Luo Tao
7 years ago
commit
57157284b2
@ -0,0 +1,86 @@
|
||||
set -e
|
||||
|
||||
function clock_to_seconds() {
|
||||
hours=`echo $1 | awk -F ':' '{print $1}'`
|
||||
mins=`echo $1 | awk -F ':' '{print $2}'`
|
||||
secs=`echo $1 | awk -F ':' '{print $3}'`
|
||||
echo `bc -l <<< "$secs + $mins * 60 + $hours * 3600"`
|
||||
}
|
||||
|
||||
function infer() {
|
||||
unset OMP_NUM_THREADS MKL_NUM_THREADS OMP_DYNAMIC KMP_AFFINITY
|
||||
topology=$1
|
||||
layer_num=$2
|
||||
bs=$3
|
||||
use_mkldnn=$4
|
||||
if [ $4 == "True" ]; then
|
||||
thread=1
|
||||
log="logs/infer-${topology}-${layer_num}-mkldnn-${bs}.log"
|
||||
elif [ $4 == "False" ]; then
|
||||
thread=`nproc`
|
||||
if [ $thread -gt $bs ]; then
|
||||
thread=$bs
|
||||
fi
|
||||
log="logs/infer-${topology}-${layer_num}-${thread}mklml-${bs}.log"
|
||||
else
|
||||
echo "Wrong input $4, use True or False."
|
||||
exit 0
|
||||
fi
|
||||
|
||||
models_in="models/${topology}-${layer_num}/pass-00000/"
|
||||
if [ ! -d $models_in ]; then
|
||||
echo "Training model ${topology}_${layer_num}"
|
||||
paddle train --job=train \
|
||||
--config="${topology}.py" \
|
||||
--use_mkldnn=True \
|
||||
--use_gpu=False \
|
||||
--trainer_count=1 \
|
||||
--num_passes=1 \
|
||||
--save_dir="models/${topology}-${layer_num}" \
|
||||
--config_args="batch_size=128,layer_num=${layer_num}" \
|
||||
> /dev/null 2>&1
|
||||
echo "Done"
|
||||
fi
|
||||
log_period=$((256 / bs))
|
||||
paddle train --job=test \
|
||||
--config="${topology}.py" \
|
||||
--use_mkldnn=$use_mkldnn \
|
||||
--use_gpu=False \
|
||||
--trainer_count=$thread \
|
||||
--log_period=$log_period \
|
||||
--config_args="batch_size=${bs},layer_num=${layer_num},is_infer=True" \
|
||||
--init_model_path=$models_in \
|
||||
2>&1 | tee ${log}
|
||||
|
||||
# calculate the last 5 logs period time of 1280 samples,
|
||||
# the time before are burning time.
|
||||
start=`tail ${log} -n 7 | head -n 1 | awk -F ' ' '{print $2}' | xargs`
|
||||
end=`tail ${log} -n 2 | head -n 1 | awk -F ' ' '{print $2}' | xargs`
|
||||
start_sec=`clock_to_seconds $start`
|
||||
end_sec=`clock_to_seconds $end`
|
||||
fps=`bc <<< "scale = 2; 1280 / ($end_sec - $start_sec)"`
|
||||
echo "Last 1280 samples start: ${start}(${start_sec} sec), end: ${end}(${end_sec} sec;" >> ${log}
|
||||
echo "FPS: $fps images/sec" >> ${log}
|
||||
}
|
||||
|
||||
if [ ! -f "train.list" ]; then
|
||||
echo " " > train.list
|
||||
fi
|
||||
if [ ! -f "test.list" ]; then
|
||||
echo " " > test.list
|
||||
fi
|
||||
if [ ! -d "logs" ]; then
|
||||
mkdir logs
|
||||
fi
|
||||
if [ ! -d "models" ]; then
|
||||
mkdir -p models
|
||||
fi
|
||||
|
||||
# inference benchmark
|
||||
for use_mkldnn in True False; do
|
||||
for batchsize in 1 2 4 8 16; do
|
||||
infer googlenet v1 $batchsize $use_mkldnn
|
||||
infer resnet 50 $batchsize $use_mkldnn
|
||||
infer vgg 19 $batchsize $use_mkldnn
|
||||
done
|
||||
done
|
||||
File diff suppressed because it is too large
Load Diff
|
After Width: | Height: | Size: 13 KiB |
|
After Width: | Height: | Size: 22 KiB |
|
After Width: | Height: | Size: 11 KiB |
|
After Width: | Height: | Size: 18 KiB |
|
Before Width: | Height: | Size: 9.7 KiB After Width: | Height: | Size: 10 KiB |
Some files were not shown because too many files have changed in this diff Show More
Loading…
Reference in new issue