Class: Torch::NN::Loss

Inherits:

Module

• Object
• Module
• Torch::NN::Loss

Defined in:

lib/torch/nn/loss.rb

Direct Known Subclasses

BCEWithLogitsLoss, CTCLoss, CosineEmbeddingLoss, HingeEmbeddingLoss, KLDivLoss, L1Loss, MSELoss, MarginRankingLoss, MultiLabelMarginLoss, PoissonNLLLoss, SmoothL1Loss, SoftMarginLoss, TripletMarginLoss, WeightedLoss

Instance Method Summary

• #initialize(reduction) ⇒ Loss constructor

  A new instance of Loss.

Methods inherited from Module

#_apply, #add_module, #apply, #buffers, #call, #children, #cpu, #cuda, #double, #eval, #float, #forward, #half, #inspect, #load_state_dict, #method_missing, #modules, #named_buffers, #named_children, #named_modules, #named_parameters, #parameters, #register_buffer, #register_parameter, #requires_grad!, #respond_to?, #share_memory, #state_dict, #to, #train, #type, #zero_grad

Methods included from Utils

#_ntuple, #_pair, #_quadrupal, #_single, #_triple

Constructor Details

#initialize(reduction) ⇒ Loss

Returns a new instance of Loss.

# File 'lib/torch/nn/loss.rb', line 4

def initialize(reduction)
  super()
  @reduction = reduction
end

Dynamic Method Handling

This class handles dynamic methods through the method_missing method in the class Torch::NN::Module