Upload Date | September 14 2024 05:33 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Qualcomm |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 21051182G |
Model ID | Xiaomi 21051182G |
Motherboard | nabu |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
---|---|
Size | 5.37 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
170
31.7 IPS |
|
Image Classification (HP)
|
100% |
151
28.1 IPS |
|
Image Classification (Q)
|
100% |
459
85.3 IPS |
|
Image Segmentation (SP)
|
100% |
173
2.81 IPS |
|
Image Segmentation (HP)
|
100% |
182
2.95 IPS |
|
Image Segmentation (Q)
|
98% |
504
8.20 IPS |
|
Pose Estimation (SP)
|
100% |
636
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
636
0.74 IPS |
|
Pose Estimation (Q)
|
84% |
1165
1.38 IPS |
|
Object Detection (SP)
|
100% |
150
11.9 IPS |
|
Object Detection (HP)
|
100% |
150
11.9 IPS |
|
Object Detection (Q)
|
83% |
398
32.1 IPS |
|
Face Detection (SP)
|
100% |
356
4.23 IPS |
|
Face Detection (HP)
|
100% |
364
4.33 IPS |
|
Face Detection (Q)
|
95% |
811
9.68 IPS |
|
Depth Estimation (SP)
|
100% |
510
3.93 IPS |
|
Depth Estimation (HP)
|
99% |
507
3.91 IPS |
|
Depth Estimation (Q)
|
64% |
1002
9.17 IPS |
|
Style Transfer (SP)
|
89% |
1119
1.45 IPS |
|
Style Transfer (HP)
|
89% |
1129
1.47 IPS |
|
Style Transfer (Q)
|
98% |
2465
3.18 IPS |
|
Image Super-Resolution (SP)
|
100% |
295
10.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
299
11.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
624
23.1 IPS |
|
Text Classification (SP)
|
100% |
162
215.8 IPS |
|
Text Classification (HP)
|
100% |
161
214.4 IPS |
|
Text Classification (Q)
|
88% |
274
370.2 IPS |
|
Machine Translation (SP)
|
100% |
268
4.62 IPS |
|
Machine Translation (HP)
|
100% |
265
4.56 IPS |
|
Machine Translation (Q)
|
50% |
168
5.97 IPS |