Described is an apparatus comprising a first circuitry and a second circuitry. The first circuitry may process a sequence of Graphics Processing Unit (GPU) commands including an instruction carrying a flag that indicates a workload characteristic corresponding with the sequence of GPU commands. The second circuitry may initiate a power-directed parameter adjustment based upon the flag.