Geekbench ML Score

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

Result Information

Upload Date September 04 2024 02:09 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 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 100
10.7 IPS
 
Image Classification (F16)
100% 92
9.89 IPS
 
Image Classification (I8)
81% 162
17.3 IPS
 
Image Segmentation (F32)
100% 358
2.21 IPS
 
Image Segmentation (F16)
100% 362
2.23 IPS
 
Image Segmentation (I8)
89% 582
3.60 IPS
 
Pose Estimation (F32)
100% 138
0.56 IPS
 
Pose Estimation (F16)
100% 135
0.54 IPS
 
Pose Estimation (I8)
80% 142
0.57 IPS
 
Object Detection (F32)
100% 165
5.78 IPS
 
Object Detection (F16)
100% 155
5.45 IPS
 
Object Detection (I8)
52% 239
8.37 IPS
 
Face Detection (F32)
100% 302
3.47 IPS
 
Face Detection (F16)
100% 308
3.54 IPS
 
Face Detection (I8)
75% 358
4.11 IPS
 
Text Classification (F32)
100% 277
109.4 IPS
 
Text Classification (F16)
100% 284
112.2 IPS
 
Machine Translation (F32)
100% 207
31.9 IPS
 
Machine Translation (F16)
100% 203
31.4 IPS
 

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