Geekbench ML Score

138
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 15 2022 09:34 AM
Views 1

System Information

System Information
Operating System Android 11
Model Xiaomi 2201117TY
Model IDXiaomi 2201117TY
Motherboard spesn
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 5.53 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 112
12.0 IPS
 
Image Classification (F16)
100% 115
12.3 IPS
 
Image Classification (I8)
81% 96
10.3 IPS
 
Image Segmentation (F32)
100% 197
1.22 IPS
 
Image Segmentation (F16)
100% 197
1.22 IPS
 
Image Segmentation (I8)
89% 354
2.18 IPS
 
Pose Estimation (F32)
100% 58
0.23 IPS
 
Pose Estimation (F16)
100% 57
0.23 IPS
 
Pose Estimation (I8)
80% 103
0.41 IPS
 
Object Detection (F32)
100% 154
5.41 IPS
 
Object Detection (F16)
100% 156
5.48 IPS
 
Object Detection (I8)
52% 149
5.22 IPS
 
Face Detection (F32)
100% 198
2.28 IPS
 
Face Detection (F16)
100% 195
2.24 IPS
 
Face Detection (I8)
75% 221
2.54 IPS
 
Text Classification (F32)
100% 132
52.2 IPS
 
Text Classification (F16)
100% 132
52.2 IPS
 
Machine Translation (F32)
100% 127
19.6 IPS
 
Machine Translation (F16)
100% 128
19.7 IPS
 

Compare

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