| Upload Date | July 30 2025 11:22 PM |
| Views | 37 |
| AI Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | QNN |
| Device | Qualcomm Snapdragon 8 Gen 1 |
| System Information | |
|---|---|
| Operating System | Android 15 |
| 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 | 7.01 GB |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (SP)
|
100% |
203
37.7 IPS |
|
|
Image Classification (HP)
|
100% |
8446
1.57 KIPS |
|
|
Image Classification (Q)
|
99% |
23764
4.43 KIPS |
|
|
Image Segmentation (SP)
|
100% |
257
4.17 IPS |
|
|
Image Segmentation (HP)
|
100% |
6706
108.7 IPS |
|
|
Image Segmentation (Q)
|
98% |
19274
313.4 IPS |
|
|
Pose Estimation (SP)
|
100% |
344
0.40 IPS |
|
|
Pose Estimation (HP)
|
100% |
37423
43.7 IPS |
|
|
Pose Estimation (Q)
|
94% |
225954
264.9 IPS |
|
|
Object Detection (SP)
|
100% |
197
15.6 IPS |
|
|
Object Detection (HP)
|
100% |
7905
627.0 IPS |
|
|
Object Detection (Q)
|
88% |
12197
977.1 IPS |
|
|
Face Detection (SP)
|
100% |
533
6.33 IPS |
|
|
Face Detection (HP)
|
100% |
18472
219.5 IPS |
|
|
Face Detection (Q)
|
97% |
73920
881.4 IPS |
|
|
Depth Estimation (SP)
|
100% |
435
3.36 IPS |
|
|
Depth Estimation (HP)
|
99% |
28264
218.4 IPS |
|
|
Depth Estimation (Q)
|
64% |
62928
579.3 IPS |
|
|
Style Transfer (SP)
|
100% |
723
0.93 IPS |
|
|
Style Transfer (HP)
|
98% |
38831
50.1 IPS |
|
|
Style Transfer (Q)
|
98% |
218371
281.6 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
214
7.89 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
21653
799.5 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
61980
2.30 KIPS |
|
|
Text Classification (SP)
|
100% |
200
266.3 IPS |
|
|
Text Classification (HP)
|
100% |
1842
2.46 KIPS |
|
|
Text Classification (Q)
|
94% |
4402
5.91 KIPS |
|
|
Machine Translation (SP)
|
100% |
437
7.53 IPS |
|
|
Machine Translation (HP)
|
100% |
2134
36.8 IPS |
|
|
Machine Translation (Q)
|
50% |
1223
42.4 IPS |