Upload Date | January 05 2025 06:49 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Google Tensor G3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Google Pixel 8 |
Model ID | Google Pixel 8 |
Motherboard | shiba |
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% |
353
65.6 IPS |
|
Image Classification (HP)
|
100% |
384
71.4 IPS |
|
Image Classification (Q)
|
99% |
343
64.0 IPS |
|
Image Segmentation (SP)
|
100% |
817
13.2 IPS |
|
Image Segmentation (HP)
|
100% |
1011
16.4 IPS |
|
Image Segmentation (Q)
|
98% |
906
14.7 IPS |
|
Pose Estimation (SP)
|
100% |
477
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
665
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
657
0.77 IPS |
|
Object Detection (SP)
|
100% |
239
19.0 IPS |
|
Object Detection (HP)
|
100% |
297
23.5 IPS |
|
Object Detection (Q)
|
83% |
335
27.1 IPS |
|
Face Detection (SP)
|
100% |
1083
12.9 IPS |
|
Face Detection (HP)
|
100% |
1212
14.4 IPS |
|
Face Detection (Q)
|
97% |
1083
12.9 IPS |
|
Depth Estimation (SP)
|
100% |
913
7.04 IPS |
|
Depth Estimation (HP)
|
99% |
1082
8.33 IPS |
|
Depth Estimation (Q)
|
62% |
867
8.21 IPS |
|
Style Transfer (SP)
|
100% |
2472
3.18 IPS |
|
Style Transfer (HP)
|
100% |
3182
4.09 IPS |
|
Style Transfer (Q)
|
98% |
3180
4.10 IPS |
|
Image Super-Resolution (SP)
|
100% |
441
16.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
500
18.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
502
18.6 IPS |
|
Text Classification (SP)
|
100% |
388
518.4 IPS |
|
Text Classification (HP)
|
100% |
401
535.5 IPS |
|
Text Classification (Q)
|
91% |
612
822.9 IPS |
|
Machine Translation (SP)
|
100% |
579
9.97 IPS |
|
Machine Translation (HP)
|
100% |
564
9.71 IPS |
|
Machine Translation (Q)
|
57% |
382
9.33 IPS |