Geekbench ML Score

258
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 04 2024 11:52 AM
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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 111
20.7 IPS
 
Image Classification (F16)
100% 108
20.3 IPS
 
Image Classification (I8)
97% 294
55.0 IPS
 
Image Segmentation (F32)
100% 136
2.27 IPS
 
Image Segmentation (F16)
100% 139
2.32 IPS
 
Image Segmentation (I8)
98% 304
5.07 IPS
 
Pose Estimation (F32)
100% 195
0.24 IPS
 
Pose Estimation (F16)
100% 179
0.22 IPS
 
Pose Estimation (I8)
100% 734
0.89 IPS
 
Object Detection (F32)
100% 108
8.03 IPS
 
Object Detection (F16)
100% 107
8.01 IPS
 
Object Detection (I8)
61% 321
24.0 IPS
 
Face Detection (F32)
100% 331
3.93 IPS
 
Face Detection (F16)
100% 324
3.85 IPS
 
Face Detection (I8)
86% 685
8.15 IPS
 
Depth Estimation (F32)
100% 280
2.17 IPS
 
Depth Estimation (F16)
100% 241
1.87 IPS
 
Depth Estimation (I8)
95% 703
5.45 IPS
 
Style Transfer (F32)
100% 422
0.56 IPS
 
Style Transfer (F16)
100% 450
0.59 IPS
 
Style Transfer (I8)
98% 1084
1.43 IPS
 
Image Super-Resolution (F32)
100% 117
4.19 IPS
 
Image Super-Resolution (F16)
100% 134
4.77 IPS
 
Image Super-Resolution (I8)
98% 523
18.7 IPS
 
Text Classification (F32)
100% 160
230.6 IPS
 
Text Classification (F16)
100% 159
227.9 IPS
 
Text Classification (I8)
92% 309
444.2 IPS
 
Machine Translation (F32)
100% 264
4.85 IPS
 
Machine Translation (F16)
100% 289
5.33 IPS
 
Machine Translation (I8)
64% 354
6.52 IPS
 

Compare

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