I have successfully run a AML experiment . In the beginning of the experiment, I included the below command to build a conda environment with my requirements into a pre built image:
env = azc.Environment.from_conda_specification(name='my-env', file_path='./envspec.yml')
env.docker.enabled = True
env.docker.base_image = 'mcr.microsoft.com/azureml/openmpi3.1.2-cuda10.1-cudnn7-ubuntu18.04'
I understand that during the preparation phase the image is built with the specified dependencies and the experiment is run.
Now, where I can access this built image? I tried in the Azure container Registry inside my resource group but couldnt find anything.
Is there a way I can download this image and use it in a different experiment as a custom image? I assume this must save time in downloading dependencies and ensures reptroduciblity.
Any known way of doing this?