| User | oscarbg81 | 
| Upload Date | December 07 2024 06:10 AM | 
| Views | 22 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | QNN | 
| Device | Qualcomm Snapdragon 7+ Gen 2 | 
| System Information | |
|---|---|
| Operating System | Android 14 | 
| Model | Xiaomi Poco F5 | 
| Model ID | Xiaomi 23049PCD8G | 
| Motherboard | marble | 
| Governor | walt | 
| CPU Information | |
|---|---|
| Name | ARM ARMv8 | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 | 
| Base Frequency | 1.80 GHz | 
| Cluster 1 | 4 Cores @ 1.80 GHz | 
| Cluster 2 | 3 Cores @ 2.50 GHz | 
| Cluster 3 | 1 Core @ 2.92 GHz | 
| Memory Information | |
|---|---|
| Size | 10.90 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
138
 25.7 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
139
 25.8 IPS  | 
|
| 
Image Classification (Q)
 | 
99% | 
18905
 3.53 KIPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
181
 2.93 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
182
 2.96 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
15800
 256.9 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
248
 0.29 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
246
 0.29 IPS  | 
|
| 
Pose Estimation (Q)
 | 
94% | 
149572
 175.4 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
138
 10.9 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
139
 11.0 IPS  | 
|
| 
Object Detection (Q)
 | 
88% | 
10413
 834.1 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
366
 4.34 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
368
 4.37 IPS  | 
|
| 
Face Detection (Q)
 | 
97% | 
56172
 669.8 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
316
 2.43 IPS  | 
|
| 
Depth Estimation (HP)
 | 
99% | 
317
 2.44 IPS  | 
|
| 
Depth Estimation (Q)
 | 
64% | 
51927
 478.1 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
563
 0.72 IPS  | 
|
| 
Style Transfer (HP)
 | 
100% | 
563
 0.72 IPS  | 
|
| 
Style Transfer (Q)
 | 
98% | 
130288
 168.0 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
156
 5.77 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
157
 5.79 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
97% | 
52491
 1.95 KIPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
200
 267.1 IPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
201
 267.9 IPS  | 
|
| 
Text Classification (Q)
 | 
94% | 
3681
 4.94 KIPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
344
 5.93 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
344
 5.92 IPS  | 
|
| 
Machine Translation (Q)
 | 
37% | 
321
 32.3 IPS  |