Module ImportFrom alias alias alias Import alias Import alias ImportFrom alias ImportFrom alias ImportFrom alias identifier alias ImportFrom alias Import alias ImportFrom alias ImportFrom alias alias alias ImportFrom alias alias alias alias alias ImportFrom alias ImportFrom alias alias alias ImportFrom alias ImportFrom alias alias FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr NameLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Num attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore ListComp NameLoad comprehension NameStore NameLoad Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert Call NameLoad AttributeLoad SubscriptLoad AttributeLoad SubscriptLoad NameLoad Index Num attr Index Num attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr NameLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Num attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore ListComp NameLoad comprehension NameStore NameLoad Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore ListComp NameLoad comprehension NameStore NameLoad Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore ListComp NameLoad comprehension NameStore NameLoad Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assert CompareEq Num Call NameLoad ListComp NameLoad comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert CompareEq Num Call NameLoad ListComp NameLoad comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assert CompareEq Num Call NameLoad ListComp NameLoad comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad ListLoad ListLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr Str Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Assert CompareEq AttributeLoad NameLoad attr AttributeLoad Call AttributeLoad NameLoad attr attr Assert CompareIn NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr Str Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Assert CompareEq AttributeLoad NameLoad attr AttributeLoad Call AttributeLoad NameLoad attr attr Assert CompareIn NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr keyword Num keyword NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr Str Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert CompareIn NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr keyword Num keyword NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num attr Str Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Num Num Assert CompareEq AttributeLoad NameLoad attr AttributeLoad Call AttributeLoad NameLoad attr Num Num attr Assert CompareIn NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args defaults body Assign NameStore AttributeLoad Call NameLoad NameLoad attr For TupleStore NameStore NameStore ListLoad TupleLoad Str Call NameLoad keyword Str TupleLoad Str Call NameLoad keyword Str TupleLoad Str Dict TupleLoad Str Dict body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call Call NameLoad NameLoad NameLoad keyword Num NameLoad keyword NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr Str Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call Call NameLoad NameLoad NameLoad keyword Num Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore NameLoad If BoolOpAnd CompareEq NameLoad Str CompareIn NameLoad ListLoad Str Str body Assert UnaryOpNot BoolOpOr CompareIn NameLoad NameLoad CompareIn NameLoad NameLoad orelse Assert BoolOpOr CompareIn NameLoad NameLoad CompareIn NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert BoolOpAnd Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad AttributeLoad AttributeLoad SubscriptLoad NameLoad Index Num attr attr Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr Call NameLoad Num Num attr Assign NameStore Call Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert BoolOpAnd Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad AttributeLoad AttributeLoad SubscriptLoad NameLoad