Geekbench ML Score

1059
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 13 2024 08:14 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911B
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 595
111.3 IPS
 
Image Classification (F16)
100% 877
164.1 IPS
 
Image Classification (I8)
99% 843
157.8 IPS
 
Image Segmentation (F32)
100% 929
15.5 IPS
 
Image Segmentation (F16)
100% 1258
21.0 IPS
 
Image Segmentation (I8)
98% 1472
24.6 IPS
 
Pose Estimation (F32)
100% 871
1.05 IPS
 
Pose Estimation (F16)
100% 1113
1.35 IPS
 
Pose Estimation (I8)
100% 1216
1.47 IPS
 
Object Detection (F32)
100% 271
20.2 IPS
 
Object Detection (F16)
100% 387
28.9 IPS
 
Object Detection (I8)
62% 477
35.6 IPS
 
Face Detection (F32)
100% 2062
24.5 IPS
 
Face Detection (F16)
97% 3009
35.8 IPS
 
Face Detection (I8)
86% 3250
38.6 IPS
 
Depth Estimation (F32)
100% 1470
11.4 IPS
 
Depth Estimation (F16)
100% 2809
21.8 IPS
 
Depth Estimation (I8)
95% 2828
21.9 IPS
 
Style Transfer (F32)
100% 3709
4.88 IPS
 
Style Transfer (F16)
100% 8497
11.2 IPS
 
Style Transfer (I8)
98% 8450
11.1 IPS
 
Image Super-Resolution (F32)
100% 465
16.6 IPS
 
Image Super-Resolution (F16)
100% 329
11.7 IPS
 
Image Super-Resolution (I8)
98% 321
11.5 IPS
 
Text Classification (F32)
100% 437
627.7 IPS
 
Text Classification (F16)
100% 440
631.9 IPS
 
Text Classification (I8)
92% 682
980.8 IPS
 
Machine Translation (F32)
100% 675
12.4 IPS
 
Machine Translation (F16)
100% 656
12.1 IPS
 
Machine Translation (I8)
64% 706
13.0 IPS
 

Compare

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