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-rw-r--r--config/dest_mlp_tgtcls_1_cswdtx_alexandre.py5
1 files changed, 3 insertions, 2 deletions
diff --git a/config/dest_mlp_tgtcls_1_cswdtx_alexandre.py b/config/dest_mlp_tgtcls_1_cswdtx_alexandre.py
index d75810a..db69cd3 100644
--- a/config/dest_mlp_tgtcls_1_cswdtx_alexandre.py
+++ b/config/dest_mlp_tgtcls_1_cswdtx_alexandre.py
@@ -2,6 +2,7 @@ import os
import cPickle
from blocks.initialization import IsotropicGaussian, Constant
+from blocks.algorithms import Momentum
import data
from model.dest_mlp_tgtcls import Model, Stream
@@ -29,8 +30,8 @@ embed_weights_init = IsotropicGaussian(0.01)
mlp_weights_init = IsotropicGaussian(0.1)
mlp_biases_init = Constant(0.01)
-learning_rate = 0.01
-momentum = 0.9
+step_rule = Momentum(learning_rate=0.01, momentum=0.9)
+
batch_size = 200
valid_set = 'cuts/test_times_0'