2022-03-24 16:04:00 +08:00
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mindspore.ops.functional
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=============================
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functional算子是经过初始化后的Primitive，可以直接作为函数使用。functional算子的使用示例如下：
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.. code-block:: python
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from mindspore import Tensor, ops
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from mindspore import dtype as mstype
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input_x = Tensor(-1, mstype.int32)
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input_dict = {'x':1, 'y':2}
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result_abs = ops.absolute(input_x)
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print(result_abs)
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result_in_dict = ops.in_dict('x', input_dict)
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print(result_in_dict)
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result_not_in_dict = ops.not_in_dict('x', input_dict)
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print(result_not_in_dict)
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result_isconstant = ops.isconstant(input_x)
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print(result_isconstant)
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result_typeof = ops.typeof(input_x)
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print(result_typeof)
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# outputs:
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# 1
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# True
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# False
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# True
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# Tensor[Int32]
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.. list-table::
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:widths: 50 50
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:header-rows: 1
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* - functional
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- Description
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* - mindspore.ops.absolute
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- Refer to :class:`mindspore.ops.Abs`.
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* - mindspore.ops.acos
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- Refer to :class:`mindspore.ops.ACos`.
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* - mindspore.ops.acosh
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- Refer to :class:`mindspore.ops.Acosh`.
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* - mindspore.ops.add
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- Refer to :class:`mindspore.ops.Add`.
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* - mindspore.ops.addn
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- Refer to :class:`mindspore.ops.AddN`.
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* - mindspore.ops.asin
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- Refer to :class:`mindspore.ops.Asin`.
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* - mindspore.ops.asinh
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- Refer to :class:`mindspore.ops.Asinh`.
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* - mindspore.ops.assign
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- Refer to :class:`mindspore.ops.Assign`.
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* - mindspore.ops.assign_add
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- Refer to :class:`mindspore.ops.AssignAdd`.
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* - mindspore.ops.assign_sub
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- Refer to :class:`mindspore.ops.AssignSub`.
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* - mindspore.ops.atan
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- Refer to :class:`mindspore.ops.Atan`.
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* - mindspore.ops.atan2
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- Refer to :class:`mindspore.ops.Atan2`.
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* - mindspore.ops.atanh
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- Refer to :class:`mindspore.ops.Atanh`.
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* - mindspore.ops.bitwise_and
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- Refer to :class:`mindspore.ops.BitwiseAnd`.
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* - mindspore.ops.bitwise_or
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- Refer to :class:`mindspore.ops.BitwiseOr`.
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* - mindspore.ops.bitwise_xor
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- Refer to :class:`mindspore.ops.BitwiseXor`.
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* - mindspore.ops.bool_and
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- Calculate the result of logical AND operation. (Usage is the same as "and" in Python)
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* - mindspore.ops.bool_eq
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- Determine whether the Boolean values are equal. (Usage is the same as "==" in Python)
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* - mindspore.ops.bool_not
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- Calculate the result of logical NOT operation. (Usage is the same as "not" in Python)
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* - mindspore.ops.bool_or
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- Calculate the result of logical OR operation. (Usage is the same as "or" in Python)
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* - mindspore.ops.cast
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- Refer to :class:`mindspore.ops.Cast`.
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* - mindspore.ops.check_bprop
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- Refer to :class:`mindspore.ops.CheckBprop`.
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* - mindspore.ops.cos
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- Refer to :class:`mindspore.ops.Cos`.
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* - mindspore.ops.cosh
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- Refer to :class:`mindspore.ops.Cosh`.
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* - mindspore.ops.cumprod
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- Refer to :class:`mindspore.ops.CumProd`.
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* - mindspore.ops.cumsum
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- Refer to :class:`mindspore.ops.CumSum`.
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* - mindspore.ops.div
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- Refer to :class:`mindspore.ops.RealDiv`.
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* - mindspore.ops.depend
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- Refer to :class:`mindspore.ops.Depend`.
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* - mindspore.ops.dtype
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- Refer to :class:`mindspore.ops.DType`.
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* - mindspore.ops.erf
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- Refer to :class:`mindspore.ops.Erf`.
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* - mindspore.ops.erfc
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- Refer to :class:`mindspore.ops.Erfc`.
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* - mindspore.ops.eye
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- Refer to :class:`mindspore.ops.Eye`.
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* - mindspore.ops.equal
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- Refer to :class:`mindspore.ops.Equal`.
