Module Import alias Import alias identifier Import alias Import alias ImportFrom alias identifier ImportFrom alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias alias ImportFrom alias identifier ImportFrom alias alias alias ImportFrom alias Assign NameStore ListComp Call NameLoad NameLoad comprehension NameStore SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr Str Slice Num Assign NameStore Call NameLoad CompareGtE NameLoad ListLoad Num Num FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call NameLoad SubscriptLoad Call AttributeLoad NameLoad attr TupleLoad Num Num Slice NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assert SubscriptLoad AttributeLoad Call NameLoad NameLoad Num attr Index Str Assert SubscriptLoad AttributeLoad Call NameLoad NameLoad Num attr Index Str Assert SubscriptLoad AttributeLoad Call NameLoad NameLoad Num attr Index Str decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad keyword Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad For NameStore Call NameLoad UnaryOpUSub Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad AttributeLoad NameLoad attr For NameStore Call NameLoad UnaryOpUSub Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword NameLoad ListLoad NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr ListLoad NameLoad For NameStore Call NameLoad UnaryOpUSub Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad NameLoad keyword Num decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad keyword Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad For NameStore Call NameLoad UnaryOpUSub Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad AttributeLoad NameLoad attr For NameStore Call NameLoad UnaryOpUSub Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword NameLoad ListLoad NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr ListLoad NameLoad For NameStore Call NameLoad UnaryOpUSub Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad NameLoad decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad NameLoad body Assign NameStore BinOpAdd Call AttributeLoad NameLoad attr Num If NameLoad body Assign NameStore Call NameLoad NameLoad NameLoad If CompareIsNot NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword AttributeLoad NameLoad attr For NameStore Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num body AugAssignAdd SubscriptStore NameLoad Index SubscriptLoad NameLoad Index NameLoad SubscriptLoad NameLoad Index NameLoad orelse Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword AttributeLoad NameLoad attr For NameStore Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num body AugAssignAdd SubscriptStore NameLoad Index SubscriptLoad NameLoad Index NameLoad Num Return NameLoad decorator_list For NameStore TupleLoad Str Str Str Str Str Str Str Str body Assign NameStore Call AttributeLoad NameLoad attr Str keyword NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword Num attr NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad CompareEq Call NameLoad NameLoad Call NameLoad NameLoad attr Assert Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad keyword Num Assert Call AttributeLoad CompareEq Call NameLoad NameLoad keyword Num Call NameLoad NameLoad attr Assert Call AttributeLoad CompareEq Call NameLoad NameLoad keyword Num Call NameLoad NameLoad attr If UnaryOpNot Call AttributeLoad NameLoad attr Str body Assign SubscriptStore NameLoad Index Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str For NameStore TupleLoad Str Str Str Str Str Str Str Str body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr If CompareEq NameLoad Num body Assign NameStore TupleLoad Str If CompareEq NameLoad Num body Assign NameStore TupleLoad Str Str Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword NameLoad If CompareIn NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad orelse Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword Num attr NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call Call NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call Call NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad attr Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Call NameLoad NameLoad NameLoad If UnaryOpNot NameLoad body Continue Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call Call NameLoad keyword Num NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call Call NameLoad keyword Num NameLoad keyword NameLoad Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr NameLoad keyword Num Call NameLoad NameLoad attr Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr NameLoad keyword Num Call NameLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr If CompareEq NameLoad Num body Assign NameStore TupleLoad Str If CompareEq NameLoad Num body Assign NameStore TupleLoad Str Str Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword NameLoad If CompareIn NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad orelse Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call Call NameLoad NameLoad NameLoad ListLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call Call NameLoad NameLoad keyword NameLoad ListLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad