Moses-support Digest, Vol 105, Issue 21

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Today's Topics:

1. Release 4.0 of the CSLM toolkit (Holger Schwenk)


----------------------------------------------------------------------

Message: 1
Date: Thu, 09 Jul 2015 22:01:11 -0700
From: Holger Schwenk <Holger.Schwenk@lium.univ-lemans.fr>
Subject: [Moses-support] Release 4.0 of the CSLM toolkit
To: ml-news@googlegroups.com, Moses-support <moses-support@mit.edu>,
mt-list@eamt.org, ln@cines.fr
Cc: holger.schwenk@lium.univ-lemans.fr
Message-ID: <559F5197.2020700@lium.univ-lemans.fr>
Content-Type: text/plain; charset=utf-8; format=flowed

Hello,

I'm happy to announce a new major version of the CSLM toolkit.

It is now available on github, just type:
git clone git@github.com:hschwenk/cslm-toolkit.git

The major changes are:
- bug fixes:
- deterministic sorting of the word-list for short lists
- corrected race condition in MachTab on GPU leading to concurrent
updates
now the results are identical to CPU version
- neural network architectures and training:
- added classes at the output layer
- introduced learning rate schemes
- layer-specific learning rates
- support for auxiliary data at the network input
- flexible sharing of parameters
- simplified network configuration
- refactorisation of GPU code
- use of CUDA streams
- better GPU kernels for activation functions
- more options to select CUDA devices, automatic selection with "-N"
- several missing functions are now available on GPU
- data handling:
- sentence scores
- cross-sentence n-grams
- arbitrary target position (still experimental)
- fast loading of phrases
- new tools
- dump embeddings
- added more documentation
- improved tutorial

Within the next days, we will provide a new tutorial with highlights
some of the new features.

feed-back, bug reports and contributions are welcome !

--
Holger Schwenk
membre IUF s?nior
professeur en Informatique
LIUM - Universit? du Maine
email : schwenk@lium.univ-lemans.fr



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End of Moses-support Digest, Vol 105, Issue 21
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