Geekbench ML Score

221
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 28 2021 10:50 PM
Views 2

System Information

System Information
Operating System Android 11
Model Xiaomi Poco F1
Model IDXiaomi POCO F1
Motherboard sdm845
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 6 part 2050 revision 13
Base Frequency 1.77 GHz
Cluster 14 Cores @ 1.77 GHz
Cluster 24 Cores @ 2.80 GHz
Memory Information
Size 5.50 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 174
18.6 IPS
 
Image Classification (F16)
100% 175
18.7 IPS
 
Image Classification (I8)
81% 152
16.2 IPS
 
Image Segmentation (F32)
100% 324
2.00 IPS
 
Image Segmentation (F16)
100% 328
2.03 IPS
 
Image Segmentation (I8)
89% 600
3.71 IPS
 
Pose Estimation (F32)
100% 114
0.46 IPS
 
Pose Estimation (F16)
100% 117
0.47 IPS
 
Pose Estimation (I8)
80% 146
0.59 IPS
 
Object Detection (F32)
100% 213
7.46 IPS
 
Object Detection (F16)
100% 215
7.55 IPS
 
Object Detection (I8)
52% 216
7.58 IPS
 
Face Detection (F32)
100% 307
3.53 IPS
 
Face Detection (F16)
100% 282
3.24 IPS
 
Face Detection (I8)
75% 336
3.86 IPS
 
Text Classification (F32)
100% 192
75.9 IPS
 
Text Classification (F16)
100% 196
77.6 IPS
 
Machine Translation (F32)
100% 233
35.8 IPS
 
Machine Translation (F16)
100% 244
37.5 IPS
 

Compare

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