Class UnfoldImpl

• Defined in File fold.h

Inheritance Relationships

Base Type

• public torch::nn::Cloneable< UnfoldImpl > (Template Class Cloneable)

Class Documentation

class UnfoldImpl : public torch::nn::Cloneable<UnfoldImpl>

Applies unfold over a 4-D input.

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

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

Example:

Unfold model(UnfoldOptions({2, 4}).dilation(2).padding({2, 1}).stride(2));

Public Functions

inline UnfoldImpl(ExpandingArray<2> kernel_size)

explicit UnfoldImpl(const UnfoldOptions &options_)

virtual void reset() override

reset() must perform initialization of all members with reference semantics, most importantly parameters, buffers and submodules.

virtual void pretty_print(std::ostream &stream) const override

Pretty prints the Unfold module into the given stream.

Tensor forward(const Tensor &input)

Public Members

UnfoldOptions options

The options with which this Module was constructed.