mirror of https://github.com/hpcaitech/ColossalAI
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
31 lines
563 B
31 lines
563 B
set -xe
|
|
pip install -r requirements.txt
|
|
|
|
export BS=32
|
|
export MEMCAP=0
|
|
export GPUNUM=1
|
|
|
|
# acceptable values include `125m`, `350m`, `1.3b`, `2.7b`, `6.7b`, `13b`, `30b`, `66b`
|
|
export MODEL="125m"
|
|
|
|
for BS in 8 32 128
|
|
do
|
|
for PLUGIN in "torch_ddp" "torch_ddp_fp16" "low_level_zero" "gemini"
|
|
do
|
|
for GPUNUM in 1 4
|
|
do
|
|
|
|
MODLE_PATH="facebook/opt-${MODEL}"
|
|
colossalai run \
|
|
--nproc_per_node ${GPUNUM} \
|
|
--master_port 29505 \
|
|
opt_benchmark.py \
|
|
--model_name_or_path ${MODLE_PATH} \
|
|
--mem_cap ${MEMCAP} \
|
|
--plugin ${PLUGIN} \
|
|
--batch_size ${BS}
|
|
|
|
done
|
|
done
|
|
done
|