Geekbench ML Score

198
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date February 15 2023 02:20 PM
Views 1

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% 140
15.0 IPS
 
Image Classification (F16)
100% 142
15.2 IPS
 
Image Classification (I8)
81% 276
29.6 IPS
 
Image Segmentation (F32)
100% 243
1.50 IPS
 
Image Segmentation (F16)
100% 247
1.53 IPS
 
Image Segmentation (I8)
89% 566
3.50 IPS
 
Pose Estimation (F32)
100% 108
0.44 IPS
 
Pose Estimation (F16)
100% 109
0.44 IPS
 
Pose Estimation (I8)
80% 171
0.69 IPS
 
Object Detection (F32)
100% 197
6.91 IPS
 
Object Detection (F16)
100% 187
6.56 IPS
 
Object Detection (I8)
52% 296
10.4 IPS
 
Face Detection (F32)
100% 240
2.75 IPS
 
Face Detection (F16)
100% 243
2.79 IPS
 
Face Detection (I8)
75% 457
5.25 IPS
 
Text Classification (F32)
100% 141
55.8 IPS
 
Text Classification (F16)
100% 142
56.1 IPS
 
Machine Translation (F32)
100% 146
22.5 IPS
 
Machine Translation (F16)
100% 148
22.9 IPS
 

Compare

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