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improve NAS quickstart #4094
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improve NAS quickstart #4094
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78 tasks
ultmaster
reviewed
Sep 3, 2021
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| .. code-block:: python | ||
| This example uses two mutation APIs, ``nn.LayerChoice`` and ``nn.ValueChoice``. ``nn.LayerChoice`` takes a list of candidate modules (two in this example), one will be chosen for each sampled model. It can be used like normal PyTorch module. ``nn.ValueChoice`` takes a list of candidate values, one will be chosen to take effect for each sampled model. |
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why? there is blank line before and after this paragraph
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Oops. Maybe there is something wrong with my eyes.
| self.conv2 = nn.Conv2d(32, 64, 3, 1) | ||
| self.dropout1 = nn.Dropout(0.25) | ||
| self.dropout2 = nn.Dropout(0.5) | ||
| self.fc1 = nn.Linear(9216, 128) |
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9216 looks like a very large number. You might want to change the conv stride to 2.
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let's keep it for now. I will update it when working on retiarii experiment tasks.
scarlett2018
approved these changes
Sep 3, 2021
ultmaster
approved these changes
Sep 10, 2021
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