User | nwisecup |
Upload Date | November 01 2021 02:04 AM |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
715
76.6 IPS |
|
Image Classification (F16)
|
100% |
5562
595.9 IPS |
|
Image Classification (I8)
|
79% |
9844
1.05 KIPS |
|
Image Segmentation (F32)
|
100% |
1185
7.32 IPS |
|
Image Segmentation (F16)
|
100% |
259
1.60 IPS |
|
Image Segmentation (I8)
|
89% |
25631
158.3 IPS |
|
Pose Estimation (F32)
|
100% |
710
2.87 IPS |
|
Pose Estimation (F16)
|
80% |
5403
21.9 IPS |
|
Pose Estimation (I8)
|
80% |
13423
54.3 IPS |
|
Object Detection (F32)
|
100% |
596
20.9 IPS |
|
Object Detection (F16)
|
100% |
1571
55.1 IPS |
|
Object Detection (I8)
|
50% |
1823
64.0 IPS |
|
Face Detection (F32)
|
100% |
1704
19.6 IPS |
|
Face Detection (F16)
|
97% |
5657
65.0 IPS |
|
Face Detection (I8)
|
75% |
16924
194.4 IPS |
|
Text Classification (F32)
|
100% |
163
64.4 IPS |
|
Text Classification (F16)
|
100% |
84
33.1 IPS |
|
Machine Translation (F32)
|
100% |
686
105.7 IPS |
|
Machine Translation (F16)
|
100% |
707
108.9 IPS |