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< h1 > mlx.nn.Conv1d< a class = "headerlink" href = "#mlx-nn-conv1d" title = "Permalink to this heading" > #< / a > < / h1 >
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< dt class = "sig sig-object py" id = "mlx.nn.Conv1d" >
< em class = "property" > < span class = "pre" > class< / span > < span class = "w" > < / span > < / em > < span class = "sig-prename descclassname" > < span class = "pre" > mlx.nn.< / span > < / span > < span class = "sig-name descname" > < span class = "pre" > Conv1d< / span > < / span > < span class = "sig-paren" > (< / span > < em class = "sig-param" > < span class = "n" > < span class = "pre" > in_channels< / span > < / span > < span class = "p" > < span class = "pre" > :< / span > < / span > < span class = "w" > < / span > < span class = "n" > < a class = "reference external" href = "https://docs.python.org/3/library/functions.html#int" title = "(in Python v3.12)" > < span class = "pre" > int< / span > < / a > < / span > < / em > , < em class = "sig-param" > < span class = "n" > < span class = "pre" > out_channels< / span > < / span > < span class = "p" > < span class = "pre" > :< / span > < / span > < span class = "w" > < / span > < span class = "n" > < a class = "reference external" href = "https://docs.python.org/3/library/functions.html#int" title = "(in Python v3.12)" > < span class = "pre" > int< / span > < / a > < / span > < / em > , < em class = "sig-param" > < span class = "n" > < span class = "pre" > kernel_size< / span > < / span > < span class = "p" > < span class = "pre" > :< / span > < / span > < span class = "w" > < / span > < span class = "n" > < a class = "reference external" href = "https://docs.python.org/3/library/functions.html#int" title = "(in Python v3.12)" > < span class = "pre" > int< / span > < / a > < / span > < / em > , < em class = "sig-param" > < span class = "n" > < span class = "pre" > stride< / span > < / span > < span class = "p" > < span class = "pre" > :< / span > < / span > < span class = "w" > < / span > < span class = "n" > < a class = "reference external" href = "https://docs.python.org/3/library/functions.html#int" title = "(in Python v3.12)" > < span class = "pre" > int< / span > < / a > < / span > < span class = "w" > < / span > < span class = "o" > < span class = "pre" > =< / span > < / span > < span class = "w" > < / span > < span class = "default_value" > < span class = "pre" > 1< / span > < / span > < / em > , < em class = "sig-param" > < span class = "n" > < span class = "pre" > padding< / span > < / span > < span class = "p" > < span class = "pre" > :< / span > < / span > < span class = "w" > < / span > < span class = "n" > < a class = "reference external" href = "https://docs.python.org/3/library/functions.html#int" title = "(in Python v3.12)" > < span class = "pre" > int< / span > < / a > < / span > < span class = "w" > < / span > < span class = "o" > < span class = "pre" > =< / span > < / span > < span class = "w" > < / span > < span class = "default_value" > < span class = "pre" > 0< / span > < / span > < / em > , < em class = "sig-param" > < span class = "n" > < span class = "pre" > bias< / span > < / span > < span class = "p" > < span class = "pre" > :< / span > < / span > < span class = "w" > < / span > < span class = "n" > < a class = "reference external" href = "https://docs.python.org/3/library/functions.html#bool" title = "(in Python v3.12)" > < span class = "pre" > bool< / span > < / a > < / span > < span class = "w" > < / span > < span class = "o" > < span class = "pre" > =< / span > < / span > < span class = "w" > < / span > < span class = "default_value" > < span class = "pre" > True< / span > < / span > < / em > < span class = "sig-paren" > )< / span > < a class = "headerlink" href = "#mlx.nn.Conv1d" title = "Permalink to this definition" > #< / a > < / dt >
< dd > < p > Applies a 1-dimensional convolution over the multi-channel input sequence.< / p >
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< dt > The channels are expected to be last i.e. the input shape should be < code class = "docutils literal notranslate" > < span class = "pre" > NLC< / span > < / code > where:< / dt > < dd > < ul class = "simple" >
< li > < p > < code class = "docutils literal notranslate" > < span class = "pre" > N< / span > < / code > is the batch dimension< / p > < / li >
< li > < p > < code class = "docutils literal notranslate" > < span class = "pre" > L< / span > < / code > is the sequence length< / p > < / li >
< li > < p > < code class = "docutils literal notranslate" > < span class = "pre" > C< / span > < / code > is the number of input channels< / p > < / li >
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Default: 1.< / p > < / li >
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Default: 0.< / p > < / li >
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