diff options
Diffstat (limited to 'Narrow.lua')
-rw-r--r-- | Narrow.lua | 70 |
1 files changed, 0 insertions, 70 deletions
diff --git a/Narrow.lua b/Narrow.lua deleted file mode 100644 index 5c6d07e..0000000 --- a/Narrow.lua +++ /dev/null @@ -1,70 +0,0 @@ -local Narrow, parent = torch.class('nn.Narrow', 'nn.Module') - -local help_desc = -[[Selects a subset of a dimension of a nxpxqx.. Tensor.]] - -local help_example = -[[mlp=nn.Sequential(); -mlp:add(nn.Narrow(1,3,2)) - -require "lab" -x=lab.randn(10,5) -print(x) -print(mlp:forward(x)) - --- gives the output: - 0.9720 -0.0836 0.0831 -0.2059 -0.0871 - 0.8750 -2.0432 -0.1295 -2.3932 0.8168 - 0.0369 1.1633 0.6483 1.2862 0.6596 - 0.1667 -0.5704 -0.7303 0.3697 -2.2941 - 0.4794 2.0636 0.3502 0.3560 -0.5500 --0.1898 -1.1547 0.1145 -1.1399 0.1711 --1.5130 1.4445 0.2356 -0.5393 -0.6222 --0.6587 0.4314 1.1916 -1.4509 1.9400 - 0.2733 1.0911 0.7667 0.4002 0.1646 - 0.5804 -0.5333 1.1621 1.5683 -0.1978 -[torch.Tensor of dimension 10x5] - - 0.0369 1.1633 0.6483 1.2862 0.6596 - 0.1667 -0.5704 -0.7303 0.3697 -2.2941 -[torch.Tensor of dimension 2x5] ]] - -function Narrow:__init(dimension,offset,length) - parent.__init(self) - self.dimension=dimension - self.index=offset - self.length=length or 1 - if not dimension or not offset then - error(xlua.usage('nn.Narrow', help_desc, help_example, - {type='number', help='dimension', req=true}, - {type='number', help='offset', req=true}, - {type='number', help='length', default=1})) - end -end - -function Narrow:forward(input) - local output=input:narrow(self.dimension,self.index,self.length); - self.output:resizeAs(output) - return self.output:copy(output) -end - -function Narrow:backward(input, gradOutput) - self.gradInput:resizeAs(input) - self.gradInput:zero(); - self.gradInput:narrow(self.dimension,self.index,self.length):copy(gradOutput) - return self.gradInput -end - -function Narrow:write(file) - parent.write(self, file) - file:writeInt(self.dimension) - file:writeLong(self.index) - file:writeLong(self.length) -end - -function Narrow:read(file, version) - parent.read(self, file) - self.dimension = file:readInt() - self.index = file:readLong() - self.length = file:readLong() -end |