Index

_

__abstractmethods__ (onnx_ir.traversal.RecursiveGraphIterator attribute) __annotations__ (onnx_ir.traversal.RecursiveGraphIterator attribute) __dict__ (onnx_ir.traversal.RecursiveGraphIterator attribute) __init__() (onnx_ir.traversal.RecursiveGraphIterator method) __iter__() (onnx_ir.traversal.RecursiveGraphIterator method)

__module__ (onnx_ir.traversal.RecursiveGraphIterator attribute) __next__() (onnx_ir.traversal.RecursiveGraphIterator method) __orig_bases__ (onnx_ir.traversal.RecursiveGraphIterator attribute) __reversed__() (onnx_ir.traversal.RecursiveGraphIterator method) __weakref__ (onnx_ir.traversal.RecursiveGraphIterator attribute)

A

add() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) AddInitializersToInputsPass (class in onnx_ir.passes.common) all_nodes() (onnx_ir.Function method) (onnx_ir.Graph method) append() (onnx_ir.Function method) (onnx_ir.Graph method) (onnx_ir.Node method) as_float() (onnx_ir.Attr method) as_floats() (onnx_ir.Attr method) as_graph() (onnx_ir.Attr method) as_graphs() (onnx_ir.Attr method)

as_int() (onnx_ir.Attr method) as_ints() (onnx_ir.Attr method) as_string() (onnx_ir.Attr method) as_strings() (onnx_ir.Attr method) as_tensor() (onnx_ir.Attr method) as_tensors() (onnx_ir.Attr method) Attr (class in onnx_ir) Attributes (class in onnx_ir._graph_containers) attributes (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Node property) AttributeType (class in onnx_ir)

B

base_dir (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property)

BFLOAT16 (onnx_ir.DataType attribute) bitwidth (onnx_ir.DataType property) BOOL (onnx_ir.DataType attribute)

C

cache (onnx_ir.LazyTensor attribute), [1] call() (onnx_ir.passes.PassBase method) (onnx_ir.passes.PassManager method) (onnx_ir.passes.Sequential method) changes_input (onnx_ir.passes.common.CheckerPass property) (onnx_ir.passes.FunctionalPass property) (onnx_ir.passes.InPlacePass property) (onnx_ir.passes.PassBase property) (onnx_ir.passes.Sequential property) CheckerPass (class in onnx_ir.passes.common) clear() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) ClearMetadataAndDocStringPass (class in onnx_ir.passes.common) CommonSubexpressionEliminationPass (class in onnx_ir.passes.common)

COMPLEX128 (onnx_ir.DataType attribute) COMPLEX64 (onnx_ir.DataType attribute) const_value (onnx_ir.Value property) consumers() (onnx_ir.Value method) convert_attribute() (in module onnx_ir.convenience) convert_attributes() (in module onnx_ir.convenience) convert_tensors_from_external() (in module onnx_ir.external_data) convert_tensors_to_external() (in module onnx_ir.external_data) copy() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) (onnx_ir.Shape method) count() (onnx_ir.Function method) (onnx_ir.Graph method) (onnx_ir.GraphView method) create_value_mapping() (in module onnx_ir.convenience)

D

DataType (class in onnx_ir) DeduplicateInitializersPass (class in onnx_ir.passes.common) denotation (onnx_ir.OptionalType attribute) (onnx_ir.SequenceType attribute) (onnx_ir.SparseTensorType attribute) (onnx_ir.TensorType attribute) destructive (onnx_ir.passes.PassBase property) dims (onnx_ir.Shape attribute) (onnx_ir.Shape property) display() (onnx_ir.Attr method) (onnx_ir.ExternalTensor method) (onnx_ir.Function method) (onnx_ir.Graph method) (onnx_ir.GraphView method) (onnx_ir.LazyTensor method) (onnx_ir.Model method) (onnx_ir.Node method) (onnx_ir.OptionalType method) (onnx_ir.PackedTensor method) (onnx_ir.SequenceType method) (onnx_ir.Shape method) (onnx_ir.SparseTensorType method) (onnx_ir.StringTensor method) (onnx_ir.SymbolicDim method) (onnx_ir.Tensor method) (onnx_ir.TensorType method) (onnx_ir.Value method) doc_string (onnx_ir.Attr attribute) (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute), [1] (onnx_ir.LazyTensor attribute) (onnx_ir.LazyTensor property) (onnx_ir.Model attribute) (onnx_ir.Node attribute) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] (onnx_ir.Value attribute)

domain (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Model attribute) (onnx_ir.Node property) DOUBLE (onnx_ir.DataType attribute) dtype (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) (onnx_ir.LazyTensor attribute) (onnx_ir.LazyTensor property) (onnx_ir.OptionalType property) (onnx_ir.PackedTensor property) (onnx_ir.SequenceType property) (onnx_ir.SparseTensorType property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] (onnx_ir.TensorType property) (onnx_ir.Value property)

