Geekbench ML Score

366
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date July 16 2022 06:22 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% 342
36.7 IPS
 
Image Classification (F16)
100% 275
29.5 IPS
 
Image Classification (I8)
81% 201
21.5 IPS
 
Image Segmentation (F32)
100% 491
3.03 IPS
 
Image Segmentation (F16)
100% 503
3.11 IPS
 
Image Segmentation (I8)
89% 764
4.72 IPS
 
Pose Estimation (F32)
100% 251
1.01 IPS
 
Pose Estimation (F16)
100% 240
0.97 IPS
 
Pose Estimation (I8)
80% 207
0.84 IPS
 
Object Detection (F32)
100% 409
14.4 IPS
 
Object Detection (F16)
100% 400
14.1 IPS
 
Object Detection (I8)
52% 305
10.7 IPS
 
Face Detection (F32)
100% 519
5.97 IPS
 
Face Detection (F16)
100% 518
5.95 IPS
 
Face Detection (I8)
75% 499
5.73 IPS
 
Text Classification (F32)
100% 340
134.4 IPS
 
Text Classification (F16)
100% 340
134.4 IPS
 
Machine Translation (F32)
100% 395
60.9 IPS
 
Machine Translation (F16)
100% 393
60.5 IPS
 

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