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From Govinda Malavipathirana <mp.govi...@gmail.com>
Subject Re: [SYSTEMML-2089] Extended Caffe2DML and Keras2DML script generators.
Date Sat, 17 Mar 2018 18:49:27 GMT
Hi
Still there some cloud around the task. I read the documentation about
Caffe2DML, Keras2DML. Could I know current scope, expected
tasks(implementations), need an explanation. Hope we gonna implemnet
ResNet50 with Caffe2DML like missing parts of the existing script
generators.
Regards,
Govinda.


On Fri, Mar 16, 2018 at 4:42 AM Niketan Pansare <npansar@us.ibm.com> wrote:

> Hi Govinda,
>
> Please see the below responses:
>
>    1. As a example keras do support theano, tensorflow backends, in this
>    script generator are we going to use theano/tensorflow backends as well? if
>    it does the script conversion should happen like this(I guess)..We donot
>    use any backend, we only map Keras API to DML script.
>
>    2. How is the mapping functionality happen between framework script
>    and DML script?
>    Please refer to design documentation:
>    https://github.com/apache/systemml/blob/master/src/main/scala/org/apache/sysml/api/dl/Caffe2DML.scala#L56
>
>    3. And what could be the limitation, such as are we define all the DML
>    functionality in terms of keras/caffe?
>    Adding custom python layers
>
>
> Thanks,
>
> Niketan Pansare
> IBM Almaden Research Center
> E-mail: npansar At us.ibm.com
> http://researcher.watson.ibm.com/researcher/view.php?person=us-npansar
>
> [image: Inactive hide details for Govinda Malavipathirana ---03/15/2018
> 12:38:42 PM---Hi' I'm currently working on the GSoC proposal an]Govinda
> Malavipathirana ---03/15/2018 12:38:42 PM---Hi' I'm currently working on
> the GSoC proposal and looking for contribute on
>
> From: Govinda Malavipathirana <mp.govinda@gmail.com>
> To: Matthias Boehm <mboehm7@gmail.com>, dev@systemml.apache.org
> Date: 03/15/2018 12:38 PM
> Subject: [SYSTEMML-2089] Extended Caffe2DML and Keras2DML script
> generators.
> ------------------------------
>
>
>
> Hi'
> I'm currently working on the GSoC proposal and looking for contribute on
> Caffe2DML, Keras2DML script generators. I would like to know the sub task
> in details. As far as I can understand when user writes a Caffe, Keras
> script it should be convert to the DML script. In such case I have a couple
> of questions,
>
>    1. As a example keras do support theano, tensorflow backends, in this
>    script generator are we going to use theano/tensorflow backends as well? if
>    it does the script conversion should happen like this(I guess)...
>
>    ​
>    2. How is the mapping functionality happen between framework script
>    and DML script?
>    3. And what could be the limitation, such as are we define all the DML
>    functionality in terms of keras/caffe?
>
>  Also I'm hoping to contribute on [SYSTEMML-2085] Basic runtime primitives
> as well hope to get the details of it as well.
> Best regards,
> Govinda.
>
> ​
>
>
>

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