Geekbench ML Score

164
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 09 2024 05:44 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 7.30 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 81
8.65 IPS
 
Image Classification (F16)
100% 80
8.52 IPS
 
Image Classification (I8)
81% 109
11.7 IPS
 
Image Segmentation (F32)
100% 268
1.65 IPS
 
Image Segmentation (F16)
100% 273
1.68 IPS
 
Image Segmentation (I8)
89% 448
2.76 IPS
 
Pose Estimation (F32)
100% 118
0.48 IPS
 
Pose Estimation (F16)
100% 112
0.45 IPS
 
Pose Estimation (I8)
80% 116
0.47 IPS
 
Object Detection (F32)
100% 122
4.29 IPS
 
Object Detection (F16)
100% 126
4.42 IPS
 
Object Detection (I8)
52% 163
5.73 IPS
 
Face Detection (F32)
100% 217
2.50 IPS
 
Face Detection (F16)
100% 211
2.43 IPS
 
Face Detection (I8)
75% 255
2.92 IPS
 
Text Classification (F32)
100% 200
79.0 IPS
 
Text Classification (F16)
100% 186
73.7 IPS
 
Machine Translation (F32)
100% 185
28.6 IPS
 
Machine Translation (F16)
100% 185
28.5 IPS
 

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