Geekbench ML Score

579
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 06 2024 08:28 AM
Views 2

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22
Model IDsamsung SM-S9010
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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 294
55.1 IPS
 
Image Classification (F16)
100% 287
53.7 IPS
 
Image Classification (I8)
97% 416
77.8 IPS
 
Image Segmentation (F32)
100% 387
6.47 IPS
 
Image Segmentation (F16)
100% 380
6.35 IPS
 
Image Segmentation (I8)
98% 437
7.29 IPS
 
Pose Estimation (F32)
100% 661
0.80 IPS
 
Pose Estimation (F16)
100% 625
0.76 IPS
 
Pose Estimation (I8)
100% 2580
3.12 IPS
 
Object Detection (F32)
100% 298
22.3 IPS
 
Object Detection (F16)
100% 268
20.0 IPS
 
Object Detection (I8)
61% 616
46.0 IPS
 
Face Detection (F32)
100% 651
7.74 IPS
 
Face Detection (F16)
100% 663
7.88 IPS
 
Face Detection (I8)
86% 984
11.7 IPS
 
Depth Estimation (F32)
100% 670
5.20 IPS
 
Depth Estimation (F16)
100% 646
5.01 IPS
 
Depth Estimation (I8)
95% 1146
8.88 IPS
 
Style Transfer (F32)
100% 1207
1.59 IPS
 
Style Transfer (F16)
100% 1227
1.61 IPS
 
Style Transfer (I8)
98% 2703
3.56 IPS
 
Image Super-Resolution (F32)
100% 403
14.4 IPS
 
Image Super-Resolution (F16)
100% 431
15.4 IPS
 
Image Super-Resolution (I8)
98% 1208
43.1 IPS
 
Text Classification (F32)
100% 381
547.4 IPS
 
Text Classification (F16)
100% 391
561.5 IPS
 
Text Classification (I8)
92% 281
403.7 IPS
 
Machine Translation (F32)
100% 617
11.4 IPS
 
Machine Translation (F16)
100% 566
10.4 IPS
 
Machine Translation (I8)
64% 251
4.61 IPS
 

Compare

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