GitLab

* add sparse embedding.

* fix

* add test.

* man fixes.

* many fixes

* fix sparse emb.

* fix.

* fix lint.

* fix lint.

* fix kvstore.

* expose DistTensor.

* test sparse embeddings.

* add attach_grad to the backends.

* remove part_id

* fix.

* move backward computation.

* move more computation to backend.

* fix a bug when applying learning rate.

* fix a few things.

* fix a few things.

* add docstring

* fix.

* apply no_grad.

* fix tests.

* fix for other frameworks.

* add examples in docstring.

* Revert "Serialize server and client start for dist_graph_store test (#1736)"

This reverts commit da16ebf0.

* sleep

Refactor code to use timeval struct
for setting up the SO_RCVTIMEO variable
timeout value for sockets in case of Linux.
Changed SetTimeout API timeout input to seconds.
Co-authored-by: Chao Ma <mctt90@gmail.com>

* graphsage inductive example

* fix

* neighbor sampler data loader first commit

* more commit

* nodedataloader

* fix

* update RGCN example

* update OGB

* fixes

* fix minibatch RGCN crashing with self loop

* reverting gatconv test code

* fix

* change to new solution that doesn't require tf dataloader

* fix

* lint

* fix

* fixes

* change doc

* fix docstring

* docstring fixes

* return seeds and input nodes from data loader

* fixes

* fix test

* fix windows build problem

* add pytorch wrapper

* fixes

* add pytorch wrapper

* add unit test

* add -1 support to sample_neighbors & fix docstrings

* docstring fix

* lint

* add minibatch rgcn evaluations
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: Tong He <hetong007@gmail.com>

* update

* update

Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* fix.

* fix tests.

* fix

* add tests.

* fix.

* have default rank.

* add comment.

* fix test.

* remove check

* simplify code.

* add test.

* split data evenly.

* simplify the distributed training code.

* add comments.

* add comments.

During scanning the list of interfaces,
some of them can be configured invalidly:
lack of ip, link down etc.
This patch handles the error
and inform about problem with concrete interface.

* ogb-deepwalk

* ?

* ?

* remove pyg

* Use omp flush

* test

* test

* remove omp
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* 111

* add history version test

* fix

* 111

* save

* ``

* fix1

* 111

* add save heterograph

* lint

* lint

* add tests

* minor fix

* fix

* docs

* add format tets

* use unique_ptr

* fix

* fix interface

* 111

* 111

* fix

* lint

* fix

* add support to s3

* fix

* fix

* fix leak

* fix

* fix docs

* fix

* linlt

* fix

* fix

* fix

* address comment

* address comment
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* add num_clients to kvstore

* update

* update

* update

* update

* update

* update

* update

* fix lint

* update

* update

* update

* add test

* update

* update

* update

* update

* fix test

* update

* update

* update

* update

* update

* update

* update
Co-authored-by: Da Zheng <zhengda1936@gmail.com>

* Fix (#1)

* Update

* Fix

* Fix

* Update

* Fix

* Fix

* Fix

* Fix

* Fixg

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Add test case

* Trigger CI (#2)

* Update

* Fix

* Fix

* Update

* Fix

* Fix

* Fix

* Fix

* Fixg

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Add test case

* test

* Fix (#3)

* Update

* Fix

* Fix

* Update

* Fix

* Fix

* Fix

* Fix

* Fixg

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Add test case

* test

* Fix

* Fix

* Roll back

* Roll back

* CI
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* start

* coo csr union partition

* lint

* lint

* lint

* Add matrix->data transform

* update

* Fix window compile

* Add CSR support for DisjointPartition

* lint

* Fix

* Use IdArray Op

* Concat ready

* Fix and all pass

* resolve comments

* Add union COO C++ test

* Add C++ test for csr

* lint

* triger

* Update include

* Fix merge

* test
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* dgl.subgraph support using Bool mask tensor

* support numpy boo tensor and add some test

* Update

* Fix docstring
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* add cub; array cumsum

* CSRSliceRows

* fix warning

* operator << for ndarray; CSRSliceRows

* add CSRIsSorted

* add csr_sort

* inplace coosort and outplace csrsort

* WIP: coo is sorted

* mv cuda_utils

* add AllTrue utility

* csr sort

* coo sort

* coo2csr for sorted coo arrays

* CSRToCOO from sorted

* pass tests for the new kernel changes

* cannot use inplace sort

* lint

* try fix msvc error

* Fix g.copy_to and g.asnumbits; ToBlock no longer uses CSC

* stash

* revert some hack

* revert some changes

* address comments

* fix

* fix to_block unittest

* add todo note

* fix debug compilation

* fix

* revert

* add train_dist.

