Geekbench ML Score

937
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 01 2024 07:36 AM
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 542
101.4 IPS
 
Image Classification (F16)
100% 796
148.9 IPS
 
Image Classification (I8)
99% 737
137.9 IPS
 
Image Segmentation (F32)
100% 1003
16.7 IPS
 
Image Segmentation (F16)
100% 1248
20.8 IPS
 
Image Segmentation (I8)
98% 1427
23.8 IPS
 
Pose Estimation (F32)
100% 876
1.06 IPS
 
Pose Estimation (F16)
100% 1128
1.37 IPS
 
Pose Estimation (I8)
100% 1098
1.33 IPS
 
Object Detection (F32)
100% 312
23.3 IPS
 
Object Detection (F16)
100% 361
27.0 IPS
 
Object Detection (I8)
62% 366
27.3 IPS
 
Face Detection (F32)
100% 1970
23.4 IPS
 
Face Detection (F16)
97% 1767
21.0 IPS
 
Face Detection (I8)
86% 1958
23.3 IPS
 
Depth Estimation (F32)
100% 1408
10.9 IPS
 
Depth Estimation (F16)
100% 2687
20.8 IPS
 
Depth Estimation (I8)
95% 2631
20.4 IPS
 
Style Transfer (F32)
100% 3326
4.38 IPS
 
Style Transfer (F16)
100% 6936
9.12 IPS
 
Style Transfer (I8)
98% 6812
8.96 IPS
 
Image Super-Resolution (F32)
100% 381
13.6 IPS
 
Image Super-Resolution (F16)
100% 324
11.6 IPS
 
Image Super-Resolution (I8)
98% 356
12.7 IPS
 
Text Classification (F32)
100% 343
493.7 IPS
 
Text Classification (F16)
100% 343
492.5 IPS
 
Text Classification (I8)
92% 503
722.4 IPS
 
Machine Translation (F32)
100% 586
10.8 IPS
 
Machine Translation (F16)
100% 590
10.9 IPS
 
Machine Translation (I8)
64% 591
10.9 IPS
 

Compare

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