Geekbench ML Score

1071
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date April 21 2022 09:10 PM
Views 1

System Information

System Information
Operating System Android 12
Model Samsung Galaxy S10 5G
Model IDsamsung SM-G977U
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.21 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 766
82.1 IPS
 
Image Classification (F16)
100% 1384
148.3 IPS
 
Image Classification (I8)
80% 1246
133.5 IPS
 
Image Segmentation (F32)
100% 1860
11.5 IPS
 
Image Segmentation (F16)
100% 3305
20.4 IPS
 
Image Segmentation (I8)
89% 3140
19.4 IPS
 
Pose Estimation (F32)
100% 941
3.81 IPS
 
Pose Estimation (F16)
100% 1672
6.77 IPS
 
Pose Estimation (I8)
80% 1662
6.72 IPS
 
Object Detection (F32)
100% 394
13.8 IPS
 
Object Detection (F16)
99% 565
19.8 IPS
 
Object Detection (I8)
53% 522
18.3 IPS
 
Face Detection (F32)
100% 1576
18.1 IPS
 
Face Detection (F16)
97% 2579
29.6 IPS
 
Face Detection (I8)
76% 2355
27.1 IPS
 
Text Classification (F32)
100% 491
194.3 IPS
 
Text Classification (F16)
98% 532
210.4 IPS
 
Machine Translation (F32)
100% 442
68.1 IPS
 
Machine Translation (F16)
100% 437
67.3 IPS
 

Compare

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