| Upload Date | December 09 2022 08:30 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% |
139
14.8 IPS |
|
|
Image Classification (F16)
|
100% |
134
14.4 IPS |
|
|
Image Classification (I8)
|
81% |
208
22.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
360
2.22 IPS |
|
|
Image Segmentation (F16)
|
100% |
356
2.20 IPS |
|
|
Image Segmentation (I8)
|
89% |
649
4.01 IPS |
|
|
Pose Estimation (F32)
|
100% |
251
1.02 IPS |
|
|
Pose Estimation (F16)
|
100% |
240
0.97 IPS |
|
|
Pose Estimation (I8)
|
80% |
143
0.58 IPS |
|
|
Object Detection (F32)
|
100% |
174
6.12 IPS |
|
|
Object Detection (F16)
|
100% |
199
6.98 IPS |
|
|
Object Detection (I8)
|
52% |
277
9.70 IPS |
|
|
Face Detection (F32)
|
100% |
483
5.55 IPS |
|
|
Face Detection (F16)
|
100% |
486
5.58 IPS |
|
|
Face Detection (I8)
|
75% |
461
5.29 IPS |
|
|
Text Classification (F32)
|
100% |
434
171.6 IPS |
|
|
Text Classification (F16)
|
100% |
437
172.8 IPS |
|
|
Machine Translation (F32)
|
100% |
753
116.0 IPS |
|
|
Machine Translation (F16)
|
100% |
757
116.7 IPS |