Geekbench ML Score

150
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 13 2022 01:08 AM
Views 2

System Information

System Information
Operating System Android 11
Model Xiaomi 2201117TL
Model IDXiaomi 2201117TL
Motherboard spes
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3337 revision 0
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 3.56 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 116
12.5 IPS
 
Image Classification (F16)
100% 121
12.9 IPS
 
Image Classification (I8)
81% 103
11.1 IPS
 
Image Segmentation (F32)
100% 213
1.32 IPS
 
Image Segmentation (F16)
100% 215
1.33 IPS
 
Image Segmentation (I8)
89% 378
2.34 IPS
 
Pose Estimation (F32)
100% 63
0.25 IPS
 
Pose Estimation (F16)
100% 63
0.26 IPS
 
Pose Estimation (I8)
80% 109
0.44 IPS
 
Object Detection (F32)
100% 170
5.96 IPS
 
Object Detection (F16)
100% 171
5.99 IPS
 
Object Detection (I8)
52% 161
5.65 IPS
 
Face Detection (F32)
100% 213
2.44 IPS
 
Face Detection (F16)
100% 213
2.44 IPS
 
Face Detection (I8)
75% 236
2.71 IPS
 
Text Classification (F32)
100% 142
56.3 IPS
 
Text Classification (F16)
100% 141
55.9 IPS
 
Machine Translation (F32)
100% 144
22.2 IPS
 
Machine Translation (F16)
100% 146
22.5 IPS
 

Compare

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