Upload Date | October 20 2022 07:45 AM |
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% |
727
77.9 IPS |
|
Image Classification (F16)
|
100% |
1133
121.4 IPS |
|
Image Classification (I8)
|
80% |
873
93.5 IPS |
|
Image Segmentation (F32)
|
100% |
2929
18.1 IPS |
|
Image Segmentation (F16)
|
100% |
4958
30.6 IPS |
|
Image Segmentation (I8)
|
89% |
4850
30.0 IPS |
|
Pose Estimation (F32)
|
100% |
844
3.41 IPS |
|
Pose Estimation (F16)
|
100% |
2794
11.3 IPS |
|
Pose Estimation (I8)
|
80% |
2794
11.3 IPS |
|
Object Detection (F32)
|
100% |
570
20.0 IPS |
|
Object Detection (F16)
|
100% |
835
29.3 IPS |
|
Object Detection (I8)
|
54% |
879
30.8 IPS |
|
Face Detection (F32)
|
100% |
1951
22.4 IPS |
|
Face Detection (F16)
|
97% |
2881
33.1 IPS |
|
Face Detection (I8)
|
75% |
2490
28.6 IPS |
|
Text Classification (F32)
|
100% |
508
201.0 IPS |
|
Text Classification (F16)
|
98% |
645
255.2 IPS |
|
Machine Translation (F32)
|
100% |
685
105.6 IPS |
|
Machine Translation (F16)
|
100% |
690
106.3 IPS |