| Upload Date | August 02 2022 03:12 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 | |
|---|---|
| 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 | 11.33 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | NNAPI |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
652
69.9 IPS |
|
|
Image Classification (F16)
|
100% |
4958
531.2 IPS |
|
|
Image Classification (I8)
|
79% |
9239
989.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
984
6.08 IPS |
|
|
Image Segmentation (F16)
|
100% |
223
1.38 IPS |
|
|
Image Segmentation (I8)
|
89% |
21674
133.9 IPS |
|
|
Pose Estimation (F32)
|
100% |
787
3.19 IPS |
|
|
Pose Estimation (F16)
|
80% |
4542
18.4 IPS |
|
|
Pose Estimation (I8)
|
80% |
11353
45.9 IPS |
|
|
Object Detection (F32)
|
100% |
561
19.7 IPS |
|
|
Object Detection (F16)
|
100% |
90
3.17 IPS |
|
|
Object Detection (I8)
|
50% |
1351
47.4 IPS |
|
|
Face Detection (F32)
|
100% |
1534
17.6 IPS |
|
|
Face Detection (F16)
|
100% |
463
5.31 IPS |
|
|
Face Detection (I8)
|
75% |
15155
174.1 IPS |
|
|
Text Classification (F32)
|
100% |
162
63.9 IPS |
|
|
Text Classification (F16)
|
100% |
71
28.0 IPS |
|
|
Machine Translation (F32)
|
100% |
497
76.6 IPS |
|
|
Machine Translation (F16)
|
100% |
509
78.5 IPS |