From 389d8001be77e6cacb35804236fe9d3f0930282b Mon Sep 17 00:00:00 2001
From: Alex Auvolat <alex.auvolat@ens.fr>
Date: Mon, 6 Jul 2015 10:40:23 -0400
Subject: Blocks compatibility

---
 ext_saveload.py |  4 ++--
 train.py        | 20 ++++++++++++--------
 2 files changed, 14 insertions(+), 10 deletions(-)

diff --git a/ext_saveload.py b/ext_saveload.py
index cc7c47a..059c5cf 100644
--- a/ext_saveload.py
+++ b/ext_saveload.py
@@ -15,14 +15,14 @@ class SaveLoadParams(SimpleExtension):
     def do_save(self):
         with open(self.path, 'w') as f:
             logger.info('Saving parameters to %s...'%self.path)
-            cPickle.dump(self.model.get_param_values(), f, protocol=cPickle.HIGHEST_PROTOCOL)
+            cPickle.dump(self.model.get_parameter_values(), f, protocol=cPickle.HIGHEST_PROTOCOL)
             logger.info('Done saving.')
     
     def do_load(self):
         try:
             with open(self.path, 'r') as f:
                 logger.info('Loading parameters from %s...'%self.path)
-                self.model.set_param_values(cPickle.load(f))
+                self.model.set_parameter_values(cPickle.load(f))
         except IOError:
             pass
 
diff --git a/train.py b/train.py
index e3244ec..8260218 100755
--- a/train.py
+++ b/train.py
@@ -21,7 +21,7 @@ blocks.config.default_seed = 123
 fuel.config.default_seed = 123
 
 try:
-    from blocks.extras.extensions.plotting import Plot
+    from blocks.extras.extensions.plot import Plot
     use_plot = True
 except ImportError:
     use_plot = False
@@ -77,10 +77,10 @@ if __name__ == "__main__":
 
     logger.info('# Parameter shapes:')
     parameters_size = 0
-    for key, value in cg.get_params().iteritems():
-        logger.info('    %20s %s' % (value.get_value().shape, key))
+    for value in cg.parameters:
+        logger.info('    %20s %s' % (value.get_value().shape, value.name))
         parameters_size += reduce(operator.mul, value.get_value().shape, 1)
-    logger.info('Total number of parameters: %d in %d matrices' % (parameters_size, len(cg.get_params())))
+    logger.info('Total number of parameters: %d in %d matrices' % (parameters_size, len(cg.parameters)))
 
     if hasattr(config, 'step_rule'):
         step_rule = config.step_rule
@@ -97,9 +97,10 @@ if __name__ == "__main__":
                 RemoveNotFinite(),
                 step_rule
             ]),
-        params=params)
+        parameters=params)
     
-    plot_vars = [['valid_' + x.name for x in valid_monitored]]
+    plot_vars = [['valid_' + x.name for x in valid_monitored] +
+                 ['train_' + x.name for x in valid_monitored]]
     logger.info('Plotted variables: %s' % str(plot_vars))
 
     dump_path = os.path.join('model_data', model_name) + '.pkl'
@@ -110,7 +111,7 @@ if __name__ == "__main__":
                                      prefix='valid',
                                      every_n_batches=1000),
                 Printing(every_n_batches=1000),
-                # FinishAfter(every_n_batches=10),
+                FinishAfter(every_n_batches=10000000),
 
                 SaveLoadParams(dump_path, cg,
                                before_training=True,        # before training -> load params
@@ -126,7 +127,10 @@ if __name__ == "__main__":
                 ]
     
     if use_plot:
-        extensions.append(Plot(model_name, channels=plot_vars, every_n_batches=500))
+        extensions.append(Plot(model_name,
+                               channels=plot_vars,
+                               every_n_batches=500,
+                               server_url='http://eos6:5006/'))
 
     main_loop = MainLoop(
         model=cg,
-- 
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