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请问可以上传你们训练好的模型吗? #2

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JianhaoChung opened this issue Dec 28, 2020 · 4 comments
Closed

请问可以上传你们训练好的模型吗? #2

JianhaoChung opened this issue Dec 28, 2020 · 4 comments

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@JianhaoChung
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您好,我是一名研究生。目前在研究加密流量分类这一块的内容,希望能够获得你们的模型,并作进一步的研究。

@KimythAnly
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嗨,由於這是蠻久以前的專案了,訓練模型並沒有保留下來,不好意思。

@JianhaoChung
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JianhaoChung commented Jan 18, 2021

CompletePCAPs原始数据集有两个ftp流量文件的size很大,平均大小为5G。我的服务器的内存有47G,Swap分区为16G,按照您代码所示的方法去预处理这两个流量文件时,内存和交换分区跑满了,也无法处理。请问有什么trick可以解决这个问题吗?

@JianhaoChung
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还有想请问下,你们实验的效果有像论文中表现那么好吗?

@KimythAnly
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你好,我建議你可以使用 dataloader,每次 batch 都一次一次讀進該次 batch 需要的資料並且 preprocess 就好。
至於實驗效果,我印象中當初的表現 f1 能達到 95 左右,詳細數字我也忘記了,感謝你。

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