User | septs |
Upload Date | December 26 2024 01:52 PM |
Views | 2 |
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% |
321
59.7 IPS |
|
Image Classification (HP)
|
100% |
400
74.4 IPS |
|
Image Classification (Q)
|
99% |
261
48.6 IPS |
|
Image Segmentation (SP)
|
100% |
896
14.5 IPS |
|
Image Segmentation (HP)
|
100% |
1081
17.5 IPS |
|
Image Segmentation (Q)
|
98% |
1007
16.4 IPS |
|
Pose Estimation (SP)
|
100% |
479
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
670
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
666
0.78 IPS |
|
Object Detection (SP)
|
100% |
321
25.5 IPS |
|
Object Detection (HP)
|
100% |
419
33.3 IPS |
|
Object Detection (Q)
|
83% |
448
36.3 IPS |
|
Face Detection (SP)
|
100% |
1309
15.6 IPS |
|
Face Detection (HP)
|
100% |
1375
16.3 IPS |
|
Face Detection (Q)
|
97% |
1223
14.6 IPS |
|
Depth Estimation (SP)
|
100% |
912
7.03 IPS |
|
Depth Estimation (HP)
|
99% |
1117
8.61 IPS |
|
Depth Estimation (Q)
|
62% |
902
8.54 IPS |
|
Style Transfer (SP)
|
100% |
2528
3.25 IPS |
|
Style Transfer (HP)
|
100% |
3336
4.29 IPS |
|
Style Transfer (Q)
|
98% |
3314
4.27 IPS |
|
Image Super-Resolution (SP)
|
100% |
500
18.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
590
21.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
569
21.1 IPS |
|
Text Classification (SP)
|
100% |
404
539.7 IPS |
|
Text Classification (HP)
|
100% |
404
539.6 IPS |
|
Text Classification (Q)
|
91% |
617
829.2 IPS |
|
Machine Translation (SP)
|
100% |
578
9.95 IPS |
|
Machine Translation (HP)
|
100% |
566
9.75 IPS |
|
Machine Translation (Q)
|
57% |
387
9.45 IPS |