for MODEL_TYPE in "gpt2_medium"; do
  for BATCH_SIZE in 16; do
    for GPUNUM in 1 2 4 8; do
      for TPDEGREE in 1 2 4 8; do
        if [ ${TPDEGREE} -gt ${GPUNUM} ]; then
          continue
        fi
        for PLACEMENT in "cpu" "auto"; do
          echo "****************** Begin ***************************"
          echo "* benchmrking MODEL_TYPE ${MODEL_TYPE} BS ${BATCH_SIZE} BS ${BS} GPUNUM ${GPUNUM} TPDEGREE ${TPDEGREE} PLACEMENT ${PLACEMENT}"
          MODEL_TYPE=${MODEL_TYPE} BATCH_SIZE=${BATCH_SIZE} GPUNUM=${GPUNUM} TPDEGREE=${TPDEGREE} PLACEMENT=${PLACEMENT} \
          bash ./run_gemini.sh
          echo "****************** Finished ***************************"
          echo ""
          echo ""
        done
      done
    done
  done
done
