Geekbench ML Score

184
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 04:12 AM
Views 1

System Information

System Information
Operating System Android 11
Model Xiaomi 2201117TG
Model IDXiaomi 2201117TG
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 5.52 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 142
15.2 IPS
 
Image Classification (F16)
100% 178
19.1 IPS
 
Image Classification (I8)
80% 1043
111.7 IPS
 
Image Segmentation (F32)
100% 212
1.31 IPS
 
Image Segmentation (F16)
100% 248
1.53 IPS
 
Image Segmentation (I8)
89% 1816
11.2 IPS
 
Pose Estimation (F32)
100% 48
0.20 IPS
 
Pose Estimation (F16)
100% 93
0.38 IPS
 
Pose Estimation (I8)
80% 968
3.91 IPS
 
Object Detection (F32)
100% 146
5.14 IPS
 
Object Detection (F16)
100% 171
5.99 IPS
 
Object Detection (I8)
52% 392
13.8 IPS
 
Face Detection (F32)
100% 214
2.45 IPS
 
Face Detection (F16)
97% 267
3.06 IPS
 
Face Detection (I8)
75% 1635
18.8 IPS
 
Text Classification (F32)
54% 10
3.79 IPS
 
Text Classification (F16)
54% 9
3.54 IPS
 
Machine Translation (F32)
100% 114
17.6 IPS
 
Machine Translation (F16)
100% 110
17.0 IPS
 

Compare

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