E

early_stop (onnx_ir.passes.PassManager attribute) elem_type (onnx_ir.OptionalType property) (onnx_ir.SequenceType property) (onnx_ir.SparseTensorType property) (onnx_ir.TensorType property)

ensures() (onnx_ir.passes.PassBase method) extend() (onnx_ir.Function method) (onnx_ir.Graph method) ExternalTensor (class in onnx_ir)

F

FLOAT (onnx_ir.AttributeType attribute) (onnx_ir.DataType attribute) FLOAT16 (onnx_ir.DataType attribute) FLOAT4E2M1 (onnx_ir.DataType attribute) FLOAT8E4M3FN (onnx_ir.DataType attribute) FLOAT8E4M3FNUZ (onnx_ir.DataType attribute) FLOAT8E5M2 (onnx_ir.DataType attribute) FLOAT8E5M2FNUZ (onnx_ir.DataType attribute) FLOATS (onnx_ir.AttributeType attribute) freeze() (onnx_ir.Shape method) from_numpy() (onnx_ir.DataType class method) from_onnx_text() (in module onnx_ir)

from_proto() (in module onnx_ir) from_short_name() (onnx_ir.DataType class method) from_torch_dtype() (in module onnx_ir.tensor_adapters) fromkeys() (onnx_ir._graph_containers.Attributes class method) (onnx_ir._graph_containers.GraphInitializers class method) (onnx_ir._metadata.MetadataStore class method) frozen (onnx_ir.Shape attribute) (onnx_ir.Shape property) func (onnx_ir.LazyTensor attribute) Function (class in onnx_ir) FunctionalPass (class in onnx_ir.passes) functions (onnx_ir.Model property)

G

get() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) get_const_tensor() (in module onnx_ir.convenience) get_denotation() (onnx_ir.Shape method) get_float() (onnx_ir._graph_containers.Attributes method) get_floats() (onnx_ir._graph_containers.Attributes method) get_graph() (onnx_ir._graph_containers.Attributes method) get_graphs() (onnx_ir._graph_containers.Attributes method) get_int() (onnx_ir._graph_containers.Attributes method) get_ints() (onnx_ir._graph_containers.Attributes method) get_string() (onnx_ir._graph_containers.Attributes method)

get_strings() (onnx_ir._graph_containers.Attributes method) get_tensor() (onnx_ir._graph_containers.Attributes method) get_tensors() (onnx_ir._graph_containers.Attributes method) Graph (class in onnx_ir) GRAPH (onnx_ir.AttributeType attribute) graph (onnx_ir.Model attribute) (onnx_ir.Node property) (onnx_ir.Value property) graph_like (onnx_ir.tape.Tape attribute) GraphInitializers (class in onnx_ir._graph_containers) GRAPHS (onnx_ir.AttributeType attribute) graphs() (onnx_ir.Model method) GraphView (class in onnx_ir)

I

identifier() (onnx_ir.Function method) in_place (onnx_ir.passes.common.CheckerPass property) (onnx_ir.passes.FunctionalPass property) (onnx_ir.passes.InPlacePass property) (onnx_ir.passes.PassBase property) (onnx_ir.passes.Sequential property) index() (onnx_ir.Function method) (onnx_ir.Graph method) (onnx_ir.GraphView method) (onnx_ir.Value method) initializer() (onnx_ir.tape.Tape method) initializers (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute), [1] (onnx_ir.tape.Tape property) InlinePass (class in onnx_ir.passes.common) InPlacePass (class in onnx_ir.passes) inputs (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute), [1] (onnx_ir.Node property) insert_after() (onnx_ir.Function method) (onnx_ir.Graph method)

insert_before() (onnx_ir.Function method) (onnx_ir.Graph method) INT (onnx_ir.AttributeType attribute) INT16 (onnx_ir.DataType attribute) INT32 (onnx_ir.DataType attribute) INT4 (onnx_ir.DataType attribute) INT64 (onnx_ir.DataType attribute) INT8 (onnx_ir.DataType attribute) INTS (onnx_ir.AttributeType attribute) invalidate() (onnx_ir._metadata.MetadataStore method) (onnx_ir.ExternalTensor method) InvariantError ir_version (onnx_ir.Model attribute) is_dynamic() (onnx_ir.Shape method) is_floating_point() (onnx_ir.DataType method) is_graph_input() (onnx_ir.Value method) is_graph_output() (onnx_ir.Value method) is_initializer() (onnx_ir.Value method) is_ref() (onnx_ir.Attr method) is_static() (onnx_ir.Shape method) is_valid() (onnx_ir._metadata.MetadataStore method) items() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) itemsize (onnx_ir.DataType property)

