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William Falcon
2019-11-06 15:08:12 -05:00
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examples/Examples/index.html
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<meta name="lang:search.tokenizer" content="[\s\-]+">
<link rel="shortcut icon" href="../../assets/images/favicon.png">
<meta name="generator" content="mkdocs-1.0.4, mkdocs-material-4.4.3">
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<link rel="stylesheet" href="../../assets/stylesheets/application.30686662.css">
<link rel="stylesheet" href="../../assets/stylesheets/application.0284f74d.css">
@@ -171,7 +171,7 @@
<main class="md-main" role="main">
<main class="md-main">
<div class="md-main__inner md-grid" data-md-component="container">
@@ -476,14 +476,14 @@
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="#template-model-definition" class="md-nav__link">
<a href="#template-model-definition" title="Template model definition" class="md-nav__link">
Template model definition
</a>
</li>
<li class="md-nav__item">
<a href="#trainer-example" class="md-nav__link">
<a href="#trainer-example" title="Trainer Example" class="md-nav__link">
Trainer Example
</a>
@@ -491,21 +491,21 @@
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#cpu-hyperparameter-search" class="md-nav__link">
<a href="#cpu-hyperparameter-search" title="CPU hyperparameter search" class="md-nav__link">
CPU hyperparameter search
</a>
</li>
<li class="md-nav__item">
<a href="#hyperparameter-search-on-a-single-or-multiple-gpus" class="md-nav__link">
<a href="#hyperparameter-search-on-a-single-or-multiple-gpus" title="Hyperparameter search on a single or multiple GPUs" class="md-nav__link">
Hyperparameter search on a single or multiple GPUs
</a>
</li>
<li class="md-nav__item">
<a href="#hyperparameter-search-on-a-slurm-hpc-cluster" class="md-nav__link">
<a href="#hyperparameter-search-on-a-slurm-hpc-cluster" title="Hyperparameter search on a SLURM HPC cluster" class="md-nav__link">
Hyperparameter search on a SLURM HPC cluster
</a>
@@ -551,14 +551,14 @@
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="#template-model-definition" class="md-nav__link">
<a href="#template-model-definition" title="Template model definition" class="md-nav__link">
Template model definition
</a>
</li>
<li class="md-nav__item">
<a href="#trainer-example" class="md-nav__link">
<a href="#trainer-example" title="Trainer Example" class="md-nav__link">
Trainer Example
</a>
@@ -566,21 +566,21 @@
<ul class="md-nav__list">
<li class="md-nav__item">
<a href="#cpu-hyperparameter-search" class="md-nav__link">
<a href="#cpu-hyperparameter-search" title="CPU hyperparameter search" class="md-nav__link">
CPU hyperparameter search
</a>
</li>
<li class="md-nav__item">
<a href="#hyperparameter-search-on-a-single-or-multiple-gpus" class="md-nav__link">
<a href="#hyperparameter-search-on-a-single-or-multiple-gpus" title="Hyperparameter search on a single or multiple GPUs" class="md-nav__link">
Hyperparameter search on a single or multiple GPUs
</a>
</li>
<li class="md-nav__item">
<a href="#hyperparameter-search-on-a-slurm-hpc-cluster" class="md-nav__link">
<a href="#hyperparameter-search-on-a-slurm-hpc-cluster" title="Hyperparameter search on a SLURM HPC cluster" class="md-nav__link">
Hyperparameter search on a SLURM HPC cluster
</a>
@@ -613,10 +613,10 @@
<h1>Examples</h1>
<h3 id="template-model-definition">Template model definition</h3>
<p>In 99% of cases you want to just copy <a href="https://github.com/williamFalcon/pytorch-lightning/tree/master/examples">one of the examples</a> to start a new lightningModule and change the core of what your model is actually trying to do.</p>
<p>In 99% of cases you want to just copy <a href="https://github.com/williamFalcon/pytorch-lightning/tree/master/pl_examples">one of the examples</a> to start a new lightningModule and change the core of what your model is actually trying to do.</p>
<table class="codehilitetable"><tr><td class="linenos"><div class="linenodiv"><pre>1
2</pre></div></td><td class="code"><div class="codehilite"><pre><span></span><span class="c1"># get a copy of the module template</span>
wget https://raw.githubusercontent.com/williamFalcon/pytorch-lightning/master/examples/new_project_templates/lightning_module_template.py
wget https://raw.githubusercontent.com/williamFalcon/pytorch-lightning/master/pl_examples/new_project_templates/lightning_module_template.py
</pre></div>
</td></tr></table>
@@ -796,7 +796,7 @@ argument parser you get the default arguments in the argument parser.</p>
<span class="n">job_display_name</span> <span class="o">=</span> <span class="n">job_display_name</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">3</span><span class="p">]</span>
<span class="c1"># run hopt</span>
<span class="k">print</span><span class="p">(</span><span class="s1">&#39;submitting jobs...&#39;</span><span class="p">)</span>
<span class="n">logging</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;submitting jobs...&#39;</span><span class="p">)</span>
<span class="n">cluster</span><span class="o">.</span><span class="n">optimize_parallel_cluster_gpu</span><span class="p">(</span>
<span class="n">main</span><span class="p">,</span>
<span class="n">nb_trials</span><span class="o">=</span><span class="n">hyperparams</span><span class="o">.</span><span class="n">nb_hopt_trials</span><span class="p">,</span>
@@ -862,7 +862,7 @@ argument parser you get the default arguments in the argument parser.</p>
</div>
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