| --- Log opened Thu Jun 12 00:00:29 2014 | ||
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| shogun-notifier- | shogun: abinashpanda :develop * 4e8a23d / / (4 files): https://github.com/shogun-toolbox/shogun/commit/4e8a23dde94b8d76712c574f2f862a08bdebac87 | 00:08 |
|---|---|---|
| shogun-notifier- | shogun: added CMultilabelModel::init_primal_opt() method to facilitate learing using | 00:08 |
| shogun-notifier- | shogun: PrimalMosekSOSVM solver; modified so_multilabel.cpp to compare all the three | 00:08 |
| shogun-notifier- | shogun: solvers | 00:08 |
| shogun-notifier- | shogun: tklein23 :develop * 84451ae / / (4 files): https://github.com/shogun-toolbox/shogun/commit/84451aec4ab0c006dc8a4bbb54d5f35c522084c4 | 00:08 |
| shogun-notifier- | shogun: Merge pull request #2290 from abinashpanda/develop | 00:08 |
| shogun-notifier- | shogun: | 00:08 |
| shogun-notifier- | shogun: CMultilabelModel::init_primal_opt() for SO learning PrimalMosekSOSVM | 00:08 |
| shogun-buildbot | build #2345 of bsd1 - libshogun is complete: Failure [failed test] Build details are at http://buildbot.shogun-toolbox.org/builders/bsd1%20-%20libshogun/builds/2345 blamelist: abinashpanda <abinash.panda.ece10@itbhu.ac.in> | 00:14 |
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| shogun-buildbot | build #2346 of bsd1 - libshogun is complete: Failure [failed test] Build details are at http://buildbot.shogun-toolbox.org/builders/bsd1%20-%20libshogun/builds/2346 blamelist: tklein23 <tklein23@users.noreply.github.com> | 00:18 |
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| shogun-notifier- | shogun: Wu Lin :develop * 9fe487b / src/shogun/machine/gp/ (4 files): https://github.com/shogun-toolbox/shogun/commit/9fe487b710550def5c3001c558d1821ed132fa50 | 01:12 |
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| shogun-notifier- | shogun: minor fix | 01:12 |
| shogun-notifier- | shogun: Wu Lin :develop * 4b35809 / / (3 files): https://github.com/shogun-toolbox/shogun/commit/4b35809bfc34d0365326233434f32e521dd0b666 | 01:12 |
| shogun-notifier- | shogun: add the matrix operations class | 01:12 |
| shogun-notifier- | shogun: Wu Lin :develop * beee895 / / (3 files): https://github.com/shogun-toolbox/shogun/commit/beee895cdbb4cd256aaf4551d8a8a77b60249195 | 01:12 |
| shogun-notifier- | shogun: the first KL method | 01:12 |
| shogun-notifier- | shogun: Heiko Strathmann :develop * 2d375f1 / / (10 files): https://github.com/shogun-toolbox/shogun/commit/2d375f194c96af5fd3551afa4423fa0fac677cb3 | 01:12 |
| shogun-notifier- | shogun: Merge pull request #2295 from yorkerlin/fullDiagonalKLMethod | 01:12 |
| shogun-notifier- | shogun: | 01:12 |
| shogun-notifier- | shogun: Full diagonal kl method (the first KL method) | 01:12 |
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| shogun-notifier- | shogun-demo: Saurabh :master * 94bac4c / / (8 files): https://github.com/shogun-toolbox/shogun-demo/commit/94bac4c1fc35d680fcf2718df9db329ead25221a | 01:19 |
| shogun-notifier- | shogun-demo: regression and dataset | 01:19 |
| shogun-notifier- | shogun-demo: Saurabh :master * 1ecfd02 / demos/regression/regression.py: https://github.com/shogun-toolbox/shogun-demo/commit/1ecfd02ea3397f98d59ff061a12a79c7d067f3fe | 01:19 |
| shogun-notifier- | shogun-demo: minor fix | 01:19 |
| shogun-notifier- | shogun-demo: Heiko Strathmann :master * 12c1d74 / / (8 files): https://github.com/shogun-toolbox/shogun-demo/commit/12c1d7495fb019a98ac04bc2973eb91a6ffdb867 | 01:19 |
| shogun-notifier- | shogun-demo: Merge pull request #36 from Saurabh7/regres | 01:19 |
| shogun-notifier- | shogun-demo: | 01:19 |
| shogun-notifier- | shogun-demo: Regression models + dataset | 01:19 |
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| shogun-buildbot | build #2347 of bsd1 - libshogun is complete: Failure [failed test] Build details are at http://buildbot.shogun-toolbox.org/builders/bsd1%20-%20libshogun/builds/2347 blamelist: Heiko Strathmann <heiko.strathmann@gmail.com>, Wu Lin <yorker.lin@gmail.com> | 02:52 |
| shogun-buildbot | build #25 of nightly_fedora is complete: Failure [failed git] Build details are at http://buildbot.shogun-toolbox.org/builders/nightly_fedora/builds/25 blamelist: lambday <heavensdevil6909@gmail.com>, Parijat Mazumdar <mazumdarparijat@gmail.com>, abinashpanda <abinash.panda.ece10@itbhu.ac.in>, Wu Lin <yorker.lin@gmail.com>, tklein23 | 03:00 |
| shogun-buildbot | <tklein23@users.noreply.github.com>, Soumyajit De <heavensdevil6909@gmail.com>, Heiko Strathmann <heiko.strathmann@gmail.com>, Fernando Iglesias <fernando.iglesiasg@gmail.com> | 03:00 |
