Class LSTMCellImpl

• Defined in File rnn.h

Inheritance Relationships

Base Type

• public torch::nn::detail::RNNCellImplBase< LSTMCellImpl > (Template Class RNNCellImplBase)

Class Documentation

class LSTMCellImpl : public torch::nn::detail::RNNCellImplBase<LSTMCellImpl>

A long short-term memory (LSTM) cell.

See https://pytorch.org/docs/main/nn.html#torch.nn.LSTMCell to learn about the exact behavior of this module.

See the documentation for torch::nn::LSTMCellOptions class to learn what constructor arguments are supported for this module.

Example:

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

Public Functions

inline LSTMCellImpl(int64_t input_size, int64_t hidden_size)

explicit LSTMCellImpl(const LSTMCellOptions &options_)

std::tuple<Tensor, Tensor> forward(const Tensor &input, std::optional<std::tuple<Tensor, Tensor>> hx_opt = {})

Public Members

LSTMCellOptions options

Protected Functions

inline virtual bool _forward_has_default_args() override

The following three functions allow a module with default arguments in its forward method to be used in a Sequential module.

You should NEVER override these functions manually. Instead, you should use the FORWARD_HAS_DEFAULT_ARGS macro.

inline virtual unsigned int _forward_num_required_args() override

inline std::vector<torch::nn::AnyValue> _forward_populate_default_args(std::vector<torch::nn::AnyValue> &&arguments) override

Friends

friend struct torch::nn::AnyModuleHolder