Geekbench ML Score

213
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 12 2021 09:27 PM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi M2010J19CG
Model IDXiaomi M2010J19CG
Motherboard citrus
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 3.63 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% 237
25.4 IPS
 
Image Classification (I8)
80% 206
22.1 IPS
 
Image Segmentation (F32)
100% 271
1.67 IPS
 
Image Segmentation (F16)
100% 536
3.31 IPS
 
Image Segmentation (I8)
89% 488
3.01 IPS
 
Pose Estimation (F32)
100% 122
0.49 IPS
 
Pose Estimation (F16)
100% 232
0.94 IPS
 
Pose Estimation (I8)
80% 230
0.93 IPS
 
Object Detection (F32)
100% 111
3.90 IPS
 
Object Detection (F16)
99% 174
6.11 IPS
 
Object Detection (I8)
53% 158
5.54 IPS
 
Face Detection (F32)
100% 270
3.10 IPS
 
Face Detection (F16)
97% 468
5.38 IPS
 
Face Detection (I8)
76% 428
4.92 IPS
 
Text Classification (F32)
100% 169
66.9 IPS
 
Text Classification (F16)
98% 231
91.3 IPS
 
Machine Translation (F32)
100% 98
15.0 IPS
 
Machine Translation (F16)
100% 100
15.4 IPS
 

Compare

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