Geekbench ML Score

503
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 06 2022 01:39 PM
Views 2

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 NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 508
54.4 IPS
 
Image Classification (F16)
100% 724
77.6 IPS
 
Image Classification (I8)
80% 1041
111.6 IPS
 
Image Segmentation (F32)
100% 686
4.23 IPS
 
Image Segmentation (F16)
100% 796
4.92 IPS
 
Image Segmentation (I8)
89% 2363
14.6 IPS
 
Pose Estimation (F32)
100% 349
1.41 IPS
 
Pose Estimation (F16)
100% 443
1.79 IPS
 
Pose Estimation (I8)
80% 3186
12.9 IPS
 
Object Detection (F32)
100% 412
14.5 IPS
 
Object Detection (F16)
100% 409
14.4 IPS
 
Object Detection (I8)
52% 893
31.3 IPS
 
Face Detection (F32)
100% 773
8.88 IPS
 
Face Detection (F16)
97% 931
10.7 IPS
 
Face Detection (I8)
75% 2990
34.3 IPS
 
Text Classification (F32)
54% 12
4.84 IPS
 
Text Classification (F16)
54% 12
4.75 IPS
 
Machine Translation (F32)
100% 436
67.1 IPS
 
Machine Translation (F16)
100% 437
67.3 IPS
 

Compare

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