| Upload Date | October 29 2021 03:52 AM |
| Views | 2 |
| 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% |
131
14.0 IPS |
|
|
Image Classification (F16)
|
100% |
110
11.8 IPS |
|
|
Image Classification (I8)
|
81% |
216
23.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
276
1.70 IPS |
|
|
Image Segmentation (F16)
|
100% |
273
1.69 IPS |
|
|
Image Segmentation (I8)
|
89% |
690
4.26 IPS |
|
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
|
Pose Estimation (F16)
|
100% |
263
1.06 IPS |
|
|
Pose Estimation (I8)
|
80% |
246
1.00 IPS |
|
|
Object Detection (F32)
|
100% |
127
4.44 IPS |
|
|
Object Detection (F16)
|
100% |
137
4.80 IPS |
|
|
Object Detection (I8)
|
52% |
285
10.0 IPS |
|
|
Face Detection (F32)
|
100% |
567
6.51 IPS |
|
|
Face Detection (F16)
|
100% |
558
6.41 IPS |
|
|
Face Detection (I8)
|
75% |
485
5.58 IPS |
|
|
Text Classification (F32)
|
100% |
416
164.6 IPS |
|
|
Text Classification (F16)
|
100% |
420
166.2 IPS |
|
|
Machine Translation (F32)
|
100% |
580
89.5 IPS |
|
|
Machine Translation (F16)
|
100% |
581
89.6 IPS |