Upload Date | November 08 2024 04:35 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 15 |
Model | asus ASUSAI2501E |
Model ID | asus ASUSAI2501E |
Motherboard | sun |
Governor | walt |
CPU Information | |
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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 |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
278
52.0 IPS |
|
Image Classification (F16)
|
100% |
279
52.2 IPS |
|
Image Classification (I8)
|
97% |
731
136.9 IPS |
|
Image Segmentation (F32)
|
100% |
363
6.06 IPS |
|
Image Segmentation (F16)
|
100% |
360
6.02 IPS |
|
Image Segmentation (I8)
|
98% |
701
11.7 IPS |
|
Pose Estimation (F32)
|
100% |
506
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
500
0.61 IPS |
|
Pose Estimation (I8)
|
100% |
1926
2.33 IPS |
|
Object Detection (F32)
|
100% |
290
21.7 IPS |
|
Object Detection (F16)
|
100% |
288
21.5 IPS |
|
Object Detection (I8)
|
61% |
807
60.2 IPS |
|
Face Detection (F32)
|
100% |
761
9.05 IPS |
|
Face Detection (F16)
|
100% |
767
9.13 IPS |
|
Face Detection (I8)
|
86% |
1673
19.9 IPS |
|
Depth Estimation (F32)
|
100% |
645
5.00 IPS |
|
Depth Estimation (F16)
|
100% |
645
5.00 IPS |
|
Depth Estimation (I8)
|
95% |
1790
13.9 IPS |
|
Style Transfer (F32)
|
100% |
1148
1.51 IPS |
|
Style Transfer (F16)
|
100% |
1150
1.51 IPS |
|
Style Transfer (I8)
|
98% |
3049
4.01 IPS |
|
Image Super-Resolution (F32)
|
100% |
353
12.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
350
12.5 IPS |
|
Image Super-Resolution (I8)
|
98% |
1242
44.4 IPS |
|
Text Classification (F32)
|
100% |
403
578.8 IPS |
|
Text Classification (F16)
|
100% |
403
579.9 IPS |
|
Text Classification (I8)
|
92% |
626
899.8 IPS |
|
Machine Translation (F32)
|
100% |
724
13.3 IPS |
|
Machine Translation (F16)
|
100% |
738
13.6 IPS |
|
Machine Translation (I8)
|
64% |
747
13.7 IPS |