Module ImportFrom alias alias alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias ImportFrom alias FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad body Return Call NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults AttributeLoad NameLoad attr NameLoad body Return Call NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assert Call NameLoad NameLoad NameLoad Return NameLoad decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam defaults body Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Return Call NameLoad NameLoad NameLoad decorator_list decorator_list FunctionDef arguments args NameParam defaults body Return Call NameLoad Call NameLoad NameLoad NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body Return Call AttributeLoad NameLoad attr Call NameLoad keyword NameLoad decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad Num NameLoad NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Dict If CompareIs NameLoad NameLoad body Assign NameStore Dict If CompareIs NameLoad NameLoad body Assign NameStore ListLoad If CompareIs NameLoad NameLoad body Assign NameStore ListLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults vararg body Assert CompareEq Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call NameLoad Call NameLoad NameLoad NameLoad For NameStore NameLoad body If UnaryOpNot Call NameLoad AttributeLoad NameLoad attr NameLoad body Raise Call NameLoad Str Assign NameStore ListComp Call NameLoad BinOpAdd AttributeLoad NameLoad attr Str comprehension NameStore Call NameLoad AttributeLoad NameLoad attr Return Call NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Return AttributeLoad NameLoad attr decorator_list decorator_list Assign NameStore Call NameLoad Num Str Assign NameStore Call NameLoad Num Str keyword Dict Num ListLoad Num Assign NameStore Call NameLoad Num Str Assign NameStore Call NameLoad Num Str keyword Dict Num ListLoad Num Assign NameStore Call NameLoad Num Str keyword Dict Num ListLoad Num keyword ListLoad TupleLoad Num Num Assign NameStore Call NameLoad Num Str keyword Dict Num ListLoad Num keyword ListLoad TupleLoad Num Num Assign NameStore Call NameLoad Num Str FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str Assign NameStore Call NameLoad Str Assign NameStore Call NameLoad Str Return TupleLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad body Assign NameStore Call NameLoad NameLoad NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call NameLoad If NameLoad body Expr Call AttributeLoad NameLoad attr Return NameLoad decorator_list ClassDef bases body FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Num decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults body Assert Call NameLoad NameLoad NameLoad AugAssignAdd AttributeStore NameLoad attr Num decorator_list decorator_list FunctionDef arguments args NameParam defaults body TryExcept body Assert Call AttributeLoad NameLoad attr handlers ExceptHandler type NameLoad body Expr Call NameLoad Str Raise decorator_list FunctionDef arguments args NameParam defaults body TryExcept body Assert UnaryOpNot Call AttributeLoad NameLoad attr handlers ExceptHandler type NameLoad body Expr Call NameLoad Str Raise decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad Call NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad Call NameLoad TupleLoad NameLoad TupleLoad NameLoad Str Str attr NameLoad Assert CompareEq Call NameLoad NameLoad Str Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq Call NameLoad NameLoad Str Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad Assert CompareEq Call NameLoad NameLoad Str Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call NameLoad NameLoad Assert AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad TryExcept body Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Raise Call NameLoad Str handlers ExceptHandler type NameLoad body Pass Expr Call NameLoad NameLoad Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad TryExcept body Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Raise Call NameLoad Str handlers ExceptHandler type NameLoad body Pass Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad