User | M91 |
Upload Date | March 25 2025 10:44 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% |
360
67.0 IPS |
|
Image Classification (HP)
|
100% |
401
74.6 IPS |
|
Image Classification (Q)
|
99% |
264
49.3 IPS |
|
Image Segmentation (SP)
|
100% |
891
14.4 IPS |
|
Image Segmentation (HP)
|
100% |
1069
17.3 IPS |
|
Image Segmentation (Q)
|
98% |
968
15.7 IPS |
|
Pose Estimation (SP)
|
100% |
479
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
672
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
663
0.78 IPS |
|
Object Detection (SP)
|
100% |
320
25.4 IPS |
|
Object Detection (HP)
|
100% |
406
32.2 IPS |
|
Object Detection (Q)
|
83% |
435
35.2 IPS |
|
Face Detection (SP)
|
100% |
1259
15.0 IPS |
|
Face Detection (HP)
|
100% |
1370
16.3 IPS |
|
Face Detection (Q)
|
97% |
1381
16.5 IPS |
|
Depth Estimation (SP)
|
100% |
909
7.00 IPS |
|
Depth Estimation (HP)
|
99% |
1123
8.65 IPS |
|
Depth Estimation (Q)
|
62% |
902
8.54 IPS |
|
Style Transfer (SP)
|
100% |
2519
3.24 IPS |
|
Style Transfer (HP)
|
100% |
3361
4.32 IPS |
|
Style Transfer (Q)
|
98% |
3298
4.25 IPS |
|
Image Super-Resolution (SP)
|
100% |
487
18.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
586
21.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
553
20.5 IPS |
|
Text Classification (SP)
|
100% |
128
171.4 IPS |
|
Text Classification (HP)
|
100% |
141
188.6 IPS |
|
Text Classification (Q)
|
91% |
248
333.3 IPS |
|
Machine Translation (SP)
|
100% |
220
3.79 IPS |
|
Machine Translation (HP)
|
100% |
212
3.65 IPS |
|
Machine Translation (Q)
|
57% |
138
3.38 IPS |