Geekbench ML Score

299
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date January 19 2022 09:39 AM
Views 1

System Information

System Information
Operating System Android 11
Model Samsung Galaxy A50s
Model IDsamsung SM-A507FN
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 5.47 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 295
31.6 IPS
 
Image Classification (F16)
100% 525
56.2 IPS
 
Image Classification (I8)
81% 488
52.3 IPS
 
Image Segmentation (F32)
100% 529
3.27 IPS
 
Image Segmentation (F16)
100% 1246
7.69 IPS
 
Image Segmentation (I8)
89% 1198
7.40 IPS
 
Pose Estimation (F32)
100% 154
0.62 IPS
 
Pose Estimation (F16)
0% 534
2.16 IPS
 
Pose Estimation (I8)
0% 532
2.15 IPS
 
Object Detection (F32)
100% 196
6.86 IPS
 
Object Detection (F16)
99% 259
9.11 IPS
 
Object Detection (I8)
54% 257
9.04 IPS
 
Face Detection (F32)
100% 521
5.99 IPS
 
Face Detection (F16)
97% 1105
12.7 IPS
 
Face Detection (I8)
75% 955
11.0 IPS
 
Text Classification (F32)
0
 
Text Classification (F16)
46% 570
225.6 IPS
 
Machine Translation (F32)
100% 105
16.2 IPS
 
Machine Translation (F16)
100% 102
15.7 IPS
 

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