Geekbench ML Score

199
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date February 17 2023 04:52 PM
Views 2

System Information

System Information
Operating System Android 12
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% 141
15.1 IPS
 
Image Classification (F16)
100% 134
14.3 IPS
 
Image Classification (I8)
81% 270
28.9 IPS
 
Image Segmentation (F32)
100% 244
1.51 IPS
 
Image Segmentation (F16)
100% 244
1.51 IPS
 
Image Segmentation (I8)
89% 589
3.64 IPS
 
Pose Estimation (F32)
100% 109
0.44 IPS
 
Pose Estimation (F16)
100% 109
0.44 IPS
 
Pose Estimation (I8)
80% 174
0.70 IPS
 
Object Detection (F32)
100% 198
6.96 IPS
 
Object Detection (F16)
100% 196
6.88 IPS
 
Object Detection (I8)
52% 282
9.88 IPS
 
Face Detection (F32)
100% 241
2.77 IPS
 
Face Detection (F16)
100% 248
2.85 IPS
 
Face Detection (I8)
75% 460
5.28 IPS
 
Text Classification (F32)
100% 142
56.0 IPS
 
Text Classification (F16)
100% 141
55.9 IPS
 
Machine Translation (F32)
100% 148
22.8 IPS
 
Machine Translation (F16)
100% 147
22.6 IPS
 

Compare

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