mirror of https://github.com/hpcaitech/ColossalAI
21 lines
772 B
Bash
21 lines
772 B
Bash
# distplan in ["colossalai", "zero1", "zero2", "torch_ddp", "torch_zero"]
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export DISTPAN=${DISTPAN:-"colossalai"}
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# The following options only valid when DISTPAN="colossalai"
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export GPUNUM=${GPUNUM:-1}
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export TPDEGREE=${TPDEGREE:-1}
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export PLACEMENT=${PLACEMENT:-"cpu"}
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export USE_SHARD_INIT=${USE_SHARD_INIT:-False}
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export BATCH_SIZE=${BATCH_SIZE:-16}
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export MODEL_TYPE=${MODEL_TYPE:-"gpt2_medium"}
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mkdir -p gemini_logs
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torchrun --standalone --nproc_per_node=${GPUNUM} train_gpt_demo.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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--shardinit=${USE_SHARD_INIT} \
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--distplan=${DISTPAN} \
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2>&1 | tee ./gemini_logs/${MODEL_TYPE}_${DISTPAN}_gpu_${GPUNUM}_bs_${BATCH_SIZE}_tp_${TPDEGREE}_${PLACEMENT}.log
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