Geekbench ML Score

330
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date November 25 2021 05:34 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 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 237
25.4 IPS
 
Image Classification (F16)
100% 231
24.7 IPS
 
Image Classification (I8)
81% 179
19.2 IPS
 
Image Segmentation (F32)
100% 484
2.99 IPS
 
Image Segmentation (F16)
100% 475
2.93 IPS
 
Image Segmentation (I8)
89% 757
4.68 IPS
 
Pose Estimation (F32)
100% 235
0.95 IPS
 
Pose Estimation (F16)
100% 235
0.95 IPS
 
Pose Estimation (I8)
80% 216
0.87 IPS
 
Object Detection (F32)
100% 314
11.0 IPS
 
Object Detection (F16)
100% 305
10.7 IPS
 
Object Detection (I8)
52% 247
8.67 IPS
 
Face Detection (F32)
100% 535
6.14 IPS
 
Face Detection (F16)
100% 509
5.85 IPS
 
Face Detection (I8)
75% 483
5.55 IPS
 
Text Classification (F32)
100% 291
115.1 IPS
 
Text Classification (F16)
100% 294
116.3 IPS
 
Machine Translation (F32)
100% 353
54.4 IPS
 
Machine Translation (F16)
100% 378
58.3 IPS
 

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