Geekbench ML Score

173
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date January 19 2022 09:18 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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 57
6.07 IPS
 
Image Classification (F16)
100% 55
5.90 IPS
 
Image Classification (I8)
81% 177
19.0 IPS
 
Image Segmentation (F32)
100% 200
1.23 IPS
 
Image Segmentation (F16)
100% 201
1.24 IPS
 
Image Segmentation (I8)
89% 571
3.53 IPS
 
Pose Estimation (F32)
100% 134
0.54 IPS
 
Pose Estimation (F16)
100% 134
0.54 IPS
 
Pose Estimation (I8)
80% 146
0.59 IPS
 
Object Detection (F32)
100% 95
3.32 IPS
 
Object Detection (F16)
100% 94
3.30 IPS
 
Object Detection (I8)
52% 250
8.77 IPS
 
Face Detection (F32)
100% 163
1.87 IPS
 
Face Detection (F16)
100% 160
1.84 IPS
 
Face Detection (I8)
75% 416
4.77 IPS
 
Text Classification (F32)
100% 286
113.0 IPS
 
Text Classification (F16)
100% 293
116.0 IPS
 
Machine Translation (F32)
100% 228
35.2 IPS
 
Machine Translation (F16)
100% 228
35.2 IPS
 

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