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RFC-0007: Forward AD

1

This rfc is capturing the discussions that happen in the main issue https://github.com/pytorch/pytorch/issues/10223 as well as private conversations with different people. It presents the design idea and implementation plan for...

albanD

RFC-0003: Roadmap for PyTorch Sparse Tensors [WIP]

7

Update: this PR has grown very large, if you want to navigate it: - Look at the `.md` files at the end of the diff - Here is a rendered...

pearu

This rfc proposes a work plan for implementing Pytorch CSR storage format and introducing a new storage format Dimensions Mapping (DM) that allows extending CSR (and not only) to arbitrary...

pearu

[RFC] Generalize pytorch content for non-native device execution

2

## Motivation This PR is for review of the following RFC : Modify PyTorch framework UTs so that non-cuda devices such as intel Gaudi and intel XPU is able to...

ankurneog

RFC-0042-torch-distributed-redesign

20

youkaichao

RFC-0039-incremental-pca.md

2

Implement Incremental PCA with GPU support in PyTorch

sirluk

RFC-0001-economic-dataloader.md

3

A new dataloader multiprocessing pipeline design is suggested. This pipeline splits the task of batch generation, into 2 types of workers: item generating workers, and batch generating workers. This pipeline...

yoadbs