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@ -240,20 +240,30 @@ class Variable(object):
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def __str__(self):
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return self.to_string(True)
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def to_string(self, throw_on_error):
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def to_string(self, throw_on_error, with_details=False):
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"""
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Get debug string.
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Args:
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throw_on_error(bool): True if raise an exception when self is not
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intialized.
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with_details(bool): more details about variables and parameters
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(e.g. trainable, optimize_attr, ...) will be printed when with_details is True
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Returns(str): The debug string.
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"""
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assert isinstance(throw_on_error, bool) and isinstance(with_details,
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bool)
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protostr = self.desc.serialize_to_string()
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proto = framework_pb2.VarDesc.FromString(str(protostr))
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return _debug_string_(proto, throw_on_error)
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res_str = _debug_string_(proto, throw_on_error)
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if with_details:
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additional_attr = ("error_clip", "stop_gradient")
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for attr_name in additional_attr:
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res_str += "%s: %s\n" % (attr_name,
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str(getattr(self, attr_name)))
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return res_str
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__repr__ = __str__
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@ -636,7 +646,8 @@ class Block(object):
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Args:
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throw_on_error(bool): raise exception when self is not initialized
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when throw_on_error is True
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with_details(bool): more details about paramters(e.g. trainable, optimize_attr, ...) will be printed when with_details is True
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with_details(bool): more details about variables and parameters
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(e.g. trainable, optimize_attr, ...) will be printed when with_details is True
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Returns(str): The debug string.
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@ -649,7 +660,7 @@ class Block(object):
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self.idx, self.parent_idx)
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for var in self.vars.itervalues():
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res_str += "\n vars {\n %s }" % re_add_indent.sub(
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r"\n \1", var.to_string(throw_on_error))
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r"\n \1", var.to_string(throw_on_error, with_details))
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for op in self.ops:
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res_str += "\n ops {\n %s }" % re_add_indent.sub(
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r"\n \1", op.to_string(throw_on_error))
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@ -828,7 +839,8 @@ class Program(object):
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Args:
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throw_on_error(bool): raise exception when self is not initialized
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when throw_on_error is True
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with_details(bool): more details about paramters(e.g. trainable, optimize_attr, ...) will be printed when with_details is True
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with_details(bool): more details about variables and parameters
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(e.g. trainable, optimize_attr, ...) will be printed when with_details is True
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Returns(str): The debug string.
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@ -997,12 +1009,29 @@ class Parameter(Variable):
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def __str__(self):
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return self.to_string(True)
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def to_string(self, throw_on_error):
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res_str = Variable.to_string(self, throw_on_error)
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additional_attr = ("trainable", "optimize_attr", "regularizer",
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"gradient_clip_attr")
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for attr_name in additional_attr:
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res_str += "%s: %s\n" % (attr_name, str(getattr(self, attr_name)))
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def to_string(self, throw_on_error, with_details=False):
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"""
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To debug string.
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Args:
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throw_on_error(bool): raise exception when self is not initialized
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when throw_on_error is True
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with_details(bool): more details about variables and parameters
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(e.g. trainable, optimize_attr, ...) will be printed when with_details is True
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Returns(str): The debug string.
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"""
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assert isinstance(throw_on_error, bool) and isinstance(with_details,
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bool)
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if with_details:
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res_str = Variable.to_string(self, throw_on_error, True)
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additional_attr = ("trainable", "optimize_attr", "regularizer",
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"gradient_clip_attr")
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for attr_name in additional_attr:
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res_str += "%s: %s\n" % (attr_name,
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str(getattr(self, attr_name)))
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else:
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res_str = Variable.to_string(self, throw_on_error, False)
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return res_str
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__repr__ = __str__
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