Geekbench ML Score

432
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 30 2024 01:16 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22
Model IDsamsung SM-S901N
Motherboard taro
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.05 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 184
34.5 IPS
 
Image Classification (F16)
100% 190
35.5 IPS
 
Image Classification (I8)
97% 535
100.1 IPS
 
Image Segmentation (F32)
100% 228
3.81 IPS
 
Image Segmentation (F16)
100% 234
3.91 IPS
 
Image Segmentation (I8)
98% 567
9.48 IPS
 
Pose Estimation (F32)
100% 295
0.36 IPS
 
Pose Estimation (F16)
100% 305
0.37 IPS
 
Pose Estimation (I8)
100% 1315
1.59 IPS
 
Object Detection (F32)
100% 199
14.9 IPS
 
Object Detection (F16)
100% 200
14.9 IPS
 
Object Detection (I8)
61% 588
43.9 IPS
 
Face Detection (F32)
100% 498
5.92 IPS
 
Face Detection (F16)
100% 489
5.81 IPS
 
Face Detection (I8)
86% 1269
15.1 IPS
 
Depth Estimation (F32)
100% 404
3.13 IPS
 
Depth Estimation (F16)
100% 405
3.14 IPS
 
Depth Estimation (I8)
95% 1269
9.84 IPS
 
Style Transfer (F32)
100% 671
0.88 IPS
 
Style Transfer (F16)
100% 672
0.88 IPS
 
Style Transfer (I8)
98% 1813
2.39 IPS
 
Image Super-Resolution (F32)
100% 207
7.40 IPS
 
Image Super-Resolution (F16)
100% 208
7.43 IPS
 
Image Super-Resolution (I8)
98% 833
29.7 IPS
 
Text Classification (F32)
100% 269
386.1 IPS
 
Text Classification (F16)
100% 269
386.4 IPS
 
Text Classification (I8)
92% 488
701.8 IPS
 
Machine Translation (F32)
100% 452
8.32 IPS
 
Machine Translation (F16)
100% 435
8.01 IPS
 
Machine Translation (I8)
64% 574
10.6 IPS
 

Compare

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