Upload Date | November 17 2022 11:02 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 | |
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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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
686
73.5 IPS |
|
Image Classification (F16)
|
100% |
5174
554.4 IPS |
|
Image Classification (I8)
|
79% |
8707
932.9 IPS |
|
Image Segmentation (F32)
|
100% |
1097
6.77 IPS |
|
Image Segmentation (F16)
|
100% |
7269
44.9 IPS |
|
Image Segmentation (I8)
|
89% |
30072
185.8 IPS |
|
Pose Estimation (F32)
|
100% |
843
3.41 IPS |
|
Pose Estimation (F16)
|
80% |
5447
22.0 IPS |
|
Pose Estimation (I8)
|
80% |
13238
53.6 IPS |
|
Object Detection (F32)
|
100% |
636
22.3 IPS |
|
Object Detection (F16)
|
100% |
124
4.35 IPS |
|
Object Detection (I8)
|
50% |
1847
64.8 IPS |
|
Face Detection (F32)
|
100% |
1431
16.4 IPS |
|
Face Detection (F16)
|
100% |
614
7.05 IPS |
|
Face Detection (I8)
|
75% |
17367
199.5 IPS |
|
Text Classification (F32)
|
100% |
189
74.9 IPS |
|
Text Classification (F16)
|
100% |
1119
442.7 IPS |
|
Machine Translation (F32)
|
100% |
677
104.3 IPS |
|
Machine Translation (F16)
|
100% |
676
104.2 IPS |