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12wang3 avatar 12wang3 commented on May 30, 2024

你好，由于不了解你的数据集，我也不太确定为什么training set上的Accuracy没有提升。
不过有几个地方你可以尝试一下，首先可以看出loss还有很大的下降空间，因此你可以试一下，把epoch（-e选项）调高，例如800或1200。另外你还可以尝试调节一下learning rate（-lr选项）。此外，可以看出MLLP的结果远好于CRS，这可能是由于random binarization rate（-p选项）设置的不合理。
不过我更推荐你使用我们最新的工作https://github.com/12wang3/rrl，该工作同样可以学习离散规则，并能够直接优化离散模型，还有更好的可扩展性。

from mllp.

chenz1hao avatar chenz1hao commented on May 30, 2024

好的感谢建议

from mllp.

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