Package onnx
package onnx
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ClassDescriptionAttributes A named attribute containing either singular float, integer, string, graph, and tensor values, or repeated float, integer, string, graph, and tensor values.Note: this enum is structurally identical to the OpSchema::AttrType enum defined in schema.h.Attributes A named attribute containing either singular float, integer, string, graph, and tensor values, or repeated float, integer, string, graph, and tensor values.A set of pre-defined constants to be used as values for the standard denotation field in TensorShapeProto.Dimension for semantic description of the tensor dimension.A set of pre-defined constants to be used as values for the standard denotation field in TensorShapeProto.Dimension for semantic description of the tensor dimension.Graphs A graph defines the computational logic of a model and is comprised of a parameterized list of nodes that form a directed acyclic graph based on their inputs and outputs.Graphs A graph defines the computational logic of a model and is comprised of a parameterized list of nodes that form a directed acyclic graph based on their inputs and outputs.Models ModelProto is a top-level file/container format for bundling a ML model and associating its computation graph with metadata.Models ModelProto is a top-level file/container format for bundling a ML model and associating its computation graph with metadata.Nodes Computation graphs are made up of a DAG of nodes, which represent what is commonly called a "layer" or "pipeline stage" in machine learning frameworks.Nodes Computation graphs are made up of a DAG of nodes, which represent what is commonly called a "layer" or "pipeline stage" in machine learning frameworks.Operator Sets OperatorSets are uniquely identified by a (domain, opset_version) pair.Operator Sets OperatorSets are uniquely identified by a (domain, opset_version) pair.StringStringEntryProto follows the pattern for cross-proto-version maps.StringStringEntryProto follows the pattern for cross-proto-version maps.Tensors A serialized tensor value.Tensors A serialized tensor value.Protobuf enum
onnx.TensorProto.DataTypeFor very large tensors, we may want to store them in chunks, in which case the following fields will specify the segment that is stored in the current TensorProto.For very large tensors, we may want to store them in chunks, in which case the following fields will specify the segment that is stored in the current TensorProto.Defines a tensor shape.Defines a tensor shape.Protobuf typeonnx.TensorShapeProto.DimensionProtobuf typeonnx.TensorShapeProto.DimensionTypes The standard ONNX data types.Types The standard ONNX data types.Protobuf typeonnx.TypeProto.TensorProtobuf typeonnx.TypeProto.TensorDefines information on value, including the name, the type, and the shape of the value.Defines information on value, including the name, the type, and the shape of the value.Versioning ONNX versioning is specified in docs/IR.md and elaborated on in docs/Versioning.md To be compatible with both proto2 and proto3, we will use a version number that is not defined by the default value but an explicit enum number.