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seq2seq.ini
executable file
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seq2seq.ini
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[strings]
# Mode : train, test
mode = test
train_enc = data/train.enc
train_dec = data/train.dec
test_enc = data/test.enc
test_dec = data/test.enc
# folder where checkpoints, vocabulary, temporary data will be stored
working_directory = working_dir/
[ints]
# vocabulary size
# 20,000 is a reasonable size
enc_vocab_size = 20000
dec_vocab_size = 20000
# number of LSTM layers : 1/2/3
num_layers = 3
# typical options : 128, 256, 512, 1024
layer_size = 256
# dataset size limit; typically none : no limit
max_train_data_size = 0
batch_size = 64
# steps per checkpoint
# Note : At a checkpoint, models parameters are saved, model is evaluated
# and results are printed
steps_per_checkpoint = 300
[floats]
learning_rate = 0.5
learning_rate_decay_factor = 0.99
max_gradient_norm = 5.0
##############################################################################
# Note : Edit the bucket sizes at line47 of execute.py (_buckets)
#
# Learn more about the configurations from this link
# https://www.tensorflow.org/versions/r0.9/tutorials/seq2seq/index.html
##############################################################################