Geekbench ML Score

214
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 29 2024 12:44 AM
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% 97
10.3 IPS
 
Image Classification (F16)
100% 90
9.63 IPS
 
Image Classification (I8)
81% 146
15.6 IPS
 
Image Segmentation (F32)
100% 352
2.18 IPS
 
Image Segmentation (F16)
100% 362
2.24 IPS
 
Image Segmentation (I8)
89% 618
3.82 IPS
 
Pose Estimation (F32)
100% 133
0.54 IPS
 
Pose Estimation (F16)
100% 135
0.55 IPS
 
Pose Estimation (I8)
80% 149
0.60 IPS
 
Object Detection (F32)
100% 158
5.53 IPS
 
Object Detection (F16)
100% 149
5.22 IPS
 
Object Detection (I8)
52% 244
8.57 IPS
 
Face Detection (F32)
100% 319
3.67 IPS
 
Face Detection (F16)
100% 307
3.52 IPS
 
Face Detection (I8)
75% 366
4.20 IPS
 
Text Classification (F32)
100% 287
113.5 IPS
 
Text Classification (F16)
100% 292
115.5 IPS
 
Machine Translation (F32)
100% 200
30.9 IPS
 
Machine Translation (F16)
100% 206
31.7 IPS
 

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