Geekbench ML Score

322
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 05:48 AM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi M2102J20SI
Model IDXiaomi M2102J20SI
Motherboard bhima
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% 235
25.2 IPS
 
Image Classification (F16)
100% 234
25.1 IPS
 
Image Classification (I8)
81% 178
19.0 IPS
 
Image Segmentation (F32)
100% 468
2.89 IPS
 
Image Segmentation (F16)
100% 465
2.87 IPS
 
Image Segmentation (I8)
89% 761
4.70 IPS
 
Pose Estimation (F32)
100% 207
0.84 IPS
 
Pose Estimation (F16)
100% 199
0.81 IPS
 
Pose Estimation (I8)
80% 198
0.80 IPS
 
Object Detection (F32)
100% 310
10.9 IPS
 
Object Detection (F16)
100% 304
10.7 IPS
 
Object Detection (I8)
52% 259
9.10 IPS
 
Face Detection (F32)
100% 503
5.78 IPS
 
Face Detection (F16)
100% 496
5.69 IPS
 
Face Detection (I8)
75% 479
5.50 IPS
 
Text Classification (F32)
100% 289
114.4 IPS
 
Text Classification (F16)
100% 288
113.9 IPS
 
Machine Translation (F32)
100% 380
58.6 IPS
 
Machine Translation (F16)
100% 381
58.7 IPS
 

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