Upload Date | April 22 2025 07:38 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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% |
231
42.9 IPS |
|
Image Classification (HP)
|
100% |
407
75.6 IPS |
|
Image Classification (Q)
|
97% |
407
75.9 IPS |
|
Image Segmentation (SP)
|
100% |
166
2.69 IPS |
|
Image Segmentation (HP)
|
100% |
226
3.67 IPS |
|
Image Segmentation (Q)
|
98% |
247
4.01 IPS |
|
Pose Estimation (SP)
|
100% |
475
0.55 IPS |
|
Pose Estimation (HP)
|
100% |
373
0.44 IPS |
|
Pose Estimation (Q)
|
95% |
371
0.43 IPS |
|
Object Detection (SP)
|
100% |
193
15.3 IPS |
|
Object Detection (HP)
|
100% |
252
20.0 IPS |
|
Object Detection (Q)
|
89% |
245
19.6 IPS |
|
Face Detection (SP)
|
100% |
528
6.27 IPS |
|
Face Detection (HP)
|
100% |
1055
12.5 IPS |
|
Face Detection (Q)
|
97% |
1103
13.1 IPS |
|
Depth Estimation (SP)
|
100% |
522
4.02 IPS |
|
Depth Estimation (HP)
|
99% |
1020
7.88 IPS |
|
Depth Estimation (Q)
|
62% |
846
8.01 IPS |
|
Style Transfer (SP)
|
100% |
1101
1.42 IPS |
|
Style Transfer (HP)
|
100% |
2656
3.41 IPS |
|
Style Transfer (Q)
|
98% |
2635
3.40 IPS |
|
Image Super-Resolution (SP)
|
100% |
275
10.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
556
20.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
558
20.7 IPS |
|
Text Classification (SP)
|
100% |
45
60.1 IPS |
|
Text Classification (HP)
|
100% |
45
59.4 IPS |
|
Text Classification (Q)
|
91% |
93
125.6 IPS |
|
Machine Translation (SP)
|
100% |
83
1.43 IPS |
|
Machine Translation (HP)
|
100% |
84
1.44 IPS |
|
Machine Translation (Q)
|
57% |
76
1.87 IPS |