Upload Date | November 17 2024 07:23 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2210129SG |
Model ID | Xiaomi 2210129SG |
Motherboard | ziyi |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3399 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.36 GHz |
Cluster 3 | 1 Core @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.09 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
383
71.2 IPS |
|
Image Classification (HP)
|
100% |
417
77.6 IPS |
|
Image Classification (Q)
|
100% |
1645
306.0 IPS |
|
Image Segmentation (SP)
|
100% |
496
8.04 IPS |
|
Image Segmentation (HP)
|
100% |
497
8.05 IPS |
|
Image Segmentation (Q)
|
98% |
1821
29.6 IPS |
|
Pose Estimation (SP)
|
100% |
1858
2.17 IPS |
|
Pose Estimation (HP)
|
100% |
1868
2.18 IPS |
|
Pose Estimation (Q)
|
84% |
4943
5.86 IPS |
|
Object Detection (SP)
|
100% |
382
30.3 IPS |
|
Object Detection (HP)
|
100% |
372
29.5 IPS |
|
Object Detection (Q)
|
83% |
1387
112.0 IPS |
|
Face Detection (SP)
|
100% |
976
11.6 IPS |
|
Face Detection (HP)
|
100% |
977
11.6 IPS |
|
Face Detection (Q)
|
95% |
3255
38.9 IPS |
|
Depth Estimation (SP)
|
100% |
1414
10.9 IPS |
|
Depth Estimation (HP)
|
99% |
1407
10.8 IPS |
|
Depth Estimation (Q)
|
64% |
3622
33.2 IPS |
|
Style Transfer (SP)
|
89% |
2975
3.86 IPS |
|
Style Transfer (HP)
|
89% |
2981
3.87 IPS |
|
Style Transfer (Q)
|
98% |
9304
12.0 IPS |
|
Image Super-Resolution (SP)
|
100% |
768
28.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
755
27.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
2288
84.8 IPS |
|
Text Classification (SP)
|
100% |
417
556.7 IPS |
|
Text Classification (HP)
|
100% |
414
552.5 IPS |
|
Text Classification (Q)
|
88% |
853
1.15 KIPS |
|
Machine Translation (SP)
|
100% |
646
11.1 IPS |
|
Machine Translation (HP)
|
100% |
640
11.0 IPS |
|
Machine Translation (Q)
|
50% |
445
15.8 IPS |