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tensorflow::ops::ComplexAbs
#include <math_ops.h>
Computes the complex absolute value of a tensor.
Summary
Given a tensor x of complex numbers, this operation returns a tensor of type float or double that is the absolute value of each element in x. All elements in x must be complex numbers of the form \(a + bj\). The absolute value is computed as \( \sqrt{a^2 + b^2}\).
For example:
x = tf.complex(3.0, 4.0) print((tf.raw_ops.ComplexAbs(x=x, Tout=tf.dtypes.float32, name=None)).numpy()) 5.0
Args:
Returns:
Public static functions
|
Tout(DataType x)
|
|
Public attributes
Public functions
node
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Tout
Attrs Tout(
DataType x
)
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tensorflow::ops::ComplexAbs Class Reference\n\ntensorflow::ops::ComplexAbs\n===========================\n\n`#include \u003cmath_ops.h\u003e`\n\nComputes the complex absolute value of a tensor.\n\nSummary\n-------\n\nGiven a tensor `x` of complex numbers, this operation returns a tensor of type `float` or `double` that is the absolute value of each element in `x`. [All](/versions/r2.14/api_docs/cc/class/tensorflow/ops/all#classtensorflow_1_1ops_1_1_all) elements in `x` must be complex numbers of the form \\\\(a + bj\\\\). The absolute value is computed as \\\\( \\\\sqrt{a\\^2 + b\\^2}\\\\).\n\nFor example:\n\nx = tf.complex(3.0, 4.0) print((tf.raw_ops.ComplexAbs(x=x, Tout=tf.dtypes.float32, name=None)).numpy()) 5.0\n\nArgs:\n\n- scope: A [Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): The y tensor.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [ComplexAbs](#classtensorflow_1_1ops_1_1_complex_abs_1ae9a8ff8e40f2b268efeb2cbf52eb00c9)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` x)` ||\n| [ComplexAbs](#classtensorflow_1_1ops_1_1_complex_abs_1ae1f3cbfd4330b1a2b1bd0bb7d20aaa7e)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` x, const `[ComplexAbs::Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/complex-abs/attrs#structtensorflow_1_1ops_1_1_complex_abs_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|-----------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_complex_abs_1a6339381a61011992fd1de7df2195c9dc) | [Operation](/versions/r2.14/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [y](#classtensorflow_1_1ops_1_1_complex_abs_1a4aac4710658d4d29694592675b9ed213) | `::`[tensorflow::Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n\n| ### Public functions ||\n|-----------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_complex_abs_1aeaf0e98583b3d60a726ebf29e7541d17)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_complex_abs_1a5590861b4175946a8e4ebff58d9e8f29)`() const ` | |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_complex_abs_1a81aea0f48f1416e116c66bb7111b1272)`() const ` | |\n\n| ### Public static functions ||\n|--------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------|\n| [Tout](#classtensorflow_1_1ops_1_1_complex_abs_1af17c93749b98b61e134f43532f100da1)`(DataType x)` | [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/complex-abs/attrs#structtensorflow_1_1ops_1_1_complex_abs_1_1_attrs) |\n\n| ### Structs ||\n|-----------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::ComplexAbs::Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/complex-abs/attrs) | Optional attribute setters for [ComplexAbs](/versions/r2.14/api_docs/cc/class/tensorflow/ops/complex-abs#classtensorflow_1_1ops_1_1_complex_abs). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### y\n\n```text\n::tensorflow::Output y\n``` \n\nPublic functions\n----------------\n\n### ComplexAbs\n\n```gdscript\n ComplexAbs(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input x\n)\n``` \n\n### ComplexAbs\n\n```gdscript\n ComplexAbs(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input x,\n const ComplexAbs::Attrs & attrs\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n``` \n\nPublic static functions\n-----------------------\n\n### Tout\n\n```text\nAttrs Tout(\n DataType x\n)\n```"]]
