| Upload Date | November 07 2021 01:20 PM |
| Views | 6 |
| 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% |
153
16.4 IPS |
|
|
Image Classification (F16)
|
100% |
137
14.7 IPS |
|
|
Image Classification (I8)
|
81% |
232
24.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
380
2.34 IPS |
|
|
Image Segmentation (F16)
|
100% |
546
3.37 IPS |
|
|
Image Segmentation (I8)
|
89% |
645
3.98 IPS |
|
|
Pose Estimation (F32)
|
100% |
252
1.02 IPS |
|
|
Pose Estimation (F16)
|
100% |
250
1.01 IPS |
|
|
Pose Estimation (I8)
|
80% |
175
0.71 IPS |
|
|
Object Detection (F32)
|
100% |
189
6.63 IPS |
|
|
Object Detection (F16)
|
100% |
196
6.88 IPS |
|
|
Object Detection (I8)
|
52% |
287
10.1 IPS |
|
|
Face Detection (F32)
|
100% |
602
6.91 IPS |
|
|
Face Detection (F16)
|
100% |
582
6.69 IPS |
|
|
Face Detection (I8)
|
75% |
474
5.45 IPS |
|
|
Text Classification (F32)
|
100% |
395
156.2 IPS |
|
|
Text Classification (F16)
|
100% |
437
173.0 IPS |
|
|
Machine Translation (F32)
|
100% |
719
110.7 IPS |
|
|
Machine Translation (F16)
|
100% |
722
111.3 IPS |