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TensorAnalytic

tenferro_tensor::backend

Trait TensorAnalytic 

Source 
pub trait TensorAnalytic {

Show 20 methods    // 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> { ... }

}
Expand description

Analytic unary and binary tensor operations.

§Examples

use tenferro_tensor::TensorAnalytic;

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

Required Methods§

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Provided Methods§

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Source

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

§Errors

Returns crate::Error::Validation with a typed ValidationError source for invalid shapes, ranks, axes, dtypes, or output metadata. It returns crate::Error::BackendFailure or crate::Error::BackendSource when backend execution or storage access cannot provide the requested result.

Implementors§