Trait ArithmeticOps 

pub trait ArithmeticOps {
    // Required methods
    fn add(&self, other: &Tensor) -> Result<Tensor>;
    fn sub(&self, other: &Tensor) -> Result<Tensor>;
    fn mul(&self, other: &Tensor) -> Result<Tensor>;
    fn div(&self, other: &Tensor) -> Result<Tensor>;
    fn add_scalar(&self, scalar: f32) -> Result<Tensor>;
    fn sub_scalar(&self, scalar: f32) -> Result<Tensor>;
    fn mul_scalar(&self, scalar: f32) -> Result<Tensor>;
    fn div_scalar(&self, scalar: f32) -> Result<Tensor>;
    fn neg(&self) -> Result<Tensor>;
    fn abs(&self) -> Result<Tensor>;
    fn pow(&self, exponent: f32) -> Result<Tensor>;
    fn sqrt(&self) -> Result<Tensor>;
    fn exp(&self) -> Result<Tensor>;
    fn log(&self) -> Result<Tensor>;
}

Trait for arithmetic operations on tensors.

Required Methods

fn add(&self, other: &Tensor) -> Result<Tensor>

Element-wise addition with broadcasting.

fn sub(&self, other: &Tensor) -> Result<Tensor>

Element-wise subtraction with broadcasting.

fn mul(&self, other: &Tensor) -> Result<Tensor>

Element-wise multiplication with broadcasting.

fn div(&self, other: &Tensor) -> Result<Tensor>

Element-wise division with broadcasting.

fn add_scalar(&self, scalar: f32) -> Result<Tensor>

Add a scalar to all elements.

fn sub_scalar(&self, scalar: f32) -> Result<Tensor>

Subtract a scalar from all elements.

fn mul_scalar(&self, scalar: f32) -> Result<Tensor>

Multiply all elements by a scalar.

fn div_scalar(&self, scalar: f32) -> Result<Tensor>

Divide all elements by a scalar.

fn neg(&self) -> Result<Tensor>

Element-wise negation.

fn abs(&self) -> Result<Tensor>

Element-wise absolute value.

fn pow(&self, exponent: f32) -> Result<Tensor>

Element-wise power operation.

fn sqrt(&self) -> Result<Tensor>

Element-wise square root.

fn exp(&self) -> Result<Tensor>

Element-wise exponential.

fn log(&self) -> Result<Tensor>

Element-wise natural logarithm.

Implementors

impl ArithmeticOps for Tensor