code: def forward(self, inputs, conditions):
      outputs = self.start(inputs) + self.lc_conv1d(conditions)
      outputs = self.end(outputs)
      residual_outputs = self.residual(inputs)
      outputs = outputs + residual_outputs
  
      return outputs
  
imports: import numpy
  from torch import nn
label_desc: Use image node_id 2 for calling the GBlock obj's underlying member method code with example usage: obj.forward(inputs, conditions) and returns: outputs