Geekbench ML Score

448
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 09:29 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908U
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% 198
37.0 IPS
 
Image Classification (F16)
100% 196
36.6 IPS
 
Image Classification (I8)
97% 551
103.1 IPS
 
Image Segmentation (F32)
100% 248
4.14 IPS
 
Image Segmentation (F16)
100% 247
4.12 IPS
 
Image Segmentation (I8)
98% 578
9.66 IPS
 
Pose Estimation (F32)
100% 313
0.38 IPS
 
Pose Estimation (F16)
100% 314
0.38 IPS
 
Pose Estimation (I8)
100% 1337
1.62 IPS
 
Object Detection (F32)
100% 203
15.2 IPS
 
Object Detection (F16)
100% 204
15.2 IPS
 
Object Detection (I8)
61% 599
44.7 IPS
 
Face Detection (F32)
100% 534
6.35 IPS
 
Face Detection (F16)
100% 521
6.20 IPS
 
Face Detection (I8)
86% 1313
15.6 IPS
 
Depth Estimation (F32)
100% 437
3.39 IPS
 
Depth Estimation (F16)
100% 434
3.36 IPS
 
Depth Estimation (I8)
95% 1332
10.3 IPS
 
Style Transfer (F32)
100% 700
0.92 IPS
 
Style Transfer (F16)
100% 694
0.91 IPS
 
Style Transfer (I8)
98% 1913
2.52 IPS
 
Image Super-Resolution (F32)
100% 214
7.63 IPS
 
Image Super-Resolution (F16)
100% 212
7.57 IPS
 
Image Super-Resolution (I8)
98% 823
29.4 IPS
 
Text Classification (F32)
100% 269
386.6 IPS
 
Text Classification (F16)
100% 269
386.5 IPS
 
Text Classification (I8)
92% 490
703.5 IPS
 
Machine Translation (F32)
100% 464
8.55 IPS
 
Machine Translation (F16)
100% 454
8.35 IPS
 
Machine Translation (I8)
64% 596
11.0 IPS
 

Compare

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