ColossalAI/examples/images/vit/run_benchmark.sh

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set -xe
pip install -r requirements.txt
export BS=8
export MEMCAP=0
export GPUNUM=1
for BS in 8 32
do
for PLUGIN in "torch_ddp" "torch_ddp_fp16" "low_level_zero" "gemini" "hybrid_parallel"
do
MODEL_PATH="google/vit-base-patch16-224"
torchrun \
--standalone \
--nproc_per_node 4 \
vit_benchmark.py \
--model_name_or_path ${MODEL_PATH} \
--mem_cap ${MEMCAP} \
--plugin ${PLUGIN} \
--batch_size ${BS}
done
done