Upload Date | December 20 2024 08:58 AM |
Views | 6 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | asus ASUSAI2501C |
Model ID | asus ASUSAI2501C |
Motherboard | sun |
Governor | walt |
CPU Information | |
---|---|
Name | Qualcomm ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 3 part 1 revision 4 |
Base Frequency | 3.53 GHz |
Cluster 1 | 6 Cores @ 3.53 GHz |
Cluster 2 | 2 Cores @ 4.32 GHz |
Memory Information | |
---|---|
Size | 22.51 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
461
85.7 IPS |
|
Image Classification (HP)
|
100% |
21524
4.00 KIPS |
|
Image Classification (Q)
|
97% |
50093
9.35 KIPS |
|
Image Segmentation (SP)
|
100% |
591
9.57 IPS |
|
Image Segmentation (HP)
|
100% |
14746
239.0 IPS |
|
Image Segmentation (Q)
|
98% |
43535
707.9 IPS |
|
Pose Estimation (SP)
|
100% |
760
0.89 IPS |
|
Pose Estimation (HP)
|
100% |
124143
144.9 IPS |
|
Pose Estimation (Q)
|
98% |
479929
561.7 IPS |
|
Object Detection (SP)
|
100% |
425
33.7 IPS |
|
Object Detection (HP)
|
100% |
20285
1.61 KIPS |
|
Object Detection (Q)
|
85% |
23809
1.92 KIPS |
|
Face Detection (SP)
|
100% |
1095
13.0 IPS |
|
Face Detection (HP)
|
100% |
45457
540.1 IPS |
|
Face Detection (Q)
|
97% |
163259
1.95 KIPS |
|
Depth Estimation (SP)
|
100% |
943
7.27 IPS |
|
Depth Estimation (HP)
|
99% |
85235
656.7 IPS |
|
Depth Estimation (Q)
|
63% |
149752
1.39 KIPS |
|
Style Transfer (SP)
|
100% |
1587
2.04 IPS |
|
Style Transfer (HP)
|
98% |
99362
128.1 IPS |
|
Style Transfer (Q)
|
98% |
494812
638.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
501
18.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
55493
2.05 KIPS |
|
Image Super-Resolution (Q)
|
97% |
135537
5.02 KIPS |
|
Text Classification (SP)
|
100% |
662
883.8 IPS |
|
Text Classification (HP)
|
100% |
3947
5.27 KIPS |
|
Text Classification (Q)
|
93% |
8187
11.0 KIPS |
|
Machine Translation (SP)
|
100% |
1081
18.6 IPS |
|
Machine Translation (HP)
|
100% |
4786
82.4 IPS |
|
Machine Translation (Q)
|
56% |
3195
82.3 IPS |