2824bccbb4817467cf63283f5366f4134949d0b4,benchmark/kernel/graph_sage.py,GraphSAGEWithJK,__init__,#GraphSAGEWithJK#Any#Any#Any#Any#,40

Before Change

        if mode == "cat":
            self.lin1 = Linear(num_layers * hidden, hidden)
        else:
            self.lin1 = Linear(hidden, hidden)
        self.lin2 = Linear(hidden, dataset.num_classes)

    def reset_parameters(self):
        self.conv1.reset_parameters()

After Change

        self.convs = torch.nn.ModuleList()
        for i in range(num_layers - 1):
            self.convs.append(SAGEConv(hidden, hidden))
        self.lin1 = Linear(hidden, hidden)
        self.lin2 = Linear(hidden, dataset.num_classes)

    def reset_parameters(self):
        self.conv1.reset_parameters()
        for conv in self.convs:
            conv.reset_parameters()
        self.lin1.reset_parameters()

Instances