Upload Date | April 22 2025 07:22 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Qualcomm |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 21051182G |
Model ID | Xiaomi 21051182G |
Motherboard | nabu |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
---|---|
Size | 5.37 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
165
30.6 IPS |
|
Image Classification (HP)
|
100% |
162
30.0 IPS |
|
Image Classification (Q)
|
100% |
456
84.8 IPS |
|
Image Segmentation (SP)
|
100% |
174
2.82 IPS |
|
Image Segmentation (HP)
|
100% |
181
2.94 IPS |
|
Image Segmentation (Q)
|
98% |
491
7.98 IPS |
|
Pose Estimation (SP)
|
100% |
634
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
642
0.75 IPS |
|
Pose Estimation (Q)
|
84% |
1093
1.30 IPS |
|
Object Detection (SP)
|
100% |
167
13.3 IPS |
|
Object Detection (HP)
|
100% |
165
13.1 IPS |
|
Object Detection (Q)
|
83% |
464
37.5 IPS |
|
Face Detection (SP)
|
100% |
362
4.30 IPS |
|
Face Detection (HP)
|
100% |
369
4.38 IPS |
|
Face Detection (Q)
|
95% |
875
10.4 IPS |
|
Depth Estimation (SP)
|
100% |
514
3.96 IPS |
|
Depth Estimation (HP)
|
99% |
512
3.95 IPS |
|
Depth Estimation (Q)
|
64% |
1012
9.27 IPS |
|
Style Transfer (SP)
|
89% |
1137
1.48 IPS |
|
Style Transfer (HP)
|
89% |
1137
1.48 IPS |
|
Style Transfer (Q)
|
98% |
2498
3.22 IPS |
|
Image Super-Resolution (SP)
|
100% |
298
11.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
298
11.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
624
23.1 IPS |
|
Text Classification (SP)
|
100% |
162
216.4 IPS |
|
Text Classification (HP)
|
100% |
161
215.5 IPS |
|
Text Classification (Q)
|
88% |
267
360.0 IPS |
|
Machine Translation (SP)
|
100% |
266
4.58 IPS |
|
Machine Translation (HP)
|
100% |
266
4.58 IPS |
|
Machine Translation (Q)
|
50% |
172
6.10 IPS |