User | grinceur |
Upload Date | August 23 2024 03:35 PM |
Views | 14 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 670 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Google Pixel 3a |
Model ID | Google Pixel 3a |
Motherboard | sargo |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.71 GHz |
Cluster 1 | 6 Cores @ 1.71 GHz |
Cluster 2 | 2 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 3.51 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
0% |
0
1.44 KIPS |
|
Image Classification (HP)
|
0% |
0
1.48 KIPS |
|
Image Classification (Q)
|
0% |
0
2.67 KIPS |
|
Image Segmentation (SP)
|
73% |
9454
163.4 IPS |
|
Image Segmentation (HP)
|
73% |
9542
164.9 IPS |
|
Image Segmentation (Q)
|
73% |
22827
394.5 IPS |
|
Pose Estimation (SP)
|
0% |
0
519.2 IPS |
|
Pose Estimation (HP)
|
0% |
0
515.3 IPS |
|
Pose Estimation (Q)
|
0% |
0
1.17 KIPS |
|
Object Detection (SP)
|
0% |
0
667.4 IPS |
|
Object Detection (HP)
|
0% |
0
694.6 IPS |
|
Object Detection (Q)
|
0% |
0
566.7 IPS |
|
Face Detection (SP)
|
0% |
0
229.3 IPS |
|
Face Detection (HP)
|
0% |
0
229.6 IPS |
|
Face Detection (Q)
|
0% |
0
358.7 IPS |
|
Depth Estimation (SP)
|
0% |
0
472.1 IPS |
|
Depth Estimation (HP)
|
0% |
0
460.9 IPS |
|
Depth Estimation (Q)
|
0% |
0
436.7 IPS |
|
Style Transfer (SP)
|
32% |
80931
1.02 KIPS |
|
Style Transfer (HP)
|
32% |
82442
1.03 KIPS |
|
Style Transfer (Q)
|
0% |
0
2.61 KIPS |
|
Image Super-Resolution (SP)
|
1% |
0
1.06 KIPS |
|
Image Super-Resolution (HP)
|
1% |
0
1.16 KIPS |
|
Image Super-Resolution (Q)
|
2% |
194
2.29 KIPS |
|
Text Classification (SP)
|
29% |
422
7.28 KIPS |
|
Text Classification (HP)
|
29% |
415
7.17 KIPS |
|
Text Classification (Q)
|
29% |
291
5.02 KIPS |
|
Machine Translation (SP)
|
0% |
0
4.56 IPS |
|
Machine Translation (HP)
|
0% |
0
4.34 IPS |
|
Machine Translation (Q)
|
0% |
0
3.75 IPS |