Upload Date | May 14 2025 06:28 AM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM Qualcomm |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi Redmi K30 Pro |
Model ID | Xiaomi Redmi K30 Pro |
Motherboard | lmi |
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 @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.43 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
449
83.5 IPS |
|
Image Classification (HP)
|
100% |
718
133.4 IPS |
|
Image Classification (Q)
|
97% |
1431
267.0 IPS |
|
Image Segmentation (SP)
|
100% |
631
10.2 IPS |
|
Image Segmentation (HP)
|
100% |
179
2.90 IPS |
|
Image Segmentation (Q)
|
98% |
1287
20.9 IPS |
|
Pose Estimation (SP)
|
100% |
1439
1.68 IPS |
|
Pose Estimation (HP)
|
100% |
5430
6.34 IPS |
|
Pose Estimation (Q)
|
96% |
11586
13.6 IPS |
|
Object Detection (SP)
|
100% |
435
34.5 IPS |
|
Object Detection (HP)
|
100% |
140
11.1 IPS |
|
Object Detection (Q)
|
85% |
1730
139.2 IPS |
|
Face Detection (SP)
|
100% |
1272
15.1 IPS |
|
Face Detection (HP)
|
100% |
354
4.21 IPS |
|
Face Detection (Q)
|
97% |
3560
42.4 IPS |
|
Depth Estimation (SP)
|
99% |
489
3.77 IPS |
|
Depth Estimation (HP)
|
99% |
295
2.27 IPS |
|
Depth Estimation (Q)
|
22% |
260
59.6 IPS |
|
Style Transfer (SP)
|
100% |
744
0.96 IPS |
|
Style Transfer (HP)
|
100% |
492
0.63 IPS |
|
Style Transfer (Q)
|
98% |
3854
4.97 IPS |
|
Image Super-Resolution (SP)
|
100% |
743
27.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
2097
77.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
5271
195.3 IPS |
|
Text Classification (SP)
|
71% |
10
14.5 IPS |
|
Text Classification (HP)
|
100% |
209
278.7 IPS |
|
Text Classification (Q)
|
93% |
157
211.0 IPS |
|
Machine Translation (SP)
|
100% |
274
4.73 IPS |
|
Machine Translation (HP)
|
100% |
343
5.91 IPS |
|
Machine Translation (Q)
|
54% |
235
6.61 IPS |