Upload Date | April 24 2025 02:40 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 860 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi Poco X3 Pro |
Model ID | Xiaomi M2102J20SG |
Motherboard | vayu |
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 | 7.32 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
189
35.2 IPS |
|
Image Classification (HP)
|
100% |
175
32.5 IPS |
|
Image Classification (Q)
|
100% |
486
90.4 IPS |
|
Image Segmentation (SP)
|
100% |
179
2.90 IPS |
|
Image Segmentation (HP)
|
100% |
206
3.34 IPS |
|
Image Segmentation (Q)
|
98% |
524
8.51 IPS |
|
Pose Estimation (SP)
|
100% |
616
0.72 IPS |
|
Pose Estimation (HP)
|
100% |
487
0.57 IPS |
|
Pose Estimation (Q)
|
84% |
945
1.12 IPS |
|
Object Detection (SP)
|
100% |
142
11.3 IPS |
|
Object Detection (HP)
|
100% |
108
8.59 IPS |
|
Object Detection (Q)
|
83% |
302
24.4 IPS |
|
Face Detection (SP)
|
100% |
334
3.97 IPS |
|
Face Detection (HP)
|
100% |
287
3.41 IPS |
|
Face Detection (Q)
|
95% |
617
7.37 IPS |
|
Depth Estimation (SP)
|
100% |
391
3.01 IPS |
|
Depth Estimation (HP)
|
99% |
391
3.01 IPS |
|
Depth Estimation (Q)
|
64% |
671
6.14 IPS |
|
Style Transfer (SP)
|
89% |
823
1.07 IPS |
|
Style Transfer (HP)
|
89% |
821
1.07 IPS |
|
Style Transfer (Q)
|
98% |
1557
2.01 IPS |
|
Image Super-Resolution (SP)
|
100% |
228
8.43 IPS |
|
Image Super-Resolution (HP)
|
100% |
229
8.44 IPS |
|
Image Super-Resolution (Q)
|
97% |
406
15.0 IPS |
|
Text Classification (SP)
|
100% |
123
163.6 IPS |
|
Text Classification (HP)
|
100% |
115
153.7 IPS |
|
Text Classification (Q)
|
88% |
245
330.6 IPS |
|
Machine Translation (SP)
|
100% |
308
5.30 IPS |
|
Machine Translation (HP)
|
100% |
252
4.33 IPS |
|
Machine Translation (Q)
|
50% |
202
7.16 IPS |