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Class LSTMCellImpl

Inheritance Relationships

Base Type

Class Documentation

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

A long short-term memory (LSTM) cell.

See https://pytorch.org/docs/master/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

LSTMCellImpl(int64_t input_size, int64_t hidden_size)
LSTMCellImpl(const LSTMCellOptions &options_)
std::tuple<Tensor, Tensor> forward(const Tensor &input, torch::optional<std::tuple<Tensor, Tensor>> hx_opt = {})

Public Members

LSTMCellOptions options

Protected Functions

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.

unsigned int _forward_num_required_args() override
std::vector<torch::nn::AnyValue> _forward_populate_default_args(std::vector<torch::nn::AnyValue> &&arguments) override

Friends

friend struct torch::nn::AnyModuleHolder

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