| User | Vaitek | 
| Upload Date | August 18 2024 05:47 AM | 
| Views | 15 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | CPU | 
| Device | ARM Qualcomm | 
| System Information | |
|---|---|
| Operating System | Android 14 | 
| Model | Xiaomi 23043RP34G | 
| Model ID | Xiaomi 23043RP34G | 
| Motherboard | pipa | 
| 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 | 7.43 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
152
 28.2 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
173
 32.1 IPS  | 
|
| 
Image Classification (Q)
 | 
100% | 
460
 85.5 IPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
520
 8.43 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
388
 6.29 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
1458
 23.7 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
1821
 2.12 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
1923
 2.24 IPS  | 
|
| 
Pose Estimation (Q)
 | 
84% | 
3121
 3.70 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
437
 34.7 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
458
 36.3 IPS  | 
|
| 
Object Detection (Q)
 | 
87% | 
1365
 109.6 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
1562
 18.6 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
1538
 18.3 IPS  | 
|
| 
Face Detection (Q)
 | 
95% | 
3211
 38.3 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
1625
 12.5 IPS  | 
|
| 
Depth Estimation (HP)
 | 
100% | 
1604
 12.4 IPS  | 
|
| 
Depth Estimation (Q)
 | 
75% | 
3516
 28.5 IPS  | 
|
| 
Style Transfer (SP)
 | 
89% | 
3907
 5.07 IPS  | 
|
| 
Style Transfer (HP)
 | 
89% | 
3712
 4.82 IPS  | 
|
| 
Style Transfer (Q)
 | 
98% | 
6847
 8.83 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
1042
 38.5 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
294
 10.9 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
97% | 
652
 24.2 IPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
176
 235.0 IPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
173
 231.5 IPS  | 
|
| 
Text Classification (Q)
 | 
88% | 
287
 387.2 IPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
262
 4.52 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
259
 4.46 IPS  | 
|
| 
Machine Translation (Q)
 | 
50% | 
174
 6.19 IPS  |