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William Falcon
2019-08-07 12:21:34 -05:00
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Debugging
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example_input_array
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Debugging
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@@ -647,6 +687,17 @@ self.experiment.add_scalars(...)
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</code></pre>
<h2 id="debugging">Debugging</h2>
<p>The LightningModule also offers these tricks to help debug. </p>
<hr />
<h4 id="example_input_array">example_input_array</h4>
<p>In the LightningModule init, you can set a dummy tensor for this property
to get a print out of sizes coming into and out of every layer. </p>
<pre><code class="python">def __init__(self):
# put the dimensions of the first input to your system
self.example_input_array = torch.rand(5, 28 * 28)
</code></pre>