mlstm_word_embedding_at_epoch7-8.log

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:validation0.412881
  validation accuracy:validation84.54 %
  test loss:540.419837
  test accuracy:test84.34 %