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So, basically we need to implement most of what's in torch7-libv2 here. Let's start off with this list:

  • AddGaussian.lua
  • BinaryStochastic.lua
  • HighwayLayer.lua
  • Nullable.lua
  • SpatialDropoutX21.lua

Ordered:

  • 2017-06-17: HighwayLayer.lua
  • 2017-06-17: BinaryStochastic.lua
  • 2017-06-17: AddGaussian.lua
  • 2017-06-18: Nullable.lua -- Perhaps this needs more rigorous testing tho

Not needed:

  • 2017-06-17: SpatialDropoutX21.lua So, the reason I needed SpatialDropoutX21 was because luatorch's SpatialDropout didn't premultiply by (1/(1-p)) pytorch's nn.Dropout2d does premultiply... So, this is not needed anymore.
  • 2017-06-18: Random.lua -- Let's see how far we can get without implementing these.
  • 2017-06-18: Zero.lua

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