| Upload Date | October 30 2021 11:50 AM |
| Views | 5 |
| 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% |
239
25.6 IPS |
|
|
Image Classification (F16)
|
100% |
247
26.5 IPS |
|
|
Image Classification (I8)
|
81% |
206
22.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
635
3.92 IPS |
|
|
Image Segmentation (F16)
|
100% |
624
3.86 IPS |
|
|
Image Segmentation (I8)
|
89% |
736
4.55 IPS |
|
|
Pose Estimation (F32)
|
100% |
234
0.95 IPS |
|
|
Pose Estimation (F16)
|
100% |
221
0.90 IPS |
|
|
Pose Estimation (I8)
|
80% |
221
0.89 IPS |
|
|
Object Detection (F32)
|
100% |
311
10.9 IPS |
|
|
Object Detection (F16)
|
100% |
316
11.1 IPS |
|
|
Object Detection (I8)
|
52% |
297
10.4 IPS |
|
|
Face Detection (F32)
|
100% |
571
6.56 IPS |
|
|
Face Detection (F16)
|
100% |
562
6.46 IPS |
|
|
Face Detection (I8)
|
75% |
485
5.58 IPS |
|
|
Text Classification (F32)
|
100% |
449
177.7 IPS |
|
|
Text Classification (F16)
|
100% |
469
185.7 IPS |
|
|
Machine Translation (F32)
|
100% |
613
94.5 IPS |
|
|
Machine Translation (F16)
|
100% |
587
90.5 IPS |