Geekbench ML Score

108
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:37 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 NNAPI

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 121
12.9 IPS
 
Image Classification (F16)
100% 122
13.1 IPS
 
Image Classification (I8)
81% 168
18.0 IPS
 
Image Segmentation (F32)
100% 151
0.94 IPS
 
Image Segmentation (F16)
100% 153
0.95 IPS
 
Image Segmentation (I8)
89% 221
1.37 IPS
 
Pose Estimation (F32)
100% 50
0.20 IPS
 
Pose Estimation (F16)
100% 49
0.20 IPS
 
Pose Estimation (I8)
80% 78
0.32 IPS
 
Object Detection (F32)
100% 143
5.03 IPS
 
Object Detection (F16)
100% 143
5.02 IPS
 
Object Detection (I8)
52% 243
8.53 IPS
 
Face Detection (F32)
100% 159
1.83 IPS
 
Face Detection (F16)
100% 160
1.83 IPS
 
Face Detection (I8)
75% 182
2.10 IPS
 
Text Classification (F32)
100% 39
15.6 IPS
 
Text Classification (F16)
100% 40
15.7 IPS
 
Machine Translation (F32)
100% 75
11.5 IPS
 
Machine Translation (F16)
100% 73
11.3 IPS
 

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