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junfenglx/mlstm_word_embedding_at_epoch7-8.log

Created June 2, 2016 05:01
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  1. junfenglx created this gist Jun 2, 2016.
    35 changes: 35 additions & 0 deletions mlstm_word_embedding_at_epoch7-8.log
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    Loading data ...
    Loading dev ...
    10000
    10000
    9842
    Loading test ...
    10000
    10000
    9824
    num_epochs: 20
    k: 300
    batch_size: 30
    display_frequency: 100
    save_frequency: 1000
    load previous: True
    Building network ...
    unchanged_W.shape: (34283, 300)
    oov_in_train_W.shape: (9166, 300)
    loading previous saved model ...
    apply dropout mask id 139780948970800 to embedding matrix ...
    dropout rate is 0.3
    input var is hypo_var
    apply dropout mask id 139780948970800 to embedding matrix ...
    dropout rate is 0.3
    input var is premise_var
    Computing updates ...
    Compiling functions ...
    Testing ...
    dev_df.shape: (9842, 4)
    test_df.shape: (9824, 4)
    Starting evaluating...
    validation loss: 0.412881
    validation accuracy: 84.54 %
    test loss: 0.419837
    test accuracy: 84.34 %