Upload Date | September 18 2024 01:24 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 23127PN0CC |
Model ID | Xiaomi 23127PN0CC |
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% |
259
48.2 IPS |
|
Image Classification (HP)
|
100% |
13667
2.54 KIPS |
|
Image Classification (Q)
|
97% |
39960
7.46 KIPS |
|
Image Segmentation (SP)
|
100% |
326
5.29 IPS |
|
Image Segmentation (HP)
|
100% |
9643
156.3 IPS |
|
Image Segmentation (Q)
|
98% |
26227
426.5 IPS |
|
Pose Estimation (SP)
|
100% |
458
0.53 IPS |
|
Pose Estimation (HP)
|
100% |
62647
73.1 IPS |
|
Pose Estimation (Q)
|
98% |
325492
381.0 IPS |
|
Object Detection (SP)
|
100% |
155
12.3 IPS |
|
Object Detection (HP)
|
100% |
11590
919.3 IPS |
|
Object Detection (Q)
|
86% |
15653
1.26 KIPS |
|
Face Detection (SP)
|
100% |
461
5.48 IPS |
|
Face Detection (HP)
|
100% |
26281
312.3 IPS |
|
Face Detection (Q)
|
97% |
109385
1.30 KIPS |
|
Depth Estimation (SP)
|
100% |
369
2.84 IPS |
|
Depth Estimation (HP)
|
99% |
46797
360.5 IPS |
|
Depth Estimation (Q)
|
63% |
96374
902.4 IPS |
|
Style Transfer (SP)
|
100% |
616
0.79 IPS |
|
Style Transfer (HP)
|
24% |
3071
92.9 IPS |
|
Style Transfer (Q)
|
98% |
265945
342.9 IPS |
|
Image Super-Resolution (SP)
|
100% |
156
5.76 IPS |
|
Image Super-Resolution (HP)
|
100% |
32589
1.20 KIPS |
|
Image Super-Resolution (Q)
|
97% |
104993
3.89 KIPS |
|
Text Classification (SP)
|
100% |
189
252.8 IPS |
|
Text Classification (HP)
|
100% |
2847
3.80 KIPS |
|
Text Classification (Q)
|
93% |
6094
8.18 KIPS |
|
Machine Translation (SP)
|
100% |
341
5.87 IPS |
|
Machine Translation (HP)
|
100% |
3171
54.6 IPS |
|
Machine Translation (Q)
|
30% |
243
48.9 IPS |