Geekbench ML Score

154
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:25 PM
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System Information

System Information
Operating System Android 9
Model NVIDIA SHIELD Android TV
Model IDNVIDIA SHIELD Android TV
Motherboard darcy
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 4 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3335 revision 1
Base Frequency 2.01 GHz
Cluster 14 Cores @ 2.01 GHz
Memory Information
Size 2.88 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 106
11.4 IPS
 
Image Classification (F16)
100% 107
11.4 IPS
 
Image Classification (I8)
81% 334
35.8 IPS
 
Image Segmentation (F32)
100% 180
1.11 IPS
 
Image Segmentation (F16)
100% 180
1.11 IPS
 
Image Segmentation (I8)
89% 586
3.62 IPS
 
Pose Estimation (F32)
100% 59
0.24 IPS
 
Pose Estimation (F16)
100% 59
0.24 IPS
 
Pose Estimation (I8)
80% 130
0.53 IPS
 
Object Detection (F32)
100% 146
5.11 IPS
 
Object Detection (F16)
100% 147
5.17 IPS
 
Object Detection (I8)
52% 304
10.7 IPS
 
Face Detection (F32)
100% 205
2.36 IPS
 
Face Detection (F16)
100% 205
2.36 IPS
 
Face Detection (I8)
75% 464
5.34 IPS
 
Text Classification (F32)
100% 136
53.6 IPS
 
Text Classification (F16)
100% 135
53.2 IPS
 
Machine Translation (F32)
100% 74
11.4 IPS
 
Machine Translation (F16)
100% 73
11.3 IPS
 

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