AttributeLoad NameLoad attr If UnaryOpNot NameLoad body Continue Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call Call NameLoad keyword Num NameLoad keyword NameLoad ListLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call Call NameLoad keyword Num NameLoad keyword NameLoad ListLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad AttributeLoad NameLoad attr decorator_list Call NameLoad Str decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore Num FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad For NameStore Call NameLoad Call NameLoad AttributeLoad NameLoad attr body For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad keyword NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad keyword NameLoad Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad AttributeLoad NameLoad attr For NameStore Call NameLoad Call NameLoad AttributeLoad NameLoad attr body For NameStore Call NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword NameLoad keyword NameLoad ListLoad NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr ListLoad NameLoad For NameStore Call NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call NameLoad NameLoad keyword NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad keyword NameLoad ListLoad NameLoad keyword Num decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore ListLoad TupleLoad Num Num TupleLoad Num Num Num TupleLoad Num Num Num Num Num Assign NameStore ListLoad ListLoad NameLoad NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad NameLoad NameLoad NameLoad FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad AttributeLoad NameLoad attr keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr ListLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore ListLoad NameLoad Num Num Num Num Num Assign NameStore ListLoad ListLoad Num Num Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad ListLoad Num Num Num Num ListLoad Num Num Num Num Num Assign NameStore ListLoad TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body For TupleStore NameStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam NameParam defaults body Return BinOpAdd BinOpAdd ListLoad NameLoad Call NameLoad Call NameLoad NameLoad ListComp UnaryOpUSub NameLoad comprehension NameStore Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr If CompareEq NameLoad Num body Assign AttributeStore NameLoad attr TupleLoad Str If CompareEq NameLoad Num body Assign AttributeStore NameLoad attr TupleLoad Str Str Str decorator_list FunctionDef arguments args NameParam defaults body For NameStore Call NameLoad Num body Assign NameStore Call Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpMult ListLoad NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr BinOpMult TupleLoad Num NameLoad attr AttributeLoad NameLoad attr For NameStore Call AttributeLoad NameLoad attr NameLoad body For NameStore AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad If BoolOpOr CompareEq NameLoad Str BoolOpAnd CompareIn NameLoad AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr Num body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad keyword NameLoad orelse Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr attr NameLoad orelse Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad If BoolOpAnd CompareIn NameLoad AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr Num body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad keyword NameLoad orelse Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad Call NameLoad NameLoad NameLoad Assign NameStore BinOpAdd Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad attr NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call NameLoad NameLoad ListLoad NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad Call NameLoad NameLoad Assert UnaryOpNot Call AttributeLoad NameLoad attr ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call Call AttributeLoad AttributeLoad NameLoad attr attr keyword TupleLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad NameLoad Index Num keyword NameLoad Call NameLoad NameLoad NameLoad Assert UnaryOpNot Call AttributeLoad NameLoad attr ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args NameParam defaults body For NameStore Call NameLoad Num body Assign NameStore Call Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpMult ListLoad NameLoad NameLoad Assign NameStore BinOpMult BinOpAdd Call AttributeLoad NameLoad attr NameLoad Num Num Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr AttributeLoad NameLoad attr For NameStore Call AttributeLoad NameLoad attr NameLoad body For NameStore AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad If CompareIn NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad orelse Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad ListLoad Call Call NameLoad keyword NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr attr NameLoad orelse If CompareGt AttributeLoad NameLoad attr Num body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword SubscriptLoad AttributeLoad NameLoad attr Index NameLoad attr NameLoad orelse Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num