User | M91 |
Upload Date | October 17 2024 11:02 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 8a |
Model ID | Google Pixel 8a |
Motherboard | akita |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 9 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores @ 1.70 GHz |
Cluster 2 | 4 Cores @ 2.37 GHz |
Cluster 3 | 1 Core @ 2.91 GHz |
Memory Information | |
---|---|
Size | 7.42 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
959
178.4 IPS |
|
Image Classification (HP)
|
100% |
624
116.0 IPS |
|
Image Classification (Q)
|
100% |
2573
478.4 IPS |
|
Image Segmentation (SP)
|
100% |
680
11.0 IPS |
|
Image Segmentation (HP)
|
100% |
680
11.0 IPS |
|
Image Segmentation (Q)
|
98% |
2607
42.4 IPS |
|
Pose Estimation (SP)
|
100% |
2410
2.81 IPS |
|
Pose Estimation (HP)
|
100% |
2843
3.32 IPS |
|
Pose Estimation (Q)
|
84% |
6324
7.50 IPS |
|
Object Detection (SP)
|
98% |
584
46.4 IPS |
|
Object Detection (HP)
|
98% |
554
44.1 IPS |
|
Object Detection (Q)
|
83% |
926
74.8 IPS |
|
Face Detection (SP)
|
100% |
1035
12.3 IPS |
|
Face Detection (HP)
|
100% |
1022
12.1 IPS |
|
Face Detection (Q)
|
95% |
1987
23.7 IPS |
|
Depth Estimation (SP)
|
99% |
1349
10.4 IPS |
|
Depth Estimation (HP)
|
99% |
2096
16.2 IPS |
|
Depth Estimation (Q)
|
64% |
1840
16.9 IPS |
|
Style Transfer (SP)
|
89% |
5062
6.57 IPS |
|
Style Transfer (HP)
|
89% |
5046
6.55 IPS |
|
Style Transfer (Q)
|
98% |
4623
5.96 IPS |
|
Image Super-Resolution (SP)
|
100% |
591
21.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
569
21.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
2286
84.7 IPS |
|
Text Classification (SP)
|
100% |
453
605.2 IPS |
|
Text Classification (HP)
|
99% |
449
599.5 IPS |
|
Text Classification (Q)
|
88% |
450
606.3 IPS |
|
Machine Translation (SP)
|
100% |
564
9.72 IPS |
|
Machine Translation (HP)
|
100% |
952
16.4 IPS |
|
Machine Translation (Q)
|
50% |
468
16.6 IPS |