[Bug] different performance about batch size on val pipeline and test pipeline

[rkdckddnjs9]

Branch

main branch (1.x version, such as v1.0.0, or dev-1.x branch)

Prerequisite

• I have searched Issues and Discussions but cannot get the expected help.
• I have read the documentation but cannot get the expected help.
• The bug has not been fixed in the latest version.

Environment

Describe the bug

Only the batch_size is different from the val pipeline and test pipeline, but the actual performance is significantly different.
Does anyone know why that is?

Reproduces the problem - code sample

None

Reproduces the problem - command or script

None

Reproduces the problem - error message

None

Additional information

No response