| Upload Date | February 24 2023 07:53 PM |
| Views | 3 |
| 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% |
93
9.92 IPS |
|
|
Image Classification (F16)
|
100% |
154
16.5 IPS |
|
|
Image Classification (I8)
|
81% |
279
29.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
418
2.58 IPS |
|
|
Image Segmentation (F16)
|
100% |
422
2.60 IPS |
|
|
Image Segmentation (I8)
|
89% |
735
4.54 IPS |
|
|
Pose Estimation (F32)
|
100% |
270
1.09 IPS |
|
|
Pose Estimation (F16)
|
100% |
245
0.99 IPS |
|
|
Pose Estimation (I8)
|
80% |
245
0.99 IPS |
|
|
Object Detection (F32)
|
100% |
123
4.31 IPS |
|
|
Object Detection (F16)
|
100% |
131
4.59 IPS |
|
|
Object Detection (I8)
|
52% |
334
11.7 IPS |
|
|
Face Detection (F32)
|
100% |
401
4.60 IPS |
|
|
Face Detection (F16)
|
100% |
389
4.47 IPS |
|
|
Face Detection (I8)
|
75% |
542
6.23 IPS |
|
|
Text Classification (F32)
|
100% |
773
305.6 IPS |
|
|
Text Classification (F16)
|
100% |
786
310.7 IPS |
|
|
Machine Translation (F32)
|
100% |
575
88.6 IPS |
|
|
Machine Translation (F16)
|
100% |
574
88.5 IPS |