Geekbench ML Score

215
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 31 2024 07:01 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 5.31 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 105
11.2 IPS
 
Image Classification (F16)
100% 92
9.91 IPS
 
Image Classification (I8)
81% 130
14.0 IPS
 
Image Segmentation (F32)
100% 348
2.15 IPS
 
Image Segmentation (F16)
100% 360
2.22 IPS
 
Image Segmentation (I8)
89% 585
3.61 IPS
 
Pose Estimation (F32)
100% 138
0.56 IPS
 
Pose Estimation (F16)
100% 136
0.55 IPS
 
Pose Estimation (I8)
80% 152
0.61 IPS
 
Object Detection (F32)
100% 160
5.62 IPS
 
Object Detection (F16)
100% 156
5.49 IPS
 
Object Detection (I8)
52% 244
8.56 IPS
 
Face Detection (F32)
100% 284
3.26 IPS
 
Face Detection (F16)
100% 310
3.56 IPS
 
Face Detection (I8)
75% 361
4.15 IPS
 
Text Classification (F32)
100% 308
121.8 IPS
 
Text Classification (F16)
100% 333
131.6 IPS
 
Machine Translation (F32)
100% 207
31.9 IPS
 
Machine Translation (F16)
100% 195
30.0 IPS
 

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