Geekbench ML Score

419
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 06 2022 11:47 PM
Views 1

System Information

System Information
Operating System Android 12
Model Samsung Galaxy S20 Ultra 5G
Model IDsamsung SM-G988U
Motherboard kona
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 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 10.35 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 414
44.3 IPS
 
Image Classification (F16)
100% 293
31.4 IPS
 
Image Classification (I8)
81% 204
21.8 IPS
 
Image Segmentation (F32)
100% 634
3.92 IPS
 
Image Segmentation (F16)
100% 628
3.88 IPS
 
Image Segmentation (I8)
89% 903
5.58 IPS
 
Pose Estimation (F32)
100% 270
1.09 IPS
 
Pose Estimation (F16)
100% 248
1.00 IPS
 
Pose Estimation (I8)
80% 246
1.00 IPS
 
Object Detection (F32)
100% 399
14.0 IPS
 
Object Detection (F16)
100% 395
13.9 IPS
 
Object Detection (I8)
52% 284
9.97 IPS
 
Face Detection (F32)
100% 613
7.05 IPS
 
Face Detection (F16)
100% 641
7.37 IPS
 
Face Detection (I8)
75% 587
6.74 IPS
 
Text Classification (F32)
100% 356
140.7 IPS
 
Text Classification (F16)
100% 396
156.8 IPS
 
Machine Translation (F32)
100% 567
87.3 IPS
 
Machine Translation (F16)
100% 569
87.7 IPS
 

Compare

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