Geekbench ML Score

265
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 29 2021 12:14 AM
Views 2

System Information

System Information
Operating System Android 11
Model Xiaomi M2102J20SG
Model IDXiaomi M2102J20SG
Motherboard vayu
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 @ 2.96 GHz
Memory Information
Size 7.32 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 199
21.3 IPS
 
Image Classification (F16)
100% 184
19.7 IPS
 
Image Classification (I8)
81% 151
16.2 IPS
 
Image Segmentation (F32)
100% 399
2.47 IPS
 
Image Segmentation (F16)
100% 393
2.43 IPS
 
Image Segmentation (I8)
89% 574
3.54 IPS
 
Pose Estimation (F32)
100% 162
0.66 IPS
 
Pose Estimation (F16)
100% 153
0.62 IPS
 
Pose Estimation (I8)
80% 146
0.59 IPS
 
Object Detection (F32)
100% 202
7.10 IPS
 
Object Detection (F16)
100% 221
7.76 IPS
 
Object Detection (I8)
52% 233
8.17 IPS
 
Face Detection (F32)
100% 465
5.34 IPS
 
Face Detection (F16)
100% 405
4.65 IPS
 
Face Detection (I8)
75% 372
4.27 IPS
 
Text Classification (F32)
100% 322
127.4 IPS
 
Text Classification (F16)
100% 313
123.9 IPS
 
Machine Translation (F32)
100% 338
52.1 IPS
 
Machine Translation (F16)
100% 252
38.9 IPS
 

Compare

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