Updating documentation after demo session this morning. #117
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## main #117 +/- ##
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drewoldag
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drewoldag
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* WIP - First attempt using pytorch-ignite built in tensorboard handler. * Updating the "train a model" demo notebook, adding it to the documentation. (#117) * Adding a couple more output handlers for tensorboard. * Fewer tensorboard metrics for now, adding validation-at-each-epoch to training process. * Added GPU monitor, removed all pytorch-ignite references from `train.py`. Replaced pytorch-ignite tensorboard writer with tensorboardX. * Setting model to .eval when validation starts, and .train when validation ends. * Moving train/validate/test_size keys and comments into the data_set table. * Fixing precommit failure. * Augmenting HSCDataSet so that it behaves similar to the example CiFAR dataset. i.e. exposes a `train_sampler` and `validation_sampler`.
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Updating the "train a model" demo notebook, adding it to the documentation.