User | M91 |
Upload Date | September 10 2024 11:27 AM |
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% |
248
46.1 IPS |
|
Image Classification (HP)
|
100% |
390
72.6 IPS |
|
Image Classification (Q)
|
99% |
390
72.7 IPS |
|
Image Segmentation (SP)
|
100% |
855
13.9 IPS |
|
Image Segmentation (HP)
|
100% |
989
16.0 IPS |
|
Image Segmentation (Q)
|
98% |
924
15.0 IPS |
|
Pose Estimation (SP)
|
100% |
478
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
665
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
661
0.77 IPS |
|
Object Detection (SP)
|
100% |
242
19.2 IPS |
|
Object Detection (HP)
|
100% |
295
23.4 IPS |
|
Object Detection (Q)
|
83% |
325
26.3 IPS |
|
Face Detection (SP)
|
100% |
1166
13.8 IPS |
|
Face Detection (HP)
|
100% |
1283
15.2 IPS |
|
Face Detection (Q)
|
97% |
1155
13.8 IPS |
|
Depth Estimation (SP)
|
100% |
901
6.94 IPS |
|
Depth Estimation (HP)
|
99% |
1090
8.40 IPS |
|
Depth Estimation (Q)
|
62% |
881
8.34 IPS |
|
Style Transfer (SP)
|
100% |
2478
3.19 IPS |
|
Style Transfer (HP)
|
100% |
3230
4.15 IPS |
|
Style Transfer (Q)
|
98% |
3213
4.14 IPS |
|
Image Super-Resolution (SP)
|
100% |
439
16.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
501
18.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
500
18.5 IPS |
|
Text Classification (SP)
|
100% |
372
496.6 IPS |
|
Text Classification (HP)
|
100% |
376
502.3 IPS |
|
Text Classification (Q)
|
91% |
574
770.9 IPS |
|
Machine Translation (SP)
|
100% |
543
9.36 IPS |
|
Machine Translation (HP)
|
100% |
530
9.12 IPS |
|
Machine Translation (Q)
|
57% |
292
7.13 IPS |