Upload Date | May 14 2022 02:31 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Google Pixel 6 Pro |
Model ID | Google Pixel 6 Pro |
Motherboard | raven |
Governor | sched_pixel |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.25 GHz |
Cluster 3 | 2 Cores @ 2.80 GHz |
Memory Information | |
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Size | 11.27 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
166
17.8 IPS |
|
Image Classification (F16)
|
100% |
162
17.3 IPS |
|
Image Classification (I8)
|
81% |
213
22.9 IPS |
|
Image Segmentation (F32)
|
100% |
518
3.20 IPS |
|
Image Segmentation (F16)
|
100% |
541
3.34 IPS |
|
Image Segmentation (I8)
|
89% |
624
3.85 IPS |
|
Pose Estimation (F32)
|
100% |
238
0.96 IPS |
|
Pose Estimation (F16)
|
100% |
225
0.91 IPS |
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
Object Detection (F32)
|
100% |
130
4.58 IPS |
|
Object Detection (F16)
|
100% |
144
5.05 IPS |
|
Object Detection (I8)
|
52% |
303
10.6 IPS |
|
Face Detection (F32)
|
100% |
586
6.74 IPS |
|
Face Detection (F16)
|
100% |
564
6.48 IPS |
|
Face Detection (I8)
|
75% |
503
5.78 IPS |
|
Text Classification (F32)
|
100% |
439
173.5 IPS |
|
Text Classification (F16)
|
100% |
444
175.7 IPS |
|
Machine Translation (F32)
|
100% |
692
106.6 IPS |
|
Machine Translation (F16)
|
100% |
675
104.1 IPS |