Upload Date | December 28 2024 05:00 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM Renoir |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi M2101K9C |
Model ID | Xiaomi M2101K9C |
Motherboard | renoir |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Renoir |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 3 Cores @ 2.21 GHz |
Cluster 3 | 1 Core @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.15 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
450
83.7 IPS |
|
Image Classification (HP)
|
100% |
465
86.5 IPS |
|
Image Classification (Q)
|
100% |
1353
251.5 IPS |
|
Image Segmentation (SP)
|
100% |
518
8.39 IPS |
|
Image Segmentation (HP)
|
100% |
515
8.34 IPS |
|
Image Segmentation (Q)
|
98% |
1591
25.9 IPS |
|
Pose Estimation (SP)
|
100% |
1954
2.28 IPS |
|
Pose Estimation (HP)
|
100% |
1942
2.27 IPS |
|
Pose Estimation (Q)
|
84% |
3479
4.13 IPS |
|
Object Detection (SP)
|
100% |
444
35.2 IPS |
|
Object Detection (HP)
|
100% |
445
35.3 IPS |
|
Object Detection (Q)
|
83% |
1329
107.4 IPS |
|
Face Detection (SP)
|
100% |
1119
13.3 IPS |
|
Face Detection (HP)
|
100% |
1116
13.3 IPS |
|
Face Detection (Q)
|
95% |
3231
38.6 IPS |
|
Depth Estimation (SP)
|
100% |
1560
12.0 IPS |
|
Depth Estimation (HP)
|
99% |
1628
12.5 IPS |
|
Depth Estimation (Q)
|
64% |
3224
29.5 IPS |
|
Style Transfer (SP)
|
89% |
3519
4.57 IPS |
|
Style Transfer (HP)
|
89% |
3546
4.60 IPS |
|
Style Transfer (Q)
|
98% |
8039
10.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
931
34.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
934
34.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
681
25.2 IPS |
|
Text Classification (SP)
|
100% |
176
235.5 IPS |
|
Text Classification (HP)
|
100% |
175
233.2 IPS |
|
Text Classification (Q)
|
88% |
299
402.7 IPS |
|
Machine Translation (SP)
|
100% |
282
4.86 IPS |
|
Machine Translation (HP)
|
100% |
282
4.86 IPS |
|
Machine Translation (Q)
|
50% |
190
6.76 IPS |