Expr Call NameLoad NameLoad Assert CompareNotEq Call NameLoad NameLoad Str Assign NameStore Call NameLoad Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad TryExcept body Expr Call NameLoad Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Raise Call NameLoad Str handlers ExceptHandler type NameLoad body Pass decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad TryExcept body Expr Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Raise Call NameLoad Str handlers ExceptHandler type NameLoad name NameStore body Pass decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad Call NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Expr Call NameLoad NameLoad Assign NameStore Call NameLoad Expr Call AttributeLoad Call NameLoad NameLoad NameLoad NameLoad attr NameLoad Expr Call NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad Call NameLoad Call NameLoad NameLoad NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad Call NameLoad NameLoad Call NameLoad NameLoad NameLoad Call NameLoad Call NameLoad Call NameLoad Call NameLoad Call NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad ListLoad NameLoad Expr Call NameLoad NameLoad Assign NameStore Call NameLoad Expr Call AttributeLoad Call NameLoad NameLoad NameLoad NameLoad attr NameLoad Expr Call NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad Str Expr Call NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad ListLoad NameLoad NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call NameLoad Call NameLoad Str Expr Call NameLoad NameLoad decorator_list
N/A __future__ absolute_import print_function division six.moves xrange theano.gof.type Type theano.gof graph theano.gof.graph Variable Apply theano.gof.op Op theano.gof.opt * theano.gof destroyhandler theano.gof.fg FunctionGraph InconsistencyError theano.gof.toolbox ReplaceValidate copy copy PatternOptimizer N/A N/A p1 p2 ign N/A True N/A N/A N/A OpKeyOptimizer N/A PatternSub p1 p2 ignore_newtrees ign N/A OpSubOptimizer N/A N/A op1 op2 fail ign N/A N/A NavigatorOptimizer warn_ignore True N/A N/A N/A TopoOptimizer N/A OpSub op1 op2 ignore_newtrees ign failure_callback fail N/A as_variable N/A N/A x N/A N/A N/A N/A isinstance x Variable N/A x N/A MyType N/A Type N/A filter N/A N/A self data N/A N/A N/A data N/A __eq__ N/A N/A self other N/A N/A N/A N/A isinstance other MyType N/A N/A MyVariable N/A N/A name N/A N/A N/A N/A Variable N/A MyType None None name name N/A MyConstant N/A N/A data N/A N/A N/A N/A N/A graph Constant N/A MyType data data N/A MyOp N/A Op N/A __init__ N/A N/A self nin name vmap dmap nout destroyhandler_tolerate_same destroyhandler_tolerate_aliased N/A None None 1 None None N/A N/A N/A vmap None N/A N/A vmap N/A N/A N/A dmap None N/A N/A dmap N/A N/A N/A destroyhandler_tolerate_same None N/A N/A destroyhandler_tolerate_same N/A N/A N/A destroyhandler_tolerate_aliased None N/A N/A destroyhandler_tolerate_aliased N/A N/A N/A self nin nin N/A N/A self nout nout N/A N/A self name name N/A N/A self destroy_map dmap N/A N/A self view_map vmap N/A N/A self destroyhandler_tolerate_same destroyhandler_tolerate_same N/A N/A self destroyhandler_tolerate_aliased destroyhandler_tolerate_aliased N/A make_node N/A N/A self N/A inputs N/A N/A N/A N/A len inputs N/A self nin N/A inputs N/A list N/A map as_variable inputs N/A input inputs N/A N/A N/A N/A isinstance N/A input type MyType N/A N/A N/A Exception Error 1 N/A outputs N/A N/A MyVariable N/A N/A self name _R N/A i N/A xrange N/A self nout N/A N/A Apply self inputs outputs N/A __str__ N/A N/A self N/A N/A N/A N/A self name N/A N/A N/A sigmoid N/A MyOp 1 Sigmoid N/A transpose_view N/A MyOp 1 TransposeView vmap N/A 0 N/A 0 N/A add N/A MyOp 2 Add N/A add_in_place N/A MyOp 2 AddInPlace dmap N/A 0 N/A 0 N/A add_in_place_2 N/A MyOp 2 AddInPlace dmap N/A 0 N/A 0 destroyhandler_tolerate_same N/A N/A 0 1 N/A add_in_place_3 N/A MyOp 2 AddInPlace dmap N/A 0 N/A 0 destroyhandler_tolerate_aliased N/A N/A 0 1 N/A dot N/A MyOp 2 Dot inputs N/A N/A N/A N/A N/A x N/A MyVariable x N/A y N/A MyVariable y N/A z N/A MyVariable z N/A N/A x y z N/A Env N/A N/A inputs outputs validate N/A True N/A