Upload Date | April 13 2025 01:30 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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 | 7.38 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
355
65.9 IPS |
|
Image Classification (HP)
|
100% |
384
71.5 IPS |
|
Image Classification (Q)
|
99% |
232
43.2 IPS |
|
Image Segmentation (SP)
|
100% |
914
14.8 IPS |
|
Image Segmentation (HP)
|
100% |
1063
17.2 IPS |
|
Image Segmentation (Q)
|
98% |
963
15.7 IPS |
|
Pose Estimation (SP)
|
100% |
478
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
669
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
667
0.78 IPS |
|
Object Detection (SP)
|
100% |
324
25.7 IPS |
|
Object Detection (HP)
|
100% |
403
32.0 IPS |
|
Object Detection (Q)
|
83% |
423
34.2 IPS |
|
Face Detection (SP)
|
100% |
1270
15.1 IPS |
|
Face Detection (HP)
|
100% |
1439
17.1 IPS |
|
Face Detection (Q)
|
97% |
1342
16.0 IPS |
|
Depth Estimation (SP)
|
100% |
908
6.99 IPS |
|
Depth Estimation (HP)
|
99% |
1117
8.61 IPS |
|
Depth Estimation (Q)
|
62% |
893
8.45 IPS |
|
Style Transfer (SP)
|
100% |
2520
3.24 IPS |
|
Style Transfer (HP)
|
100% |
3329
4.28 IPS |
|
Style Transfer (Q)
|
98% |
3279
4.23 IPS |
|
Image Super-Resolution (SP)
|
100% |
488
18.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
583
21.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
555
20.6 IPS |
|
Text Classification (SP)
|
100% |
170
226.3 IPS |
|
Text Classification (HP)
|
100% |
166
222.0 IPS |
|
Text Classification (Q)
|
91% |
248
333.8 IPS |
|
Machine Translation (SP)
|
100% |
546
9.41 IPS |
|
Machine Translation (HP)
|
100% |
520
8.95 IPS |
|
Machine Translation (Q)
|
57% |
265
6.47 IPS |