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jax.lax.dot_general¶

jax.lax.dot_general(lhs, rhs, dimension_numbers, precision=None)[source]¶

More general contraction operator.

Wraps XLA’s DotGeneral operator.

Parameters

  • lhs (Any) – an array

  • rhs (Any) – an array

  • dimension_numbers (Tuple[Tuple[Sequence[int], Sequence[int]], Tuple[Sequence[int], Sequence[int]]]) – a tuple of tuples of the form ((lhs_contracting_dims, rhs_contracting_dims), (lhs_batch_dims, rhs_batch_dims))

  • 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 result.