ColossalAI/examples/language/gpt/gemini/benchmark_gemini.sh

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for MODEL_TYPE in "gpt2_medium"; do
for DISTPLAN in "CAI_Gemini"; 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 ${MODEL_TYPE} DISTPLAN ${DISTPLAN} GPU ${GPUNUM} BS ${BATCH_SIZE} TP ${TPDEGREE} POLICY ${PLACEMENT}"
MODEL_TYPE=${MODEL_TYPE} DISTPLAN=${DISTPLAN} BATCH_SIZE=${BATCH_SIZE} GPUNUM=${GPUNUM} TPDEGREE=${TPDEGREE} PLACEMENT=${PLACEMENT} \
bash ./run_gemini.sh
echo "****************** Finished ***************************"
echo ""
echo ""
done
done
done
done
done
done