Geekbench ML Score

325
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 15 2022 09:57 AM
Views 1

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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 214
22.9 IPS
 
Image Classification (F16)
100% 288
30.9 IPS
 
Image Classification (I8)
81% 179
19.2 IPS
 
Image Segmentation (F32)
100% 475
2.93 IPS
 
Image Segmentation (F16)
100% 483
2.99 IPS
 
Image Segmentation (I8)
89% 767
4.74 IPS
 
Pose Estimation (F32)
100% 229
0.93 IPS
 
Pose Estimation (F16)
100% 225
0.91 IPS
 
Pose Estimation (I8)
80% 216
0.87 IPS
 
Object Detection (F32)
100% 344
12.1 IPS
 
Object Detection (F16)
100% 354
12.4 IPS
 
Object Detection (I8)
52% 286
10.0 IPS
 
Face Detection (F32)
100% 542
6.23 IPS
 
Face Detection (F16)
100% 511
5.87 IPS
 
Face Detection (I8)
75% 451
5.18 IPS
 
Text Classification (F32)
100% 277
109.7 IPS
 
Text Classification (F16)
100% 280
110.8 IPS
 
Machine Translation (F32)
100% 277
42.7 IPS
 
Machine Translation (F16)
100% 275
42.4 IPS
 

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