But question is that it is working in first 30 or 50 tests. After that, I have this problem. I have also increased the memory but it is not working
Given that we know nothing about these "first 30 or 50 tests" its impossible to explain or provide more explicit advice. You need to instrument your code and figure out what it is sending to the server when the error occurs.