| Upload Date | October 17 2022 03:59 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 | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
525
56.2 IPS |
|
|
Image Classification (F16)
|
100% |
769
82.3 IPS |
|
|
Image Classification (I8)
|
81% |
646
69.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
2005
12.4 IPS |
|
|
Image Segmentation (F16)
|
100% |
3640
22.5 IPS |
|
|
Image Segmentation (I8)
|
89% |
3361
20.8 IPS |
|
|
Pose Estimation (F32)
|
100% |
720
2.91 IPS |
|
|
Pose Estimation (F16)
|
0% |
2133
8.63 IPS |
|
|
Pose Estimation (I8)
|
0% |
1670
6.76 IPS |
|
|
Object Detection (F32)
|
100% |
432
15.1 IPS |
|
|
Object Detection (F16)
|
99% |
575
20.2 IPS |
|
|
Object Detection (I8)
|
54% |
557
19.5 IPS |
|
|
Face Detection (F32)
|
100% |
1353
15.5 IPS |
|
|
Face Detection (F16)
|
97% |
2263
26.0 IPS |
|
|
Face Detection (I8)
|
75% |
2168
24.9 IPS |
|
|
Text Classification (F32)
|
100% |
315
124.8 IPS |
|
|
Text Classification (F16)
|
46% |
306
121.0 IPS |
|
|
Machine Translation (F32)
|
100% |
687
105.8 IPS |
|
|
Machine Translation (F16)
|
100% |
689
106.2 IPS |