Geekbench ML Score

369
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 25 2023 04:28 AM
Views 6

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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 129
13.8 IPS
 
Image Classification (F16)
100% 108
11.6 IPS
 
Image Classification (I8)
81% 273
29.2 IPS
 
Image Segmentation (F32)
100% 495
3.06 IPS
 
Image Segmentation (F16)
100% 473
2.92 IPS
 
Image Segmentation (I8)
89% 705
4.35 IPS
 
Pose Estimation (F32)
100% 320
1.29 IPS
 
Pose Estimation (F16)
100% 303
1.23 IPS
 
Pose Estimation (I8)
80% 204
0.83 IPS
 
Object Detection (F32)
100% 139
4.86 IPS
 
Object Detection (F16)
100% 134
4.70 IPS
 
Object Detection (I8)
52% 332
11.7 IPS
 
Face Detection (F32)
100% 588
6.75 IPS
 
Face Detection (F16)
100% 585
6.72 IPS
 
Face Detection (I8)
75% 519
5.96 IPS
 
Text Classification (F32)
100% 984
389.3 IPS
 
Text Classification (F16)
100% 965
381.8 IPS
 
Machine Translation (F32)
100% 688
106.1 IPS
 
Machine Translation (F16)
100% 685
105.6 IPS
 

Compare

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