v0.2.2

Merge pull request #15 from saturncloud/hugo/bumping-version

bumping version

v0.2.1 - anon flag

We have added a boolean flag called anon to the S3ImageFolder class to allow users to specify that an anonymous S3 connection (eg, a public S3 bucket without credentials) is being used. The behavior still defaults to False which retains the current behavior of using environment credentials to authenticate for S3 bucket access.

Renaming dask-pytorch package to dask-pytorch-ddp

To make user experience easier and clearer, we're changing the name of our existing library. dask-pytorch is deprecated and may be used in the future for a more multifaceted package. Since our work is primarily focused on making the Distributed Data Parallel functionality of PyTorch work smoothly with Dask, we chose dask-pytorch-ddp for the new name.

0.1.1

Some bug fixes, including corrected links to documentation. Thanks to the commenters who have submitted issues for us!

Introducing dask-pytorch

Enables easier and smoother integration of Dask and PyTorch.

Features

• Custom data object class S3ImageFolder allows direct-from-s3 access to files for training/inference in pytorch
• dispatch module gives tools for distributing training tasks to cluster with minimal user fuss
• results module gives tools for managing the results and training statistics, for better model evaluation