| Upload Date | November 17 2022 09:24 AM |
| Views | 4 |
| 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% |
151
16.1 IPS |
|
|
Image Classification (F16)
|
100% |
155
16.6 IPS |
|
|
Image Classification (I8)
|
81% |
238
25.5 IPS |
|
|
Image Segmentation (F32)
|
100% |
407
2.52 IPS |
|
|
Image Segmentation (F16)
|
100% |
436
2.69 IPS |
|
|
Image Segmentation (I8)
|
89% |
914
5.65 IPS |
|
|
Pose Estimation (F32)
|
100% |
224
0.91 IPS |
|
|
Pose Estimation (F16)
|
100% |
221
0.89 IPS |
|
|
Pose Estimation (I8)
|
80% |
234
0.94 IPS |
|
|
Object Detection (F32)
|
100% |
199
6.99 IPS |
|
|
Object Detection (F16)
|
100% |
200
7.01 IPS |
|
|
Object Detection (I8)
|
52% |
363
12.7 IPS |
|
|
Face Detection (F32)
|
100% |
485
5.57 IPS |
|
|
Face Detection (F16)
|
100% |
472
5.42 IPS |
|
|
Face Detection (I8)
|
75% |
562
6.45 IPS |
|
|
Text Classification (F32)
|
100% |
462
182.6 IPS |
|
|
Text Classification (F16)
|
100% |
486
192.2 IPS |
|
|
Machine Translation (F32)
|
100% |
656
101.1 IPS |
|
|
Machine Translation (F16)
|
100% |
643
99.1 IPS |