| Upload Date | December 10 2022 12:10 AM |
| 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% |
122
13.1 IPS |
|
|
Image Classification (F16)
|
100% |
113
12.1 IPS |
|
|
Image Classification (I8)
|
81% |
223
23.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
334
2.06 IPS |
|
|
Image Segmentation (F16)
|
100% |
337
2.08 IPS |
|
|
Image Segmentation (I8)
|
89% |
671
4.15 IPS |
|
|
Pose Estimation (F32)
|
100% |
265
1.07 IPS |
|
|
Pose Estimation (F16)
|
100% |
259
1.05 IPS |
|
|
Pose Estimation (I8)
|
80% |
219
0.89 IPS |
|
|
Object Detection (F32)
|
100% |
149
5.21 IPS |
|
|
Object Detection (F16)
|
100% |
150
5.28 IPS |
|
|
Object Detection (I8)
|
52% |
321
11.3 IPS |
|
|
Face Detection (F32)
|
100% |
482
5.54 IPS |
|
|
Face Detection (F16)
|
100% |
482
5.54 IPS |
|
|
Face Detection (I8)
|
75% |
502
5.76 IPS |
|
|
Text Classification (F32)
|
100% |
380
150.3 IPS |
|
|
Text Classification (F16)
|
100% |
409
161.6 IPS |
|
|
Machine Translation (F32)
|
100% |
669
103.2 IPS |
|
|
Machine Translation (F16)
|
100% |
675
104.0 IPS |