Class ClipGradientNodeOp

• Defined in File node_operators_unary.h

Inheritance Relationships

Base Type

• public marian::UnaryNodeOp (Struct UnaryNodeOp)

Class Documentation

class ClipGradientNodeOp : public marian::UnaryNodeOp

Public Functions

ClipGradientNodeOp(Expr a, float clipValue)

~ClipGradientNodeOp()

void allocate()

void free()

void forward()

void backward()

void init_dependent()

Initialization for backward step of top node in computation graph.

Allocates memory and sets gradient to 1 (df/df == 1).

void set_zero_adjoint()

Initialization for backward step of any non-top node in computation graph.

Allocates memory and sets gradient to 0 for further accumulation of gradients from all parents.

Tensor &val()

Tensor &grad()

const std::string type()

const std::string color()

virtual size_t hash()

virtual bool equal(Expr node)