attr NameLoad Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad ListLoad Call Call NameLoad keyword NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad AttributeLoad NameLoad attr decorator_list Call NameLoad Str FunctionDef arguments args NameParam defaults body For NameStore Call NameLoad Num body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr BinOpMult TupleLoad Num NameLoad attr AttributeLoad NameLoad attr For NameStore Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad NameLoad attr Lambda arguments args NameParam defaults Call Call NameLoad keyword NameLoad NameLoad Num ListLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad Assign NameStore Call Call NameLoad keyword Num NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad NameLoad Assign NameStore Call Call NameLoad keyword Num NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad NameLoad Assign NameStore Call Call NameLoad keyword Num NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad NameLoad decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad ListLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword TupleLoad Assert Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr Call NameLoad Num Call AttributeLoad NameLoad attr Num Assert Call AttributeLoad NameLoad attr Call NameLoad Num Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num keyword Str Assert Call AttributeLoad NameLoad attr Call NameLoad SubscriptLoad NameLoad Index Num Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword TupleLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad Num AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad ListLoad Num AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad For NameStore ListLoad TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call NameLoad NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq Call AttributeLoad CompareEq NameLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad Assign NameStore Call SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr BinOpAdd Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call NameLoad NameLoad NameLoad Assert CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num NameLoad Assert CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num NameLoad Assert CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num NameLoad Assert CompareEq Call AttributeLoad CompareEq NameLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr keyword Num keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr keyword Num keyword AttributeLoad NameLoad attr decorator_list Call NameLoad Str FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr keyword NameLoad decorator_list decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad For NameStore TupleLoad Num Num Num Num Num Num Num body For NameStore ListLoad TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad If CompareGtE NameLoad Num body Assert CompareEq Call AttributeLoad CompareEq NameLoad NameLoad attr Call NameLoad Call NameLoad AttributeLoad NameLoad attr BinOpSub SubscriptLoad AttributeLoad NameLoad attr Index Num NameLoad orelse Assert CompareEq Call AttributeLoad CompareEq NameLoad NameLoad attr Call NameLoad Call NameLoad AttributeLoad NameLoad attr BinOpAdd SubscriptLoad AttributeLoad NameLoad attr Index Num NameLoad decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad Num Num Num Num Num Num Num body FunctionDef arguments args NameParam NameParam defaults body Return Call NameLoad NameLoad NameLoad NameLoad decorator_list Expr Call AttributeLoad NameLoad attr NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr keyword Num keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr keyword Num keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr keyword Num keyword AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr For NameStore TupleLoad Num Num Num Num Num Num Num body Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad ListLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad ListLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr decorator_list decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call NameLoad NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Num Num Num Assert CompareEq AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assert Call AttributeLoad NameLoad attr NameLoad ListLoad ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call NameLoad NameLoad Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Num Num Num Assert CompareEq AttributeLoad NameLoad attr Str Assert Call AttributeLoad NameLoad attr NameLoad ListLoad ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr ListLoad Call NameLoad Call NameLoad NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad If Call NameLoad CompareGtE NameLoad ListLoad Num Num body Expr Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Call NameLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Num Num keyword AttributeLoad NameLoad attr Assign NameStore ListLoad ListLoad Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad If Call NameLoad CompareGtE NameLoad ListLoad Num Num body Expr Call AttributeLoad NameLoad attr ListLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr NameLoad body Assign NameStore Call AttributeLoad NameLoad attr keyword ListLoad NameLoad keyword Call NameLoad NameLoad keyword NameLoad Assign NameStore Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num keyword AttributeLoad NameLoad attr Assign NameStore ListLoad ListLoad Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad If Call NameLoad CompareGtE NameLoad ListLoad Num Num body Expr Call AttributeLoad NameLoad attr ListLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr NameLoad body Assign NameStore Call AttributeLoad NameLoad attr keyword ListLoad NameLoad keyword Call NameLoad NameLoad keyword NameLoad Assign NameStore Call NameLoad NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr For NameStore AttributeLoad NameLoad attr body If UnaryOpNot AttributeLoad NameLoad attr body Continue If AttributeLoad NameLoad attr body Assign NameStore SubscriptLoad Call NameLoad NameLoad Index Num orelse Assign NameStore SubscriptLoad Call NameLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad Num Num Num Num keyword AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr For NameStore AttributeLoad NameLoad attr body If UnaryOpNot AttributeLoad NameLoad attr body Continue If AttributeLoad NameLoad attr body Assign NameStore SubscriptLoad Call NameLoad NameLoad Index Num orelse Assign NameStore SubscriptLoad Call NameLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad NameLoad ListLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num keyword AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list
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N/A f maker fgraph toposort N/A r_var N/A N/A N/A N/A theano tensor TensorType broadcastable N/A True dtype dtype N/A r N/A N/A N/A N/A N/A np random random_integers 5 size N/A 1 astype dtype N/A f N/A N/A theano function N/A x r_var N/A repeat x r_var axis axis N/A N/A N/A np allclose N/A N/A np repeat a N/A r N/A 0 axis axis N/A f a r N/A N/A N/A N/A np any N/A N/A isinstance N/A n op RepeatOp N/A n N/A N/A N/A N/A f maker fgraph toposort N/A test_infer_shape N/A N/A self N/A N/A N/A ndim N/A range 4 N/A N/A x N/A N/A N/A T TensorType N/A config floatX N/A N/A False ndim N/A shp N/A N/A N/A N/A numpy arange ndim 1 5 N/A a N/A N/A N/A N/A N/A np random random shp astype N/A config floatX N/A axis N/A N/A self _possible_axis ndim N/A N/A dtype N/A tensor discrete_dtypes N/A N/A r_var N/A N/A T scalar dtype dtype N/A r N/A N/A numpy asarray 3 dtype dtype N/A N/A dtype N/A self numpy_unsupported_dtypes N/A N/A r_var N/A N/A T vector dtype dtype N/A N/A N/A self assertRaises TypeError repeat x r_var N/A N/A N/A N/A self _compile_and_check N/A x r_var N/A N/A N/A RepeatOp axis axis x r_var N/A a r N/A self op_class N/A r_var N/A N/A T vector dtype dtype N/A N/A axis None N/A N/A r N/A N/A N/A N/A N/A np random random_integers 5 size N/A a size astype dtype N/A N/A N/A N/A a size 0 N/A N/A r N/A N/A N/A N/A N/A np random random_integers 5 size N/A N/A a shape N/A axis astype dtype N/A N/A r N/A N/A N/A N/A N/A np random random_integers 5 size N/A 10 astype dtype N/A N/A N/A self _compile_and_check N/A x r_var N/A N/A N/A RepeatOp axis axis x r_var N/A a r N/A self op_class N/A N/A attr slow test_grad N/A N/A self N/A N/A N/A ndim N/A range 3 N/A N/A a N/A N/A N/A N/A N/A np random random N/A N/A 10 ndim astype N/A config floatX N/A axis N/A N/A self _possible_axis ndim N/A N/A N/A N/A utt verify_grad N/A N/A N/A x N/A N/A N/A RepeatOp axis axis x 3 N/A a N/A test_broadcastable N/A N/A self N/A N/A N/A x N/A N/A N/A T TensorType N/A config floatX N/A False True False N/A r N/A N/A RepeatOp axis 1 x 2 N/A N/A N/A self assertEqual N/A r broadcastable N/A False False False N/A r N/A N/A RepeatOp axis 1 x 1 N/A N/A N/A self assertEqual N/A r broadcastable N/A False True False N/A r N/A N/A RepeatOp axis 0 x 2 N/A N/A N/A self assertEqual N/A r broadcastable N/A False True False N/A N/A TestBartlett N/A N/A utt InferShapeTester N/A setUp N/A N/A self N/A N/A N/A N/A N/A N/A super TestBartlett self setUp N/A N/A self op_class Bartlett N/A N/A self op bartlett N/A test_perform N/A N/A self N/A N/A N/A x N/A N/A tensor lscalar N/A f N/A function N/A x N/A N/A self op x N/A M N/A N/A N/A numpy random random_integers 3 50 size N/A N/A N/A N/A numpy allclose N/A f M N/A N/A numpy bartlett M N/A N/A N/A numpy allclose N/A f 0 N/A N/A numpy bartlett 0 N/A N/A N/A numpy allclose N/A f -1 N/A N/A numpy bartlett -1 N/A b N/A N/A numpy array N/A 17 dtype uint8 N/A N/A N/A numpy allclose N/A f N/A b N/A 0 N/A N/A numpy bartlett N/A b N/A 0 N/A test_infer_shape N/A N/A self N/A N/A N/A x N/A N/A tensor lscalar N/A N/A N/A self _compile_and_check N/A x N/A N/A N/A self op x N/A N/A N/A N/A numpy random random_integers 3 50 size N/A N/A self op_class N/A N/A N/A self _compile_and_check N/A x N/A N/A N/A self op x N/A 0 N/A self op_class N/A N/A N/A self _compile_and_check N/A x N/A N/A N/A self op x N/A 1 N/A self op_class N/A N/A TestFillDiagonal N/A N/A utt InferShapeTester N/A N/A rng N/A N/A N/A numpy random RandomState 43 setUp N/A N/A self N/A N/A N/A N/A N/A N/A super