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From "ASF subversion and git services (JIRA)" <>
Subject [jira] [Commented] (SINGA-9) Add Support for Restricted Boltzman Machine (RBM) model
Date Fri, 24 Jul 2015 12:15:04 GMT


ASF subversion and git services commented on SINGA-9:

Commit 1b03a9bdec2c8191ebbe9af5631f585615ee58b9 in incubator-singa's branch refs/heads/master
from Wei Wang
[;h=1b03a9b ]

SINGA-9 Add Support for Restricted Boltzman Machine (RBM) model

update rbm_job.conf by increating test frequency
remove visualization_frequency in ModelProto

> Add Support for Restricted Boltzman Machine (RBM) model
> -------------------------------------------------------
>                 Key: SINGA-9
>                 URL:
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: ZHAOJING
> This ticket is to implement RBM in SINGA.
> To training RBM models, the Contrastive Divergence (CD) algorithm should be implemented.

> We have implemented a BPWorker to run the Back-Propagation algorithm. To implement the
CD algorithm, we follow the same way to create a CDWorker whose RunOneBatch function controls
the logic of the CD algorithm, including positive phase, negative phase and computing gradient
> RBM's layers are different to the layers for feed-forward neural networks, hence new
layers for RBM models should be added.

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