Upload Date | December 25 2024 04:28 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% |
155
28.8 IPS |
|
Image Classification (HP)
|
100% |
160
29.8 IPS |
|
Image Classification (Q)
|
100% |
473
88.0 IPS |
|
Image Segmentation (SP)
|
100% |
162
2.63 IPS |
|
Image Segmentation (HP)
|
100% |
175
2.84 IPS |
|
Image Segmentation (Q)
|
98% |
509
8.28 IPS |
|
Pose Estimation (SP)
|
100% |
648
0.76 IPS |
|
Pose Estimation (HP)
|
100% |
637
0.74 IPS |
|
Pose Estimation (Q)
|
84% |
1086
1.29 IPS |
|
Object Detection (SP)
|
100% |
155
12.3 IPS |
|
Object Detection (HP)
|
100% |
162
12.9 IPS |
|
Object Detection (Q)
|
83% |
470
37.9 IPS |
|
Face Detection (SP)
|
100% |
354
4.20 IPS |
|
Face Detection (HP)
|
100% |
349
4.15 IPS |
|
Face Detection (Q)
|
95% |
861
10.3 IPS |
|
Depth Estimation (SP)
|
100% |
483
3.72 IPS |
|
Depth Estimation (HP)
|
99% |
492
3.79 IPS |
|
Depth Estimation (Q)
|
64% |
1039
9.51 IPS |
|
Style Transfer (SP)
|
89% |
1116
1.45 IPS |
|
Style Transfer (HP)
|
89% |
1153
1.50 IPS |
|
Style Transfer (Q)
|
98% |
2392
3.08 IPS |
|
Image Super-Resolution (SP)
|
100% |
265
9.79 IPS |
|
Image Super-Resolution (HP)
|
100% |
265
9.79 IPS |
|
Image Super-Resolution (Q)
|
97% |
616
22.8 IPS |
|
Text Classification (SP)
|
100% |
157
210.0 IPS |
|
Text Classification (HP)
|
100% |
159
212.0 IPS |
|
Text Classification (Q)
|
88% |
270
364.3 IPS |
|
Machine Translation (SP)
|
100% |
269
4.64 IPS |
|
Machine Translation (HP)
|
100% |
265
4.56 IPS |
|
Machine Translation (Q)
|
50% |
176
6.25 IPS |