| Upload Date | January 05 2023 11:56 PM |
| Views | 5 |
| 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 | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
744
79.8 IPS |
|
|
Image Classification (F16)
|
100% |
1201
128.7 IPS |
|
|
Image Classification (I8)
|
80% |
1042
111.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
2907
18.0 IPS |
|
|
Image Segmentation (F16)
|
100% |
5147
31.8 IPS |
|
|
Image Segmentation (I8)
|
89% |
4668
28.8 IPS |
|
|
Pose Estimation (F32)
|
100% |
854
3.46 IPS |
|
|
Pose Estimation (F16)
|
100% |
2778
11.2 IPS |
|
|
Pose Estimation (I8)
|
80% |
2801
11.3 IPS |
|
|
Object Detection (F32)
|
100% |
606
21.3 IPS |
|
|
Object Detection (F16)
|
100% |
823
28.9 IPS |
|
|
Object Detection (I8)
|
54% |
821
28.8 IPS |
|
|
Face Detection (F32)
|
100% |
1944
22.3 IPS |
|
|
Face Detection (F16)
|
97% |
2851
32.8 IPS |
|
|
Face Detection (I8)
|
75% |
2506
28.8 IPS |
|
|
Text Classification (F32)
|
100% |
472
186.5 IPS |
|
|
Text Classification (F16)
|
98% |
696
275.2 IPS |
|
|
Machine Translation (F32)
|
100% |
684
105.4 IPS |
|
|
Machine Translation (F16)
|
100% |
681
105.0 IPS |