Geekbench ML Score

143
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 07:12 PM
Views 1

System Information

System Information
Operating System Android 10
Model Huawei P20
Model IDHUAWEI EML-L09
Motherboard EML
CPU Information
Name ARM vendor
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3337 revision 2
Base Frequency 1.84 GHz
Cluster 14 Cores @ 1.84 GHz
Cluster 24 Cores @ 2.36 GHz
Memory Information
Size 3.56 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 74
7.98 IPS
 
Image Classification (F16)
100% 71
7.63 IPS
 
Image Classification (I8)
81% 101
10.8 IPS
 
Image Segmentation (F32)
100% 211
1.30 IPS
 
Image Segmentation (F16)
100% 215
1.33 IPS
 
Image Segmentation (I8)
89% 516
3.19 IPS
 
Pose Estimation (F32)
100% 91
0.37 IPS
 
Pose Estimation (F16)
100% 93
0.38 IPS
 
Pose Estimation (I8)
80% 151
0.61 IPS
 
Object Detection (F32)
100% 105
3.68 IPS
 
Object Detection (F16)
100% 101
3.56 IPS
 
Object Detection (I8)
52% 177
6.20 IPS
 
Face Detection (F32)
100% 202
2.32 IPS
 
Face Detection (F16)
100% 201
2.31 IPS
 
Face Detection (I8)
75% 260
2.99 IPS
 
Text Classification (F32)
100% 175
69.2 IPS
 
Text Classification (F16)
100% 176
69.6 IPS
 
Machine Translation (F32)
100% 99
15.2 IPS
 
Machine Translation (F16)
100% 97
14.9 IPS
 

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