Architecture
Deploy models to the cloud with EMD will use the following components in Amazon Web Services:
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User/Client initiates model deployment task, triggering pipeline to start model building.
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AWS CodeBuild constructs the large model using predefined configuration and publishes it to Amazon ECR.
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AWS CloudFormation creates a model infrastructure stack based on user selection and deploys the model from ECR to AWS services (Amazon SageMaker, EC2, ECS).