Trait TensorAnalytic 

pub trait TensorAnalytic {
    // Required methods
    fn exp(&mut self, input: &Tensor) -> Result<Tensor>;
    fn log(&mut self, input: &Tensor) -> Result<Tensor>;
    fn sin(&mut self, input: &Tensor) -> Result<Tensor>;
    fn cos(&mut self, input: &Tensor) -> Result<Tensor>;
    fn tanh(&mut self, input: &Tensor) -> Result<Tensor>;
    fn sqrt(&mut self, input: &Tensor) -> Result<Tensor>;
    fn rsqrt(&mut self, input: &Tensor) -> Result<Tensor>;
    fn pow(&mut self, lhs: &Tensor, rhs: &Tensor) -> Result<Tensor>;
    fn expm1(&mut self, input: &Tensor) -> Result<Tensor>;
    fn log1p(&mut self, input: &Tensor) -> Result<Tensor>;

    // Provided methods
    fn exp_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn log_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn sin_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn cos_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn tanh_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn sqrt_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn rsqrt_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn pow_read(
        &mut self,
        lhs: TensorRead<'_>,
        rhs: TensorRead<'_>,
    ) -> Result<Tensor> { ... }
    fn expm1_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
    fn log1p_read(&mut self, input: TensorRead<'_>) -> Result<Tensor> { ... }
}

Analytic unary and binary tensor operations.

Examples

use tenferro_tensor::TensorAnalytic;

fn accepts_analytic<B: TensorAnalytic>(_backend: &mut B) {}

Required Methods

fn exp(&mut self, input: &Tensor) -> Result<Tensor>

fn log(&mut self, input: &Tensor) -> Result<Tensor>

fn sin(&mut self, input: &Tensor) -> Result<Tensor>

fn cos(&mut self, input: &Tensor) -> Result<Tensor>

fn tanh(&mut self, input: &Tensor) -> Result<Tensor>

fn sqrt(&mut self, input: &Tensor) -> Result<Tensor>

fn rsqrt(&mut self, input: &Tensor) -> Result<Tensor>

fn pow(&mut self, lhs: &Tensor, rhs: &Tensor) -> Result<Tensor>

fn expm1(&mut self, input: &Tensor) -> Result<Tensor>

fn log1p(&mut self, input: &Tensor) -> Result<Tensor>

Provided Methods

fn exp_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn log_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn sin_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn cos_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn tanh_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn sqrt_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn rsqrt_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn pow_read( &mut self, lhs: TensorRead<'_>, rhs: TensorRead<'_>, ) -> Result<Tensor>

fn expm1_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

fn log1p_read(&mut self, input: TensorRead<'_>) -> Result<Tensor>

Dyn Compatibility

This trait is dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

Implementors