Geekbench ML Score

1003
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 03:28 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% 509
95.2 IPS
 
Image Classification (F16)
100% 501
93.7 IPS
 
Image Classification (I8)
97% 815
152.6 IPS
 
Image Segmentation (F32)
100% 621
10.4 IPS
 
Image Segmentation (F16)
100% 634
10.6 IPS
 
Image Segmentation (I8)
98% 783
13.1 IPS
 
Pose Estimation (F32)
100% 1210
1.47 IPS
 
Pose Estimation (F16)
100% 1139
1.38 IPS
 
Pose Estimation (I8)
100% 4553
5.51 IPS
 
Object Detection (F32)
100% 498
37.2 IPS
 
Object Detection (F16)
100% 517
38.6 IPS
 
Object Detection (I8)
61% 1050
78.4 IPS
 
Face Detection (F32)
100% 1089
12.9 IPS
 
Face Detection (F16)
100% 1064
12.7 IPS
 
Face Detection (I8)
86% 1901
22.6 IPS
 
Depth Estimation (F32)
100% 1154
8.95 IPS
 
Depth Estimation (F16)
100% 1094
8.48 IPS
 
Depth Estimation (I8)
95% 2114
16.4 IPS
 
Style Transfer (F32)
100% 1995
2.62 IPS
 
Style Transfer (F16)
100% 1929
2.54 IPS
 
Style Transfer (I8)
98% 4199
5.52 IPS
 
Image Super-Resolution (F32)
100% 716
25.6 IPS
 
Image Super-Resolution (F16)
100% 770
27.5 IPS
 
Image Super-Resolution (I8)
98% 2075
74.1 IPS
 
Text Classification (F32)
100% 613
880.4 IPS
 
Text Classification (F16)
100% 628
902.7 IPS
 
Text Classification (I8)
92% 425
611.0 IPS
 
Machine Translation (F32)
100% 1124
20.7 IPS
 
Machine Translation (F16)
100% 1043
19.2 IPS
 
Machine Translation (I8)
64% 488
8.98 IPS
 

Compare

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