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问题所属任务编号(Task 01-05)
Task 05
运行环境(操作系统版本、Python 版本)/ 非程序问题
完整的报错信息(截图或复制均可)/ 问题详细描述
多层感知机从零开始章节 参数优化
描述你期望看到的结果
疑问:我们参数初始化的时候,torch.randn()是符合标准正态分布~N(0,1)
那么,我们随出来的参数,同时 * 0.01,那么这个结果方差应该是 * 0.0001,参数符合分布~N(0,0.0001)?
我们前面参数都是符合正态分布N(0,0.01),如果老师还是这个意思,还想达到这个效果,是不是这里写错了,应该写成 * 0.1?
满足的0.01对应的是std,不是方差,可看一下后面的权重生成代码。而且在正态分布中,里面的两个参数是均值和标准差,不是方差。