User | sturn42 |
Upload Date | February 18 2023 01:05 PM |
Views | 1 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
663
71.0 IPS |
|
Image Classification (F16)
|
100% |
1227
131.4 IPS |
|
Image Classification (I8)
|
80% |
1093
117.1 IPS |
|
Image Segmentation (F32)
|
100% |
2904
17.9 IPS |
|
Image Segmentation (F16)
|
100% |
5084
31.4 IPS |
|
Image Segmentation (I8)
|
89% |
4495
27.8 IPS |
|
Pose Estimation (F32)
|
100% |
848
3.43 IPS |
|
Pose Estimation (F16)
|
100% |
2838
11.5 IPS |
|
Pose Estimation (I8)
|
80% |
2787
11.3 IPS |
|
Object Detection (F32)
|
100% |
565
19.8 IPS |
|
Object Detection (F16)
|
100% |
802
28.2 IPS |
|
Object Detection (I8)
|
54% |
824
28.9 IPS |
|
Face Detection (F32)
|
100% |
1949
22.4 IPS |
|
Face Detection (F16)
|
97% |
2959
34.0 IPS |
|
Face Detection (I8)
|
75% |
2532
29.1 IPS |
|
Text Classification (F32)
|
100% |
484
191.4 IPS |
|
Text Classification (F16)
|
98% |
716
283.4 IPS |
|
Machine Translation (F32)
|
100% |
696
107.2 IPS |
|
Machine Translation (F16)
|
100% |
697
107.4 IPS |