Geekbench ML Score

174
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date January 19 2022 08:45 AM
Views 2

System Information

System Information
Operating System Android 11
Model samsung SM-A525F
Model IDsamsung SM-A525F
Motherboard atoll
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 64
6.87 IPS
 
Image Classification (F16)
100% 55
5.89 IPS
 
Image Classification (I8)
81% 180
19.3 IPS
 
Image Segmentation (F32)
100% 193
1.20 IPS
 
Image Segmentation (F16)
100% 194
1.20 IPS
 
Image Segmentation (I8)
89% 581
3.59 IPS
 
Pose Estimation (F32)
100% 135
0.55 IPS
 
Pose Estimation (F16)
100% 130
0.52 IPS
 
Pose Estimation (I8)
80% 145
0.59 IPS
 
Object Detection (F32)
100% 96
3.35 IPS
 
Object Detection (F16)
100% 94
3.30 IPS
 
Object Detection (I8)
52% 258
9.07 IPS
 
Face Detection (F32)
100% 166
1.91 IPS
 
Face Detection (F16)
100% 161
1.84 IPS
 
Face Detection (I8)
75% 418
4.80 IPS
 
Text Classification (F32)
100% 293
115.9 IPS
 
Text Classification (F16)
100% 289
114.3 IPS
 
Machine Translation (F32)
100% 227
35.0 IPS
 
Machine Translation (F16)
100% 228
35.1 IPS
 

Compare

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