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The experimental results showed that the accuracy when using adjacent-connection is slightly higher than that when using all-to-all connection.
This phenomenon may appear somewhat unusual, but it may come from the insufficient performance of the learning framework.
As can be seen in this figure, The framework employs a heuristic that does not search the entire solution space, but rather focuses on finding local optimum.
Therefore, reducing the solution space by using ACL can yield better results, while further reduction ultimately led to worse results.
If there was an ideal algorithm, all-to-all connection would always provide higher accuracy.. |
IEEE/ICACT20240037 Slide.17
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