Upload Date | December 02 2024 08:06 AM |
Views | 14 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 8s Gen 3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Poco F6 |
Model ID | Xiaomi 24069PC21G |
Motherboard | peridot |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.01 GHz |
Memory Information | |
---|---|
Size | 11.06 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1470
273.4 IPS |
|
Image Classification (HP)
|
100% |
1469
273.2 IPS |
|
Image Classification (Q)
|
100% |
1587
295.1 IPS |
|
Image Segmentation (SP)
|
100% |
1562
25.3 IPS |
|
Image Segmentation (HP)
|
100% |
601
9.74 IPS |
|
Image Segmentation (Q)
|
98% |
2497
40.6 IPS |
|
Pose Estimation (SP)
|
100% |
3144
3.67 IPS |
|
Pose Estimation (HP)
|
100% |
3051
3.56 IPS |
|
Pose Estimation (Q)
|
84% |
6943
8.23 IPS |
|
Object Detection (SP)
|
98% |
664
52.8 IPS |
|
Object Detection (HP)
|
98% |
1399
111.3 IPS |
|
Object Detection (Q)
|
83% |
2015
162.8 IPS |
|
Face Detection (SP)
|
100% |
2676
31.8 IPS |
|
Face Detection (HP)
|
100% |
970
11.5 IPS |
|
Face Detection (Q)
|
95% |
2378
28.4 IPS |
|
Depth Estimation (SP)
|
99% |
3060
23.6 IPS |
|
Depth Estimation (HP)
|
99% |
2920
22.6 IPS |
|
Depth Estimation (Q)
|
64% |
3138
28.7 IPS |
|
Style Transfer (SP)
|
89% |
7482
9.71 IPS |
|
Style Transfer (HP)
|
89% |
5584
7.25 IPS |
|
Style Transfer (Q)
|
98% |
11234
14.5 IPS |
|
Image Super-Resolution (SP)
|
100% |
860
31.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
1489
55.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
1494
55.4 IPS |
|
Text Classification (SP)
|
100% |
403
538.2 IPS |
|
Text Classification (HP)
|
99% |
301
401.1 IPS |
|
Text Classification (Q)
|
88% |
706
952.0 IPS |
|
Machine Translation (SP)
|
100% |
1248
21.5 IPS |
|
Machine Translation (HP)
|
100% |
1231
21.2 IPS |
|
Machine Translation (Q)
|
50% |
698
24.8 IPS |