Tanh
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Hyperbolic tangent activation function.
For example:
Operand<TFloat32> input = tf.constant(new float[]
{-3.0f,-1.0f, 0.0f, 1.0f, 3.0f});
Tanh<TFloat32> tanh = new Tanh<>(tf);
Operand<TFloat32> result = tanh.call(input);
// result = [-0.9950547f, -0.7615942f, 0.f, 0.7615942f, 0.9950547f]
Public Constructors
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Tanh(Ops tf)
Creates a Hyperbolic tangent activation.
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Inherited Methods
From class
java.lang.Object
boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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Public Constructors
public
Tanh
(Ops tf)
Creates a Hyperbolic tangent activation.
Public Methods
Gets the calculation operation for the activation.
Returns
- The operand for the activation
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Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[],null,["# Tanh\n\npublic class **Tanh** \nHyperbolic tangent activation function.\n\nFor example:\n\n```\n Operand\u003cTFloat32\u003e input = tf.constant(new float[]\n {-3.0f,-1.0f, 0.0f, 1.0f, 3.0f});\n Tanh\u003cTFloat32\u003e tanh = new Tanh\u003c\u003e(tf);\n Operand\u003cTFloat32\u003e result = tanh.call(input);\n // result = [-0.9950547f, -0.7615942f, 0.f, 0.7615942f, 0.9950547f]\n \n```\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Public Constructors\n\n|---|---------------------------------------------------------------------------------------------------------------------------------|\n| | [Tanh](/jvm/api_docs/java/org/tensorflow/framework/activations/Tanh#Tanh(Ops))(Ops tf) Creates a Hyperbolic tangent activation. |\n\n### Public Methods\n\n|-----------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e | [call](/jvm/api_docs/java/org/tensorflow/framework/activations/Tanh#call(org.tensorflow.Operand\u003cT\u003e))([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input) Gets the calculation operation for the activation. |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.framework.activations.Activation](/jvm/api_docs/java/org/tensorflow/framework/activations/Activation) \n\n|--------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e | [call](/jvm/api_docs/java/org/tensorflow/framework/activations/Activation#call(org.tensorflow.Operand\u003cT\u003e))([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input) Gets the calculation operation for the activation. |\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nPublic Constructors\n-------------------\n\n#### public\n**Tanh**\n(Ops tf)\n\nCreates a Hyperbolic tangent activation. \n\n##### Parameters\n\n| tf | the TensorFlow Ops |\n|----|--------------------|\n\nPublic Methods\n--------------\n\n#### public [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\n**call**\n([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input)\n\nGets the calculation operation for the activation. \n\n##### Parameters\n\n| input | the input tensor |\n|-------|------------------|\n\n##### Returns\n\n- The operand for the activation"]]