Path: csiph.com!x330-a1.tempe.blueboxinc.net!newsfeed.hal-mli.net!feeder1.hal-mli.net!weretis.net!feeder4.news.weretis.net!feeder.news-service.com!newsfeed.xs4all.nl!newsfeed6.news.xs4all.nl!xs4all!post.news.xs4all.nl!not-for-mail Return-Path: X-Original-To: python-list@python.org Delivered-To: python-list@mail.python.org X-Spam-Status: OK 0.095 X-Spam-Evidence: '*H*': 0.81; '*S*': 0.00; 'tim,': 0.09; 'lambda': 0.16; 'message-id:@glegroupsg2000goo.googlegroups.com': 0.16; 'reply-to:addr:comp.lang.python': 0.16; 'terry,': 0.16; 'to:addr:comp.lang.python': 0.16; 'url:effbot': 0.16; 'url:zone': 0.16; 'x64': 0.16; 'cc:addr:python-list': 0.17; 'header:In-Reply- To:1': 0.21; 'cc:no real name:2**0': 0.23; 'replacing': 0.23; 'responses.': 0.23; 'code': 0.24; 'function': 0.25; 'parameters': 0.26; 'thanks': 0.28; 'effect': 0.29; 'subject:?': 0.29; 'received:209.85.160': 0.29; 'cc:addr:python.org': 0.30; 'cc:addr:gmail.com': 0.30; 'post': 0.33; 'header:User-Agent:1': 0.35; 'fixing': 0.35; 'cc:2**1': 0.35; 'received:google.com': 0.37; 'received:209.85': 0.37; 'comparing': 0.37; 'url:org': 0.38; 'subject:: ': 0.38; 'received:209': 0.39; 'order': 0.62; 'to:addr:googlegroups.com': 0.63; 'url:htm': 0.71; 'header:Reply- To:1': 0.72; 'reply-to:no real name:2**0': 0.72; 'reply- to:addr:googlegroups.com': 0.73; 'subject:this': 0.76; 'fredrik': 0.84; 'ian,': 0.84; 'subject:Why': 0.84; 'subject:much': 0.93 Newsgroups: comp.lang.python Date: Thu, 2 Jun 2011 18:28:28 -0700 (PDT) In-Reply-To: Complaints-To: groups-abuse@google.com Injection-Info: glegroupsg2000goo.googlegroups.com; posting-host=202.20.0.29; posting-account=AKSfYQoAAACwn4TRj6PPDsUJJcE8GixP User-Agent: G2/1.0 X-Google-Web-Client: true MIME-Version: 1.0 Subject: Re: Why is this so much faster? From: Keir Rice To: comp.lang.python@googlegroups.com Content-Type: text/plain; charset=ISO-8859-1 Cc: Python , keirrice@gmail.com X-BeenThere: python-list@python.org X-Mailman-Version: 2.1.12 Precedence: list Reply-To: comp.lang.python@googlegroups.com List-Id: General discussion list for the Python programming language List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Message-ID: Lines: 9 NNTP-Posting-Host: 82.94.164.166 X-Trace: 1307064518 news.xs4all.nl 49177 [::ffff:82.94.164.166]:57801 X-Complaints-To: abuse@xs4all.nl Xref: x330-a1.tempe.blueboxinc.net comp.lang.python:6901 Thanks for the fast responses. Tim, you're right I did have my lambda parameters the wrong way round. Fixing up the order had no effect on the speed (platform is x64 win7). Ian, I was basing my code off Fredrik Lundh post on comparing images. http://effbot.org/zone/pil-comparing-images.htm Terry, I will try replacing the pow function next.