Return-Path: X-Original-To: archive-asf-public-internal@cust-asf2.ponee.io Delivered-To: archive-asf-public-internal@cust-asf2.ponee.io Received: from cust-asf.ponee.io (cust-asf.ponee.io [163.172.22.183]) by cust-asf2.ponee.io (Postfix) with ESMTP id BCBFF200D17 for ; Wed, 30 Aug 2017 13:07:12 +0200 (CEST) Received: by cust-asf.ponee.io (Postfix) id BB469168D44; Wed, 30 Aug 2017 11:07:12 +0000 (UTC) Delivered-To: archive-asf-public@cust-asf.ponee.io Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by cust-asf.ponee.io (Postfix) with SMTP id 1840B168D47 for ; Wed, 30 Aug 2017 13:07:11 +0200 (CEST) Received: (qmail 16990 invoked by uid 500); 30 Aug 2017 11:07:11 -0000 Mailing-List: contact issues-help@hivemall.incubator.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@hivemall.incubator.apache.org Delivered-To: mailing list issues@hivemall.incubator.apache.org Received: (qmail 16974 invoked by uid 99); 30 Aug 2017 11:07:11 -0000 Received: from pnap-us-west-generic-nat.apache.org (HELO spamd4-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Wed, 30 Aug 2017 11:07:11 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd4-us-west.apache.org (ASF Mail Server at spamd4-us-west.apache.org) with ESMTP id B5C65C203D for ; Wed, 30 Aug 2017 11:07:10 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd4-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: -4.021 X-Spam-Level: X-Spam-Status: No, score=-4.021 tagged_above=-999 required=6.31 tests=[KAM_LAZY_DOMAIN_SECURITY=1, RCVD_IN_DNSWL_HI=-5, RCVD_IN_MSPIKE_H3=-0.01, RCVD_IN_MSPIKE_WL=-0.01, RP_MATCHES_RCVD=-0.001] autolearn=disabled Received: from mx1-lw-eu.apache.org ([10.40.0.8]) by localhost (spamd4-us-west.apache.org [10.40.0.11]) (amavisd-new, port 10024) with ESMTP id nDcQ0C9omHbl for ; Wed, 30 Aug 2017 11:07:10 +0000 (UTC) Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx1-lw-eu.apache.org (ASF Mail Server at mx1-lw-eu.apache.org) with SMTP id 5F85260EF3 for ; Wed, 30 Aug 2017 11:07:09 +0000 (UTC) Received: (qmail 16825 invoked by uid 99); 30 Aug 2017 11:07:08 -0000 Received: from git1-us-west.apache.org (HELO git1-us-west.apache.org) (140.211.11.23) by apache.org (qpsmtpd/0.29) with ESMTP; Wed, 30 Aug 2017 11:07:08 +0000 Received: by git1-us-west.apache.org (ASF Mail Server at git1-us-west.apache.org, from userid 33) id 1E219F5574; Wed, 30 Aug 2017 11:07:08 +0000 (UTC) From: myui To: issues@hivemall.incubator.apache.org Reply-To: issues@hivemall.incubator.apache.org References: In-Reply-To: Subject: [GitHub] incubator-hivemall pull request #111: [WIP][HIVEMALL-17] Support SLIM Content-Type: text/plain Message-Id: <20170830110708.1E219F5574@git1-us-west.apache.org> Date: Wed, 30 Aug 2017 11:07:08 +0000 (UTC) archived-at: Wed, 30 Aug 2017 11:07:12 -0000 Github user myui commented on a diff in the pull request: https://github.com/apache/incubator-hivemall/pull/111#discussion_r136028991 --- Diff: core/src/main/java/hivemall/recommend/SlimUDTF.java --- @@ -217,13 +347,48 @@ private void train(int i, Map Ri, Map topKRatesOfI, int j, Map double eui = rui - predict(u, i, topKRatesOfI, j); gradSum += ruj * eui; rateSum += ruj * ruj; - errs += eui * eui; + + if (this.numIterations > 1){ + this.A.unsafeSet((int) u, j, ruj); // need optimize --- End diff -- use OI to get `u`. `(int) u` would fail. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastructure@apache.org or file a JIRA ticket with INFRA. ---