汉明窗¶

汉明窗 - 17¶

版本¶

名称: HammingWindow (GitHub)
域: main
自版本: 17
函数: True
支持级别: SupportType.COMMON
形状推断: True

此版本的运算符已自版本 17起可用。

摘要¶

根据论文 https://ieeexplore.ieee.org/document/1455106 中的描述生成汉明窗。

函数体¶

此运算符的函数定义。

<
  domain: "",
  opset_import: ["" : 17]
>
HammingWindow <periodic,output_datatype>(size) => (output)
{
   A0 = Constant <value: tensor = float {0.543478}> ()
   A1 = Constant <value: tensor = float {0.456522}> ()
   A2 = Constant <value: tensor = float {0}> ()
   Zero = Constant <value: tensor = float {0}> ()
   One = Constant <value: tensor = float {1}> ()
   Two = Constant <value: tensor = float {2}> ()
   Tau = Constant <value: tensor = float {6.28319}> ()
   Periodic_Size_FP = Cast <to: int = 1> (size)
   Symmetric_Size_FP = Sub (Periodic_Size_FP, One)
   IsPeriodic = Constant <value_int: int = @periodic> ()
   IsPeriodic_FP = Cast <to: int = 1> (IsPeriodic)
   IsSymmetric_FP = Sub (One, IsPeriodic_FP)
   Periodic_Component = Mul (Periodic_Size_FP, IsPeriodic_FP)
   Symmetric_Component = Mul (Symmetric_Size_FP, IsSymmetric_FP)
   Size_FP = Add (Periodic_Component, Symmetric_Component)
   AngularIncrement = Div (Tau, Size_FP)
   Range = Range (Zero, Periodic_Size_FP, One)
   RangeAngular = Mul (Range, AngularIncrement)
   TwoRangeAngular = Mul (RangeAngular, Two)
   CosTwoRangeAngular = Cos (TwoRangeAngular)
   A2_Component = Mul (A2, CosTwoRangeAngular)
   CosRangeAngular = Cos (RangeAngular)
   A1_Component = Mul (A1, CosRangeAngular)
   Temp0 = Sub (A0, A1_Component)
   Temp1 = Add (Temp0, A2_Component)
   output = Cast <to: int = @output_datatype> (Temp1)
}

属性¶

output_datatype - INT (默认值为 '1')

输出张量的类型。严格必须是 TensorProto 中 DataType 枚举值之一，其值对应于 T2。默认值为 1 = FLOAT。
periodic - INT (默认值为 '1')

如果为 1，则返回一个窗口，用作周期性函数。如果为 0，则返回一个对称窗口。当指定“periodic”时，hann 计算长度为 size + 1 的窗口，并返回前 size 个点。默认值为 1。

输入¶

size (异构) - T1

一个标量值，指示窗口的长度。

输出¶

output (异构) - T2

长度为 size 的汉明窗。输出形状为：[size]。

类型约束¶

T1 in ( tensor(int32), tensor(int64) )

将输入大小限制为 int64_t。
T2 in ( tensor(bfloat16), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8) )

将输出类型限制为数字张量。