Geekbench ML Score

903
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 09 2024 10:11 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911B
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 6.89 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 492
92.0 IPS
 
Image Classification (F16)
100% 488
91.3 IPS
 
Image Classification (I8)
97% 940
175.9 IPS
 
Image Segmentation (F32)
100% 573
9.57 IPS
 
Image Segmentation (F16)
100% 587
9.81 IPS
 
Image Segmentation (I8)
98% 731
12.2 IPS
 
Pose Estimation (F32)
100% 1044
1.26 IPS
 
Pose Estimation (F16)
100% 1050
1.27 IPS
 
Pose Estimation (I8)
100% 4082
4.94 IPS
 
Object Detection (F32)
100% 503
37.5 IPS
 
Object Detection (F16)
100% 496
37.1 IPS
 
Object Detection (I8)
61% 1042
77.8 IPS
 
Face Detection (F32)
100% 1093
13.0 IPS
 
Face Detection (F16)
100% 1070
12.7 IPS
 
Face Detection (I8)
86% 1861
22.1 IPS
 
Depth Estimation (F32)
100% 1063
8.24 IPS
 
Depth Estimation (F16)
100% 1011
7.84 IPS
 
Depth Estimation (I8)
95% 1987
15.4 IPS
 
Style Transfer (F32)
100% 1811
2.38 IPS
 
Style Transfer (F16)
100% 1828
2.40 IPS
 
Style Transfer (I8)
98% 3612
4.75 IPS
 
Image Super-Resolution (F32)
100% 641
22.9 IPS
 
Image Super-Resolution (F16)
100% 618
22.1 IPS
 
Image Super-Resolution (I8)
98% 1721
61.5 IPS
 
Text Classification (F32)
100% 447
642.5 IPS
 
Text Classification (F16)
100% 430
618.6 IPS
 
Text Classification (I8)
92% 281
404.0 IPS
 
Machine Translation (F32)
100% 956
17.6 IPS
 
Machine Translation (F16)
100% 943
17.4 IPS
 
Machine Translation (I8)
64% 405
7.45 IPS
 

Compare

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