User | andriyfedorov |
Upload Date | May 13 2025 08:02 AM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Google Tensor G2 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 7a |
Model ID | Google Pixel 7a |
Motherboard | lynx |
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 | 7.27 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
523
97.3 IPS |
|
Image Classification (HP)
|
100% |
526
97.9 IPS |
|
Image Classification (Q)
|
100% |
1462
271.9 IPS |
|
Image Segmentation (SP)
|
100% |
644
10.4 IPS |
|
Image Segmentation (HP)
|
100% |
644
10.4 IPS |
|
Image Segmentation (Q)
|
98% |
1704
27.7 IPS |
|
Pose Estimation (SP)
|
100% |
2417
2.82 IPS |
|
Pose Estimation (HP)
|
100% |
2335
2.72 IPS |
|
Pose Estimation (Q)
|
84% |
3685
4.37 IPS |
|
Object Detection (SP)
|
100% |
507
40.2 IPS |
|
Object Detection (HP)
|
100% |
508
40.3 IPS |
|
Object Detection (Q)
|
83% |
1425
115.1 IPS |
|
Face Detection (SP)
|
100% |
1553
18.5 IPS |
|
Face Detection (HP)
|
100% |
1556
18.5 IPS |
|
Face Detection (Q)
|
95% |
3504
41.8 IPS |
|
Depth Estimation (SP)
|
100% |
2003
15.4 IPS |
|
Depth Estimation (HP)
|
99% |
1987
15.3 IPS |
|
Depth Estimation (Q)
|
64% |
3400
31.1 IPS |
|
Style Transfer (SP)
|
89% |
4037
5.24 IPS |
|
Style Transfer (HP)
|
89% |
3721
4.83 IPS |
|
Style Transfer (Q)
|
98% |
8127
10.5 IPS |
|
Image Super-Resolution (SP)
|
100% |
1083
40.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
1025
37.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
1950
72.2 IPS |
|
Text Classification (SP)
|
100% |
522
697.2 IPS |
|
Text Classification (HP)
|
100% |
518
690.9 IPS |
|
Text Classification (Q)
|
88% |
861
1.16 KIPS |
|
Machine Translation (SP)
|
100% |
800
13.8 IPS |
|
Machine Translation (HP)
|
100% |
776
13.4 IPS |
|
Machine Translation (Q)
|
50% |
497
17.6 IPS |