Geekbench ML Score

937
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 09 2024 09:14 PM
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% 454
84.9 IPS
 
Image Classification (F16)
100% 477
89.3 IPS
 
Image Classification (I8)
97% 787
147.3 IPS
 
Image Segmentation (F32)
100% 612
10.2 IPS
 
Image Segmentation (F16)
100% 587
9.81 IPS
 
Image Segmentation (I8)
98% 754
12.6 IPS
 
Pose Estimation (F32)
100% 1052
1.27 IPS
 
Pose Estimation (F16)
100% 1115
1.35 IPS
 
Pose Estimation (I8)
100% 4191
5.07 IPS
 
Object Detection (F32)
100% 505
37.7 IPS
 
Object Detection (F16)
100% 480
35.8 IPS
 
Object Detection (I8)
61% 985
73.5 IPS
 
Face Detection (F32)
100% 1049
12.5 IPS
 
Face Detection (F16)
100% 1034
12.3 IPS
 
Face Detection (I8)
86% 1723
20.5 IPS
 
Depth Estimation (F32)
100% 1071
8.30 IPS
 
Depth Estimation (F16)
100% 1072
8.31 IPS
 
Depth Estimation (I8)
95% 1838
14.3 IPS
 
Style Transfer (F32)
100% 1893
2.49 IPS
 
Style Transfer (F16)
100% 1803
2.37 IPS
 
Style Transfer (I8)
98% 4097
5.39 IPS
 
Image Super-Resolution (F32)
100% 670
23.9 IPS
 
Image Super-Resolution (F16)
100% 687
24.5 IPS
 
Image Super-Resolution (I8)
98% 1871
66.8 IPS
 
Text Classification (F32)
100% 474
681.7 IPS
 
Text Classification (F16)
100% 594
853.6 IPS
 
Text Classification (I8)
92% 452
650.1 IPS
 
Machine Translation (F32)
100% 1005
18.5 IPS
 
Machine Translation (F16)
100% 951
17.5 IPS
 
Machine Translation (I8)
64% 464
8.54 IPS
 

Compare

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