Upload Date | November 19 2024 03:42 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM Qualcomm |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 23043RP34I |
Model ID | Xiaomi 23043RP34I |
Motherboard | pipa |
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 | 7.43 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
513
95.4 IPS |
|
Image Classification (HP)
|
100% |
540
100.4 IPS |
|
Image Classification (Q)
|
100% |
1493
277.7 IPS |
|
Image Segmentation (SP)
|
100% |
632
10.2 IPS |
|
Image Segmentation (HP)
|
100% |
602
9.76 IPS |
|
Image Segmentation (Q)
|
98% |
1658
27.0 IPS |
|
Pose Estimation (SP)
|
100% |
2199
2.57 IPS |
|
Pose Estimation (HP)
|
100% |
2123
2.48 IPS |
|
Pose Estimation (Q)
|
84% |
3222
3.82 IPS |
|
Object Detection (SP)
|
100% |
459
36.4 IPS |
|
Object Detection (HP)
|
100% |
456
36.2 IPS |
|
Object Detection (Q)
|
83% |
1311
105.9 IPS |
|
Face Detection (SP)
|
100% |
1458
17.3 IPS |
|
Face Detection (HP)
|
100% |
1470
17.5 IPS |
|
Face Detection (Q)
|
95% |
3045
36.3 IPS |
|
Depth Estimation (SP)
|
100% |
1584
12.2 IPS |
|
Depth Estimation (HP)
|
99% |
1905
14.7 IPS |
|
Depth Estimation (Q)
|
64% |
2980
27.3 IPS |
|
Style Transfer (SP)
|
89% |
3601
4.67 IPS |
|
Style Transfer (HP)
|
89% |
3540
4.59 IPS |
|
Style Transfer (Q)
|
98% |
7797
10.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
1025
37.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
1028
38.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
1923
71.3 IPS |
|
Text Classification (SP)
|
100% |
170
226.7 IPS |
|
Text Classification (HP)
|
100% |
174
232.6 IPS |
|
Text Classification (Q)
|
88% |
288
388.3 IPS |
|
Machine Translation (SP)
|
100% |
249
4.28 IPS |
|
Machine Translation (HP)
|
100% |
247
4.26 IPS |
|
Machine Translation (Q)
|
50% |
164
5.82 IPS |