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#[cfg(feature = "tch-bindings")]
mod torch;
use crate::{EinopsError, Operation, Rearrange, Reduce, Repeat};
pub trait Backend {
fn shape(&self) -> Vec<usize>;
fn reshape(&self, shape: &[usize]) -> Self;
fn transpose(&self, axes: &[usize]) -> Self;
fn reduce_axes(&self, operation: Operation, axes: &[usize]) -> Self;
fn add_axes(&self, naxes: usize, pos2len: &[(usize, usize)]) -> Self;
}
pub trait RearrangeFn {
fn rearrange(&self, pattern: &str) -> Result<Self, EinopsError>
where
Self: Sized + Backend,
{
Rearrange::new(pattern)?.apply(self)
}
fn rearrange_with_lengths(
&self,
pattern: &str,
axes_lengths: &[(&str, usize)],
) -> Result<Self, EinopsError>
where
Self: Sized + Backend,
{
Rearrange::with_lengths(pattern, axes_lengths)?.apply(self)
}
}
pub trait ReduceFn {
fn reduce(&self, pattern: &str, operation: Operation) -> Result<Self, EinopsError>
where
Self: Sized + Backend,
{
Reduce::new(pattern, operation)?.apply(self)
}
fn reduce_with_lengths(
&self,
pattern: &str,
operation: Operation,
axes_lengths: &[(&str, usize)],
) -> Result<Self, EinopsError>
where
Self: Sized + Backend,
{
Reduce::with_lengths(pattern, operation, axes_lengths)?.apply(self)
}
}
pub trait RepeatFn {
fn repeat(&self, pattern: &str) -> Result<Self, EinopsError>
where
Self: Sized + Backend,
{
Repeat::new(pattern)?.apply(self)
}
fn repeat_with_lengths(
&self,
pattern: &str,
axes_lengths: &[(&str, usize)],
) -> Result<Self, EinopsError>
where
Self: Sized + Backend,
{
Repeat::with_lengths(pattern, axes_lengths)?.apply(self)
}
}