Geekbench ML Score

964
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 25 2024 08:43 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% 480
89.9 IPS
 
Image Classification (F16)
100% 476
89.0 IPS
 
Image Classification (I8)
97% 787
147.2 IPS
 
Image Segmentation (F32)
100% 600
10.0 IPS
 
Image Segmentation (F16)
100% 613
10.2 IPS
 
Image Segmentation (I8)
98% 743
12.4 IPS
 
Pose Estimation (F32)
100% 1005
1.22 IPS
 
Pose Estimation (F16)
100% 1017
1.23 IPS
 
Pose Estimation (I8)
100% 4309
5.22 IPS
 
Object Detection (F32)
100% 500
37.3 IPS
 
Object Detection (F16)
100% 524
39.2 IPS
 
Object Detection (I8)
61% 1103
82.4 IPS
 
Face Detection (F32)
100% 1071
12.7 IPS
 
Face Detection (F16)
100% 1092
13.0 IPS
 
Face Detection (I8)
86% 1768
21.0 IPS
 
Depth Estimation (F32)
100% 1087
8.43 IPS
 
Depth Estimation (F16)
100% 1054
8.17 IPS
 
Depth Estimation (I8)
95% 2046
15.9 IPS
 
Style Transfer (F32)
100% 1806
2.38 IPS
 
Style Transfer (F16)
100% 1928
2.54 IPS
 
Style Transfer (I8)
98% 3863
5.08 IPS
 
Image Super-Resolution (F32)
100% 681
24.3 IPS
 
Image Super-Resolution (F16)
100% 691
24.7 IPS
 
Image Super-Resolution (I8)
98% 1806
64.5 IPS
 
Text Classification (F32)
100% 625
897.5 IPS
 
Text Classification (F16)
100% 602
865.6 IPS
 
Text Classification (I8)
92% 463
665.6 IPS
 
Machine Translation (F32)
100% 1150
21.2 IPS
 
Machine Translation (F16)
100% 1033
19.0 IPS
 
Machine Translation (I8)
64% 476
8.76 IPS
 

Compare

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