Upload Date | November 18 2024 10:11 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% |
1513
281.4 IPS |
|
Image Classification (HP)
|
100% |
1499
278.7 IPS |
|
Image Classification (Q)
|
100% |
2719
505.7 IPS |
|
Image Segmentation (SP)
|
100% |
1561
25.3 IPS |
|
Image Segmentation (HP)
|
100% |
1589
25.8 IPS |
|
Image Segmentation (Q)
|
98% |
2881
46.9 IPS |
|
Pose Estimation (SP)
|
100% |
2854
3.33 IPS |
|
Pose Estimation (HP)
|
100% |
2755
3.21 IPS |
|
Pose Estimation (Q)
|
84% |
6757
8.01 IPS |
|
Object Detection (SP)
|
98% |
1309
104.2 IPS |
|
Object Detection (HP)
|
98% |
1314
104.6 IPS |
|
Object Detection (Q)
|
83% |
2208
178.3 IPS |
|
Face Detection (SP)
|
100% |
2700
32.1 IPS |
|
Face Detection (HP)
|
100% |
2741
32.6 IPS |
|
Face Detection (Q)
|
95% |
5070
60.5 IPS |
|
Depth Estimation (SP)
|
99% |
2574
19.9 IPS |
|
Depth Estimation (HP)
|
99% |
2678
20.7 IPS |
|
Depth Estimation (Q)
|
64% |
5282
48.4 IPS |
|
Style Transfer (SP)
|
89% |
7014
9.11 IPS |
|
Style Transfer (HP)
|
89% |
6937
9.00 IPS |
|
Style Transfer (Q)
|
98% |
14052
18.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
1272
47.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
1346
49.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
3458
128.1 IPS |
|
Text Classification (SP)
|
100% |
731
975.9 IPS |
|
Text Classification (HP)
|
99% |
730
975.0 IPS |
|
Text Classification (Q)
|
88% |
1359
1.83 KIPS |
|
Machine Translation (SP)
|
100% |
1587
27.3 IPS |
|
Machine Translation (HP)
|
100% |
1592
27.4 IPS |
|
Machine Translation (Q)
|
50% |
783
27.8 IPS |