singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "ASF subversion and git services (JIRA)" <>
Subject [jira] [Commented] (SINGA-120) Implemented GRU and BPTT
Date Tue, 05 Jan 2016 18:11:39 GMT


ASF subversion and git services commented on SINGA-120:

Commit 959ef705a66b20b474dfad3e85a9f35635e8690f in incubator-singa's branch refs/heads/master
from [~flytosky]
[;h=959ef70 ]

SINGA-120 - Implemented GRU and BPTT

Add input layers for char rnn example.

Fix the bug from for flag setting in computegradient

Run with GPU; Loss decreases slowly to 3 per unit;
Todo add RNNDummyLayer and train with RMSProp

> Implemented GRU and BPTT
> ------------------------
>                 Key: SINGA-120
>                 URL:
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: Ju Fan
> This ticket will implement the GRU model (one of the RNN models) and BPTT algorithm for
training the GRU model. 
> Particularly, it implements the GRU unit and unrolling the user defined model. Truncated
BPTT is implemented as a subclass of Worker for computing the gradients of parameters.

This message was sent by Atlassian JIRA

View raw message