| Upload Date | October 30 2021 09:58 AM |
| Views | 5 |
| 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 | 11.21 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
735
78.8 IPS |
|
|
Image Classification (F16)
|
100% |
1126
120.6 IPS |
|
|
Image Classification (I8)
|
80% |
974
104.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
1779
11.0 IPS |
|
|
Image Segmentation (F16)
|
100% |
3218
19.9 IPS |
|
|
Image Segmentation (I8)
|
89% |
3268
20.2 IPS |
|
|
Pose Estimation (F32)
|
100% |
623
2.52 IPS |
|
|
Pose Estimation (F16)
|
100% |
1773
7.17 IPS |
|
|
Pose Estimation (I8)
|
80% |
1840
7.45 IPS |
|
|
Object Detection (F32)
|
100% |
432
15.2 IPS |
|
|
Object Detection (F16)
|
100% |
573
20.1 IPS |
|
|
Object Detection (I8)
|
54% |
589
20.7 IPS |
|
|
Face Detection (F32)
|
100% |
1680
19.3 IPS |
|
|
Face Detection (F16)
|
97% |
2874
33.0 IPS |
|
|
Face Detection (I8)
|
75% |
2582
29.7 IPS |
|
|
Text Classification (F32)
|
100% |
463
183.2 IPS |
|
|
Text Classification (F16)
|
98% |
608
240.5 IPS |
|
|
Machine Translation (F32)
|
100% |
406
62.5 IPS |
|
|
Machine Translation (F16)
|
100% |
405
62.5 IPS |