Upload Date | September 17 2024 04:03 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% |
696
129.4 IPS |
|
Image Classification (HP)
|
100% |
4493
835.5 IPS |
|
Image Classification (Q)
|
99% |
9334
1.74 KIPS |
|
Image Segmentation (SP)
|
100% |
618
10.0 IPS |
|
Image Segmentation (HP)
|
100% |
4430
71.8 IPS |
|
Image Segmentation (Q)
|
98% |
1722
28.0 IPS |
|
Pose Estimation (SP)
|
100% |
7784
9.08 IPS |
|
Pose Estimation (HP)
|
100% |
16983
19.8 IPS |
|
Pose Estimation (Q)
|
95% |
69171
81.1 IPS |
|
Object Detection (SP)
|
100% |
576
45.7 IPS |
|
Object Detection (HP)
|
100% |
4764
377.9 IPS |
|
Object Detection (Q)
|
86% |
5842
469.9 IPS |
|
Face Detection (SP)
|
100% |
3001
35.7 IPS |
|
Face Detection (HP)
|
100% |
12246
145.5 IPS |
|
Face Detection (Q)
|
97% |
11101
132.4 IPS |
|
Depth Estimation (SP)
|
100% |
1164
8.97 IPS |
|
Depth Estimation (HP)
|
99% |
18326
141.2 IPS |
|
Depth Estimation (Q)
|
62% |
32124
305.0 IPS |
|
Style Transfer (SP)
|
100% |
3154
4.05 IPS |
|
Style Transfer (HP)
|
100% |
986
1.27 IPS |
|
Style Transfer (Q)
|
30% |
618
9.31 IPS |
|
Image Super-Resolution (SP)
|
100% |
2339
86.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
10364
382.7 IPS |
|
Image Super-Resolution (Q)
|
41% |
7988
1.16 KIPS |
|
Text Classification (SP)
|
100% |
120
159.9 IPS |
|
Text Classification (HP)
|
97% |
2257
3.02 KIPS |
|
Text Classification (Q)
|
73% |
2135
3.02 KIPS |
|
Machine Translation (SP)
|
100% |
494
8.50 IPS |
|
Machine Translation (HP)
|
100% |
2480
42.7 IPS |
|
Machine Translation (Q)
|
60% |
566
12.8 IPS |