slice

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slice#

class saiunit.lax.slice(operand, start_indices, limit_indices, strides=None, **kwargs)#

Wraps XLA’s Slice operator.

Parameters:

  • operand (saiunit.Quantity | Array | ndarray | bool | number | bool | int | float | complex) – an array to slice

  • start_indices (Sequence[int]) – a sequence of operand.ndim start indices.

  • limit_indices (Sequence[int]) – a sequence of operand.ndim limit indices.

  • strides (Sequence[int] | None) – an optional sequence of operand.ndim strides.

Return type:

saiunit.Quantity | Array

Returns:

The sliced array

Examples

Here are some examples of simple two-dimensional slices:

>>> x = jnp.arange(12).reshape(3, 4)
>>> x
Array([[ 0,  1,  2,  3],
       [ 4,  5,  6,  7],
       [ 8,  9, 10, 11]], dtype=int32)

>>> lax.slice(x, (1, 0), (3, 2))
Array([[4, 5],
       [8, 9]], dtype=int32)

>>> lax.slice(x, (0, 0), (3, 4), (1, 2))
Array([[ 0,  2],
       [ 4,  6],
       [ 8, 10]], dtype=int32)

These two examples are equivalent to the following Python slicing syntax:

>>> x[1:3, 0:2]
Array([[4, 5],
       [8, 9]], dtype=int32)

>>> x[0:3, 0:4:2]
Array([[ 0,  2],
       [ 4,  6],
       [ 8, 10]], dtype=int32)
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