Geekbench ML Score

312
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:18 PM
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System Information

System Information
Operating System Android 11
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 5.49 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 306
32.8 IPS
 
Image Classification (F16)
100% 310
33.2 IPS
 
Image Classification (I8)
81% 194
20.8 IPS
 
Image Segmentation (F32)
100% 560
3.46 IPS
 
Image Segmentation (F16)
100% 532
3.29 IPS
 
Image Segmentation (I8)
89% 679
4.19 IPS
 
Pose Estimation (F32)
100% 238
0.96 IPS
 
Pose Estimation (F16)
100% 244
0.99 IPS
 
Pose Estimation (I8)
80% 137
0.56 IPS
 
Object Detection (F32)
100% 388
13.6 IPS
 
Object Detection (F16)
100% 361
12.7 IPS
 
Object Detection (I8)
52% 262
9.21 IPS
 
Face Detection (F32)
100% 577
6.63 IPS
 
Face Detection (F16)
100% 576
6.62 IPS
 
Face Detection (I8)
75% 483
5.55 IPS
 
Text Classification (F32)
100% 232
91.8 IPS
 
Text Classification (F16)
100% 233
92.3 IPS
 
Machine Translation (F32)
100% 476
73.4 IPS
 
Machine Translation (F16)
100% 56
8.60 IPS
 

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