Upload Date | September 17 2024 05:11 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 870 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi Mi 11X |
Model ID | Xiaomi M2012K11AI |
Motherboard | aliothin |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.43 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
170
31.6 IPS |
|
Image Classification (HP)
|
100% |
179
33.3 IPS |
|
Image Classification (Q)
|
100% |
485
90.2 IPS |
|
Image Segmentation (SP)
|
100% |
178
2.89 IPS |
|
Image Segmentation (HP)
|
100% |
187
3.03 IPS |
|
Image Segmentation (Q)
|
98% |
531
8.64 IPS |
|
Pose Estimation (SP)
|
100% |
636
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
622
0.73 IPS |
|
Pose Estimation (Q)
|
84% |
1108
1.31 IPS |
|
Object Detection (SP)
|
100% |
172
13.6 IPS |
|
Object Detection (HP)
|
100% |
165
13.1 IPS |
|
Object Detection (Q)
|
83% |
483
39.0 IPS |
|
Face Detection (SP)
|
100% |
365
4.34 IPS |
|
Face Detection (HP)
|
100% |
358
4.26 IPS |
|
Face Detection (Q)
|
95% |
895
10.7 IPS |
|
Depth Estimation (SP)
|
100% |
547
4.22 IPS |
|
Depth Estimation (HP)
|
99% |
535
4.12 IPS |
|
Depth Estimation (Q)
|
64% |
998
9.14 IPS |
|
Style Transfer (SP)
|
89% |
1116
1.45 IPS |
|
Style Transfer (HP)
|
89% |
1118
1.45 IPS |
|
Style Transfer (Q)
|
98% |
2665
3.44 IPS |
|
Image Super-Resolution (SP)
|
100% |
307
11.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
311
11.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
620
23.0 IPS |
|
Text Classification (SP)
|
100% |
207
276.7 IPS |
|
Text Classification (HP)
|
100% |
172
229.4 IPS |
|
Text Classification (Q)
|
88% |
290
391.0 IPS |
|
Machine Translation (SP)
|
100% |
261
4.50 IPS |
|
Machine Translation (HP)
|
100% |
261
4.49 IPS |
|
Machine Translation (Q)
|
50% |
164
5.83 IPS |