Muhammed Fatih BALIN

[Feature] Gpu cache for node and edge data

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## Description A gpu_cache that can be used to cache vertex or edge feature storage is implemented. The core implementation comes from the HugeCTR repository and this PR is basically...

[Draft][Feature] Cooperative minibatching

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## Description Hi, during my internship at NVIDIA Devtech AI division, I worked on exploring ways to accelarate minibatch training on GNNs. During this time, we noticed that if the...

Everything continues to work if we remove the cub submodule and the cuda_include_directory for cub from CMakeLists.txt https://github.com/dmlc/dgl/blob/master/CMakeLists.txt#L54. With the way things currently are, there are 2 cubs available, third_party/thrust/cub...

A vector data structure with custom partitioning capabilities is needed.

[Feature] (La)yer-Neigh(bor) sampling implementation

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## Description CPU&GPU implementation of LABOR sampling, a drop-in replacement to Neighbor Sampling with same fanout hyperparameters. This work was done partly during a summer NVIDIA Devtech AI internship under...

[GraphBolt][Tutorial] Chapter 6.8 GPU based sampling

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## 📚 Documentation GraphBolt now supports GPU based sampling. The tutorial needs to be updated. https://docs.dgl.ai/en/latest/guide/minibatch-gpu-sampling.html

[GraphBolt][CUDA] Specialize non-weighted neighbor sampling impl

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Fixes #7173. Neighbor Sampling kernel is sped up by 4-5x compared to old, non-specialized version. ## Description ## Checklist Please feel free to remove inapplicable items for your PR. -...

[GraphBolt] Add more and larger `BuiltinDataset`s

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## 🔨Work Item **IMPORTANT:** * This template is only for dev team to track project progress. For feature request or bug report, please use the corresponding issue templates. * DO...

[GraphBolt][Doc] Update `layer_neighbor` documentation for new args.

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## Description ## Checklist Please feel free to remove inapplicable items for your PR. - [ ] The PR title starts with [$CATEGORY] (such as [NN], [Model], [Doc], [Feature]]) -...