Upload Date | December 23 2024 10:15 PM |
Views | 14 |
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% |
453
84.2 IPS |
|
Image Classification (HP)
|
100% |
21507
4.00 KIPS |
|
Image Classification (Q)
|
97% |
50202
9.37 KIPS |
|
Image Segmentation (SP)
|
100% |
569
9.23 IPS |
|
Image Segmentation (HP)
|
100% |
14733
238.8 IPS |
|
Image Segmentation (Q)
|
98% |
43386
705.5 IPS |
|
Pose Estimation (SP)
|
100% |
736
0.86 IPS |
|
Pose Estimation (HP)
|
100% |
122360
142.8 IPS |
|
Pose Estimation (Q)
|
98% |
480016
561.8 IPS |
|
Object Detection (SP)
|
100% |
414
32.8 IPS |
|
Object Detection (HP)
|
100% |
20214
1.60 KIPS |
|
Object Detection (Q)
|
85% |
23865
1.92 KIPS |
|
Face Detection (SP)
|
100% |
1049
12.5 IPS |
|
Face Detection (HP)
|
100% |
44774
532.0 IPS |
|
Face Detection (Q)
|
97% |
161758
1.93 KIPS |
|
Depth Estimation (SP)
|
100% |
908
7.00 IPS |
|
Depth Estimation (HP)
|
99% |
85276
657.0 IPS |
|
Depth Estimation (Q)
|
63% |
149231
1.38 KIPS |
|
Style Transfer (SP)
|
100% |
1563
2.01 IPS |
|
Style Transfer (HP)
|
98% |
99101
127.8 IPS |
|
Style Transfer (Q)
|
98% |
497203
641.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
488
18.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
55685
2.06 KIPS |
|
Image Super-Resolution (Q)
|
97% |
135833
5.03 KIPS |
|
Text Classification (SP)
|
100% |
639
852.8 IPS |
|
Text Classification (HP)
|
100% |
3959
5.28 KIPS |
|
Text Classification (Q)
|
93% |
8200
11.0 KIPS |
|
Machine Translation (SP)
|
100% |
1047
18.0 IPS |
|
Machine Translation (HP)
|
100% |
4798
82.6 IPS |
|
Machine Translation (Q)
|
56% |
3181
82.0 IPS |