User | M91 |
Upload Date | September 05 2024 12:03 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
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% |
348
64.7 IPS |
|
Image Classification (HP)
|
100% |
381
70.8 IPS |
|
Image Classification (Q)
|
97% |
329
61.4 IPS |
|
Image Segmentation (SP)
|
100% |
872
14.1 IPS |
|
Image Segmentation (HP)
|
100% |
1015
16.5 IPS |
|
Image Segmentation (Q)
|
98% |
960
15.6 IPS |
|
Pose Estimation (SP)
|
100% |
478
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
666
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
661
0.77 IPS |
|
Object Detection (SP)
|
100% |
265
21.1 IPS |
|
Object Detection (HP)
|
100% |
309
24.5 IPS |
|
Object Detection (Q)
|
92% |
308
24.6 IPS |
|
Face Detection (SP)
|
100% |
1386
16.5 IPS |
|
Face Detection (HP)
|
100% |
1416
16.8 IPS |
|
Face Detection (Q)
|
97% |
1295
15.4 IPS |
|
Depth Estimation (SP)
|
100% |
912
7.03 IPS |
|
Depth Estimation (HP)
|
99% |
1088
8.38 IPS |
|
Depth Estimation (Q)
|
72% |
1016
8.41 IPS |
|
Style Transfer (SP)
|
100% |
2520
3.24 IPS |
|
Style Transfer (HP)
|
100% |
3315
4.26 IPS |
|
Style Transfer (Q)
|
98% |
3289
4.24 IPS |
|
Image Super-Resolution (SP)
|
100% |
457
16.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
539
19.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
537
19.9 IPS |
|
Text Classification (SP)
|
100% |
373
497.4 IPS |
|
Text Classification (HP)
|
100% |
381
508.0 IPS |
|
Text Classification (Q)
|
91% |
576
774.1 IPS |
|
Machine Translation (SP)
|
100% |
550
9.48 IPS |
|
Machine Translation (HP)
|
100% |
542
9.34 IPS |
|
Machine Translation (Q)
|
57% |
358
8.76 IPS |