TensorLens

onnx.onnx.TypeProto.Tensor.TensorLens
implicit class TensorLens[UpperPB](_l: Lens[UpperPB, Tensor]) extends ObjectLens[UpperPB, Tensor]

Attributes

Graph
Supertypes
class ObjectLens[UpperPB, Tensor]
trait Lens[UpperPB, Tensor]
trait Serializable
class Object
trait Matchable
class Any
Show all

Members list

Value members

Concrete methods

def elemType: Lens[UpperPB, Int]
def optionalElemType: Lens[UpperPB, Option[Int]]
def optionalShape: Lens[UpperPB, Option[TensorShapeProto]]
def shape: Lens[UpperPB, TensorShapeProto]

Inherited methods

def :=(a: Tensor): () => Container

alias to set

alias to set

Attributes

Inherited from:
Lens
def compose[B](other: Lens[Tensor, B]): Lens[Container, B]

Composes two lenses, this enables nesting.

Composes two lenses, this enables nesting.

If our field of type A has a sub-field of type B, then given a lens for it (other: Lens[A, B]) we can create a single lens from Container to B.

Attributes

Inherited from:
Lens
def field[A](getter: Tensor => A)(setter: (Tensor, A) => Tensor): Lens[U, A]

Creates a sub-lens

Creates a sub-lens

Attributes

Inherited from:
ObjectLens
def field[A](lens: Lens[Tensor, A]): Lens[U, A]

Creates a sub-lens

Creates a sub-lens

Attributes

Inherited from:
ObjectLens
override def get(u: UpperPB): Container

get knows how to extract some field of type A from a container

get knows how to extract some field of type A from a container

Attributes

Definition Classes
ObjectLens -> Lens
Inherited from:
ObjectLens
def modify(f: Tensor => Tensor): () => Container

Represent an update operator (like x.y += 1 )

Represent an update operator (like x.y += 1 )

Attributes

Inherited from:
Lens
override def set(c: Tensor): () => U

Represents an assignment operator.

Represents an assignment operator.

Given a value of type A, sets knows how to transform a container such that a is assigned to the field.

We must have get(set(a)(c)) == a

Attributes

Definition Classes
ObjectLens -> Lens
Inherited from:
ObjectLens
def setIfDefined(aOpt: Option[Tensor]): () => Container

Optional assignment.

Optional assignment.

Given a Some[A], assign the Some's value to the field. Given None, the container is unchanged.

Attributes

Inherited from:
Lens
def update(ms: Lens[Tensor, Tensor] => () => Tensor*): () => U

Attributes

Inherited from:
ObjectLens
def zip[B](other: Lens[UpperPB, B]): Lens[Container, (A, B)]

Given two lenses with the same origin, returns a new lens that can mutate both values represented by both lenses through a tuple.

Given two lenses with the same origin, returns a new lens that can mutate both values represented by both lenses through a tuple.

Attributes

Inherited from:
Lens