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  1. 12 Apr, 2022 1 commit
  3. 07 Apr, 2022 1 commit
  5. 30 Mar, 2022 3 commits
  7. 26 Mar, 2022 1 commit
  9. 25 Mar, 2022 1 commit
  11. 23 Mar, 2022 1 commit
  13. 28 Feb, 2022 1 commit
  15. 27 Feb, 2022 1 commit
  17. 25 Feb, 2022 1 commit
  19. 24 Feb, 2022 2 commits
  21. 23 Feb, 2022 2 commits
    • Rhett Ying's avatar
      toctree typo for dataset adapters (#3764) · 4b182b90
      Rhett Ying authored 
      * toctree typo for dataset adapters

* Update docs/source/api/python/dgl.data.rst
      4b182b90
    • Minjie Wang's avatar
      [NN] Rework RelGraphConv and HGTConv (#3742) · 0227ddfb
      Minjie Wang authored 
      * WIP: TypedLinear and new RelGraphConv

* wip

* further simplify RGCN

* a bunch of tweak for performance; add basic cpu support

* update on segmm

* wip: segment.cu

* new backward kernel works

* fix a bunch of bugs in kernel; leave idx_a for future

* add nn test for typed_linear

* rgcn nn test

* bugfix in corner case; update RGCN README

* doc

* fix cpp lint

* fix lint

* fix ut

* wip: hgtconv; presorted flag for rgcn

* hgt code and ut; WIP: some fix on reorder graph

* better typed linear init

* fix ut

* fix lint; add docstring
      0227ddfb
  23. 17 Feb, 2022 3 commits
  25. 15 Feb, 2022 1 commit
    • Israt Nisa's avatar
      [Feature] Gather mm (#3641) · b3d3a2c4
      Israt Nisa authored 
      

* init

* init

* working cublasGemm

* benchmark high-mem/low-mem, err gather_mm output

* cuda kernel for bmm like kernel

* removed cpu copy for E_per_Rel

* benchmark code from Minjie

* fixed cublas results in gathermm sorted

* use GPU shared mem in unsorted gather mm

* minor

* Added an optimal version of gather_mm_unsorted

* lint

* init gather_mm_scatter

* cublas transpose added

* fixed h_offset for multiple rel

* backward unittest

* cublas support to transpose W

* adding missed file

* forgot to add header file

* lint

* lint

* cleanup

* lint

* docstring

* lint

* added unittest

* lint

* lint

* unittest

* changed err type

* skip cpu test

* skip CPU code

* move in-len loop inside

* lint

* added check different dim length for B

* w_per_len is optional now

* moved gather_mm to pytorch/backend with backward support

* removed a_/b_trans support

* transpose op inside GEMM call

* removed out alloc from API, changed W 2D to 3D

* Added se_gather_mm, Separate API for sortedE

* Fixed gather_mm (unsorted) user interface

* unsorted gmm backward + separate CAPI for un/sorted A

* typecast to float to support atomicAdd

* lint typecast

* lint

* added gather_mm_scatter

* minor

* const

* design changes

* Added idx_a, idx_b support gmm_scatter

* dgl doc

* lint

* adding gather_mm in ops

* lint

* lint

* minor

* removed benchmark files

* minor

* empty commit
Co-authored-by: default avatarIsrat Nisa <nisisrat@amazon.com>
      b3d3a2c4
  27. 11 Feb, 2022 1 commit
  29. 30 Jan, 2022 2 commits
    • Quan (Andy) Gan's avatar
      [Sampling] New sampling pipeline plus asynchronous prefetching (#3665) · 701b4fcc
      Quan (Andy) Gan authored 
      * initial update

* more

* more

* multi-gpu example

* cluster gcn, finalize homogeneous

* more explanation

* fix

* bunch of fixes

* fix

* RGAT example and more fixes

* shadow-gnn sampler and some changes in unit test

* fix

* wth

* more fixes

* remove shadow+node/edge dataloader tests for possible ux changes

* lints

* add legacy dataloading import just in case

* fix

* update pylint for f-strings

* fix

* lint

* lint

* lint again

* cherry-picking commit fa9f494

* oops

* fix

* add sample_neighbors in dist_graph

* fix

* lint

* fix

* fix

* fix

* fix tutorial

* fix

* fix

* fix

* fix warning

* remove debug

* add get_foo_storage apis

* lint
      701b4fcc
    • Minjie Wang's avatar
      [Data] Utility function and class for converting a dataset for node prediction (#3695) · 5152a879
      Minjie Wang authored 
      * add ut

* add doc link

* install dep

* fix  ci

* fix ut; more comments

* remove deprecated attributes in rdf datasets; fix label feature name

* address comments

* fix ut for other frameworks
      5152a879
  31. 25 Jan, 2022 2 commits
  33. 21 Jan, 2022 1 commit
    • Xin Yao's avatar
      [Feature] Pin dgl.graph to the page-locked memory (#3616) · 40b44a43
      Xin Yao authored 
      

* implement pin_memory/unpin_memory/is_pinned for dgl.graph

* update python docstring

* update c++ docstring

* add test

* fix the broken UnifiedTensor

* eliminate extra context parameter for pin/unpin

* fix linting

* fix typo

* disable new format materialization for pinned graphs

* update python doc for pin_memory_

* fix unit test

* update doc

* change unitgraph and heterograph's PinMemory to in-place

* update comments for NDArray's PinMemory_ and PinData

* update doc
Co-authored-by: default avatarJinjing Zhou <VoVAllen@users.noreply.github.com>
      40b44a43
  35. 17 Jan, 2022 1 commit
  37. 07 Jan, 2022 1 commit
    • Quan (Andy) Gan's avatar
      [Feature] Negative sampling (#3599) · 90f10b31
      Quan (Andy) Gan authored 
      * first commit

* a bunch of fixes

* add unique

* lint

* lint

* lint

* address comments

* Update negative_sampler.py

* fix

* description

* address comments and fix

* fix

* replace unique with replace

* test pylint

* Update negative_sampler.py
      90f10b31
  39. 07 Dec, 2021 1 commit
  41. 02 Dec, 2021 1 commit
  43. 19 Nov, 2021 1 commit
  45. 16 Nov, 2021 1 commit
  47. 10 Nov, 2021 1 commit
    • Mufei Li's avatar
      [NN] GNNExplainer (#3490) · dfa32ae0
      Mufei Li authored 
      * Update

* Update

* Update

* Fix

* Update

* Update

* Update

* Update

* Update

* Update

* Fix

* Fix

* Update

* Update

* Update

* Update

* Update

* Update

* lint fix

* lint fix

* Fix lint

* Update

* Fix CI

* Fix CI

* Fix

* CI

* Fix

* Update

* Fix

* Fix

* Fix CI

* Fix CI
      dfa32ae0
  49. 04 Nov, 2021 1 commit
  51. 03 Nov, 2021 1 commit
  53. 27 Oct, 2021 1 commit
  55. 02 Aug, 2021 1 commit
  57. 28 Jul, 2021 1 commit
  59. 13 Jul, 2021 1 commit
  61. 12 Jul, 2021 1 commit
  63. 07 Jul, 2021 1 commit