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* - mindspore.ops.expand_dims
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- Refer to :class:`mindspore.ops.ExpandDims`.
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* - mindspore.ops.exp
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- Refer to :class:`mindspore.ops.Exp`.
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* - mindspore.ops.fill
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- Refer to :class:`mindspore.ops.Fill`.
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* - mindspore.ops.floor
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- Refer to :class:`mindspore.ops.Floor`.
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* - mindspore.ops.floordiv
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- Refer to :class:`mindspore.ops.FloorDiv`.
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* - mindspore.ops.floormod
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- Refer to :class:`mindspore.ops.FloorMod`.
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* - mindspore.ops.gather
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- Refer to :class:`mindspore.ops.Gather`.
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* - mindspore.ops.gather_d
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- Refer to :class:`mindspore.ops.GatherD`.
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* - mindspore.ops.gather_nd
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- Refer to :class:`mindspore.ops.GatherNd`.
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* - mindspore.ops.ge
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- Refer to :class:`mindspore.ops.GreaterEqual`.
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* - mindspore.ops.gt
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- Refer to :class:`mindspore.ops.Greater`.
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* - mindspore.ops.invert
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- Refer to :class:`mindspore.ops.Invert`.
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* - mindspore.ops.in_dict
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- Determine if a str in dict.
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* - mindspore.ops.is_not
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- Determine whether the input is not the same as the other one. (Usage is the same as "is not" in Python)
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* - mindspore.ops.is\_
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- Determine whether the input is the same as the other one. (Usage is the same as "is" in Python)
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* - mindspore.ops.isconstant
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- Determine whether the object is constant.
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* - mindspore.ops.isfinite
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- Refer to :class:`mindspore.ops.IsFinite`.
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* - mindspore.ops.isinstance\_
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- Refer to :class:`mindspore.ops.IsInstance`.
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* - mindspore.ops.isnan
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- Refer to :class:`mindspore.ops.IsNan`.
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* - mindspore.ops.issubclass\_
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- Refer to :class:`mindspore.ops.IsSubClass`.
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* - mindspore.ops.log
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- Refer to :class:`mindspore.ops.Log`.
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* - mindspore.ops.logical_and
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- Refer to :class:`mindspore.ops.LogicalAnd`.
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* - mindspore.ops.le
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- Refer to :class:`mindspore.ops.LessEqual`.
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* - mindspore.ops.less
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- Refer to :class:`mindspore.ops.Less`.
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* - mindspore.ops.logical_and
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- Refer to :class:`mindspore.ops.LogicalAnd`.
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* - mindspore.ops.logical_not
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- Refer to :class:`mindspore.ops.LogicalNot`.
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* - mindspore.ops.logical_or
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- Refer to :class:`mindspore.ops.LogicalOr`.
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* - mindspore.ops.maximum
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- Refer to :class:`mindspore.ops.Maximum`.
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* - mindspore.ops.minimum
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- Refer to :class:`mindspore.ops.Minimum`.
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* - mindspore.ops.mul
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- Refer to :class:`mindspore.ops.Mul`.
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* - mindspore.ops.neg_tensor
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- Refer to :class:`mindspore.ops.Neg`.
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* - mindspore.ops.not_equal
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- Refer to :class:`mindspore.ops.NotEqual`.
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* - mindspore.ops.not_in_dict
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- Determine whether the object is not in the dict.
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* - mindspore.ops.ones_like
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- Refer to :class:`mindspore.ops.OnesLike`.
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* - mindspore.ops.partial
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- Refer to :class:`mindspore.ops.Partial`.
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* - mindspore.ops.pows
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- Refer to :class:`mindspore.ops.Pow`.
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* - mindspore.ops.print\_
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- Refer to :class:`mindspore.ops.Print`.
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* - mindspore.ops.rank
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- Refer to :class:`mindspore.ops.Rank`.
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* - mindspore.ops.reduce_max
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- Refer to :class:`mindspore.ops.ReduceMax`.
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* - mindspore.ops.reduce_mean
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- Refer to :class:`mindspore.ops.ReduceMean`.
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* - mindspore.ops.reduce_min
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- Refer to :class:`mindspore.ops.ReduceMin`.
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* - mindspore.ops.reduce_prod
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- Refer to :class:`mindspore.ops.ReduceProd`.
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* - mindspore.ops.reduce_sum
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- Refer to :class:`mindspore.ops.ReduceSum`.
