From 98139f573eb179c8f5a06ba6c8d8883376814ccf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=89tienne=20Simon?= Date: Thu, 2 Jul 2015 12:59:15 -0400 Subject: Remove _simple --- config/dest_mlp_emb_only.py | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 config/dest_mlp_emb_only.py (limited to 'config/dest_mlp_emb_only.py') diff --git a/config/dest_mlp_emb_only.py b/config/dest_mlp_emb_only.py new file mode 100644 index 0000000..76acdfa --- /dev/null +++ b/config/dest_mlp_emb_only.py @@ -0,0 +1,31 @@ +from blocks.initialization import IsotropicGaussian, Constant + +import data +from model.mlp_emb import Model, Stream + +use_cuts_for_training = True + +dim_embeddings = [ + # ('origin_call', data.origin_call_train_size, 100), + # ('origin_stand', data.stands_size, 100), + # ('week_of_year', 52, 100), + # ('day_of_week', 7, 100), + ('qhour_of_day', 24 * 4, 10), + ('day_type', 3, 1), +] + +dim_input = sum(x for (_, _, x) in dim_embeddings) +dim_hidden = [10, 10] +output_mode = "destination" +dim_output = 2 + +embed_weights_init = IsotropicGaussian(0.01) +mlp_weights_init = IsotropicGaussian(0.01) +mlp_biases_init = IsotropicGaussian(0.001) + +learning_rate = 0.001 +momentum = 0.9 +batch_size = 100 + +valid_set = 'cuts/test_times_0' +max_splits = 100 -- cgit v1.2.3