From f31caf61be87850f3afcd367d6eb9521b2f613da Mon Sep 17 00:00:00 2001
From: Thomas Mesnard <thomas.mesnard@ens.fr>
Date: Tue, 1 Mar 2016 00:27:15 +0100
Subject: Initial commit

---
 config/deepmind_attentive_reader.py | 42 +++++++++++++++++++++++++++++++++++++
 1 file changed, 42 insertions(+)
 create mode 100644 config/deepmind_attentive_reader.py

(limited to 'config/deepmind_attentive_reader.py')

diff --git a/config/deepmind_attentive_reader.py b/config/deepmind_attentive_reader.py
new file mode 100644
index 0000000..84a6cf0
--- /dev/null
+++ b/config/deepmind_attentive_reader.py
@@ -0,0 +1,42 @@
+from blocks.bricks import Tanh
+from blocks.algorithms import BasicMomentum, AdaDelta, RMSProp, Adam, CompositeRule, StepClipping, Momentum
+from blocks.initialization import IsotropicGaussian, Constant
+
+from model.attentive_reader import Model
+
+
+batch_size = 32
+sort_batch_count = 20
+
+shuffle_questions = True
+
+concat_ctx_and_question = False
+
+n_entities = 550
+embed_size = 200
+
+ctx_lstm_size = [256]
+ctx_skip_connections = True
+
+question_lstm_size = [256]
+question_skip_connections = True
+
+attention_mlp_hidden = [100]
+attention_mlp_activations = [Tanh()]
+
+out_mlp_hidden = []
+out_mlp_activations = []
+
+step_rule = CompositeRule([RMSProp(decay_rate=0.95, learning_rate=5e-5),
+                           BasicMomentum(momentum=0.9)])
+
+dropout = 0.2
+w_noise = 0.
+
+valid_freq = 1000
+save_freq = 1000
+print_freq = 100
+
+weights_init = IsotropicGaussian(0.01)
+biases_init = Constant(0.)
+
-- 
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