Geekbench ML Score

441
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 23 2024 01:18 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908E
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 10.95 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 197
36.9 IPS
 
Image Classification (F16)
100% 193
36.2 IPS
 
Image Classification (I8)
97% 551
103.0 IPS
 
Image Segmentation (F32)
100% 241
4.03 IPS
 
Image Segmentation (F16)
100% 238
3.97 IPS
 
Image Segmentation (I8)
98% 570
9.51 IPS
 
Pose Estimation (F32)
100% 332
0.40 IPS
 
Pose Estimation (F16)
100% 328
0.40 IPS
 
Pose Estimation (I8)
100% 1330
1.61 IPS
 
Object Detection (F32)
100% 197
14.7 IPS
 
Object Detection (F16)
100% 199
14.9 IPS
 
Object Detection (I8)
61% 600
44.8 IPS
 
Face Detection (F32)
100% 518
6.16 IPS
 
Face Detection (F16)
100% 508
6.04 IPS
 
Face Detection (I8)
86% 1292
15.4 IPS
 
Depth Estimation (F32)
100% 424
3.29 IPS
 
Depth Estimation (F16)
100% 421
3.26 IPS
 
Depth Estimation (I8)
95% 1277
9.90 IPS
 
Style Transfer (F32)
100% 684
0.90 IPS
 
Style Transfer (F16)
100% 678
0.89 IPS
 
Style Transfer (I8)
98% 1858
2.44 IPS
 
Image Super-Resolution (F32)
100% 207
7.40 IPS
 
Image Super-Resolution (F16)
100% 208
7.42 IPS
 
Image Super-Resolution (I8)
98% 813
29.0 IPS
 
Text Classification (F32)
100% 268
385.3 IPS
 
Text Classification (F16)
100% 269
387.1 IPS
 
Text Classification (I8)
92% 488
701.9 IPS
 
Machine Translation (F32)
100% 453
8.34 IPS
 
Machine Translation (F16)
100% 446
8.20 IPS
 
Machine Translation (I8)
64% 578
10.6 IPS
 

Compare

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