Geekbench ML Score

405
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 24 2024 04:12 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22
Model IDsamsung SM-S901U1
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 7.06 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 186
34.9 IPS
 
Image Classification (F16)
100% 178
33.3 IPS
 
Image Classification (I8)
97% 528
98.9 IPS
 
Image Segmentation (F32)
100% 213
3.55 IPS
 
Image Segmentation (F16)
100% 214
3.58 IPS
 
Image Segmentation (I8)
98% 517
8.63 IPS
 
Pose Estimation (F32)
100% 280
0.34 IPS
 
Pose Estimation (F16)
100% 277
0.34 IPS
 
Pose Estimation (I8)
100% 1186
1.44 IPS
 
Object Detection (F32)
100% 184
13.7 IPS
 
Object Detection (F16)
100% 182
13.6 IPS
 
Object Detection (I8)
61% 565
42.2 IPS
 
Face Detection (F32)
100% 464
5.52 IPS
 
Face Detection (F16)
100% 456
5.42 IPS
 
Face Detection (I8)
86% 1102
13.1 IPS
 
Depth Estimation (F32)
100% 368
2.85 IPS
 
Depth Estimation (F16)
100% 370
2.87 IPS
 
Depth Estimation (I8)
95% 1174
9.11 IPS
 
Style Transfer (F32)
100% 634
0.83 IPS
 
Style Transfer (F16)
100% 633
0.83 IPS
 
Style Transfer (I8)
98% 1700
2.24 IPS
 
Image Super-Resolution (F32)
100% 192
6.87 IPS
 
Image Super-Resolution (F16)
100% 196
6.98 IPS
 
Image Super-Resolution (I8)
98% 770
27.5 IPS
 
Text Classification (F32)
100% 257
368.6 IPS
 
Text Classification (F16)
100% 259
371.8 IPS
 
Text Classification (I8)
92% 488
700.6 IPS
 
Machine Translation (F32)
100% 430
7.91 IPS
 
Machine Translation (F16)
100% 416
7.66 IPS
 
Machine Translation (I8)
64% 546
10.0 IPS
 

Compare

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