Geekbench ML Score

2492
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 08:01 PM
Views 2

System Information

System Information
Operating System Android 14
Model Google Pixel 8 Pro
Model IDGoogle Pixel 8 Pro
Motherboard husky
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 9 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 1.70 GHz
Cluster 14 Cores @ 1.70 GHz
Cluster 24 Cores @ 2.37 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 11.32 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 253
47.3 IPS
 
Image Classification (F16)
100% 4563
853.8 IPS
 
Image Classification (I8)
99% 5388
1.01 KIPS
 
Image Segmentation (F32)
100% 310
5.18 IPS
 
Image Segmentation (F16)
100% 8929
149.1 IPS
 
Image Segmentation (I8)
98% 23618
394.5 IPS
 
Pose Estimation (F32)
100% 376
0.45 IPS
 
Pose Estimation (F16)
100% 31729
38.4 IPS
 
Pose Estimation (I8)
100% 63613
77.0 IPS
 
Object Detection (F32)
100% 247
18.5 IPS
 
Object Detection (F16)
100% 2808
209.6 IPS
 
Object Detection (I8)
65% 2986
222.9 IPS
 
Face Detection (F32)
100% 582
6.92 IPS
 
Face Detection (F16)
98% 16330
194.2 IPS
 
Face Detection (I8)
87% 30745
365.6 IPS
 
Depth Estimation (F32)
100% 518
4.02 IPS
 
Depth Estimation (F16)
100% 30896
239.6 IPS
 
Depth Estimation (I8)
94% 45917
356.1 IPS
 
Style Transfer (F32)
100% 760
1.00 IPS
 
Style Transfer (F16)
100% 1748
2.30 IPS
 
Style Transfer (I8)
28% 2792
3.67 IPS
 
Image Super-Resolution (F32)
100% 225
8.04 IPS
 
Image Super-Resolution (F16)
100% 10761
384.3 IPS
 
Image Super-Resolution (I8)
98% 19324
690.1 IPS
 
Text Classification (F32)
100% 291
417.9 IPS
 
Text Classification (F16)
100% 920
1.32 KIPS
 
Text Classification (I8)
94% 1010
1.45 KIPS
 
Machine Translation (F32)
100% 540
9.93 IPS
 
Machine Translation (F16)
100% 510
9.38 IPS
 
Machine Translation (I8)
64% 445
8.20 IPS
 

Compare

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