Issue in Sliding window inference during validation due to large image size

[RespectKnowledge]

I have issue in sliding window during validation of 3D segmentation model. I have tried all possibility? But I found cuda memory error. Is it possible to run sliding window on multiple GPU for sw_batch and inputs on cpu.
Thanks in advance.
Abdul