Geekbench ML Score

364
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 17 2022 06:57 AM
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 346
37.1 IPS
 
Image Classification (F16)
100% 285
30.5 IPS
 
Image Classification (I8)
81% 201
21.6 IPS
 
Image Segmentation (F32)
100% 492
3.04 IPS
 
Image Segmentation (F16)
100% 494
3.05 IPS
 
Image Segmentation (I8)
89% 806
4.98 IPS
 
Pose Estimation (F32)
100% 229
0.93 IPS
 
Pose Estimation (F16)
100% 203
0.82 IPS
 
Pose Estimation (I8)
80% 207
0.84 IPS
 
Object Detection (F32)
100% 407
14.3 IPS
 
Object Detection (F16)
100% 424
14.9 IPS
 
Object Detection (I8)
52% 310
10.9 IPS
 
Face Detection (F32)
100% 513
5.90 IPS
 
Face Detection (F16)
100% 519
5.96 IPS
 
Face Detection (I8)
75% 510
5.86 IPS
 
Text Classification (F32)
100% 341
134.7 IPS
 
Text Classification (F16)
100% 340
134.4 IPS
 
Machine Translation (F32)
100% 389
60.0 IPS
 
Machine Translation (F16)
100% 390
60.1 IPS
 

Compare

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