Index Num attr attr Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr Call NameLoad Num Num attr Assign NameStore Call Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert UnaryOpNot AttributeLoad AttributeLoad SubscriptLoad NameLoad Index Num attr attr Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr Call NameLoad Num Num attr Assign NameStore Call Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert UnaryOpNot AttributeLoad AttributeLoad SubscriptLoad NameLoad Index Num attr attr Assert Call AttributeLoad CompareEq Call AttributeLoad NameLoad attr Call NameLoad Num Num attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call Call AttributeLoad NameLoad attr Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert CompareEq AttributeLoad Call NameLoad Num attr TupleLoad Num Assign NameStore Call Call AttributeLoad NameLoad attr Str NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert CompareEq AttributeLoad Call NameLoad Num Num attr TupleLoad Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr attr Str Str Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad NameLoad keyword NameLoad Expr Call NameLoad NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore ListComp NameLoad comprehension NameStore NameLoad Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert CompareEq Call NameLoad NameLoad Num Assign NameStore SubscriptLoad NameLoad Index Num Assert Call NameLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr NameLoad Assert Call NameLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr NameLoad decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore NameLoad Assign NameStore NameLoad decorator_list ClassDef bases AttributeLoad NameLoad attr body Assign NameStore NameLoad FunctionDef arguments args NameParam defaults body Return Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list NameLoad Assign NameStore Call NameLoad NameLoad FunctionDef arguments args NameParam NameParam defaults body Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad keyword NameLoad decorator_list decorator_list FunctionDef arguments args defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad BinOpMult Call Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Num keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr AttributeLoad AttributeLoad NameLoad attr attr Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert CompareEq AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Expr Call NameLoad Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num attr Str decorator_list FunctionDef arguments args defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Assign NameStore Call Call NameLoad keyword Str NameLoad NameLoad Assign NameStore BinOpPow NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Assert CompareEq AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad BinOpMult NameLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert CompareEq AttributeLoad AttributeLoad SubscriptLoad NameLoad Index Num attr attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call AttributeLoad BinOpMult NameLoad NameLoad attr Assign NameStore Call AttributeLoad BinOpMult NameLoad NameLoad attr keyword Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad NameLoad Num Assert CompareEq AttributeLoad AttributeLoad SubscriptLoad NameLoad Index Num attr attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Call AttributeLoad BinOpMult NameLoad NameLoad attr keyword Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr comprehension NameStore AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad SubscriptLoad NameLoad Slice Num Num keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad ListComp CompareIs Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Assert UnaryOpNot Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad SubscriptLoad NameLoad Slice Num