Upload Date | September 11 2024 09:53 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Google Tensor G2 |
System Information | |
---|---|
Operating System | Android 14 |
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 | 7.30 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
487
90.5 IPS |
|
Image Classification (HP)
|
100% |
517
96.1 IPS |
|
Image Classification (Q)
|
100% |
1453
270.2 IPS |
|
Image Segmentation (SP)
|
100% |
644
10.4 IPS |
|
Image Segmentation (HP)
|
100% |
626
10.1 IPS |
|
Image Segmentation (Q)
|
98% |
1729
28.1 IPS |
|
Pose Estimation (SP)
|
100% |
2331
2.72 IPS |
|
Pose Estimation (HP)
|
100% |
2028
2.37 IPS |
|
Pose Estimation (Q)
|
84% |
2839
3.37 IPS |
|
Object Detection (SP)
|
100% |
433
34.3 IPS |
|
Object Detection (HP)
|
100% |
414
32.9 IPS |
|
Object Detection (Q)
|
83% |
1117
90.2 IPS |
|
Face Detection (SP)
|
100% |
1310
15.6 IPS |
|
Face Detection (HP)
|
100% |
1298
15.4 IPS |
|
Face Detection (Q)
|
95% |
2905
34.7 IPS |
|
Depth Estimation (SP)
|
100% |
1737
13.4 IPS |
|
Depth Estimation (HP)
|
99% |
1741
13.4 IPS |
|
Depth Estimation (Q)
|
64% |
2992
27.4 IPS |
|
Style Transfer (SP)
|
89% |
3465
4.50 IPS |
|
Style Transfer (HP)
|
89% |
3203
4.16 IPS |
|
Style Transfer (Q)
|
98% |
6909
8.91 IPS |
|
Image Super-Resolution (SP)
|
100% |
969
35.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
910
33.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
1672
62.0 IPS |
|
Text Classification (SP)
|
100% |
458
611.7 IPS |
|
Text Classification (HP)
|
100% |
468
625.2 IPS |
|
Text Classification (Q)
|
88% |
769
1.04 KIPS |
|
Machine Translation (SP)
|
100% |
730
12.6 IPS |
|
Machine Translation (HP)
|
100% |
647
11.2 IPS |
|
Machine Translation (Q)
|
50% |
395
14.0 IPS |