User | LiBoHanse |
Upload Date | August 16 2024 05:33 PM |
Views | 23 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 870 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi Redmi K40 |
Model ID | Xiaomi M2012K11AC |
Motherboard | alioth |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 11.23 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
165
30.6 IPS |
|
Image Classification (HP)
|
100% |
166
30.9 IPS |
|
Image Classification (Q)
|
97% |
432
80.6 IPS |
|
Image Segmentation (SP)
|
100% |
215
3.48 IPS |
|
Image Segmentation (HP)
|
100% |
216
3.50 IPS |
|
Image Segmentation (Q)
|
98% |
442
7.19 IPS |
|
Pose Estimation (SP)
|
100% |
289
0.34 IPS |
|
Pose Estimation (HP)
|
100% |
284
0.33 IPS |
|
Pose Estimation (Q)
|
98% |
992
1.16 IPS |
|
Object Detection (SP)
|
100% |
163
13.0 IPS |
|
Object Detection (HP)
|
100% |
152
12.1 IPS |
|
Object Detection (Q)
|
89% |
472
37.8 IPS |
|
Face Detection (SP)
|
100% |
376
4.47 IPS |
|
Face Detection (HP)
|
100% |
329
3.91 IPS |
|
Face Detection (Q)
|
97% |
722
8.61 IPS |
|
Depth Estimation (SP)
|
100% |
269
2.07 IPS |
|
Depth Estimation (HP)
|
100% |
270
2.08 IPS |
|
Depth Estimation (Q)
|
73% |
715
5.85 IPS |
|
Style Transfer (SP)
|
100% |
450
0.58 IPS |
|
Style Transfer (HP)
|
100% |
450
0.58 IPS |
|
Style Transfer (Q)
|
98% |
1310
1.69 IPS |
|
Image Super-Resolution (SP)
|
100% |
132
4.86 IPS |
|
Image Super-Resolution (HP)
|
100% |
132
4.86 IPS |
|
Image Super-Resolution (Q)
|
97% |
491
18.2 IPS |
|
Text Classification (SP)
|
100% |
196
261.8 IPS |
|
Text Classification (HP)
|
100% |
195
260.9 IPS |
|
Text Classification (Q)
|
91% |
334
449.5 IPS |
|
Machine Translation (SP)
|
100% |
314
5.41 IPS |
|
Machine Translation (HP)
|
100% |
317
5.46 IPS |
|
Machine Translation (Q)
|
57% |
277
6.76 IPS |