User | M91 |
Upload Date | September 30 2024 11:26 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% |
369
68.6 IPS |
|
Image Classification (HP)
|
100% |
390
72.6 IPS |
|
Image Classification (Q)
|
99% |
356
66.4 IPS |
|
Image Segmentation (SP)
|
100% |
838
13.6 IPS |
|
Image Segmentation (HP)
|
100% |
1010
16.4 IPS |
|
Image Segmentation (Q)
|
98% |
884
14.4 IPS |
|
Pose Estimation (SP)
|
100% |
478
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
667
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
661
0.77 IPS |
|
Object Detection (SP)
|
100% |
259
20.5 IPS |
|
Object Detection (HP)
|
100% |
299
23.7 IPS |
|
Object Detection (Q)
|
83% |
344
27.8 IPS |
|
Face Detection (SP)
|
100% |
1199
14.2 IPS |
|
Face Detection (HP)
|
100% |
1282
15.2 IPS |
|
Face Detection (Q)
|
97% |
1122
13.4 IPS |
|
Depth Estimation (SP)
|
100% |
901
6.94 IPS |
|
Depth Estimation (HP)
|
99% |
1104
8.51 IPS |
|
Depth Estimation (Q)
|
62% |
878
8.31 IPS |
|
Style Transfer (SP)
|
100% |
2459
3.16 IPS |
|
Style Transfer (HP)
|
100% |
3225
4.15 IPS |
|
Style Transfer (Q)
|
98% |
3201
4.13 IPS |
|
Image Super-Resolution (SP)
|
100% |
438
16.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
511
18.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
514
19.0 IPS |
|
Text Classification (SP)
|
100% |
373
497.5 IPS |
|
Text Classification (HP)
|
100% |
373
497.6 IPS |
|
Text Classification (Q)
|
91% |
576
773.6 IPS |
|
Machine Translation (SP)
|
100% |
542
9.33 IPS |
|
Machine Translation (HP)
|
100% |
535
9.21 IPS |
|
Machine Translation (Q)
|
57% |
367
8.97 IPS |