Shijie Wu shijie-wu

## README.md

      
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                shijie-wu
                / README.md
            
            
              Created
              November 30, 2016 05:21
                — forked from JoostvDoorn/README.md
            
              
                hiddenOutput cudnn LSTM
              
          
    Simple test to figure out the format of hiddenOutput of cudnn LSTM, see the file below.
hiddenOutput of normal LSTM
(1,.,.) =
  0.3042  0.3042  0.3042
[torch.CudaTensor of size 1x1x3]

hiddenOutput of bidirection LSTM


## convert.lua
--
-- Author: Joost van Doorn <joost.vandoorn@student.uva.nl>
--
require 'rnn'
require 'cudnn'

function toCudnnLSTM(seqLSTM)
   local rnn = cudnn.LSTM(seqLSTM.inputsize, seqLSTM.outputsize, 1)
   local H, R, D = seqLSTM.outputsize, seqLSTM.outputsize, seqLSTM.inputsize
   local biases = rnn:biases()

## encoderdecodercoupling.lua
--[[

Example of "coupled" separate encoder and decoder networks using cudnn, e.g. for sequence-to-sequence networks.

]]--

require 'rnn'
require 'cunn'
require 'cudnn'

## sqliteform.html
<html>

<title>
SQLite Example
</title>

<body>
        <FORM ACTION="/create" METHOD=POST>
        Name:   <input type="text" name="name">
        Marks:  <input type="text" name="marks">
	--
	-- Author: Joost van Doorn <joost.vandoorn@student.uva.nl>
	--
	require 'rnn'
	require 'cudnn'

	function toCudnnLSTM(seqLSTM)
	local rnn = cudnn.LSTM(seqLSTM.inputsize, seqLSTM.outputsize, 1)
	local H, R, D = seqLSTM.outputsize, seqLSTM.outputsize, seqLSTM.inputsize
	local biases = rnn:biases()
	--[[

	Example of "coupled" separate encoder and decoder networks using cudnn, e.g. for sequence-to-sequence networks.

	]]--

	require 'rnn'
	require 'cunn'
	require 'cudnn'
	<html>

	<title>
	SQLite Example
	</title>

	<body>
	<FORM ACTION="/create" METHOD=POST>
	Name: <input type="text" name="name">
	Marks: <input type="text" name="marks">