| Upload Date | October 23 2022 06:33 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 | |
|---|---|
| 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 | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
148
15.8 IPS |
|
|
Image Classification (F16)
|
100% |
137
14.6 IPS |
|
|
Image Classification (I8)
|
81% |
251
26.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
367
2.27 IPS |
|
|
Image Segmentation (F16)
|
100% |
380
2.35 IPS |
|
|
Image Segmentation (I8)
|
89% |
937
5.79 IPS |
|
|
Pose Estimation (F32)
|
100% |
268
1.08 IPS |
|
|
Pose Estimation (F16)
|
100% |
253
1.03 IPS |
|
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
|
Object Detection (F32)
|
100% |
194
6.79 IPS |
|
|
Object Detection (F16)
|
100% |
197
6.93 IPS |
|
|
Object Detection (I8)
|
52% |
354
12.4 IPS |
|
|
Face Detection (F32)
|
100% |
506
5.82 IPS |
|
|
Face Detection (F16)
|
100% |
493
5.66 IPS |
|
|
Face Detection (I8)
|
75% |
584
6.71 IPS |
|
|
Text Classification (F32)
|
100% |
433
171.3 IPS |
|
|
Text Classification (F16)
|
100% |
423
167.1 IPS |
|
|
Machine Translation (F32)
|
100% |
736
113.5 IPS |
|
|
Machine Translation (F16)
|
100% |
738
113.8 IPS |