local CSubTable, parent = torch.class('nn.CSubTable', 'nn.Module') function CSubTable:__init() parent.__init(self) self.gradInput = {} end function CSubTable:forward(input) self.output:resizeAs(input[1]):copy(input[1]) self.output:add(-1,input[2]) return self.output end function CSubTable:backward(input, gradOutput) self.gradInput[1] = self.gradInput[1] or torch.Tensor() self.gradInput[2] = self.gradInput[2] or torch.Tensor() self.gradInput[1]:resizeAs(input[1]):copy(gradOutput) self.gradInput[2]:resizeAs(input[1]):copy(gradOutput):mul(-1) return self.gradInput end function CSubTable:write(file) parent.write(self, file) end function CSubTable:read(file) parent.read(self, file) self.gradInput = {} end