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Version: 2.4.1

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)118 GB DDR4NVIDIA GeForce GTX 1080 Ti

Test Results​

Number of video streams15810
MaximumCPU load100%788%1398%1771%
GPU load82%96%95%94%
Amount of RAM2.34 GB4.2 GB5.31 GB6.18 GB
Amount of VRAM1.56 GB1.89 GB1.81 GB1.82 GB
95th percentileCPU load99%782%1406%1761%
GPU load19%78%84%82%
Amount of RAM2.34 GB4.08 GB5.19 GB6.05 GB
Amount of VRAM1.56 GB1.89 GB1.81 GB1.82 GB
MedianCPU load93%749%1346%1689%
GPU load10%49%50%46%
Amount of RAM2.22 GB3.95 GB4.94 GB5.93 GB
Amount of VRAM1.56 GB1.89 GB1.81 GB1.82 GB
Number of tracks563570497451
FPS24.824.624.524.5
Number of tracks with biometric templates563570497451
Number of matches with the face database233236233230

Test 2​

Test Machine Specification​

CPURAMGraphics Card
AMD Ryzen 9 7950X @ 4.50 GHz: 16 cores (32 threads)118 GB DDR5GeForce RTX 4080 (16 GB)

Test Results​

Number of video streams158101214
MaximumCPU load240%864%1536%1764%2079%2222%
GPU load50%79%77%66%59%29%
Amount of RAM2.59 GB6.18 GB7.29 GB11.1 GB11.1 GB12.98 GB
Amount of VRAM2.63 GB2.62 GB2.63 GB2.62 GB2.62 GB2.62 GB
95th percentileCPU load239%858%1522%1751%2065%2207%
GPU load9%38%52%50%45%45%
Amount of RAM2.59 GB6.05 GB7.29 GB10.5 GB12.24 GB13.35 GB
Amount of VRAM2.63 GB2.62 GB2.63 GB2.62 GB2.62 GB2.62 GB
MedianCPU load231%820%1448%1668%1978%2114%
GPU load5%20%33%34%30%29%
Amount of RAM2.59 GB5.19 GB7.29 GB8.9 GB10.13 GB11.62 GB
Amount of VRAM2.63 GB2.62 GB2.63 GB2.62 GB2.62 GB2.62 GB
Number of tracks581563533506471428
FPS24.724.724.524.524.524.5
Number of tracks with biometric templates581563533506471428
Number of matches with the face database235233234235231226