Struct LSTMCellOptions

• Defined in File rnn.h

Struct Documentation

struct LSTMCellOptions

Options for the LSTMCell module.

Example:

LSTMCell model(LSTMCellOptions(20, 10).bias(false));

Public Functions

LSTMCellOptions(int64_t input_size, int64_t hidden_size)

inline auto input_size(const int64_t &new_input_size) -> decltype(*this)

The number of expected features in the input x

inline auto input_size(int64_t &&new_input_size) -> decltype(*this)

inline const int64_t &input_size() const noexcept

inline int64_t &input_size() noexcept

inline auto hidden_size(const int64_t &new_hidden_size) -> decltype(*this)

The number of features in the hidden state h

inline auto hidden_size(int64_t &&new_hidden_size) -> decltype(*this)

inline const int64_t &hidden_size() const noexcept

inline int64_t &hidden_size() noexcept

inline auto bias(const bool &new_bias) -> decltype(*this)

If false, then the layer does not use bias weights b_ih and b_hh.

Default: true

inline auto bias(bool &&new_bias) -> decltype(*this)

inline const bool &bias() const noexcept

inline bool &bias() noexcept