,7 @@ The dataset details page displays the labeled and unlabeled audio files. The **U
 
    .. figure:: /_static/images/en-us_image_0000001157080965.png
       :alt: **Figure 1** Labeling an audio file
-   
+
 
       **Figure 1** Labeling an audio file
 

umn/source/data_management/labeling_data/text_classification.rst

@@ -38,7 +38,7 @@ The dataset details page displays the labeled and unlabeled text files in the da
 
    .. figure:: /_static/images/en-us_image_0000001110760906.png
       :alt: **Figure 1** Labeling for text classification
-   
+
 
       **Figure 1** Labeling for text classification
 
@@ -53,7 +53,7 @@ Adding Labels
 
    .. figure:: /_static/images/en-us_image_0000001157080759.png
       :alt: **Figure 2** Adding a label (1)
-   
+
 
       **Figure 2** Adding a label (1)
 
@@ -63,7 +63,7 @@ Adding Labels
 
    .. figure:: /_static/images/en-us_image_0000001110760912.png
       :alt: **Figure 3** Adding a label (2)
-   
+
 
       **Figure 3** Adding a label (2)
 

umn/source/data_management/labeling_data/text_triplet.rst

@@ -43,7 +43,7 @@ The dataset details page displays the labeled and unlabeled text objects in the
 
    .. figure:: /_static/images/en-us_image_0000001110760968.png
       :alt: **Figure 1** Labeling an entity
-   
+
 
       **Figure 1** Labeling an entity
 
@@ -53,7 +53,7 @@ The dataset details page displays the labeled and unlabeled text objects in the
 
    .. figure:: /_static/images/en-us_image_0000001110920874.png
       :alt: **Figure 2** Labeling a relationship
-   
+
 
       **Figure 2** Labeling a relationship
 

umn/source/data_management/labeling_data/video_labeling.rst

@@ -44,7 +44,7 @@ On the dataset details page, both unlabeled and labeled video files in the datas
 
    .. figure:: /_static/images/en-us_image_0000001110761112.png
       :alt: **Figure 1** Labeling video files
-   
+
 
       **Figure 1** Labeling video files
 
@@ -56,7 +56,7 @@ On the dataset details page, both unlabeled and labeled video files in the datas
 
    .. figure:: /_static/images/en-us_image_0000001156920985.png
       :alt: **Figure 2** File labels
-   
+
 
       **Figure 2** File labels
 

umn/source/data_management/publishing_a_dataset.rst

@@ -79,13 +79,13 @@ The following uses object detection as an example. If a manifest file is importe
 
 .. code-block::
 
-   |-- user-specified-output-path 
-       |-- DatasetName-datasetId 
-           |-- annotation 
-               |-- VersionMame1 
-                   |-- VersionMame1.manifest 
+   |-- user-specified-output-path
+       |-- DatasetName-datasetId
+           |-- annotation
+               |-- VersionMame1
+                   |-- VersionMame1.manifest
                    |-- annotation
-                      |-- file1.xml 
+                      |-- file1.xml
                |-- VersionMame2
                    ...
                |-- ...

umn/source/data_management/team_labeling/introduction_to_team_labeling.rst

@@ -20,7 +20,7 @@ How to Enable Team Labeling
 
    .. figure:: /_static/images/en-us_image_0000001157080899.png
       :alt: **Figure 1** Enabling during dataset creation
-   
+
 
       **Figure 1** Enabling during dataset creation
 
@@ -30,7 +30,7 @@ How to Enable Team Labeling
 
    .. figure:: /_static/images/en-us_image_0000001156921451.png
       :alt: **Figure 2** Creating a team labeling task in a dataset list
-   
+
 
       **Figure 2** Creating a team labeling task in a dataset list
 
@@ -38,7 +38,7 @@ How to Enable Team Labeling
 
    .. figure:: /_static/images/en-us_image_0000001110761582.png
       :alt: **Figure 3** Creating a team labeling task
-   
+
 
       **Figure 3** Creating a team labeling task
 
@@ -46,7 +46,7 @@ How to Enable Team Labeling
 
    .. figure:: /_static/images/en-us_image_0000001110761054.png
       :alt: **Figure 4** Creating a team labeling task on the dataset details page
-   
+
 
