| Upload Date | November 01 2021 03:49 PM |
| 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% |
836
89.6 IPS |
|
|
Image Classification (F16)
|
100% |
1172
125.6 IPS |
|
|
Image Classification (I8)
|
80% |
1107
118.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
2822
17.4 IPS |
|
|
Image Segmentation (F16)
|
100% |
4891
30.2 IPS |
|
|
Image Segmentation (I8)
|
89% |
4722
29.2 IPS |
|
|
Pose Estimation (F32)
|
100% |
810
3.28 IPS |
|
|
Pose Estimation (F16)
|
100% |
2799
11.3 IPS |
|
|
Pose Estimation (I8)
|
80% |
2783
11.3 IPS |
|
|
Object Detection (F32)
|
100% |
575
20.2 IPS |
|
|
Object Detection (F16)
|
100% |
751
26.3 IPS |
|
|
Object Detection (I8)
|
54% |
767
26.9 IPS |
|
|
Face Detection (F32)
|
100% |
2112
24.3 IPS |
|
|
Face Detection (F16)
|
97% |
3104
35.7 IPS |
|
|
Face Detection (I8)
|
75% |
2854
32.8 IPS |
|
|
Text Classification (F32)
|
100% |
555
219.5 IPS |
|
|
Text Classification (F16)
|
98% |
603
238.6 IPS |
|
|
Machine Translation (F32)
|
100% |
688
106.1 IPS |
|
|
Machine Translation (F16)
|
100% |
684
105.4 IPS |