Upload Date | October 29 2021 10:57 PM |
Views | 2 |
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 |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
820
87.8 IPS |
|
Image Classification (F16)
|
100% |
1118
119.8 IPS |
|
Image Classification (I8)
|
80% |
1153
123.5 IPS |
|
Image Segmentation (F32)
|
100% |
2794
17.3 IPS |
|
Image Segmentation (F16)
|
100% |
4881
30.2 IPS |
|
Image Segmentation (I8)
|
89% |
5100
31.5 IPS |
|
Pose Estimation (F32)
|
100% |
807
3.27 IPS |
|
Pose Estimation (F16)
|
100% |
2814
11.4 IPS |
|
Pose Estimation (I8)
|
80% |
2845
11.5 IPS |
|
Object Detection (F32)
|
100% |
547
19.2 IPS |
|
Object Detection (F16)
|
100% |
774
27.2 IPS |
|
Object Detection (I8)
|
54% |
732
25.7 IPS |
|
Face Detection (F32)
|
100% |
2164
24.9 IPS |
|
Face Detection (F16)
|
97% |
3081
35.4 IPS |
|
Face Detection (I8)
|
75% |
2907
33.4 IPS |
|
Text Classification (F32)
|
100% |
552
218.5 IPS |
|
Text Classification (F16)
|
98% |
649
256.8 IPS |
|
Machine Translation (F32)
|
100% |
683
105.3 IPS |
|
Machine Translation (F16)
|
100% |
679
104.7 IPS |