| Upload Date | March 20 2023 10:03 AM |
| Views | 2 |
| 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 | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
126
13.5 IPS |
|
|
Image Classification (F16)
|
100% |
115
12.3 IPS |
|
|
Image Classification (I8)
|
81% |
222
23.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
341
2.11 IPS |
|
|
Image Segmentation (F16)
|
100% |
376
2.33 IPS |
|
|
Image Segmentation (I8)
|
89% |
681
4.21 IPS |
|
|
Pose Estimation (F32)
|
100% |
262
1.06 IPS |
|
|
Pose Estimation (F16)
|
100% |
257
1.04 IPS |
|
|
Pose Estimation (I8)
|
80% |
234
0.95 IPS |
|
|
Object Detection (F32)
|
100% |
144
5.06 IPS |
|
|
Object Detection (F16)
|
100% |
136
4.78 IPS |
|
|
Object Detection (I8)
|
52% |
324
11.4 IPS |
|
|
Face Detection (F32)
|
100% |
469
5.38 IPS |
|
|
Face Detection (F16)
|
100% |
480
5.51 IPS |
|
|
Face Detection (I8)
|
75% |
507
5.83 IPS |
|
|
Text Classification (F32)
|
100% |
446
176.2 IPS |
|
|
Text Classification (F16)
|
100% |
406
160.5 IPS |
|
|
Machine Translation (F32)
|
100% |
683
105.2 IPS |
|
|
Machine Translation (F16)
|
100% |
676
104.3 IPS |