Geekbench ML Score

1141
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 06 2022 01:34 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi K20 Pro
Model IDXiaomi Redmi K20 Pro
Motherboard raphael
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 @ 2.84 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 861
92.2 IPS
 
Image Classification (F16)
100% 1381
148.0 IPS
 
Image Classification (I8)
80% 1270
136.1 IPS
 
Image Segmentation (F32)
100% 2101
13.0 IPS
 
Image Segmentation (F16)
100% 3523
21.8 IPS
 
Image Segmentation (I8)
89% 3182
19.7 IPS
 
Pose Estimation (F32)
100% 1048
4.24 IPS
 
Pose Estimation (F16)
100% 1895
7.67 IPS
 
Pose Estimation (I8)
80% 1882
7.61 IPS
 
Object Detection (F32)
100% 485
17.0 IPS
 
Object Detection (F16)
99% 624
21.9 IPS
 
Object Detection (I8)
53% 591
20.8 IPS
 
Face Detection (F32)
100% 1681
19.3 IPS
 
Face Detection (F16)
97% 2635
30.3 IPS
 
Face Detection (I8)
75% 2354
27.1 IPS
 
Text Classification (F32)
100% 511
202.1 IPS
 
Text Classification (F16)
98% 531
209.8 IPS
 
Machine Translation (F32)
100% 426
65.7 IPS
 
Machine Translation (F16)
100% 431
66.4 IPS
 

Compare

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