Geekbench ML Score

152
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 16 2022 10:42 PM
Views 1

System Information

System Information
Operating System Android 11
Model Xiaomi M2010J19SG
Model IDXiaomi M2010J19SG
Motherboard lime
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.02 GHz
Memory Information
Size 3.63 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 101
10.8 IPS
 
Image Classification (F16)
100% 108
11.6 IPS
 
Image Classification (I8)
81% 227
24.3 IPS
 
Image Segmentation (F32)
100% 195
1.21 IPS
 
Image Segmentation (F16)
100% 200
1.23 IPS
 
Image Segmentation (I8)
89% 489
3.02 IPS
 
Pose Estimation (F32)
100% 90
0.36 IPS
 
Pose Estimation (F16)
100% 90
0.37 IPS
 
Pose Estimation (I8)
80% 146
0.59 IPS
 
Object Detection (F32)
100% 146
5.12 IPS
 
Object Detection (F16)
100% 131
4.61 IPS
 
Object Detection (I8)
52% 224
7.86 IPS
 
Face Detection (F32)
100% 189
2.18 IPS
 
Face Detection (F16)
100% 193
2.22 IPS
 
Face Detection (I8)
75% 353
4.06 IPS
 
Text Classification (F32)
100% 103
40.9 IPS
 
Text Classification (F16)
100% 97
38.4 IPS
 
Machine Translation (F32)
100% 97
15.0 IPS
 
Machine Translation (F16)
100% 99
15.2 IPS
 

Compare

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