Num keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad ListComp CompareIs Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Assert UnaryOpNot Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad SubscriptLoad NameLoad Slice Num Num BinOpAdd NameLoad Num keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert UnaryOpNot Call NameLoad ListComp CompareIs Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Assert Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad SubscriptLoad NameLoad Slice Num Num BinOpAdd NameLoad Num NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert UnaryOpNot Call NameLoad ListComp CompareIs Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Assert Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad BinOpAdd SubscriptLoad NameLoad Slice Num Num Num keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call NameLoad ListComp CompareIs Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Assert UnaryOpNot Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assert Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad decorator_list FunctionDef arguments args defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad BinOpMult Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num attr Str Assign NameStore Call AttributeLoad BinOpMult Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num attr Str Assign NameStore Call AttributeLoad BinOpMult Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num attr Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad BinOpAdd BinOpAdd NameLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Num Assert CompareEq Call NameLoad GeneratorExp CompareEq Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad BinOpAdd BinOpAdd NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad NameLoad NameLoad NameLoad ListLoad BinOpAdd BinOpAdd NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Num Assert CompareEq Call NameLoad GeneratorExp CompareEq Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Num Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad BinOpAdd BinOpAdd NameLoad NameLoad NameLoad Return Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr ImportFrom alias Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad NameLoad NameLoad NameLoad ListLoad Call NameLoad NameLoad Call NameLoad NameLoad Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Num Assert CompareEq Call NameLoad GeneratorExp CompareEq Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Num Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad NameLoad NameLoad NameLoad ListLoad BinOpAdd NameLoad NameLoad BinOpMult NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad NameLoad NameLoad keyword NameLoad Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert CompareEq Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Num Assert CompareEq Call NameLoad GeneratorExp CompareEq Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore NameLoad Num Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num BinOpAdd NameLoad NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num BinOpMult NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr NameLoad keyword Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Call NameLoad SubscriptLoad NameLoad Slice Num SubscriptLoad NameLoad Slice Num SubscriptLoad NameLoad Slice Num keyword NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num BinOpAdd SubscriptLoad NameLoad Slice Num SubscriptLoad NameLoad Slice Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num BinOpMult SubscriptLoad NameLoad Slice Num SubscriptLoad NameLoad Slice Num decorator_list FunctionDef arguments args defaults body Assign NameStore AttributeLoad AttributeLoad NameLoad attr attr TryFinally body Assign AttributeStore AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad finalbody Assign AttributeStore AttributeLoad NameLoad attr attr NameLoad decorator_list
