Geekbench ML Score

156
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 28 2024 09:17 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% 75
8.08 IPS
 
Image Classification (F16)
100% 79
8.49 IPS
 
Image Classification (I8)
81% 101
10.9 IPS
 
Image Segmentation (F32)
100% 266
1.64 IPS
 
Image Segmentation (F16)
100% 294
1.82 IPS
 
Image Segmentation (I8)
89% 417
2.57 IPS
 
Pose Estimation (F32)
100% 105
0.42 IPS
 
Pose Estimation (F16)
100% 103
0.42 IPS
 
Pose Estimation (I8)
80% 104
0.42 IPS
 
Object Detection (F32)
100% 105
3.69 IPS
 
Object Detection (F16)
100% 107
3.76 IPS
 
Object Detection (I8)
52% 154
5.40 IPS
 
Face Detection (F32)
100% 207
2.38 IPS
 
Face Detection (F16)
100% 276
3.18 IPS
 
Face Detection (I8)
75% 243
2.79 IPS
 
Text Classification (F32)
100% 177
70.1 IPS
 
Text Classification (F16)
100% 180
71.4 IPS
 
Machine Translation (F32)
100% 162
25.0 IPS
 
Machine Translation (F16)
100% 183
28.3 IPS
 

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