* Rewrite gpu_id related code. * Remove normalised/unnormalised operatios. * Address difference between `Index' and `Device ID'. * Modify doc for `gpu_id'. * Better LOG for GPUSet. * Check specified n_gpus. * Remove inappropriate `device_idx' term. * Clarify GpuIdType and size_t.