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ClikaRT::nn::BCEWithLogitsLossOptions

struct

Header: ClikaRT/nn/generated/loss.h

Settings of BCEWithLogitsLoss: chain the setters, or assign the fields.

Member functions​

weight(OptionalTensor)​

BCEWithLogitsLossOptions& weight(OptionalTensor v)

Sets weight, a per-element rescaling weight, broadcast against input; unset weighs 1.

Declared in ClikaRT/nn/generated/loss.h, line 500

weight()​

const OptionalTensor& weight() const

Reads weight.

Declared in ClikaRT/nn/generated/loss.h, line 505

reduction(ops::Reduction)​

BCEWithLogitsLossOptions& reduction(ops::Reduction v)

Sets reduction, how the elementwise losses reduce.

Declared in ClikaRT/nn/generated/loss.h, line 511

reduction()​

ops::Reduction reduction() const

Reads reduction.

Declared in ClikaRT/nn/generated/loss.h, line 513

pos_weight(OptionalTensor)​

BCEWithLogitsLossOptions& pos_weight(OptionalTensor v)

Sets pos_weight, a weight on the positive class, broadcast against input; unset weighs 1.

Declared in ClikaRT/nn/generated/loss.h, line 519

pos_weight()​

const OptionalTensor& pos_weight() const

Reads pos_weight.

Declared in ClikaRT/nn/generated/loss.h, line 524

Data members​

weight_​

OptionalTensor weight_ = {}

A per-element rescaling weight, broadcast against input; unset weighs 1. Default {}.

Declared in ClikaRT/nn/generated/loss.h, line 508

reduction_​

ops::Reduction reduction_ = ops::Reduction::Mean

How the elementwise losses reduce. Default ops::Reduction::Mean.

Declared in ClikaRT/nn/generated/loss.h, line 515

pos_weight_​

OptionalTensor pos_weight_ = {}

A weight on the positive class, broadcast against input; unset weighs 1. Default {}.

Declared in ClikaRT/nn/generated/loss.h, line 527