N/A __future__ absolute_import print_function division N/A numpy N/A theano theano tensor theano.tests.breakpoint PdbBreakpoint theano.tests unittest_tools utt test_ifelse theano.tensor.tests test_basic N/A theano.sandbox.gpuarray N/A basic_ops type GpuArrayType gpuarray_shared_constructor get_context basic_ops GpuAlloc GpuAllocEmpty GpuReshape GpuFromHost host_from_gpu blas GpuGemm elemwise GpuCAReduceCuda GpuCAReduceCPY GpuElemwise subtensor GpuSubtensor config mode_with_gpu test_ctx_name test_local_assert N/A N/A N/A N/A N/A x N/A N/A N/A theano tensor fmatrix N/A a N/A N/A N/A N/A theano tensor opt assert_op x N/A N/A N/A N/A N/A theano tensor eq x 0 any N/A f N/A N/A theano function N/A x a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A a_op N/A n N/A n topo N/A isinstance N/A n op N/A N/A N/A theano tensor opt Assert N/A N/A N/A len a_op 1 N/A N/A isinstance N/A N/A N/A N/A a_op N/A 0 inputs N/A 0 type GpuArrayType N/A test_local_remove_all_assert N/A N/A N/A N/A N/A x N/A N/A N/A theano tensor fmatrix N/A a N/A N/A N/A N/A theano tensor opt assert_op x N/A N/A N/A N/A N/A theano tensor eq x 0 any N/A f N/A N/A theano function N/A x a mode N/A N/A mode_with_gpu excluding unsafe N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A a_op N/A n N/A n topo N/A isinstance N/A n op N/A N/A N/A theano tensor opt Assert N/A N/A N/A len a_op 1 N/A f N/A N/A theano function N/A x a mode N/A N/A mode_with_gpu including unsafe N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A a_op N/A n N/A n topo N/A isinstance N/A n op N/A N/A N/A theano tensor opt Assert N/A N/A N/A len a_op 0 N/A f N/A N/A theano function N/A x a mode N/A N/A mode_with_gpu excluding unsafe N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A a_op N/A n N/A n topo N/A isinstance N/A n op N/A N/A N/A theano tensor opt Assert N/A N/A N/A len a_op 1 N/A test_local_gpu_contiguous_gpu_contiguous N/A N/A N/A N/A N/A a N/A N/A tensor fmatrix N/A o1 N/A N/A basic_ops gpu_contiguous a N/A o2 N/A N/A basic_ops gpu_contiguous o1 N/A f1 N/A N/A theano function N/A a o1 mode mode_with_gpu N/A f2 N/A N/A theano function N/A a o2 mode mode_with_gpu N/A N/A 1 N/A len N/A node N/A node N/A N/A N/A N/A f1 maker fgraph toposort N/A isinstance N/A node op N/A basic_ops GpuContiguous N/A N/A 1 N/A len N/A node N/A node N/A N/A N/A N/A f2 maker fgraph toposort N/A isinstance N/A node op N/A basic_ops GpuContiguous N/A test_local_gpu_contiguous N/A N/A N/A N/A N/A a N/A N/A tensor fmatrix N/A o N/A N/A N/A tensor extra_ops cpu_contiguous a N/A f N/A N/A theano function N/A a o mode mode_with_gpu N/A N/A 1 N/A len N/A node N/A node N/A N/A N/A N/A f maker fgraph toposort N/A isinstance N/A node op N/A basic_ops GpuContiguous N/A N/A f N/A N/A 2.0 N/A test_flatten N/A N/A N/A N/A N/A m N/A N/A N/A theano tensor fmatrix N/A f N/A N/A theano function N/A m N/A N/A m flatten mode mode_with_gpu N/A val N/A N/A N/A N/A N/A numpy random rand 10 11 astype float32 N/A res N/A f val N/A N/A N/A utt assert_allclose res N/A N/A val flatten N/A N/A N/A res shape N/A N/A N/A val flatten shape N/A N/A GpuReshape N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A val N/A N/A N/A N/A N/A numpy random rand 10 11 astype float32 N/A res N/A f val N/A N/A N/A utt assert_allclose res N/A N/A val flatten N/A N/A N/A res shape N/A N/A N/A val flatten shape N/A N/A GpuReshape N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A f N/A N/A theano function N/A m N/A N/A m flatten ndim 2 mode mode_with_gpu N/A val N/A N/A N/A N/A N/A numpy random rand 10 11 astype float32 N/A res N/A f val N/A N/A N/A utt assert_allclose res val N/A N/A N/A res shape N/A val shape N/A N/A GpuReshape N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A m N/A N/A N/A theano tensor tensor3 N/A f N/A N/A theano function N/A m N/A N/A