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31 lines
552 B
31 lines
552 B
1 year ago
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set -xe
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pip install -r requirements.txt
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export BS=32
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export MEMCAP=0
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export GPUNUM=1
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# acceptable values include `125m`, `350m`, `1.3b`, `2.7b`, `6.7b`, `13b`, `30b`, `66b`
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export MODEL="125m"
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for BS in 8 32 128
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do
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for PLUGIN in "torch_ddp" "torch_ddp_fp16" "low_level_zero" "gemini"
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do
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for GPUNUM in 1 4
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do
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MODLE_PATH="facebook/opt-${MODEL}"
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torchrun \
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--standalone \
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--nproc_per_node ${GPUNUM} \
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opt_benchmark.py \
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--model_name_or_path ${MODLE_PATH} \
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--mem_cap ${MEMCAP} \
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--plugin ${PLUGIN} \
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--batch_size ${BS}
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done
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done
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done
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