Geekbench ML Score

212
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 12 2021 06:28 PM
Views 2

System Information

System Information
Operating System Android 11
Model Xiaomi M2101K7AI
Model IDXiaomi M2101K7AI
Motherboard sunny
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 1.71 GHz
Cluster 16 Cores @ 1.71 GHz
Cluster 22 Cores @ 2.21 GHz
Memory Information
Size 3.51 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 140
15.0 IPS
 
Image Classification (F16)
100% 127
13.6 IPS
 
Image Classification (I8)
81% 174
18.6 IPS
 
Image Segmentation (F32)
100% 317
1.96 IPS
 
Image Segmentation (F16)
100% 322
1.99 IPS
 
Image Segmentation (I8)
89% 547
3.38 IPS
 
Pose Estimation (F32)
100% 131
0.53 IPS
 
Pose Estimation (F16)
100% 130
0.53 IPS
 
Pose Estimation (I8)
80% 137
0.55 IPS
 
Object Detection (F32)
100% 152
5.33 IPS
 
Object Detection (F16)
100% 154
5.40 IPS
 
Object Detection (I8)
52% 236
8.28 IPS
 
Face Detection (F32)
100% 286
3.29 IPS
 
Face Detection (F16)
100% 285
3.28 IPS
 
Face Detection (I8)
75% 382
4.39 IPS
 
Text Classification (F32)
100% 256
101.4 IPS
 
Text Classification (F16)
100% 239
94.5 IPS
 
Machine Translation (F32)
100% 200
30.9 IPS
 
Machine Translation (F16)
100% 199
30.6 IPS
 

Compare

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