Tensor

Undocumented in source.

class Tensor (

T

size_t[] Shape

UseGradient hasGradient = UseGradient.yes

) {

alias ElementType = T;

enum staticShape;

alias shape = staticShape;

alias shape = runtimeShape;

alias Value = Slice!(T*, Shape.length);

static if(hasGradient)

static if(hasGradient)

bool requireGrad;

static if(hasGradient)

size_t usedCount;

static if(hasGradient)

size_t backwardCount;

static if(hasGradient)

void delegate(Value grads) backwardFn;

this(RoR data);

this(T[] data);

this(Value value);

this(Value value, void delegate(Value grad) gradFn);

this(Value value);

size_t[Shape.length] runtimeShape();

static if(hasGradient)

void resetGrads();

static if(hasGradient)

void backward(void delegate(ref Value grads) update);

static if(hasGradient)

void backward(U grads);

static if(hasGradient)

void backward();

Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs);

Tensor!(T, Shape, hasGradient) opBinary(T rhs);

Tensor!(T, Shape, hasGradient) opBinaryRight(T lhs);

Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs);

Tensor!(T, Shape, hasGradient) opBinary(T rhs);

Tensor!(T, Shape, hasGradient) opBinaryRight(T rhs);

Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs);

Tensor!(T, Shape, hasGradient) opBinary(T rhs);

Tensor!(T, Shape, hasGradient) opBinaryRight(T lhs);

Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs);

Tensor!(T, Shape, hasGradient) opUnary();

import std.format : format;;

}

Constructors

this this(T init): Undocumented in source.
this this(RoR data): Undocumented in source.
this this(T[] data): Undocumented in source.
this this(Value value): Undocumented in source.
this this(Value value, void delegate(Value grad) gradFn): Undocumented in source.
this this(Value value): Undocumented in source.

Members

Aliases

ElementType alias ElementType = T: Undocumented in source.
Value alias Value = Slice!(T*, Shape.length): Undocumented in source.
shape alias shape = staticShape: Undocumented in source.
shape alias shape = runtimeShape: Undocumented in source.

Functions

backward void backward(void delegate(ref Value grads) update): Undocumented in source. Be warned that the author may not have intended to support it.
backward void backward(U grads): Undocumented in source. Be warned that the author may not have intended to support it.
backward void backward(): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, hasGradient) opBinary(T rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, hasGradient) opBinary(T rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, hasGradient) opBinary(T rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinary Tensor!(T, Shape, commonGradientType!(typeof(this), RTensor)) opBinary(RTensor rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinaryRight Tensor!(T, Shape, hasGradient) opBinaryRight(T lhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinaryRight Tensor!(T, Shape, hasGradient) opBinaryRight(T rhs): Undocumented in source. Be warned that the author may not have intended to support it.
opBinaryRight Tensor!(T, Shape, hasGradient) opBinaryRight(T lhs): Undocumented in source. Be warned that the author may not have intended to support it.
opUnary Tensor!(T, Shape, hasGradient) opUnary(): Undocumented in source. Be warned that the author may not have intended to support it.
resetGrads void resetGrads(): Undocumented in source. Be warned that the author may not have intended to support it.
runtimeShape size_t[Shape.length] runtimeShape(): Undocumented in source. Be warned that the author may not have intended to support it.

Manifest constants

staticShape enum staticShape;: Undocumented in source.

Variables

backwardCount size_t backwardCount;: Undocumented in source.
backwardFn void delegate(Value grads) backwardFn;: Undocumented in source.
grads Value grads;: Undocumented in source.
requireGrad bool requireGrad;: Undocumented in source.
usedCount size_t usedCount;: Undocumented in source.
value Value value;: Undocumented in source.

Meta

Source

See Implementation

golem tensor aliases

UseGradient

classes

Tensor

enums

functions

templates