| Upload Date | February 17 2023 04:58 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| 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 | 11.21 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
95
10.2 IPS |
|
|
Image Classification (F16)
|
100% |
88
9.45 IPS |
|
|
Image Classification (I8)
|
81% |
217
23.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
266
1.64 IPS |
|
|
Image Segmentation (F16)
|
100% |
263
1.62 IPS |
|
|
Image Segmentation (I8)
|
89% |
681
4.21 IPS |
|
|
Pose Estimation (F32)
|
100% |
285
1.15 IPS |
|
|
Pose Estimation (F16)
|
100% |
269
1.09 IPS |
|
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
|
Object Detection (F32)
|
100% |
109
3.83 IPS |
|
|
Object Detection (F16)
|
100% |
118
4.15 IPS |
|
|
Object Detection (I8)
|
52% |
297
10.4 IPS |
|
|
Face Detection (F32)
|
100% |
616
7.07 IPS |
|
|
Face Detection (F16)
|
100% |
599
6.88 IPS |
|
|
Face Detection (I8)
|
75% |
502
5.77 IPS |
|
|
Text Classification (F32)
|
100% |
432
170.7 IPS |
|
|
Text Classification (F16)
|
100% |
383
151.6 IPS |
|
|
Machine Translation (F32)
|
100% |
680
104.7 IPS |
|
|
Machine Translation (F16)
|
100% |
674
103.8 IPS |