mindspore.Tensor
================

.. py:class:: mindspore.Tensor(input_data=None, dtype=None, shape=None, init=None, internal=False, const_arg=False)

    张量，即存储多维数组（n-dimensional array）的数据结构。

    参数：
        - **input_data** (Union[Tensor, float, int, bool, tuple, list, numpy.ndarray]) - 被存储的数据，可以是其它Tensor，也可以是Python基本数据（如int，float，bool等），或是一个NumPy对象。默认值：None。
        - **dtype** (:class:`mindspore.dtype`) - 用于定义该Tensor的数据类型，必须是 *mindspore.dtype* 中定义的类型。如果该参数为None，则数据类型与 `input_data` 一致，默认值：None。
        - **shape** (Union[tuple, list, int]) - 用于定义该Tensor的形状。如果指定了 `input_data` ，则无需设置该参数。默认值：None。
        - **init** (Initializer) - 用于在并行模式中延迟Tensor的数据的初始化，如果指定该参数，则 `dtype` 和 `shape` 也必须被指定。不推荐在非自动并行之外的场景下使用该接口。只有当调用 `Tensor.init_data` 时，才会使用指定的 `init` 来初始化Tensor数据。默认值：None。
        - **internal** (bool) - Tensor是否由框架创建。如果为True，表示Tensor是由框架创建的，如果为False，表示Tensor是由用户创建的。默认值：False。
        - **const_arg** (bool) - 指定该Tensor作为网络输入时是否为常量。默认值：False。

    输出：
        Tensor。

    .. note::
        `input_data` 的默认值None只作为一个占位符，并不意味着可以创建一个NoneType的Tensor。

.. mscnautosummary::
    :toctree: Tensor
    :nosignatures:

