Geekbench ML Score

351
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 12:02 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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 343
36.7 IPS
 
Image Classification (F16)
100% 288
30.9 IPS
 
Image Classification (I8)
81% 201
21.5 IPS
 
Image Segmentation (F32)
100% 496
3.06 IPS
 
Image Segmentation (F16)
100% 493
3.04 IPS
 
Image Segmentation (I8)
89% 778
4.81 IPS
 
Pose Estimation (F32)
100% 186
0.75 IPS
 
Pose Estimation (F16)
100% 179
0.73 IPS
 
Pose Estimation (I8)
80% 198
0.80 IPS
 
Object Detection (F32)
100% 375
13.2 IPS
 
Object Detection (F16)
100% 369
12.9 IPS
 
Object Detection (I8)
52% 311
10.9 IPS
 
Face Detection (F32)
100% 511
5.87 IPS
 
Face Detection (F16)
100% 497
5.71 IPS
 
Face Detection (I8)
75% 495
5.68 IPS
 
Text Classification (F32)
100% 340
134.3 IPS
 
Text Classification (F16)
100% 341
134.9 IPS
 
Machine Translation (F32)
100% 390
60.1 IPS
 
Machine Translation (F16)
100% 390
60.0 IPS
 

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