User | adhame95 |
Upload Date | August 15 2024 11:44 PM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 23127PN0CG |
Model ID | Xiaomi 23127PN0CG |
Motherboard | houji |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.26 GHz |
Cluster 1 | 2 Cores @ 2.27 GHz |
Cluster 2 | 2 Cores @ 2.96 GHz |
Cluster 3 | 3 Cores @ 3.15 GHz |
Cluster 4 | 1 Core @ 3.30 GHz |
Memory Information | |
---|---|
Size | 10.94 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
140
26.0 IPS |
|
Image Classification (HP)
|
100% |
140
26.0 IPS |
|
Image Classification (Q)
|
97% |
344
64.2 IPS |
|
Image Segmentation (SP)
|
100% |
186
3.01 IPS |
|
Image Segmentation (HP)
|
100% |
187
3.03 IPS |
|
Image Segmentation (Q)
|
98% |
366
5.95 IPS |
|
Pose Estimation (SP)
|
100% |
240
0.28 IPS |
|
Pose Estimation (HP)
|
100% |
239
0.28 IPS |
|
Pose Estimation (Q)
|
98% |
962
1.13 IPS |
|
Object Detection (SP)
|
100% |
131
10.4 IPS |
|
Object Detection (HP)
|
100% |
131
10.4 IPS |
|
Object Detection (Q)
|
89% |
362
29.0 IPS |
|
Face Detection (SP)
|
100% |
390
4.64 IPS |
|
Face Detection (HP)
|
100% |
389
4.62 IPS |
|
Face Detection (Q)
|
97% |
743
8.86 IPS |
|
Depth Estimation (SP)
|
100% |
311
2.40 IPS |
|
Depth Estimation (HP)
|
100% |
312
2.41 IPS |
|
Depth Estimation (Q)
|
73% |
781
6.39 IPS |
|
Style Transfer (SP)
|
100% |
559
0.72 IPS |
|
Style Transfer (HP)
|
100% |
558
0.72 IPS |
|
Style Transfer (Q)
|
98% |
1551
2.00 IPS |
|
Image Super-Resolution (SP)
|
100% |
147
5.44 IPS |
|
Image Super-Resolution (HP)
|
100% |
147
5.42 IPS |
|
Image Super-Resolution (Q)
|
97% |
489
18.1 IPS |
|
Text Classification (SP)
|
100% |
178
238.2 IPS |
|
Text Classification (HP)
|
100% |
182
242.7 IPS |
|
Text Classification (Q)
|
91% |
296
398.3 IPS |
|
Machine Translation (SP)
|
100% |
327
5.64 IPS |
|
Machine Translation (HP)
|
100% |
325
5.60 IPS |
|
Machine Translation (Q)
|
57% |
248
6.06 IPS |