Geekbench ML Score

448
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 06 2022 09:12 PM
Views 4

System Information

System Information
Operating System Android 11
Model Xiaomi Redmi Note 9S
Model IDXiaomi Redmi Note 9S
Motherboard curtana
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 3.50 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 309
33.1 IPS
 
Image Classification (F16)
100% 557
59.7 IPS
 
Image Classification (I8)
80% 479
51.3 IPS
 
Image Segmentation (F32)
100% 724
4.47 IPS
 
Image Segmentation (F16)
100% 1332
8.23 IPS
 
Image Segmentation (I8)
89% 1170
7.23 IPS
 
Pose Estimation (F32)
100% 357
1.44 IPS
 
Pose Estimation (F16)
100% 678
2.74 IPS
 
Pose Estimation (I8)
80% 674
2.73 IPS
 
Object Detection (F32)
100% 205
7.21 IPS
 
Object Detection (F16)
99% 263
9.22 IPS
 
Object Detection (I8)
53% 227
7.98 IPS
 
Face Detection (F32)
100% 628
7.21 IPS
 
Face Detection (F16)
97% 1072
12.3 IPS
 
Face Detection (I8)
76% 901
10.3 IPS
 
Text Classification (F32)
100% 200
79.1 IPS
 
Text Classification (F16)
98% 265
104.9 IPS
 
Machine Translation (F32)
100% 204
31.4 IPS
 
Machine Translation (F16)
100% 198
30.5 IPS
 

Compare

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