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Commits on Jun 25, 2021

• [Benchmark] Enable sample neighbors gpu benchmark (dmlc#3060)

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  VoVAllen

  authored
  115ac0b

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• [Doc] Update NodeDataLoader and EdgeDataLoader for GPU-based neighbor sampling (dmlc#3046)

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  BarclayII

  authored
  427a5a9

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• [Feature] Support direct creation from CSR and CSC (dmlc#3045)

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  BarclayII

  and

  jermainewang

  authored
  acd21a6

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Commits on Jun 24, 2021

• [Bug fix] Use shared memory for grad sync when NCCL is not avaliable as PyTorch distributed backend. (dmlc#3034)

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  classicsong

  and

  Ubuntu

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  2f7ca41

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Commits on Jun 23, 2021

• add HAN sampling demo (dmlc#3005)

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  maqy1995

  and

  BarclayII

  authored
  31f4483

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• [Feature] Biased Neighbor Sampling (dmlc#2987)

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  soodoshll

  and

  jermainewang

  authored
  e56bbaf

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• [Bugfix] Handle case where process has no elements to update, in NCCL communicator (dmlc#3035)

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  nv-dlasalle

  and

  jermainewang

  authored
  7415eaa

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• [Example] Fix error in gcn train due to missing argument (dmlc#3040)

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  europeanplaice

  and

  jermainewang

  authored
  cb2327d

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• [Doc] EdgeWeightNorm Fix doc (dmlc#3051)

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  europeanplaice

  and

  VoVAllen

  authored
  5961c14

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• [Feature] Node2vec (dmlc#2992)

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  3 peopleauthored
  e667545

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Commits on Jun 22, 2021

• [Feature][GPU] Add function for setting weights of a sparse embedding on multiple GPUs. (dmlc#3047)

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  nv-dlasalle

  and

  classicsong

  authored
  7359481

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• [Doc] Add one paper to Awesome paper list (dmlc#3041)

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  HuXiangkun

  and

  jermainewang

  authored
  70af194

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• [Kernel] Add heterograph support in CUDA kernels (SpMM, SDDMM) (dmlc#2925)

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  isratnisa

  and

  Israt Nisa

  authored
  1113f67

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Commits on Jun 21, 2021

• [API] Standardize Subgraph APIs (dmlc#2929)

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  3 peopleauthored
  ff519f9

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• update two papers in awesome list (dmlc#3043)

  sneakerkg

  authored
  fc69f6c

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• [Feature] add permission information and fix import problems (dmlc#3036)

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  kayzliu

  and

  zhjwy9343

  authored
  9706eaa

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Commits on Jun 18, 2021

• [Fix] Fix lint resource usage & Fix Docs (dmlc#3032)

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  VoVAllen

  authored
  e57c6e3

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Commits on Jun 17, 2021

• Revert "[Feature] add permission information and fix import problems (dmlc#2998)" (dmlc#3029)

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  zhjwy9343

  and

  VoVAllen

  authored
  55e7796

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Commits on Jun 16, 2021

• Add Ampere support to cmake files (dmlc#3031)

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  nv-dlasalle

  authored
  7d069d6

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• [Regression] Multigpu regression test (dmlc#2923)

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  VoVAllen

  authored
  7176f5f

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• [Feature] add permission information and fix import problems (dmlc#2998)

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  kayzliu

  and

  zhjwy9343

  authored
  cba5b18

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• [Distributed] Support hierarchical partitioning (dmlc#3000)

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  4 peopleauthored
  aaec3d8

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• fix bugs (dmlc#3008)

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  hengruizhang98

  and

  zhjwy9343

  authored
  18eaad1

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• Replace QM9_v2 with built-in QM9Edge Dataset (dmlc#3026)

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  hengruizhang98

  and

  mufeili

  authored
  36c6c64

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• [Example] update ogbn-arxiv and ogbn-proteins results (dmlc#3018)

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  3 peopleauthored
  305d5c1

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Commits on Jun 15, 2021

• [bugfix] Fix sparse_optim when the state is stored on the CPU (fixes dmlc#2760) (dmlc#3013)

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  nv-dlasalle

  and

  classicsong

  authored
  8932285

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• [Model] reformat and update performance of grace (dmlc#3009)

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  hengruizhang98

  and

  mufeili

  authored
  b4ad59d

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• [Doc] Fix typo in DGL base dataset class (dmlc#2977) dmlc#3017

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  universvm

  and

  jermainewang

  authored
  63aed58

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• [Feature] Add NN-descent support for the KNN graph function in dgl (dmlc#2941)

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  lygztq

  and

  hetong007

  authored
  64d0f3f

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Commits on Jun 14, 2021

• fix dmlc#2952 (dmlc#3010)

  VoVAllen

  authored
  a303f07

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• [Fix] Fix to_homo for graph with zero nodes ntype (dmlc#3011)

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  VoVAllen

  authored
  17141dd

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Commits on Jun 13, 2021

• [Performance] Perform to_block on the GPU when the dataloader is created with a GPU device. (dmlc#3016)

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  nv-dlasalle

  and

  zheng-da

  authored
  8b64ae5

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• Fix example to test_acc is always computed at last epoch (dmlc#3014)

  nv-dlasalle

  authored
  79b057f

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Commits on Jun 11, 2021

• [NN] Add fast path for GateGCNConv when it has only one edge type (dmlc#2994)

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  VoVAllen

  authored
  2570d41

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• [CPU, Parallel] parallel_for with default grain size (dmlc#3004)

  

  Tomasz Patejko

  authored
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