K

keys() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method)

L

LazyTensor (class in onnx_ir) length (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) lift_all_constants (onnx_ir.passes.common.LiftConstantsToInitializersPass attribute) LiftConstantsToInitializersPass (class in onnx_ir.passes.common)

LiftSubgraphInitializersToMainGraphPass (class in onnx_ir.passes.common) load() (in module onnx_ir) load_to_model() (in module onnx_ir.external_data) location (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property)

M

meta (onnx_ir.ExternalTensor property) (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute) (onnx_ir.GraphView property) (onnx_ir.LazyTensor property) (onnx_ir.Model property) (onnx_ir.Node property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] (onnx_ir.Value property) metadata_props (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute) (onnx_ir.GraphView property) (onnx_ir.LazyTensor attribute) (onnx_ir.LazyTensor property) (onnx_ir.Model property) (onnx_ir.Node property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] (onnx_ir.Value property)

MetadataStore (class in onnx_ir._metadata) Model (class in onnx_ir) model (onnx_ir.passes.PassResult attribute), [1] model_version (onnx_ir.Model attribute) modified (onnx_ir.passes.PassResult attribute), [1] module onnx_ir.passes.common onnx_ir.tape onnx_ir.tensor_adapters onnx_ir.traversal

N

name (onnx_ir.Attr property) (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute), [1] (onnx_ir.GraphView attribute), [1] (onnx_ir.LazyTensor attribute) (onnx_ir.LazyTensor property) (onnx_ir.Node property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] (onnx_ir.Value property) nbytes (onnx_ir.ExternalTensor property) (onnx_ir.LazyTensor property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute) (onnx_ir.TensorProtocol property)

Node (class in onnx_ir) node() (in module onnx_ir) (onnx_ir.Graph method) nodes (onnx_ir.GraphView attribute) (onnx_ir.tape.Tape property) num_nodes() (onnx_ir.Graph method) numpy() (onnx_ir.DataType method) (onnx_ir.ExternalTensor method) (onnx_ir.LazyTensor method) (onnx_ir.PackedTensor method) (onnx_ir.Shape method) (onnx_ir.StringTensor method) (onnx_ir.Tensor method) (onnx_ir.tensor_adapters.TorchTensor method) (onnx_ir.TensorProtocol method) numpy_packed() (onnx_ir.PackedTensor method)

O

offset (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) onnx_ir.passes.common module onnx_ir.tape module onnx_ir.tensor_adapters module onnx_ir.traversal module op() (onnx_ir.tape.Tape method) op_identifier() (onnx_ir.Node method) op_multi_out() (onnx_ir.tape.Tape method) op_type (onnx_ir.Node property) opset_imports (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute), [1] (onnx_ir.Model property)

OptionalType (class in onnx_ir) outputs (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Graph attribute) (onnx_ir.Graph property) (onnx_ir.GraphView attribute), [1] (onnx_ir.Node property) overload (onnx_ir.Function attribute) (onnx_ir.Function property) (onnx_ir.Node property)

P

PackedTensor (class in onnx_ir) PassBase (class in onnx_ir.passes) PassError passes (onnx_ir.passes.PassManager attribute) PassManager (class in onnx_ir.passes) PassResult (class in onnx_ir.passes) path (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) pop() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method)

popitem() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) PostconditionError PreconditionError predecessors() (onnx_ir.Node method) prepend() (onnx_ir.Node method) process_functions (onnx_ir.passes.common.RemoveUnusedOpsetsPass attribute) producer() (onnx_ir.Value method) producer_name (onnx_ir.Model attribute) producer_version (onnx_ir.Model attribute)

