Description
We need the ability to configure two independent batch sizes:
Drift monitor input stream batch size
Continuous Learning (CL) loop batch size
Requirements
Add a config option to set a distinct batch size for the data stream entering the drift monitor.
Add a separate config option to set the CL loop batch size.
Default drift monitor batch size = 1 (process one sample at a time by default).
Acceptance Criteria
Users can set drift monitor batch size without affecting CL loop batch size (and vice versa).
If drift monitor batch size is not set, it defaults to 1.
Existing behavior remains unchanged unless the new options are explicitly set.
Description
We need the ability to configure two independent batch sizes:
Drift monitor input stream batch size
Continuous Learning (CL) loop batch size
Requirements
Add a config option to set a distinct batch size for the data stream entering the drift monitor.
Add a separate config option to set the CL loop batch size.
Default drift monitor batch size = 1 (process one sample at a time by default).
Acceptance Criteria
Users can set drift monitor batch size without affecting CL loop batch size (and vice versa).
If drift monitor batch size is not set, it defaults to 1.
Existing behavior remains unchanged unless the new options are explicitly set.