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cfdc687 almost 3 years ago

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import torch

from modules.base import BaseModule


class Conv1dWithInitialization(BaseModule):
    def __init__(self, **kwargs):
        super(Conv1dWithInitialization, self).__init__()
        self.conv1d = torch.nn.Conv1d(**kwargs)
        torch.nn.init.orthogonal_(self.conv1d.weight.data, gain=1)

    def forward(self, x):
        return self.conv1d(x)

        

	import torch

	from modules.base import BaseModule


	class Conv1dWithInitialization(BaseModule):
	def __init__(self, **kwargs):
	super(Conv1dWithInitialization, self).__init__()
	self.conv1d = torch.nn.Conv1d(**kwargs)
	torch.nn.init.orthogonal_(self.conv1d.weight.data, gain=1)

	def forward(self, x):
	return self.conv1d(x)