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Pytorch Lightning Distributed Accelerators using Ray

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Dear ray_lightning users and community members, We wanted to share some important news regarding the future of the ray_lightning library. As you know, ray_lightning has been a valuable library for...

Bump version in `setup.py` and update `README` now that 0.4.0 is released.

I wanted to do distributed hyperparameter tuning. And I am getting **trials did not complete error** ``` import lightning as pl from ray import air, tune from ray_lightning import RayStrategy...

Quick changes to get RayStrategy working with latest pytorch and pytorch-lightning. Followed this guide primarily https://lightning.ai/docs/pytorch/stable/upgrade/from_1_6.html Did not change Horovid and DDPSharded as I am not as familiar with them...

Fixes #253 In the end, I figured out, that when a scheduler terminates a trial, we do not tear down the corresponding workers, and the necessary resources are not available...

Hi there! I first encountered this issue when trying to do a PBT on a Multi-node DDP setup (4GPUs per node, each node is a population member), but I could...

For training reasons I had to write my own sampler. Something like: ```python class MySampler(torch-utils.data.Sampler): def __init__(self, data, batches_per_epoch, batch_size): # some python code def __iter__(): # My iter method...

Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 1.6.4 to 1.9.4. Release notes Sourced from pytorch-lightning's releases. Weekly patch release App Removed Removed implicit ui testing with testing.run_app_in_cloud in favor of headless login and app...

dependencies

Updates the requirements on [protobuf](https://github.com/protocolbuffers/protobuf) to permit the latest version. Commits a847a8d Updating version.json and repo version numbers to: 22.0 52e435d Merge pull request #11970 from deannagarcia/updateDeps d327259 Update UPB...

dependencies

- [ ] fix the issue https://github.com/ray-project/ray_lightning/issues/194