Geekbench ML Score

1116
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 05 2024 08:56 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908B
Motherboard s5e9925
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.82 GHz
Cluster 14 Cores @ 1.82 GHz
Cluster 23 Cores @ 2.52 GHz
Cluster 31 Core @ 2.80 GHz
Memory Information
Size 7.12 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 397
74.3 IPS
 
Image Classification (F16)
100% 465
87.0 IPS
 
Image Classification (I8)
99% 368
68.8 IPS
 
Image Segmentation (F32)
100% 1207
20.2 IPS
 
Image Segmentation (F16)
100% 1499
25.0 IPS
 
Image Segmentation (I8)
98% 1462
24.4 IPS
 
Pose Estimation (F32)
100% 1911
2.31 IPS
 
Pose Estimation (F16)
100% 2567
3.11 IPS
 
Pose Estimation (I8)
100% 2759
3.34 IPS
 
Object Detection (F32)
100% 419
31.3 IPS
 
Object Detection (F16)
100% 336
25.1 IPS
 
Object Detection (I8)
58% 330
24.7 IPS
 
Face Detection (F32)
100% 1872
22.3 IPS
 
Face Detection (F16)
97% 1905
22.6 IPS
 
Face Detection (I8)
86% 1837
21.8 IPS
 
Depth Estimation (F32)
100% 2130
16.5 IPS
 
Depth Estimation (F16)
100% 2730
21.2 IPS
 
Depth Estimation (I8)
95% 2733
21.2 IPS
 
Style Transfer (F32)
100% 6059
7.97 IPS
 
Style Transfer (F16)
100% 8664
11.4 IPS
 
Style Transfer (I8)
98% 8795
11.6 IPS
 
Image Super-Resolution (F32)
100% 1063
38.0 IPS
 
Image Super-Resolution (F16)
100% 1320
47.1 IPS
 
Image Super-Resolution (I8)
98% 1367
48.8 IPS
 
Text Classification (F32)
100% 244
350.7 IPS
 
Text Classification (F16)
100% 245
351.6 IPS
 
Text Classification (I8)
92% 460
660.7 IPS
 
Machine Translation (F32)
100% 422
7.76 IPS
 
Machine Translation (F16)
100% 416
7.65 IPS
 
Machine Translation (I8)
64% 540
9.95 IPS
 

Compare

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