Upload Date | December 27 2024 12:51 AM |
Views | 8 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 8s Gen 3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Poco F6 |
Model ID | Xiaomi 24069PC21G |
Motherboard | peridot |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.01 GHz |
Memory Information | |
---|---|
Size | 11.06 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1372
255.1 IPS |
|
Image Classification (HP)
|
100% |
613
113.9 IPS |
|
Image Classification (Q)
|
100% |
2340
435.2 IPS |
|
Image Segmentation (SP)
|
100% |
720
11.7 IPS |
|
Image Segmentation (HP)
|
100% |
1401
22.7 IPS |
|
Image Segmentation (Q)
|
98% |
980
15.9 IPS |
|
Pose Estimation (SP)
|
100% |
2896
3.38 IPS |
|
Pose Estimation (HP)
|
100% |
2856
3.33 IPS |
|
Pose Estimation (Q)
|
84% |
5269
6.25 IPS |
|
Object Detection (SP)
|
98% |
584
46.5 IPS |
|
Object Detection (HP)
|
98% |
1269
101.0 IPS |
|
Object Detection (Q)
|
83% |
2125
171.7 IPS |
|
Face Detection (SP)
|
100% |
2661
31.6 IPS |
|
Face Detection (HP)
|
100% |
2651
31.5 IPS |
|
Face Detection (Q)
|
95% |
4574
54.6 IPS |
|
Depth Estimation (SP)
|
99% |
1402
10.8 IPS |
|
Depth Estimation (HP)
|
99% |
1379
10.7 IPS |
|
Depth Estimation (Q)
|
64% |
3488
31.9 IPS |
|
Style Transfer (SP)
|
89% |
7185
9.33 IPS |
|
Style Transfer (HP)
|
89% |
5348
6.94 IPS |
|
Style Transfer (Q)
|
98% |
8682
11.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
884
32.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
684
25.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
1398
51.8 IPS |
|
Text Classification (SP)
|
100% |
313
418.4 IPS |
|
Text Classification (HP)
|
99% |
335
447.7 IPS |
|
Text Classification (Q)
|
88% |
1134
1.53 KIPS |
|
Machine Translation (SP)
|
100% |
1061
18.3 IPS |
|
Machine Translation (HP)
|
100% |
884
15.2 IPS |
|
Machine Translation (Q)
|
50% |
464
16.5 IPS |