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Version: 2.6.0

Test results

Performance testing

For performance testing, we took a video of a corridor with a flow of people moving at a speed of 5-10 people/sec (FPS=25). The volume of the database for identification is 249 persons.

Metrics

Metric name Description
Maximum Maximum value of parameters (CPU load, GPU load, amount of RAM, amount of VRAM) for the entire test time
95th percentile
  • CPU is loaded at no more than the specified value for 95% of the test time
  • GPU is loaded at no more than the specified value for 95% of the test time
  • The amount of RAM used does not exceed the specified value for 95% of the test time
  • The amount of VRAM used does not exceed the specified value for 95% of the test time
Median
  • CPU is loaded at no more than the specified value for 50% of the test time
  • GPU is loaded at no more than the specified value for 50% of the test time
  • The amount of RAM used does not exceed the specified value for 50% of the test time
  • The amount of VRAM used does not exceed the specified value for 50% of the test time
FPS Number of frames processed per second
Number of tracks Number of tracks created during the test
Number of tracks with biometric templates Number of tracks that contain the generated biometric face template
Number of matches with the face database Number of matches of faces from videos with faces from the database

Test 1

Test machine specification

CPURAMGraphics Card
AMD Ryzen 9 5950X @ 3.4 GHz: 16 cores (32 threads)118GB DDR4NVIDIA GeForce GTX 1080 Ti

Test Results

Number of video streams15810
MaximumNumber of CPU cores281416
GPU load85%95%96%97%
Amount of RAM3.95 GB4.94 GB6.42 GB8.03 GB
Amount of VRAM2.08 GB2.41 GB2.41 GB2.92 GB
95th percentileNumber of CPU cores181416
GPU load21%73%78%76%
Amount of RAM2.34 GB4.69 GB6.42 GB7.66 GB
Amount of VRAM2.08 GB2.41 GB2.34 GB2.92 GB
MedianNumber of CPU cores171316
GPU load11%50%49%39%
Amount of RAM2.34 GB4.69 GB6.30 GB7.54 GB
Amount of VRAM2.08 GB2.41 GB2.34 GB2.92 GB
Number of tracks2553249919541472
FPS24.824.624.625.2
Number of tracks with biometric templates733733639564
Number of matches with the face database239238233226
Conclusion

~ 1.5 cores per video stream when using GPU in the most high-load case "Safe City".