Add inferencing server and mlops sample

liupeirong / MLOpsManufacturing

Demonstrate samples and good engineering practice for operationalizing machine learning solutions.

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Closed alancast closed 2 years ago

alancast commented 2 years ago

This PR adds a sample that includes:

grpc inferencing service that can run on the edge
Integration testing examples for docker containers
Model training code
AML pipelines
Docs explaining design and implementation (and instructions for how to change to meet your use case)
PR/CI/CD pipelines for all components