Geekbench ML Score

1005
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 20 2024 05:30 AM
Views 4

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S9180
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 641
119.9 IPS
 
Image Classification (F16)
100% 966
180.8 IPS
 
Image Classification (I8)
99% 831
155.4 IPS
 
Image Segmentation (F32)
100% 941
15.7 IPS
 
Image Segmentation (F16)
100% 1188
19.8 IPS
 
Image Segmentation (I8)
98% 1206
20.1 IPS
 
Pose Estimation (F32)
100% 869
1.05 IPS
 
Pose Estimation (F16)
100% 1161
1.41 IPS
 
Pose Estimation (I8)
100% 1149
1.39 IPS
 
Object Detection (F32)
100% 353
26.4 IPS
 
Object Detection (F16)
100% 453
33.8 IPS
 
Object Detection (I8)
62% 403
30.1 IPS
 
Face Detection (F32)
100% 1912
22.7 IPS
 
Face Detection (F16)
97% 2357
28.0 IPS
 
Face Detection (I8)
86% 2679
31.9 IPS
 
Depth Estimation (F32)
100% 1274
9.88 IPS
 
Depth Estimation (F16)
100% 2694
20.9 IPS
 
Depth Estimation (I8)
95% 2693
20.9 IPS
 
Style Transfer (F32)
100% 3055
4.02 IPS
 
Style Transfer (F16)
100% 7905
10.4 IPS
 
Style Transfer (I8)
98% 7939
10.4 IPS
 
Image Super-Resolution (F32)
100% 376
13.4 IPS
 
Image Super-Resolution (F16)
100% 269
9.59 IPS
 
Image Super-Resolution (I8)
98% 284
10.2 IPS
 
Text Classification (F32)
100% 427
613.8 IPS
 
Text Classification (F16)
100% 440
632.3 IPS
 
Text Classification (I8)
92% 684
982.9 IPS
 
Machine Translation (F32)
100% 658
12.1 IPS
 
Machine Translation (F16)
100% 634
11.7 IPS
 
Machine Translation (I8)
64% 686
12.6 IPS
 

Compare

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