Trait gad::arith::ArithAlgebra

pub trait ArithAlgebra<Value> {
    fn sub(&mut self, v0: &Value, v1: &Value) -> Result<Value>;
    fn mul(&mut self, v0: &Value, v1: &Value) -> Result<Value>;
    fn zeros(&mut self, v: &Value) -> Value;
    fn ones(&mut self, v: &Value) -> Value;

    fn neg(&mut self, v: &Value) -> Value { ... }
}

Element-wise arithmetic operations.

Required methods

fn sub(&mut self, v0: &Value, v1: &Value) -> Result<Value>

Element-wise subtraction v0 - v1

fn mul(&mut self, v0: &Value, v1: &Value) -> Result<Value>

Element-wise multiplication v0 * v1

fn zeros(&mut self, v: &Value) -> Value

Element-wise zero (same dimensions as v).

fn ones(&mut self, v: &Value) -> Value

Element-wise one (same dimensions as v).

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Provided methods

fn neg(&mut self, v: &Value) -> Value

Element-wise negation -v

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Implementors

impl ArithAlgebra<()> for Check

fn zeros(&mut self, _v: &())

fn ones(&mut self, _v: &())

fn neg(&mut self, _v: &())

fn sub(&mut self, _v0: &(), _v1: &()) -> Result<()>

fn mul(&mut self, _v0: &(), _v1: &()) -> Result<()>

impl<D, E, Dims> ArithAlgebra<Value<D>> for Graph<Config1<E>> where
    E: Default + Clone + CoreAlgebra<D, Value = D> + ArithAlgebra<D> + LinkedAlgebra<Value<D>, D>,
    D: HasDims<Dims = Dims> + Clone + 'static + Send + Sync,
    Dims: PartialEq + Debug + Clone + 'static + Send + Sync, 

fn zeros(&mut self, v: &Value<D>) -> Value<D>

fn ones(&mut self, v: &Value<D>) -> Value<D>

fn neg(&mut self, v: &Value<D>) -> Value<D>

fn sub(&mut self, v0: &Value<D>, v1: &Value<D>) -> Result<Value<D>>

fn mul(&mut self, v0: &Value<D>, v1: &Value<D>) -> Result<Value<D>>

impl<D, E, Dims> ArithAlgebra<Value<D>> for Graph<ConfigN<E>> where
    E: Default + Clone + CoreAlgebra<D, Value = D> + ArithAlgebra<D> + LinkedAlgebra<Value<D>, D>,
    D: HasDims<Dims = Dims> + Clone + 'static + Send + Sync,
    Dims: PartialEq + Debug + Clone + 'static + Send + Sync, 

fn zeros(&mut self, v: &Value<D>) -> Value<D>

fn ones(&mut self, v: &Value<D>) -> Value<D>

fn neg(&mut self, v: &Value<D>) -> Value<D>

fn sub(&mut self, v0: &Value<D>, v1: &Value<D>) -> Result<Value<D>>

fn mul(&mut self, v0: &Value<D>, v1: &Value<D>) -> Result<Value<D>>

impl<T: Number> ArithAlgebra<T> for Eval

fn zeros(&mut self, _v: &T) -> T

fn ones(&mut self, _v: &T) -> T

fn neg(&mut self, v: &T) -> T

fn sub(&mut self, v0: &T, v1: &T) -> Result<T>

fn mul(&mut self, v0: &T, v1: &T) -> Result<T>

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