gonito/templates/challenge-how-to.hamlet

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<h1>Challenge How To
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<h2>Install GEval (recommended, but not obligatory)
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<h4>option A — install GEval with Haskell Stack (needs some time and a couple of gigabytes of hard disk space)
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<p>In order to evaluate your work locally, you need the GEval tool. First, install <a href="https://docs.haskellstack.org/en/stable/README/">Haskell Stack</a>:
<pre>
curl -sSL https://get.haskellstack.org/ | sh
<p>and then install GEval itself:
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<pre>
git clone git://gonito.net/geval
cd geval
stack setup
stack install
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~/.local/bin/geval --help
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<h4>option B — just download the GEval binary (simpler if you have a standard 64-bit Linux)
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<pre>
wget <a href="https://gonito.net/get/bin/geval">https://gonito.net/get/bin/geval</a>
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chmod u+x geval
./geval --help
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<p>(GEval will make your life easier, but is not obligatory, so if you have any trouble with installing/running GEval, you can skip this step, for the time being.)
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<h2>Get your repo
$case (appRepoScheme settings)
$of SelfHosted
$if not isIDSet || not isSSHUploaded
<p>You need to
$if not isIDSet
\ set up your ID
$if not isSSHUploaded
\ and
$if not isSSHUploaded
\ upload your SSH public key
\ (see <a href="@{YourAccountR}">your account</a>) if you want to have a repo hosted on Gonito.net, then:
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<pre>
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git clone --single-branch #{appRepoHost settings}#{shownId}/#{challengeName challenge}
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<p>(Warning about empty repository is expected, don't worry about it.)
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<pre>
cd #{challengeName challenge}
git pull #{appRepoHost settings}#{challengeName challenge}
<p>(Alternatively, you can use any other Git repo, e.g. GitLab, make sure Gonito.net has access to your repo.)
$of Branches
<p>Clone the repo:
<pre>
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git clone --single-branch #{repoUrl repo}
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$maybe gitAnnexRemote <- (repoGitAnnexRemote repo)
<pre>
git annex init
git annex initremote storage #{gitAnnexRemote}
git annex get --from storage
<p>Switch to some branch, let's say <tt>my-brilliant-solution</tt>:
<pre>
git checkout -b my-brilliant-solution
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<h2>Work on your solution
<p>You need to generate your solution for the test set as <tt>test-A/out.tsv</tt>. You may also generate the solution for the dev set (<tt>dev-0/out.tsv</tt>).
<p>You can evaluate results for the dev set locally:
<pre>
cd #{challengeName challenge}
geval --test-name dev-0
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<h2>Push your solution to the git repo
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<p>Commit and push <tt>out.tsv</tt> files to your repo. It is also recommended to push your source codes along with <tt>out.tsv</tt> files.
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<pre>
cd #{challengeName challenge}
git add foo.py build.sh # add your source codes
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$if isJust (repoGitAnnexRemote repo)
<pre>
# if your output files are large or if they should not pushed to the regular repo (e.g. contain sensitive information):
git annex add dev-0/out.tsv test-A/out.tsv
git annex copy --to storage
# otherwise (e.g. they are just class labels), add the output files in a regular manner:
git add dev-0/out.tsv test-A/out.tsv
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$else
<pre>
git add dev-0/out.tsv test-A/out.tsv # add your output files
<pre>
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git commit -m 'my brilliant solution'
$case (appRepoScheme settings)
$of SelfHosted
<pre>
git push origin master
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<h3>Repos hosted on Gonito.net
<p>If you use a repo hosted here, a submission and evaluation is triggered automatically. You'll see the evaluation results in your console while pushing.
$of Branches
<pre>
git push origin my-brilliant-solution:my-brilliant-solution
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<h3>External repos
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<p>If you use an external repo (e.g. at your own of Gitolite or at GitLab/GitHub), you can configure a webhook.
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$maybe token <- mToken
<p>Your webook is:
<pre>
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wget --timeout=0 --quiet -O - '#{appRoot settings}/trigger-remotely' --post-data 'token=#{token}&branch=#{myBranch}&challenge=#{challengeName challenge}&url=URL_TO_YOUR_REPO'
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<h3>Manual submission
<p>In case other methods fail, you can submit your solution manually — go to the <a href="@{ChallengeSubmissionR $ challengeName challenge}">submit form</a>.
<h2>Submission metadata
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<p>Gonito can take the metadata (description, tags, parameters) of a submission from a number of sources (in order of precedence):
<ol>
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<li>the YAML files specified in the <tt>param-files</tt> field of the <tt>gonito.yaml</tt> file
<ul>
<li>only applicable for parameters,
<li><tt>gonito.yaml</tt> will be always skipped even if matches a mask given in the <tt>param-files</tt> field,
<li>parameters blacklisted in the <tt>unwanted-params</tt> field of the <tt>gonito.yaml</tt> file will be discarded;
<li><tt>gonito.yaml</tt> file committed to the repository
<ul>
<li>description given in the <tt>description</tt> field,
<li>tags given in <tt>tags</tt> field,
<li>parameters given in <tt>params</tt> field,
<li>names of output files (only for parameters)
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<ul>
<li>e.g. if the output file is <tt>out-epochs=10,learning-rate=0.01.tsv</tt>, then parameters <i>epochs</i>=10 and <i>learning-rare</i>=0.01 will be extracted;
<li>submission form (when submitting manually);
<li>git commit message
<ul>
<li>description taken from the first paragraph
<li>tags taken from a line starting with <tt>tags:</tt>
<p>Here is an example of <tt>gonito.yaml</tt>, in which all metadata could be given:
<pre>
description: This my brilliant solution
tags:
\ - neural-network
\ - left-to-right
params:
\ epochs: 10
\ learning-rate: 0.01
unwanted-params:
\ - model-file
\ - vocab-file
param-files:
\ - "*.yaml"
\ - config/*.yaml
<p>It might seem a little bit complicated, but you could simply use the method which is the most convenient for you.