Upload Date | December 30 2024 11:05 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% |
123
22.9 IPS |
|
Image Classification (HP)
|
100% |
7736
1.44 KIPS |
|
Image Classification (Q)
|
99% |
21262
3.97 KIPS |
|
Image Segmentation (SP)
|
100% |
159
2.58 IPS |
|
Image Segmentation (HP)
|
100% |
6339
102.8 IPS |
|
Image Segmentation (Q)
|
98% |
18159
295.3 IPS |
|
Pose Estimation (SP)
|
100% |
222
0.26 IPS |
|
Pose Estimation (HP)
|
100% |
37694
44.0 IPS |
|
Pose Estimation (Q)
|
94% |
216912
254.3 IPS |
|
Object Detection (SP)
|
100% |
123
9.72 IPS |
|
Object Detection (HP)
|
100% |
7465
592.1 IPS |
|
Object Detection (Q)
|
88% |
11106
889.7 IPS |
|
Face Detection (SP)
|
100% |
322
3.83 IPS |
|
Face Detection (HP)
|
100% |
17116
203.4 IPS |
|
Face Detection (Q)
|
97% |
60782
724.7 IPS |
|
Depth Estimation (SP)
|
100% |
280
2.16 IPS |
|
Depth Estimation (HP)
|
99% |
26803
207.1 IPS |
|
Depth Estimation (Q)
|
64% |
60002
552.4 IPS |
|
Style Transfer (SP)
|
100% |
494
0.63 IPS |
|
Style Transfer (HP)
|
98% |
40327
52.0 IPS |
|
Style Transfer (Q)
|
98% |
213161
274.9 IPS |
|
Image Super-Resolution (SP)
|
100% |
140
5.18 IPS |
|
Image Super-Resolution (HP)
|
100% |
18905
698.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
53158
1.97 KIPS |
|
Text Classification (SP)
|
100% |
179
238.7 IPS |
|
Text Classification (HP)
|
100% |
1879
2.51 KIPS |
|
Text Classification (Q)
|
94% |
4221
5.66 KIPS |
|
Machine Translation (SP)
|
100% |
306
5.27 IPS |
|
Machine Translation (HP)
|
100% |
2098
36.1 IPS |
|
Machine Translation (Q)
|
50% |
1167
40.4 IPS |