| Upload Date | February 15 2023 05:43 AM |
| Views | 1 |
| 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% |
144
15.4 IPS |
|
|
Image Classification (F16)
|
100% |
146
15.6 IPS |
|
|
Image Classification (I8)
|
81% |
222
23.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
410
2.53 IPS |
|
|
Image Segmentation (F16)
|
100% |
393
2.43 IPS |
|
|
Image Segmentation (I8)
|
89% |
673
4.16 IPS |
|
|
Pose Estimation (F32)
|
100% |
162
0.66 IPS |
|
|
Pose Estimation (F16)
|
100% |
156
0.63 IPS |
|
|
Pose Estimation (I8)
|
80% |
177
0.72 IPS |
|
|
Object Detection (F32)
|
100% |
200
7.03 IPS |
|
|
Object Detection (F16)
|
100% |
202
7.08 IPS |
|
|
Object Detection (I8)
|
52% |
237
8.31 IPS |
|
|
Face Detection (F32)
|
100% |
352
4.05 IPS |
|
|
Face Detection (F16)
|
100% |
326
3.74 IPS |
|
|
Face Detection (I8)
|
75% |
267
3.07 IPS |
|
|
Text Classification (F32)
|
100% |
349
137.9 IPS |
|
|
Text Classification (F16)
|
100% |
315
124.7 IPS |
|
|
Machine Translation (F32)
|
100% |
484
74.6 IPS |
|
|
Machine Translation (F16)
|
100% |
481
74.1 IPS |