add trainer debugging option "overfit_single_batch" #69
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This reduces the training set to a single batch and turns off the
validation set. Training on a single batch should quickly overfit and
reach accuracy 1.0. This is a recommended step for debugging neural
networks, see https://twitter.com/karpathy/status/1013244313327681536