Anomaly task sometimes show large performance drop before and after export, optimize, deploy

[jaegukhyun]

Describe the bug
In regression task, some category of mvtec dataset shows large performance drop before and after export, optimize, deploy

Steps to Reproduce

1. Run regression test

Environment:

• OS:
• Framework version:
• Python version:
• OpenVINO version:
• CUDA/cuDNN version:
• GPU model and memory:

[jaegukhyun]

@ashwinvaidya17 Any update?

[ashwinvaidya17]

@jaegukhyun unfortunately there has been no update. We are currently working on updating the model export and integrating the pre/post-processing steps in the model graph. But this issue i s on our agenda as it affects anomalib as well.