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zyZwqSjDV;8Joqs2f!c%_s~dIW_BBSNh+jZ{;1m3`v=pg}?y~AlMc>1GX(j6XBAJ z1u4hC8V^2nJB;K4V9-H8o(Xovhk#8U;Bi5%0^xJT!LFXQK=jZ7W8)c>OVed#)-k`? h=j|fk 如上图的男人和男孩有相当部分的区域颜色是相似的,只是有的浅了点,有的深了点。同样的地方,对比水,它们之间相差的就非常远,颜色基本没有关联。 + + +#### 训练数据构建 + +输入数据从哪来?首先我们得理解的是,文字单词转换成数值,它并不是仅仅针对该次任务或者该数据的,Thou或者shalt在这里是有这些意思,转成对应的数值,在其它文本其它数据中也是同样的意思,所以只要是符合逻辑的文本,我们都可以拿来训练。目前有Google的预训练bert模型也是这个原理。 + +![1609548160973](assets/1609548160973.png) + +如何训练 + +![1609548501773](assets/1609548501773.png) + +> 我们选中三个单词,以thou shalt 来预测not,也可以不断的往后滑动,如以shalt not来预测make + +![1609548578713](assets/1609548578713.png) +