User | sinanthonyxd |
Upload Date | March 06 2025 05:02 AM |
Views | 7 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM Qualcomm |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi M2012K11AG |
Model ID | Xiaomi M2012K11AG |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 5.48 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
434
80.7 IPS |
|
Image Classification (HP)
|
100% |
677
125.9 IPS |
|
Image Classification (Q)
|
97% |
1266
236.3 IPS |
|
Image Segmentation (SP)
|
100% |
544
8.81 IPS |
|
Image Segmentation (HP)
|
100% |
195
3.16 IPS |
|
Image Segmentation (Q)
|
98% |
1251
20.3 IPS |
|
Pose Estimation (SP)
|
100% |
1602
1.87 IPS |
|
Pose Estimation (HP)
|
100% |
6009
7.01 IPS |
|
Pose Estimation (Q)
|
96% |
11282
13.2 IPS |
|
Object Detection (SP)
|
100% |
433
34.4 IPS |
|
Object Detection (HP)
|
100% |
147
11.6 IPS |
|
Object Detection (Q)
|
85% |
1295
104.2 IPS |
|
Face Detection (SP)
|
100% |
1161
13.8 IPS |
|
Face Detection (HP)
|
100% |
359
4.26 IPS |
|
Face Detection (Q)
|
97% |
3386
40.4 IPS |
|
Depth Estimation (SP)
|
99% |
491
3.78 IPS |
|
Depth Estimation (HP)
|
99% |
300
2.31 IPS |
|
Depth Estimation (Q)
|
22% |
245
56.0 IPS |
|
Style Transfer (SP)
|
100% |
751
0.97 IPS |
|
Style Transfer (HP)
|
100% |
489
0.63 IPS |
|
Style Transfer (Q)
|
98% |
3816
4.92 IPS |
|
Image Super-Resolution (SP)
|
100% |
794
29.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
2104
77.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
4910
182.0 IPS |
|
Text Classification (SP)
|
71% |
7
10.8 IPS |
|
Text Classification (HP)
|
100% |
219
292.1 IPS |
|
Text Classification (Q)
|
93% |
83
110.8 IPS |
|
Machine Translation (SP)
|
100% |
170
2.94 IPS |
|
Machine Translation (HP)
|
100% |
338
5.82 IPS |
|
Machine Translation (Q)
|
54% |
186
5.23 IPS |