diff options
Diffstat (limited to 'HardShrink.lua')
-rw-r--r-- | HardShrink.lua | 16 |
1 files changed, 16 insertions, 0 deletions
diff --git a/HardShrink.lua b/HardShrink.lua new file mode 100644 index 0000000..7dfeaca --- /dev/null +++ b/HardShrink.lua @@ -0,0 +1,16 @@ +local HardShrink, parent = torch.class('nn.HardShrink', 'nn.Module') + +function HardShrink:__init(lam) + parent.__init(self) + self.lambda = lam or 0.5 +end + +function HardShrink:updateOutput(input) + input.nn.HardShrink_updateOutput(self, input) + return self.output +end + +function HardShrink:updateGradInput(input, gradOutput) + input.nn.HardShrink_updateGradInput(self, input, gradOutput) + return self.gradInput +end |