* Fix sampling example.

* use distributed sampler.

* fix a bug in DistTensor.

* fix distributed training example.

* add graph partition.

* add command

* disable pytorch parallel.

* shutdown correctly.

* load diff graphs.

* add ip_config.txt.

* record timing for each step.

* use ogb

* add profiler.

* fix a bug.

* add train_dist.

* Fix sampling example.

* use distributed sampler.

* fix a bug in DistTensor.

* fix distributed training example.

* add graph partition.

* add command

* disable pytorch parallel.

* shutdown correctly.

* load diff graphs.

* add ip_config.txt.

* record timing for each step.

* use ogb

* add profiler.

* add Ips of the cluster.

* fix exit.

* support multiple clients.

* balance node types and edges.

* move code.

* remove run.sh

* Revert "support multiple clients."

* fix.

* update train_sampling.

* fix.

* fix

* remove run.sh

* update readme.

* update readme.

* use pytorch distributed.

* ensure all trainers run the same number of steps.

* Update README.md
Co-authored-by: Ubuntu <ubuntu@ip-172-31-16-250.us-west-2.compute.internal>

* add constraint.

* fix bugs.

* temp fix.

* fix lint

* add balance_ntypes and balance_edges

* add comments.

* fix.

* fix

* ogb-deepwalk

* update readme

* update readme

* update readme

* update readme

* ogbl-ddi

* readme

* citation&ppa
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* ogb-deepwalk

* update readme

* update readme

* update readme

* update readme

* ogbl-ddi

* readme
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* optimize sampling neighbors from the local partition.

* fix minior bugs.

* fix lint

* overlap local sampling and remote sampling.

* fix.

* fix lint.

* fix a potential bug.
Co-authored-by: Chao Ma <mctt90@gmail.com>

* Fix bugs in partitioning.

* add comment.

* fix lint.

* fix test.

* add more tests.

* simplify the fix

* fix.

* g.edata and g.ndata support multiple ntype and etype

* Add test case

* support g.srcdata and g.dstdata

* Fix test

* lint

* Fix

* Fix some comments

* lint
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>

* ogb-deepwalk

* update readme

* update readme

* update readme

* update readme
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* fix a bug.

* add msg for assert

* New version for the convolutional layer

* Minor changes

* Minor changes

* Update python/dgl/nn/pytorch/conv/chebconv.py
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com>

* Resolved variable miss-naming, import simplifying and raising warning

* Added dg_warnings instead of warnings.warn

* add doc

* upd

* upd
Co-authored-by: Zihao Ye <zihaoye.cs@gmail.com>
Co-authored-by: yzh119 <expye@outlook.com>

* update

* update

* update

* update

* update

* upd

* upd to_hetero

* fix #1641

* lint

* support null ndarray

* speed up

* placeholder

* fix

* lint

* lint

* fix

* done

* comment

* Update sampling.py

* Update sampling.py

* Update sampling.py
Co-authored-by: Da Zheng <zhengda1936@gmail.com>

* udp

* simplify

* sddmm dot cpu

* upd

* format

* upd

* compatible with MJ's PR

* lint

* upd

* upd

* upd

* python end

* upd

* upd

* lint

* lint

* upd

* upd

* upd

* upd

* upd

* lint

* fix mxnet

* upd

* lint

* use minjie's ptr

* macro

* upd

* reorg

* lint

* fix corner cases

* upd

* enrich cpu docs

* upd

* upd

* lint

* lint

* pylint

* sx review

* improve docstring

* python doc

* upd

* restructure

* lint

* upd test

* upd

* pylint

* fix corner cases and test