From 2f479926c16d2911d0dd878c21de082abfc5b237 Mon Sep 17 00:00:00 2001
From: Alex Auvolat <alex@adnab.me>
Date: Tue, 8 Mar 2016 13:26:28 +0100
Subject: Revive project

---
 config/lstm-frigo-irc.py | 39 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 39 insertions(+)
 create mode 100644 config/lstm-frigo-irc.py

(limited to 'config/lstm-frigo-irc.py')

diff --git a/config/lstm-frigo-irc.py b/config/lstm-frigo-irc.py
new file mode 100644
index 0000000..2d0bf3a
--- /dev/null
+++ b/config/lstm-frigo-irc.py
@@ -0,0 +1,39 @@
+from blocks.algorithms import AdaDelta
+from blocks.bricks import Tanh
+
+from model.lstm import Model
+
+dataset = 'data/logcompil-2016-03-07.txt'
+io_dim = 256
+
+# 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 = [1024, 1024, 1024]
+activation_function = Tanh()
+
+i2h_all = True             # input to all hidden layers or only first layer
+h2o_all = True             # all hiden layers to output or only last layer
+
+w_noise_std = 0.02
+i_dropout = 0.5
+
+l1_reg = 0
+
+step_rule = AdaDelta()
+
+# 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'
+
-- 
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