Upload Date | April 07 2025 08:54 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 8 Gen 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 12 |
Model ID | Xiaomi 2201123G |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 7.04 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
201
37.4 IPS |
|
Image Classification (HP)
|
100% |
8080
1.50 KIPS |
|
Image Classification (Q)
|
99% |
24400
4.55 KIPS |
|
Image Segmentation (SP)
|
100% |
252
4.08 IPS |
|
Image Segmentation (HP)
|
100% |
6620
107.3 IPS |
|
Image Segmentation (Q)
|
98% |
18812
305.9 IPS |
|
Pose Estimation (SP)
|
100% |
319
0.37 IPS |
|
Pose Estimation (HP)
|
100% |
35355
41.3 IPS |
|
Pose Estimation (Q)
|
94% |
222707
261.1 IPS |
|
Object Detection (SP)
|
100% |
193
15.3 IPS |
|
Object Detection (HP)
|
100% |
7699
610.7 IPS |
|
Object Detection (Q)
|
88% |
11645
932.8 IPS |
|
Face Detection (SP)
|
100% |
359
4.26 IPS |
|
Face Detection (HP)
|
100% |
18182
216.0 IPS |
|
Face Detection (Q)
|
97% |
71312
850.3 IPS |
|
Depth Estimation (SP)
|
100% |
430
3.31 IPS |
|
Depth Estimation (HP)
|
99% |
27136
209.7 IPS |
|
Depth Estimation (Q)
|
64% |
60501
557.0 IPS |
|
Style Transfer (SP)
|
100% |
590
0.76 IPS |
|
Style Transfer (HP)
|
98% |
38911
50.2 IPS |
|
Style Transfer (Q)
|
98% |
216133
278.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
192
7.09 IPS |
|
Image Super-Resolution (HP)
|
100% |
19228
710.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
55922
2.07 KIPS |
|
Text Classification (SP)
|
100% |
253
337.2 IPS |
|
Text Classification (HP)
|
100% |
1886
2.52 KIPS |
|
Text Classification (Q)
|
94% |
4393
5.89 KIPS |
|
Machine Translation (SP)
|
100% |
458
7.88 IPS |
|
Machine Translation (HP)
|
100% |
2101
36.2 IPS |
|
Machine Translation (Q)
|
50% |
1153
39.9 IPS |