Upload Date | October 15 2022 09:49 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 6 Pro |
Model ID | Google Pixel 6 Pro |
Motherboard | raven |
Governor | sched_pixel |
CPU Information | |
---|---|
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 | 11.25 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
749
80.3 IPS |
|
Image Classification (F16)
|
100% |
5471
586.2 IPS |
|
Image Classification (I8)
|
79% |
9200
985.8 IPS |
|
Image Segmentation (F32)
|
100% |
1022
6.31 IPS |
|
Image Segmentation (F16)
|
100% |
6101
37.7 IPS |
|
Image Segmentation (I8)
|
89% |
24923
153.9 IPS |
|
Pose Estimation (F32)
|
100% |
828
3.35 IPS |
|
Pose Estimation (F16)
|
80% |
4645
18.8 IPS |
|
Pose Estimation (I8)
|
80% |
11602
46.9 IPS |
|
Object Detection (F32)
|
100% |
608
21.3 IPS |
|
Object Detection (F16)
|
100% |
395
13.9 IPS |
|
Object Detection (I8)
|
50% |
1507
52.9 IPS |
|
Face Detection (F32)
|
100% |
1450
16.7 IPS |
|
Face Detection (F16)
|
100% |
582
6.69 IPS |
|
Face Detection (I8)
|
75% |
15629
179.6 IPS |
|
Text Classification (F32)
|
100% |
204
80.5 IPS |
|
Text Classification (F16)
|
100% |
1139
450.5 IPS |
|
Machine Translation (F32)
|
100% |
658
101.4 IPS |
|
Machine Translation (F16)
|
100% |
661
101.9 IPS |