Geekbench ML Score

1011
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 22 2022 05:19 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 GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 549
58.8 IPS
 
Image Classification (F16)
100% 761
81.5 IPS
 
Image Classification (I8)
81% 585
62.6 IPS
 
Image Segmentation (F32)
100% 2033
12.6 IPS
 
Image Segmentation (F16)
100% 3682
22.7 IPS
 
Image Segmentation (I8)
89% 3697
22.8 IPS
 
Pose Estimation (F32)
100% 708
2.87 IPS
 
Pose Estimation (F16)
0% 2137
8.65 IPS
 
Pose Estimation (I8)
0% 2157
8.73 IPS
 
Object Detection (F32)
100% 435
15.3 IPS
 
Object Detection (F16)
99% 567
19.9 IPS
 
Object Detection (I8)
54% 567
19.9 IPS
 
Face Detection (F32)
100% 1520
17.5 IPS
 
Face Detection (F16)
97% 2142
24.6 IPS
 
Face Detection (I8)
75% 2153
24.7 IPS
 
Text Classification (F32)
100% 298
117.7 IPS
 
Text Classification (F16)
46% 383
151.4 IPS
 
Machine Translation (F32)
100% 711
109.5 IPS
 
Machine Translation (F16)
100% 704
108.6 IPS
 

Compare

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