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Requirements

Hardware Requirement

For CPU Based

Minimum requirement
    Intel CPU with 4 Cores.
    Linux 18.04 or latest.
    Docker Runtime latest.

For GPU Based

Minimum requirement
    Intel CPU with 4 Cores.
    Linux 18.04 or latest.
    Nvidia GPU.
    Docker Runtime latest.
    Nvidia-docker version 2.5.0 or latest.
    NVIDIA CUDA Backend version 11.0 or latest. Follow this link to install.

Hardware Benchmark

Face Match

    E5-2620 2.2GHz 16 Core → 8 hit/sec parallel, latency 1.5-2s
    Xeon E5-2620 2.2GHz 16 Core x2 → 16 hit/sec parallel, latency 1.5-2s
    Xeon E5-2620 2.2Ghz 16 Core + Nvidia T4 GPU 16GB → average 40 hit/sec (latencies 150-300ms)

Face Recognition

    Xeon E5-2620 2.2Ghz 16 Core + Nvidia T4 GPU 16GB → 8 Hit/Sec for Face Recognition with 100.000 Face Enrollment
1
Requests [total, rate, throughput] 20, 1.05, 1.05
2
Duration [total, attack, wait] 19.123s, 19s, 123.199ms
3
Latencies [min, mean, 50, 90, 95, 99, max] 121.933ms, 124.254ms, 124.136ms, 126.9ms, 126.979ms, 126.998ms, 126.998ms
4
5
6
Requests [total, rate, throughput] 100, 5.05, 5.02
7
Duration [total, attack, wait] 19.922s, 19.8s, 122.101ms
8
Latencies [min, mean, 50, 90, 95, 99, max] 117.716ms, 140.956ms, 121.466ms, 154.547ms, 235.006ms, 516.922ms, 517.784ms
9
10
11
Requests [total, rate, throughput] 200, 10.05, 8.29
12
Duration [total, attack, wait] 24.12s, 19.9s, 4.22s
13
Latencies [min, mean, 50, 90, 95, 99, max] 173.806ms, 2.326s, 2.409s, 3.857s, 4.04s, 4.196s, 4.22s
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Last modified 5d ago