Geekbench ML Score

297
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 21 2021 07:45 PM
Views 1

System Information

System Information
Operating System Android 11
Model Samsung Galaxy A51
Model IDsamsung SM-A515F
Motherboard exynos9611
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3337 revision 2
Base Frequency 1.74 GHz
Cluster 14 Cores @ 1.74 GHz
Cluster 24 Cores @ 2.31 GHz
Memory Information
Size 5.44 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 302
32.3 IPS
 
Image Classification (F16)
100% 524
56.1 IPS
 
Image Classification (I8)
81% 488
52.3 IPS
 
Image Segmentation (F32)
100% 530
3.27 IPS
 
Image Segmentation (F16)
100% 1273
7.86 IPS
 
Image Segmentation (I8)
89% 1254
7.75 IPS
 
Pose Estimation (F32)
100% 151
0.61 IPS
 
Pose Estimation (F16)
0% 533
2.16 IPS
 
Pose Estimation (I8)
0% 530
2.15 IPS
 
Object Detection (F32)
100% 180
6.32 IPS
 
Object Detection (F16)
99% 300
10.5 IPS
 
Object Detection (I8)
54% 271
9.51 IPS
 
Face Detection (F32)
100% 514
5.91 IPS
 
Face Detection (F16)
97% 1089
12.5 IPS
 
Face Detection (I8)
75% 939
10.8 IPS
 
Text Classification (F32)
0
 
Text Classification (F16)
46% 479
189.4 IPS
 
Machine Translation (F32)
100% 99
15.2 IPS
 
Machine Translation (F16)
100% 98
15.2 IPS
 

Compare

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