Geekbench ML Score

88
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date November 01 2024 10:41 AM
Views 1

System Information

System Information
Operating System Android 13
Model Allwinner T527
Model IDAllwinner T527
Motherboard exdroid
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3333 revision 0
Base Frequency 1.42 GHz
Cluster 14 Cores @ 1.42 GHz
Cluster 24 Cores @ 1.80 GHz
Memory Information
Size 3.79 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 50
5.39 IPS
 
Image Classification (F16)
100% 52
5.60 IPS
 
Image Classification (I8)
81% 131
14.1 IPS
 
Image Segmentation (F32)
100% 121
0.75 IPS
 
Image Segmentation (F16)
100% 118
0.73 IPS
 
Image Segmentation (I8)
89% 334
2.07 IPS
 
Pose Estimation (F32)
100% 66
0.27 IPS
 
Pose Estimation (F16)
100% 66
0.27 IPS
 
Pose Estimation (I8)
80% 79
0.32 IPS
 
Object Detection (F32)
100% 88
3.09 IPS
 
Object Detection (F16)
100% 87
3.07 IPS
 
Object Detection (I8)
52% 249
8.75 IPS
 
Face Detection (F32)
100% 120
1.38 IPS
 
Face Detection (F16)
100% 120
1.38 IPS
 
Face Detection (I8)
75% 237
2.72 IPS
 
Text Classification (F32)
100% 92
36.5 IPS
 
Text Classification (F16)
100% 94
37.2 IPS
 
Machine Translation (F32)
100% 17
2.62 IPS
 
Machine Translation (F16)
100% 17
2.63 IPS
 

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