Geekbench ML Score

192
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 03:44 PM
Views 1

System Information

System Information
Operating System Android 12
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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 125
13.4 IPS
 
Image Classification (F16)
100% 125
13.4 IPS
 
Image Classification (I8)
81% 272
29.1 IPS
 
Image Segmentation (F32)
100% 235
1.45 IPS
 
Image Segmentation (F16)
100% 236
1.46 IPS
 
Image Segmentation (I8)
89% 574
3.55 IPS
 
Pose Estimation (F32)
100% 106
0.43 IPS
 
Pose Estimation (F16)
100% 102
0.41 IPS
 
Pose Estimation (I8)
80% 166
0.67 IPS
 
Object Detection (F32)
100% 190
6.66 IPS
 
Object Detection (F16)
100% 191
6.70 IPS
 
Object Detection (I8)
52% 272
9.56 IPS
 
Face Detection (F32)
100% 236
2.71 IPS
 
Face Detection (F16)
100% 232
2.67 IPS
 
Face Detection (I8)
75% 452
5.20 IPS
 
Text Classification (F32)
100% 141
55.8 IPS
 
Text Classification (F16)
100% 140
55.3 IPS
 
Machine Translation (F32)
100% 146
22.6 IPS
 
Machine Translation (F16)
100% 146
22.4 IPS
 

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