| Upload Date | October 15 2022 07:39 AM |
| Views | 14 |
| 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 | NNAPI |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
490
52.5 IPS |
|
|
Image Classification (F16)
|
100% |
7129
763.8 IPS |
|
|
Image Classification (I8)
|
79% |
10926
1.17 KIPS |
|
|
Image Segmentation (F32)
|
100% |
605
3.74 IPS |
|
|
Image Segmentation (F16)
|
96% |
11887
73.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
34033
210.2 IPS |
|
|
Pose Estimation (F32)
|
100% |
454
1.84 IPS |
|
|
Pose Estimation (F16)
|
100% |
5799
23.5 IPS |
|
|
Pose Estimation (I8)
|
80% |
13450
54.4 IPS |
|
|
Object Detection (F32)
|
100% |
410
14.4 IPS |
|
|
Object Detection (F16)
|
100% |
1583
55.6 IPS |
|
|
Object Detection (I8)
|
50% |
1857
65.2 IPS |
|
|
Face Detection (F32)
|
100% |
763
8.77 IPS |
|
|
Face Detection (F16)
|
98% |
11916
136.9 IPS |
|
|
Face Detection (I8)
|
75% |
24223
278.3 IPS |
|
|
Text Classification (F32)
|
100% |
71
28.0 IPS |
|
|
Text Classification (F16)
|
100% |
1287
509.2 IPS |
|
|
Machine Translation (F32)
|
100% |
694
107.0 IPS |
|
|
Machine Translation (F16)
|
100% |
692
106.7 IPS |