Upload Date | December 22 2024 06:24 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 7+ Gen 2 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Poco F5 |
Model ID | Xiaomi 23049PCD8G |
Motherboard | marble |
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 | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 2.92 GHz |
Memory Information | |
---|---|
Size | 7.01 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
624
116.0 IPS |
|
Image Classification (HP)
|
100% |
621
115.5 IPS |
|
Image Classification (Q)
|
100% |
2241
416.8 IPS |
|
Image Segmentation (SP)
|
100% |
773
12.5 IPS |
|
Image Segmentation (HP)
|
100% |
769
12.5 IPS |
|
Image Segmentation (Q)
|
98% |
2431
39.5 IPS |
|
Pose Estimation (SP)
|
100% |
2786
3.25 IPS |
|
Pose Estimation (HP)
|
100% |
2653
3.10 IPS |
|
Pose Estimation (Q)
|
84% |
5882
6.98 IPS |
|
Object Detection (SP)
|
100% |
541
42.9 IPS |
|
Object Detection (HP)
|
100% |
549
43.5 IPS |
|
Object Detection (Q)
|
83% |
2021
163.2 IPS |
|
Face Detection (SP)
|
100% |
1962
23.3 IPS |
|
Face Detection (HP)
|
100% |
1909
22.7 IPS |
|
Face Detection (Q)
|
95% |
4034
48.2 IPS |
|
Depth Estimation (SP)
|
100% |
2609
20.1 IPS |
|
Depth Estimation (HP)
|
99% |
2164
16.7 IPS |
|
Depth Estimation (Q)
|
64% |
4046
37.1 IPS |
|
Style Transfer (SP)
|
89% |
4075
5.29 IPS |
|
Style Transfer (HP)
|
89% |
3772
4.90 IPS |
|
Style Transfer (Q)
|
98% |
10530
13.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
1214
44.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
1172
43.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
2606
96.6 IPS |
|
Text Classification (SP)
|
100% |
498
665.1 IPS |
|
Text Classification (HP)
|
100% |
454
606.1 IPS |
|
Text Classification (Q)
|
88% |
731
985.6 IPS |
|
Machine Translation (SP)
|
100% |
826
14.2 IPS |
|
Machine Translation (HP)
|
100% |
394
6.79 IPS |
|
Machine Translation (Q)
|
50% |
675
24.0 IPS |