| Upload Date | December 08 2022 06:50 PM |
| Views | 4 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| 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 | 11.25 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
121
12.9 IPS |
|
|
Image Classification (F16)
|
100% |
121
13.0 IPS |
|
|
Image Classification (I8)
|
81% |
226
24.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
372
2.30 IPS |
|
|
Image Segmentation (F16)
|
100% |
363
2.24 IPS |
|
|
Image Segmentation (I8)
|
89% |
705
4.35 IPS |
|
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
|
Pose Estimation (F16)
|
100% |
264
1.07 IPS |
|
|
Pose Estimation (I8)
|
80% |
229
0.93 IPS |
|
|
Object Detection (F32)
|
100% |
144
5.04 IPS |
|
|
Object Detection (F16)
|
100% |
141
4.94 IPS |
|
|
Object Detection (I8)
|
52% |
326
11.4 IPS |
|
|
Face Detection (F32)
|
100% |
481
5.53 IPS |
|
|
Face Detection (F16)
|
100% |
496
5.70 IPS |
|
|
Face Detection (I8)
|
75% |
499
5.73 IPS |
|
|
Text Classification (F32)
|
100% |
386
152.8 IPS |
|
|
Text Classification (F16)
|
100% |
395
156.0 IPS |
|
|
Machine Translation (F32)
|
100% |
699
107.8 IPS |
|
|
Machine Translation (F16)
|
100% |
697
107.4 IPS |