Geekbench ML Score

2135
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 21 2022 11:14 AM
Views 1

System Information

System Information
Operating System Android 13
Model Google Pixel 7 Pro
Model IDGoogle Pixel 7 Pro
Motherboard cheetah
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.35 GHz
Cluster 32 Cores @ 2.85 GHz
Memory Information
Size 11.15 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 472
50.6 IPS
 
Image Classification (F16)
100% 6613
708.5 IPS
 
Image Classification (I8)
79% 10525
1.13 KIPS
 
Image Segmentation (F32)
100% 568
3.51 IPS
 
Image Segmentation (F16)
96% 10158
62.7 IPS
 
Image Segmentation (I8)
89% 33317
205.8 IPS
 
Pose Estimation (F32)
100% 452
1.83 IPS
 
Pose Estimation (F16)
100% 5736
23.2 IPS
 
Pose Estimation (I8)
80% 13438
54.4 IPS
 
Object Detection (F32)
100% 399
14.0 IPS
 
Object Detection (F16)
100% 1555
54.6 IPS
 
Object Detection (I8)
50% 1860
65.3 IPS
 
Face Detection (F32)
100% 729
8.37 IPS
 
Face Detection (F16)
98% 10453
120.1 IPS
 
Face Detection (I8)
75% 24256
278.7 IPS
 
Text Classification (F32)
100% 67
26.4 IPS
 
Text Classification (F16)
100% 1251
494.9 IPS
 
Machine Translation (F32)
100% 683
105.2 IPS
 
Machine Translation (F16)
100% 679
104.6 IPS
 

Compare

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