GitLab

* sign for ogbn products, arxiv, mag

* texts

* fix

* update ogb folder readme

* use dgl nightly build
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

[Performance] In HeteroNodeView, build arange on target device, instead of on CPU and copying it (#2266)

* Build arange on target device

* Utilize arange device in viewpy:HeteroNodeView.__call__

* Work around uint64 error in TF to_dlpack

* Restore else clause
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Da Zheng <zhengda1936@gmail.com>

* Update docs

* Make non-default streams non-blocking

* Add async transferer class

* Add async ndarray copy interface

* Add python bindings

* Fix comment

* Add python class

* Fix linting issues

* Add python unit test

* Update python interface

* move async_transferer to cuda only directory

* Fix linting issue

* Move out of contrib

* Add doc strings

* Move test compute from backend

* Update comment

* Fix test naming

* Fix argument usage

* Wrap/unwrap backend parameters

* Move to dataloading

* Move to 'dataloading'

* Make GPU/CPU compatible

* Fix unit tests

* Add docs

* Use only backend interface for datamovement in unit test

* upd

* upd

* upd

* upd

* upd

* fix OpenMP compatibility issues

* typo

* partition

* misc

* fix typo

* num_parts=1

* import torch

* long

* print info

* print info

* print info

* upd

* remove debug code

* revert partition.py

* fix cut count

* fix cut count

* Revert "fix cut count"

This reverts commit 10926b4fd48f45c8f1ddb58be7db6c22e653effd.

* Revert "fix cut count"

This reverts commit 76465283bef093a2b4209ad70dd15d2437b2ec8a.

* type of deprecate

* typo in deprecate info

* fix typo

* use cv for partitioning

* CE

* no message

* revert

* typo

* no message

* no message

* no message

* practice

* dmlc-core

* DGLGraph
Co-authored-by: yzh119 <expye@outlook.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

Some of SAGEGraph equation has typos.

* [Bug] fix multiple bugs in JTNN example

* remove debug code

* add sparse and mutil gpu support

* update multi gpu

* update readme

* remove multi gpu

* add multiple gpus support
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Zihao Ye <expye@outlook.com>

* OMP pragma was added to support hetero_graph loop, as follows:
pragma omp parallel for

* OMP pragma will be enabled iff the gpu is used for
Co-authored-by: Zihao Ye <expye@outlook.com>

[Bugfix][Performance] Fix Column to copy 'self.index' to location of 'self.storage' only on read, and use kwargs. (#2267)

* Pass framework arguments to copy of frames

* Copy for subframe

* Fix mismatched contexts
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

An unexpected `AttributeError` exception is launched whenever the user defines `save_dir` on `DGLDataset` instantiation and uses `self._save_dir`  within `has_cache` method.
This commit fixes the issue.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Fix] Add random

* [Bug] Fix batch norm error

* [Doc] Test with CN in Sphinx

* [Doc] Test with CN in Sphinx

* [Doc] Remove the test CN docs.

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Doc] fill readme with new performance results

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chines User Guide

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* Update README.md

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Add CN link in user guide chapter 1

* [Doc] Add CN link in user guide chapter 1

* [Fix] Temporary remove compgcn

* [Doc] Add Chines User Guide

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] user guide cn chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Finalize CN user guide chapter 1

* [Doc] Add CN link in user guide chapter 1

* update hash in 3rd party

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* [Fix] copyedit some errors

* Update
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* udp

* add test

* udp

* fix mxnet

Co-authored-by: Chao Ma <mctt90@gmail.com>

Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

[HeteroGraph] Fix the failure of apply_nodes when the input function changes feature size for all nodes (#2223)

* Fix

* Fix

Co-authored-by: Ubuntu <ubuntu@ip-172-31-52-53.us-west-2.compute.internal>

* line

* two lines

* update readme

* readme

* update readme

* update

* Implement LINE

* readme

* readme

* typos

* update readme
Co-authored-by: Zihao Ye <expye@outlook.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Feature] Add full graph training with dgl built-in dataset.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Bug] fix model to cuda.

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Feature] Add test loss and accuracy

* [Fix] Add random

* [Bug] Fix batch norm error

* [Doc] Test with CN in Sphinx

* [Doc] Test with CN in Sphinx

* [Doc] Remove the test CN docs.

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Feature] Add input embedding layer

* [Doc] fill readme with new performance results

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Add Chinese User Guide, graph and 1.5

* [Doc] Refactor and split chapter 4

* [Fix] Remove CompGCN example codes

* [Doc] Add chapter 2 refactor and split

* [Fix] code format of savenload

* [Doc] Split chapter 3

* [Doc] Add introduction phrase of chapter 2

* [Doc] Add introduction phrase of chapter 2

* [Doc] Add introduction phrase of chapter 3

* Fix

* Update chapter 2

* Update chapter 3

* Update chapter 4
Co-authored-by: mufeili <mufeili1996@gmail.com>

* fix doc

* fix doc

* [Example] GCN on ogbn-arxiv dataset

* Add README.md

* Update GCN implementation on ogbn-arxiv

* Update GCN on ogbn-arxiv

* Fix typo

* Use evaluator to get results

* Fix duplicated

* Fix duplicated

* Update GCN on ogbn-arxiv

* Add GAT for ogbn-arxiv

* Update README.md

* Update GAT on ogbn-arxiv

* Update README.md
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
Co-authored-by: Zihao Ye <expye@outlook.com>

* [bug][doc] Fix bug in batched heterograph training documentation

* added references of "above" with hyperlinks

* address comments

* fix API doc on EdgeDataLoader
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* Fix doc and user guide

* Update heterograph.py
Co-authored-by: Ubuntu <ubuntu@ip-172-31-13-9.us-west-2.compute.internal>

* update

* update

* update

* fix link in message passing doc

* more specific link

* update

* update

Co-authored-by: Ubuntu <ubuntu@ip-172-31-10-127.us-west-2.compute.internal>
Co-authored-by: Chao Ma <mctt90@gmail.com>

* update

* update

* line

* two lines

* update readme

* readme

* update readme

* update
Co-authored-by: Zihao Ye <expye@outlook.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>