Geekbench ML Score

1043
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date July 16 2022 06:25 PM
Views 1

System Information

System Information
Operating System Android 10
Model Huawei Mate 20 Pro
Model IDHUAWEI LYA-L29
Motherboard LYA
CPU Information
Name vendor
Topology 1 Processor, 8 Cores
Identifier ARM implementer 72 architecture 8 variant 1 part 3392 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 1.92 GHz
Cluster 32 Cores @ 2.60 GHz
Memory Information
Size 5.42 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 609
65.3 IPS
 
Image Classification (F16)
100% 1218
130.5 IPS
 
Image Classification (I8)
80% 1130
121.0 IPS
 
Image Segmentation (F32)
100% 1592
9.84 IPS
 
Image Segmentation (F16)
100% 3248
20.1 IPS
 
Image Segmentation (I8)
89% 3174
19.6 IPS
 
Pose Estimation (F32)
100% 314
1.27 IPS
 
Pose Estimation (F16)
100% 1721
6.96 IPS
 
Pose Estimation (I8)
80% 1674
6.77 IPS
 
Object Detection (F32)
100% 493
17.3 IPS
 
Object Detection (F16)
100% 726
25.5 IPS
 
Object Detection (I8)
54% 717
25.2 IPS
 
Face Detection (F32)
100% 1266
14.5 IPS
 
Face Detection (F16)
97% 2643
30.4 IPS
 
Face Detection (I8)
75% 2315
26.6 IPS
 
Text Classification (F32)
100% 630
249.0 IPS
 
Text Classification (F16)
98% 911
360.5 IPS
 
Machine Translation (F32)
100% 399
61.5 IPS
 
Machine Translation (F16)
100% 400
61.6 IPS
 

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