update 2024-06-09

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chun 2024-06-09 01:54:51 +08:00
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## Results
Model results and logs for the **CIFAR-10** dataset, tested under various SNR, ratio, and channel types, are available in the `./out` directory. The models' performance is approximately 5dB worse than reported in the paper, likely due to the implementation reflecting a real communication system. However, the performance trends are consistent with those in the paper.
<div style="display: flex;">
<img src="demo/cifar_0.08.png" alt="Image 1" style="flex: 1; max-width: 48%; height: auto;">
<img src="demo/cifar_0.08_AWGN.png" alt="Image 1" style="flex: 1; max-width: 48%; height: auto;">
<div style="width: 0px;"></div> <!-- 为了让两个图像之间有一点间距 -->
<img src="demo/cifar_0.17.png" alt="Image 2" style="flex: 1; max-width: 48%; height: auto;">
<img src="demo/cifar_0.17_AWGN.png" alt="Image 2" style="flex: 1; max-width: 48%; height: auto;">
</div>
<div style="display: flex;">
<img src="demo/cifar_0.17_Rayleigh.png" alt="Image 1" style="flex: 1; max-width: 48%; height: auto;">
<div style="width: 0px;"></div> <!-- 为了让两个图像之间有一点间距 -->
<img src="demo/cifar_0.34_Rayleigh.png" alt="Image 2" style="flex: 1; max-width: 48%; height: auto;">
</div>
### TO-DO

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