Geekbench ML Score

981
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 01 2024 07:42 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918B
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 10.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 464
86.9 IPS
 
Image Classification (F16)
100% 446
83.5 IPS
 
Image Classification (I8)
97% 832
155.7 IPS
 
Image Segmentation (F32)
100% 583
9.74 IPS
 
Image Segmentation (F16)
100% 589
9.84 IPS
 
Image Segmentation (I8)
98% 765
12.8 IPS
 
Pose Estimation (F32)
100% 1078
1.30 IPS
 
Pose Estimation (F16)
100% 1081
1.31 IPS
 
Pose Estimation (I8)
100% 4583
5.55 IPS
 
Object Detection (F32)
100% 490
36.6 IPS
 
Object Detection (F16)
100% 510
38.1 IPS
 
Object Detection (I8)
61% 1165
87.0 IPS
 
Face Detection (F32)
100% 1102
13.1 IPS
 
Face Detection (F16)
100% 1094
13.0 IPS
 
Face Detection (I8)
86% 1803
21.4 IPS
 
Depth Estimation (F32)
100% 1114
8.64 IPS
 
Depth Estimation (F16)
100% 1093
8.48 IPS
 
Depth Estimation (I8)
95% 2108
16.3 IPS
 
Style Transfer (F32)
100% 1940
2.55 IPS
 
Style Transfer (F16)
100% 1899
2.50 IPS
 
Style Transfer (I8)
98% 4125
5.43 IPS
 
Image Super-Resolution (F32)
100% 733
26.2 IPS
 
Image Super-Resolution (F16)
100% 731
26.1 IPS
 
Image Super-Resolution (I8)
98% 1882
67.2 IPS
 
Text Classification (F32)
100% 620
891.2 IPS
 
Text Classification (F16)
100% 594
853.6 IPS
 
Text Classification (I8)
92% 446
640.5 IPS
 
Machine Translation (F32)
100% 1109
20.4 IPS
 
Machine Translation (F16)
100% 1052
19.4 IPS
 
Machine Translation (I8)
64% 493
9.08 IPS
 

Compare

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