User | M91 |
Upload Date | September 16 2024 11:42 AM |
Views | 2 |
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% |
357
66.4 IPS |
|
Image Classification (HP)
|
100% |
397
73.8 IPS |
|
Image Classification (Q)
|
99% |
339
63.3 IPS |
|
Image Segmentation (SP)
|
100% |
838
13.6 IPS |
|
Image Segmentation (HP)
|
100% |
994
16.1 IPS |
|
Image Segmentation (Q)
|
98% |
939
15.3 IPS |
|
Pose Estimation (SP)
|
100% |
479
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
665
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
661
0.77 IPS |
|
Object Detection (SP)
|
100% |
254
20.1 IPS |
|
Object Detection (HP)
|
100% |
304
24.1 IPS |
|
Object Detection (Q)
|
83% |
321
26.0 IPS |
|
Face Detection (SP)
|
100% |
1197
14.2 IPS |
|
Face Detection (HP)
|
100% |
1372
16.3 IPS |
|
Face Detection (Q)
|
97% |
1280
15.3 IPS |
|
Depth Estimation (SP)
|
100% |
903
6.96 IPS |
|
Depth Estimation (HP)
|
99% |
1090
8.40 IPS |
|
Depth Estimation (Q)
|
62% |
885
8.37 IPS |
|
Style Transfer (SP)
|
100% |
2459
3.16 IPS |
|
Style Transfer (HP)
|
100% |
3200
4.11 IPS |
|
Style Transfer (Q)
|
98% |
3207
4.13 IPS |
|
Image Super-Resolution (SP)
|
100% |
446
16.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
530
19.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
510
18.9 IPS |
|
Text Classification (SP)
|
100% |
372
496.1 IPS |
|
Text Classification (HP)
|
100% |
377
503.7 IPS |
|
Text Classification (Q)
|
91% |
582
782.1 IPS |
|
Machine Translation (SP)
|
100% |
546
9.40 IPS |
|
Machine Translation (HP)
|
100% |
538
9.27 IPS |
|
Machine Translation (Q)
|
57% |
371
9.08 IPS |