Trait TensorOps

Source

pub trait TensorOps<T, I>: BaseTensorOps<Item = I>where
    I: NumberOps,{
Show 22 methods    // Required methods
    fn matmul(&self, rhs: &T) -> Result<T>;
    fn item(&self) -> Result<Vec<I>>;
    fn sum(&self, dim: i64) -> Result<T>;
    fn apply(&self, f: impl Fn(Self::Item) -> Self::Item) -> Result<T>;
    fn apply_xy(
        &self,
        rhs: &T,
        f: impl Fn(Self::Item, Self::Item) -> Self::Item,
    ) -> Result<T>;
    fn size(&self) -> Result<usize>;

    // Provided methods
    fn max(&self) -> Result<I>
       where I: PartialOrd + FloatCore { ... }
    fn log(&self, i: I) -> Result<T>
       where I: Real { ... }
    fn ln(&self) -> Result<T>
       where I: Real { ... }
    fn add(&self, rhs: &T) -> Result<T> { ... }
    fn add_item(&self, rhs: &Self::Item) -> Result<T> { ... }
    fn sub(&self, rhs: &T) -> Result<T> { ... }
    fn sub_item(&self, rhs: &Self::Item) -> Result<T> { ... }
    fn mul(&self, rhs: &T) -> Result<T> { ... }
    fn mul_item(&self, rhs: &Self::Item) -> Result<T> { ... }
    fn div_item(&self, rhs: &Self::Item) -> Result<T> { ... }
    fn div(&self, rhs: &T) -> Result<T> { ... }
    fn dim(&self, dim: i64) -> Result<u64> { ... }
    fn sqrt(&self) -> Result<T>
       where I: Real { ... }
    fn tanh(&self) -> Result<T>
       where I: Real { ... }
    fn neg(&self) -> Result<T>
       where I: Neg<Output = I> { ... }
    fn exp(&self) -> Result<T>
       where I: Real { ... }
}