Struct BCELossImpl

• Defined in File loss.h

Inheritance Relationships

Base Type

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

Struct Documentation

struct BCELossImpl : public torch::nn::Cloneable<BCELossImpl>

Creates a criterion that measures the Binary Cross Entropy between the target and the output.

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

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

Example:

BCELoss model(BCELossOptions().reduction(torch::kNone).weight(weight));

Public Functions

explicit BCELossImpl(BCELossOptions 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 BCELoss module into the given stream.

Tensor forward(const Tensor &input, const Tensor &target)

Public Members

BCELossOptions options

The options with which this Module was constructed.