original_docstring: 
          Method used for determining the input shape of the first fully connected layer
          
docstring: Method used for determining the input shape of the first fully connected layer
docstring_tokens: Method used for determining the input shape of the first fully connected layer
code: def calc_fc_input_dim(self, input_dim):
          '''
          Method used for determining the input shape of the first fully connected layer
          '''
          dummy_state = T.zeros(1, *input_dim) # batch_size=1
          dim = self.conv1(dummy_state)
          dim = self.conv2(dim)
          dim = self.conv3(dim)        
          return int(np.prod(dim.size()))
code_tokens: def calc_fc_input_dim ( self , input_dim ) : dummy_state = T . zeros ( 1 , * input_dim ) dim = self . conv1 ( dummy_state ) dim = self . conv2 ( dim ) dim = self . conv3 ( dim ) return int ( np . prod ( dim . size ( ) ) )
short_docstring: Method used for determining the input shape of the first fully connected layer
short_docstring_tokens: Method used for determining the input shape of the first fully connected layer
comment: '''
          Method used for determining the input shape of the first fully connected layer
          '''$SEP$# batch_size=1