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* - mindspore.ops.reshape
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- Refer to :class:`mindspore.ops.Reshape`.
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* - mindspore.ops.same_type_shape
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- Refer to :class:`mindspore.ops.SameTypeShape`.
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* - mindspore.ops.scalar_add
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- Get the sum of two numbers. (Usage is the same as "+" in Python)
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* - mindspore.ops.scalar_cast
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- Refer to :class:`mindspore.ops.ScalarCast`.
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* - mindspore.ops.scalar_div
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- Get the quotient of dividing the first input number by the second input number. (Usage is the same as "/" in Python)
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* - mindspore.ops.scalar_eq
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- Determine whether two numbers are equal. (Usage is the same as "==" in Python)
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* - mindspore.ops.scalar_floordiv
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- Divide the first input number by the second input number and round down to the closest integer. (Usage is the same as "//" in Python)
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* - mindspore.ops.scalar_ge
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- Determine whether the number is greater than or equal to another number. (Usage is the same as ">=" in Python)
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* - mindspore.ops.scalar_gt
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- Determine whether the number is greater than another number. (Usage is the same as ">" in Python)
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* - mindspore.ops.scalar_le
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- Determine whether the number is less than or equal to another number. (Usage is the same as "<=" in Python)
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* - mindspore.ops.scalar_log
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- Get the natural logarithm of the input number.
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* - mindspore.ops.scalar_lt
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- Determine whether the number is less than another number. (Usage is the same as "<" in Python)
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* - mindspore.ops.scalar_mod
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- Get the remainder of dividing the first input number by the second input number. (Usage is the same as "%" in Python)
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* - mindspore.ops.scalar_mul
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- Get the product of the input two numbers. (Usage is the same as "*" in Python)
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* - mindspore.ops.scalar_ne
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- Determine whether two numbers are not equal. (Usage is the same as "!=" in Python)
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* - mindspore.ops.scalar_pow
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- Compute a number to the power of the second input number.
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* - mindspore.ops.scalar_sub
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- Subtract the second input number from the first input number. (Usage is the same as "-" in Python)
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* - mindspore.ops.scalar_to_array
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- Refer to :class:`mindspore.ops.ScalarToArray`.
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* - mindspore.ops.scalar_to_tensor
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- Refer to :class:`mindspore.ops.ScalarToTensor`.
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* - mindspore.ops.scalar_uadd
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- Get the positive value of the input number.
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* - mindspore.ops.scalar_usub
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- Get the negative value of the input number.
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* - mindspore.ops.scatter_nd
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- Refer to :class:`mindspore.ops.ScatterNd`.
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* - mindspore.ops.scatter_nd_update
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- Refer to :class:`mindspore.ops.ScatterNdUpdate`.
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* - mindspore.ops.scatter_update
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- Refer to :class:`mindspore.ops.ScatterUpdate`.
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* - mindspore.ops.shape
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- Refer to :class:`mindspore.ops.Shape`.
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* - mindspore.ops.shape_mul
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- The input of shape_mul must be shape multiply elements in tuple(shape).
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* - mindspore.ops.sin
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- Refer to :class:`mindspore.ops.Sin`.
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* - mindspore.ops.sinh
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- Refer to :class:`mindspore.ops.Sinh`.
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* - mindspore.ops.size
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- Refer to :class:`mindspore.ops.Size`.
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* - mindspore.ops.sort
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- Refer to :class:`mindspore.ops.Sort`.
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* - mindspore.ops.sqrt
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- Refer to :class:`mindspore.ops.Sqrt`.
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* - mindspore.ops.square
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- Refer to :class:`mindspore.ops.Square`.
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* - mindspore.ops.squeeze
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- Refer to :class:`mindspore.ops.Squeeze`.
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* - mindspore.ops.stack
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- Refer to :class:`mindspore.ops.Stack`.
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* - mindspore.ops.stop_gradient
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2022-03-25 15:02:02 +08:00
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- Disable update during back propagation. (`stop_gradient <https://www.mindspore.cn/tutorials/en/master/beginner/autograd.html#stopping-gradient>`_)
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2022-03-24 16:04:00 +08:00
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* - mindspore.ops.strided_slice
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- Refer to :class:`mindspore.ops.StridedSlice`.
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* - mindspore.ops.string_concat
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- Concatenate two strings.
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* - mindspore.ops.string_eq
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- Determine if two strings are equal.
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* - mindspore.ops.sub
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- Refer to :class:`mindspore.ops.Sub`.
