| Upload Date | October 19 2022 02:23 AM |
| Views | 3 |
| 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% |
122
13.1 IPS |
|
|
Image Classification (F16)
|
100% |
97
10.4 IPS |
|
|
Image Classification (I8)
|
81% |
258
27.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
346
2.14 IPS |
|
|
Image Segmentation (F16)
|
100% |
334
2.06 IPS |
|
|
Image Segmentation (I8)
|
89% |
919
5.68 IPS |
|
|
Pose Estimation (F32)
|
100% |
295
1.20 IPS |
|
|
Pose Estimation (F16)
|
100% |
278
1.12 IPS |
|
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
|
Object Detection (F32)
|
100% |
139
4.88 IPS |
|
|
Object Detection (F16)
|
100% |
146
5.13 IPS |
|
|
Object Detection (I8)
|
52% |
309
10.8 IPS |
|
|
Face Detection (F32)
|
100% |
454
5.22 IPS |
|
|
Face Detection (F16)
|
100% |
444
5.10 IPS |
|
|
Face Detection (I8)
|
75% |
594
6.82 IPS |
|
|
Text Classification (F32)
|
100% |
361
142.6 IPS |
|
|
Text Classification (F16)
|
100% |
419
165.8 IPS |
|
|
Machine Translation (F32)
|
100% |
691
106.5 IPS |
|
|
Machine Translation (F16)
|
100% |
688
106.1 IPS |