32 lines
992 B
Bash
32 lines
992 B
Bash
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:-8}
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export TPDEGREE=${TPDEGREE:-1}
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export PLACEMENT=${PLACEMENT:-"auto"}
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export USE_SHARD_INIT=${USE_SHARD_INIT:-True}
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export BATCH_SIZE=${BATCH_SIZE:-40}
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export MODEL_TYPE=${MODEL_TYPE:-"Llama-7B"}
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export TRAIN_STEP=${TRAIN_STEP:-10}
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# export PYTHONPATH=$PWD:$PYTHONPATH
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if [ ${USE_SHARD_INIT} = "True" ]; then
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USE_SHARD_INIT="--shardinit"
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else
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USE_SHARD_INIT=""
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fi
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mkdir -p gemini_logs
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torchrun --nproc_per_node=${GPUNUM} --rdzv_endpoint=127.0.0.1:23335 run.py \
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--tp_degree=${TPDEGREE} \
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--model_type=${MODEL_TYPE} \
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--batch_size=${BATCH_SIZE} \
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--placement=${PLACEMENT} \
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${USE_SHARD_INIT} \
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--distplan=${DISTPLAN} \
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--train_step=${TRAIN_STEP} \
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2>&1 | tee ./gemini_logs/${MODEL_TYPE}_${DISTPLAN}_gpu_${GPUNUM}_bs_${BATCH_SIZE}_tp_${TPDEGREE}_${PLACEMENT}.log
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