| Upload Date | October 28 2021 02:11 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% |
115
12.4 IPS |
|
|
Image Classification (F16)
|
100% |
108
11.6 IPS |
|
|
Image Classification (I8)
|
81% |
219
23.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
279
1.72 IPS |
|
|
Image Segmentation (F16)
|
100% |
273
1.69 IPS |
|
|
Image Segmentation (I8)
|
89% |
696
4.30 IPS |
|
|
Pose Estimation (F32)
|
100% |
254
1.03 IPS |
|
|
Pose Estimation (F16)
|
100% |
228
0.92 IPS |
|
|
Pose Estimation (I8)
|
80% |
226
0.91 IPS |
|
|
Object Detection (F32)
|
100% |
122
4.27 IPS |
|
|
Object Detection (F16)
|
100% |
135
4.73 IPS |
|
|
Object Detection (I8)
|
52% |
282
9.91 IPS |
|
|
Face Detection (F32)
|
100% |
541
6.22 IPS |
|
|
Face Detection (F16)
|
100% |
550
6.31 IPS |
|
|
Face Detection (I8)
|
75% |
496
5.69 IPS |
|
|
Text Classification (F32)
|
100% |
444
175.7 IPS |
|
|
Text Classification (F16)
|
100% |
404
159.7 IPS |
|
|
Machine Translation (F32)
|
100% |
581
89.6 IPS |
|
|
Machine Translation (F16)
|
100% |
584
90.0 IPS |