Merge pull request #889 from mila-udem/master

Release 0.1.1

blocks/__init__.py

@@ -2,4 +2,4 @@
 # Scary warning: Adding code to this file can break namespace packages
 # See https://pythonhosted.org/setuptools/setuptools.html#namespace-packages
 __import__("pkg_resources").declare_namespace(__name__)
-__version__ = '0.0.1'
+__version__ = '0.1.1'

blocks/bricks/recurrent.py

@@ -648,6 +648,11 @@ def apply(self, *args, **kwargs):
  def apply_delegate(self):
  return self.children[0].apply
 
+ def get_dim(self, name):
+ if name in self.apply.outputs:
+ return self.prototype.get_dim(name) * 2
+ return self.prototype.get_dim(name)
+
 RECURRENTSTACK_SEPARATOR = '#'
 
 

blocks/bricks/sequence_generators.py

@@ -582,6 +582,19 @@ class AbstractEmitter(Brick):
 
  :class:`SoftmaxEmitter` : for integer outputs
 
+ Notes
+ -----
+ An important detail about the emitter cost is that it will be
+ evaluated with inputs of different dimensions so it has to be
+ flexible enough to handle this. The two ways in which it can be
+ applied are:
+
+ 1. In :meth:BaseSequenceGenerator.cost_matrix where it will
+ be applied to the whole sequence at once.
+
+ 2. In :meth:BaseSequenceGenerator.generate where it will be
+ applied to only one step of the sequence.
+
  """
  @abstractmethod
  def emit(self, readouts):

blocks/main_loop.py

@@ -27,7 +27,7 @@
 
 epoch_interrupt_message = """
 
-Blocks will complete this epoch iteration of training and run extensions \
+Blocks will complete this epoch of training and run extensions \
 before exiting. If you do not want to complete this epoch, press CTRL + C \
 again to stop training after the current batch."""
 

docs/conf.py

@@ -94,9 +94,9 @@ def __getattr__(cls, name):
 # built documents.
 #
 # The short X.Y version.
-version = '0.0'
+version = '0.1'
 # The full version, including alpha/beta/rc tags.
-release = '0.0.1'
+release = '0.1.1'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.