       **Figure 4** Creating a team labeling task on the dataset details page
 

umn/source/data_management/team_labeling/member_management.rst

@@ -30,7 +30,7 @@ Adding a Member
 
    .. figure:: /_static/images/en-us_image_0000001156920939.png
       :alt: **Figure 1** Adding a member
-   
+
 
       **Figure 1** Adding a member
 
@@ -38,7 +38,7 @@ Adding a Member
 
    .. figure:: /_static/images/en-us_image_0000001157081267.png
       :alt: **Figure 2** Adding a member
-   
+
 
       **Figure 2** Adding a member
 

umn/source/devenviron_notebook/managing_notebook_instances/creating_a_notebook_instance.rst

@@ -30,7 +30,7 @@ Creating a Notebook Instance
 
       .. figure:: /_static/images/en-us_image_0000001156920885.png
          :alt: **Figure 1** Basic information about a notebook instance
-      
+
 
          **Figure 1** Basic information about a notebook instance
 

umn/source/devenviron_notebook/using_jupyter_notebook/configuring_the_jupyter_notebook_environment/switching_the_cuda_version_on_the_terminal_page_of_a_gpu-based_notebook_instance.rst

@@ -29,6 +29,6 @@ CPU-based notebook instances do not use CUDA. Therefore, the following operation
 
    .. figure:: /_static/images/en-us_image_0000001156920929.png
       :alt: **Figure 1** Example of switching the CUDA version
-   
+
 
       **Figure 1** Example of switching the CUDA version

umn/source/devenviron_notebook/using_jupyter_notebook/configuring_the_jupyter_notebook_environment/using_the_notebook_terminal_function.rst

@@ -18,7 +18,7 @@ Enabling the Notebook Terminal Function
 
    .. figure:: /_static/images/en-us_image_0000001110920980.png
       :alt: **Figure 1** Going to the Terminal page
-   
+
 
       **Figure 1** Going to the Terminal page
 
@@ -35,6 +35,6 @@ You can switch to another AI engine environment in the terminal environment of J
 
    .. figure:: /_static/images/en-us_image_0000001110761076.png
       :alt: **Figure 2** Output after command execution
-   
+
 
       **Figure 2** Output after command execution

umn/source/devenviron_notebook/using_jupyter_notebook/using_the_convert_to_python_file_function.rst

@@ -19,7 +19,7 @@ After code compiling is finished, you can save the entered code as a **.py** fil
 
    .. figure:: /_static/images/en-us_image_0000001156920943.png
       :alt: **Figure 1** Convert to Python File
-   
+
 
       **Figure 1** Convert to Python File
 
@@ -29,6 +29,6 @@ After code compiling is finished, you can save the entered code as a **.py** fil
 
    .. figure:: /_static/images/en-us_image_0000001110761072.png
       :alt: **Figure 2** Setting and saving the configuration
-   
+
 
       **Figure 2** Setting and saving the configuration

umn/source/devenviron_notebook/using_jupyterlab/introduction_to_jupyterlab_and_common_operations.rst

@@ -26,7 +26,7 @@ Opening JupyterLab
 
    .. figure:: /_static/images/en-us_image_0000001110920930.png
       :alt: **Figure 1** JupyterLab homepage
-   
+
 
       **Figure 1** JupyterLab homepage
 

umn/source/exeml/image_classification/preparing_data.rst

@@ -42,10 +42,10 @@ Requirements for Files Uploaded to OBS
 
          ├─<dataset-import-path>
                │      10.jpg
-               │      10.txt    
-               │      11.jpg 
+               │      10.txt
+               │      11.jpg
                │      11.txt
-               │      12.jpg 
+               │      12.jpg
                │      12.txt
 
    -  Images in JPG, JPEG, PNG, and BMP formats are supported. When uploading images on the ModelArts management console, ensure that the size of an image does not exceed 5 MB and the total size of images to be uploaded in one attempt does not exceed 8 MB. If the data volume is large, use OBS Browser+ to upload images.

umn/source/exeml/object_detection/deploying_a_model_as_a_service.rst

@@ -59,7 +59,7 @@ Testing a Service
 
       .. figure:: /_static/images/en-us_image_0000001157080853.png
          :alt: **Figure 1** Illustration for coordinates of four points of a detection box
-      
+
 
