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[Benchmark] Benchmark cpp for YOLOv5 (#1260)

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* add GPL lisence

* add GPL-3.0 lisence

* add GPL-3.0 lisence

* add GPL-3.0 lisence

* support yolov8

* add pybind for yolov8

* add yolov8 readme

* add cpp benchmark

* add cpu and gpu mem

* public part split

* add runtime mode

* fixed bugs

* add cpu_thread_nums

* deal with comments

* deal with comments

* deal with comments

* rm useless code

* add FASTDEPLOY_DECL

* add FASTDEPLOY_DECL

* fixed for windows

* mv rss to pss

* mv rss to pss

* Update utils.cc

---------

Co-authored-by: DefTruth <31974251+DefTruth@users.noreply.github.com>
This commit is contained in:
WJJ1995
2023-02-08 15:49:28 +08:00
committed by GitHub
parent 9cd00ad4c5
commit 66f059b65b
25 changed files with 432 additions and 56 deletions
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32
benchmark/python/run_benchmark_yolo.sh Executable file
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echo "[FastDeploy] Running Yolo benchmark..."
num_of_models=$(ls -d yolo_model/* | wc -l)
counter=1
for model in $(ls -d yolo_model/* )
do
echo "[Benchmark-Yolo] ${counter}/${num_of_models} $model ..."
python benchmark_yolo.py --model $model --image 000000014439.jpg --cpu_num_thread 8 --iter_num 1000 --backend paddle --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --cpu_num_thread 8 --iter_num 1000 --backend ort --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --cpu_num_thread 8 --iter_num 1000 --backend ov --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --device gpu --iter_num 1000 --backend ort --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --device gpu --iter_num 1000 --backend paddle --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --device gpu --iter_num 1000 --backend paddle_trt --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --device gpu --iter_num 1000 --backend paddle_trt --enable_trt_fp16 True --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --device gpu --iter_num 1000 --backend trt --enable_collect_memory_info True
python benchmark_yolo.py --model $model --image 000000014439.jpg --device gpu --iter_num 1000 --backend trt --enable_trt_fp16 True --enable_collect_memory_info True
counter=$(($counter+1))
step=$(( $counter % 1 ))
if [ $step = 0 ]
then
wait
fi
done
wait
rm -rf result_yolo.txt
touch result_yolo.txt
cat yolo_model/*.txt >> ./result_yolo.txt
python convert_info.py --txt_path result_yolo.txt --domain yolo --enable_collect_memory_info True