User | edugas |
Upload Date | October 12 2022 05:20 AM |
Views | 3 |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
663
71.0 IPS |
|
Image Classification (F16)
|
100% |
5214
558.6 IPS |
|
Image Classification (I8)
|
79% |
8729
935.3 IPS |
|
Image Segmentation (F32)
|
100% |
993
6.13 IPS |
|
Image Segmentation (F16)
|
100% |
6134
37.9 IPS |
|
Image Segmentation (I8)
|
89% |
25404
156.9 IPS |
|
Pose Estimation (F32)
|
100% |
791
3.20 IPS |
|
Pose Estimation (F16)
|
80% |
4604
18.6 IPS |
|
Pose Estimation (I8)
|
80% |
11405
46.1 IPS |
|
Object Detection (F32)
|
100% |
611
21.5 IPS |
|
Object Detection (F16)
|
100% |
129
4.53 IPS |
|
Object Detection (I8)
|
50% |
1598
56.1 IPS |
|
Face Detection (F32)
|
100% |
1544
17.7 IPS |
|
Face Detection (F16)
|
100% |
568
6.52 IPS |
|
Face Detection (I8)
|
75% |
15324
176.1 IPS |
|
Text Classification (F32)
|
100% |
147
58.2 IPS |
|
Text Classification (F16)
|
100% |
1080
427.2 IPS |
|
Machine Translation (F32)
|
100% |
585
90.2 IPS |
|
Machine Translation (F16)
|
100% |
582
89.7 IPS |