Geekbench ML Score

155
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 12 2021 09:22 PM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi M2010J19CG
Model IDXiaomi M2010J19CG
Motherboard citrus
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% 108
11.6 IPS
 
Image Classification (F16)
100% 103
11.0 IPS
 
Image Classification (I8)
81% 242
25.9 IPS
 
Image Segmentation (F32)
100% 189
1.17 IPS
 
Image Segmentation (F16)
100% 191
1.18 IPS
 
Image Segmentation (I8)
89% 465
2.87 IPS
 
Pose Estimation (F32)
100% 93
0.38 IPS
 
Pose Estimation (F16)
100% 94
0.38 IPS
 
Pose Estimation (I8)
80% 148
0.60 IPS
 
Object Detection (F32)
100% 138
4.85 IPS
 
Object Detection (F16)
100% 144
5.04 IPS
 
Object Detection (I8)
52% 213
7.47 IPS
 
Face Detection (F32)
100% 182
2.09 IPS
 
Face Detection (F16)
100% 178
2.05 IPS
 
Face Detection (I8)
75% 380
4.36 IPS
 
Text Classification (F32)
100% 117
46.3 IPS
 
Text Classification (F16)
100% 116
46.0 IPS
 
Machine Translation (F32)
100% 103
15.8 IPS
 
Machine Translation (F16)
100% 99
15.3 IPS
 

Compare

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