Upload Date | September 16 2024 10:42 AM |
Views | 5 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 888 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 11T Pro |
Model ID | Xiaomi 2107113SG |
Motherboard | vili |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Odin |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.05 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
459
85.4 IPS |
|
Image Classification (HP)
|
100% |
423
78.6 IPS |
|
Image Classification (Q)
|
100% |
1185
220.3 IPS |
|
Image Segmentation (SP)
|
100% |
520
8.43 IPS |
|
Image Segmentation (HP)
|
100% |
534
8.65 IPS |
|
Image Segmentation (Q)
|
98% |
1282
20.8 IPS |
|
Pose Estimation (SP)
|
100% |
1877
2.19 IPS |
|
Pose Estimation (HP)
|
100% |
1867
2.18 IPS |
|
Pose Estimation (Q)
|
84% |
2642
3.13 IPS |
|
Object Detection (SP)
|
100% |
384
30.5 IPS |
|
Object Detection (HP)
|
100% |
349
27.7 IPS |
|
Object Detection (Q)
|
83% |
1077
87.0 IPS |
|
Face Detection (SP)
|
100% |
1275
15.1 IPS |
|
Face Detection (HP)
|
100% |
1278
15.2 IPS |
|
Face Detection (Q)
|
95% |
2565
30.6 IPS |
|
Depth Estimation (SP)
|
100% |
1717
13.2 IPS |
|
Depth Estimation (HP)
|
99% |
1394
10.7 IPS |
|
Depth Estimation (Q)
|
64% |
1934
17.7 IPS |
|
Style Transfer (SP)
|
89% |
2584
3.35 IPS |
|
Style Transfer (HP)
|
89% |
2672
3.47 IPS |
|
Style Transfer (Q)
|
98% |
6180
7.97 IPS |
|
Image Super-Resolution (SP)
|
100% |
937
34.6 IPS |
|
Image Super-Resolution (HP)
|
100% |
800
29.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
639
23.7 IPS |
|
Text Classification (SP)
|
100% |
158
211.5 IPS |
|
Text Classification (HP)
|
100% |
163
217.9 IPS |
|
Text Classification (Q)
|
88% |
280
377.1 IPS |
|
Machine Translation (SP)
|
100% |
252
4.34 IPS |
|
Machine Translation (HP)
|
100% |
244
4.21 IPS |
|
Machine Translation (Q)
|
50% |
163
5.77 IPS |