Module Import alias identifier Import alias Import alias Import alias identifier Import alias Assign NameStore Lambda arguments args NameParam defaults Call AttributeLoad NameLoad attr BinOpDiv NameLoad BinOpSub Num NameLoad Assign NameStore Lambda arguments args NameParam defaults Call AttributeLoad Call AttributeLoad NameLoad attr BinOpDiv NameLoad BinOpSub Num NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign NameStore ListLoad Assign NameStore ListLoad For TupleStore NameStore NameStore Call AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore BinOpDiv Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr BinOpAdd Str NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore SubscriptLoad NameLoad Index NameLoad Assign NameStore BinOpDiv Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr BinOpAdd Str NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Return TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body AugAssignAdd NameStore BinOpAdd AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Return NameLoad decorator_list
N/A N/A numpy np N/A os N/A theano N/A theano.tensor T N/A time N/A logit N/A N/A N/A u N/A N/A N/A T log N/A u N/A 1.0 u N/A logit_np N/A N/A N/A u N/A N/A N/A N/A N/A np log N/A u N/A 1.0 u astype N/A N/A theano config floatX get_norms N/A N/A model gradients N/A N/A N/A Compute norm of weights and their gradients divided by the number of elements N/A norms N/A N/A grad_norms N/A N/A N/A param_name param N/A N/A N/A model params iteritems N/A N/A norm N/A N/A N/A T sqrt N/A N/A T sum N/A N/A T square param N/A N/A T prod N/A N/A N/A param shape astype N/A N/A theano config floatX N/A N/A norm name N/A norm_ param_name N/A N/A N/A norms append norm N/A grad N/A gradients N/A param N/A grad_norm N/A N/A N/A T sqrt N/A N/A T sum N/A N/A T square grad N/A N/A T prod N/A N/A N/A grad shape astype N/A N/A theano config floatX N/A N/A grad_norm name N/A grad_norm_ param_name N/A N/A N/A grad_norms append grad_norm N/A N/A norms grad_norms N/A create_log_dir N/A N/A args model_id N/A N/A N/A model_id N/A N/A args suffix N/A N/A time strftime -%y%m%dT%H%M%S N/A model_dir N/A N/A N/A os path join N/A N/A N/A os path expanduser N/A args output_dir model_id N/A N/A N/A os makedirs model_dir N/A model_dir N/A