Procedure for AI Configuration - Intergraph Smart Reference Data - Version 10.1 - Training - Hexagon

Intergraph Smart Reference Data Training (10.1)

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English
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Intergraph Smart Reference Data
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Training
Smart Materials/Smart Reference Data Version
10.1

Only a user with AI Configuration privilege can change the mode from inactive to training and training to production. All the users irrespective of their privileges can involve in training the AI Configuration.

Step 1: Select Mapping Type and Mode

  1. Navigate to Integration > Smart 3D > Smart 3D Import.

  2. In the Setup Configuration tab, Click AI Configuration AIC Temp Icon icon. The Configure Auto Mapping window appears.

    • If the user with AI Configuration privilege has Read Only access, then all the fields in the Configure Auto Mapping window will be disabled.

    • If the user with AI Configuration privilege has Deactivated access, then the Configure Auto Mapping window will not open after clicking the AI Configuration AIC Temp Icon icon.

    AI-CONFIG

  3. In the Mapping Type, select either Codelists or Commodity Codes option.

  4. From the Mode drop-down list, select Training if you want to train the configuration or select Production if you want the configuration to be used in the production site.

  5. Click Apply. A progress bar appears indicating that the sampling process has started running in the background. Once the sampling process completes, the Configure Auto Mapping window closes automatically.

Step 2: Training the Configuration

  1. Navigate to Codelists Mappings tab or Commodity Mappings tab based on what you have selected in the Mapping Type of Configure Auto Mapping window and perform one of the following as required:

    • Map the Codelists that are recommended by the Sampling process and are available in the Staging area with the Project/Product Group. For more information, see Map and Import Codelists.

    • Map the Commodity Codes that are recommended by the Sampling process and are available in the Staging area with the Project/Product Group. For more information, see Map and Import Commodity Codes.

      Users without AI Configuration privilege can also perform the mappings.

  2. As you keep progressing in training the Configuration, the following will take place:

    • Accuracy available on top right of the application keeps increasing. Accuracy increases as we map more codelists and commodity codes.

      Accuracy

    • Bulb available on top right of the application keeps blinking indicating that you are training the configuration.

  3. After you train the configuration, navigate back to the Setup Configuration tab.

  4. Click AI Configuration AIC Temp Icon icon. The Configure Auto Mapping window appears.

  5. In the Mode drop-down list, select Production.

  6. Click Apply. The progress bar is displayed indicating that the configuration is changing to Production mode.

  • If the Configuration is in Training mode, the recommendations that appear on clicking Auto map are not based on AI Configuration as the training is still in process.

  • Once the Configuration is in Production mode, the recommendations that appear on clicking Auto map are based on AI Configuration and the mappings done during the training.

    • Click the Review button to download a JSON file, which provides information on how the recommendations are provided. The JSON file can be opened in an editor such as Notepad++. You also need to install the plugin JSON Viewer/ JSON Format.

    • The Review button is enabled or disabled based on the selection of the check box Debug Recommendations in the Administrations > Options > AI Configuration screen. For more information, see Configuration settings in Smart Reference Data.

    • Only AI recommendations debug details are shown.

    • The DBA Setting AI_DEBUG_RECOM needs to be added. For more information, see AI_DEBUG_RECOM.

  • The status of the training is provided at the bottom of the screen.

  • You can navigate to other screens while the Training is in progress.

  • It is recommended that you enable logs and re-login to the application for better tracking.

  • To unmap, right-click the mapped item and click UnMap. When you unmap a parent node, all the mapped items under it are also unmapped.

  • In the training mode, you cannot unmap the parent nodes, if any of its child nodes remain mapped.

When the training mode is applied, only a number of recommended items appear in the Staging area. You cannot unmap the items in the Project/Product Group Data area if they are mapped to items that do not appear in the staging area due to the recommendations provided by AI Configuration.

Options available in Configure Auto Mapping window

These options can be accessed only by the privileged users with complete access.

Import

Using the Import functionality, you can import any pre-existing mappings into the current staging area to train the configuration.

  • Only XLSX file format is supported for import.

  • If the selected file for import contains any non English characters, that record is omitted.

  • The selected file for import should follow a proper structure with only two columns namely "S3D DESCRIPTION" and "SRD DESCRIPTION". Any modification to the structure render the file invalid for import.

  1. Click Import Import-icon icon to import the pre-existing mappings from an external Excel file.

  2. Click Apply. After the import, these pre-existing mappings contribute to the trainings to improve the accuracy of the configuration. Once the mode of configuration is changed to Production, both imported and manually trained mappings are taken into consideration for recommendations in the staging area.

    Import-Process

    You can also do the manual mapping after importing the pre-existing mappings.

Export

The Export functionality allows you to download the mappings along with the pre-existing mappings from the selected configuration and staging area in an Excel file which is available in a zip folder.

To export,

  1. Click the ExportExport-iconicon.

    File-Save As

  2. (Optional) Edit the File Name if required.

    By default, zip file format is selected in Save as Type. You can save the file only in zip format.

  3. (Optional) Select the required folder to save the file. By default, the Downloads folder appears.

  4. Click Save.

    Export-Process

The pre-existing mappings are the external mappings that are imported into the staging area.

Reset

The Reset functionality resets the Configuration to Inactive mode and the bulb gets OFF. After the reset is done, all the trainings will be deleted and you must re-train from the scratch.

To reset the configuration,

  1. In the Mapping Type, select either Codelists or Commodity Codes option.

  2. Click the Reset Reset AICicon.

    Reset-Process

The manual mappings done in the Codelist or Commodity Code Mappings tab will not be erased even after reset.