Geekbench ML Score

1046
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 17 2024 04:15 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Plus
Model IDsamsung SM-S916B
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% 525
98.3 IPS
 
Image Classification (F16)
100% 525
98.2 IPS
 
Image Classification (I8)
97% 874
163.6 IPS
 
Image Segmentation (F32)
100% 636
10.6 IPS
 
Image Segmentation (F16)
100% 644
10.7 IPS
 
Image Segmentation (I8)
98% 777
13.0 IPS
 
Pose Estimation (F32)
100% 1190
1.44 IPS
 
Pose Estimation (F16)
100% 1198
1.45 IPS
 
Pose Estimation (I8)
100% 5140
6.22 IPS
 
Object Detection (F32)
100% 550
41.1 IPS
 
Object Detection (F16)
100% 545
40.7 IPS
 
Object Detection (I8)
61% 1193
89.0 IPS
 
Face Detection (F32)
100% 1114
13.2 IPS
 
Face Detection (F16)
100% 1112
13.2 IPS
 
Face Detection (I8)
86% 2008
23.9 IPS
 
Depth Estimation (F32)
100% 1165
9.03 IPS
 
Depth Estimation (F16)
100% 1183
9.17 IPS
 
Depth Estimation (I8)
95% 2227
17.3 IPS
 
Style Transfer (F32)
100% 2079
2.73 IPS
 
Style Transfer (F16)
100% 2030
2.67 IPS
 
Style Transfer (I8)
98% 4419
5.81 IPS
 
Image Super-Resolution (F32)
100% 773
27.6 IPS
 
Image Super-Resolution (F16)
100% 740
26.4 IPS
 
Image Super-Resolution (I8)
98% 2076
74.1 IPS
 
Text Classification (F32)
100% 593
851.7 IPS
 
Text Classification (F16)
100% 648
930.8 IPS
 
Text Classification (I8)
92% 455
653.4 IPS
 
Machine Translation (F32)
100% 1241
22.8 IPS
 
Machine Translation (F16)
100% 1149
21.2 IPS
 
Machine Translation (I8)
64% 465
8.56 IPS
 

Compare

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