Geekbench ML Score

168
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 05:27 AM
Views 1

System Information

System Information
Operating System Android 12
Model samsung SM-A127F
Model IDsamsung SM-A127F
Motherboard exynos850
Governorenergy_step
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3333 revision 1
Base Frequency 2.00 GHz
Cluster 18 Cores @ 2.00 GHz
Memory Information
Size 3.62 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 113
12.1 IPS
 
Image Classification (F16)
100% 230
24.6 IPS
 
Image Classification (I8)
81% 227
24.4 IPS
 
Image Segmentation (F32)
100% 209
1.29 IPS
 
Image Segmentation (F16)
100% 588
3.63 IPS
 
Image Segmentation (I8)
89% 601
3.71 IPS
 
Pose Estimation (F32)
100% 69
0.28 IPS
 
Pose Estimation (F16)
0% 233
0.94 IPS
 
Pose Estimation (I8)
0% 232
0.94 IPS
 
Object Detection (F32)
100% 102
3.57 IPS
 
Object Detection (F16)
99% 171
6.00 IPS
 
Object Detection (I8)
54% 168
5.91 IPS
 
Face Detection (F32)
100% 209
2.40 IPS
 
Face Detection (F16)
97% 443
5.09 IPS
 
Face Detection (I8)
75% 404
4.64 IPS
 
Text Classification (F32)
100% 131
51.8 IPS
 
Text Classification (F16)
46% 236
93.3 IPS
 
Machine Translation (F32)
100% 19
2.96 IPS
 
Machine Translation (F16)
100% 19
2.96 IPS
 

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