    mindspore.Tensor.abs
    mindspore.Tensor.absolute
    mindspore.Tensor.acos
    mindspore.Tensor.acosh
    mindspore.Tensor.add
    mindspore.Tensor.addbmm
    mindspore.Tensor.addcdiv
    mindspore.Tensor.addcmul
    mindspore.Tensor.addmm
    mindspore.Tensor.addmv
    mindspore.Tensor.addr
    mindspore.Tensor.adjoint
    mindspore.Tensor.all
    mindspore.Tensor.amax
    mindspore.Tensor.amin
    mindspore.Tensor.any
    mindspore.Tensor.angle
    mindspore.Tensor.approximate_equal
    mindspore.Tensor.arccos
    mindspore.Tensor.arccosh
    mindspore.Tensor.arcsin
    mindspore.Tensor.arcsinh
    mindspore.Tensor.arctan
    mindspore.Tensor.arctan2
    mindspore.Tensor.arctanh
    mindspore.Tensor.argmax
    mindspore.Tensor.argmax_with_value
    mindspore.Tensor.argmin
    mindspore.Tensor.argmin_with_value
    mindspore.Tensor.argsort
    mindspore.Tensor.argwhere
    mindspore.Tensor.asin
    mindspore.Tensor.asinh
    mindspore.Tensor.asnumpy
    mindspore.Tensor.assign_value
    mindspore.Tensor.astype
    mindspore.Tensor.atan
    mindspore.Tensor.atan2
    mindspore.Tensor.atanh
    mindspore.Tensor.baddbmm
    mindspore.Tensor.bernoulli
    mindspore.Tensor.bincount
    mindspore.Tensor.bitwise_and
    mindspore.Tensor.bitwise_left_shift
    mindspore.Tensor.bitwise_or
    mindspore.Tensor.bitwise_right_shift
    mindspore.Tensor.bitwise_xor
    mindspore.Tensor.bmm
    mindspore.Tensor.bool
    mindspore.Tensor.broadcast_to
    mindspore.Tensor.ceil
    mindspore.Tensor.cholesky
    mindspore.Tensor.cholesky_solve
    mindspore.Tensor.choose
    mindspore.Tensor.chunk
    mindspore.Tensor.clamp
    mindspore.Tensor.clip
    mindspore.Tensor.col2im
    mindspore.Tensor.conj
    mindspore.Tensor.copy
    mindspore.Tensor.copysign
    mindspore.Tensor.cos
    mindspore.Tensor.cosh
    mindspore.Tensor.cov
    mindspore.Tensor.cross
    mindspore.Tensor.cummax
    mindspore.Tensor.cummin
    mindspore.Tensor.cumprod
    mindspore.Tensor.cumsum
    mindspore.Tensor.deg2rad
    mindspore.Tensor.diag
    mindspore.Tensor.diagflat
    mindspore.Tensor.diagonal
    mindspore.Tensor.diff
    mindspore.Tensor.digamma
    mindspore.Tensor.div
    mindspore.Tensor.divide
    mindspore.Tensor.dot
    mindspore.Tensor.dsplit
    mindspore.Tensor.dtype
    mindspore.Tensor.equal
    mindspore.Tensor.erf
    mindspore.Tensor.erfc
    mindspore.Tensor.erfinv
    mindspore.Tensor.exp
    mindspore.Tensor.expand_as
    mindspore.Tensor.expand_dims
    mindspore.Tensor.expm1
    mindspore.Tensor.fill_diagonal
    mindspore.Tensor.flatten
    mindspore.Tensor.flip
    mindspore.Tensor.fliplr
    mindspore.Tensor.flipud
    mindspore.Tensor.float
    mindspore.Tensor.float_power
    mindspore.Tensor.floor
    mindspore.Tensor.flush_from_cache
    mindspore.Tensor.fmod
    mindspore.Tensor.fold
    mindspore.Tensor.frac
    mindspore.Tensor.from_numpy
    mindspore.Tensor.gather
    mindspore.Tensor.gather_elements
    mindspore.Tensor.gather_nd
    mindspore.Tensor.ge
    mindspore.Tensor.ger
    mindspore.Tensor.geqrf
    mindspore.Tensor.greater
    mindspore.Tensor.greater_equal
    mindspore.Tensor.gt
    mindspore.Tensor.H
    mindspore.Tensor.half
    mindspore.Tensor.hardshrink
    mindspore.Tensor.has_init
    mindspore.Tensor.heaviside
    mindspore.Tensor.histc
    mindspore.Tensor.hsplit
    mindspore.Tensor.hypot
    mindspore.Tensor.i0
    mindspore.Tensor.igamma
    mindspore.Tensor.igammac
    mindspore.Tensor.imag
    mindspore.Tensor.index_add
    mindspore.Tensor.index_fill
    mindspore.Tensor.index_put
    mindspore.Tensor.index_select
    mindspore.Tensor.init_data
    mindspore.Tensor.inner
    mindspore.Tensor.inplace_update
    mindspore.Tensor.int
    mindspore.Tensor.inv
    mindspore.Tensor.inverse
    mindspore.Tensor.invert
    mindspore.Tensor.isclose
    mindspore.Tensor.isfinite
    mindspore.Tensor.is_complex
    mindspore.Tensor.is_floating_point
    mindspore.Tensor.isinf
    mindspore.Tensor.isnan
    mindspore.Tensor.isneginf
    mindspore.Tensor.isposinf
    mindspore.Tensor.isreal
    mindspore.Tensor.is_signed
    mindspore.Tensor.item
    mindspore.Tensor.itemset
    mindspore.Tensor.itemsize
    mindspore.Tensor.lcm
    mindspore.Tensor.ldexp