          **Figure 1** Illustration for coordinates of four points of a detection box
 

umn/source/exeml/object_detection/preparing_data.rst

@@ -42,12 +42,12 @@ Requirements for Files Uploaded to OBS
 
       .. code-block::
 
-         ├─<dataset-import-path> 
-               │      IMG_20180919_114732.jpg 
-               │      IMG_20180919_114732.xml 
-               │      IMG_20180919_114745.jpg 
-               │      IMG_20180919_114745.xml 
-               │      IMG_20180919_114945.jpg 
+         ├─<dataset-import-path>
+               │      IMG_20180919_114732.jpg
+               │      IMG_20180919_114732.xml
+               │      IMG_20180919_114745.jpg
+               │      IMG_20180919_114745.xml
+               │      IMG_20180919_114945.jpg
                │      IMG_20180919_114945.xml
 
    -  Images in JPG, JPEG, PNG, and BMP formats are supported. When uploading images on the ModelArts console, ensure that the size of an image does not exceed 5 MB and the total size of images to be uploaded in one attempt does not exceed 8 MB. If the data volume is large, use OBS Browser+ to upload images.

umn/source/faqs/development_environment/notebook/how_do_i_enable_the_terminal_function_in_devenviron_of_modelarts.rst

@@ -15,6 +15,6 @@ How Do I Enable the Terminal Function in DevEnviron of ModelArts?
 
    .. figure:: /_static/images/en-us_image_0000001110760910.png
       :alt: **Figure 1** Going to the **Terminal** page
-   
+
 
       **Figure 1** Going to the **Terminal** page

umn/source/model_deployment/real-time_services/testing_a_service.rst

@@ -30,7 +30,7 @@ The input parameters displayed on the **Usage Guides** tab page depend on the mo
 
    .. figure:: /_static/images/en-us_image_0000001156920823.png
       :alt: **Figure 1** Mapping between the configuration file and Usage Guides
-   
+
 
       **Figure 1** Mapping between the configuration file and Usage Guides
 

umn/source/model_deployment/real-time_services/viewing_service_details.rst

@@ -177,7 +177,7 @@ Customized settings can be used in the following scenarios:
 
       .. figure:: /_static/images/en-us_image_0000001157080859.png
          :alt: **Figure 1** Traffic distribution by user
-      
+
 
          **Figure 1** Traffic distribution by user
 
@@ -210,7 +210,7 @@ Customized settings can be used in the following scenarios:
 
       .. figure:: /_static/images/en-us_image_0000001110920910.png
          :alt: **Figure 2** Using the header to access different versions
-      
+
 
          **Figure 2** Using the header to access different versions
 
@@ -224,7 +224,7 @@ Customized settings can be used in the following scenarios:
 
    .. figure:: /_static/images/en-us_image_0000001110761010.png
       :alt: **Figure 3** Customized running parameters added for a customized configuration rule
-   
+
 
       **Figure 3** Customized running parameters added for a customized configuration rule
 

umn/source/model_package_specifications/model_package_specifications.rst

@@ -117,7 +117,7 @@ Model Package Example
       |   |   |── deploy.prototxt (Mandatory) Caffe model file, which contains information such as the model network structure
       |   |   |── resnet.caffemodel (Mandatory) Caffe model file, which contains variable and weight information
       |   |   |── config.json (Mandatory) Model configuration file. The file name is fixed to config.json. Only one model configuration file is supported.
-      |   |   |── customize_service.py  (Optional) Model inference code. The file name is fixed to customize_service.py. Only one model inference code file exists. The files on which customize_service.py depends can be directly stored in the model directory. 
+      |   |   |── customize_service.py  (Optional) Model inference code. The file name is fixed to customize_service.py. Only one model inference code file exists. The files on which customize_service.py depends can be directly stored in the model directory.
 
