| User | safarmer |
| Upload Date | October 28 2021 12:32 PM |
| Views | 8 |
| 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 | NNAPI |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
679
72.8 IPS |
|
|
Image Classification (F16)
|
100% |
5519
591.4 IPS |
|
|
Image Classification (I8)
|
79% |
10238
1.10 KIPS |
|
|
Image Segmentation (F32)
|
100% |
1168
7.21 IPS |
|
|
Image Segmentation (F16)
|
100% |
258
1.60 IPS |
|
|
Image Segmentation (I8)
|
89% |
26089
161.1 IPS |
|
|
Pose Estimation (F32)
|
100% |
774
3.13 IPS |
|
|
Pose Estimation (F16)
|
80% |
5353
21.7 IPS |
|
|
Pose Estimation (I8)
|
80% |
13311
53.9 IPS |
|
|
Object Detection (F32)
|
100% |
600
21.0 IPS |
|
|
Object Detection (F16)
|
100% |
1597
56.0 IPS |
|
|
Object Detection (I8)
|
50% |
1805
63.3 IPS |
|
|
Face Detection (F32)
|
100% |
1686
19.4 IPS |
|
|
Face Detection (F16)
|
97% |
5912
67.9 IPS |
|
|
Face Detection (I8)
|
75% |
16496
189.5 IPS |
|
|
Text Classification (F32)
|
100% |
226
89.3 IPS |
|
|
Text Classification (F16)
|
100% |
83
32.8 IPS |
|
|
Machine Translation (F32)
|
100% |
685
105.6 IPS |
|
|
Machine Translation (F16)
|
100% |
683
105.3 IPS |