    mindspore.Tensor.le
    mindspore.Tensor.lerp
    mindspore.Tensor.less
    mindspore.Tensor.less_equal
    mindspore.Tensor.log
    mindspore.Tensor.log10
    mindspore.Tensor.log1p
    mindspore.Tensor.log2
    mindspore.Tensor.logaddexp
    mindspore.Tensor.logaddexp2
    mindspore.Tensor.logdet
    mindspore.Tensor.logical_and
    mindspore.Tensor.logical_not
    mindspore.Tensor.logical_or
    mindspore.Tensor.logical_xor
    mindspore.Tensor.logit
    mindspore.Tensor.logsumexp
    mindspore.Tensor.long
    mindspore.Tensor.lt
    mindspore.Tensor.masked_fill
    mindspore.Tensor.masked_scatter
    mindspore.Tensor.masked_select
    mindspore.Tensor.matmul
    mindspore.Tensor.max
    mindspore.Tensor.maximum
    mindspore.Tensor.mean
    mindspore.Tensor.median
    mindspore.Tensor.mH
    mindspore.Tensor.min
    mindspore.Tensor.minimum
    mindspore.Tensor.mm
    mindspore.Tensor.movedim
    mindspore.Tensor.moveaxis
    mindspore.Tensor.msort
    mindspore.Tensor.mT
    mindspore.Tensor.mul
    mindspore.Tensor.multinomial
    mindspore.Tensor.multiply
    mindspore.Tensor.mvlgamma
    mindspore.Tensor.nan_to_num
    mindspore.Tensor.nansum
    mindspore.Tensor.narrow
    mindspore.Tensor.nbytes
    mindspore.Tensor.ndim
    mindspore.Tensor.ndimension
    mindspore.Tensor.ne
    mindspore.Tensor.neg
    mindspore.Tensor.negative
    mindspore.Tensor.nelement
    mindspore.Tensor.new_ones
    mindspore.Tensor.new_zeros
    mindspore.Tensor.nextafter
    mindspore.Tensor.numel
    mindspore.Tensor.numpy
    mindspore.Tensor.nonzero
    mindspore.Tensor.norm
    mindspore.Tensor.not_equal
    mindspore.Tensor.ormqr
    mindspore.Tensor.permute
    mindspore.Tensor.positive
    mindspore.Tensor.pow
    mindspore.Tensor.prod
    mindspore.Tensor.ptp
    mindspore.Tensor.rad2deg
    mindspore.Tensor.random_categorical
    mindspore.Tensor.ravel
    mindspore.Tensor.real
    mindspore.Tensor.reciprocal
    mindspore.Tensor.remainder
    mindspore.Tensor.renorm
    mindspore.Tensor.repeat
    mindspore.Tensor.repeat_interleave
    mindspore.Tensor.reshape
    mindspore.Tensor.reshape_as
    mindspore.Tensor.resize
    mindspore.Tensor.reverse
    mindspore.Tensor.reverse_sequence
    mindspore.Tensor.round
    mindspore.Tensor.rot90
    mindspore.Tensor.rsqrt
    mindspore.Tensor.scatter
    mindspore.Tensor.scatter_add
    mindspore.Tensor.scatter_div
    mindspore.Tensor.scatter_max
    mindspore.Tensor.scatter_min
    mindspore.Tensor.scatter_mul
    mindspore.Tensor.scatter_sub
    mindspore.Tensor.searchsorted
    mindspore.Tensor.select
    mindspore.Tensor.set_const_arg
    mindspore.Tensor.sgn
    mindspore.Tensor.shape
    mindspore.Tensor.short
    mindspore.Tensor.sigmoid
    mindspore.Tensor.sign
    mindspore.Tensor.signbit
    mindspore.Tensor.sin
    mindspore.Tensor.sinc
    mindspore.Tensor.sinh
    mindspore.Tensor.size
    mindspore.Tensor.slogdet
    mindspore.Tensor.sort
    mindspore.Tensor.split
    mindspore.Tensor.sqrt
    mindspore.Tensor.square
    mindspore.Tensor.squeeze
    mindspore.Tensor.std
    mindspore.Tensor.strides
    mindspore.Tensor.sub
    mindspore.Tensor.subtract
    mindspore.Tensor.sum
    mindspore.Tensor.sum_to_size
    mindspore.Tensor.svd
    mindspore.Tensor.swapaxes
    mindspore.Tensor.swapdims
    mindspore.Tensor.T
    mindspore.Tensor.t
    mindspore.Tensor.take
    mindspore.Tensor.tan
    mindspore.Tensor.tanh
    mindspore.Tensor.tensor_split
    mindspore.Tensor.tile
    mindspore.Tensor.to
    mindspore.Tensor.to_coo
    mindspore.Tensor.to_csr
    mindspore.Tensor.topk
    mindspore.Tensor.trace
    mindspore.Tensor.transpose
    mindspore.Tensor.tril
    mindspore.Tensor.triu
    mindspore.Tensor.true_divide
    mindspore.Tensor.trunc
    mindspore.Tensor.unbind
    mindspore.Tensor.unfold
    mindspore.Tensor.unique_consecutive
    mindspore.Tensor.unique_with_pad
    mindspore.Tensor.unsorted_segment_max
    mindspore.Tensor.unsorted_segment_min
    mindspore.Tensor.unsorted_segment_prod
    mindspore.Tensor.unsqueeze
    mindspore.Tensor.var
    mindspore.Tensor.view
    mindspore.Tensor.view_as
    mindspore.Tensor.vsplit
    mindspore.Tensor.where
    mindspore.Tensor.xdivy
    mindspore.Tensor.xlogy