Upload Date | December 30 2024 04:58 PM |
Views | 2 |
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% |
594
110.5 IPS |
|
Image Classification (HP)
|
100% |
611
113.6 IPS |
|
Image Classification (Q)
|
100% |
2130
396.2 IPS |
|
Image Segmentation (SP)
|
100% |
760
12.3 IPS |
|
Image Segmentation (HP)
|
100% |
754
12.2 IPS |
|
Image Segmentation (Q)
|
98% |
2397
39.0 IPS |
|
Pose Estimation (SP)
|
100% |
2874
3.35 IPS |
|
Pose Estimation (HP)
|
100% |
2766
3.23 IPS |
|
Pose Estimation (Q)
|
84% |
6236
7.40 IPS |
|
Object Detection (SP)
|
100% |
570
45.2 IPS |
|
Object Detection (HP)
|
100% |
574
45.6 IPS |
|
Object Detection (Q)
|
83% |
1970
159.1 IPS |
|
Face Detection (SP)
|
100% |
1937
23.0 IPS |
|
Face Detection (HP)
|
100% |
1917
22.8 IPS |
|
Face Detection (Q)
|
95% |
4551
54.3 IPS |
|
Depth Estimation (SP)
|
100% |
2569
19.8 IPS |
|
Depth Estimation (HP)
|
99% |
2605
20.1 IPS |
|
Depth Estimation (Q)
|
64% |
5243
48.0 IPS |
|
Style Transfer (SP)
|
89% |
4541
5.89 IPS |
|
Style Transfer (HP)
|
89% |
4564
5.92 IPS |
|
Style Transfer (Q)
|
98% |
13423
17.3 IPS |
|
Image Super-Resolution (SP)
|
100% |
1463
54.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
1439
53.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
3371
124.9 IPS |
|
Text Classification (SP)
|
100% |
623
831.1 IPS |
|
Text Classification (HP)
|
100% |
196
261.6 IPS |
|
Text Classification (Q)
|
88% |
1182
1.59 KIPS |
|
Machine Translation (SP)
|
100% |
971
16.7 IPS |
|
Machine Translation (HP)
|
100% |
980
16.9 IPS |
|
Machine Translation (Q)
|
50% |
213
7.57 IPS |