Geekbench ML Score

497
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 05:04 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi K30
Model IDXiaomi Redmi K30
Motherboard phoenix
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 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.21 GHz
Memory Information
Size 5.44 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 336
36.0 IPS
 
Image Classification (F16)
100% 616
66.0 IPS
 
Image Classification (I8)
80% 545
58.4 IPS
 
Image Segmentation (F32)
100% 723
4.47 IPS
 
Image Segmentation (F16)
100% 1379
8.52 IPS
 
Image Segmentation (I8)
89% 1254
7.75 IPS
 
Pose Estimation (F32)
100% 352
1.42 IPS
 
Pose Estimation (F16)
100% 662
2.68 IPS
 
Pose Estimation (I8)
80% 658
2.66 IPS
 
Object Detection (F32)
100% 245
8.60 IPS
 
Object Detection (F16)
99% 316
11.1 IPS
 
Object Detection (I8)
53% 293
10.3 IPS
 
Face Detection (F32)
100% 657
7.54 IPS
 
Face Detection (F16)
97% 1130
13.0 IPS
 
Face Detection (I8)
76% 1009
11.6 IPS
 
Text Classification (F32)
100% 291
115.2 IPS
 
Text Classification (F16)
98% 354
140.0 IPS
 
Machine Translation (F32)
100% 214
33.0 IPS
 
Machine Translation (F16)
100% 211
32.5 IPS
 

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