N/A e N/A FunctionGraph inputs outputs clone False N/A N/A N/A e attach_feature N/A N/A destroyhandler DestroyHandler N/A N/A N/A e attach_feature N/A ReplaceValidate N/A validate N/A N/A N/A N/A e validate N/A e N/A FailureWatch N/A N/A __init__ N/A N/A self N/A N/A N/A N/A self failures 0 N/A __call__ N/A N/A self exc nav pairs lopt node N/A N/A N/A N/A isinstance exc InconsistencyError N/A N/A self failures 1 N/A N/A consistent N/A N/A g N/A N/A N/A N/A N/A N/A N/A g consistent N/A N/A N/A AssertionError N/A N/A N/A print Test failed! The graph was marked as NOT consistent. N/A N/A inconsistent N/A N/A g N/A N/A N/A N/A N/A N/A N/A N/A g consistent N/A N/A N/A AssertionError N/A N/A N/A print Test failed! The graph was marked as consistent. N/A N/A test_misc N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A transpose_view N/A transpose_view N/A transpose_view N/A transpose_view x N/A g N/A Env N/A x y z N/A e N/A N/A consistent g N/A N/A N/A N/A PatternOptimizer N/A transpose_view N/A transpose_view x x optimize g N/A N/A N/A str g [x] N/A new_e N/A add x y N/A N/A N/A g replace_validate x new_e N/A N/A N/A str g [Add(x, y)] N/A N/A N/A g replace new_e N/A dot N/A add_in_place x y N/A transpose_view x N/A N/A N/A str g [Dot(AddInPlace(x, y), TransposeView(x))] N/A N/A inconsistent g N/A test_aliased_inputs_replacement N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A tv N/A transpose_view x N/A tvv N/A transpose_view tv N/A sx N/A sigmoid x N/A e N/A add_in_place x tv N/A g N/A Env N/A x y N/A e False N/A N/A inconsistent g N/A N/A N/A g replace tv sx N/A N/A consistent g N/A N/A N/A g replace sx tv N/A N/A inconsistent g N/A N/A N/A g replace tv tvv N/A N/A inconsistent g N/A N/A N/A g replace tv sx N/A N/A consistent g N/A test_indestructible N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A N/A N/A x tag indestructible True N/A x N/A copy x N/A N/A N/A x tag indestructible N/A e N/A add_in_place x y N/A g N/A Env N/A x y z N/A e False N/A N/A inconsistent g N/A N/A N/A g replace_validate e N/A add x y N/A N/A consistent g N/A test_usage_loop_through_views_2 N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e0 N/A transpose_view N/A transpose_view N/A sigmoid x N/A e N/A dot N/A add_in_place x y N/A transpose_view e0 N/A g N/A Env N/A x y z N/A e N/A N/A consistent g N/A N/A N/A g replace e0 x N/A N/A inconsistent g N/A test_destroyers_loop N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e1 N/A add x y N/A e2 N/A add y x N/A g N/A Env N/A x y z N/A e1 e2 N/A N/A consistent g N/A N/A N/A g replace_validate e1 N/A add_in_place x y N/A N/A consistent g N/A N/A N/A N/A N/A g replace_validate e2 N/A add_in_place y x N/A N/A Exception Shouldn't have reached this point. N/A N/A N/A InconsistencyError N/A N/A N/A N/A consistent g N/A N/A x y z N/A inputs N/A e1 N/A add x y N/A e2 N/A add y x N/A g N/A Env N/A x y z N/A e1 e2 N/A N/A consistent g N/A N/A N/A g replace_validate e2 N/A add_in_place y x N/A N/A consistent g N/A N/A N/A N/A N/A g replace_validate e1 N/A add_in_place x y N/A N/A Exception Shouldn't have reached this point. N/A N/A N/A InconsistencyError N/A N/A N/A N/A consistent g N/A test_aliased_inputs N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add_in_place x x N/A g N/A Env N/A x N/A e False N/A N/A inconsistent g N/A test_aliased_inputs2 N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add_in_place x N/A transpose_view x N/A g N/A Env N/A x N/A e False N/A N/A inconsistent g N/A test_aliased_inputs_tolerate N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add_in_place_2 x x N/A g N/A Env N/A x N/A e False N/A N/A consistent g N/A test_aliased_inputs_tolerate2 N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add_in_place_2 x N/A transpose_view x N/A g N/A Env N/A x N/A e False N/A N/A inconsistent g N/A test_same_aliased_inputs_ignored N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add_in_place_3 x x N/A g N/A Env N/A x N/A e False N/A N/A consistent g N/A test_different_aliased_inputs_ignored N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add_in_place_3 x N/A transpose_view x N/A g N/A Env N/A x N/A e False