Geekbench ML Score

238
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 11 2021 04:47 AM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi ASUS_I01WD
Model IDXiaomi ASUS_I01WD
Motherboard atoll
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 5.47 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 156
16.8 IPS
 
Image Classification (F16)
100% 154
16.5 IPS
 
Image Classification (I8)
81% 152
16.3 IPS
 
Image Segmentation (F32)
100% 353
2.18 IPS
 
Image Segmentation (F16)
100% 348
2.15 IPS
 
Image Segmentation (I8)
89% 563
3.48 IPS
 
Pose Estimation (F32)
100% 149
0.60 IPS
 
Pose Estimation (F16)
100% 139
0.56 IPS
 
Pose Estimation (I8)
80% 140
0.57 IPS
 
Object Detection (F32)
100% 223
7.83 IPS
 
Object Detection (F16)
100% 222
7.80 IPS
 
Object Detection (I8)
52% 251
8.82 IPS
 
Face Detection (F32)
100% 338
3.88 IPS
 
Face Detection (F16)
100% 339
3.89 IPS
 
Face Detection (I8)
75% 382
4.38 IPS
 
Text Classification (F32)
100% 278
110.0 IPS
 
Text Classification (F16)
100% 284
112.5 IPS
 
Machine Translation (F32)
100% 214
33.0 IPS
 
Machine Translation (F16)
100% 229
35.2 IPS
 

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