benchmark_parkpow.md

ParkPow Perfomance Benchmark

The results are obtained using benchmark_parkpow.py.

The specifications of the machine used:

• AWS EC2 c6i.8xlarge (32 vCPU, 64 GiB memory)

• Amazon EBS GP3, IOPS 3000, throughput 125 MiB/s

git clone https://github.com/parkpow/deep-license-plate-recognition.git
cd deep-license-plate-recognition
python -m benchmark.benchmark_parkpow

20 cameras, 5000 reads/camera/day, 365 days, total 36,500,500 visits

Dashboard

Range	No filter	License plate search	Filter 1 camera
1 day(s)	9.996ms	170.443ms	279.254ms
7 day(s)	9.219ms	176.996ms	251.912ms
14 day(s)	17.165ms	169.897ms	251.664ms
30 day(s)	13.375ms	300.092ms	250.853ms
60 day(s)	7.645ms	171.984ms	253.802ms

Alerts

Range	No filter	License plate search	Filter 1 camera
1 day(s)	133.365ms	68.908ms	68.877ms
7 day(s)	130.285ms	68.7ms	68.101ms
14 day(s)	130.563ms	66.629ms	68.817ms
30 day(s)	128.659ms	67.013ms	99.468ms
60 day(s)	136.773ms	67.515ms	68.564ms

200 cameras, 5000 reads/camera/day, 365 days total 365,000,000 visits

Dashboard

Range	Without filter	License plate search	Filter 1 camera
1 day(s)	504.242ms	464.442ms	146.553ms
7 day(s)	688.454ms	249.828ms	466.07ms
14 day(s)	653.907ms	253.636ms	443.533ms
30 day(s)	679.647ms	249.63ms	442.983ms
60 day(s)	672.647ms	249.587ms	440.628ms

Alerts

Range	Without filter	License plate search	Filter 1 camera
1 day(s)	143.341ms	95.467ms	125.873ms
7 day(s)	123.991ms	94.953ms	126.311ms
14 day(s)	123.456ms	94.989ms	252.457ms
30 day(s)	123.929ms	94.457ms	125.598ms
60 day(s)	122.937ms	94.775ms	125.489ms