N/A N/A consistent g N/A test_indestructible_through_views N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A N/A N/A x tag indestructible True N/A tv N/A transpose_view x N/A e N/A add_in_place tv y N/A g N/A Env N/A x y z N/A e False N/A N/A inconsistent g N/A N/A N/A g replace_validate tv N/A sigmoid x N/A N/A consistent g N/A test_indirect N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e0 N/A add_in_place x y N/A e N/A dot N/A sigmoid e0 N/A transpose_view x N/A g N/A Env N/A x y z N/A e False N/A N/A inconsistent g N/A new_e0 N/A add x y N/A N/A N/A g replace e0 new_e0 N/A N/A consistent g N/A N/A N/A g replace new_e0 N/A add_in_place x y N/A N/A inconsistent g N/A test_indirect_2 N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e0 N/A transpose_view x N/A e N/A dot N/A sigmoid N/A add_in_place x y e0 N/A g N/A Env N/A x y z N/A e False N/A N/A inconsistent g N/A new_e0 N/A add e0 y N/A N/A N/A g replace e0 new_e0 N/A N/A consistent g N/A test_long_destroyers_loop N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A dot N/A dot N/A add_in_place x y N/A add_in_place y z N/A add z x N/A g N/A Env N/A x y z N/A e N/A N/A consistent g N/A N/A N/A N/A OpSubOptimizer add add_in_place optimize g N/A N/A consistent g N/A N/A N/A str g [Dot(Dot(AddInPlace(x, y), AddInPlace(y, z)), AddInPlace(z, x))] N/A e2 N/A dot N/A dot N/A add_in_place x y N/A add_in_place y z N/A add_in_place z x N/A N/A N/A N/A Env N/A N/A graph clone N/A x y z N/A e2 N/A N/A Exception Shouldn't have reached this point. N/A N/A N/A InconsistencyError N/A N/A N/A test_misc_2 N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A tv N/A transpose_view x N/A e N/A add_in_place x tv N/A g N/A Env N/A x y N/A e False N/A N/A inconsistent g N/A N/A N/A g replace tv x N/A N/A inconsistent g N/A test_multi_destroyers N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A add N/A add_in_place x y N/A add_in_place x y N/A N/A N/A N/A Env N/A x y z N/A e N/A N/A Exception Shouldn't have reached this point. N/A N/A N/A InconsistencyError N/A e N/A N/A N/A test_multi_destroyers_through_views N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A dot N/A add N/A transpose_view z y N/A add z x N/A g N/A Env N/A x y z N/A e N/A N/A consistent g N/A fail N/A FailureWatch N/A N/A N/A N/A OpSubOptimizer add add_in_place fail optimize g N/A N/A consistent g N/A N/A N/A fail failures 1 N/A test_repair_destroy_path N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e1 N/A transpose_view N/A transpose_view x N/A e2 N/A transpose_view N/A transpose_view e1 N/A e3 N/A add_in_place e2 y N/A e4 N/A add_in_place e1 z N/A g N/A Env N/A x y z N/A e3 e4 False N/A N/A inconsistent g N/A N/A N/A g replace e2 N/A transpose_view x N/A N/A inconsistent g N/A test_usage_loop N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A g N/A Env N/A x y z N/A N/A dot N/A add_in_place x z x False N/A N/A inconsistent g N/A N/A N/A N/A OpSubOptimizer add_in_place add optimize g N/A N/A consistent g N/A test_usage_loop_through_views N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A aip N/A add_in_place x y N/A e N/A dot aip N/A transpose_view x N/A g N/A Env N/A x y z N/A e False N/A N/A inconsistent g N/A N/A N/A g replace_validate aip N/A add x z N/A N/A consistent g N/A test_usage_loop_insert_views N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A e N/A dot N/A add_in_place x N/A add y z N/A sigmoid N/A sigmoid N/A sigmoid N/A sigmoid N/A sigmoid x N/A g N/A Env N/A x y z N/A e N/A N/A consistent g N/A fail N/A FailureWatch N/A N/A N/A N/A OpSubOptimizer sigmoid transpose_view fail optimize g N/A N/A consistent g N/A N/A N/A fail failures 1 N/A test_value_repl N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A sy N/A sigmoid y N/A e N/A add_in_place x sy N/A g N/A Env N/A x y N/A e False N/A N/A consistent g N/A N/A N/A g replace sy N/A MyConstant abc N/A N/A consistent g N/A test_value_repl_2 N/A N/A N/A N/A N/A N/A x y z N/A inputs N/A sy N/A sigmoid y N/A e N/A add_in_place x sy N/A g N/A Env N/A x y N/A e False N/A N/A consistent g N/A N/A N/A g replace sy N/A transpose_view N/A MyConstant abc N/A N/A consistent g N/A