Geekbench ML Score

215
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date November 03 2021 04:12 PM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi Redmi Note 9 Pro
Model IDXiaomi Redmi Note 9 Pro
Motherboard joyeuse
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 5.45 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 115
12.3 IPS
 
Image Classification (F16)
100% 118
12.6 IPS
 
Image Classification (I8)
81% 176
18.8 IPS
 
Image Segmentation (F32)
100% 321
1.98 IPS
 
Image Segmentation (F16)
100% 327
2.02 IPS
 
Image Segmentation (I8)
89% 576
3.56 IPS
 
Pose Estimation (F32)
100% 146
0.59 IPS
 
Pose Estimation (F16)
100% 146
0.59 IPS
 
Pose Estimation (I8)
80% 147
0.59 IPS
 
Object Detection (F32)
100% 148
5.19 IPS
 
Object Detection (F16)
100% 150
5.27 IPS
 
Object Detection (I8)
52% 251
8.81 IPS
 
Face Detection (F32)
100% 290
3.34 IPS
 
Face Detection (F16)
100% 294
3.38 IPS
 
Face Detection (I8)
75% 399
4.58 IPS
 
Text Classification (F32)
100% 245
96.7 IPS
 
Text Classification (F16)
100% 245
97.0 IPS
 
Machine Translation (F32)
100% 206
31.7 IPS
 
Machine Translation (F16)
100% 207
31.9 IPS
 

Compare

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