3 examples of 'conv2d pytorch' in Python

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19def conv2d(input, weight, bias=None, stride=1, padding=0):
21 return _functions.Conv2d.apply(input, weight, bias, stride, padding)

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74def conv2d(data, weight=None, **kwargs):
75 """Wrapper of conv2d which automatically creates weights if not given.
77 Parameters
78 ----------
79 data : relay.Expr
80 The input expression.
82 weight : relay.Expr
83 The weight to conv2d.
85 kwargs : dict
86 Additional arguments.
88 Returns
89 -------
90 result : relay.Expr
91 The result.
92 """
93 name = kwargs.get("name")
94 kwargs.pop("name")
95 if not weight:
96 weight = relay.var(name + "_weight")
97 return relay.nn.conv2d(data, weight, **kwargs)
40def fconv2d(x, w, stride, padding):
41 return F.conv2d(x, w, stride=stride, padding=padding, groups=x.size(1))

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