Geekbench ML Score

1088
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 10:46 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 GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 767
82.2 IPS
 
Image Classification (F16)
100% 1374
147.2 IPS
 
Image Classification (I8)
80% 1241
132.9 IPS
 
Image Segmentation (F32)
100% 1874
11.6 IPS
 
Image Segmentation (F16)
100% 3549
21.9 IPS
 
Image Segmentation (I8)
89% 3279
20.3 IPS
 
Pose Estimation (F32)
100% 943
3.82 IPS
 
Pose Estimation (F16)
100% 1665
6.74 IPS
 
Pose Estimation (I8)
80% 1655
6.70 IPS
 
Object Detection (F32)
100% 496
17.4 IPS
 
Object Detection (F16)
99% 532
18.7 IPS
 
Object Detection (I8)
53% 531
18.6 IPS
 
Face Detection (F32)
100% 1567
18.0 IPS
 
Face Detection (F16)
97% 2588
29.7 IPS
 
Face Detection (I8)
76% 2321
26.7 IPS
 
Text Classification (F32)
100% 515
203.7 IPS
 
Text Classification (F16)
98% 531
209.9 IPS
 
Machine Translation (F32)
100% 432
66.6 IPS
 
Machine Translation (F16)
100% 433
66.7 IPS
 

Compare

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