 -  Structure of the XGBoost-based model package
 
@@ -131,7 +131,7 @@ Model Package Example
       |   |   |── <<Custom Python package>> (Optional) User's Python package, which can be directly referenced in the model inference code
       |   |   |── *.m (Mandatory): Model file whose extension name is .m
       |   |   |── config.json (Mandatory) Model configuration file. The file name is fixed to config.json. Only one model configuration file is supported.
-      |   |   |── customize_service.py  (Optional) Model inference code. The file name is fixed to customize_service.py. Only one model inference code file exists. The files on which customize_service.py depends can be directly stored in the model directory. 
+      |   |   |── customize_service.py  (Optional) Model inference code. The file name is fixed to customize_service.py. Only one model inference code file exists. The files on which customize_service.py depends can be directly stored in the model directory.
 
 -  Structure of the Scikit_Learn-based model package
 
@@ -145,4 +145,4 @@ Model Package Example
       |   |   |── <<Custom Python package>> (Optional) User's Python package, which can be directly referenced in the model inference code
       |   |   |── *.m (Mandatory): Model file whose extension name is .m
       |   |   |── config.json (Mandatory) Model configuration file. The file name is fixed to config.json. Only one model configuration file is supported.
-      |   |   |── customize_service.py  (Optional) Model inference code. The file name is fixed to customize_service.py. Only one model inference code file exists. The files on which customize_service.py depends can be directly stored in the model directory. 
+      |   |   |── customize_service.py  (Optional) Model inference code. The file name is fixed to customize_service.py. Only one model inference code file exists. The files on which customize_service.py depends can be directly stored in the model directory.

umn/source/permissions_management/creating_a_custom_policy.rst

@@ -68,16 +68,16 @@ Example Custom Policies of ModelArts
 
    .. code-block::
 
-      { 
-            "Version": "1.1", 
-            "Statement": [ 
-                  { 
-                "Effect": "Deny", 
-                        "Action": [ 
-                              "modelarts:exemlProject:delete" 
-                        ] 
-                  } 
-            ] 
+      {
+            "Version": "1.1",
+            "Statement": [
+                  {
+                "Effect": "Deny",
+                        "Action": [
+                              "modelarts:exemlProject:delete"
+                        ]
+                  }
+            ]
       }
 
 -  Example: Allowing users to use only development environments
@@ -86,21 +86,21 @@ Example Custom Policies of ModelArts
 
    .. code-block::
 
-      { 
-          "Version": "1.1", 
-          "Statement": [ 
+      {
+          "Version": "1.1",
+          "Statement": [
 
-              { 
-                  "Effect": "Allow", 
-                  "Action": [ 
-                      "modelarts:notebook:list", 
+              {
+                  "Effect": "Allow",
+                  "Action": [
+                      "modelarts:notebook:list",
                       "modelarts:notebook:create" ,
                       "modelarts:notebook:get" ,
                       "modelarts:notebook:update" ,
                       "modelarts:notebook:delete" ,
                       "modelarts:notebook:action" ,
-                      "modelarts:notebook:access" 
-                  ] 
-              } 
-          ] 
+                      "modelarts:notebook:access"
+                  ]
+              }
+          ]
       }

umn/source/permissions_management/creating_a_user_and_granting_permissions.rst

@@ -42,33 +42,33 @@ Example Policies
 
    .. code-block::
 
-      { 
-            "Version": "1.1", 
-            "Statement": [ 
-                  { 
-                "Effect": "Deny", 
-                        "Action": [ 
-                              "modelarts:exemlProject:delete" 
-                        ] 
-                  } 
-            ] 
+      {
+            "Version": "1.1",
+            "Statement": [
+                  {
+                "Effect": "Deny",
+                        "Action": [
+                              "modelarts:exemlProject:delete"
+                        ]
+                  }
+            ]
       }
 
 -  A policy can define multiple permissions, such as the permissions to delete an ExeML version and an ExeML project.
 
    .. code-block::
 
-      { 
-          "Version": "1.1", 
-          "Statement": [ 
-              { 
-                  "Effect": "Allow", 
-                  "Action": [ 
-                      "modelarts:exemlProjectVersion:delete", 
-                      "modelarts:exemlProject:delete" 
-                  ] 
-              } 
-          ] 
+      {
+          "Version": "1.1",
+          "Statement": [
+              {
+                  "Effect": "Allow",
+                  "Action": [
+                      "modelarts:exemlProjectVersion:delete",
+                      "modelarts:exemlProject:delete"
+                  ]
+              }
+          ]
       }
 
 Authentication Logic