Thank you for your help but please can you give me some specific TIP what to do ? My images loader is from internet so it should be good. Only PIL, numpy and os used there.

Look at why your data loading is slow

How do you know my data loading is slow ? Or what do you mean by that ?
I am using M2 SSD.