Class: Torch::NN::CosineSimilarity

Inherits:
Module
  • Object
show all
Defined in:
lib/torch/nn/cosine_similarity.rb

Instance Method Summary collapse

Methods inherited from Module

#_apply, #add_module, #apply, #buffers, #call, #children, #cpu, #cuda, #double, #eval, #float, #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(dim: 1, eps: 1e-8) ⇒ CosineSimilarity

Returns a new instance of CosineSimilarity.



4
5
6
7
8
 
# File 'lib/torch/nn/cosine_similarity.rb', line 4

def initialize(dim: 1, eps: 1e-8)
  super()
  @dim = dim
  @eps = eps
end

Dynamic Method Handling

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

Instance Method Details

#forward(x1, x2) ⇒ Object 



10
11
12
 
# File 'lib/torch/nn/cosine_similarity.rb', line 10

def forward(x1, x2)
  F.cosine_similarity(x1, x2, dim: @dim, eps: @eps)
end