Geekbench ML Score

54
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date March 19 2023 03:01 AM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi Redmi 8A
Model IDXiaomi Redmi 8A
Motherboard QC_Reference_Phone
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3331 revision 4
Base Frequency 2.02 GHz
Cluster 14 Cores @ 1.46 GHz
Cluster 24 Cores @ 2.02 GHz
Memory Information
Size 3.51 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 44
4.73 IPS
 
Image Classification (F16)
100% 42
4.54 IPS
 
Image Classification (I8)
81% 62
6.69 IPS
 
Image Segmentation (F32)
100% 89
0.55 IPS
 
Image Segmentation (F16)
100% 89
0.55 IPS
 
Image Segmentation (I8)
89% 112
0.69 IPS
 
Pose Estimation (F32)
100% 40
0.16 IPS
 
Pose Estimation (F16)
100% 40
0.16 IPS
 
Pose Estimation (I8)
80% 19
0.08 IPS
 
Object Detection (F32)
100% 59
2.07 IPS
 
Object Detection (F16)
100% 57
1.99 IPS
 
Object Detection (I8)
52% 77
2.69 IPS
 
Face Detection (F32)
100% 84
0.97 IPS
 
Face Detection (F16)
100% 84
0.97 IPS
 
Face Detection (I8)
75% 88
1.01 IPS
 
Text Classification (F32)
100% 84
33.2 IPS
 
Text Classification (F16)
100% 83
33.0 IPS
 
Machine Translation (F32)
100% 18
2.78 IPS
 
Machine Translation (F16)
100% 18
2.77 IPS
 

Compare

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