| Upload Date | December 08 2022 01:59 PM |
| Views | 2 |
| 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% |
113
12.1 IPS |
|
|
Image Classification (F16)
|
100% |
109
11.7 IPS |
|
|
Image Classification (I8)
|
81% |
224
24.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
348
2.15 IPS |
|
|
Image Segmentation (F16)
|
100% |
366
2.26 IPS |
|
|
Image Segmentation (I8)
|
89% |
667
4.12 IPS |
|
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
|
Pose Estimation (F16)
|
100% |
276
1.12 IPS |
|
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
|
Object Detection (F32)
|
100% |
136
4.77 IPS |
|
|
Object Detection (F16)
|
100% |
162
5.70 IPS |
|
|
Object Detection (I8)
|
52% |
318
11.2 IPS |
|
|
Face Detection (F32)
|
100% |
452
5.19 IPS |
|
|
Face Detection (F16)
|
100% |
463
5.32 IPS |
|
|
Face Detection (I8)
|
75% |
502
5.76 IPS |
|
|
Text Classification (F32)
|
100% |
392
155.2 IPS |
|
|
Text Classification (F16)
|
100% |
374
147.7 IPS |
|
|
Machine Translation (F32)
|
100% |
693
106.8 IPS |
|
|
Machine Translation (F16)
|
100% |
694
106.9 IPS |