Geekbench ML Score

181
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 20 2024 07:50 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-A166P
Model IDsamsung SM-A166P
Motherboard a16xm
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 4 part 3339 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.40 GHz
Memory Information
Size 7.28 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 85
9.14 IPS
 
Image Classification (F16)
100% 83
8.88 IPS
 
Image Classification (I8)
81% 153
16.4 IPS
 
Image Segmentation (F32)
100% 306
1.89 IPS
 
Image Segmentation (F16)
100% 330
2.04 IPS
 
Image Segmentation (I8)
89% 512
3.17 IPS
 
Pose Estimation (F32)
100% 118
0.48 IPS
 
Pose Estimation (F16)
100% 93
0.37 IPS
 
Pose Estimation (I8)
80% 104
0.42 IPS
 
Object Detection (F32)
100% 135
4.75 IPS
 
Object Detection (F16)
100% 134
4.70 IPS
 
Object Detection (I8)
52% 192
6.73 IPS
 
Face Detection (F32)
100% 225
2.59 IPS
 
Face Detection (F16)
100% 222
2.55 IPS
 
Face Detection (I8)
75% 293
3.37 IPS
 
Text Classification (F32)
100% 252
99.6 IPS
 
Text Classification (F16)
100% 264
104.6 IPS
 
Machine Translation (F32)
100% 192
29.6 IPS
 
Machine Translation (F16)
100% 194
29.9 IPS
 

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