diff --git a/Research/kubeflow-on-azure-stack-lab/04-KFServing/assets/onnx_ml_pb2.py b/Research/kubeflow-on-azure-stack-lab/04-KFServing/assets/onnx_ml_pb2.py new file mode 100644 index 000000000..b7d159254 --- /dev/null +++ b/Research/kubeflow-on-azure-stack-lab/04-KFServing/assets/onnx_ml_pb2.py @@ -0,0 +1,1581 @@ +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: onnx-ml.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf.internal import enum_type_wrapper +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='onnx-ml.proto', + package='onnx', + syntax='proto3', + serialized_options=None, + serialized_pb=_b('\n\ronnx-ml.proto\x12\x04onnx\"\xe0\x03\n\x0e\x41ttributeProto\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x15\n\rref_attr_name\x18\x15 \x01(\t\x12\x12\n\ndoc_string\x18\r \x01(\t\x12\x30\n\x04type\x18\x14 \x01(\x0e\x32\".onnx.AttributeProto.AttributeType\x12\t\n\x01\x66\x18\x02 \x01(\x02\x12\t\n\x01i\x18\x03 \x01(\x03\x12\t\n\x01s\x18\x04 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_descriptor.EnumValueDescriptor( + name='EXPERIMENTAL', index=0, number=0, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='STABLE', index=1, number=1, + serialized_options=None, + type=None), + ], + containing_type=None, + serialized_options=None, + serialized_start=3352, + serialized_end=3398, +) +_sym_db.RegisterEnumDescriptor(_OPERATORSTATUS) + +OperatorStatus = enum_type_wrapper.EnumTypeWrapper(_OPERATORSTATUS) +_START_VERSION = 0 +IR_VERSION_2017_10_10 = 1 +IR_VERSION_2017_10_30 = 2 +IR_VERSION_2017_11_3 = 3 +IR_VERSION_2019_1_22 = 4 +IR_VERSION = 5 +EXPERIMENTAL = 0 +STABLE = 1 + + +_ATTRIBUTEPROTO_ATTRIBUTETYPE = _descriptor.EnumDescriptor( + name='AttributeType', + full_name='onnx.AttributeProto.AttributeType', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='UNDEFINED', index=0, number=0, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FLOAT', index=1, number=1, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INT', index=2, number=2, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='STRING', index=3, number=3, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='TENSOR', index=4, number=4, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='GRAPH', index=5, number=5, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FLOATS', index=6, number=6, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INTS', index=7, number=7, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='STRINGS', index=8, number=8, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='TENSORS', index=9, number=9, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='GRAPHS', index=10, number=10, + serialized_options=None, + type=None), + ], + containing_type=None, + serialized_options=None, + serialized_start=359, + serialized_end=504, +) +_sym_db.RegisterEnumDescriptor(_ATTRIBUTEPROTO_ATTRIBUTETYPE) + +_TENSORPROTO_DATATYPE = _descriptor.EnumDescriptor( + name='DataType', + full_name='onnx.TensorProto.DataType', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='UNDEFINED', index=0, number=0, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FLOAT', index=1, number=1, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='UINT8', index=2, number=2, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INT8', index=3, number=3, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='UINT16', index=4, number=4, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INT16', index=5, number=5, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INT32', index=6, number=6, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='INT64', index=7, number=7, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='STRING', index=8, number=8, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='BOOL', index=9, number=9, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FLOAT16', index=10, number=10, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='DOUBLE', index=11, number=11, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='UINT32', index=12, number=12, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='UINT64', index=13, number=13, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='COMPLEX64', index=14, number=14, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='COMPLEX128', index=15, number=15, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='BFLOAT16', index=16, number=16, + serialized_options=None, + type=None), + ], + containing_type=None, + serialized_options=None, + serialized_start=1953, + serialized_end=2171, +) +_sym_db.RegisterEnumDescriptor(_TENSORPROTO_DATATYPE) + +_TENSORPROTO_DATALOCATION = _descriptor.EnumDescriptor( + name='DataLocation', + full_name='onnx.TensorProto.DataLocation', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='DEFAULT', index=0, number=0, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='EXTERNAL', index=1, number=1, + serialized_options=None, + type=None), + ], + containing_type=None, + serialized_options=None, + serialized_start=2173, + serialized_end=2214, +) +_sym_db.RegisterEnumDescriptor(_TENSORPROTO_DATALOCATION) + + +_ATTRIBUTEPROTO = _descriptor.Descriptor( + name='AttributeProto', + full_name='onnx.AttributeProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='onnx.AttributeProto.