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set -x
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# distplan in ["CAI_ZeRO1", "CAI_ZeRO2", "CAI_Gemini", "Pytorch_DDP", "Pytorch_ZeRO"]
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export DISTPLAN=${DISTPLAN:-"CAI_Gemini"}
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# The following options only valid when DISTPLAN="colossalai"
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export GPUNUM=${GPUNUM:-1}
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export BATCH_SIZE=${BATCH_SIZE:-16}
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export MODEL_TYPE=${MODEL_TYPE:-"gpt2_medium"}
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export TRAIN_STEP=${TRAIN_STEP:-10}
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# export PYTHONPATH=$PWD:$PYTHONPATH
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mkdir -p gemini_logs
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torchrun --standalone --nproc_per_node=${GPUNUM} ./train_gpt_demo.py \
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--model_type=${MODEL_TYPE} \
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--batch_size=${BATCH_SIZE} \
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--distplan=${DISTPLAN} \
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--train_step=${TRAIN_STEP} \
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2>&1 | tee ./gemini_logs/${MODEL_TYPE}_${DISTPLAN}_gpu_${GPUNUM}_bs_${BATCH_SIZE}.log
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