Geekbench ML Score

984
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 14 2023 10:48 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi M2012K11AG
Model IDXiaomi M2012K11AG
Motherboard alioth
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 5.48 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 831
89.0 IPS
 
Image Classification (F16)
100% 1351
144.7 IPS
 
Image Classification (I8)
80% 2885
309.1 IPS
 
Image Segmentation (F32)
100% 1231
7.60 IPS
 
Image Segmentation (F16)
100% 1535
9.48 IPS
 
Image Segmentation (I8)
89% 5942
36.7 IPS
 
Pose Estimation (F32)
100% 471
1.91 IPS
 
Pose Estimation (F16)
100% 1762
7.13 IPS
 
Pose Estimation (I8)
80% 3526
14.3 IPS
 
Object Detection (F32)
100% 768
27.0 IPS
 
Object Detection (F16)
100% 1038
36.4 IPS
 
Object Detection (I8)
52% 1380
48.4 IPS
 
Face Detection (F32)
100% 1321
15.2 IPS
 
Face Detection (F16)
97% 1799
20.7 IPS
 
Face Detection (I8)
75% 4451
51.1 IPS
 
Text Classification (F32)
54% 53
20.8 IPS
 
Text Classification (F16)
54% 53
21.0 IPS
 
Machine Translation (F32)
100% 456
70.2 IPS
 
Machine Translation (F16)
100% 468
72.1 IPS
 

Compare

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