Upload Date | November 20 2024 11:10 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% |
1060
197.1 IPS |
|
Image Classification (HP)
|
100% |
1066
198.3 IPS |
|
Image Classification (Q)
|
100% |
1722
320.2 IPS |
|
Image Segmentation (SP)
|
100% |
1191
19.3 IPS |
|
Image Segmentation (HP)
|
100% |
1214
19.7 IPS |
|
Image Segmentation (Q)
|
98% |
2021
32.9 IPS |
|
Pose Estimation (SP)
|
100% |
2233
2.61 IPS |
|
Pose Estimation (HP)
|
100% |
2080
2.43 IPS |
|
Pose Estimation (Q)
|
84% |
5050
5.99 IPS |
|
Object Detection (SP)
|
98% |
958
76.2 IPS |
|
Object Detection (HP)
|
98% |
937
74.5 IPS |
|
Object Detection (Q)
|
83% |
1597
129.0 IPS |
|
Face Detection (SP)
|
100% |
2065
24.5 IPS |
|
Face Detection (HP)
|
100% |
2070
24.6 IPS |
|
Face Detection (Q)
|
95% |
3711
44.3 IPS |
|
Depth Estimation (SP)
|
99% |
1790
13.8 IPS |
|
Depth Estimation (HP)
|
99% |
1959
15.1 IPS |
|
Depth Estimation (Q)
|
64% |
3914
35.8 IPS |
|
Style Transfer (SP)
|
89% |
5225
6.78 IPS |
|
Style Transfer (HP)
|
89% |
5230
6.79 IPS |
|
Style Transfer (Q)
|
98% |
10605
13.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
923
34.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
942
34.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
2595
96.2 IPS |
|
Text Classification (SP)
|
100% |
521
695.9 IPS |
|
Text Classification (HP)
|
99% |
522
696.1 IPS |
|
Text Classification (Q)
|
88% |
969
1.31 KIPS |
|
Machine Translation (SP)
|
100% |
1103
19.0 IPS |
|
Machine Translation (HP)
|
100% |
1126
19.4 IPS |
|
Machine Translation (Q)
|
50% |
555
19.7 IPS |