| Upload Date | October 30 2021 07:00 AM |
| Views | 3 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| 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 | 11.21 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
129
13.8 IPS |
|
|
Image Classification (F16)
|
100% |
105
11.2 IPS |
|
|
Image Classification (I8)
|
81% |
218
23.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
525
3.24 IPS |
|
|
Image Segmentation (F16)
|
100% |
272
1.68 IPS |
|
|
Image Segmentation (I8)
|
89% |
679
4.19 IPS |
|
|
Pose Estimation (F32)
|
100% |
273
1.10 IPS |
|
|
Pose Estimation (F16)
|
100% |
255
1.03 IPS |
|
|
Pose Estimation (I8)
|
80% |
248
1.00 IPS |
|
|
Object Detection (F32)
|
100% |
142
4.98 IPS |
|
|
Object Detection (F16)
|
100% |
130
4.57 IPS |
|
|
Object Detection (I8)
|
52% |
278
9.76 IPS |
|
|
Face Detection (F32)
|
100% |
582
6.69 IPS |
|
|
Face Detection (F16)
|
100% |
569
6.54 IPS |
|
|
Face Detection (I8)
|
75% |
478
5.49 IPS |
|
|
Text Classification (F32)
|
100% |
386
152.9 IPS |
|
|
Text Classification (F16)
|
100% |
419
165.9 IPS |
|
|
Machine Translation (F32)
|
100% |
641
98.8 IPS |
|
|
Machine Translation (F16)
|
100% |
642
98.9 IPS |