| Upload Date | October 23 2022 06:42 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% |
99
10.6 IPS |
|
|
Image Classification (F16)
|
100% |
94
10.0 IPS |
|
|
Image Classification (I8)
|
81% |
252
27.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
342
2.12 IPS |
|
|
Image Segmentation (F16)
|
100% |
360
2.22 IPS |
|
|
Image Segmentation (I8)
|
89% |
826
5.10 IPS |
|
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
|
Pose Estimation (F16)
|
100% |
246
0.99 IPS |
|
|
Pose Estimation (I8)
|
80% |
267
1.08 IPS |
|
|
Object Detection (F32)
|
100% |
133
4.66 IPS |
|
|
Object Detection (F16)
|
100% |
145
5.08 IPS |
|
|
Object Detection (I8)
|
52% |
338
11.8 IPS |
|
|
Face Detection (F32)
|
100% |
447
5.13 IPS |
|
|
Face Detection (F16)
|
100% |
389
4.46 IPS |
|
|
Face Detection (I8)
|
75% |
526
6.04 IPS |
|
|
Text Classification (F32)
|
100% |
359
142.1 IPS |
|
|
Text Classification (F16)
|
100% |
370
146.2 IPS |
|
|
Machine Translation (F32)
|
100% |
641
98.8 IPS |
|
|
Machine Translation (F16)
|
100% |
642
99.0 IPS |