R

rank() (onnx_ir.Shape method) raw (onnx_ir.ExternalTensor attribute) (onnx_ir.LazyTensor property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] RecursiveGraphIterator (class in onnx_ir.traversal) ref_attr_name (onnx_ir.Attr property) register_initializer() (onnx_ir.Graph method)

release() (onnx_ir.ExternalTensor method) remove() (onnx_ir.Function method) (onnx_ir.Graph method) RemoveInitializersFromInputsPass (class in onnx_ir.passes.common) RemoveUnusedFunctionsPass (class in onnx_ir.passes.common) RemoveUnusedNodesPass (class in onnx_ir.passes.common) RemoveUnusedOpsetsPass (class in onnx_ir.passes.common) replace_all_uses_with() (in module onnx_ir.convenience) replace_input_with() (onnx_ir.Node method) replace_nodes_and_values() (in module onnx_ir.convenience) requires() (onnx_ir.passes.PassBase method)

S

save() (in module onnx_ir) SequenceType (class in onnx_ir) Sequential (class in onnx_ir.passes) set_base_dir() (in module onnx_ir.external_data) set_denotation() (onnx_ir.Shape method) setdefault() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) Shape (class in onnx_ir) shape (onnx_ir.ExternalTensor attribute) (onnx_ir.ExternalTensor property) (onnx_ir.LazyTensor attribute) (onnx_ir.LazyTensor property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute), [1] (onnx_ir.TypeAndShape attribute) (onnx_ir.Value property) ShapeInferencePass (class in onnx_ir.passes.common) short_name() (onnx_ir.DataType method) size (onnx_ir.ExternalTensor property) (onnx_ir.LazyTensor property) (onnx_ir.PackedTensor property) (onnx_ir.StringTensor property) (onnx_ir.Tensor attribute) (onnx_ir.Tensor property) (onnx_ir.TensorProtocol attribute) (onnx_ir.TensorProtocol property)

size_limit (onnx_ir.passes.common.CommonSubexpressionEliminationPass attribute) (onnx_ir.passes.common.LiftConstantsToInitializersPass attribute) sort() (onnx_ir.Function method) (onnx_ir.Graph method) SPARSE_TENSOR (onnx_ir.AttributeType attribute) SPARSE_TENSORS (onnx_ir.AttributeType attribute) SparseTensorType (class in onnx_ir) steps (onnx_ir.passes.PassManager attribute) STRING (onnx_ir.AttributeType attribute) (onnx_ir.DataType attribute) string_data() (onnx_ir.StringTensor method) STRINGS (onnx_ir.AttributeType attribute) StringTensor (class in onnx_ir) subgraphs() (onnx_ir.Function method) (onnx_ir.Graph method) successors() (onnx_ir.Node method) SymbolicDim (class in onnx_ir)

T

Tape (class in onnx_ir.tape) Tensor (class in onnx_ir) TENSOR (onnx_ir.AttributeType attribute) tensor() (in module onnx_ir) TensorProtocol (class in onnx_ir) TENSORS (onnx_ir.AttributeType attribute) TensorType (class in onnx_ir) to_onnx_text() (in module onnx_ir) to_proto() (in module onnx_ir) to_torch_dtype() (in module onnx_ir.tensor_adapters) tobytes() (onnx_ir.ExternalTensor method) (onnx_ir.LazyTensor method) (onnx_ir.PackedTensor method) (onnx_ir.StringTensor method) (onnx_ir.Tensor method) (onnx_ir.tensor_adapters.TorchTensor method) (onnx_ir.TensorProtocol method)

TopologicalSortPass (class in onnx_ir.passes.common) TorchTensor (class in onnx_ir.tensor_adapters) type (onnx_ir.Attr property) (onnx_ir.TypeAndShape attribute) (onnx_ir.Value property) TYPE_PROTO (onnx_ir.AttributeType attribute) TYPE_PROTOS (onnx_ir.AttributeType attribute) TypeAndShape (class in onnx_ir)

U

UINT16 (onnx_ir.DataType attribute) UINT32 (onnx_ir.DataType attribute) UINT4 (onnx_ir.DataType attribute) UINT64 (onnx_ir.DataType attribute) UINT8 (onnx_ir.DataType attribute) UNDEFINED (onnx_ir.AttributeType attribute) (onnx_ir.DataType attribute)

unload_from_model() (in module onnx_ir.external_data) update() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) used_opsets (onnx_ir.tape.Tape property) uses() (onnx_ir.Value method)

V

valid() (onnx_ir.ExternalTensor method) Value (class in onnx_ir) value (onnx_ir.Attr property) (onnx_ir.SymbolicDim property)

values() (onnx_ir._graph_containers.Attributes method) (onnx_ir._graph_containers.GraphInitializers method) (onnx_ir._metadata.MetadataStore method) version (onnx_ir.Node property)