From dev-return-5627-archive-asf-public=cust-asf.ponee.io@madlib.apache.org Mon Nov 11 18:22:33 2019 Return-Path: X-Original-To: archive-asf-public@cust-asf.ponee.io Delivered-To: archive-asf-public@cust-asf.ponee.io Received: from mail.apache.org (hermes.apache.org [207.244.88.153]) by mx-eu-01.ponee.io (Postfix) with SMTP id AE5B9180629 for ; Mon, 11 Nov 2019 19:22:32 +0100 (CET) Received: (qmail 64442 invoked by uid 500); 11 Nov 2019 18:22:30 -0000 Mailing-List: contact dev-help@madlib.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@madlib.apache.org Delivered-To: mailing list dev@madlib.apache.org Received: (qmail 63852 invoked by uid 99); 11 Nov 2019 18:22:29 -0000 Received: from ec2-52-202-80-70.compute-1.amazonaws.com (HELO gitbox.apache.org) (52.202.80.70) by apache.org (qpsmtpd/0.29) with ESMTP; Mon, 11 Nov 2019 18:22:29 +0000 From: GitBox To: dev@madlib.apache.org Subject: [GitHub] [madlib] fmcquillan99 edited a comment on issue #457: DL: Enable transfer learning for multi model training Message-ID: <157349654916.12209.13891347659774695866.gitbox@gitbox.apache.org> Date: Mon, 11 Nov 2019 18:22:29 -0000 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 8bit fmcquillan99 edited a comment on issue #457: DL: Enable transfer learning for multi model training URL: https://github.com/apache/madlib/pull/457#issuecomment-552550243 (1) Train result, validation loss per iteration: ``` [0.733925223350525, 0.501948714256287, 0.401886612176895, 0.494124263525009, 0.384743869304657, 0.300327688455582, 0.368834614753723, 0.319071084260941, 0.191268876194954, 0.173252046108246] ``` After transfer learning, seems like the loss on subsequent training picks up from where this ^^^ leaves off: ``` [0.16432112455368, 0.164827600121498, 0.15946963429451, 0.156749069690704, 0.144549146294594, 0.142323225736618, 0.138157039880753, 0.127701371908188, 0.127511203289032, 0.12169610708952] [0.151703342795372, 0.15974634885788, 0.0791483223438263, 0.0740548744797707, 0.0698189586400986, 0.0977403670549393, 0.0737137421965599, 0.0555036813020706, 0.0894732773303986, 0.102973714470863] [0.14056433737278, 0.115160055458546, 0.105597652494907, 0.0925526767969131, 0.0991481989622116, 0.0907492190599442, 0.10708586871624, 0.142711892724037, 0.0837283283472061, 0.0745012909173965] etc ``` so that looks fine LGTM ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: users@infra.apache.org With regards, Apache Git Services