Upload Date | November 08 2024 04:51 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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
698
130.6 IPS |
|
Image Classification (F16)
|
100% |
1922
359.7 IPS |
|
Image Classification (I8)
|
100% |
1509
282.4 IPS |
|
Image Segmentation (F32)
|
100% |
1577
26.3 IPS |
|
Image Segmentation (F16)
|
100% |
3275
54.7 IPS |
|
Image Segmentation (I8)
|
98% |
3194
53.3 IPS |
|
Pose Estimation (F32)
|
100% |
1516
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
2355
2.85 IPS |
|
Pose Estimation (I8)
|
100% |
2397
2.90 IPS |
|
Object Detection (F32)
|
100% |
538
40.1 IPS |
|
Object Detection (F16)
|
100% |
1069
79.8 IPS |
|
Object Detection (I8)
|
59% |
533
39.8 IPS |
|
Face Detection (F32)
|
100% |
2886
34.3 IPS |
|
Face Detection (F16)
|
97% |
5314
63.2 IPS |
|
Face Detection (I8)
|
86% |
4768
56.7 IPS |
|
Depth Estimation (F32)
|
100% |
1557
12.1 IPS |
|
Depth Estimation (F16)
|
100% |
4305
33.4 IPS |
|
Depth Estimation (I8)
|
94% |
4317
33.5 IPS |
|
Style Transfer (F32)
|
100% |
5714
7.52 IPS |
|
Style Transfer (F16)
|
100% |
11946
15.7 IPS |
|
Style Transfer (I8)
|
98% |
11947
15.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
671
24.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
1991
71.1 IPS |
|
Image Super-Resolution (I8)
|
98% |
1604
57.3 IPS |
|
Text Classification (F32)
|
100% |
660
948.0 IPS |
|
Text Classification (F16)
|
100% |
660
948.1 IPS |
|
Text Classification (I8)
|
92% |
1024
1.47 KIPS |
|
Machine Translation (F32)
|
100% |
1124
20.7 IPS |
|
Machine Translation (F16)
|
100% |
1116
20.5 IPS |
|
Machine Translation (I8)
|
64% |
1180
21.7 IPS |