Upload Date | April 17 2025 10:47 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% |
456
84.8 IPS |
|
Image Classification (HP)
|
100% |
467
86.9 IPS |
|
Image Classification (Q)
|
100% |
1363
253.5 IPS |
|
Image Segmentation (SP)
|
100% |
542
8.79 IPS |
|
Image Segmentation (HP)
|
100% |
563
9.12 IPS |
|
Image Segmentation (Q)
|
98% |
1529
24.9 IPS |
|
Pose Estimation (SP)
|
100% |
1955
2.28 IPS |
|
Pose Estimation (HP)
|
100% |
1915
2.23 IPS |
|
Pose Estimation (Q)
|
84% |
2922
3.47 IPS |
|
Object Detection (SP)
|
100% |
414
32.9 IPS |
|
Object Detection (HP)
|
100% |
416
33.0 IPS |
|
Object Detection (Q)
|
83% |
1137
91.9 IPS |
|
Face Detection (SP)
|
100% |
1250
14.8 IPS |
|
Face Detection (HP)
|
100% |
1265
15.0 IPS |
|
Face Detection (Q)
|
95% |
2952
35.2 IPS |
|
Depth Estimation (SP)
|
100% |
1594
12.3 IPS |
|
Depth Estimation (HP)
|
99% |
1574
12.1 IPS |
|
Depth Estimation (Q)
|
64% |
997
9.13 IPS |
|
Style Transfer (SP)
|
89% |
1104
1.43 IPS |
|
Style Transfer (HP)
|
89% |
1097
1.42 IPS |
|
Style Transfer (Q)
|
98% |
2440
3.15 IPS |
|
Image Super-Resolution (SP)
|
100% |
265
9.77 IPS |
|
Image Super-Resolution (HP)
|
100% |
264
9.73 IPS |
|
Image Super-Resolution (Q)
|
97% |
621
23.0 IPS |
|
Text Classification (SP)
|
100% |
159
211.7 IPS |
|
Text Classification (HP)
|
100% |
158
210.9 IPS |
|
Text Classification (Q)
|
88% |
267
360.4 IPS |
|
Machine Translation (SP)
|
100% |
267
4.60 IPS |
|
Machine Translation (HP)
|
100% |
264
4.55 IPS |
|
Machine Translation (Q)
|
50% |
175
6.20 IPS |