torch_unsafe_split: Unsafe_split

In torch: Tensors and Neural Networks with 'GPU' Acceleration

Unsafe_split

Description

Unsafe_split

Usage

torch_unsafe_split(self, split_size, dim = 1L)

Arguments

self	(Tensor) tensor to split.
split_size	(int) size of a single chunk or list of sizes for each chunk
dim	(int) dimension along which to split the tensor.

unsafe_split(tensor, split_size_or_sections, dim=0) -> List of Tensors

Works like torch_split() but without enforcing the autograd restrictions on inplace modification of the outputs.

Warning

This function is safe to use as long as only the input, or only the outputs are modified inplace after calling this function. It is user's responsibility to ensure that is the case. If both the input and one or more of the outputs are modified inplace, gradients computed by autograd will be silently incorrect.

torch documentation built on June 7, 2023, 6:19 p.m.