Upload Date | November 24 2024 09:51 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Xiaomi 12 Pro |
Model ID | Xiaomi Xiaomi 12 Pro |
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 | 10.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
193
35.9 IPS |
|
Image Classification (HP)
|
100% |
8312
1.55 KIPS |
|
Image Classification (Q)
|
99% |
23597
4.40 KIPS |
|
Image Segmentation (SP)
|
100% |
246
3.99 IPS |
|
Image Segmentation (HP)
|
100% |
6766
109.7 IPS |
|
Image Segmentation (Q)
|
98% |
17778
289.1 IPS |
|
Pose Estimation (SP)
|
100% |
315
0.37 IPS |
|
Pose Estimation (HP)
|
100% |
31533
36.8 IPS |
|
Pose Estimation (Q)
|
94% |
221271
259.4 IPS |
|
Object Detection (SP)
|
100% |
189
15.0 IPS |
|
Object Detection (HP)
|
100% |
7809
619.4 IPS |
|
Object Detection (Q)
|
88% |
11347
909.0 IPS |
|
Face Detection (SP)
|
100% |
509
6.05 IPS |
|
Face Detection (HP)
|
100% |
18780
223.1 IPS |
|
Face Detection (Q)
|
97% |
74593
889.4 IPS |
|
Depth Estimation (SP)
|
100% |
404
3.11 IPS |
|
Depth Estimation (HP)
|
99% |
28032
216.6 IPS |
|
Depth Estimation (Q)
|
64% |
63788
587.2 IPS |
|
Style Transfer (SP)
|
100% |
708
0.91 IPS |
|
Style Transfer (HP)
|
24% |
2130
64.4 IPS |
|
Style Transfer (Q)
|
98% |
147187
189.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
201
7.42 IPS |
|
Image Super-Resolution (HP)
|
100% |
21187
782.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
61756
2.29 KIPS |
|
Text Classification (SP)
|
100% |
285
379.8 IPS |
|
Text Classification (HP)
|
100% |
1842
2.46 KIPS |
|
Text Classification (Q)
|
94% |
4169
5.59 KIPS |
|
Machine Translation (SP)
|
100% |
468
8.06 IPS |
|
Machine Translation (HP)
|
100% |
2207
38.0 IPS |
|
Machine Translation (Q)
|
37% |
338
34.1 IPS |