Geekbench ML Score

1120
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User korbs
Upload Date July 25 2024 09:20 PM
Views 4

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911U
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% 653
122.3 IPS
 
Image Classification (F16)
100% 930
174.0 IPS
 
Image Classification (I8)
99% 811
151.8 IPS
 
Image Segmentation (F32)
100% 1056
17.6 IPS
 
Image Segmentation (F16)
100% 1215
20.3 IPS
 
Image Segmentation (I8)
98% 1345
22.5 IPS
 
Pose Estimation (F32)
100% 971
1.18 IPS
 
Pose Estimation (F16)
100% 1395
1.69 IPS
 
Pose Estimation (I8)
100% 1384
1.68 IPS
 
Object Detection (F32)
100% 360
26.9 IPS
 
Object Detection (F16)
100% 486
36.3 IPS
 
Object Detection (I8)
62% 496
37.0 IPS
 
Face Detection (F32)
100% 2305
27.4 IPS
 
Face Detection (F16)
97% 3671
43.7 IPS
 
Face Detection (I8)
86% 3084
36.7 IPS
 
Depth Estimation (F32)
100% 1516
11.8 IPS
 
Depth Estimation (F16)
100% 2953
22.9 IPS
 
Depth Estimation (I8)
95% 2926
22.7 IPS
 
Style Transfer (F32)
100% 3804
5.00 IPS
 
Style Transfer (F16)
100% 8592
11.3 IPS
 
Style Transfer (I8)
98% 8567
11.3 IPS
 
Image Super-Resolution (F32)
100% 482
17.2 IPS
 
Image Super-Resolution (F16)
100% 386
13.8 IPS
 
Image Super-Resolution (I8)
98% 393
14.0 IPS
 
Text Classification (F32)
100% 421
605.4 IPS
 
Text Classification (F16)
100% 421
605.0 IPS
 
Text Classification (I8)
92% 601
863.6 IPS
 
Machine Translation (F32)
100% 675
12.4 IPS
 
Machine Translation (F16)
100% 632
11.6 IPS
 
Machine Translation (I8)
64% 695
12.8 IPS
 

Compare

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