Geekbench ML Score

320
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 31 2023 01:44 AM
Views 3

System Information

System Information
Operating System Android 12
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% 338
36.2 IPS
 
Image Classification (F16)
100% 252
27.0 IPS
 
Image Classification (I8)
81% 175
18.8 IPS
 
Image Segmentation (F32)
100% 480
2.96 IPS
 
Image Segmentation (F16)
100% 470
2.90 IPS
 
Image Segmentation (I8)
89% 726
4.49 IPS
 
Pose Estimation (F32)
100% 201
0.81 IPS
 
Pose Estimation (F16)
100% 202
0.82 IPS
 
Pose Estimation (I8)
80% 203
0.82 IPS
 
Object Detection (F32)
100% 304
10.7 IPS
 
Object Detection (F16)
100% 302
10.6 IPS
 
Object Detection (I8)
52% 246
8.62 IPS
 
Face Detection (F32)
100% 511
5.87 IPS
 
Face Detection (F16)
100% 503
5.78 IPS
 
Face Detection (I8)
75% 460
5.28 IPS
 
Text Classification (F32)
100% 293
116.1 IPS
 
Text Classification (F16)
100% 295
116.7 IPS
 
Machine Translation (F32)
100% 258
39.8 IPS
 
Machine Translation (F16)
100% 345
53.2 IPS
 

Compare

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