m flatten ndim 2 mode mode_with_gpu N/A val N/A N/A N/A N/A N/A numpy random rand 10 11 12 astype float32 N/A res N/A f val N/A N/A N/A utt assert_allclose res N/A N/A val reshape 10 -1 N/A N/A N/A res shape N/A N/A N/A val reshape 10 -1 shape N/A N/A GpuReshape N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A test_reduce N/A N/A N/A N/A N/A kind N/A N/A get_context test_ctx_name kind N/A N/A method param N/A N/A sum N/A dict acc_dtype float32 N/A prod N/A dict acc_dtype float32 N/A max N/A N/A min N/A N/A N/A m N/A N/A N/A theano tensor fmatrix N/A f N/A N/A theano function N/A m N/A N/A getattr m method axis 0 param mode mode_with_gpu N/A val N/A N/A N/A N/A N/A numpy random rand 10 11 astype float32 N/A res N/A f val N/A N/A N/A utt assert_allclose res N/A N/A getattr val method axis 0 N/A N/A N/A res shape N/A 11 N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A ops N/A N/A type N/A node op N/A node topo N/A N/A N/A kind opencl N/A method N/A max min N/A N/A N/A N/A N/A GpuCAReduceCuda ops N/A GpuCAReduceCPY ops N/A N/A N/A N/A GpuCAReduceCuda ops N/A GpuCAReduceCPY ops N/A test_local_gpualloc_memset_0 N/A N/A N/A N/A N/A i N/A N/A N/A theano tensor iscalar N/A z N/A N/A numpy zeros N/A 1 dtype float32 N/A o N/A N/A numpy ones N/A 1 dtype float32 N/A ones N/A N/A numpy ones N/A 2 dtype float32 N/A a N/A N/A tensor alloc z i N/A f N/A N/A theano function N/A i a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 2 N/A N/A N/A isinstance N/A N/A topo N/A 0 op GpuAlloc N/A N/A N/A topo N/A 0 op memset_0 N/A N/A N/A N/A N/A N/A numpy asarray N/A f 6 0 all N/A a N/A N/A GpuAlloc test_ctx_name z i N/A f N/A N/A theano function N/A i a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 1 N/A N/A N/A isinstance N/A N/A topo N/A 0 op GpuAlloc N/A N/A N/A topo N/A 0 op memset_0 N/A N/A N/A N/A N/A N/A numpy asarray N/A f 6 0 all N/A a N/A N/A GpuAlloc test_ctx_name o i N/A f N/A N/A theano function N/A i a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 1 N/A N/A isinstance N/A N/A topo N/A 0 op GpuAlloc N/A N/A N/A N/A N/A topo N/A 0 op memset_0 N/A N/A N/A N/A N/A N/A numpy asarray N/A f 6 1 all N/A a N/A N/A GpuAlloc test_ctx_name ones i N/A f N/A N/A theano function N/A i a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 1 N/A N/A isinstance N/A N/A topo N/A 0 op GpuAlloc N/A N/A N/A N/A N/A topo N/A 0 op memset_0 N/A N/A N/A N/A N/A N/A numpy asarray N/A f 2 1 all N/A test_local_gpualloc_empty N/A N/A N/A N/A N/A i N/A N/A N/A theano tensor iscalar N/A ii N/A N/A N/A theano tensor iscalar N/A a N/A N/A N/A tensor AllocEmpty float32 i N/A f N/A N/A theano function N/A i a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 2 N/A N/A isinstance N/A N/A topo N/A 0 op GpuAllocEmpty N/A N/A N/A N/A f 3 shape N/A 3 N/A a N/A N/A N/A tensor AllocEmpty float32 i ii N/A f N/A N/A theano function N/A i ii a mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 2 N/A N/A isinstance N/A N/A topo N/A 0 op GpuAllocEmpty N/A N/A N/A N/A f 3 4 shape N/A 3 4 N/A test_rebroadcast N/A N/A N/A N/A N/A d N/A N/A N/A N/A N/A numpy random rand 10 10 astype float32 N/A v N/A N/A N/A theano tensor fmatrix N/A up N/A N/A tensor unbroadcast N/A N/A N/A N/A v sum dimshuffle x x 0 1 N/A f N/A N/A theano function N/A v N/A up mode mode_with_gpu N/A N/A f d N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A rebrs N/A node N/A node topo N/A isinstance N/A node op N/A tensor Rebroadcast N/A N/A N/A len rebrs 1 N/A rebr N/A rebrs N/A 0 N/A N/A isinstance N/A N/A N/A rebr inputs N/A 0 type GpuArrayType N/A N/A isinstance N/A N/A N/A rebr outputs N/A 0 type GpuArrayType N/A TestSpecifyShape N/A N/A test_basic TestSpecifyShape N/A N/A mode mode_with_gpu N/A input_type GpuArrayType N/A test_gpu_ifelse N/A N/A test_ifelse test_ifelse N/A N/A mode mode_with_gpu cast_output N/A N/A v N/A N/A N/A N/A N/A