Upload Date | March 11 2023 08:55 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
643
68.9 IPS |
|
Image Classification (F16)
|
100% |
4965
531.9 IPS |
|
Image Classification (I8)
|
79% |
8087
866.5 IPS |
|
Image Segmentation (F32)
|
100% |
1078
6.66 IPS |
|
Image Segmentation (F16)
|
100% |
6026
37.2 IPS |
|
Image Segmentation (I8)
|
89% |
24427
150.9 IPS |
|
Pose Estimation (F32)
|
100% |
833
3.37 IPS |
|
Pose Estimation (F16)
|
80% |
4571
18.5 IPS |
|
Pose Estimation (I8)
|
80% |
11449
46.3 IPS |
|
Object Detection (F32)
|
100% |
607
21.3 IPS |
|
Object Detection (F16)
|
100% |
80
2.80 IPS |
|
Object Detection (I8)
|
50% |
1333
46.8 IPS |
|
Face Detection (F32)
|
100% |
1430
16.4 IPS |
|
Face Detection (F16)
|
100% |
437
5.02 IPS |
|
Face Detection (I8)
|
75% |
12976
149.1 IPS |
|
Text Classification (F32)
|
100% |
143
56.8 IPS |
|
Text Classification (F16)
|
100% |
996
394.0 IPS |
|
Machine Translation (F32)
|
100% |
555
85.6 IPS |
|
Machine Translation (F16)
|
100% |
554
85.4 IPS |