Geekbench ML Score

471
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 25 2024 11:17 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908B
Motherboard s5e9925
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.82 GHz
Cluster 14 Cores @ 1.82 GHz
Cluster 23 Cores @ 2.52 GHz
Cluster 31 Core @ 2.80 GHz
Memory Information
Size 10.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 361
67.6 IPS
 
Image Classification (F16)
100% 316
59.1 IPS
 
Image Classification (I8)
97% 330
61.7 IPS
 
Image Segmentation (F32)
100% 302
5.04 IPS
 
Image Segmentation (F16)
100% 267
4.45 IPS
 
Image Segmentation (I8)
98% 313
5.22 IPS
 
Pose Estimation (F32)
100% 759
0.92 IPS
 
Pose Estimation (F16)
100% 735
0.89 IPS
 
Pose Estimation (I8)
100% 2496
3.02 IPS
 
Object Detection (F32)
100% 200
14.9 IPS
 
Object Detection (F16)
100% 196
14.6 IPS
 
Object Detection (I8)
61% 478
35.7 IPS
 
Face Detection (F32)
100% 379
4.51 IPS
 
Face Detection (F16)
100% 372
4.43 IPS
 
Face Detection (I8)
86% 608
7.23 IPS
 
Depth Estimation (F32)
100% 464
3.60 IPS
 
Depth Estimation (F16)
100% 461
3.57 IPS
 
Depth Estimation (I8)
95% 918
7.12 IPS
 
Style Transfer (F32)
100% 1314
1.73 IPS
 
Style Transfer (F16)
100% 1268
1.67 IPS
 
Style Transfer (I8)
98% 2617
3.44 IPS
 
Image Super-Resolution (F32)
100% 391
14.0 IPS
 
Image Super-Resolution (F16)
100% 423
15.1 IPS
 
Image Super-Resolution (I8)
98% 441
15.7 IPS
 
Text Classification (F32)
100% 516
741.5 IPS
 
Text Classification (F16)
100% 422
606.5 IPS
 
Text Classification (I8)
92% 286
410.6 IPS
 
Machine Translation (F32)
100% 342
6.30 IPS
 
Machine Translation (F16)
100% 350
6.43 IPS
 
Machine Translation (I8)
64% 165
3.04 IPS
 

Compare

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