basic_ops as_gpuarray_variable v test_ctx_name N/A staticmethod N/A shared N/A staticmethod gpuarray_shared_constructor get_ifelse N/A N/A self n N/A N/A N/A N/A N/A N/A theano ifelse IfElse n gpu True as_view True N/A N/A test_print_op N/A N/A N/A N/A N/A  Test that print ops don't block gpu optimization N/A b N/A N/A tensor fmatrix N/A f N/A N/A theano function N/A b N/A N/A N/A N/A N/A theano printing Print b 2 mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A isinstance N/A N/A topo N/A 0 op GpuFromHost N/A N/A isinstance N/A N/A topo N/A 1 op N/A N/A theano printing Print N/A N/A isinstance N/A N/A topo N/A 2 op GpuElemwise N/A N/A N/A N/A topo N/A 3 op host_from_gpu N/A N/A f N/A N/A N/A N/A N/A numpy random random N/A 5 5 astype float32 N/A test_pdbbreakpoint_op N/A N/A N/A N/A N/A  Test that PdbBreakpoint ops don't block gpu optimization N/A b N/A N/A tensor fmatrix N/A condition N/A N/A tensor gt N/A N/A b sum 0 N/A b_monitored N/A N/A PdbBreakpoint name TestBreakpoint condition b N/A output N/A b_monitored 2 N/A f N/A N/A theano function N/A b output mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A isinstance N/A N/A topo N/A -2 op GpuElemwise N/A N/A N/A N/A topo N/A -1 op host_from_gpu N/A test_local_gpu_elemwise_careduce N/A N/A N/A N/A N/A x N/A N/A N/A theano tensor matrix N/A o N/A N/A N/A x x sum N/A f N/A N/A theano function N/A x o mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 3 N/A N/A N/A N/A N/A topo N/A 1 op pre_scalar_op N/A N/A theano scalar sqr N/A data N/A N/A N/A N/A N/A numpy random rand 3 4 astype N/A N/A theano config floatX N/A N/A N/A utt assert_allclose N/A f data N/A N/A N/A data data sum N/A o N/A N/A N/A x x sum axis 1 N/A f N/A N/A theano function N/A x o mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A len topo 3 N/A N/A N/A N/A N/A topo N/A 1 op pre_scalar_op N/A N/A theano scalar sqr N/A N/A N/A utt assert_allclose N/A f data N/A N/A N/A data data sum axis 1 N/A test_local_lift_dot22scalar N/A N/A N/A N/A N/A x N/A N/A tensor matrix N/A y N/A N/A tensor matrix N/A a N/A N/A tensor scalar N/A o N/A N/A N/A N/A tensor blas Dot22Scalar x y a N/A f_cpu N/A N/A theano function N/A x y a o N/A f_gpu N/A N/A theano function N/A x y a o mode mode_with_gpu N/A N/A N/A any N/A N/A isinstance N/A n op N/A N/A tensor blas Dot22Scalar N/A n N/A N/A N/A f_gpu maker fgraph apply_nodes N/A N/A any N/A N/A isinstance N/A n op GpuGemm N/A n N/A N/A N/A f_gpu maker fgraph apply_nodes N/A x_val N/A N/A N/A N/A N/A numpy random random N/A 2 3 astype N/A N/A theano config floatX N/A y_val N/A N/A N/A N/A N/A numpy random random N/A 3 4 astype N/A N/A theano config floatX N/A a_val 0.5 N/A N/A N/A utt assert_allclose N/A f_cpu x_val y_val a_val N/A f_gpu x_val y_val a_val N/A test_local_gpu_subtensor N/A N/A N/A N/A N/A t N/A N/A tensor _shared N/A N/A numpy zeros 20 float32 N/A f N/A N/A theano function N/A N/A t N/A 3 4 mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A any N/A N/A N/A type N/A node op N/A tensor Subtensor N/A node topo N/A N/A N/A any N/A N/A isinstance N/A node op GpuSubtensor N/A node topo N/A t N/A N/A tensor fmatrix N/A f N/A N/A theano function N/A t N/A t N/A 3 4 mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A any N/A N/A N/A type N/A node op N/A tensor Subtensor N/A node topo N/A N/A N/A any N/A N/A isinstance N/A node op GpuSubtensor N/A node topo N/A t N/A N/A tensor fmatrix N/A f N/A N/A theano function N/A t N/A N/A t N/A 3 4 N/A t 1 mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A any N/A N/A N/A type N/A node op N/A tensor Subtensor N/A node topo N/A N/A any N/A N/A isinstance N/A node op GpuSubtensor N/A node topo N/A t N/A N/A tensor fmatrix N/A f N/A N/A theano function N/A t N/A N/A t N/A 3 4 N/A t 1 t mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A any N/A N/A N/A type N/A node op N/A tensor Subtensor N/A node topo N/A N/A any N/A N/A isinstance N/A node op GpuSubtensor N/A node topo N/A t N/A N/A tensor _shared N/A N/A numpy zeros 20 float32 N/A f N/A N/A theano function N/A N/A N/A t N/A 3 4 1 mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A any N/A N/A N/A type N/A node op N/A tensor Subtensor N/A node topo N/A N/A N/A any N/A N/A isinstance N/A node op GpuSubtensor N/A node topo N/A N/A any N/A N/A isinstance N/A node op GpuElemwise N/A node topo N/A test_local_gpu_elemwise N/A N/A N/A N/A N/A 
