Upload Date | January 04 2025 12:35 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM Qualcomm |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi 23043RP34G |
Model ID | Xiaomi 23043RP34G |
Motherboard | kona |
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 | 5.50 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
526
97.8 IPS |
|
Image Classification (HP)
|
100% |
539
100.2 IPS |
|
Image Classification (Q)
|
100% |
1532
285.0 IPS |
|
Image Segmentation (SP)
|
100% |
651
10.6 IPS |
|
Image Segmentation (HP)
|
100% |
641
10.4 IPS |
|
Image Segmentation (Q)
|
98% |
1705
27.7 IPS |
|
Pose Estimation (SP)
|
100% |
2181
2.55 IPS |
|
Pose Estimation (HP)
|
100% |
2110
2.46 IPS |
|
Pose Estimation (Q)
|
84% |
3379
4.01 IPS |
|
Object Detection (SP)
|
100% |
455
36.1 IPS |
|
Object Detection (HP)
|
100% |
456
36.2 IPS |
|
Object Detection (Q)
|
83% |
1329
107.3 IPS |
|
Face Detection (SP)
|
100% |
1561
18.6 IPS |
|
Face Detection (HP)
|
100% |
1567
18.6 IPS |
|
Face Detection (Q)
|
95% |
3219
38.4 IPS |
|
Depth Estimation (SP)
|
100% |
1634
12.6 IPS |
|
Depth Estimation (HP)
|
99% |
1778
13.7 IPS |
|
Depth Estimation (Q)
|
64% |
3222
29.5 IPS |
|
Style Transfer (SP)
|
89% |
3791
4.92 IPS |
|
Style Transfer (HP)
|
89% |
3704
4.81 IPS |
|
Style Transfer (Q)
|
98% |
7565
9.75 IPS |
|
Image Super-Resolution (SP)
|
100% |
1097
40.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
1050
38.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
648
24.0 IPS |
|
Text Classification (SP)
|
100% |
177
235.9 IPS |
|
Text Classification (HP)
|
100% |
177
236.0 IPS |
|
Text Classification (Q)
|
88% |
288
389.0 IPS |
|
Machine Translation (SP)
|
100% |
264
4.54 IPS |
|
Machine Translation (HP)
|
100% |
259
4.47 IPS |
|
Machine Translation (Q)
|
50% |
169
5.98 IPS |