Geekbench ML Score

411
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date January 19 2022 10:02 AM
Views 2

System Information

System Information
Operating System Android 11
Model Samsung Galaxy S21 Ultra 5G
Model IDsamsung SM-G998U
Motherboard lahaina
Governorschedutil
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 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 9.97 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 389
41.6 IPS
 
Image Classification (F16)
100% 304
32.6 IPS
 
Image Classification (I8)
81% 157
16.9 IPS
 
Image Segmentation (F32)
100% 602
3.72 IPS
 
Image Segmentation (F16)
100% 588
3.63 IPS
 
Image Segmentation (I8)
89% 844
5.21 IPS
 
Pose Estimation (F32)
100% 263
1.06 IPS
 
Pose Estimation (F16)
100% 254
1.03 IPS
 
Pose Estimation (I8)
80% 238
0.96 IPS
 
Object Detection (F32)
100% 444
15.6 IPS
 
Object Detection (F16)
100% 421
14.8 IPS
 
Object Detection (I8)
52% 251
8.80 IPS
 
Face Detection (F32)
100% 641
7.37 IPS
 
Face Detection (F16)
100% 580
6.66 IPS
 
Face Detection (I8)
75% 514
5.90 IPS
 
Text Classification (F32)
100% 330
130.6 IPS
 
Text Classification (F16)
100% 330
130.5 IPS
 
Machine Translation (F32)
100% 744
114.7 IPS
 
Machine Translation (F16)
100% 744
114.6 IPS
 

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