Geekbench ML Score

317
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 04 2022 03:41 AM
Views 1

System Information

System Information
Operating System Android 12
Model samsung SM-S901U
Model IDsamsung SM-S901U
Motherboard taro
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.05 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 274
29.4 IPS
 
Image Classification (F16)
100% 271
29.0 IPS
 
Image Classification (I8)
81% 167
17.9 IPS
 
Image Segmentation (F32)
100% 459
2.84 IPS
 
Image Segmentation (F16)
100% 453
2.80 IPS
 
Image Segmentation (I8)
89% 531
3.28 IPS
 
Pose Estimation (F32)
100% 204
0.83 IPS
 
Pose Estimation (F16)
100% 204
0.83 IPS
 
Pose Estimation (I8)
80% 139
0.56 IPS
 
Object Detection (F32)
100% 288
10.1 IPS
 
Object Detection (F16)
100% 285
10.0 IPS
 
Object Detection (I8)
52% 223
7.81 IPS
 
Face Detection (F32)
100% 481
5.52 IPS
 
Face Detection (F16)
100% 484
5.56 IPS
 
Face Detection (I8)
75% 365
4.19 IPS
 
Text Classification (F32)
100% 267
105.7 IPS
 
Text Classification (F16)
100% 271
107.1 IPS
 
Machine Translation (F32)
100% 607
93.6 IPS
 
Machine Translation (F16)
100% 618
95.2 IPS
 

Compare

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