diff --git a/README.md b/README.md index 16d543c6..c2453036 100644 --- a/README.md +++ b/README.md @@ -18,18 +18,18 @@ All modules in this repository adhere to the module structure defined in the the ### SageMaker Modules -| Type | Description | -|-----------------------------------------------------------------------------|-------------------------------------------------| -| [SageMaker Endpoint Module](modules/sagemaker/sagemaker-endpoint/README.md) | Creates SageMaker real-time inference endpoint. | -| [SageMaker Studio Module](modules/sagemaker/sagemaker-studio/README.md) | Creates SageMaker Studio Domain. | +| Type | Description | +|-----------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [SageMaker Endpoint Module](modules/sagemaker/sagemaker-endpoint/README.md) | Creates SageMaker real-time inference endpoint for the specified model package or latest approved model from the model package group | +| [SageMaker Studio Module](modules/sagemaker/sagemaker-studio/README.md) | Provisions secure SageMaker Studio Domain environment, creates example User Profiles for Data Scientist and Lead Data Scientist linked to IAM Roles, and adds lifecycle config | ### Mlflow Modules -| Type | Description | -|-------------------------------------------------------------------------|---------------------------------| -| [Mlflow Image Module](modules/mlflow/mlflow-image/README.md) | Creates Mlflow container image. | -| [Mlflow on AWS Fargate Module](modules/mlflow/mlflow-fargate/README.md) | Runs Mlflow on AWS Fargate. | +| Type | Description | +|-------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [Mlflow Image Module](modules/mlflow/mlflow-image/README.md) | Creates Mlflow Docker container image and pushes the image to Elastic Container Registry | +| [Mlflow on AWS Fargate Module](modules/mlflow/mlflow-fargate/README.md) | Runs Mlflow container on AWS Fargate in a load-balanced Elastic Container Service. Supports Elastic File System and Relational Database Store for metadata persistence, and S3 for artifact store | ### Industry Data Framework (IDF) Modules diff --git a/modules/mlflow/mlflow-fargate/README.md b/modules/mlflow/mlflow-fargate/README.md index 5bd4660b..48822a43 100644 --- a/modules/mlflow/mlflow-fargate/README.md +++ b/modules/mlflow/mlflow-fargate/README.md @@ -1,10 +1,10 @@ -# Mlflow on Fargate module +# Mlflow on AWS Fargate ## Description -This module runs Mlflow on AWS Fargate. +This module runs Mlflow on AWS Fargate as a load-balanced Elastic Container Service. -By default, uses EFS for backend storage. Optionally, an RDS instance can be used for storage. +By default, uses Elastic File System for backend storage and S3 for artifact storage. Optionally, a Relational Database Storage instance can be used for metadata. ### Architecture diff --git a/modules/mlflow/mlflow-image/README.md b/modules/mlflow/mlflow-image/README.md index 6adff988..a88315c8 100644 --- a/modules/mlflow/mlflow-image/README.md +++ b/modules/mlflow/mlflow-image/README.md @@ -1,8 +1,8 @@ -# Mlflow image module +# Mlflow Image ## Description -This module creates an mlflow container image and pushes to the specified ECR. +This module creates an mlflow container image and pushes to the specified Elastic Container Repository. ## Inputs/Outputs