Geekbench ML Score

329
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 12 2021 07:56 PM
Views 1

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% 231
24.7 IPS
 
Image Classification (F16)
100% 235
25.1 IPS
 
Image Classification (I8)
81% 176
18.9 IPS
 
Image Segmentation (F32)
100% 468
2.89 IPS
 
Image Segmentation (F16)
100% 477
2.94 IPS
 
Image Segmentation (I8)
89% 755
4.67 IPS
 
Pose Estimation (F32)
100% 239
0.97 IPS
 
Pose Estimation (F16)
100% 234
0.95 IPS
 
Pose Estimation (I8)
80% 211
0.85 IPS
 
Object Detection (F32)
100% 298
10.4 IPS
 
Object Detection (F16)
100% 325
11.4 IPS
 
Object Detection (I8)
52% 254
8.92 IPS
 
Face Detection (F32)
100% 506
5.82 IPS
 
Face Detection (F16)
100% 521
5.98 IPS
 
Face Detection (I8)
75% 481
5.52 IPS
 
Text Classification (F32)
100% 291
114.9 IPS
 
Text Classification (F16)
100% 293
115.9 IPS
 
Machine Translation (F32)
100% 369
56.9 IPS
 
Machine Translation (F16)
100% 374
57.6 IPS
 

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