Enum tfrecord::protobuf::FullTypeId

#[repr(i32)]
pub enum FullTypeId {
    TftUnset,
    TftVar,
    TftAny,
    TftProduct,
    TftNamed,
    TftForEach,
    TftCallable,
    TftTensor,
    TftArray,
    TftOptional,
    TftLiteral,
    TftEncoded,
    TftShapeTensor,
    TftBool,
    TftUint8,
    TftUint16,
    TftUint32,
    TftUint64,
    TftInt8,
    TftInt16,
    TftInt32,
    TftInt64,
    TftHalf,
    TftFloat,
    TftDouble,
    TftBfloat16,
    TftComplex64,
    TftComplex128,
    TftString,
    TftDataset,
    TftRagged,
    TftIterator,
    TftMutexLock,
    TftLegacyVariant,
}

LINT.IfChange Experimental. Represents the complete type information of a TensorFlow value.

Variants

TftUnset

The default represents an uninitialized values.

TftVar

Type variables may serve as placeholder for any other type ID in type templates.

Examples: TFT_DATASET[TFT_VAR[“T”]] is a Dataset returning a type indicated by “T”. TFT_TENSOR[TFT_VAR[“T”]] is a Tensor of n element type indicated by “T”. TFT_TENSOR[TFT_VAR[“T”]], TFT_TENSOR[TFT_VAR[“T”]] are two tensors of identical element types. TFT_TENSOR[TFT_VAR[“P”]], TFT_TENSOR[TFT_VAR[“Q”]] are two tensors of independent element types.

TftAny

Wildcard type. Describes a parameter of unknown type. In TensorFlow, that can mean either a “Top” type (accepts any type), or a dynamically typed object whose type is unknown in context. Important: “unknown” does not necessarily mean undeterminable!

TftProduct

The algebraic product type. This is an algebraic type that may be used just for logical grouping. Not to confused with TFT_TUPLE which describes a concrete object of several elements.

Example: TFT_DATASET[TFT_PRODUCT[TFT_TENSOR[TFT_INT32], TFT_TENSOR[TFT_FLOAT64]]] is a Dataset producing two tensors, an integer one and a float one.

TftNamed

Represents a named field, with the name stored in the attribute.

Parametrization: TFT_NAMED[]{}

• is the type of the field
• is the field name, as string (thpugh can theoretically be an int as well)

Example: TFT_RECORD[ TFT_NAMED[TFT_TENSOR[TFT_INT32]]{‘foo’}, TFT_NAMED[TFT_TENSOR[TFT_FLOAT32]]{‘bar’}, ] is a structure with two fields, an int tensor “foo” and a float tensor “bar”.

TftForEach

Template definition. Expands the variables by repeating a template as arguments of container.

Parametrization: TFT_FOR_EACH[<container_type>,