| Upload Date | November 03 2021 01:47 PM |
| 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% |
121
12.9 IPS |
|
|
Image Classification (F16)
|
100% |
114
12.2 IPS |
|
|
Image Classification (I8)
|
81% |
224
24.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
530
3.27 IPS |
|
|
Image Segmentation (F16)
|
100% |
278
1.72 IPS |
|
|
Image Segmentation (I8)
|
89% |
717
4.43 IPS |
|
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
|
Pose Estimation (F16)
|
100% |
269
1.09 IPS |
|
|
Pose Estimation (I8)
|
80% |
215
0.87 IPS |
|
|
Object Detection (F32)
|
100% |
132
4.64 IPS |
|
|
Object Detection (F16)
|
100% |
128
4.51 IPS |
|
|
Object Detection (I8)
|
52% |
291
10.2 IPS |
|
|
Face Detection (F32)
|
100% |
628
7.22 IPS |
|
|
Face Detection (F16)
|
100% |
610
7.01 IPS |
|
|
Face Detection (I8)
|
75% |
485
5.57 IPS |
|
|
Text Classification (F32)
|
100% |
409
161.6 IPS |
|
|
Text Classification (F16)
|
100% |
374
147.7 IPS |
|
|
Machine Translation (F32)
|
100% |
672
103.5 IPS |
|
|
Machine Translation (F16)
|
100% |
676
104.1 IPS |