Upload Date | January 04 2025 10:55 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Qualcomm |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi M2002J9G |
Model ID | Xiaomi M2002J9G |
Motherboard | monet |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 14 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 1 Core @ 2.21 GHz |
Cluster 3 | 1 Core @ 2.40 GHz |
Memory Information | |
---|---|
Size | 5.30 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
263
48.9 IPS |
|
Image Classification (HP)
|
100% |
261
48.5 IPS |
|
Image Classification (Q)
|
100% |
686
127.6 IPS |
|
Image Segmentation (SP)
|
100% |
311
5.05 IPS |
|
Image Segmentation (HP)
|
100% |
314
5.10 IPS |
|
Image Segmentation (Q)
|
98% |
762
12.4 IPS |
|
Pose Estimation (SP)
|
100% |
1194
1.39 IPS |
|
Pose Estimation (HP)
|
100% |
1183
1.38 IPS |
|
Pose Estimation (Q)
|
84% |
1694
2.01 IPS |
|
Object Detection (SP)
|
100% |
252
20.0 IPS |
|
Object Detection (HP)
|
100% |
199
15.8 IPS |
|
Object Detection (Q)
|
83% |
691
55.8 IPS |
|
Face Detection (SP)
|
100% |
765
9.09 IPS |
|
Face Detection (HP)
|
100% |
769
9.14 IPS |
|
Face Detection (Q)
|
95% |
1556
18.6 IPS |
|
Depth Estimation (SP)
|
100% |
908
7.00 IPS |
|
Depth Estimation (HP)
|
99% |
1019
7.85 IPS |
|
Depth Estimation (Q)
|
64% |
1539
14.1 IPS |
|
Style Transfer (SP)
|
89% |
1903
2.47 IPS |
|
Style Transfer (HP)
|
89% |
1901
2.47 IPS |
|
Style Transfer (Q)
|
98% |
3877
5.00 IPS |
|
Image Super-Resolution (SP)
|
100% |
555
20.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
561
20.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
963
35.7 IPS |
|
Text Classification (SP)
|
100% |
292
389.8 IPS |
|
Text Classification (HP)
|
100% |
283
377.8 IPS |
|
Text Classification (Q)
|
88% |
564
761.2 IPS |
|
Machine Translation (SP)
|
100% |
500
8.62 IPS |
|
Machine Translation (HP)
|
100% |
498
8.58 IPS |
|
Machine Translation (Q)
|
50% |
353
12.5 IPS |