| Upload Date | November 09 2021 10:29 AM |
| Views | 4 |
| 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% |
740
79.3 IPS |
|
|
Image Classification (F16)
|
100% |
1172
125.6 IPS |
|
|
Image Classification (I8)
|
80% |
1120
120.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
2845
17.6 IPS |
|
|
Image Segmentation (F16)
|
100% |
4847
29.9 IPS |
|
|
Image Segmentation (I8)
|
89% |
4965
30.7 IPS |
|
|
Pose Estimation (F32)
|
100% |
798
3.23 IPS |
|
|
Pose Estimation (F16)
|
100% |
2822
11.4 IPS |
|
|
Pose Estimation (I8)
|
80% |
2784
11.3 IPS |
|
|
Object Detection (F32)
|
100% |
571
20.0 IPS |
|
|
Object Detection (F16)
|
100% |
756
26.5 IPS |
|
|
Object Detection (I8)
|
54% |
717
25.2 IPS |
|
|
Face Detection (F32)
|
100% |
2115
24.3 IPS |
|
|
Face Detection (F16)
|
97% |
3109
35.7 IPS |
|
|
Face Detection (I8)
|
75% |
2815
32.3 IPS |
|
|
Text Classification (F32)
|
100% |
521
206.1 IPS |
|
|
Text Classification (F16)
|
98% |
653
258.2 IPS |
|
|
Machine Translation (F32)
|
100% |
687
105.8 IPS |
|
|
Machine Translation (F16)
|
100% |
688
106.0 IPS |