Struct Graph 

pub struct Graph {
    pub scalars: RefCell<Vec<Scalar>>,
}

Fields

scalars: RefCell<Vec<Scalar>>

Implementations

impl Graph

pub fn new() -> Self

pub fn scalar(&self, data: f32, requires_grad: bool) -> Value<'_>

pub fn get_value(&self, value: &Value<'_>) -> f32

pub fn get_op(&self, value: &Value<'_>) -> String

pub fn get_grad(&self, value: &Value<'_>) -> f32

Trait Implementations

impl Backward for Graph

fn add_backward(&self, lhs: usize, rhs: usize, grad: f32)

fn sub_backward(&self, lhs: usize, rhs: usize, grad: f32)

fn mul_backward(&self, lhs: usize, rhs: usize, grad: f32)

fn div_backward(&self, lhs: usize, rhs: usize, grad: f32)

fn exp_backward(&self, lhs: usize, grad: f32)

fn pow_backward(&self, lhs: usize, rhs: usize, grad: f32)

fn backward(&self, value: Value<'_>)

fn backward_from(&self, idx: usize)

impl Debug for Graph

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'a> Operations<'a> for Graph

fn add(&self, lhs_val: Value<'_>, rhs_val: Value<'_>) -> Value<'_>

fn sub(&self, lhs_val: Value<'_>, rhs_val: Value<'_>) -> Value<'_>

fn mul(&self, lhs_val: Value<'_>, rhs_val: Value<'_>) -> Value<'_>

fn div(&self, lhs_val: Value<'_>, rhs_val: Value<'_>) -> Value<'_>

fn exp(&self, lhs_val: Value<'_>) -> Value<'_>

fn pow(&self, lhs_val: Value<'_>, rhs_val: Value<'_>) -> Value<'_>