Geekbench ML Score

462
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 05:54 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi M2012K11AG
Model IDXiaomi M2012K11AG
Motherboard kona
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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 426
45.6 IPS
 
Image Classification (F16)
100% 424
45.5 IPS
 
Image Classification (I8)
81% 200
21.4 IPS
 
Image Segmentation (F32)
100% 666
4.11 IPS
 
Image Segmentation (F16)
100% 679
4.19 IPS
 
Image Segmentation (I8)
89% 1010
6.24 IPS
 
Pose Estimation (F32)
100% 291
1.18 IPS
 
Pose Estimation (F16)
100% 290
1.17 IPS
 
Pose Estimation (I8)
80% 247
1.00 IPS
 
Object Detection (F32)
100% 493
17.3 IPS
 
Object Detection (F16)
100% 515
18.1 IPS
 
Object Detection (I8)
52% 350
12.3 IPS
 
Face Detection (F32)
100% 735
8.45 IPS
 
Face Detection (F16)
100% 734
8.44 IPS
 
Face Detection (I8)
75% 630
7.23 IPS
 
Text Classification (F32)
100% 349
138.0 IPS
 
Text Classification (F16)
100% 343
135.8 IPS
 
Machine Translation (F32)
100% 595
91.6 IPS
 
Machine Translation (F16)
100% 595
91.7 IPS
 

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