blob: 10b5c9bdea3b4cc0ccde789924bfffa2b247d76a (
plain) (
blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
|
from blocks.algorithms import BasicMomentum, AdaDelta, RMSProp, Adam, CompositeRule, StepClipping
from blocks.initialization import IsotropicGaussian, Constant
from model.deep_lstm import Model
batch_size = 32
sort_batch_count = 20
shuffle_questions = True
concat_ctx_and_question = True
concat_question_before = True
embed_size = 200
lstm_size = [256, 256]
skip_connections = True
out_mlp_hidden = []
out_mlp_activations = []
step_rule = CompositeRule([RMSProp(decay_rate=0.95, learning_rate=1e-4),
BasicMomentum(momentum=0.9)])
dropout = 0.1
valid_freq = 1000
save_freq = 1000
print_freq = 100
weights_init = IsotropicGaussian(0.01)
biases_init = Constant(0.)
|
