Upload Date | November 19 2024 09:39 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2407FPN8EG |
Model ID | Xiaomi 2407FPN8EG |
Motherboard | rothko |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.85 GHz |
Cluster 3 | 1 Core @ 3.40 GHz |
Memory Information | |
---|---|
Size | 10.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
680
126.5 IPS |
|
Image Classification (HP)
|
100% |
4483
833.8 IPS |
|
Image Classification (Q)
|
99% |
9350
1.74 KIPS |
|
Image Segmentation (SP)
|
100% |
614
9.95 IPS |
|
Image Segmentation (HP)
|
100% |
4353
70.6 IPS |
|
Image Segmentation (Q)
|
98% |
1708
27.8 IPS |
|
Pose Estimation (SP)
|
100% |
7710
9.00 IPS |
|
Pose Estimation (HP)
|
100% |
17123
20.0 IPS |
|
Pose Estimation (Q)
|
95% |
69468
81.4 IPS |
|
Object Detection (SP)
|
100% |
571
45.3 IPS |
|
Object Detection (HP)
|
100% |
4759
377.5 IPS |
|
Object Detection (Q)
|
86% |
5869
472.1 IPS |
|
Face Detection (SP)
|
100% |
2992
35.6 IPS |
|
Face Detection (HP)
|
100% |
12190
144.8 IPS |
|
Face Detection (Q)
|
97% |
11140
132.9 IPS |
|
Depth Estimation (SP)
|
100% |
1125
8.66 IPS |
|
Depth Estimation (HP)
|
99% |
18465
142.3 IPS |
|
Depth Estimation (Q)
|
62% |
32262
306.4 IPS |
|
Style Transfer (SP)
|
100% |
3071
3.95 IPS |
|
Style Transfer (HP)
|
100% |
968
1.24 IPS |
|
Style Transfer (Q)
|
30% |
583
8.79 IPS |
|
Image Super-Resolution (SP)
|
100% |
2364
87.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
10288
379.9 IPS |
|
Image Super-Resolution (Q)
|
41% |
7796
1.14 KIPS |
|
Text Classification (SP)
|
100% |
115
153.3 IPS |
|
Text Classification (HP)
|
97% |
2110
2.83 KIPS |
|
Text Classification (Q)
|
73% |
1982
2.81 KIPS |
|
Machine Translation (SP)
|
100% |
446
7.68 IPS |
|
Machine Translation (HP)
|
100% |
2049
35.3 IPS |
|
Machine Translation (Q)
|
60% |
458
10.3 IPS |