Geekbench ML Score

548
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 15 2022 02:08 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi M2102J20SG
Model IDXiaomi M2102J20SG
Motherboard vayu
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 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.96 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 591
63.4 IPS
 
Image Classification (F16)
100% 919
98.5 IPS
 
Image Classification (I8)
80% 1060
113.6 IPS
 
Image Segmentation (F32)
100% 679
4.20 IPS
 
Image Segmentation (F16)
100% 771
4.76 IPS
 
Image Segmentation (I8)
89% 2233
13.8 IPS
 
Pose Estimation (F32)
100% 396
1.60 IPS
 
Pose Estimation (F16)
100% 944
3.82 IPS
 
Pose Estimation (I8)
80% 3300
13.4 IPS
 
Object Detection (F32)
100% 478
16.8 IPS
 
Object Detection (F16)
100% 481
16.9 IPS
 
Object Detection (I8)
52% 919
32.2 IPS
 
Face Detection (F32)
100% 810
9.31 IPS
 
Face Detection (F16)
97% 1013
11.6 IPS
 
Face Detection (I8)
75% 3130
36.0 IPS
 
Text Classification (F32)
54% 13
5.11 IPS
 
Text Classification (F16)
54% 12
4.88 IPS
 
Machine Translation (F32)
100% 396
61.0 IPS
 
Machine Translation (F16)
100% 402
61.9 IPS
 

Compare

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