train_long_term.py [29:43]:
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                n_discarded += 1
                continue

            train = True
            for action_valid in actions_valid:
                if action.startswith(action_valid):
                    train = False
                    break
            if train:
                sequences_train.append((subject, action))
            else:
                sequences_valid.append((subject, action))

    print('%d sequences were discarded for being too short.' % n_discarded)
    print('Training on %d sequences, validating on %d sequences.' % (len(sequences_train), len(sequences_valid)))
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train_pace_network.py [35:49]:
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                n_discarded += 1
                continue

            train = True
            for action_valid in actions_valid:
                if action.startswith(action_valid):
                    train = False
                    break
            if train:
                sequences_train.append((subject, action))
            else:
                sequences_valid.append((subject, action))

    print('%d sequences were discarded for being too short.' % n_discarded)
    print('Training on %d sequences, validating on %d sequences.' % (len(sequences_train), len(sequences_valid)))
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