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| travis-ci | [travis-ci] it's tklein23's turn to pay the next round of drinks for the massacre he caused in shogun-toolbox/shogun: http://travis-ci.org/shogun-toolbox/shogun/builds/27355098 | 03:28 |
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| travis-ci | [travis-ci] it's tklein23's turn to pay the next round of drinks for the massacre he caused in shogun-toolbox/shogun: http://travis-ci.org/shogun-toolbox/shogun/builds/27355098 | 03:57 |
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| travis-ci | [travis-ci] it's tklein23's turn to pay the next round of drinks for the massacre he caused in shogun-toolbox/shogun: http://travis-ci.org/shogun-toolbox/shogun/builds/27355098 | 04:36 |
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| shogun-buildbot | build #824 of nightly_default is complete: Success [build successful] Build details are at http://buildbot.shogun-toolbox.org/builders/nightly_default/builds/824 | 07:58 |
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| kislay | hey sonney2k | 08:50 |
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| shogun-notifier- | shogun: Parijat Mazumdar :develop * be11731 / / (6 files): https://github.com/shogun-toolbox/shogun/commit/be11731d3407db3897423abbe05f8876376884cb | 11:01 |
| shogun-notifier- | shogun: modular API, max_depth and min_node_size added for CART | 11:01 |
| shogun-notifier- | shogun: Fernando Iglesias :develop * 373c0bc / / (6 files): https://github.com/shogun-toolbox/shogun/commit/373c0bce3a40be9f3bab5dcc8c5b86a14e4dfab0 | 11:01 |
| shogun-notifier- | shogun: Merge pull request #2297 from mazumdarparijat/rf | 11:01 |
| shogun-notifier- | shogun: | 11:01 |
| shogun-notifier- | shogun: modular API, max_depth and min_node_size added for CART | 11:01 |
| shogun-buildbot | build #2348 of bsd1 - libshogun is complete: Failure [failed test] Build details are at http://buildbot.shogun-toolbox.org/builders/bsd1%20-%20libshogun/builds/2348 blamelist: Fernando Iglesias <fernando.iglesiasg@gmail.com>, Parijat Mazumdar <mazumdarparijat@gmail.com> | 11:11 |
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| travis-ci | [travis-ci] it's Fernando Iglesias's turn to pay the next round of drinks for the massacre he caused in shogun-toolbox/shogun: http://travis-ci.org/shogun-toolbox/shogun/builds/27386267 | 11:25 |
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| shogun-buildbot | build #344 of debian wheezy - memcheck is complete: Failure [failed memory check] Build details are at http://buildbot.shogun-toolbox.org/builders/debian%20wheezy%20-%20memcheck/builds/344 blamelist: Fernando Iglesias <fernando.iglesiasg@gmail.com>, Parijat Mazumdar <mazumdarparijat@gmail.com> | 18:41 |
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| kislay | hey khalednasr | 19:06 |
| khalednasr | kislay, hey | 19:06 |
| kislay | check this out | 19:06 |
| kislay | https://github.com/kislayabhi/docs/blob/master/OpenCV%20NN%20vs%20Shogun%20NN.md | 19:06 |
| kislay | I have updated it | 19:06 |
| kislay | its better than earlier now. | 19:06 |
| kislay | khalednasr, do you think it's fair now? | 19:07 |
| khalednasr | kislay, seems like it | 19:09 |
| khalednasr | kislay, why 1e-8 for epsilon? did you try larger values? | 19:09 |
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| kislay | yeah | 19:10 |
| kislay | OpenCV's better when the epsilon is near 0.0001 | 19:11 |
| kislay | but as we get more less.. | 19:11 |
| kislay | we get an edge. | 19:11 |
| kislay | what is the general value that an epsilon should assume btw! | 19:11 |
| khalednasr | kislay, maybe we can try disabling epsilon completely, and just train both networks for 1000 iterations or so | 19:12 |
| khalednasr | kislay, the default is 1e-5 | 19:12 |
| kislay | lets try on that too.. | 19:14 |
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| khalednasr | kislay, what do you mean by an edge? | 19:15 |
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| kislay | the training time of ours gets better as we decrease the value of the epsilon over OPencv's | 19:16 |
| khalednasr | kislay, I see. let me know what happens when you set epsilon to 0 | 19:18 |
| kislay | opencv takes 2.3 secs with accuracy of 68.8% | 19:19 |
| kislay | ours take 0.39 secs with acc of 81% | 19:19 |
| kislay | ^^^ | 19:20 |
| kislay | for epsilon=0 | 19:20 |
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| khalednasr | kislay, can you try increasing the number of iterations? so that opencv's acc can improve a little | 19:20 |