    Test local_gpu_elemwise when there is a dtype upcastable to float32
     N/A a N/A N/A tensor bmatrix N/A b N/A N/A tensor fmatrix N/A c N/A N/A tensor fmatrix N/A a_v N/A N/A N/A N/A N/A N/A numpy random rand 4 5 10 astype int8 N/A b_v N/A N/A N/A N/A N/A N/A numpy random rand 4 5 10 astype float32 N/A c_v N/A N/A N/A N/A N/A N/A numpy random rand 4 5 10 astype float32 N/A f N/A N/A theano function N/A a b c N/A N/A a b c mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A sum N/A N/A isinstance N/A node op GpuElemwise N/A node topo 1 N/A N/A N/A sum N/A N/A N/A type N/A node op N/A tensor Elemwise N/A node topo 0 N/A N/A N/A utt assert_allclose N/A f a_v b_v c_v N/A N/A a_v b_v c_v N/A a_s N/A N/A N/A theano scalar int8 N/A b_s N/A N/A N/A theano scalar float32 N/A c_s N/A N/A N/A theano scalar float32 N/A out_s N/A N/A N/A theano scalar Composite N/A a_s b_s c_s N/A N/A N/A a_s b_s c_s N/A out_op N/A N/A tensor Elemwise out_s N/A f N/A N/A theano function N/A a b c N/A out_op a b c mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A sum N/A N/A isinstance N/A node op GpuElemwise N/A node topo 1 N/A N/A N/A sum N/A N/A N/A type N/A node op N/A tensor Elemwise N/A node topo 0 N/A N/A N/A utt assert_allclose N/A f a_v b_v c_v N/A N/A a_v b_v c_v N/A N/A a_s N/A N/A N/A theano scalar float32 N/A a N/A N/A tensor fmatrix theano.scalar.basic identity N/A out_s N/A N/A N/A theano scalar Composite N/A a_s b_s c_s N/A N/A identity a_s N/A identity c_s N/A identity b_s N/A outs_op N/A N/A tensor Elemwise out_s N/A f N/A N/A theano function N/A a b c N/A outs_op a b c mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A sum N/A N/A isinstance N/A node op GpuElemwise N/A node topo 1 N/A N/A N/A sum N/A N/A N/A type N/A node op N/A tensor Elemwise N/A node topo 0 N/A out N/A f a_v b_v c_v N/A N/A N/A utt assert_allclose N/A out N/A 0 a_v N/A N/A N/A utt assert_allclose N/A out N/A 1 c_v N/A N/A N/A utt assert_allclose N/A out N/A 2 b_v N/A out_s N/A N/A N/A theano scalar Composite N/A a_s b_s c_s N/A N/A a_s b_s N/A a_s b_s N/A outs_op N/A N/A tensor Elemwise out_s N/A f N/A N/A theano function N/A a b c N/A outs_op a b c mode mode_with_gpu N/A topo N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A sum N/A N/A isinstance N/A node op GpuElemwise N/A node topo 1 N/A N/A N/A sum N/A N/A N/A type N/A node op N/A tensor Elemwise N/A node topo 0 N/A out N/A f a_v b_v c_v N/A N/A N/A utt assert_allclose N/A out N/A 0 N/A a_v b_v N/A N/A N/A utt assert_allclose N/A out N/A 1 N/A a_v c_v N/A c N/A gpuarray_shared_constructor N/A N/A numpy asarray c_v dtype float32 N/A f N/A N/A theano function N/A a b N/A outs_op N/A a N/A 2 N/A b N/A 2 N/A c N/A 2 mode mode_with_gpu N/A out N/A f a_v b_v N/A N/A N/A utt assert_allclose N/A out N/A 0 N/A N/A a_v N/A 2 N/A b_v N/A 2 N/A N/A N/A utt assert_allclose N/A out N/A 1 N/A N/A a_v N/A 2 N/A c_v N/A 2 N/A test_local_lift_abstractconv_gpu_shape N/A N/A N/A N/A N/A prev N/A N/A theano config on_opt_error N/A N/A N/A N/A N/A theano config on_opt_error raise N/A s N/A N/A tensor ivector N/A a N/A N/A tensor ftensor4 N/A b N/A N/A tensor ftensor4 N/A c N/A N/A N/A N/A N/A tensor nnet abstract_conv AbstractConv2d_gradWeights a b s N/A N/A N/A theano function N/A s a b c mode mode_with_gpu N/A N/A N/A N/A theano config on_opt_error prev N/A