Geekbench ML Score

225
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 05:09 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi K30
Model IDXiaomi Redmi K30
Motherboard phoenix
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.21 GHz
Memory Information
Size 5.44 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 147
15.7 IPS
 
Image Classification (F16)
100% 146
15.6 IPS
 
Image Classification (I8)
81% 203
21.8 IPS
 
Image Segmentation (F32)
100% 332
2.05 IPS
 
Image Segmentation (F16)
100% 311
1.92 IPS
 
Image Segmentation (I8)
89% 590
3.65 IPS
 
Pose Estimation (F32)
100% 139
0.56 IPS
 
Pose Estimation (F16)
100% 138
0.56 IPS
 
Pose Estimation (I8)
80% 143
0.58 IPS
 
Object Detection (F32)
100% 161
5.66 IPS
 
Object Detection (F16)
100% 171
5.99 IPS
 
Object Detection (I8)
52% 276
9.69 IPS
 
Face Detection (F32)
100% 303
3.48 IPS
 
Face Detection (F16)
100% 306
3.51 IPS
 
Face Detection (I8)
75% 449
5.16 IPS
 
Text Classification (F32)
100% 232
91.9 IPS
 
Text Classification (F16)
100% 226
89.3 IPS
 
Machine Translation (F32)
100% 204
31.4 IPS
 
Machine Translation (F16)
100% 201
31.0 IPS
 

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