TestFillDiagonal self setUp N/A N/A self op_class FillDiagonal N/A N/A self op fill_diagonal N/A test_perform N/A N/A self N/A N/A N/A x N/A N/A tensor matrix N/A y N/A N/A tensor scalar N/A f N/A function N/A x y N/A fill_diagonal x y N/A shp N/A N/A 8 8 N/A 5 8 N/A 8 5 N/A N/A a N/A N/A N/A N/A N/A numpy random rand shp astype N/A config floatX N/A val N/A N/A N/A numpy cast N/A N/A config floatX N/A N/A N/A numpy random rand N/A out N/A f a val N/A N/A N/A numpy allclose N/A N/A numpy diag out val N/A N/A N/A N/A N/A out val sum N/A min N/A a shape N/A a N/A N/A N/A N/A N/A numpy random rand 3 3 3 astype N/A config floatX N/A x N/A N/A tensor tensor3 N/A y N/A N/A tensor scalar N/A f N/A function N/A x y N/A fill_diagonal x y N/A val N/A N/A N/A numpy cast N/A N/A config floatX N/A N/A N/A N/A numpy random rand 10 N/A out N/A f a val N/A N/A N/A out N/A N/A 0 0 0 val N/A N/A N/A out N/A N/A 1 1 1 val N/A N/A N/A out N/A N/A 2 2 2 val N/A N/A N/A N/A N/A out val sum N/A min N/A a shape N/A test_gradient N/A N/A self N/A N/A N/A N/A N/A utt verify_grad fill_diagonal N/A N/A N/A N/A numpy random rand 5 8 N/A N/A N/A numpy random rand n_tests 1 rng N/A TestFillDiagonal rng N/A N/A N/A utt verify_grad fill_diagonal N/A N/A N/A N/A numpy random rand 8 5 N/A N/A N/A numpy random rand n_tests 1 rng N/A TestFillDiagonal rng N/A N/A attr slow test_infer_shape N/A N/A self N/A N/A N/A z N/A N/A tensor dtensor3 N/A x N/A N/A tensor dmatrix N/A y N/A N/A tensor dscalar N/A N/A N/A self _compile_and_check N/A x y N/A N/A N/A self op x y N/A N/A N/A N/A numpy random rand 8 5 N/A N/A N/A numpy random rand N/A self op_class N/A N/A N/A self _compile_and_check N/A z y N/A N/A N/A self op z y N/A N/A N/A N/A numpy random rand 8 8 8 N/A N/A N/A numpy random rand N/A self op_class warn False N/A N/A TestFillDiagonalOffset N/A N/A utt InferShapeTester N/A N/A rng N/A N/A N/A numpy random RandomState 43 setUp N/A N/A self N/A N/A N/A N/A N/A N/A super TestFillDiagonalOffset self setUp N/A N/A self op_class FillDiagonalOffset N/A N/A self op fill_diagonal_offset N/A test_perform N/A N/A self N/A N/A N/A x N/A N/A tensor matrix N/A y N/A N/A tensor scalar N/A z N/A N/A tensor iscalar N/A f N/A function N/A x y z N/A fill_diagonal_offset x y z N/A test_offset N/A -5 -4 -1 0 1 4 5 N/A N/A shp N/A N/A 8 8 N/A 5 8 N/A 8 5 N/A 5 5 N/A N/A a N/A N/A N/A N/A N/A numpy random rand shp astype N/A config floatX N/A val N/A N/A N/A numpy cast N/A N/A config floatX N/A N/A N/A numpy random rand N/A out N/A f a val test_offset N/A N/A N/A numpy allclose N/A N/A numpy diag out test_offset val N/A N/A test_offset 0 N/A N/A N/A N/A N/A N/A out val sum N/A min N/A min N/A a shape N/A N/A N/A a shape N/A 1 test_offset N/A N/A N/A N/A N/A N/A out val sum N/A min N/A min N/A a shape N/A N/A N/A a shape N/A 0 test_offset N/A test_gradient N/A N/A self N/A N/A N/A test_offset N/A -5 -4 -1 0 1 4 5 N/A fill_diagonal_with_fix_offset N/A N/A a val N/A N/A N/A N/A fill_diagonal_offset a val test_offset N/A N/A N/A N/A utt verify_grad fill_diagonal_with_fix_offset N/A N/A N/A N/A numpy random rand 5 8 N/A N/A N/A numpy random rand n_tests 1 rng N/A TestFillDiagonalOffset rng N/A N/A N/A utt verify_grad fill_diagonal_with_fix_offset N/A N/A N/A N/A numpy random rand 8 5 N/A N/A N/A numpy random rand n_tests 1 rng N/A TestFillDiagonalOffset rng N/A N/A N/A utt verify_grad fill_diagonal_with_fix_offset N/A N/A N/A N/A numpy random rand 5 5 N/A N/A N/A numpy random rand n_tests 1 rng N/A TestFillDiagonalOffset rng N/A test_infer_shape N/A N/A self N/A N/A N/A x N/A N/A tensor dmatrix N/A y N/A N/A tensor dscalar N/A z N/A N/A tensor iscalar N/A test_offset N/A -5 -4 -1 0 1 4 5 N/A N/A N/A N/A self _compile_and_check N/A x y z N/A N/A N/A self op x y z N/A N/A N/A N/A numpy random rand 8 5 N/A N/A N/A numpy random rand test_offset N/A self op_class N/A N/A N/A self _compile_and_check N/A x y z N/A N/A N/A self op x y z N/A N/A N/A N/A numpy random rand 5 8 N/A N/A N/A numpy random rand test_offset N/A self op_class N/A N/A test_to_one_hot N/A N/A N/A N/A N/A v N/A N/A N/A theano tensor ivector N/A o N/A to_one_hot v 10 N/A f N/A N/A theano function N/A v o N/A out N/A f N/A 1 2 3 5 6 N/A N/A N/A out dtype N/A N/A theano config floatX N/A N/A N/A numpy allclose out N/A N/A 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 N/A v N/A N/A N/A theano tensor ivector N/A o N/A to_one_hot v 10 dtype int32 N/A f N/A N/A theano function N/A v o N/A out N/A f N/A 1 2 3 5 6 N/A N/A N/A out dtype int32 N/A N/A N/A numpy allclose out N/A N/A 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 N/A 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 N/A test_Unique N/A N/A utt InferShapeTester N/A setUp N/A N/A self N/A N/A N/A N/A N/A N/A super test_Unique self setUp N/A N/A self op_class Unique N/A N/A self ops N/A N/A Unique N/A Unique True N/A Unique False True N/A Unique True True N/A N/A bool N/A numpy_ver N/A 1 9 N/A N/A N/A N/A N/A self ops extend N/A N/A Unique False False True N/A Unique True False True N/A Unique False True True N/A Unique True True True N/A test_basic_vector N/A N/A self N/A N/A N/A 
        Basic test for a vector.
