Upload Date | December 28 2024 06:56 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
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% |
32
6.02 IPS |
|
Image Classification (HP)
|
100% |
33
6.14 IPS |
|
Image Classification (Q)
|
99% |
5078
947.1 IPS |
|
Image Segmentation (SP)
|
100% |
43
0.70 IPS |
|
Image Segmentation (HP)
|
100% |
43
0.70 IPS |
|
Image Segmentation (Q)
|
98% |
5491
89.3 IPS |
|
Pose Estimation (SP)
|
100% |
58
0.07 IPS |
|
Pose Estimation (HP)
|
100% |
58
0.07 IPS |
|
Pose Estimation (Q)
|
94% |
31350
36.8 IPS |
|
Object Detection (SP)
|
100% |
34
2.67 IPS |
|
Object Detection (HP)
|
100% |
34
2.67 IPS |
|
Object Detection (Q)
|
88% |
2916
233.6 IPS |
|
Face Detection (SP)
|
100% |
78
0.93 IPS |
|
Face Detection (HP)
|
100% |
79
0.94 IPS |
|
Face Detection (Q)
|
97% |
11557
137.8 IPS |
|
Depth Estimation (SP)
|
100% |
74
0.57 IPS |
|
Depth Estimation (HP)
|
99% |
74
0.57 IPS |
|
Depth Estimation (Q)
|
64% |
16455
151.5 IPS |
|
Style Transfer (SP)
|
100% |
142
0.18 IPS |
|
Style Transfer (HP)
|
100% |
142
0.18 IPS |
|
Style Transfer (Q)
|
98% |
61140
78.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
41
1.51 IPS |
|
Image Super-Resolution (HP)
|
100% |
41
1.51 IPS |
|
Image Super-Resolution (Q)
|
97% |
13577
503.1 IPS |
|
Text Classification (SP)
|
100% |
57
76.0 IPS |
|
Text Classification (HP)
|
100% |
56
74.5 IPS |
|
Text Classification (Q)
|
94% |
1585
2.13 KIPS |
|
Machine Translation (SP)
|
100% |
89
1.53 IPS |
|
Machine Translation (HP)
|
100% |
89
1.53 IPS |
|
Machine Translation (Q)
|
37% |
91
9.14 IPS |