| Upload Date | October 23 2022 11:05 AM |
| Views | 4 |
| 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% |
485
51.9 IPS |
|
|
Image Classification (F16)
|
100% |
6775
725.9 IPS |
|
|
Image Classification (I8)
|
79% |
11147
1.19 KIPS |
|
|
Image Segmentation (F32)
|
100% |
593
3.66 IPS |
|
|
Image Segmentation (F16)
|
96% |
11192
69.1 IPS |
|
|
Image Segmentation (I8)
|
89% |
33690
208.1 IPS |
|
|
Pose Estimation (F32)
|
100% |
454
1.84 IPS |
|
|
Pose Estimation (F16)
|
100% |
5858
23.7 IPS |
|
|
Pose Estimation (I8)
|
80% |
13260
53.7 IPS |
|
|
Object Detection (F32)
|
100% |
400
14.0 IPS |
|
|
Object Detection (F16)
|
100% |
1626
57.1 IPS |
|
|
Object Detection (I8)
|
50% |
1867
65.5 IPS |
|
|
Face Detection (F32)
|
100% |
820
9.42 IPS |
|
|
Face Detection (F16)
|
98% |
13108
150.6 IPS |
|
|
Face Detection (I8)
|
75% |
24354
279.8 IPS |
|
|
Text Classification (F32)
|
100% |
70
27.6 IPS |
|
|
Text Classification (F16)
|
100% |
1282
507.0 IPS |
|
|
Machine Translation (F32)
|
100% |
688
106.1 IPS |
|
|
Machine Translation (F16)
|
100% |
690
106.4 IPS |