| Upload Date | November 09 2021 01:49 AM |
| Views | 2 |
| 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 | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
798
85.5 IPS |
|
|
Image Classification (F16)
|
100% |
1399
149.8 IPS |
|
|
Image Classification (I8)
|
80% |
1352
144.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
2603
16.1 IPS |
|
|
Image Segmentation (F16)
|
100% |
4611
28.5 IPS |
|
|
Image Segmentation (I8)
|
89% |
4582
28.3 IPS |
|
|
Pose Estimation (F32)
|
100% |
774
3.13 IPS |
|
|
Pose Estimation (F16)
|
100% |
2726
11.0 IPS |
|
|
Pose Estimation (I8)
|
80% |
2739
11.1 IPS |
|
|
Object Detection (F32)
|
100% |
524
18.4 IPS |
|
|
Object Detection (F16)
|
100% |
800
28.1 IPS |
|
|
Object Detection (I8)
|
54% |
822
28.8 IPS |
|
|
Face Detection (F32)
|
100% |
2187
25.1 IPS |
|
|
Face Detection (F16)
|
97% |
3524
40.5 IPS |
|
|
Face Detection (I8)
|
75% |
3334
38.3 IPS |
|
|
Text Classification (F32)
|
100% |
625
247.4 IPS |
|
|
Text Classification (F16)
|
98% |
824
326.0 IPS |
|
|
Machine Translation (F32)
|
100% |
656
101.2 IPS |
|
|
Machine Translation (F16)
|
100% |
660
101.7 IPS |