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add example which trains a distributed GraphCast model on shallow-water-equations data #400

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merged 52 commits into from
May 31, 2024
Merged

add example which trains a distributed GraphCast model on shallow-water-equations data #400

merged 52 commits into from
May 31, 2024

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stadlmax
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@stadlmax stadlmax commented Mar 22, 2024 •
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Modulus Pull Request

Description

  • add example which trains a GraphCast model on a shallow-water-equations dataset
  • setup example in such a way to showcase "tensor-parallel" training of a GNN model
  • improvements and bugfixes in used distributed communication primitives

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.
  • The CHANGELOG.md is up to date with these changes.
  • An issue is linked to this pull request.

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@akshaysubr akshaysubr added the distributed Distributed and model parallel tools label Apr 23, 2024
@stadlmax stadlmax marked this pull request as ready for review May 8, 2024 22:20
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/blossom-ci

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@mnabian I added a first version of the README. Could you have a look at that and some of the remarks Akshay brought up?

@stadlmax stadlmax requested a review from mnabian May 27, 2024 13:08
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/blossom-ci

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/blossom-ci

@stadlmax stadlmax changed the title example distributed graphcast for shallow-water-equations add example which trains a distributed GraphCast model on shallow-water-equations data May 31, 2024
@stadlmax stadlmax merged commit 15ea3c9 into NVIDIA:main May 31, 2024
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@mnabian mnabian mnabian approved these changes

@akshaysubr akshaysubr akshaysubr approved these changes

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@stadlmax @mnabian @akshaysubr