Geekbench ML Score

1019
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 04 2024 11:04 PM
Views 1

System Information

System Information
Operating System Android 13
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 6.91 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 532
99.5 IPS
 
Image Classification (F16)
100% 518
96.9 IPS
 
Image Classification (I8)
97% 906
169.6 IPS
 
Image Segmentation (F32)
100% 644
10.7 IPS
 
Image Segmentation (F16)
100% 631
10.5 IPS
 
Image Segmentation (I8)
98% 771
12.9 IPS
 
Pose Estimation (F32)
100% 1175
1.42 IPS
 
Pose Estimation (F16)
100% 1131
1.37 IPS
 
Pose Estimation (I8)
100% 4914
5.95 IPS
 
Object Detection (F32)
100% 518
38.7 IPS
 
Object Detection (F16)
100% 546
40.8 IPS
 
Object Detection (I8)
61% 1101
82.2 IPS
 
Face Detection (F32)
100% 1112
13.2 IPS
 
Face Detection (F16)
100% 1095
13.0 IPS
 
Face Detection (I8)
86% 1895
22.5 IPS
 
Depth Estimation (F32)
100% 1144
8.87 IPS
 
Depth Estimation (F16)
100% 1140
8.84 IPS
 
Depth Estimation (I8)
95% 2115
16.4 IPS
 
Style Transfer (F32)
100% 1993
2.62 IPS
 
Style Transfer (F16)
100% 1963
2.58 IPS
 
Style Transfer (I8)
98% 5316
6.99 IPS
 
Image Super-Resolution (F32)
100% 707
25.2 IPS
 
Image Super-Resolution (F16)
100% 655
23.4 IPS
 
Image Super-Resolution (I8)
98% 2019
72.1 IPS
 
Text Classification (F32)
100% 610
876.6 IPS
 
Text Classification (F16)
100% 588
845.2 IPS
 
Text Classification (I8)
92% 425
611.1 IPS
 
Machine Translation (F32)
100% 1107
20.4 IPS
 
Machine Translation (F16)
100% 1078
19.8 IPS
 
Machine Translation (I8)
64% 501
9.22 IPS
 

Compare

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