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Dockerfile and CI pipeline for Docker image #70

@jsleep

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@jsleep

@ashwinsr01 requested to know how to create custom docker images for pymarlin and I don't believe we've shared any in this repo. I will create a PR with a simple Dockerfile that starts from one of the AzureML base images and installs pymarlin[plugins] and potential backends we want to install (apex, opacus, ORT, DeepSpeed)

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