Upload Date | January 04 2025 07:15 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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 | 7.30 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
227
42.2 IPS |
|
Image Classification (HP)
|
100% |
243
45.1 IPS |
|
Image Classification (Q)
|
99% |
232
43.3 IPS |
|
Image Segmentation (SP)
|
100% |
675
10.9 IPS |
|
Image Segmentation (HP)
|
100% |
857
13.9 IPS |
|
Image Segmentation (Q)
|
98% |
846
13.8 IPS |
|
Pose Estimation (SP)
|
100% |
454
0.53 IPS |
|
Pose Estimation (HP)
|
100% |
622
0.73 IPS |
|
Pose Estimation (Q)
|
96% |
619
0.73 IPS |
|
Object Detection (SP)
|
100% |
265
21.0 IPS |
|
Object Detection (HP)
|
100% |
341
27.0 IPS |
|
Object Detection (Q)
|
83% |
344
27.8 IPS |
|
Face Detection (SP)
|
100% |
1146
13.6 IPS |
|
Face Detection (HP)
|
100% |
1435
17.1 IPS |
|
Face Detection (Q)
|
97% |
1294
15.4 IPS |
|
Depth Estimation (SP)
|
100% |
772
5.95 IPS |
|
Depth Estimation (HP)
|
99% |
907
6.99 IPS |
|
Depth Estimation (Q)
|
62% |
744
7.04 IPS |
|
Style Transfer (SP)
|
100% |
2030
2.61 IPS |
|
Style Transfer (HP)
|
100% |
2601
3.34 IPS |
|
Style Transfer (Q)
|
98% |
2590
3.34 IPS |
|
Image Super-Resolution (SP)
|
100% |
388
14.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
484
17.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
516
19.1 IPS |
|
Text Classification (SP)
|
100% |
276
368.1 IPS |
|
Text Classification (HP)
|
100% |
281
375.4 IPS |
|
Text Classification (Q)
|
91% |
509
684.3 IPS |
|
Machine Translation (SP)
|
100% |
427
7.35 IPS |
|
Machine Translation (HP)
|
100% |
420
7.23 IPS |
|
Machine Translation (Q)
|
57% |
296
7.24 IPS |