Geekbench ML Score

326
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 14 2021 06:44 AM
Views 2

System Information

System Information
Operating System Android 11
Model Xiaomi Mi 9
Model IDXiaomi MI 9
Motherboard cepheus
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 232
24.8 IPS
 
Image Classification (F16)
100% 232
24.8 IPS
 
Image Classification (I8)
81% 162
17.4 IPS
 
Image Segmentation (F32)
100% 485
2.99 IPS
 
Image Segmentation (F16)
100% 477
2.95 IPS
 
Image Segmentation (I8)
89% 735
4.54 IPS
 
Pose Estimation (F32)
100% 246
1.00 IPS
 
Pose Estimation (F16)
100% 238
0.96 IPS
 
Pose Estimation (I8)
80% 214
0.87 IPS
 
Object Detection (F32)
100% 320
11.2 IPS
 
Object Detection (F16)
100% 299
10.5 IPS
 
Object Detection (I8)
52% 236
8.28 IPS
 
Face Detection (F32)
100% 524
6.02 IPS
 
Face Detection (F16)
100% 523
6.01 IPS
 
Face Detection (I8)
75% 470
5.40 IPS
 
Text Classification (F32)
100% 298
118.0 IPS
 
Text Classification (F16)
100% 293
116.0 IPS
 
Machine Translation (F32)
100% 352
54.3 IPS
 
Machine Translation (F16)
100% 352
54.2 IPS
 

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