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The GPU option is grayed out and the GPU resource cannot be selected

Angela Zhang 21 Reputation points
2022-01-14T09:02:24.747+00:00

(1) Current test status - We successfully debugged a small data case of machine learning using CPU mode.

(2) Problems encountered now - We expect to use GPU mode, import big data, debug machine learning, and test accuracy and performance. We found that the GPU option is grayed out and the GPU resource cannot be selected, It should be quota management issues - No GPU resources available, how can I solve this problem? Thanks.

Azure Synapse Analytics
Azure Synapse Analytics
An Azure analytics service that brings together data integration, enterprise data warehousing, and big data analytics. Previously known as Azure SQL Data Warehouse.
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Accepted answer
  1. Alan Kinane 16,951 Reputation points MVP Volunteer Moderator
    2022-01-14T10:23:20.567+00:00

    I think you have two issues here.

    1 - I don't think the NC series VMs are available for your selected region at this time so you may need to choose another region.

    You can check this here: https://azure.microsoft.com/en-us/global-infrastructure/services/?products=virtual-machines&regions=asia-pacific-east,asia-pacific-southeast

    2 - You will have to request a vCPU quota increase for your Azure subscription for your selected region (if available in that region). By default, the quota is usually set to zero for some of the GPU enabled VMs. Here is how to request a quota increase:

    https://learn.microsoft.com/en-us/azure/azure-portal/supportability/per-vm-quota-requests

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