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Diffstat (limited to 'config/hpc-lstm-0.py')
-rw-r--r-- | config/hpc-lstm-0.py | 43 |
1 files changed, 43 insertions, 0 deletions
diff --git a/config/hpc-lstm-0.py b/config/hpc-lstm-0.py new file mode 100644 index 0000000..afb6471 --- /dev/null +++ b/config/hpc-lstm-0.py @@ -0,0 +1,43 @@ +import numpy +from numpy.random import RandomState + +from blocks.algorithms import AdaDelta, Momentum +from blocks.bricks import Tanh, Rectifier + +from model.hpc_lstm import Model + +dataset = 'data/logcompil-2016-03-07.txt' + +io_dim = 256 +repr_dim = 256 +embedding_matrix = numpy.eye(io_dim) + +# An epoch will be composed of 'num_seqs' sequences of len 'seq_len' +# divided in chunks of lengh 'seq_div_size' +num_seqs = 100 +seq_len = 2000 +seq_div_size = 100 + +hidden_dims = [128, 128, 256, 512] +cost_factors = [1., 1., 1., 1.] +hidden_q = [0.1, 0.15, 0.22, 0.33] +activation_function = Tanh() + +out_hidden = [512] +out_hidden_act = [Rectifier] + +step_rule = AdaDelta() +#step_rule = Momentum(learning_rate=0.0001, momentum=0.99) + +# parameter saving freq (number of batches) +monitor_freq = 10 +save_freq = 100 + +# used for sample generation and IRC mode +sample_temperature = 0.7 #0.5 + +# do we want to generate samples at times during training? +sample_len = 1000 +sample_freq = 100 +sample_init = '\nalex\ttu crois?\n' + |