Return-Path: X-Original-To: apmail-singa-dev-archive@minotaur.apache.org Delivered-To: apmail-singa-dev-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id D18AA18E3D for ; Tue, 5 Jan 2016 18:10:51 +0000 (UTC) Received: (qmail 90400 invoked by uid 500); 5 Jan 2016 18:10:51 -0000 Delivered-To: apmail-singa-dev-archive@singa.apache.org Received: (qmail 90373 invoked by uid 500); 5 Jan 2016 18:10:51 -0000 Mailing-List: contact dev-help@singa.incubator.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@singa.incubator.apache.org Delivered-To: mailing list dev@singa.incubator.apache.org Received: (qmail 90363 invoked by uid 99); 5 Jan 2016 18:10:51 -0000 Received: from Unknown (HELO spamd1-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 05 Jan 2016 18:10:51 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd1-us-west.apache.org (ASF Mail Server at spamd1-us-west.apache.org) with ESMTP id 4BC4CC15F7 for ; Tue, 5 Jan 2016 18:10:51 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd1-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: 1 X-Spam-Level: * X-Spam-Status: No, score=1 tagged_above=-999 required=6.31 tests=[KAM_LAZY_DOMAIN_SECURITY=1, RP_MATCHES_RCVD=-0.001, URIBL_BLOCKED=0.001] autolearn=disabled Received: from mx1-eu-west.apache.org ([10.40.0.8]) by localhost (spamd1-us-west.apache.org [10.40.0.7]) (amavisd-new, port 10024) with ESMTP id xmFv2nvqYjXA for ; Tue, 5 Jan 2016 18:10:41 +0000 (UTC) Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx1-eu-west.apache.org (ASF Mail Server at mx1-eu-west.apache.org) with SMTP id D380925E40 for ; Tue, 5 Jan 2016 18:10:40 +0000 (UTC) Received: (qmail 89666 invoked by uid 99); 5 Jan 2016 18:10:40 -0000 Received: from arcas.apache.org (HELO arcas) (140.211.11.28) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 05 Jan 2016 18:10:40 +0000 Received: from arcas.apache.org (localhost [127.0.0.1]) by arcas (Postfix) with ESMTP id E3B4C2C1F56 for ; Tue, 5 Jan 2016 18:10:39 +0000 (UTC) Date: Tue, 5 Jan 2016 18:10:39 +0000 (UTC) From: "ASF subversion and git services (JIRA)" To: dev@singa.incubator.apache.org Message-ID: In-Reply-To: References: Subject: [jira] [Commented] (SINGA-120) Implemented GRU and BPTT MIME-Version: 1.0 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 7bit X-JIRA-FingerPrint: 30527f35849b9dde25b450d4833f0394 [ https://issues.apache.org/jira/browse/SINGA-120?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15083493#comment-15083493 ] ASF subversion and git services commented on SINGA-120: ------------------------------------------------------- Commit 473c9858aafd4cd15e6f6316deaeca1f1c0dfffc in incubator-singa's branch refs/heads/master from [~fanj] [ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=473c985 ] SINGA-120 - Implemented GRU and BPTT: 1) Updated Driver.cc to register GRU; 2) Updated job.proto to include configuration of GRU; 3) Updated configure.ac to fix some compliation errors > Implemented GRU and BPTT > ------------------------ > > Key: SINGA-120 > URL: https://issues.apache.org/jira/browse/SINGA-120 > 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 (v6.3.4#6332)