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Add HeteroGATConv to cugraph-pyg #3914

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merged 11 commits into from
Dec 11, 2023

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@tingyu66 tingyu66 commented Oct 5, 2023

Fixes https://github.com/rapidsai/graph_dl/issues/311
Adding @stadlmax POC code to cugraph-pyg

@tingyu66 tingyu66 requested a review from a team as a code owner October 5, 2023 03:11
@tingyu66 tingyu66 marked this pull request as draft October 5, 2023 03:12
@tingyu66 tingyu66 self-assigned this Oct 5, 2023
@BradReesWork BradReesWork added this to the 23.12 milestone Oct 5, 2023
@tingyu66 tingyu66 requested a review from stadlmax October 6, 2023 17:02
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stadlmax commented Oct 9, 2023

Looks good to me, but it would also be great if we could add a test against PyG like for other operators. The initialization should match PyG, so both this and the general primitive ideally should be tested for correctness. :)

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tingyu66 commented Oct 9, 2023

Looks good to me, but it would also be great if we could add a test against PyG like for other operators. The initialization should match PyG, so both this and the general primitive ideally should be tested for correctness. :)

Sure, will test against PyG's HeteroConv + PyG's GATConv. What does "general primitive" here refer to?

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stadlmax commented Oct 9, 2023

Sure, will test against PyG's HeteroConv + PyG's GATConv. What does "general primitive" here refer to?

just the conv layer vs. the initialization of it

@tingyu66 tingyu66 modified the milestones: 23.12, 24.02 Nov 15, 2023
@tingyu66 tingyu66 added improvement Improvement / enhancement to an existing function non-breaking Non-breaking change labels Nov 17, 2023
@tingyu66 tingyu66 changed the base branch from branch-23.12 to branch-24.02 November 17, 2023 03:48
@tingyu66 tingyu66 marked this pull request as ready for review November 17, 2023 03:49
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tingyu66 commented Dec 4, 2023

@stadlmax I have added a test to validate against PyG. Could you review it again?

@github-actions github-actions bot added the python label Dec 5, 2023
@tingyu66 tingyu66 requested a review from a team December 8, 2023 17:52
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/merge

@rapids-bot rapids-bot bot merged commit 1655003 into rapidsai:branch-24.02 Dec 11, 2023
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@tingyu66 tingyu66 deleted the heterogatconv branch December 12, 2023 02:53
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4 participants