Upload Date | November 01 2021 05:11 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
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 | 11.21 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
849
91.0 IPS |
|
Image Classification (F16)
|
100% |
1094
117.2 IPS |
|
Image Classification (I8)
|
80% |
1071
114.8 IPS |
|
Image Segmentation (F32)
|
100% |
2737
16.9 IPS |
|
Image Segmentation (F16)
|
100% |
4808
29.7 IPS |
|
Image Segmentation (I8)
|
89% |
4704
29.1 IPS |
|
Pose Estimation (F32)
|
100% |
806
3.26 IPS |
|
Pose Estimation (F16)
|
100% |
2796
11.3 IPS |
|
Pose Estimation (I8)
|
80% |
2810
11.4 IPS |
|
Object Detection (F32)
|
100% |
543
19.1 IPS |
|
Object Detection (F16)
|
100% |
743
26.1 IPS |
|
Object Detection (I8)
|
54% |
737
25.9 IPS |
|
Face Detection (F32)
|
100% |
2088
24.0 IPS |
|
Face Detection (F16)
|
97% |
3173
36.4 IPS |
|
Face Detection (I8)
|
75% |
2809
32.3 IPS |
|
Text Classification (F32)
|
100% |
560
221.4 IPS |
|
Text Classification (F16)
|
98% |
615
243.1 IPS |
|
Machine Translation (F32)
|
100% |
687
105.9 IPS |
|
Machine Translation (F16)
|
100% |
686
105.7 IPS |