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From Wang Wei <wang...@comp.nus.edu.sg>
Subject Re: New features to be included in v0.3
Date Wed, 13 Jan 2016 10:41:18 GMT
Hi Mohamed

Yes. Only GRU has been added in v0.2. I think Zhongming (cc'ed) is
implementing LSTM.
It would be interesting to provide an example for acoustic modeling using
CTC.
If you have experience of using CTC for acoustic modelling , it would be
appreciated if you can help to add it in v0.3.

regards,
Wei

On Wed, Jan 13, 2016 at 5:41 PM, Mohamed Yousef <mohamed.mahdi@fci.au.edu.eg
> wrote:

> I would suggest implementing an LSTM layer and a CTC  layer (LSTM was
> planned for v0.2, but only GRU was added)
> a CTC layer would greatly simplify acoustic modeling and many other
> applications
> ________________________________________
> From: wangwei.cs@gmail.com <wangwei.cs@gmail.com> on behalf of Wang Wei <
> wangwei@comp.nus.edu.sg>
> Sent: Wednesday, January 13, 2016 8:51 AM
> To: dev@singa.incubator.apache.org
> Subject: New features to be included in v0.3
>
> Hi all,
>
> I have proposed some features for v0.3, which is scheduled to be released
> in March 2016.
> The major goals include usability and performance improvements.
>
> I have assigned some of the tasks to some developers/committers.
> If you are interested in any of them, please join the development by
> replying to that ticket.
>
> I will add new tickets continuously.
> You are also welcomed to create new tickets for other features about
> usability and performance improvements.
> Let's get started!
>
> Thanks!
>
> regards,
> Wei
> SINGA-136 <https://issues.apache.org/jira/browse/SINGA-136>
>
> Support cuDNN v4 <https://issues.apache.org/jira/browse/SINGA-136>
> Haibo Chen
> <https://issues.apache.org/jira/secure/ViewProfile.jspa?name=seaokcs>
> *Actions*
> <
> https://issues.apache.org/jira/rest/api/1.0/issues/12929715/ActionsAndOperations?atl_token=A5KQ-2QAV-T4JA-FDED%7Cdab6635ed244de6f2d2e77e2220bfc953beea22a%7Clin
> >
> SINGA-135 <https://issues.apache.org/jira/browse/SINGA-135>
>
> Improve hybrid partitioning and benchmark performance
> <https://issues.apache.org/jira/browse/SINGA-135>
> Sheng Wang
> <https://issues.apache.org/jira/secure/ViewProfile.jspa?name=wangsh>
> *Actions*
> <
> https://issues.apache.org/jira/rest/api/1.0/issues/12929708/ActionsAndOperations?atl_token=A5KQ-2QAV-T4JA-FDED%7Cdab6635ed244de6f2d2e77e2220bfc953beea22a%7Clin
> >
> SINGA-134 <https://issues.apache.org/jira/browse/SINGA-134>
>
> Extend SINGA to run over a GPU cluster
> <https://issues.apache.org/jira/browse/SINGA-134>
> *Unassigned*
> *Actions*
> <
> https://issues.apache.org/jira/rest/api/1.0/issues/12929371/ActionsAndOperations?atl_token=A5KQ-2QAV-T4JA-FDED%7Cdab6635ed244de6f2d2e77e2220bfc953beea22a%7Clin
> >
> SINGA-133 <https://issues.apache.org/jira/browse/SINGA-133>
>
> Implement message passing using MPI
> <https://issues.apache.org/jira/browse/SINGA-133>
> *Unassigned*
> *Actions*
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> https://issues.apache.org/jira/rest/api/1.0/issues/12929370/ActionsAndOperations?atl_token=A5KQ-2QAV-T4JA-FDED%7Cdab6635ed244de6f2d2e77e2220bfc953beea22a%7Clin
> >
> SINGA-132 <https://issues.apache.org/jira/browse/SINGA-132>
>
> Optimize training on a single node with GPUs
> <https://issues.apache.org/jira/browse/SINGA-132>
> Haibo Chen
> <https://issues.apache.org/jira/secure/ViewProfile.jspa?name=seaokcs>
> *Actions*
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> >
> SINGA-131 <https://issues.apache.org/jira/browse/SINGA-131>
>
> Implement and optimize hybrid training using both CPU and GPU
> <https://issues.apache.org/jira/browse/SINGA-131>
> *Unassigned*
> *Actions*
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> https://issues.apache.org/jira/rest/api/1.0/issues/12929354/ActionsAndOperations?atl_token=A5KQ-2QAV-T4JA-FDED%7Cdab6635ed244de6f2d2e77e2220bfc953beea22a%7Clin
> >
> SINGA-130 <https://issues.apache.org/jira/browse/SINGA-130>
>
> Implement a layer subclass for data prefetching
> <https://issues.apache.org/jira/browse/SINGA-130>
> *Unassigned*
> *Actions*
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> https://issues.apache.org/jira/rest/api/1.0/issues/12929190/ActionsAndOperations?atl_token=A5KQ-2QAV-T4JA-FDED%7Cdab6635ed244de6f2d2e77e2220bfc953beea22a%7Clin
> >
> SINGA-129 <https://issues.apache.org/jira/browse/SINGA-129>
>
> Add new SGD updaters <https://issues.apache.org/jira/browse/SINGA-129>
> Jinyang Gao
> <https://issues.apache.org/jira/secure/ViewProfile.jspa?name=jinyang>
> *Actions*
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> >
> SINGA-128 <https://issues.apache.org/jira/browse/SINGA-128>
>
> Update compilation options and scripts for installing SINGA on MacOS
> <https://issues.apache.org/jira/browse/SINGA-128>
> Xie Zhongle
> <https://issues.apache.org/jira/secure/ViewProfile.jspa?name=zhongle>
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> >
> SINGA-127 <https://issues.apache.org/jira/browse/SINGA-127>
>
> Clear optimization level of compilation for debugging
> <https://issues.apache.org/jira/browse/SINGA-127>
> Xie Zhongle
> <https://issues.apache.org/jira/secure/ViewProfile.jspa?name=zhongle>
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> >
> SINGA-126 <https://issues.apache.org/jira/browse/SINGA-126>
>
> Improve Python Binding for interactive training
> <https://issues.apache.org/jira/browse/SINGA-126>
> *Unassigned*
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> SINGA-125 <https://issues.apache.org/jira/browse/SINGA-125>
>
> Improve Python Helper - additional features
> <https://issues.apache.org/jira/browse/SINGA-125>
> *Unassigned*
>

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