User | jamesbogert |
Upload Date | December 09 2024 12:59 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Google Tensor G2 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.20 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
487
90.6 IPS |
|
Image Classification (HP)
|
100% |
527
98.0 IPS |
|
Image Classification (Q)
|
100% |
1460
271.5 IPS |
|
Image Segmentation (SP)
|
100% |
643
10.4 IPS |
|
Image Segmentation (HP)
|
100% |
645
10.5 IPS |
|
Image Segmentation (Q)
|
98% |
1713
27.8 IPS |
|
Pose Estimation (SP)
|
100% |
2386
2.78 IPS |
|
Pose Estimation (HP)
|
100% |
2370
2.77 IPS |
|
Pose Estimation (Q)
|
84% |
3607
4.28 IPS |
|
Object Detection (SP)
|
100% |
488
38.7 IPS |
|
Object Detection (HP)
|
100% |
508
40.3 IPS |
|
Object Detection (Q)
|
83% |
1407
113.7 IPS |
|
Face Detection (SP)
|
100% |
1533
18.2 IPS |
|
Face Detection (HP)
|
100% |
1472
17.5 IPS |
|
Face Detection (Q)
|
95% |
3228
38.5 IPS |
|
Depth Estimation (SP)
|
100% |
1349
10.4 IPS |
|
Depth Estimation (HP)
|
99% |
1632
12.6 IPS |
|
Depth Estimation (Q)
|
64% |
2888
26.5 IPS |
|
Style Transfer (SP)
|
89% |
3500
4.54 IPS |
|
Style Transfer (HP)
|
89% |
3226
4.19 IPS |
|
Style Transfer (Q)
|
98% |
6720
8.66 IPS |
|
Image Super-Resolution (SP)
|
100% |
980
36.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
987
36.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
1609
59.6 IPS |
|
Text Classification (SP)
|
100% |
463
618.5 IPS |
|
Text Classification (HP)
|
100% |
459
612.1 IPS |
|
Text Classification (Q)
|
88% |
806
1.09 KIPS |
|
Machine Translation (SP)
|
100% |
735
12.7 IPS |
|
Machine Translation (HP)
|
100% |
652
11.2 IPS |
|
Machine Translation (Q)
|
50% |
395
14.0 IPS |