| Upload Date | February 28 2023 02:42 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% |
115
12.3 IPS |
|
|
Image Classification (F16)
|
100% |
112
11.9 IPS |
|
|
Image Classification (I8)
|
81% |
228
24.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
352
2.17 IPS |
|
|
Image Segmentation (F16)
|
100% |
331
2.04 IPS |
|
|
Image Segmentation (I8)
|
89% |
713
4.40 IPS |
|
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
|
Pose Estimation (F16)
|
100% |
252
1.02 IPS |
|
|
Pose Estimation (I8)
|
80% |
235
0.95 IPS |
|
|
Object Detection (F32)
|
100% |
142
4.99 IPS |
|
|
Object Detection (F16)
|
100% |
145
5.10 IPS |
|
|
Object Detection (I8)
|
52% |
316
11.1 IPS |
|
|
Face Detection (F32)
|
100% |
490
5.62 IPS |
|
|
Face Detection (F16)
|
100% |
467
5.36 IPS |
|
|
Face Detection (I8)
|
75% |
494
5.68 IPS |
|
|
Text Classification (F32)
|
100% |
372
147.2 IPS |
|
|
Text Classification (F16)
|
100% |
369
146.0 IPS |
|
|
Machine Translation (F32)
|
100% |
681
104.9 IPS |
|
|
Machine Translation (F16)
|
100% |
678
104.5 IPS |