        Done by using the op and checking that it returns the right answer.
         N/A x N/A N/A N/A theano tensor vector N/A inp N/A N/A np asarray N/A 2 1 3 2 dtype N/A config floatX N/A list_outs_expected N/A N/A N/A N/A np unique inp N/A N/A np unique inp True N/A N/A np unique inp False True N/A N/A np unique inp True True N/A N/A bool N/A numpy_ver N/A 1 9 N/A N/A N/A N/A list_outs_expected extend N/A N/A N/A np unique inp False False True N/A N/A np unique inp True False True N/A N/A np unique inp False True True N/A N/A np unique inp True True True N/A N/A op outs_expected N/A zip N/A self ops list_outs_expected N/A N/A f N/A N/A theano function inputs N/A x outputs N/A op x return_list True N/A outs N/A f inp N/A N/A out out_exp N/A zip outs outs_expected N/A N/A N/A N/A utt assert_allclose out out_exp N/A test_basic_matrix N/A N/A self N/A N/A N/A  Basic test for a matrix.
        Done by using the op and checking that it returns the right answer.
         N/A x N/A N/A N/A theano tensor matrix N/A inp N/A N/A np asarray N/A N/A 2 1 N/A 3 2 N/A 2 3 dtype N/A config floatX N/A list_outs_expected N/A N/A N/A N/A np unique inp N/A N/A np unique inp True N/A N/A np unique inp False True N/A N/A np unique inp True True N/A N/A bool N/A numpy_ver N/A 1 9 N/A N/A N/A N/A list_outs_expected extend N/A N/A N/A np unique inp False False True N/A N/A np unique inp True False True N/A N/A np unique inp False True True N/A N/A np unique inp True True True N/A N/A op outs_expected N/A zip N/A self ops list_outs_expected N/A N/A f N/A N/A theano function inputs N/A x outputs N/A op x return_list True N/A outs N/A f inp N/A N/A out out_exp N/A zip outs outs_expected N/A N/A N/A N/A utt assert_allclose out out_exp N/A test_infer_shape_vector N/A N/A self N/A N/A N/A 
        Testing the infer_shape with a vector.
         N/A x N/A N/A N/A theano tensor vector N/A op N/A self ops N/A N/A N/A N/A op return_inverse N/A N/A N/A N/A op return_index N/A N/A f N/A N/A op x N/A 2 N/A N/A f N/A N/A op x N/A 1 N/A N/A N/A self _compile_and_check N/A x N/A f N/A N/A N/A np asarray N/A N/A np array N/A 2 1 3 2 dtype N/A config floatX N/A self op_class N/A test_infer_shape_matrix N/A N/A self N/A N/A N/A 
        Testing the infer_shape with a matrix.
         N/A x N/A N/A N/A theano tensor matrix N/A op N/A self ops N/A N/A N/A N/A op return_inverse N/A N/A N/A N/A op return_index N/A N/A f N/A N/A op x N/A 2 N/A N/A f N/A N/A op x N/A 1 N/A N/A N/A self _compile_and_check N/A x N/A f N/A N/A N/A np asarray N/A N/A np array N/A N/A 2 1 N/A 3 2 N/A 2 3 dtype N/A config floatX N/A self op_class N/A N/A