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Struct BCELossImpl

Inheritance Relationships

Base Type

Struct Documentation

struct torch::nn::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/master/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

BCELossImpl(const BCELossOptions &options_ = {})
void reset() override

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

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.

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