| Upload Date | November 01 2021 02:08 AM |
| Views | 3 |
| 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% |
110
11.8 IPS |
|
|
Image Classification (F16)
|
100% |
107
11.5 IPS |
|
|
Image Classification (I8)
|
81% |
218
23.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
300
1.86 IPS |
|
|
Image Segmentation (F16)
|
100% |
294
1.82 IPS |
|
|
Image Segmentation (I8)
|
89% |
671
4.15 IPS |
|
|
Pose Estimation (F32)
|
100% |
288
1.17 IPS |
|
|
Pose Estimation (F16)
|
100% |
273
1.11 IPS |
|
|
Pose Estimation (I8)
|
80% |
216
0.87 IPS |
|
|
Object Detection (F32)
|
100% |
130
4.55 IPS |
|
|
Object Detection (F16)
|
100% |
127
4.45 IPS |
|
|
Object Detection (I8)
|
52% |
281
9.87 IPS |
|
|
Face Detection (F32)
|
100% |
617
7.09 IPS |
|
|
Face Detection (F16)
|
100% |
621
7.14 IPS |
|
|
Face Detection (I8)
|
75% |
481
5.52 IPS |
|
|
Text Classification (F32)
|
100% |
391
154.8 IPS |
|
|
Text Classification (F16)
|
100% |
381
150.6 IPS |
|
|
Machine Translation (F32)
|
100% |
688
106.0 IPS |
|
|
Machine Translation (F16)
|
100% |
698
107.5 IPS |