User | DhruvGupta12345 |
Upload Date | October 22 2024 05:42 PM |
Views | 5 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Google Tensor G3 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 8 Pro |
Model ID | Google Pixel 8 Pro |
Motherboard | husky |
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 | 11.32 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
248
46.1 IPS |
|
Image Classification (HP)
|
100% |
3463
643.9 IPS |
|
Image Classification (Q)
|
99% |
7870
1.47 KIPS |
|
Image Segmentation (SP)
|
100% |
317
5.14 IPS |
|
Image Segmentation (HP)
|
100% |
9618
155.9 IPS |
|
Image Segmentation (Q)
|
98% |
14974
243.5 IPS |
|
Pose Estimation (SP)
|
100% |
369
0.43 IPS |
|
Pose Estimation (HP)
|
100% |
30762
35.9 IPS |
|
Pose Estimation (Q)
|
97% |
62270
72.9 IPS |
|
Object Detection (SP)
|
100% |
234
18.6 IPS |
|
Object Detection (HP)
|
100% |
4028
319.5 IPS |
|
Object Detection (Q)
|
87% |
5977
479.5 IPS |
|
Face Detection (SP)
|
100% |
578
6.87 IPS |
|
Face Detection (HP)
|
100% |
16005
190.2 IPS |
|
Face Detection (Q)
|
97% |
25075
299.0 IPS |
|
Depth Estimation (SP)
|
100% |
503
3.87 IPS |
|
Depth Estimation (HP)
|
99% |
30103
231.9 IPS |
|
Depth Estimation (Q)
|
64% |
33096
304.7 IPS |
|
Style Transfer (SP)
|
100% |
769
0.99 IPS |
|
Style Transfer (HP)
|
100% |
743
0.95 IPS |
|
Style Transfer (Q)
|
75% |
2922
3.95 IPS |
|
Image Super-Resolution (SP)
|
100% |
271
10.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
8310
306.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
15134
560.8 IPS |
|
Text Classification (SP)
|
100% |
337
449.3 IPS |
|
Text Classification (HP)
|
100% |
346
461.8 IPS |
|
Text Classification (Q)
|
92% |
780
1.05 KIPS |
|
Machine Translation (SP)
|
100% |
545
9.38 IPS |
|
Machine Translation (HP)
|
100% |
526
9.06 IPS |
|
Machine Translation (Q)
|
57% |
353
8.64 IPS |