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[Dataset] Contribute IGB-Homo dataset to node_classification.py #7717

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merged 17 commits into from
Aug 29, 2024

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BowenYao18
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@BowenYao18 BowenYao18 commented Aug 17, 2024

Description

I added IGB-HOMO-dataset to the RGCN folder, currently it supports the three smaller version (tiny[~0.35GB], small[~3.5GB], medium[~35GB]).

Usage:

  1. Run the "download.py --size {choose the size}", the dataset will be downloaded and processed under the default ""dataset/"" folder
  2. Run the ""node_classification.py"" with the corresponding dataset you just processed

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Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [$CATEGORY] (such as [NN], [Model], [Doc], [Feature]])
  • I've leverage the tools to beautify the python and c++ code.
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  • To the best of my knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change
  • Related issue is referred in this PR
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dgl-bot commented Aug 17, 2024

To trigger regression tests:

  • @dgl-bot run [instance-type] [which tests] [compare-with-branch];
    For example: @dgl-bot run g4dn.4xlarge all dmlc/master or @dgl-bot run c5.9xlarge kernel,api dmlc/master

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BowenYao18 and others added 2 commits August 17, 2024 11:41
Co-authored-by: Muhammed Fatih BALIN <m.f.balin@gmail.com>
Co-authored-by: Muhammed Fatih BALIN <m.f.balin@gmail.com>
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@BowenYao18 BowenYao18 requested a review from mfbalin August 29, 2024 13:53
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Co-authored-by: Muhammed Fatih BALIN <m.f.balin@gmail.com>
@mfbalin mfbalin marked this pull request as ready for review August 29, 2024 16:40
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mfbalin commented Aug 29, 2024

What is the timeline for the large and full variants of homo?

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What is the timeline for the large and full variants of homo?

What do you mean by "timeline"?

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mfbalin commented Aug 29, 2024

What is the timeline for the large and full variants of homo?

What do you mean by "timeline"?

In this PR, you are adding the tiny, small and medium variants. When is the next PR expected?

@BowenYao18
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What is the timeline for the large and full variants of homo?

What do you mean by "timeline"?

In this PR, you are adding the tiny, small and medium variants. When is the next PR expected?

I don't know how long it will take for the large and full version of the hom dataset to be processed and uploaded to s3. (Since I need to reprepare the edge with self edge added) Probably need a week to run. If I also need to test whether the dataset is valid and runnable, it might take longer and I probably need to request a larger machine for running.

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@mfbalin mfbalin merged commit b4bd509 into dmlc:master Aug 29, 2024
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3 participants