Upload Date | January 04 2025 05:25 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Snapdragon 660 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi Mi A2 |
Model ID | Xiaomi Mi A2 |
Motherboard | sdm660 |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.84 GHz |
Cluster 1 | 4 Cores @ 1.84 GHz |
Cluster 2 | 4 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 3.59 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
47
8.73 IPS |
|
Image Classification (HP)
|
100% |
78
14.5 IPS |
|
Image Classification (Q)
|
97% |
78
14.6 IPS |
|
Image Segmentation (SP)
|
100% |
77
1.26 IPS |
|
Image Segmentation (HP)
|
100% |
96
1.56 IPS |
|
Image Segmentation (Q)
|
98% |
99
1.61 IPS |
|
Pose Estimation (SP)
|
100% |
67
0.08 IPS |
|
Pose Estimation (HP)
|
100% |
126
0.15 IPS |
|
Pose Estimation (Q)
|
95% |
125
0.15 IPS |
|
Object Detection (SP)
|
100% |
37
2.96 IPS |
|
Object Detection (HP)
|
100% |
66
5.24 IPS |
|
Object Detection (Q)
|
89% |
67
5.34 IPS |
|
Face Detection (SP)
|
100% |
153
1.82 IPS |
|
Face Detection (HP)
|
100% |
213
2.53 IPS |
|
Face Detection (Q)
|
97% |
212
2.53 IPS |
|
Depth Estimation (SP)
|
100% |
104
0.80 IPS |
|
Depth Estimation (HP)
|
99% |
171
1.32 IPS |
|
Depth Estimation (Q)
|
62% |
139
1.32 IPS |
|
Style Transfer (SP)
|
100% |
209
0.27 IPS |
|
Style Transfer (HP)
|
100% |
346
0.44 IPS |
|
Style Transfer (Q)
|
98% |
343
0.44 IPS |
|
Image Super-Resolution (SP)
|
100% |
45
1.66 IPS |
|
Image Super-Resolution (HP)
|
100% |
81
2.97 IPS |
|
Image Super-Resolution (Q)
|
97% |
82
3.02 IPS |
|
Text Classification (SP)
|
100% |
63
83.7 IPS |
|
Text Classification (HP)
|
100% |
63
83.7 IPS |
|
Text Classification (Q)
|
91% |
82
110.9 IPS |
|
Machine Translation (SP)
|
100% |
109
1.87 IPS |
|
Machine Translation (HP)
|
100% |
109
1.88 IPS |
|
Machine Translation (Q)
|
57% |
78
1.91 IPS |