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William Falcon
2019-07-28 06:59:26 -05:00
parent b06311544a
commit a1170c602c
4 changed files with 14 additions and 9 deletions
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Trainer/index.html
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<p><strong>Experiment Logging</strong> </p>
<ul>
<li><a href="Logging/#display-metrics-in-progress-bar">Display metrics in progress bar</a></li>
<li>Log arbitrary metrics</li>
<li><a href="Logging/#log-metric-row-every-k-batches">Log metric row every k batches</a></li>
<li><a href="Logging/#process-position">Process position</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#tensorboard-support">Tensorboard support</a></li>
<li><a href="Logging/#save-a-snapshot-of-all-hyperparameters">Save a snapshot of all hyperparameters</a> </li>
<li><a href="Logging/#snapshot-code-for-a-training-run">Snapshot code for a training run</a> </li>
<li><a href="Logging/#write-logs-file-to-csv-every-k-batches">Write logs file to csv every k batches</a></li>
</ul>
<p><strong>Training loop</strong> </p>
<ul>
<li><a href="Training%20Loop/#accumulated-gradients">Accumulate gradients</a></li>
<li><a href="Training%20Loop/#anneal-learning-rate">Anneal Learning rate</a></li>
<li><a href="Training%20Loop/#force-training-for-min-or-max-epochs">Force training for min or max epochs</a></li>
<li><a href="Training%20Loop/#force-disable-early-stop">Force disable early stop</a></li>
<li><a href="../Pytorch-lightning/LightningModule/#configure_optimizers">Use multiple optimizers (like GANs)</a></li>
<li><a href="Training%20Loop/#set-how-much-of-the-training-set-to-check">Set how much of the training set to check (1-100%)</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#accumulated-gradients">Accumulate gradients</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#anneal-learning-rate">Anneal Learning rate</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#force-training-for-min-or-max-epochs">Force training for min or max epochs</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#force-disable-early-stop">Force disable early stop</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#gradient-clipping">Gradient Clipping</a></li>
<li><a href="hooks">Hooks</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Pytorch-Lightning/LightningModule/#configure_optimizers">Use multiple optimizers (like GANs)</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#set-how-much-of-the-training-set-to-check">Set how much of the training set to check (1-100%)</a></li>
</ul>
<p><strong>Validation loop</strong> </p>
<ul>
<li><a href="Validation%20Loop/#check-validation-every-n-epochs">Check validation every n epochs</a></li>
<li><a href="hooks">Hooks</a></li>
<li><a href="Validation%20Loop/#set-how-much-of-the-validation-set-to-check">Set how much of the validation set to check</a></li>
<li><a href="Validation%20Loop/#set-how-much-of-the-test-set-to-check">Set how much of the test set to check</a></li>
<li><a href="Validation%20Loop/#set-validation-check-frequency-within-1-training-epoch">Set validation check frequency within 1 training epoch</a></li>
index.html
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@@ -709,9 +709,9 @@
<h6 id="experiment-logging">Experiment Logging</h6>
<ul>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#display-metrics-in-progress-bar">Display metrics in progress bar</a></li>
<li>Log arbitrary metrics</li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#log-metric-row-every-k-batches">Log metric row every k batches</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#process-position">Process position</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#tensorboard-support">Tensorboard support</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#save-a-snapshot-of-all-hyperparameters">Save a snapshot of all hyperparameters</a> </li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#snapshot-code-for-a-training-run">Snapshot code for a training run</a> </li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Logging/#write-logs-file-to-csv-every-k-batches">Write logs file to csv every k batches</a></li>
@@ -723,12 +723,14 @@
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#force-training-for-min-or-max-epochs">Force training for min or max epochs</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#force-disable-early-stop">Force disable early stop</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#gradient-clipping">Gradient Clipping</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/hooks/">Hooks</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Pytorch-Lightning/LightningModule/#configure_optimizers">Use multiple optimizers (like GANs)</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Training%20Loop/#set-how-much-of-the-training-set-to-check">Set how much of the training set to check (1-100%)</a></li>
</ul>
<h6 id="validation-loop">Validation loop</h6>
<ul>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Validation%20loop/#check-validation-every-n-epochs">Check validation every n epochs</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/hooks/">Hooks</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Validation%20loop/#set-how-much-of-the-validation-set-to-check">Set how much of the validation set to check</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Validation%20loop/#set-how-much-of-the-test-set-to-check">Set how much of the test set to check</a></li>
<li><a href="https://williamfalcon.github.io/pytorch-lightning/Trainer/Validation%20loop/#set-validation-check-frequency-within-1-training-epoch">Set validation check frequency within 1 training epoch</a></li>
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