| Upload Date | December 30 2024 05:32 AM |
| Views | 10 |
| 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% |
1400
260.4 IPS |
|
|
Image Classification (HP)
|
100% |
1417
263.6 IPS |
|
|
Image Classification (Q)
|
100% |
1907
354.7 IPS |
|
|
Image Segmentation (SP)
|
100% |
1488
24.1 IPS |
|
|
Image Segmentation (HP)
|
100% |
1406
22.8 IPS |
|
|
Image Segmentation (Q)
|
98% |
2356
38.3 IPS |
|
|
Pose Estimation (SP)
|
100% |
2003
2.34 IPS |
|
|
Pose Estimation (HP)
|
100% |
2826
3.30 IPS |
|
|
Pose Estimation (Q)
|
84% |
5157
6.12 IPS |
|
|
Object Detection (SP)
|
98% |
1326
105.6 IPS |
|
|
Object Detection (HP)
|
98% |
1454
115.7 IPS |
|
|
Object Detection (Q)
|
83% |
1012
81.7 IPS |
|
|
Face Detection (SP)
|
100% |
2639
31.4 IPS |
|
|
Face Detection (HP)
|
100% |
2392
28.4 IPS |
|
|
Face Detection (Q)
|
95% |
2048
24.5 IPS |
|
|
Depth Estimation (SP)
|
99% |
2474
19.1 IPS |
|
|
Depth Estimation (HP)
|
99% |
1180
9.11 IPS |
|
|
Depth Estimation (Q)
|
64% |
1845
16.9 IPS |
|
|
Style Transfer (SP)
|
89% |
7205
9.35 IPS |
|
|
Style Transfer (HP)
|
89% |
4477
5.81 IPS |
|
|
Style Transfer (Q)
|
98% |
5385
6.94 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1415
52.3 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
707
26.1 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
1352
50.1 IPS |
|
|
Text Classification (SP)
|
100% |
291
389.0 IPS |
|
|
Text Classification (HP)
|
99% |
663
884.5 IPS |
|
|
Text Classification (Q)
|
88% |
530
715.2 IPS |
|
|
Machine Translation (SP)
|
100% |
1196
20.6 IPS |
|
|
Machine Translation (HP)
|
100% |
1096
18.9 IPS |
|
|
Machine Translation (Q)
|
50% |
517
18.3 IPS |