Geekbench ML Score

361
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 13 2023 06:23 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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 97
10.4 IPS
 
Image Classification (F16)
100% 97
10.4 IPS
 
Image Classification (I8)
81% 271
29.1 IPS
 
Image Segmentation (F32)
100% 508
3.14 IPS
 
Image Segmentation (F16)
100% 523
3.23 IPS
 
Image Segmentation (I8)
89% 708
4.37 IPS
 
Pose Estimation (F32)
100% 312
1.26 IPS
 
Pose Estimation (F16)
100% 303
1.23 IPS
 
Pose Estimation (I8)
80% 242
0.98 IPS
 
Object Detection (F32)
100% 139
4.88 IPS
 
Object Detection (F16)
100% 131
4.61 IPS
 
Object Detection (I8)
52% 326
11.5 IPS
 
Face Detection (F32)
100% 554
6.36 IPS
 
Face Detection (F16)
100% 558
6.41 IPS
 
Face Detection (I8)
75% 521
5.99 IPS
 
Text Classification (F32)
100% 918
363.0 IPS
 
Text Classification (F16)
100% 919
363.4 IPS
 
Machine Translation (F32)
100% 672
103.6 IPS
 
Machine Translation (F16)
100% 672
103.6 IPS
 

Compare

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