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='ref_attr_name', full_name='onnx.AttributeProto.ref_attr_name', index=1, + number=21, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.AttributeProto.doc_string', index=2, + number=13, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='type', full_name='onnx.AttributeProto.type', index=3, + number=20, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='f', full_name='onnx.AttributeProto.f', index=4, + number=2, type=2, cpp_type=6, label=1, + has_default_value=False, default_value=float(0), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='i', full_name='onnx.AttributeProto.i', index=5, + number=3, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='s', full_name='onnx.AttributeProto.s', index=6, + number=4, type=12, cpp_type=9, label=1, + has_default_value=False, default_value=_b(""), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='t', full_name='onnx.AttributeProto.t', index=7, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='g', full_name='onnx.AttributeProto.g', index=8, + number=6, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='floats', full_name='onnx.AttributeProto.floats', index=9, + number=7, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='ints', full_name='onnx.AttributeProto.ints', index=10, + number=8, type=3, cpp_type=2, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='strings', full_name='onnx.AttributeProto.strings', index=11, + number=9, type=12, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='tensors', full_name='onnx.AttributeProto.tensors', index=12, + number=10, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='graphs', full_name='onnx.AttributeProto.graphs', index=13, + number=11, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + _ATTRIBUTEPROTO_ATTRIBUTETYPE, + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=24, + serialized_end=504, +) + + +_VALUEINFOPROTO = _descriptor.Descriptor( + name='ValueInfoProto', + full_name='onnx.ValueInfoProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='onnx.ValueInfoProto.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='type', full_name='onnx.ValueInfoProto.type', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.ValueInfoProto.doc_string', index=2, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=506, + serialized_end=587, +) + + +_NODEPROTO = _descriptor.Descriptor( + name='NodeProto', + full_name='onnx.NodeProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='input', full_name='onnx.NodeProto.input', index=0, + number=1, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output', full_name='onnx.NodeProto.output', index=1, + number=2, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='name', full_name='onnx.NodeProto.name', index=2, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='op_type', full_name='onnx.NodeProto.op_type', index=3, + number=4, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='domain', full_name='onnx.NodeProto.domain', index=4, + number=7, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='attribute', full_name='onnx.NodeProto.attribute', index=5, + number=5, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.NodeProto.doc_string', index=6, + number=6, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=590, + serialized_end=740, +) + + +_MODELPROTO = _descriptor.Descriptor( + name='ModelProto', + full_name='onnx.ModelProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='ir_version', full_name='onnx.ModelProto.ir_version', index=0, + number=1, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='opset_import', full_name='onnx.ModelProto.opset_import', index=1, + number=8, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='producer_name', full_name='onnx.ModelProto.producer_name', index=2, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='producer_version', full_name='onnx.ModelProto.producer_version', index=3, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='domain', full_name='onnx.ModelProto.domain', index=4, + number=4, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='model_version', full_name='onnx.ModelProto.model_version', index=5, + number=5, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.ModelProto.doc_string', index=6, + number=6, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='graph', full_name='onnx.ModelProto.graph', index=7, + number=7, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='functions', full_name='onnx.ModelProto.functions', index=8, + number=100, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='metadata_props', full_name='onnx.ModelProto.metadata_props', index=9, + number=14, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=743, + serialized_end=1058, +) + + +_STRINGSTRINGENTRYPROTO = _descriptor.Descriptor( + name='StringStringEntryProto', + full_name='onnx.StringStringEntryProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='key', full_name='onnx.StringStringEntryProto.key', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='value', full_name='onnx.StringStringEntryProto.value', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1060, + serialized_end=1112, +) + + +_TENSORANNOTATION = _descriptor.Descriptor( + name='TensorAnnotation', + full_name='onnx.TensorAnnotation', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='tensor_name', full_name='onnx.TensorAnnotation.tensor_name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='quant_parameter_tensor_names', full_name='onnx.TensorAnnotation.quant_parameter_tensor_names', index=1, + number=2, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1114, + serialized_end=1221, +) + + +_GRAPHPROTO = _descriptor.Descriptor( + name='GraphProto', + full_name='onnx.GraphProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='node', full_name='onnx.GraphProto.node', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='name', full_name='onnx.GraphProto.name', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='initializer', full_name='onnx.GraphProto.initializer', index=2, + number=5, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.GraphProto.doc_string', index=3, + number=10, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input', full_name='onnx.GraphProto.input', index=4, + number=11, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output', full_name='onnx.GraphProto.output', index=5, + number=12, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='value_info', full_name='onnx.GraphProto.value_info', index=6, + number=13, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='quantization_annotation', full_name='onnx.GraphProto.quantization_annotation', index=7, + number=14, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1224, + serialized_end=1515, +) + + +_TENSORPROTO_SEGMENT = _descriptor.Descriptor( + name='Segment', + full_name='onnx.TensorProto.Segment', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='begin', full_name='onnx.TensorProto.Segment.begin', index=0, + number=1, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='end', full_name='onnx.TensorProto.Segment.end', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1913, + serialized_end=1950, +) + +_TENSORPROTO = _descriptor.Descriptor( + name='TensorProto', + full_name='onnx.TensorProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='dims', full_name='onnx.TensorProto.dims', index=0, + number=1, type=3, cpp_type=2, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='data_type', full_name='onnx.TensorProto.data_type', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='segment', full_name='onnx.TensorProto.segment', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='float_data', full_name='onnx.TensorProto.float_data', index=3, + number=4, type=2, cpp_type=6, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=_b('\020\001'), file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='int32_data', full_name='onnx.TensorProto.int32_data', index=4, + number=5, type=5, cpp_type=1, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=_b('\020\001'), file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='string_data', full_name='onnx.TensorProto.string_data', index=5, + number=6, type=12, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='int64_data', full_name='onnx.TensorProto.int64_data', index=6, + number=7, type=3, cpp_type=2, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=_b('\020\001'), file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='name', full_name='onnx.TensorProto.name', index=7, + number=8, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.TensorProto.doc_string', index=8, + number=12, