Geekbench ML Score

151
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date March 01 2023 03:04 AM
Views 1

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% 123
13.1 IPS
 
Image Classification (F16)
100% 122
13.1 IPS
 
Image Classification (I8)
81% 100
10.7 IPS
 
Image Segmentation (F32)
100% 217
1.34 IPS
 
Image Segmentation (F16)
100% 218
1.34 IPS
 
Image Segmentation (I8)
89% 383
2.37 IPS
 
Pose Estimation (F32)
100% 63
0.26 IPS
 
Pose Estimation (F16)
100% 63
0.26 IPS
 
Pose Estimation (I8)
80% 111
0.45 IPS
 
Object Detection (F32)
100% 171
6.02 IPS
 
Object Detection (F16)
100% 171
6.00 IPS
 
Object Detection (I8)
52% 160
5.63 IPS
 
Face Detection (F32)
100% 217
2.49 IPS
 
Face Detection (F16)
100% 221
2.53 IPS
 
Face Detection (I8)
75% 238
2.74 IPS
 
Text Classification (F32)
100% 137
54.2 IPS
 
Text Classification (F16)
100% 138
54.5 IPS
 
Machine Translation (F32)
100% 152
23.5 IPS
 
Machine Translation (F16)
100% 149
23.0 IPS
 

Compare

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