Using GPU in VM for YOLOv3 training

Question

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!

Answer 1

@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://learn.microsoft.com/en-us/azure/virtual-machines/sizes-gpu
https://learn.microsoft.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://learn.microsoft.com/en-us/azure/machine-learning/how-to-configure-environment
Deploy models to AKS(GPU) - https://learn.microsoft.com/en-us/azure/machine-learning/how-to-deploy-azure-kubernetes-service
Consume models in AKS.