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='raw_data', full_name='onnx.TensorProto.raw_data', index=9, + number=9, type=12, cpp_type=9, label=1, + has_default_value=False, default_value=_b(""), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='external_data', full_name='onnx.TensorProto.external_data', index=10, + number=13, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='data_location', full_name='onnx.TensorProto.data_location', index=11, + number=14, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='double_data', full_name='onnx.TensorProto.double_data', index=12, + number=10, type=1, cpp_type=5, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=_b('\020\001'), file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='uint64_data', full_name='onnx.TensorProto.uint64_data', index=13, + number=11, type=4, cpp_type=4, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=_b('\020\001'), file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[_TENSORPROTO_SEGMENT, ], + enum_types=[ + _TENSORPROTO_DATATYPE, + _TENSORPROTO_DATALOCATION, + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1518, + serialized_end=2214, +) + + +_TENSORSHAPEPROTO_DIMENSION = _descriptor.Descriptor( + name='Dimension', + full_name='onnx.TensorShapeProto.Dimension', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='dim_value', full_name='onnx.TensorShapeProto.Dimension.dim_value', index=0, + number=1, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='dim_param', full_name='onnx.TensorShapeProto.Dimension.dim_param', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='denotation', full_name='onnx.TensorShapeProto.Dimension.denotation', index=2, + number=3, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + _descriptor.OneofDescriptor( + name='value', full_name='onnx.TensorShapeProto.Dimension.value', + index=0, containing_type=None, fields=[]), + ], + serialized_start=2284, + serialized_end=2366, +) + +_TENSORSHAPEPROTO = _descriptor.Descriptor( + name='TensorShapeProto', + full_name='onnx.TensorShapeProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='dim', full_name='onnx.TensorShapeProto.dim', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[_TENSORSHAPEPROTO_DIMENSION, ], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2217, + serialized_end=2366, +) + + +_TYPEPROTO_TENSOR = _descriptor.Descriptor( + name='Tensor', + full_name='onnx.TypeProto.Tensor', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='elem_type', full_name='onnx.TypeProto.Tensor.elem_type', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='shape', full_name='onnx.TypeProto.Tensor.shape', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2648, + serialized_end=2714, +) + +_TYPEPROTO_SEQUENCE = _descriptor.Descriptor( + name='Sequence', + full_name='onnx.TypeProto.Sequence', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='elem_type', full_name='onnx.TypeProto.Sequence.elem_type', index=0, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2716, + serialized_end=2762, +) + +_TYPEPROTO_MAP = _descriptor.Descriptor( + name='Map', + full_name='onnx.TypeProto.Map', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='key_type', full_name='onnx.TypeProto.Map.key_type', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='value_type', full_name='onnx.TypeProto.Map.value_type', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2764, + serialized_end=2824, +) + +_TYPEPROTO_OPAQUE = _descriptor.Descriptor( + name='Opaque', + full_name='onnx.TypeProto.Opaque', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='domain', full_name='onnx.TypeProto.Opaque.domain', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='name', full_name='onnx.TypeProto.Opaque.name', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2826, + serialized_end=2864, +) + +_TYPEPROTO_SPARSETENSOR = _descriptor.Descriptor( + name='SparseTensor', + full_name='onnx.TypeProto.SparseTensor', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='elem_type', full_name='onnx.TypeProto.SparseTensor.elem_type', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='shape', full_name='onnx.TypeProto.SparseTensor.shape', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2866, + serialized_end=2938, +) + +_TYPEPROTO = _descriptor.Descriptor( + name='TypeProto', + full_name='onnx.TypeProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='tensor_type', full_name='onnx.TypeProto.tensor_type', index=0, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='sequence_type', full_name='onnx.TypeProto.sequence_type', index=1, + number=4, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='map_type', full_name='onnx.TypeProto.map_type', index=2, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='opaque_type', full_name='onnx.TypeProto.opaque_type', index=3, + number=7, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='sparse_tensor_type', full_name='onnx.TypeProto.sparse_tensor_type', index=4, + number=8, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='denotation', full_name='onnx.TypeProto.denotation', index=5, + number=6, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[_TYPEPROTO_TENSOR, _TYPEPROTO_SEQUENCE, _TYPEPROTO_MAP, _TYPEPROTO_OPAQUE, _TYPEPROTO_SPARSETENSOR, ], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + _descriptor.OneofDescriptor( + name='value', full_name='onnx.TypeProto.value', + index=0, containing_type=None, fields=[]), + ], + serialized_start=2369, + serialized_end=2947, +) + + +_OPERATORSETIDPROTO = _descriptor.Descriptor( + name='OperatorSetIdProto', + full_name='onnx.OperatorSetIdProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='domain', full_name='onnx.OperatorSetIdProto.domain', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='version', full_name='onnx.OperatorSetIdProto.version', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=2949, + serialized_end=3002, +) + + +_FUNCTIONPROTO = _descriptor.Descriptor( + name='FunctionProto', + full_name='onnx.FunctionProto', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='onnx.FunctionProto.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='since_version', full_name='onnx.FunctionProto.since_version', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='status', full_name='onnx.FunctionProto.status', index=2, + number=3, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input', full_name='onnx.FunctionProto.input', index=3, + number=4, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output', full_name='onnx.FunctionProto.output', index=4, + number=5, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='attribute', full_name='onnx.FunctionProto.attribute', index=5, + number=6, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='node', full_name='onnx.FunctionProto.node', index=6, + number=7, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='doc_string', full_name='onnx.FunctionProto.doc_string', index=7, + number=8, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=3005, + serialized_end=3196, +) + +_ATTRIBUTEPROTO.fields_by_name['type'].enum_type = _ATTRIBUTEPROTO_ATTRIBUTETYPE +_ATTRIBUTEPROTO.fields_by_name['t'].message_type = _TENSORPROTO +_ATTRIBUTEPROTO.fields_by_name['g'].message_type = _GRAPHPROTO +_ATTRIBUTEPROTO.fields_by_name['tensors'].message_type = _TENSORPROTO +_ATTRIBUTEPROTO.fields_by_name['graphs'].message_type = _GRAPHPROTO +_ATTRIBUTEPROTO_ATTRIBUTETYPE.containing_type = _ATTRIBUTEPROTO +_VALUEINFOPROTO.fields_by_name['type'].message_type = _TYPEPROTO +_NODEPROTO.fields_by_name['attribute'].message_type = _ATTRIBUTEPROTO +_MODELPROTO.fields_by_name['opset_import'].message_type = _OPERATORSETIDPROTO +_MODELPROTO.fields_by_name['graph'].message_type = _GRAPHPROTO +_MODELPROTO.fields_by_name['functions'].message_type = _FUNCTIONPROTO +_MODELPROTO.fields_by_name['metadata_props'].message_type = _STRINGSTRINGENTRYPROTO +_TENSORANNOTATION.fields_by_name['quant_parameter_tensor_names'].message_type = _STRINGSTRINGENTRYPROTO +_GRAPHPROTO.fields_by_name['node'].message_type = _NODEPROTO +_GRAPHPROTO.fields_by_name['initializer'].message_type = _TENSORPROTO +_GRAPHPROTO.fields_by_name['input'].message_type = _VALUEINFOPROTO +_GRAPHPROTO.fields_by_name['output'].message_type = _VALUEINFOPROTO +_GRAPHPROTO.fields_by_name['value_info'].message_type = _VALUEINFOPROTO +_GRAPHPROTO.fields_by_name['quantization_annotation'].message_type = _TENSORANNOTATION +_TENSORPROTO_SEGMENT.containing_type = _TENSORPROTO +_TENSORPROTO.fields_by_name['segment'].message_type = _TENSORPROTO_SEGMENT +_TENSORPROTO.fields_by_name['external_data'].message_type = _STRINGSTRINGENTRYPROTO +_TENSORPROTO.fields_by_name['data_location'].enum_type = _TENSORPROTO_DATALOCATION +_TENSORPROTO_DATATYPE.containing_type = _TENSORPROTO +_TENSORPROTO_DATALOCATION.containing_type = _TENSORPROTO +_TENSORSHAPEPROTO_DIMENSION.containing_type = _TENSORSHAPEPROTO +_TENSORSHAPEPROTO_DIMENSION.oneofs_by_name['value'].fields.append( + _TENSORSHAPEPROTO_DIMENSION.fields_by_name['dim_value']) +_TENSORSHAPEPROTO_DIMENSION.fields_by_name['dim_value'].containing_oneof = _TENSORSHAPEPROTO_DIMENSION.oneofs_by_name['value'] +_TENSORSHAPEPROTO_DIMENSION.oneofs_by_name['value'].fields.append( + _TENSORSHAPEPROTO_DIMENSION.fields_by_name['dim_param']) +_TENSORSHAPEPROTO_DIMENSION.fields_by_name['dim_param'].containing_oneof = _TENSORSHAPEPROTO_DIMENSION.oneofs_by_name['value'] +_TENSORSHAPEPROTO.fields_by_name['dim'].message_type = _TENSORSHAPEPROTO_DIMENSION +_TYPEPROTO_TENSOR.fields_by_name['shape'].message_type = _TENSORSHAPEPROTO +_TYPEPROTO_TENSOR.containing_type = _TYPEPROTO +_TYPEPROTO_SEQUENCE.fields_by_name['elem_type'].message_type = _TYPEPROTO +_TYPEPROTO_SEQUENCE.containing_type = _TYPEPROTO +_TYPEPROTO_MAP.fields_by_name['value_type'].message_type = _TYPEPROTO +_TYPEPROTO_MAP.containing_type = _TYPEPROTO +_TYPEPROTO_OPAQUE.containing_type = _TYPEPROTO +_TYPEPROTO_SPARSETENSOR.fields_by_name['shape'].message_type = _TENSORSHAPEPROTO +_TYPEPROTO_SPARSETENSOR.containing_type = _TYPEPROTO +_TYPEPROTO.fields_by_name['tensor_type'].message_type = _TYPEPROTO_TENSOR +_TYPEPROTO.fields_by_name['sequence_type'].message_type = _TYPEPROTO_SEQUENCE +_TYPEPROTO.fields_by_name['map_type'].message_type = _TYPEPROTO_MAP +_TYPEPROTO.fields_by_name['opaque_type'].message_type = _TYPEPROTO_OPAQUE +_TYPEPROTO.fields_by_name['sparse_tensor_type'].message_type = _TYPEPROTO_SPARSETENSOR +_TYPEPROTO.oneofs_by_name['value'].fields.append( + _TYPEPROTO.fields_by_name['tensor_type']) +_TYPEPROTO.fields_by_name['tensor_type'].containing_oneof = _TYPEPROTO.oneofs_by_name['value'] +_TYPEPROTO.oneofs_by_name['value'].fields.append( + _TYPEPROTO.fields_by_name['sequence_type']) +_TYPEPROTO.fields_by_name['sequence_type'].containing_oneof = _TYPEPROTO.oneofs_by_name['value'] +_TYPEPROTO.oneofs_by_name['value'].fields.append( + _TYPEPROTO.fields_by_name['map_type']) +_TYPEPROTO.fields_by_name['map_type'].containing_oneof = _TYPEPROTO.oneofs_by_name['value'] +_TYPEPROTO.oneofs_by_name['value'].fields.append( + _TYPEPROTO.fields_by_name['opaque_type']) +_TYPEPROTO.fields_by_name['opaque_type'].containing_oneof = _TYPEPROTO.oneofs_by_name['value'] +_TYPEPROTO.oneofs_by_name['value'].fields.append( + _TYPEPROTO.fields_by_name['sparse_tensor_type']) +_TYPEPROTO.fields_by_name['sparse_tensor_type'].containing_oneof = _TYPEPROTO.oneofs_by_name['value'] +_FUNCTIONPROTO.fields_by_name['status'].enum_type = _OPERATORSTATUS +_FUNCTIONPROTO.fields_by_name['node'].message_type = _NODEPROTO +DESCRIPTOR.message_types_by_name['AttributeProto'] = _ATTRIBUTEPROTO +DESCRIPTOR.message_types_by_name['ValueInfoProto'] = _VALUEINFOPROTO +DESCRIPTOR.message_types_by_name['NodeProto'] = _NODEPROTO +DESCRIPTOR.message_types_by_name['ModelProto'] = _MODELPROTO +DESCRIPTOR.message_types_by_name['StringStringEntryProto'] = _STRINGSTRINGENTRYPROTO +DESCRIPTOR.message_types_by_name['TensorAnnotation'] = _TENSORANNOTATION +DESCRIPTOR.message_types_by_name['GraphProto'] = _GRAPHPROTO +DESCRIPTOR.message_types_by_name['TensorProto'] = _TENSORPROTO +DESCRIPTOR.message_types_by_name['TensorShapeProto'] = _TENSORSHAPEPROTO +DESCRIPTOR.message_types_by_name['TypeProto'] = _TYPEPROTO +DESCRIPTOR.message_types_by_name['OperatorSetIdProto'] = _OPERATORSETIDPROTO +DESCRIPTOR.message_types_by_name['FunctionProto'] = _FUNCTIONPROTO +DESCRIPTOR.enum_types_by_name['Version'] = _VERSION +DESCRIPTOR.enum_types_by_name['OperatorStatus'] = _OPERATORSTATUS +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +AttributeProto = _reflection.GeneratedProtocolMessageType('AttributeProto', (_message.Message,), dict( + DESCRIPTOR = _ATTRIBUTEPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.AttributeProto) + )) +_sym_db.RegisterMessage(AttributeProto) + +ValueInfoProto = _reflection.GeneratedProtocolMessageType('ValueInfoProto', (_message.Message,), dict( + DESCRIPTOR = _VALUEINFOPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.ValueInfoProto) + )) +_sym_db.RegisterMessage(ValueInfoProto) + +NodeProto = _reflection.GeneratedProtocolMessageType('NodeProto', (_message.Message,), dict( + DESCRIPTOR = _NODEPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.NodeProto) + )) +_sym_db.RegisterMessage(NodeProto) + +ModelProto = _reflection.GeneratedProtocolMessageType('ModelProto', (_message.Message,), dict( + DESCRIPTOR = _MODELPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.ModelProto) + )) +_sym_db.RegisterMessage(ModelProto) + +StringStringEntryProto = _reflection.GeneratedProtocolMessageType('StringStringEntryProto', (_message.Message,), dict( + DESCRIPTOR = _STRINGSTRINGENTRYPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.StringStringEntryProto) + )) +_sym_db.RegisterMessage(StringStringEntryProto) + +TensorAnnotation = _reflection.GeneratedProtocolMessageType('TensorAnnotation', (_message.Message,), dict( + DESCRIPTOR = _TENSORANNOTATION, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TensorAnnotation) + )) +_sym_db.RegisterMessage(TensorAnnotation) + +GraphProto = _reflection.GeneratedProtocolMessageType('GraphProto', (_message.Message,), dict( + DESCRIPTOR = _GRAPHPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.GraphProto) + )) +_sym_db.RegisterMessage(GraphProto) + +TensorProto = _reflection.GeneratedProtocolMessageType('TensorProto', (_message.Message,), dict( + + Segment = _reflection.GeneratedProtocolMessageType('Segment', (_message.Message,), dict( + DESCRIPTOR = _TENSORPROTO_SEGMENT, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TensorProto.Segment) + )) + , + DESCRIPTOR = _TENSORPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TensorProto) + )) +_sym_db.RegisterMessage(TensorProto) +_sym_db.RegisterMessage(TensorProto.Segment) + +TensorShapeProto = _reflection.GeneratedProtocolMessageType('TensorShapeProto', (_message.Message,), dict( + + Dimension = _reflection.GeneratedProtocolMessageType('Dimension', (_message.Message,), dict( + DESCRIPTOR = _TENSORSHAPEPROTO_DIMENSION, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TensorShapeProto.Dimension) + )) + , + DESCRIPTOR = _TENSORSHAPEPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TensorShapeProto) + )) +_sym_db.RegisterMessage(TensorShapeProto) +_sym_db.RegisterMessage(TensorShapeProto.Dimension) + +TypeProto = _reflection.GeneratedProtocolMessageType('TypeProto', (_message.Message,), dict( + + Tensor = _reflection.GeneratedProtocolMessageType('Tensor', (_message.Message,), dict( + DESCRIPTOR = _TYPEPROTO_TENSOR, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TypeProto.Tensor) + )) + , + + Sequence = _reflection.GeneratedProtocolMessageType('Sequence', (_message.Message,), dict( + DESCRIPTOR = _TYPEPROTO_SEQUENCE, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TypeProto.Sequence) + )) + , + + Map = _reflection.GeneratedProtocolMessageType('Map', (_message.Message,), dict( + DESCRIPTOR = _TYPEPROTO_MAP, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TypeProto.Map) + )) + , + + Opaque = _reflection.GeneratedProtocolMessageType('Opaque', (_message.Message,), dict( + DESCRIPTOR = _TYPEPROTO_OPAQUE, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TypeProto.Opaque) + )) + , + + SparseTensor = _reflection.GeneratedProtocolMessageType('SparseTensor', (_message.Message,), dict( + DESCRIPTOR = _TYPEPROTO_SPARSETENSOR, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TypeProto.SparseTensor) + )) + , + DESCRIPTOR = _TYPEPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.TypeProto) + )) +_sym_db.RegisterMessage(TypeProto) +_sym_db.RegisterMessage(TypeProto.Tensor) +_sym_db.RegisterMessage(TypeProto.Sequence) +_sym_db.RegisterMessage(TypeProto.Map) +_sym_db.RegisterMessage(TypeProto.Opaque) +_sym_db.RegisterMessage(TypeProto.SparseTensor) + +OperatorSetIdProto = _reflection.GeneratedProtocolMessageType('OperatorSetIdProto', (_message.Message,), dict( + DESCRIPTOR = _OPERATORSETIDPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.OperatorSetIdProto) + )) +_sym_db.RegisterMessage(OperatorSetIdProto) + +FunctionProto = _reflection.GeneratedProtocolMessageType('FunctionProto', (_message.Message,), dict( + DESCRIPTOR = _FUNCTIONPROTO, + __module__ = 'onnx_ml_pb2' + # @@protoc_insertion_point(class_scope:onnx.FunctionProto) + )) +_sym_db.RegisterMessage(FunctionProto) + + +_TENSORPROTO.fields_by_name['float_data']._options = None +_TENSORPROTO.fields_by_name['int32_data']._options = None +_TENSORPROTO.fields_by_name['int64_data']._options = None +_TENSORPROTO.fields_by_name['double_data']._options = None +_TENSORPROTO.fields_by_name['uint64_data']._options = None +# @@protoc_insertion_point(module_scope) diff --git a/Research/kubeflow-on-azure-stack-lab/04-KFServing/assets/predict_pb2.py b/Research/kubeflow-on-azure-stack-lab/04-KFServing/assets/predict_pb2.py new file mode 100644 index 000000000..c71c138ac --- /dev/null +++ b/Research/kubeflow-on-azure-stack-lab/04-KFServing/assets/predict_pb2.py @@ -0,0 +1,215 @@ +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: predict.