@gt_addict  : I have tried with no GPU at all, this does the same thing : problem is either PSU or CPU. I would say this is PSU as CPU rarely break. However as I said previously, I have tested PSU on its own by connectiing green wire to ground and it ran well. Maybe just some part of PSU are broken. The parts that are broken may be the starting parts of the PSU