Geekbench ML Score

962
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 04:07 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% 520
97.3 IPS
 
Image Classification (F16)
100% 509
95.3 IPS
 
Image Classification (I8)
97% 800
149.7 IPS
 
Image Segmentation (F32)
100% 602
10.0 IPS
 
Image Segmentation (F16)
100% 607
10.1 IPS
 
Image Segmentation (I8)
98% 733
12.2 IPS
 
Pose Estimation (F32)
100% 1099
1.33 IPS
 
Pose Estimation (F16)
100% 1094
1.33 IPS
 
Pose Estimation (I8)
100% 4455
5.39 IPS
 
Object Detection (F32)
100% 501
37.4 IPS
 
Object Detection (F16)
100% 510
38.1 IPS
 
Object Detection (I8)
61% 1150
85.8 IPS
 
Face Detection (F32)
100% 1105
13.1 IPS
 
Face Detection (F16)
100% 1105
13.1 IPS
 
Face Detection (I8)
86% 1678
20.0 IPS
 
Depth Estimation (F32)
100% 1048
8.13 IPS
 
Depth Estimation (F16)
100% 1059
8.22 IPS
 
Depth Estimation (I8)
95% 1881
14.6 IPS
 
Style Transfer (F32)
100% 1795
2.36 IPS
 
Style Transfer (F16)
100% 1850
2.43 IPS
 
Style Transfer (I8)
98% 3898
5.13 IPS
 
Image Super-Resolution (F32)
100% 684
24.4 IPS
 
Image Super-Resolution (F16)
100% 649
23.2 IPS
 
Image Super-Resolution (I8)
98% 2011
71.8 IPS
 
Text Classification (F32)
100% 614
881.8 IPS
 
Text Classification (F16)
100% 501
720.6 IPS
 
Text Classification (I8)
92% 445
639.8 IPS
 
Machine Translation (F32)
100% 1066
19.6 IPS
 
Machine Translation (F16)
100% 986
18.2 IPS
 
Machine Translation (I8)
64% 495
9.11 IPS
 

Compare

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