Geekbench ML Score

323
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 06:31 AM
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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 232
24.9 IPS
 
Image Classification (F16)
100% 232
24.9 IPS
 
Image Classification (I8)
81% 168
18.0 IPS
 
Image Segmentation (F32)
100% 463
2.86 IPS
 
Image Segmentation (F16)
100% 474
2.93 IPS
 
Image Segmentation (I8)
89% 772
4.77 IPS
 
Pose Estimation (F32)
100% 228
0.92 IPS
 
Pose Estimation (F16)
100% 226
0.91 IPS
 
Pose Estimation (I8)
80% 217
0.88 IPS
 
Object Detection (F32)
100% 304
10.7 IPS
 
Object Detection (F16)
100% 302
10.6 IPS
 
Object Detection (I8)
52% 237
8.31 IPS
 
Face Detection (F32)
100% 513
5.89 IPS
 
Face Detection (F16)
100% 524
6.02 IPS
 
Face Detection (I8)
75% 477
5.48 IPS
 
Text Classification (F32)
100% 294
116.3 IPS
 
Text Classification (F16)
100% 294
116.4 IPS
 
Machine Translation (F32)
100% 352
54.2 IPS
 
Machine Translation (F16)
100% 337
52.0 IPS
 

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