| User | gamerxtx |
| Upload Date | July 06 2023 09:05 PM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | Google Pixel 7 Pro |
| Model ID | Google Pixel 7 Pro |
| Motherboard | cheetah |
| 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 @ 2.35 GHz |
| Cluster 3 | 2 Cores @ 2.85 GHz |
| Memory Information | |
|---|---|
| Size | 11.15 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
208
22.3 IPS |
|
|
Image Classification (F16)
|
100% |
171
18.3 IPS |
|
|
Image Classification (I8)
|
81% |
255
27.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
518
3.20 IPS |
|
|
Image Segmentation (F16)
|
100% |
535
3.31 IPS |
|
|
Image Segmentation (I8)
|
89% |
773
4.78 IPS |
|
|
Pose Estimation (F32)
|
100% |
301
1.22 IPS |
|
|
Pose Estimation (F16)
|
100% |
305
1.24 IPS |
|
|
Pose Estimation (I8)
|
80% |
243
0.98 IPS |
|
|
Object Detection (F32)
|
100% |
182
6.37 IPS |
|
|
Object Detection (F16)
|
100% |
213
7.47 IPS |
|
|
Object Detection (I8)
|
52% |
333
11.7 IPS |
|
|
Face Detection (F32)
|
100% |
583
6.70 IPS |
|
|
Face Detection (F16)
|
100% |
575
6.60 IPS |
|
|
Face Detection (I8)
|
75% |
551
6.33 IPS |
|
|
Text Classification (F32)
|
100% |
906
358.3 IPS |
|
|
Text Classification (F16)
|
100% |
898
355.3 IPS |
|
|
Machine Translation (F32)
|
100% |
683
105.2 IPS |
|
|
Machine Translation (F16)
|
100% |
680
104.8 IPS |