hpt 0.1.3

High Performance Tensor (HPT) - A fast, efficient, and user-friendly tensor computation library for Rust
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22

use crate::backends::cpu::utils::unary::unary::cumulate;
use crate::tensor_base::_Tensor;
use hpt_allocator::traits::Allocator;
use hpt_allocator::traits::AllocatorOutputRetrive;
use hpt_allocator::Cpu;
use hpt_common::error::base::TensorError;
use hpt_traits::ops::cumulative::CumulativeOps;
use hpt_traits::tensor::CommonBounds;

impl<T: CommonBounds, const DEVICE: usize, A2> CumulativeOps for _Tensor<T, Cpu, DEVICE, A2>
where
    A2: Allocator,
    A2::Output: AllocatorOutputRetrive,
{
    fn cumsum<A: Into<Option<i64>>>(&self, axis: A) -> std::result::Result<Self, TensorError> {
        cumulate(self, axis, T::ZERO, |a, b| a._add(b))
    }

    fn cumprod<A: Into<Option<i64>>>(&self, axis: A) -> std::result::Result<Self, TensorError> {
        cumulate(self, axis, T::ONE, |a, b| a._mul(b))
    }
}