Source code for aitemplate.compiler.ops.reduce.reduce_sum

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"""
reduce_sum op
"""
from aitemplate.compiler.ops.reduce.reduce_common import reduce_base

# pylint: disable=C0103


[docs]class reduce_sum(reduce_base): """ Implements the reduce_sum op. * .attr.:`dim` : int or tuple of python:ints the dimension or dimensions to reduce * .attr.:`keepdim` : bool, optional keep the reduced dimensions if True, default is False * .attr.:`dtype` : str, optional the type of the return tensor. If it is not None, the input tensor is cast to dtype before reduction. Args: input (Tensor): the input tensor. Return: Tensor that contains the sum of all elements in the input tensor. """ def __init__(self, dim, keepdim=False, dtype=None) -> None: super().__init__(dim, keepdim, dtype) self._attrs["op"] = "reduce_sum"