yes the operators used during inference for both QAT and PTQ flows will remain the same. On mobile some of the kernels use QNNPACK for inference so the performance may differ on mobile compared to server.
This is due to the requirement of underlying kernels that perform the GEMM operation, i.e. FBGEMM and QNNPACK.