FR Performance

Test computer hardware

  • Intel(R) Core(TM) Ultra 7 265K (3.90 GHz)

  • NVIDIA RTX 4000 Ada Generation

  • Intel Graphics


For performance reasons, face detection for CPU and Intel GPU has been optimized for speed and has slightly worse accuracy than the detection for NVIDIA GPU. To gain the best accuracy, the NVIDIA GPU should be used.


9.10 version

CPU

Streams

Size

FPS

Process CPU

Process memory

NVIDIA decode

1

1920 x 1080

8

9%

1.8 GB

2%

2

1920 x 1080

18

22%

2.5 GB

4%

3

1920 x 1080

25

29%

3.4 GB

7%

4

1920 x 1080

24

31%

4.0 GB

7%

 

INTEL GPU

Streams

Size

FPS

Process CPU

Process memory

NVIDIA decode

INTEL GPU

INTEL memory

1

1920 x 1080

21

1%

1.8 GB

5%

23%

0.5 GB

2

1920 x 1080

41

3%

2.2 GB

9%

52%

0.6 GB

3

1920 x 1080

61

4%

2.9 GB

12%

64%

1.0 GB

4

1920 x 1080

82

5%

3.4 GB

17%

74%

1.1 GB

5

1920 x 1080

103

8%

4.0 GB

19%

93%

1.3 GB

6

1920 x 1080

122

14%

4.3 GB

23%

99%

1.4 GB

7

1920 x 1080

121

16%

4.7 GB

24%

100%

1.7 GB

 

NVIDIA GPU

Streams

Size

FPS

Process CPU

Process memory

NVIDIA GPU

NVIDIA decode

NVIDIA memory

1

1920 x 1080

20

3%

1.9 GB

35%

4%

2.6 GB

2

1920 x 1080

40

4%

2.3 GB

95%

6%

2.9 GB

3

1920 x 1080

60

5%

2.5 GB

95%

6%

3.2 GB

4

1920 x 1080

80

6%

2.6 GB

96%

7%

3.6 GB

5

1920 x 1080

100

8%

2.7 GB

97%

9%

3.9 GB

6

1920 x 1080

120

9%

2.8 GB

97%

10%

4.3 GB

7

1920 x 1080

140

11%

3.0 GB

97%

11%

4.6 GB

8

1920 x 1080

160

13%

3.2 GB

98%

10%

5.0 GB

9

1920 x 1080

180

15%

3.5 GB

97%

11%

5.3 GB

10

1920 x 1080

180

17%

4.0 GB

97%

11%

5.6 GB

 

9.9.6 version

CPU

Streams

Size

FPS

Process CPU

Process memory

NVIDIA decode

1

1920 x 1080

4

4%

2.6 GB

2%

2

1920 x 1080

5

4%

3.3 GB

2%

3

1920 x 1080

6

4%

3.6 GB

3%

4

1920 x 1080

6

5%

4.3 GB

3%

 

INTEL GPU

Streams

Size

FPS

Process CPU

Process memory

NVIDIA decode

INTEL GPU

INTEL memory

1

1920 x 1080

20

2%

2.5 GB

5%

45%

0.4 GB

2

1920 x 1080

41

4%

3.3 GB

8%

60%

0.7 GB

3

1920 x 1080

61

5%

3.8 GB

14%

70%

0.8 GB

4

1920 x 1080

82

7%

4.6 GB

16%

80%

1.0 GB

5

1920 x 1080

102

9%

5.3 GB

18%

94%

1.2 GB

6

1920 x 1080

115

15%

6.0 GB

25%

0%

1.4 GB

7

1920 x 1080

114

17%

6.3 GB

23%

0%

1.4 GB

 

NVIDIA GPU

Streams

Size

FPS

Process CPU

Process memory

NVIDIA GPU

NVIDIA decode

NVIDIA memory

1

1920 x 1080

20

2%

2.9 GB

37%

5%

2.6 GB

2

1920 x 1080

41

3%

3.1 GB

44%

7%

3.0 GB

3

1920 x 1080

61

5%

3.3 GB

93%

7%

3.4 GB

4

1920 x 1080

82

6%

3.5 GB

97%

8%

3.7 GB

5

1920 x 1080

103

7%

3.7 GB

97%

9%

4.1 GB

6

1920 x 1080

123

9%

3.9 GB

97%

11%

4.5 GB

7

1920 x 1080

144

10%

4.0 GB

97%

11%

4.8 GB

8

1920 x 1080

164

12%

4.2 GB

98%

11%

5.1 GB

9

1920 x 1080

185

14%

4.4 GB

98%

11%

5.4 GB

10

1920 x 1080

198

18%

5.1 GB

98%

11%

5.8 GB

11

1920 x 1080

184

18%

5.3 GB

98%

11%

6.1 GB