17 files changed, 21 insertions, 1 deletions
diff --git a/config/dest_simple_mlp_2_cs.py b/config/dest_simple_mlp_2_cs.py
index 7c121a4..4fd8c4a 100644
--- a/config/dest_simple_mlp_2_cs.py
+++ b/config/dest_simple_mlp_2_cs.py
@@ -26,3 +26,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/dest_simple_mlp_2_cswdt.py b/config/dest_simple_mlp_2_cswdt.py
index d904b8c..4563176 100644
--- a/config/dest_simple_mlp_2_cswdt.py
+++ b/config/dest_simple_mlp_2_cswdt.py
@@ -30,3 +30,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/dest_simple_mlp_2_noembed.py b/config/dest_simple_mlp_2_noembed.py
index 9173a8e..de3b3e4 100644
--- a/config/dest_simple_mlp_2_noembed.py
+++ b/config/dest_simple_mlp_2_noembed.py
@@ -23,3 +23,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/dest_simple_mlp_tgtcls_0_cs.py b/config/dest_simple_mlp_tgtcls_0_cs.py
index 15c7259..0808661 100644
--- a/config/dest_simple_mlp_tgtcls_0_cs.py
+++ b/config/dest_simple_mlp_tgtcls_0_cs.py
@@ -31,3 +31,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/dest_simple_mlp_tgtcls_1_cs.py b/config/dest_simple_mlp_tgtcls_1_cs.py
index d047bcf..8bdd028 100644
--- a/config/dest_simple_mlp_tgtcls_1_cs.py
+++ b/config/dest_simple_mlp_tgtcls_1_cs.py
@@ -31,3 +31,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/dest_simple_mlp_tgtcls_1_cswdt.py b/config/dest_simple_mlp_tgtcls_1_cswdt.py
index 8811993..38fa62d 100644
--- a/config/dest_simple_mlp_tgtcls_1_cswdt.py
+++ b/config/dest_simple_mlp_tgtcls_1_cswdt.py
@@ -35,3 +35,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/dest_simple_mlp_tgtcls_1_cswdtx.py b/config/dest_simple_mlp_tgtcls_1_cswdtx.py
index de076ef..f350457 100644
--- a/config/dest_simple_mlp_tgtcls_1_cswdtx.py
+++ b/config/dest_simple_mlp_tgtcls_1_cswdtx.py
@@ -33,6 +33,10 @@ mlp_biases_init = Constant(0.001)
 
 learning_rate = 0.0001
 momentum = 0.99
-batch_size = 32
+batch_size = 100
+
+use_cuts_for_training = True
+max_splits = 1
 
 valid_set = 'cuts/test_times_0'
+
diff --git a/config/dest_simple_mlp_tgtcls_1_cswdtx_alexandre.py b/config/dest_simple_mlp_tgtcls_1_cswdtx_alexandre.py
index 90200e9..c9748ad 100644
--- a/config/dest_simple_mlp_tgtcls_1_cswdtx_alexandre.py
+++ b/config/dest_simple_mlp_tgtcls_1_cswdtx_alexandre.py
@@ -36,3 +36,4 @@ momentum = 0.9
 batch_size = 200
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/joint_simple_mlp_tgtcls_111_cswdtx.py b/config/joint_simple_mlp_tgtcls_111_cswdtx.py
index a18e4ff..b969da1 100644
--- a/config/joint_simple_mlp_tgtcls_111_cswdtx.py
+++ b/config/joint_simple_mlp_tgtcls_111_cswdtx.py
@@ -53,3 +53,4 @@ momentum = 0.99
 batch_size = 200
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger.py b/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger.py
index 0403197..0077881 100644
--- a/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger.py
+++ b/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger.py
@@ -54,3 +54,4 @@ batch_size = 200
 
 valid_set = 'cuts/test_times_0'
 
+max_splits = 100
diff --git a/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger_dropout.py b/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger_dropout.py
index 937122d..bc5121b 100644
--- a/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger_dropout.py
+++ b/config/joint_simple_mlp_tgtcls_111_cswdtx_bigger_dropout.py
@@ -57,3 +57,4 @@ batch_size = 200
 
 valid_set = 'cuts/test_times_0'
 
+max_splits = 100
diff --git a/config/joint_simple_mlp_tgtcls_111_cswdtx_noise_dout.py b/config/joint_simple_mlp_tgtcls_111_cswdtx_noise_dout.py
index 6d44c10..fd4dabf 100644
--- a/config/joint_simple_mlp_tgtcls_111_cswdtx_noise_dout.py
+++ b/config/joint_simple_mlp_tgtcls_111_cswdtx_noise_dout.py
@@ -60,3 +60,4 @@ noise = 0.01
 noise_inputs = VariableFilter(roles=[roles.PARAMETER])
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/joint_simple_mlp_tgtcls_1_cswdtx.py b/config/joint_simple_mlp_tgtcls_1_cswdtx.py
index 1874444..1e21000 100644
--- a/config/joint_simple_mlp_tgtcls_1_cswdtx.py
+++ b/config/joint_simple_mlp_tgtcls_1_cswdtx.py
@@ -53,3 +53,4 @@ momentum = 0.99
 batch_size = 200
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/joint_simple_mlp_tgtcls_1_cswdtx_bigger.py b/config/joint_simple_mlp_tgtcls_1_cswdtx_bigger.py
index e96b44c..a8242a7 100644
--- a/config/joint_simple_mlp_tgtcls_1_cswdtx_bigger.py
+++ b/config/joint_simple_mlp_tgtcls_1_cswdtx_bigger.py
@@ -53,3 +53,4 @@ momentum = 0.99
 batch_size = 200
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/time_simple_mlp_1.py b/config/time_simple_mlp_1.py
index 172e098..6cfe510 100644
--- a/config/time_simple_mlp_1.py
+++ b/config/time_simple_mlp_1.py
@@ -26,3 +26,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/time_simple_mlp_2_cswdtx.py b/config/time_simple_mlp_2_cswdtx.py
index 2ec28c6..4a1a92c 100644
--- a/config/time_simple_mlp_2_cswdtx.py
+++ b/config/time_simple_mlp_2_cswdtx.py
@@ -33,3 +33,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100
diff --git a/config/time_simple_mlp_tgtcls_2_cswdtx.py b/config/time_simple_mlp_tgtcls_2_cswdtx.py
index 608ed7e..d8a1281 100644
--- a/config/time_simple_mlp_tgtcls_2_cswdtx.py
+++ b/config/time_simple_mlp_tgtcls_2_cswdtx.py
@@ -36,3 +36,4 @@ momentum = 0.99
 batch_size = 32
 
 valid_set = 'cuts/test_times_0'
+max_splits = 100