User | funskeen |
Upload Date | February 18 2025 04:31 PM |
Views | 8 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Snapdragon 860 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi Poco X3 Pro |
Model ID | Xiaomi M2102J20SG |
Motherboard | vayu |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
---|---|
Size | 5.37 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
234
43.5 IPS |
|
Image Classification (HP)
|
100% |
403
75.0 IPS |
|
Image Classification (Q)
|
97% |
410
76.5 IPS |
|
Image Segmentation (SP)
|
100% |
333
5.39 IPS |
|
Image Segmentation (HP)
|
100% |
646
10.5 IPS |
|
Image Segmentation (Q)
|
98% |
645
10.5 IPS |
|
Pose Estimation (SP)
|
100% |
465
0.54 IPS |
|
Pose Estimation (HP)
|
100% |
371
0.43 IPS |
|
Pose Estimation (Q)
|
95% |
369
0.43 IPS |
|
Object Detection (SP)
|
100% |
212
16.8 IPS |
|
Object Detection (HP)
|
100% |
315
24.9 IPS |
|
Object Detection (Q)
|
89% |
356
28.5 IPS |
|
Face Detection (SP)
|
100% |
568
6.74 IPS |
|
Face Detection (HP)
|
100% |
1214
14.4 IPS |
|
Face Detection (Q)
|
97% |
1316
15.7 IPS |
|
Depth Estimation (SP)
|
100% |
530
4.08 IPS |
|
Depth Estimation (HP)
|
99% |
1045
8.07 IPS |
|
Depth Estimation (Q)
|
62% |
854
8.08 IPS |
|
Style Transfer (SP)
|
100% |
1124
1.44 IPS |
|
Style Transfer (HP)
|
100% |
2686
3.45 IPS |
|
Style Transfer (Q)
|
98% |
2673
3.45 IPS |
|
Image Super-Resolution (SP)
|
100% |
286
10.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
587
21.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
570
21.1 IPS |
|
Text Classification (SP)
|
100% |
120
159.9 IPS |
|
Text Classification (HP)
|
100% |
134
178.5 IPS |
|
Text Classification (Q)
|
91% |
212
284.8 IPS |
|
Machine Translation (SP)
|
100% |
238
4.10 IPS |
|
Machine Translation (HP)
|
100% |
240
4.13 IPS |
|
Machine Translation (Q)
|
57% |
288
7.04 IPS |