Upload Date | November 18 2024 07:41 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Google Tensor G2 |
System Information | |
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Operating System | Android 15 |
Model | Google Pixel 7 |
Model ID | Google Pixel 7 |
Motherboard | panther |
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% |
489
90.9 IPS |
|
Image Classification (HP)
|
100% |
528
98.3 IPS |
|
Image Classification (Q)
|
100% |
1456
270.8 IPS |
|
Image Segmentation (SP)
|
100% |
653
10.6 IPS |
|
Image Segmentation (HP)
|
100% |
643
10.4 IPS |
|
Image Segmentation (Q)
|
98% |
1738
28.3 IPS |
|
Pose Estimation (SP)
|
100% |
2393
2.79 IPS |
|
Pose Estimation (HP)
|
100% |
2368
2.76 IPS |
|
Pose Estimation (Q)
|
84% |
3608
4.28 IPS |
|
Object Detection (SP)
|
100% |
506
40.1 IPS |
|
Object Detection (HP)
|
100% |
459
36.4 IPS |
|
Object Detection (Q)
|
83% |
1284
103.7 IPS |
|
Face Detection (SP)
|
100% |
1324
15.7 IPS |
|
Face Detection (HP)
|
100% |
1321
15.7 IPS |
|
Face Detection (Q)
|
95% |
2777
33.2 IPS |
|
Depth Estimation (SP)
|
100% |
1575
12.1 IPS |
|
Depth Estimation (HP)
|
99% |
1478
11.4 IPS |
|
Depth Estimation (Q)
|
64% |
1933
17.7 IPS |
|
Style Transfer (SP)
|
89% |
2431
3.16 IPS |
|
Style Transfer (HP)
|
89% |
2259
2.93 IPS |
|
Style Transfer (Q)
|
98% |
4905
6.32 IPS |
|
Image Super-Resolution (SP)
|
100% |
709
26.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
713
26.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
1168
43.3 IPS |
|
Text Classification (SP)
|
100% |
343
457.8 IPS |
|
Text Classification (HP)
|
100% |
346
462.0 IPS |
|
Text Classification (Q)
|
88% |
516
695.8 IPS |
|
Machine Translation (SP)
|
100% |
544
9.37 IPS |
|
Machine Translation (HP)
|
100% |
480
8.26 IPS |
|
Machine Translation (Q)
|
50% |
302
10.7 IPS |