From dev-return-4186-archive-asf-public=cust-asf.ponee.io@singa.apache.org Wed Feb 12 11:54:32 2020 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 BCFB3180657 for ; Wed, 12 Feb 2020 12:54:31 +0100 (CET) Received: (qmail 1480 invoked by uid 500); 12 Feb 2020 11:54:31 -0000 Mailing-List: contact dev-help@singa.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@singa.apache.org Delivered-To: mailing list dev@singa.apache.org Received: (qmail 1468 invoked by uid 99); 12 Feb 2020 11:54:31 -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; Wed, 12 Feb 2020 11:54:31 +0000 From: GitBox To: dev@singa.apache.org Subject: [GitHub] [singa] chrishkchris commented on issue #598: fix softmax nan problem Message-ID: <158150847105.19080.5156166260905272102.gitbox@gitbox.apache.org> References: In-Reply-To: Date: Wed, 12 Feb 2020 11:54:31 -0000 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 8bit chrishkchris commented on issue #598: fix softmax nan problem URL: https://github.com/apache/singa/pull/598#issuecomment-585170944 I strongly support this change for two reasons: 1. The current setting fails some network structure/dataset, which make the functions not universal for all applications. 2. SoftMax forward spent only very short time within the CNN training, e.g. resnet50 has many conv layers but only one SoftMax layer, so the time spent in SoftMax is not the bottleneck. ---------------------------------------------------------------- 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