Using GPU in VM for YOLOv3 training

Artem Makarov 11 Reputation points
2020-09-03T14:46:28.07+00:00

Hello!
I am the student and i have free azure subscription.
I want to use azure for training my YOLOv3 (darknet).
I created Virtual Machine with Windows 10 but it have no GPU (((
Is there the way to connect GPU to my Azure Virtual Machine (windows)?
Or maybe there is the way to create Virtual Machine with Windows and GPU support?
How can i do this?
Please help!

Azure Data Science Virtual Machines
Azure Data Science Virtual Machines
Azure Virtual Machine images that are pre-installed, configured, and tested with several commonly used tools for data analytics, machine learning, and artificial intelligence training.
68 questions
0 comments

1 answer

Sort by: Most helpful
Most helpful Newest Oldest
  1. Ramr-msft 17,651 Reputation points
    2020-09-04T07:44:18.26+00:00

    @Artem Makarov Thanks for the question. In ml.azure.com you can use the AML notebook VM's. Notebook VM will eventually replace DSVM.
    https://techcommunity.microsoft.com/t5/educator-developer-blog/azure-machine-learning-notebook-vm/ba-p/683785

    Please follow the below document for GPU enabled VM's. You can create an Azure Machine Learning GPU Cluster.
    https://video2.skills-academy.com/en-us/azure/virtual-machines/sizes-gpu
    https://video2.skills-academy.com/en-us/azure/architecture/reference-architectures/ai/training-deep-learning
    https://github.com/Azure/MachineLearningNotebooks/tree/master/how-to-use-azureml/deployment/accelerated-models

    Can you please add more details about the use case that you are trying.

    Training the models locally using local data - https://video2.skills-academy.com/en-us/azure/machine-learning/how-to-configure-environment
    Deploy models to AKS(GPU) - https://video2.skills-academy.com/en-us/azure/machine-learning/how-to-deploy-azure-kubernetes-service
    Consume models in AKS.