Geekbench ML Score

514
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 10:26 PM
Views 1

System Information

System Information
Operating System Android 13
Model samsung SM-A525F
Model IDsamsung SM-A525F
Motherboard atoll
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 346
37.1 IPS
 
Image Classification (F16)
100% 660
70.8 IPS
 
Image Classification (I8)
80% 589
63.1 IPS
 
Image Segmentation (F32)
100% 758
4.68 IPS
 
Image Segmentation (F16)
100% 1505
9.30 IPS
 
Image Segmentation (I8)
89% 1385
8.56 IPS
 
Pose Estimation (F32)
100% 357
1.44 IPS
 
Pose Estimation (F16)
100% 687
2.78 IPS
 
Pose Estimation (I8)
80% 685
2.77 IPS
 
Object Detection (F32)
100% 266
9.34 IPS
 
Object Detection (F16)
99% 357
12.5 IPS
 
Object Detection (I8)
53% 357
12.5 IPS
 
Face Detection (F32)
100% 697
8.01 IPS
 
Face Detection (F16)
97% 1266
14.5 IPS
 
Face Detection (I8)
76% 1105
12.7 IPS
 
Text Classification (F32)
100% 291
115.1 IPS
 
Text Classification (F16)
98% 341
135.0 IPS
 
Machine Translation (F32)
100% 192
29.6 IPS
 
Machine Translation (F16)
100% 148
22.8 IPS
 

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