Upload Date | November 24 2024 08:29 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2311DRK48G |
Model ID | Xiaomi 2311DRK48G |
Motherboard | duchamp |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3405 revision 0 |
Base Frequency | 2.20 GHz |
Cluster 1 | 4 Cores @ 2.20 GHz |
Cluster 2 | 3 Cores @ 3.20 GHz |
Cluster 3 | 1 Core @ 3.35 GHz |
Memory Information | |
---|---|
Size | 7.17 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1557
289.6 IPS |
|
Image Classification (HP)
|
100% |
1482
275.6 IPS |
|
Image Classification (Q)
|
100% |
2688
499.8 IPS |
|
Image Segmentation (SP)
|
100% |
1596
25.9 IPS |
|
Image Segmentation (HP)
|
100% |
1591
25.8 IPS |
|
Image Segmentation (Q)
|
98% |
2895
47.1 IPS |
|
Pose Estimation (SP)
|
100% |
2829
3.30 IPS |
|
Pose Estimation (HP)
|
100% |
2734
3.19 IPS |
|
Pose Estimation (Q)
|
84% |
6608
7.84 IPS |
|
Object Detection (SP)
|
98% |
1338
106.5 IPS |
|
Object Detection (HP)
|
98% |
1338
106.5 IPS |
|
Object Detection (Q)
|
83% |
2194
177.2 IPS |
|
Face Detection (SP)
|
100% |
2708
32.2 IPS |
|
Face Detection (HP)
|
100% |
2754
32.7 IPS |
|
Face Detection (Q)
|
95% |
5074
60.6 IPS |
|
Depth Estimation (SP)
|
99% |
2521
19.5 IPS |
|
Depth Estimation (HP)
|
99% |
2451
18.9 IPS |
|
Depth Estimation (Q)
|
64% |
5342
48.9 IPS |
|
Style Transfer (SP)
|
89% |
6972
9.05 IPS |
|
Style Transfer (HP)
|
89% |
6905
8.96 IPS |
|
Style Transfer (Q)
|
98% |
14025
18.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
1293
47.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
1360
50.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
3414
126.5 IPS |
|
Text Classification (SP)
|
100% |
736
982.7 IPS |
|
Text Classification (HP)
|
99% |
729
973.5 IPS |
|
Text Classification (Q)
|
88% |
1368
1.85 KIPS |
|
Machine Translation (SP)
|
100% |
1540
26.5 IPS |
|
Machine Translation (HP)
|
100% |
1536
26.5 IPS |
|
Machine Translation (Q)
|
50% |
783
27.8 IPS |