Make the copy to the cpu from the gpu work for empty cuda array.
Make the perform of Sum work in python when their is more then 1 dimenssions

give a warning if we use a numpy version that have a memory leak and that we exeecute code that will hit that leak.

Some c_code regerated by the conv op was hard coding some shape info in some case. When those case are not true, their was no error generated.