Geekbench ML Score

201
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 15 2023 10:04 PM
Views 1

System Information

System Information
Operating System Android 11
Model Xiaomi Redmi Note 8T
Model IDXiaomi Redmi Note 8T
Motherboard willow
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.02 GHz
Memory Information
Size 3.55 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 124
13.3 IPS
 
Image Classification (F16)
100% 234
25.0 IPS
 
Image Classification (I8)
80% 209
22.4 IPS
 
Image Segmentation (F32)
100% 273
1.68 IPS
 
Image Segmentation (F16)
100% 528
3.26 IPS
 
Image Segmentation (I8)
89% 481
2.97 IPS
 
Pose Estimation (F32)
100% 122
0.49 IPS
 
Pose Estimation (F16)
100% 230
0.93 IPS
 
Pose Estimation (I8)
80% 229
0.93 IPS
 
Object Detection (F32)
100% 123
4.30 IPS
 
Object Detection (F16)
99% 192
6.73 IPS
 
Object Detection (I8)
53% 158
5.54 IPS
 
Face Detection (F32)
100% 268
3.07 IPS
 
Face Detection (F16)
97% 451
5.18 IPS
 
Face Detection (I8)
76% 425
4.88 IPS
 
Text Classification (F32)
100% 121
47.9 IPS
 
Text Classification (F16)
98% 201
79.7 IPS
 
Machine Translation (F32)
100% 73
11.2 IPS
 
Machine Translation (F16)
100% 68
10.4 IPS
 

Compare

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