AWS CDK SageMaker Model Endpoint Deployment

This repository is create SageMaker model and invoke endpoint.

Requirements

• Training Model

Change your own

• Change model data url, ecr repo and more.

# cdk.context.json
{
    "ecr_blazing_text_reponame": "<your_ecr_repo>",
    "model_data_url": "<your_model_path>"
}

Deploy Stack

npm install
cdk diff
cdk deploy

• Deploy with different AWS_PROFILE

cdk --profile another diff

• Deploy into a different AWS region

AWS_REGION=us-west-1 cdk diff

Author

@shazi7804