Upload Date | November 13 2024 10:36 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Snapdragon 8+ Gen 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 12T Pro |
Model ID | Xiaomi 22081212UG |
Motherboard | diting |
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 | 2.02 GHz |
Cluster 1 | 4 Cores @ 2.02 GHz |
Cluster 2 | 3 Cores @ 2.75 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.04 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
410
76.3 IPS |
|
Image Classification (HP)
|
100% |
559
104.0 IPS |
|
Image Classification (Q)
|
97% |
464
86.5 IPS |
|
Image Segmentation (SP)
|
100% |
834
13.5 IPS |
|
Image Segmentation (HP)
|
100% |
1140
18.5 IPS |
|
Image Segmentation (Q)
|
98% |
1182
19.2 IPS |
|
Pose Estimation (SP)
|
100% |
634
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
1143
1.33 IPS |
|
Pose Estimation (Q)
|
95% |
1134
1.33 IPS |
|
Object Detection (SP)
|
100% |
323
25.6 IPS |
|
Object Detection (HP)
|
100% |
590
46.8 IPS |
|
Object Detection (Q)
|
89% |
540
43.3 IPS |
|
Face Detection (SP)
|
100% |
1340
15.9 IPS |
|
Face Detection (HP)
|
100% |
1886
22.4 IPS |
|
Face Detection (Q)
|
97% |
1558
18.6 IPS |
|
Depth Estimation (SP)
|
100% |
959
7.39 IPS |
|
Depth Estimation (HP)
|
99% |
1648
12.7 IPS |
|
Depth Estimation (Q)
|
63% |
1338
12.6 IPS |
|
Style Transfer (SP)
|
100% |
2242
2.88 IPS |
|
Style Transfer (HP)
|
100% |
4797
6.17 IPS |
|
Style Transfer (Q)
|
98% |
4786
6.17 IPS |
|
Image Super-Resolution (SP)
|
100% |
337
12.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
506
18.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
477
17.7 IPS |
|
Text Classification (SP)
|
100% |
178
238.2 IPS |
|
Text Classification (HP)
|
100% |
179
238.3 IPS |
|
Text Classification (Q)
|
91% |
316
424.6 IPS |
|
Machine Translation (SP)
|
100% |
300
5.17 IPS |
|
Machine Translation (HP)
|
100% |
301
5.19 IPS |
|
Machine Translation (Q)
|
57% |
263
6.43 IPS |