Geekbench ML Score

186
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 18 2024 06:43 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22
Model IDsamsung SM-S901B
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 7.10 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 69
13.0 IPS
 
Image Classification (F16)
100% 70
13.2 IPS
 
Image Classification (I8)
97% 82
15.4 IPS
 
Image Segmentation (F32)
100% 202
3.38 IPS
 
Image Segmentation (F16)
100% 203
3.40 IPS
 
Image Segmentation (I8)
98% 253
4.22 IPS
 
Pose Estimation (F32)
100% 522
0.63 IPS
 
Pose Estimation (F16)
100% 519
0.63 IPS
 
Pose Estimation (I8)
100% 1391
1.68 IPS
 
Object Detection (F32)
100% 100
7.45 IPS
 
Object Detection (F16)
100% 95
7.08 IPS
 
Object Detection (I8)
61% 134
9.98 IPS
 
Face Detection (F32)
100% 247
2.94 IPS
 
Face Detection (F16)
100% 232
2.76 IPS
 
Face Detection (I8)
86% 381
4.53 IPS
 
Depth Estimation (F32)
100% 273
2.12 IPS
 
Depth Estimation (F16)
100% 256
1.99 IPS
 
Depth Estimation (I8)
95% 452
3.50 IPS
 
Style Transfer (F32)
100% 960
1.26 IPS
 
Style Transfer (F16)
100% 963
1.27 IPS
 
Style Transfer (I8)
98% 1541
2.03 IPS
 
Image Super-Resolution (F32)
100% 144
5.14 IPS
 
Image Super-Resolution (F16)
100% 149
5.34 IPS
 
Image Super-Resolution (I8)
98% 269
9.59 IPS
 
Text Classification (F32)
100% 40
57.6 IPS
 
Text Classification (F16)
100% 39
56.5 IPS
 
Text Classification (I8)
92% 30
42.4 IPS
 
Machine Translation (F32)
100% 62
1.15 IPS
 
Machine Translation (F16)
100% 57
1.04 IPS
 
Machine Translation (I8)
64% 74
1.36 IPS
 

Compare

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