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Add Reference CuGraphSAGE Implementation to cuGraph-PyG #3839

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alexbarghi-nv opened this issue Aug 31, 2023 · 0 comments · Fixed by #3584
Closed

Add Reference CuGraphSAGE Implementation to cuGraph-PyG #3839

alexbarghi-nv opened this issue Aug 31, 2023 · 0 comments · Fixed by #3584
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doc Documentation non-breaking Non-breaking change
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23.10

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Just as the native frameworks have their default models, we should offer the same. This will consolidate code across all of our examples, and provide a clear example for users on how to build a cuGraph-PyG/cuGraph-ops model. This issue came about when working on slides for the PyG conference and needing a central model example to point users to.
@alexbarghi-nv alexbarghi-nv added doc Documentation non-breaking Non-breaking change labels Aug 31, 2023
@alexbarghi-nv alexbarghi-nv added this to the 23.10 milestone Aug 31, 2023
@alexbarghi-nv alexbarghi-nv self-assigned this Aug 31, 2023
@alexbarghi-nv alexbarghi-nv mentioned this issue Dec 7, 2023
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rapids-bot bot pushed a commit that referenced this issue Jan 12, 2024
@alexbarghi-nv
Sampling Performance Testing (#3584)
c09db10 
Adds performance benchmarking scripts for testing MNMG cuGraph GNN workflows.
This branch is the head branch for the cuGraph benchmarking effort.  All work supporting the benchmarks should be merged into this branch.  It will be merged into branch-24.02 once all features are ready.

Includes patches to cuGraph-PyG required for the latest DLFW container.

To-Do:

- [x] Refactor for branch-24.02
- [x] <s>Add WholeGraph training portion</s> Deferred to future PR (see alexbarghi-nv#6)
- [x] <s>Add WholeGraph generators</s> Included in above
- [x] <s>Support DGL</s> Deferred to future PR
- [x] <s>Use appropriate docker containers</s> Deferred, waiting on DLFW release

Closes #3839

Authors:
  - Alex Barghi (https://github.com/alexbarghi-nv)
  - Seunghwa Kang (https://github.com/seunghwak)

Approvers:
  - Vibhu Jawa (https://github.com/VibhuJawa)
  - Rick Ratzel (https://github.com/rlratzel)
  - Chuck Hastings (https://github.com/ChuckHastings)

URL: #3584
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Sampling Performance Testing alexbarghi-nv/cugraph
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