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synth.learner.html
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synth.learner.html
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---
title: Synthetic Learner
keywords: fastai
sidebar: home_sidebar
summary: "For quick testing of the training loop and Callbacks"
---
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<h4 id="synth_data" class="doc_header"><code>synth_data</code><a href="https://nbviewer.jupyter.org/github/fastai/fastai_docs/blob/master/dev/95_synth_learner.ipynb" class="source_link" style="float:right">[source]</a></h4><blockquote><p><code>synth_data</code>(<strong><code>a</code></strong>=<em><code>2</code></em>, <strong><code>b</code></strong>=<em><code>3</code></em>, <strong><code>bs</code></strong>=<em><code>16</code></em>, <strong><code>n_train</code></strong>=<em><code>10</code></em>, <strong><code>n_valid</code></strong>=<em><code>2</code></em>, <strong><code>cuda</code></strong>=<em><code>False</code></em>)</p>
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<h2 id="RegModel" class="doc_header"><code>class</code> <code>RegModel</code><a href="https://nbviewer.jupyter.org/github/fastai/fastai_docs/blob/master/dev/95_synth_learner.ipynb" class="source_link" style="float:right">[source]</a></h2><blockquote><p><code>RegModel</code>() :: <a href="/layers.html#Module"><code>Module</code></a></p>
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<p>Same as <code>nn.Module</code>, but no need for subclasses to call <code>super().__init__</code></p>
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<h4 id="synth_learner" class="doc_header"><code>synth_learner</code><a href="https://nbviewer.jupyter.org/github/fastai/fastai_docs/blob/master/dev/95_synth_learner.ipynb" class="source_link" style="float:right">[source]</a></h4><blockquote><p><code>synth_learner</code>(<strong><code>n_trn</code></strong>=<em><code>10</code></em>, <strong><code>n_val</code></strong>=<em><code>2</code></em>, <strong><code>cuda</code></strong>=<em><code>False</code></em>, <strong>**<code>kwargs</code></strong>)</p>
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