Geekbench ML Score

195
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 20 2024 06:28 PM
Views 2

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 3.36 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 91
9.76 IPS
 
Image Classification (F16)
100% 87
9.28 IPS
 
Image Classification (I8)
81% 139
14.9 IPS
 
Image Segmentation (F32)
100% 331
2.05 IPS
 
Image Segmentation (F16)
100% 358
2.21 IPS
 
Image Segmentation (I8)
89% 559
3.45 IPS
 
Pose Estimation (F32)
100% 121
0.49 IPS
 
Pose Estimation (F16)
100% 112
0.45 IPS
 
Pose Estimation (I8)
80% 118
0.48 IPS
 
Object Detection (F32)
100% 146
5.11 IPS
 
Object Detection (F16)
100% 135
4.75 IPS
 
Object Detection (I8)
52% 220
7.72 IPS
 
Face Detection (F32)
100% 287
3.30 IPS
 
Face Detection (F16)
100% 264
3.03 IPS
 
Face Detection (I8)
75% 317
3.64 IPS
 
Text Classification (F32)
100% 264
104.5 IPS
 
Text Classification (F16)
100% 267
105.6 IPS
 
Machine Translation (F32)
100% 192
29.6 IPS
 
Machine Translation (F16)
100% 198
30.5 IPS
 

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