This class is used to initialize weight matrix with constant values.
More...
#include <const_init.hpp>
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| ConstInitialization (const double initVal=0) |
| | Create the ConstantInitialization object.
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| template<typename eT > |
| void | Initialize (arma::Mat< eT > &W, const size_t rows, const size_t cols) |
| | Initialize the elements of the specified weight matrix. More...
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| template<typename eT > |
| void | Initialize (arma::Mat< eT > &W) |
| | Initialize the elements of the specified weight matrix. More...
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| template<typename eT > |
| void | Initialize (arma::Cube< eT > &W, const size_t rows, const size_t cols, const size_t slices) |
| | Initialize the elements of the specified weight (3rd order tensor). More...
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| template<typename eT > |
| void | Initialize (arma::Cube< eT > &W) |
| | Initialize the elements of the specified weight (3rd order tensor). More...
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double const & | InitValue () const |
| | Get the initialization value.
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double & | initValue () |
| | Modify the initialization value.
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This class is used to initialize weight matrix with constant values.
◆ Initialize() [1/4]
template<typename eT >
| void mlpack::ann::ConstInitialization::Initialize |
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arma::Mat< eT > & |
W, |
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const size_t |
rows, |
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const size_t |
cols |
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) |
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inline |
Initialize the elements of the specified weight matrix.
- Parameters
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| W | Weight matrix to initialize. |
| rows | Number of rows. |
| cols | Number of columns. |
◆ Initialize() [2/4]
template<typename eT >
| void mlpack::ann::ConstInitialization::Initialize |
( |
arma::Mat< eT > & |
W | ) |
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inline |
Initialize the elements of the specified weight matrix.
- Parameters
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| W | Weight matrix to initialize. |
◆ Initialize() [3/4]
template<typename eT >
| void mlpack::ann::ConstInitialization::Initialize |
( |
arma::Cube< eT > & |
W, |
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const size_t |
rows, |
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const size_t |
cols, |
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const size_t |
slices |
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) |
| |
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inline |
Initialize the elements of the specified weight (3rd order tensor).
- Parameters
-
| W | Weight matrix to initialize. |
| rows | Number of rows. |
| cols | Number of columns. |
| slices | Number of slices. |
◆ Initialize() [4/4]
template<typename eT >
| void mlpack::ann::ConstInitialization::Initialize |
( |
arma::Cube< eT > & |
W | ) |
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|
inline |
Initialize the elements of the specified weight (3rd order tensor).
- Parameters
-
| W | Weight matrix to initialize. |
The documentation for this class was generated from the following file:
