Sha256: 4771cb484895eab800f1da509c0305f8a6440f0ad27da314241d536e801072c1

Contents?: true

Size: 440 Bytes

Versions: 55

Compression:

Stored size: 440 Bytes

Contents

module Torch
  module NN
    class BCEWithLogitsLoss < Loss
      def initialize(weight: nil, reduction: "mean", pos_weight: nil)
        super(reduction)
        register_buffer("weight", weight)
        register_buffer("pos_weight", pos_weight)
      end

      def forward(input, target)
        F.binary_cross_entropy_with_logits(input, target, weight: weight, pos_weight: pos_weight, reduction: @reduction)
      end
    end
  end
end

Version data entries

55 entries across 55 versions & 1 rubygems

Version Path
torch-rb-0.3.2 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.3.1 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.3.0 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.7 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.6 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.5 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.4 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.3 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.2 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.1 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.2.0 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.1.8 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.1.7 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.1.6 lib/torch/nn/bce_with_logits_loss.rb
torch-rb-0.1.5 lib/torch/nn/bce_with_logits_loss.rb