Geekbench ML Score

161
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 20 2024 06:37 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% 92
9.88 IPS
 
Image Classification (F16)
100% 85
9.15 IPS
 
Image Classification (I8)
81% 116
12.5 IPS
 
Image Segmentation (F32)
100% 228
1.41 IPS
 
Image Segmentation (F16)
100% 258
1.59 IPS
 
Image Segmentation (I8)
89% 475
2.94 IPS
 
Pose Estimation (F32)
100% 80
0.32 IPS
 
Pose Estimation (F16)
100% 75
0.30 IPS
 
Pose Estimation (I8)
80% 95
0.38 IPS
 
Object Detection (F32)
100% 111
3.89 IPS
 
Object Detection (F16)
100% 111
3.89 IPS
 
Object Detection (I8)
52% 155
5.44 IPS
 
Face Detection (F32)
100% 222
2.55 IPS
 
Face Detection (F16)
100% 225
2.58 IPS
 
Face Detection (I8)
75% 310
3.57 IPS
 
Text Classification (F32)
100% 238
94.2 IPS
 
Text Classification (F16)
100% 247
97.6 IPS
 
Machine Translation (F32)
100% 190
29.4 IPS
 
Machine Translation (F16)
100% 191
29.5 IPS
 

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