Upload Date | June 29 2025 05:11 PM |
Views | 6 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 870 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Poco F4 |
Model ID | Xiaomi 22021211RG |
Motherboard | munch |
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 | 5.48 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
491
91.3 IPS |
|
Image Classification (HP)
|
100% |
509
94.7 IPS |
|
Image Classification (Q)
|
100% |
1391
258.7 IPS |
|
Image Segmentation (SP)
|
100% |
618
10.0 IPS |
|
Image Segmentation (HP)
|
100% |
621
10.1 IPS |
|
Image Segmentation (Q)
|
98% |
1579
25.7 IPS |
|
Pose Estimation (SP)
|
100% |
2314
2.70 IPS |
|
Pose Estimation (HP)
|
100% |
2265
2.64 IPS |
|
Pose Estimation (Q)
|
84% |
3541
4.20 IPS |
|
Object Detection (SP)
|
100% |
485
38.5 IPS |
|
Object Detection (HP)
|
100% |
490
38.8 IPS |
|
Object Detection (Q)
|
83% |
1313
106.1 IPS |
|
Face Detection (SP)
|
100% |
1595
19.0 IPS |
|
Face Detection (HP)
|
100% |
1588
18.9 IPS |
|
Face Detection (Q)
|
95% |
3193
38.1 IPS |
|
Depth Estimation (SP)
|
100% |
1545
11.9 IPS |
|
Depth Estimation (HP)
|
99% |
1884
14.5 IPS |
|
Depth Estimation (Q)
|
64% |
3223
29.5 IPS |
|
Style Transfer (SP)
|
89% |
4116
5.34 IPS |
|
Style Transfer (HP)
|
89% |
4101
5.32 IPS |
|
Style Transfer (Q)
|
98% |
8244
10.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
1080
39.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
1088
40.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
1930
71.5 IPS |
|
Text Classification (SP)
|
100% |
540
720.8 IPS |
|
Text Classification (HP)
|
100% |
538
718.4 IPS |
|
Text Classification (Q)
|
88% |
910
1.23 KIPS |
|
Machine Translation (SP)
|
100% |
854
14.7 IPS |
|
Machine Translation (HP)
|
100% |
817
14.1 IPS |
|
Machine Translation (Q)
|
50% |
529
18.8 IPS |