Geekbench ML Score

320
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 10:36 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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 130
14.0 IPS
 
Image Classification (F16)
100% 132
14.1 IPS
 
Image Classification (I8)
81% 217
23.2 IPS
 
Image Segmentation (F32)
100% 394
2.44 IPS
 
Image Segmentation (F16)
100% 427
2.64 IPS
 
Image Segmentation (I8)
89% 697
4.31 IPS
 
Pose Estimation (F32)
100% 293
1.18 IPS
 
Pose Estimation (F16)
100% 295
1.19 IPS
 
Pose Estimation (I8)
80% 211
0.85 IPS
 
Object Detection (F32)
100% 154
5.40 IPS
 
Object Detection (F16)
100% 155
5.44 IPS
 
Object Detection (I8)
52% 290
10.2 IPS
 
Face Detection (F32)
100% 466
5.36 IPS
 
Face Detection (F16)
100% 470
5.40 IPS
 
Face Detection (I8)
75% 488
5.61 IPS
 
Text Classification (F32)
100% 391
154.5 IPS
 
Text Classification (F16)
100% 370
146.3 IPS
 
Machine Translation (F32)
100% 685
105.6 IPS
 
Machine Translation (F16)
100% 684
105.3 IPS
 

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