Creating custom rules using the Debugger client library

You can create custom rules to monitor your training job using the Debugger rule APIs and the open source smdebug Python library that provide tools to build your own rule containers.

Prerequisites for creating a custom rule

To create Debugger custom rules, you need the following prerequisites.