Geekbench ML Score

1065
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 27 2024 07:06 PM
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% 630
117.8 IPS
 
Image Classification (F16)
100% 505
94.6 IPS
 
Image Classification (I8)
99% 782
146.3 IPS
 
Image Segmentation (F32)
100% 927
15.5 IPS
 
Image Segmentation (F16)
100% 1048
17.5 IPS
 
Image Segmentation (I8)
98% 980
16.4 IPS
 
Pose Estimation (F32)
100% 906
1.10 IPS
 
Pose Estimation (F16)
100% 1314
1.59 IPS
 
Pose Estimation (I8)
100% 1295
1.57 IPS
 
Object Detection (F32)
100% 473
35.3 IPS
 
Object Detection (F16)
100% 511
38.1 IPS
 
Object Detection (I8)
62% 527
39.4 IPS
 
Face Detection (F32)
100% 2240
26.6 IPS
 
Face Detection (F16)
97% 3483
41.4 IPS
 
Face Detection (I8)
86% 3321
39.5 IPS
 
Depth Estimation (F32)
100% 1456
11.3 IPS
 
Depth Estimation (F16)
100% 2792
21.6 IPS
 
Depth Estimation (I8)
95% 2794
21.7 IPS
 
Style Transfer (F32)
100% 3779
4.97 IPS
 
Style Transfer (F16)
100% 8494
11.2 IPS
 
Style Transfer (I8)
98% 8402
11.1 IPS
 
Image Super-Resolution (F32)
100% 433
15.5 IPS
 
Image Super-Resolution (F16)
100% 379
13.5 IPS
 
Image Super-Resolution (I8)
98% 370
13.2 IPS
 
Text Classification (F32)
100% 417
599.4 IPS
 
Text Classification (F16)
100% 421
605.1 IPS
 
Text Classification (I8)
92% 600
862.9 IPS
 
Machine Translation (F32)
100% 633
11.6 IPS
 
Machine Translation (F16)
100% 647
11.9 IPS
 
Machine Translation (I8)
64% 698
12.8 IPS
 

Compare

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