Bump dgl from 2.1.0 to 2.2.1

[dependabot[bot]]

Bumps dgl from 2.1.0 to 2.2.1.

Release notes

Sourced from dgl's releases.

v2.2.1

We're thrilled to announce the release of DGL 2.2.1. 🎉🎉🎉

Major Changes

• The supported PyTorch versions are 2.1.0/1/2, 2.2.0/1/2, 2.3.0. See install command here.
• MiniBatch in GraphBolt is refactored: seed_nodes and node_paris are replaced with unified seeds attribute through out the pipeline. Refer to the latest examples for more details. by @​yxy235
• GraphBolt sampling is enabled in DistGL for node classification. See examples here.
• [GraphBolt] Optimize hetero sampling on CPU by @​RamonZhou in dmlc/dgl#7360
• [GraphBolt] torch.compile() support for gb.expand_indptr. by @​mfbalin in dmlc/dgl#7188
• [GraphBolt] Make unique_and_compact deterministic by @​RamonZhou in dmlc/dgl#7217, #7239
• [GraphBolt] Hyperlink support in subgraph_sampler. by @​yxy235 in dmlc/dgl#7354
• [GraphBolt] More features of dgl.dataloading.LaborSampler in gb.LayerNeighborSampler, added layer_dependency and batch_dependency parameters. #7205, #7208, #7212, #7220 by @​mfbalin
• [GraphBolt][CUDA] Faster GPU neighbor sampling and compaction kernels. #7239, #7215 by @​mfbalin
• [GraphBolt][CUDA] Better hetero CPU&GPU performance via fused kernels. #7223, #7312 by @​mfbalin
• [GraphBolt][CUDA] GPU synchronizations eliminated throughout the sampling pipeline. #7240, #7264 by @​mfbalin

Bug Fixes

• [DistGB] revert toindex() but refine tests by @​Rhett-Ying in dmlc/dgl#7197
• [GraphBolt] PyG advanced example torch.compile() bug workaround. by @​mfbalin in dmlc/dgl#7259
• [CUDA][Bug] CSR transpose bug in CUDA 12 by @​mfbalin in dmlc/dgl#7295
• [Determinism] Enable environment var to use cusparse spmm deterministic algorithm by @​TristonC in dmlc/dgl#7310

New Contributors

• @​Chaos-Hu-edu made their first contribution in dmlc/dgl#7219
• @​MikuSugar made their first contribution in dmlc/dgl#7258
• @​pyynb made their first contribution in dmlc/dgl#7267

Full Changelog: https://github.com/dmlc/dgl/compare/v2.1.0...v2.2.1

Commits

• 2a1ac58 [release] bump version to 2.2.1 (#7389)
• 1b5c02c [release] cherry-pick from master and release for 2.2.1 (#7388)
• 8873fb2 [release] update version (#7373)
• f0213d2 [GraphBolt] Refactor sampling (#7367)
• 6b140f2 [GraphBolt] Hetero CPU sampling bug fix. (#7369)
• 0d9a09d [graphbolt] Disable liburing (#7366)
• 658b208 [GraphBolt] Optimize hetero sampling on CPU (#7360)
• 9090a87 [GraphBolt] Hyperlink support in subgraph_sampler. (#7354)
• ce37a93 [Temporal] Add link prediction example (#7347)
• 0de1de3 [dev] upgrade minimum required torch version to 2.0.0 (#7358)
• Additional commits viewable in compare view

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