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# pylint: disable=invalid-name, unused-variable,
"""Schedule for composition of injective operator"""
import tvm
from tvm import te

def schedule_injective_from_existing(sch, out):
    """Schedule for injective op from existing schedule.

    Parameters
    ----------
    sch: Schedule
         The schedule to update.
    out: Tensor
         The tensor representing the injective op.

    Returns
    -------
    sch: Schedule
         The updated schedule.
    """
    fused = sch[out].fuse(*sch[out].op.axis)
    px, x = sch[out].split(fused, nparts=1)
    sch[out].bind(px, te.thread_axis("pipeline"))
    return sch

def schedule_injective(outs):
    """Schedule for injective op.

    Parameters
    ----------
    outs: Array of Tensor
          The computation graph description of injective in the format
          of an array of tensors.

    Returns
    -------
    sch: Schedule
        The computation schedule for the op.
    """
    outs = [outs] if isinstance(outs, te.tensor.Tensor) else outs
    s = te.create_schedule([x.op for x in outs])
    tvm.te.schedule.AutoInlineInjective(s)
    for out in outs:
        schedule_injective_from_existing(s, out)
    return s

schedule_elemwise = schedule_injective
schedule_broadcast = schedule_injective
