小白提问,请问这里的l3_dense代表什么含义呢?万分感谢!

class l3_dense(nn.Module):

    def __init__(self,emb_dim,num_classes):       #这里三个变量代表什么呢

        super(l3_dense, self).__init__()
        #self.flag = flag
    
        self.num_classes = num_classes
        self.emb_dim = emb_dim        

        #self.layer_1 = nn.Linear(self.emb_dim, self.num_classes)   
        self.model = nn.Sequential(
          nn.Linear(self.emb_dim,512),
          nn.BatchNorm1d(512),
          nn.ReLU(),
          nn.Dropout(p=0.2),
          nn.Linear(512,128),
          nn.BatchNorm1d(128),
          nn.ReLU(),
          nn.Dropout(p=0.2),

          nn.Linear(128,64),
          nn.BatchNorm1d(64),
          nn.ReLU(),
          nn.Dropout(p=0.2),

          nn.Linear(64,self.num_classes)

        )
    
    def forward(self, x):
                            # x shape os [batch_size, emb_dim]
        y = self.model(x) # shape is [batch_size , 512]
      
    
        return y

这是一个定义了一个名为l3_dense的类,它继承了nn.Module类。它的构造函数__init__接受两个参数emb_dim和num_classes,其中emb_dim表示嵌入维度,num_classes表示分类数量。
l3_dense代表第三个Dense层,super(l3_dense, self).init()是调用父类Dense的构造函数来初始化l3_dense层。这里的super()方法表示调用父类的方法,而不是直接继承。