| kislay | yeah | 19:21 |
| kislay | lemme try | 19:21 |
| kislay | I don't get it... I have increased the number of iter. from 1000 to 1000. Now OpenCV takes 23 secs but still gives an accuracy of 68.8% | 19:23 |
| kislay | khalednasr, 1000 to *10000.. | 19:23 |
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| khalednasr | kislay, that's weird.. | 19:27 |
| khalednasr | kislay, I suspect that opencv might be doing stochastic gradient descent instead of batch gradient descent. can you try setting gd_mini_batch_size = 1 in shogun? | 19:30 |
| kislay | let me.. | 19:30 |
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| kislay | hey khalednasr , I just tried for iter. = 100, epsl=0 for opencv... It gives an acc of 82% | 19:40 |
| kislay | Are you sure, setting epsilon =0 for opencv is same as that of ours. | 19:40 |
| kislay | because these are not consistent results. | 19:40 |
| khalednasr | I'm not sure. Their doc. doesn't give the details | 19:43 |
| kislay | yeah. | 19:44 |
| kislay | Doc is not that good. I don't even find any mention of setting the mini batch size? | 19:45 |
| khalednasr | Yeah. The only thing mentioned is that rprop uses full batch training | 19:48 |
| kislay | yup | 19:48 |
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| khalednasr | kislay, for openv, the respones should be in the range -1 to 1 when you're using sigmoid neurons, not 0 to 1 | 19:56 |
| kislay | I use a tuple, since they don't have multiclass labels facility over there..so having a tuple like [-0.8,-0.5,0.1,0.3] suggests that its the last one winning right?] | 19:59 |
| kislay | khalednasr, I am just using the max. one as the result . | 19:59 |
| kislay | khalednasr, so..it won't effect whether its 0-1 ot -1 to 1.. | 20:00 |
| kislay | what say? | 20:00 |
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| khalednasr | kislay, yeah I see, but the binary labels that you're giving them is in the 0-1 range, right? | 20:02 |
| kislay | ah! yes | 20:03 |
| kislay | okay | 20:04 |
| kislay | got your point | 20:04 |
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| kislay | hey khalednasr , I changed it. Nothing changed though. every result as before. | 20:17 |
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| kislay | hey iglesiasg :) | 20:20 |
| @iglesiasg | hi kislay | 20:20 |
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| kislay | iglesiasg, Some insights in KNN over here.. https://github.com/kislayabhi/docs/blob/master/OpenCV%20KNN%20vs%20Shogun%20KNN.md | 20:22 |
| @iglesiasg | kislay, tell me | 20:22 |
| kislay | iglesiasg, I am getting a poor accuracy for KNN for some reason. | 20:23 |
| @iglesiasg | kislay, is it what you call efficiency at the end of the doc | 20:23 |
| kislay | ah..yeah thats accuracy actually.. | 20:24 |
| @iglesiasg | kislay, is it using the exact same train and test data in OpenCV and Shogun? | 20:25 |
| @iglesiasg | I understand it does | 20:25 |
| kislay | yeah. Thats the point. | 20:25 |
| @iglesiasg | funny, indeed | 20:26 |
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| kislay | And yeah iglesiasg , Did you checked that issue. I have to go for a workaround here also. | 20:26 |
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| @iglesiasg | kislay, no, I didn't check it | 20:27 |
| @iglesiasg | kislay, you can use multiclass accuracy btw | 20:28 |
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| kislay | iglesiasg, I see it. | 20:30 |
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| @iglesiasg | I found this quite funny actually | 20:31 |
| @iglesiasg | well, find hehe | 20:31 |
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| kislay | I did wrong something? | 20:31 |
| khalednasr | kislay, I think it would be better to stop trying to use the same training parameters for both opencv and shogun, and instead choose the parameters that maximize the accuracy for each implementation independently | 20:33 |
| kislay | khalednasr, yeah. We can do that. So that means comparison over accuracy than speed, right? | 20:34 |
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| khalednasr | kislay, not necessarily. we can also compare the time required to reach the same accuracy for each implementation | 20:38 |
| kislay | Seems good | 20:39 |
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| thoralf | Heyho. | 21:59 |
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| --- Log closed Fri Jun 13 00:00:30 2014 | ||
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