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From "ASF subversion and git services (JIRA)" <>
Subject [jira] [Commented] (SINGA-204) Support the training of feed-forward neural nets
Date Mon, 27 Jun 2016 14:11:52 GMT


ASF subversion and git services commented on SINGA-204:

Commit d826b2e856b778b02b74be1659e990820538cffb in incubator-singa's branch refs/heads/dev
from [~flytosky]
[;h=d826b2e ]

SINGA-204 Support the training of feed-forward neural nets

Draft FeedForwardNet including functions for
1. training, training for one mini-batch
2. evaluation, evaluation for one mini-batch

Draf the Alexnet model for Cifar10 dataset,
1. Cifar10 class for reading the dataset
2. for creating the FeedForwardNet and conducting the training.

> Support the training of feed-forward neural nets
> ------------------------------------------------
>                 Key: SINGA-204
>                 URL:
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: wangwei
> For feed-forward neural nets, their layers construct a directly acyclic graph. For this
ticket, we are going to implement add a FeedForwordNet to training these nets, which 
> 1. consists of a set of directly connected layers, and 
> 2. provides functions for constructing the net by adding layers one by one
> 3. provides access functions for layers and parameters.
> 4. provides functions for forward and backward

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