Geekbench ML Score

2229
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 18 2022 07:37 PM
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% 525
56.3 IPS
 
Image Classification (F16)
100% 7159
767.1 IPS
 
Image Classification (I8)
79% 10829
1.16 KIPS
 
Image Segmentation (F32)
100% 598
3.69 IPS
 
Image Segmentation (F16)
96% 10523
65.0 IPS
 
Image Segmentation (I8)
89% 34828
215.1 IPS
 
Pose Estimation (F32)
100% 452
1.83 IPS
 
Pose Estimation (F16)
100% 5799
23.5 IPS
 
Pose Estimation (I8)
80% 13487
54.6 IPS
 
Object Detection (F32)
100% 423
14.8 IPS
 
Object Detection (F16)
100% 1600
56.2 IPS
 
Object Detection (I8)
50% 1816
63.7 IPS
 
Face Detection (F32)
100% 747
8.58 IPS
 
Face Detection (F16)
98% 10844
124.6 IPS
 
Face Detection (I8)
75% 26165
300.6 IPS
 
Text Classification (F32)
100% 84
33.2 IPS
 
Text Classification (F16)
100% 1310
518.3 IPS
 
Machine Translation (F32)
100% 679
104.6 IPS
 
Machine Translation (F16)
100% 672
103.5 IPS
 

Compare

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