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jax.lax.conv¶

jax.lax.conv(lhs, rhs, window_strides, padding, precision=None)[source]¶

Convenience wrapper around conv_general_dilated.

Parameters

  • lhs (Any) – a rank n+2 dimensional input array.

  • rhs (Any) – a rank n+2 dimensional array of kernel weights.

  • window_strides (Sequence[int]) – a sequence of n integers, representing the inter-window strides.

  • padding (str) – either the string ‘SAME’, the string ‘VALID’.

  • precision (Union[None, Any, Tuple[Any, Any]]) – Optional. Either None, which means the default precision for the backend, a lax.Precision enum value (Precision.DEFAULT, Precision.HIGH or Precision.HIGHEST) or a tuple of two lax.Precision enums indicating precision of lhs` and rhs.

Return type

Any

Returns

An array containing the convolution result.