Geekbench ML Score

707
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 10:49 AM
Views 1

System Information

System Information
Operating System Android 12
Model Samsung Galaxy S10
Model IDsamsung SM-G973U1
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 7.29 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 691
74.0 IPS
 
Image Classification (F16)
100% 959
102.7 IPS
 
Image Classification (I8)
80% 2104
225.4 IPS
 
Image Segmentation (F32)
100% 755
4.66 IPS
 
Image Segmentation (F16)
100% 828
5.12 IPS
 
Image Segmentation (I8)
89% 4720
29.2 IPS
 
Pose Estimation (F32)
100% 360
1.46 IPS
 
Pose Estimation (F16)
100% 865
3.50 IPS
 
Pose Estimation (I8)
80% 3299
13.4 IPS
 
Object Detection (F32)
100% 424
14.9 IPS
 
Object Detection (F16)
100% 642
22.5 IPS
 
Object Detection (I8)
52% 988
34.7 IPS
 
Face Detection (F32)
100% 1057
12.1 IPS
 
Face Detection (F16)
97% 1331
15.3 IPS
 
Face Detection (I8)
75% 3658
42.0 IPS
 
Text Classification (F32)
54% 35
14.0 IPS
 
Text Classification (F16)
54% 35
14.0 IPS
 
Machine Translation (F32)
100% 440
67.9 IPS
 
Machine Translation (F16)
100% 440
67.9 IPS
 

Compare

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