User | aaaaaaaaaa |
Upload Date | October 28 2021 11:00 AM |
Views | 4 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
136
14.6 IPS |
|
Image Classification (F16)
|
100% |
125
13.4 IPS |
|
Image Classification (I8)
|
81% |
202
21.6 IPS |
|
Image Segmentation (F32)
|
100% |
515
3.18 IPS |
|
Image Segmentation (F16)
|
100% |
319
1.97 IPS |
|
Image Segmentation (I8)
|
89% |
729
4.50 IPS |
|
Pose Estimation (F32)
|
100% |
259
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
244
0.99 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
148
5.20 IPS |
|
Object Detection (F16)
|
100% |
152
5.34 IPS |
|
Object Detection (I8)
|
52% |
298
10.4 IPS |
|
Face Detection (F32)
|
100% |
558
6.41 IPS |
|
Face Detection (F16)
|
100% |
549
6.31 IPS |
|
Face Detection (I8)
|
75% |
478
5.49 IPS |
|
Text Classification (F32)
|
100% |
453
179.2 IPS |
|
Text Classification (F16)
|
100% |
417
164.8 IPS |
|
Machine Translation (F32)
|
100% |
595
91.7 IPS |
|
Machine Translation (F16)
|
100% |
594
91.6 IPS |