Geekbench ML Score

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

Result Information

Upload Date August 28 2024 07:51 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 3.36 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 95
10.2 IPS
 
Image Classification (F16)
100% 91
9.74 IPS
 
Image Classification (I8)
81% 153
16.4 IPS
 
Image Segmentation (F32)
100% 360
2.22 IPS
 
Image Segmentation (F16)
100% 362
2.23 IPS
 
Image Segmentation (I8)
89% 540
3.34 IPS
 
Pose Estimation (F32)
100% 139
0.56 IPS
 
Pose Estimation (F16)
100% 132
0.53 IPS
 
Pose Estimation (I8)
80% 149
0.60 IPS
 
Object Detection (F32)
100% 158
5.54 IPS
 
Object Detection (F16)
100% 157
5.52 IPS
 
Object Detection (I8)
52% 247
8.66 IPS
 
Face Detection (F32)
100% 317
3.64 IPS
 
Face Detection (F16)
100% 300
3.45 IPS
 
Face Detection (I8)
75% 359
4.12 IPS
 
Text Classification (F32)
100% 283
111.9 IPS
 
Text Classification (F16)
100% 290
114.8 IPS
 
Machine Translation (F32)
100% 217
33.4 IPS
 
Machine Translation (F16)
100% 210
32.4 IPS
 

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