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +import assets.onnx_ml_pb2 as onnx__ml__pb2 + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='predict.proto', + package='onnxruntime.server', + syntax='proto3', + serialized_options=None, + serialized_pb=_b('\n\rpredict.proto\x12\x12onnxruntime.server\x1a\ronnx-ml.proto\"\xaf\x01\n\x0ePredictRequest\x12>\n\x06inputs\x18\x02 \x03(\x0b\x32..onnxruntime.server.PredictRequest.InputsEntry\x12\x15\n\routput_filter\x18\x03 \x03(\t\x1a@\n\x0bInputsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12 \n\x05value\x18\x02 \x01(\x0b\x32\x11.onnx.TensorProto:\x02\x38\x01J\x04\x08\x01\x10\x02\"\x97\x01\n\x0fPredictResponse\x12\x41\n\x07outputs\x18\x01 \x03(\x0b\x32\x30.onnxruntime.server.PredictResponse.OutputsEntry\x1a\x41\n\x0cOutputsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12 \n\x05value\x18\x02 \x01(\x0b\x32\x11.onnx.TensorProto:\x02\x38\x01\x62\x06proto3') + , + dependencies=[onnx__ml__pb2.DESCRIPTOR,]) + + + + +_PREDICTREQUEST_INPUTSENTRY = _descriptor.Descriptor( + name='InputsEntry', + full_name='onnxruntime.server.PredictRequest.InputsEntry', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='key', full_name='onnxruntime.server.PredictRequest.InputsEntry.key', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='value', full_name='onnxruntime.server.PredictRequest.InputsEntry.value', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=_b('8\001'), + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=158, + serialized_end=222, +) + +_PREDICTREQUEST = _descriptor.Descriptor( + name='PredictRequest', + full_name='onnxruntime.server.PredictRequest', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='inputs', full_name='onnxruntime.server.PredictRequest.inputs', index=0, + number=2, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output_filter', full_name='onnxruntime.server.PredictRequest.output_filter', index=1, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[_PREDICTREQUEST_INPUTSENTRY, ], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=53, + serialized_end=228, +) + + +_PREDICTRESPONSE_OUTPUTSENTRY = _descriptor.Descriptor( + name='OutputsEntry', + full_name='onnxruntime.server.PredictResponse.OutputsEntry', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='key', full_name='onnxruntime.server.PredictResponse.OutputsEntry.key', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='value', full_name='onnxruntime.server.PredictResponse.OutputsEntry.value', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=_b('8\001'), + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=317, + serialized_end=382, +) + +_PREDICTRESPONSE = _descriptor.Descriptor( + name='PredictResponse', + full_name='onnxruntime.server.PredictResponse', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='outputs', full_name='onnxruntime.server.PredictResponse.outputs', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[_PREDICTRESPONSE_OUTPUTSENTRY, ], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto3', + extension_ranges=[], + oneofs=[ + ], + serialized_start=231, + serialized_end=382, +) + +_PREDICTREQUEST_INPUTSENTRY.fields_by_name['value'].message_type = onnx__ml__pb2._TENSORPROTO +_PREDICTREQUEST_INPUTSENTRY.containing_type = _PREDICTREQUEST +_PREDICTREQUEST.fields_by_name['inputs'].message_type = _PREDICTREQUEST_INPUTSENTRY +_PREDICTRESPONSE_OUTPUTSENTRY.fields_by_name['value'].message_type = onnx__ml__pb2._TENSORPROTO +_PREDICTRESPONSE_OUTPUTSENTRY.containing_type = _PREDICTRESPONSE +_PREDICTRESPONSE.fields_by_name['outputs'].message_type = _PREDICTRESPONSE_OUTPUTSENTRY +DESCRIPTOR.message_types_by_name['PredictRequest'] = _PREDICTREQUEST +DESCRIPTOR.message_types_by_name['PredictResponse'] = _PREDICTRESPONSE +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +PredictRequest = _reflection.GeneratedProtocolMessageType('PredictRequest', (_message.Message,), dict( + + InputsEntry = _reflection.GeneratedProtocolMessageType('InputsEntry', (_message.Message,), dict( + DESCRIPTOR = _PREDICTREQUEST_INPUTSENTRY, + __module__ = 'predict_pb2' + # @@protoc_insertion_point(class_scope:onnxruntime.server.PredictRequest.InputsEntry) + )) + , + DESCRIPTOR = _PREDICTREQUEST, + __module__ = 'predict_pb2' + # @@protoc_insertion_point(class_scope:onnxruntime.server.PredictRequest) + )) +_sym_db.RegisterMessage(PredictRequest) +_sym_db.RegisterMessage(PredictRequest.InputsEntry) + +PredictResponse = _reflection.GeneratedProtocolMessageType('PredictResponse', (_message.Message,), dict( + + OutputsEntry = _reflection.GeneratedProtocolMessageType('OutputsEntry', (_message.Message,), dict( + DESCRIPTOR = _PREDICTRESPONSE_OUTPUTSENTRY, + __module__ = 'predict_pb2' + # @@protoc_insertion_point(class_scope:onnxruntime.server.PredictResponse.OutputsEntry) + )) + , + DESCRIPTOR = _PREDICTRESPONSE, + __module__ = 'predict_pb2' + # @@protoc_insertion_point(class_scope:onnxruntime.server.PredictResponse) + )) +_sym_db.RegisterMessage(PredictResponse) +_sym_db.RegisterMessage(PredictResponse.OutputsEntry) + + +_PREDICTREQUEST_INPUTSENTRY._options = None +_PREDICTRESPONSE_OUTPUTSENTRY._options = None +# @@protoc_insertion_point(module_scope)