Upload Date | December 22 2024 06:32 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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 | 7.01 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
372
69.3 IPS |
|
Image Classification (HP)
|
100% |
500
93.1 IPS |
|
Image Classification (Q)
|
97% |
371
69.2 IPS |
|
Image Segmentation (SP)
|
100% |
735
11.9 IPS |
|
Image Segmentation (HP)
|
100% |
1103
17.9 IPS |
|
Image Segmentation (Q)
|
98% |
1151
18.7 IPS |
|
Pose Estimation (SP)
|
100% |
596
0.69 IPS |
|
Pose Estimation (HP)
|
100% |
1098
1.28 IPS |
|
Pose Estimation (Q)
|
95% |
1086
1.27 IPS |
|
Object Detection (SP)
|
100% |
299
23.7 IPS |
|
Object Detection (HP)
|
100% |
504
39.9 IPS |
|
Object Detection (Q)
|
89% |
493
39.5 IPS |
|
Face Detection (SP)
|
100% |
1231
14.6 IPS |
|
Face Detection (HP)
|
100% |
1761
20.9 IPS |
|
Face Detection (Q)
|
97% |
1520
18.1 IPS |
|
Depth Estimation (SP)
|
100% |
904
6.97 IPS |
|
Depth Estimation (HP)
|
99% |
1621
12.5 IPS |
|
Depth Estimation (Q)
|
63% |
1297
12.2 IPS |
|
Style Transfer (SP)
|
100% |
2037
2.62 IPS |
|
Style Transfer (HP)
|
100% |
4339
5.58 IPS |
|
Style Transfer (Q)
|
98% |
4337
5.59 IPS |
|
Image Super-Resolution (SP)
|
100% |
328
12.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
473
17.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
459
17.0 IPS |
|
Text Classification (SP)
|
100% |
174
232.9 IPS |
|
Text Classification (HP)
|
100% |
201
268.5 IPS |
|
Text Classification (Q)
|
91% |
357
479.2 IPS |
|
Machine Translation (SP)
|
100% |
341
5.87 IPS |
|
Machine Translation (HP)
|
100% |
344
5.92 IPS |
|
Machine Translation (Q)
|
57% |
309
7.55 IPS |