Geekbench ML Score

225
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:30 PM
Views 1

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 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 389
41.7 IPS
 
Image Classification (F16)
100% 546
58.5 IPS
 
Image Classification (I8)
81% 534
57.2 IPS
 
Image Segmentation (F32)
100% 166
1.03 IPS
 
Image Segmentation (F16)
100% 167
1.03 IPS
 
Image Segmentation (I8)
89% 1008
6.23 IPS
 
Pose Estimation (F32)
100% 102
0.41 IPS
 
Pose Estimation (F16)
100% 166
0.67 IPS
 
Pose Estimation (I8)
80% 165
0.67 IPS
 
Object Detection (F32)
100% 250
8.78 IPS
 
Object Detection (F16)
100% 312
11.0 IPS
 
Object Detection (I8)
56% 308
10.8 IPS
 
Face Detection (F32)
100% 174
1.99 IPS
 
Face Detection (F16)
100% 174
2.00 IPS
 
Face Detection (I8)
75% 777
8.93 IPS
 
Text Classification (F32)
100% 137
54.2 IPS
 
Text Classification (F16)
100% 135
53.2 IPS
 
Machine Translation (F32)
100% 72
11.1 IPS
 
Machine Translation (F16)
100% 75
11.5 IPS
 

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