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* - mindspore.ops.tan
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- Refer to :class:`mindspore.ops.Tan`.
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* - mindspore.ops.tanh
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- Refer to :class:`mindspore.ops.Tanh`.
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* - mindspore.ops.tensor_add
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- Refer to :class:`mindspore.ops.Add`.
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* - mindspore.ops.tensor_div
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- Refer to :class:`mindspore.ops.RealDiv`.
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* - mindspore.ops.tensor_exp
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- Refer to :class:`mindspore.ops.Exp`.
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* - mindspore.ops.tensor_expm1
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- Refer to :class:`mindspore.ops.Expm1`.
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* - mindspore.ops.tensor_floordiv
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- Refer to :class:`mindspore.ops.FloorDiv`.
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* - mindspore.ops.tensor_ge
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- Refer to :class:`mindspore.ops.GreaterEqual`.
|
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* - mindspore.ops.tensor_gt
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- Refer to :class:`mindspore.ops.Greater`.
|
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* - mindspore.ops.tensor_le
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- Refer to :class:`mindspore.ops.LessEqual`.
|
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* - mindspore.ops.tensor_lt
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- Refer to :class:`mindspore.ops.Less`.
|
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* - mindspore.ops.tensor_mod
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- Refer to :class:`mindspore.ops.FloorMod`.
|
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* - mindspore.ops.tensor_mul
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- Refer to :class:`mindspore.ops.Mul`.
|
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* - mindspore.ops.tensor_pow
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- Refer to :class:`mindspore.ops.Pow`.
|
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* - mindspore.ops.tensor_scatter_add
|
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|
- Refer to :class:`mindspore.ops.TensorScatterAdd`.
|
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* - mindspore.ops.tensor_scatter_update
|
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|
- Refer to :class:`mindspore.ops.TensorScatterUpdate`.
|
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* - mindspore.ops.tensor_slice
|
|
|
|
|
|
- Refer to :class:`mindspore.ops.Slice`.
|
|
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|
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* - mindspore.ops.tensor_sub
|
|
|
|
|
|
- Refer to :class:`mindspore.ops.Sub`.
|
|
|
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* - mindspore.ops.tile
|
|
|
|
|
|
- Refer to :class:`mindspore.ops.Tile`.
|
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* - mindspore.ops.transpose
|
|
|
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|
|
- Refer to :class:`mindspore.ops.Transpose`.
|
|
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|
|
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* - mindspore.ops.tuple_to_array
|
|
|
|
|
|
- Refer to :class:`mindspore.ops.TupleToArray`.
|
|
|
|
|
|
* - mindspore.ops.typeof
|
|
|
|
|
|
- Get type of object.
|
|
|
|
|
|
* - mindspore.ops.zeros_like
|
|
|
|
|
|
- Refer to :class:`mindspore.ops.ZerosLike`.
|
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|
.. mscnplatformautosummary::
|
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:toctree: ops
|
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|
:nosignatures:
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|
|
:template: classtemplate.rst
|
|
|
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|
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|
|
mindspore.ops.arange
|
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mindspore.ops.batch_dot
|
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|
mindspore.ops.clip_by_global_norm
|
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|
|
mindspore.ops.clip_by_value
|
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|
mindspore.ops.core
|
|
|
|
|
|
mindspore.ops.count_nonzero
|
|
|
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|
mindspore.ops.cummin
|
|
|
|
|
|
mindspore.ops.dot
|
|
|
|
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mindspore.ops.gamma
|
|
|
|
|
|
mindspore.ops.grad
|
|
|
|
|
|
mindspore.ops.jvp
|
|
|
|
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mindspore.ops.laplace
|
|
|
|
|
|
mindspore.ops.matmul
|
|
|
|
|
|
mindspore.ops.multinomial
|
|
|
|
|
|
mindspore.ops.narrow
|
|
|
|
|
|
mindspore.ops.normal
|
|
|
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|
|
mindspore.ops.poisson
|
|
|
|
|
|
mindspore.ops.repeat_elements
|
|
|
|
|
|
mindspore.ops.select
|
|
|
|
|
|
mindspore.ops.sequence_mask
|
|
|
|
|
|
mindspore.ops.tensor_dot
|
|
|
|
|
|
mindspore.ops.uniform
|
2022-03-26 16:58:33 +08:00
|
|
|
|
mindspore.ops.vjp
|
|
|
|
|
|
mindspore.ops.unique
|
