User | Satta |
Upload Date | January 09 2023 02:53 PM |
Views | 13 |
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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
716
76.7 IPS |
|
Image Classification (F16)
|
100% |
5766
617.8 IPS |
|
Image Classification (I8)
|
79% |
9599
1.03 KIPS |
|
Image Segmentation (F32)
|
100% |
1067
6.59 IPS |
|
Image Segmentation (F16)
|
100% |
7088
43.8 IPS |
|
Image Segmentation (I8)
|
89% |
29678
183.3 IPS |
|
Pose Estimation (F32)
|
100% |
875
3.54 IPS |
|
Pose Estimation (F16)
|
80% |
5420
21.9 IPS |
|
Pose Estimation (I8)
|
80% |
13322
53.9 IPS |
|
Object Detection (F32)
|
100% |
610
21.4 IPS |
|
Object Detection (F16)
|
100% |
116
4.06 IPS |
|
Object Detection (I8)
|
50% |
1857
65.2 IPS |
|
Face Detection (F32)
|
100% |
1537
17.7 IPS |
|
Face Detection (F16)
|
100% |
512
5.89 IPS |
|
Face Detection (I8)
|
75% |
17379
199.7 IPS |
|
Text Classification (F32)
|
100% |
198
78.3 IPS |
|
Text Classification (F16)
|
100% |
1119
442.5 IPS |
|
Machine Translation (F32)
|
100% |
684
105.4 IPS |
|
Machine Translation (F16)
|
100% |
679
104.7 IPS |