Upload Date | October 15 2022 02:24 PM |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
689
73.9 IPS |
|
Image Classification (F16)
|
100% |
5200
557.2 IPS |
|
Image Classification (I8)
|
79% |
8679
929.9 IPS |
|
Image Segmentation (F32)
|
100% |
1071
6.62 IPS |
|
Image Segmentation (F16)
|
100% |
6276
38.8 IPS |
|
Image Segmentation (I8)
|
89% |
25527
157.7 IPS |
|
Pose Estimation (F32)
|
100% |
825
3.34 IPS |
|
Pose Estimation (F16)
|
80% |
4589
18.6 IPS |
|
Pose Estimation (I8)
|
80% |
11382
46.1 IPS |
|
Object Detection (F32)
|
100% |
578
20.3 IPS |
|
Object Detection (F16)
|
100% |
97
3.39 IPS |
|
Object Detection (I8)
|
50% |
1663
58.4 IPS |
|
Face Detection (F32)
|
100% |
1429
16.4 IPS |
|
Face Detection (F16)
|
100% |
587
6.75 IPS |
|
Face Detection (I8)
|
75% |
15293
175.7 IPS |
|
Text Classification (F32)
|
100% |
169
66.9 IPS |
|
Text Classification (F16)
|
100% |
1090
431.0 IPS |
|
Machine Translation (F32)
|
100% |
644
99.2 IPS |
|
Machine Translation (F16)
|
100% |
644
99.3 IPS |