How To Fix FVD_ML043 - Training is still active for model version &1

SAP Error Message - Details

• Message type: E = Error

• Message class: FVD_ML - Machine Learning

• Message number: 043

• Message text: Training is still active for model version &1

Self-Explanatory Message

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To make things easier, more detailed information is frequently added to describe the issue, how to fix it, and the necessary steps or configuration modifications.

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Smart SAP Assistant

• What is the cause and solution for SAP error message FVD_ML043 - Training is still active for model version &1 ?

  The SAP error message FVD_ML043 indicates that a training process is still active for a specific model version, which prevents certain operations from being performed on that model. This error typically occurs in the context of SAP's machine learning capabilities, particularly when dealing with model management in the SAP Business Technology Platform or SAP S/4HANA.
  Cause:
  The primary cause of this error is that a training job for the specified model version is still running or has not been completed. This can happen if:
  
  The training process was initiated but has not yet finished.
  There was an interruption in the training process, leaving it in an active state.
  The system is trying to perform an operation (like deletion or modification) on a model that is currently being trained.
  
  Solution:
  To resolve the error, you can take the following steps:
  
  
  Check Training Status: 
  
  Navigate to the relevant application or transaction in SAP where you can monitor the status of machine learning models.
  Look for the specific model version indicated by &1 in the error message and check if the training process is still active.
  
  
  
  Wait for Completion: 
  
  If the training process is still running, you may need to wait until it completes. You can monitor the progress through the system logs or the relevant monitoring tools.
  
  
  
  Cancel the Training Job: 
  
  If the training job is stuck or taking too long, you may need to cancel it. This can usually be done through the job management interface in SAP.
  After canceling, ensure that the model version is no longer in an active state.
  
  
  
  Retry the Operation: 
  
  Once the training job is completed or canceled, you can retry the operation that triggered the error.
  
  
  
  Check for System Issues: 
  
  If the issue persists, check for any system errors or logs that might indicate underlying problems with the training process or the model management.
  
  
  
  Related Information:
  
  Transaction Codes: Familiarize yourself with relevant transaction codes such as ML_MODEL, ML_TRAINING, or any specific transaction for monitoring machine learning jobs.
  Documentation: Refer to SAP Help documentation for machine learning model management for detailed procedures and troubleshooting steps.
  Support: If you are unable to resolve the issue, consider reaching out to SAP support for assistance, providing them with the error message and any relevant logs.
  
  By following these steps, you should be able to address the FVD_ML043 error and manage your machine learning models effectively.