Geekbench ML Score

299
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 29 2021 12:20 AM
Views 2

System Information

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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 240
25.7 IPS
 
Image Classification (F16)
100% 234
25.1 IPS
 
Image Classification (I8)
81% 173
18.6 IPS
 
Image Segmentation (F32)
100% 462
2.85 IPS
 
Image Segmentation (F16)
100% 463
2.86 IPS
 
Image Segmentation (I8)
89% 754
4.66 IPS
 
Pose Estimation (F32)
100% 208
0.84 IPS
 
Pose Estimation (F16)
100% 200
0.81 IPS
 
Pose Estimation (I8)
80% 155
0.63 IPS
 
Object Detection (F32)
100% 235
8.26 IPS
 
Object Detection (F16)
100% 235
8.24 IPS
 
Object Detection (I8)
52% 233
8.18 IPS
 
Face Detection (F32)
100% 467
5.36 IPS
 
Face Detection (F16)
100% 407
4.67 IPS
 
Face Detection (I8)
75% 371
4.26 IPS
 
Text Classification (F32)
100% 315
124.5 IPS
 
Text Classification (F16)
100% 317
125.2 IPS
 
Machine Translation (F32)
100% 353
54.4 IPS
 
Machine Translation (F16)
100% 355
54.7 IPS
 

Compare

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