Geekbench ML Score

81
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2023 02:43 PM
Views 2

System Information

System Information
Operating System Android 10
Model sprd uis8581a2h10_Automotive
Model IDsprd uis8581a2h10_Automotive
Motherboard uis8581a2h10
Governorschedutil
CPU Information
Name ARM Unisoc
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3333 revision 0
Base Frequency 1.20 GHz
Cluster 14 Cores @ 1.20 GHz
Cluster 24 Cores @ 1.60 GHz
Memory Information
Size 2.00 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 62
6.62 IPS
 
Image Classification (F16)
100% 61
6.51 IPS
 
Image Classification (I8)
81% 104
11.1 IPS
 
Image Segmentation (F32)
100% 111
0.69 IPS
 
Image Segmentation (F16)
100% 111
0.69 IPS
 
Image Segmentation (I8)
89% 295
1.82 IPS
 
Pose Estimation (F32)
100% 58
0.23 IPS
 
Pose Estimation (F16)
100% 57
0.23 IPS
 
Pose Estimation (I8)
80% 78
0.32 IPS
 
Object Detection (F32)
100% 90
3.15 IPS
 
Object Detection (F16)
100% 90
3.14 IPS
 
Object Detection (I8)
52% 133
4.66 IPS
 
Face Detection (F32)
100% 130
1.49 IPS
 
Face Detection (F16)
100% 130
1.50 IPS
 
Face Detection (I8)
75% 215
2.47 IPS
 
Text Classification (F32)
100% 70
27.6 IPS
 
Text Classification (F16)
100% 69
27.3 IPS
 
Machine Translation (F32)
100% 18
2.72 IPS
 
Machine Translation (F16)
100% 18
2.70 IPS
 

Compare

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