Geekbench ML Score

205
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 06 2024 10:44 PM
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 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 100
10.7 IPS
 
Image Classification (F16)
100% 97
10.4 IPS
 
Image Classification (I8)
81% 136
14.5 IPS
 
Image Segmentation (F32)
100% 347
2.14 IPS
 
Image Segmentation (F16)
100% 347
2.14 IPS
 
Image Segmentation (I8)
89% 530
3.27 IPS
 
Pose Estimation (F32)
100% 134
0.54 IPS
 
Pose Estimation (F16)
100% 128
0.52 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
100% 156
5.46 IPS
 
Object Detection (F16)
100% 151
5.29 IPS
 
Object Detection (I8)
52% 207
7.27 IPS
 
Face Detection (F32)
100% 288
3.31 IPS
 
Face Detection (F16)
100% 290
3.33 IPS
 
Face Detection (I8)
75% 352
4.05 IPS
 
Text Classification (F32)
100% 278
110.1 IPS
 
Text Classification (F16)
100% 274
108.5 IPS
 
Machine Translation (F32)
100% 201
30.9 IPS
 
Machine Translation (F16)
100% 198
30.4 IPS
 

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