| Upload Date | January 21 2023 06:02 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% |
96
10.3 IPS |
|
|
Image Classification (F16)
|
100% |
97
10.4 IPS |
|
|
Image Classification (I8)
|
81% |
275
29.5 IPS |
|
|
Image Segmentation (F32)
|
100% |
399
2.46 IPS |
|
|
Image Segmentation (F16)
|
100% |
393
2.43 IPS |
|
|
Image Segmentation (I8)
|
89% |
604
3.73 IPS |
|
|
Pose Estimation (F32)
|
100% |
239
0.97 IPS |
|
|
Pose Estimation (F16)
|
100% |
256
1.04 IPS |
|
|
Pose Estimation (I8)
|
80% |
228
0.92 IPS |
|
|
Object Detection (F32)
|
100% |
137
4.80 IPS |
|
|
Object Detection (F16)
|
100% |
150
5.25 IPS |
|
|
Object Detection (I8)
|
52% |
336
11.8 IPS |
|
|
Face Detection (F32)
|
100% |
438
5.03 IPS |
|
|
Face Detection (F16)
|
100% |
443
5.09 IPS |
|
|
Face Detection (I8)
|
75% |
535
6.14 IPS |
|
|
Text Classification (F32)
|
100% |
953
377.0 IPS |
|
|
Text Classification (F16)
|
100% |
941
372.2 IPS |
|
|
Machine Translation (F32)
|
100% |
691
106.5 IPS |
|
|
Machine Translation (F16)
|
100% |
691
106.4 IPS |