Upload Date | December 28 2024 07:00 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Google Tensor |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 6a |
Model ID | Google Pixel 6a |
Motherboard | bluejay |
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 @ 2.25 GHz |
Cluster 3 | 2 Cores @ 2.80 GHz |
Memory Information | |
---|---|
Size | 5.47 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
253
47.0 IPS |
|
Image Classification (HP)
|
100% |
415
77.2 IPS |
|
Image Classification (Q)
|
99% |
389
72.6 IPS |
|
Image Segmentation (SP)
|
100% |
699
11.3 IPS |
|
Image Segmentation (HP)
|
100% |
960
15.6 IPS |
|
Image Segmentation (Q)
|
98% |
938
15.3 IPS |
|
Pose Estimation (SP)
|
100% |
342
0.40 IPS |
|
Pose Estimation (HP)
|
100% |
436
0.51 IPS |
|
Pose Estimation (Q)
|
96% |
432
0.51 IPS |
|
Object Detection (SP)
|
100% |
338
26.8 IPS |
|
Object Detection (HP)
|
100% |
420
33.3 IPS |
|
Object Detection (Q)
|
83% |
427
34.6 IPS |
|
Face Detection (SP)
|
100% |
1389
16.5 IPS |
|
Face Detection (HP)
|
100% |
2025
24.1 IPS |
|
Face Detection (Q)
|
97% |
1875
22.4 IPS |
|
Depth Estimation (SP)
|
100% |
555
4.28 IPS |
|
Depth Estimation (HP)
|
99% |
623
4.80 IPS |
|
Depth Estimation (Q)
|
62% |
521
4.93 IPS |
|
Style Transfer (SP)
|
100% |
1442
1.85 IPS |
|
Style Transfer (HP)
|
100% |
2575
3.31 IPS |
|
Style Transfer (Q)
|
98% |
2544
3.28 IPS |
|
Image Super-Resolution (SP)
|
100% |
350
12.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
482
17.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
402
14.9 IPS |
|
Text Classification (SP)
|
100% |
278
371.5 IPS |
|
Text Classification (HP)
|
100% |
290
386.5 IPS |
|
Text Classification (Q)
|
91% |
507
681.6 IPS |
|
Machine Translation (SP)
|
100% |
430
7.40 IPS |
|
Machine Translation (HP)
|
100% |
416
7.16 IPS |
|
Machine Translation (Q)
|
57% |
307
7.51 IPS |