User | M91 |
Upload Date | April 01 2025 01:54 AM |
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% |
389
72.4 IPS |
|
Image Classification (HP)
|
100% |
425
79.1 IPS |
|
Image Classification (Q)
|
99% |
394
73.4 IPS |
|
Image Segmentation (SP)
|
100% |
958
15.5 IPS |
|
Image Segmentation (HP)
|
100% |
1079
17.5 IPS |
|
Image Segmentation (Q)
|
98% |
967
15.7 IPS |
|
Pose Estimation (SP)
|
100% |
480
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
671
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
666
0.78 IPS |
|
Object Detection (SP)
|
100% |
367
29.1 IPS |
|
Object Detection (HP)
|
100% |
468
37.1 IPS |
|
Object Detection (Q)
|
83% |
482
39.0 IPS |
|
Face Detection (SP)
|
100% |
1444
17.2 IPS |
|
Face Detection (HP)
|
100% |
1609
19.1 IPS |
|
Face Detection (Q)
|
97% |
1307
15.6 IPS |
|
Depth Estimation (SP)
|
100% |
911
7.02 IPS |
|
Depth Estimation (HP)
|
99% |
1135
8.75 IPS |
|
Depth Estimation (Q)
|
62% |
910
8.61 IPS |
|
Style Transfer (SP)
|
100% |
2531
3.25 IPS |
|
Style Transfer (HP)
|
100% |
3372
4.33 IPS |
|
Style Transfer (Q)
|
98% |
3317
4.28 IPS |
|
Image Super-Resolution (SP)
|
100% |
509
18.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
611
22.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
577
21.4 IPS |
|
Text Classification (SP)
|
100% |
167
222.4 IPS |
|
Text Classification (HP)
|
100% |
168
223.7 IPS |
|
Text Classification (Q)
|
91% |
249
334.9 IPS |
|
Machine Translation (SP)
|
100% |
223
3.85 IPS |
|
Machine Translation (HP)
|
100% |
228
3.92 IPS |
|
Machine Translation (Q)
|
57% |
153
3.75 IPS |