Flow_Diagrams.md

Flow Diagrams

Note: Below diagrams have to be updated for the latest major release, which introduced the sm-ssh tool and made redundant the additional SSH port forwarding tunnel created by sm-connect-ssh-proxy.

• Training job with SSM
• Training job with SSH
• Local IDE to SageMaker Studio to with SSH

Training job with SSM

This flow corresponds to the Connecting to SageMaker training jobs with SSM procedure.

Training job with SSH

This flow corresponds to the Remote code execution with PyCharm / VSCode over SSH procedure.

Local IDE to SageMaker Studio to with SSH

This flow corresponds to the Local IDE integration with SageMaker Studio over SSH for PyCharm / VSCode procedure.