Upload Date | October 30 2021 09:56 AM |
Views | 1 |
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 | |
---|---|
Size | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
693
74.2 IPS |
|
Image Classification (F16)
|
100% |
4224
452.5 IPS |
|
Image Classification (I8)
|
79% |
7429
796.0 IPS |
|
Image Segmentation (F32)
|
100% |
842
5.20 IPS |
|
Image Segmentation (F16)
|
100% |
187
1.16 IPS |
|
Image Segmentation (I8)
|
89% |
17066
105.4 IPS |
|
Pose Estimation (F32)
|
100% |
757
3.06 IPS |
|
Pose Estimation (F16)
|
80% |
3481
14.1 IPS |
|
Pose Estimation (I8)
|
80% |
8588
34.7 IPS |
|
Object Detection (F32)
|
100% |
531
18.6 IPS |
|
Object Detection (F16)
|
100% |
879
30.9 IPS |
|
Object Detection (I8)
|
50% |
963
33.8 IPS |
|
Face Detection (F32)
|
100% |
1613
18.5 IPS |
|
Face Detection (F16)
|
97% |
4138
47.5 IPS |
|
Face Detection (I8)
|
75% |
11607
133.4 IPS |
|
Text Classification (F32)
|
100% |
210
83.2 IPS |
|
Text Classification (F16)
|
100% |
60
23.7 IPS |
|
Machine Translation (F32)
|
100% |
406
62.6 IPS |
|
Machine Translation (F16)
|
100% |
415
63.9 IPS |