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作者 SHA1 备注 提交日期
Yuchen 7c771d0d6c [BugFix] fix #3429 and update results of caregnn (#3441) 
* squeeze node labels in FraudDataset

* fix RLModule

* update results in README.md

* fix KeyError in full graph training

Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
 2021-11-10 16:00:12 +08:00
Shaked Brody db78fac5df Update gatv2conv.py doc (#3486) 2021-11-09 11:08:04 +08:00
Xin Yao b717c8bf0d [BugFix] Fix bugs in GPU sampling and enable unit tests for dataloaders on the GPU (#3474) 
* enable unit tests for dataloader on the GPU

* fix compatibility

* copyright

* fix linting

Co-authored-by: nv-dlasalle <63612878+nv-dlasalle@users.noreply.github.com>
 2021-11-04 10:34:56 -07:00
Mufei Li f46080a4d1 [Feature] k-hop Subgraph Extraction (#3458) 
* Update

* Fix

* Fix

* Update

* Update

* Update

* Fix CI

* Fix

* Fix

* Fix

* Update

* Update

* Update

* Fix

* Fix

* Fix for TF
 2021-11-04 15:47:35 +08:00
Shaked Brody e2f33fd5cc [NN][Model] GATv2 (#3473) 
* [Model][Core] GATv2

* lint

* gatv2conv.py

* lint

* lint

* style and docs

* lint

* gatv2conv fix

Co-authored-by: Shaked Brody shakedbr@campus.technion.ac.il <shakedbr@tangerine.cslcs.technion.ac.il>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
 2021-11-03 21:55:56 +08:00
Quan (Andy) Gan cac25f636f fix compatibility with PyTorch 1.10 (#3454) 2021-10-29 09:33:08 +08:00
Kamil Kamiński 51c6509704 [NN] Add EGATConv nn.module (#3425) 
* added nn pytorch egatconv

* aligned with test build

* aligned with test build

* fixed wihite spaces

* fixed wihite spaces

* fixed wihite spaces

* added missing egatconv in imports

* added indentation in forward

* GATConv based implementation

* removed **kw_args

* added dgl relative imports

* PR corrections

* added DGL Error to EGATConv imports

* Update test_nn.py

Co-authored-by: Argusmocny <k.kaminski@cent.uw.edu.pl>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
 2021-10-28 00:38:08 +08:00
Jinjing Zhou a9c83bce15 Fix #3437 (#3440) 2021-10-26 17:56:48 +08:00
Xin Yao a8c81018c5 [Sampling] Implement dgl.compact_graphs() for the GPU (#3423) 
* gpu compact graph template

* cuda compact graph draft

* fix typo

* compact graphs

* pass unit test but fail in training

* example using EdgeDataLoader on the GPU

* refactor cuda_compact_graph and cuda_to_block

* update training scripts

* fix linting

* fix linting

* fix exclude_edges for the GPU

* add --data-cpu & fix copyright
 2021-10-20 22:07:35 -07:00
Cheng Wan ff94ee80b1 [BugFix] Avoid Memory Leak Issue in PyTorch Backend (#3386) 
* try to avoid memory leak

* try to avoid memory leak

* avoid memory leak with no hope

* Revert "avoid memory leak with no hope"

This reverts commit c77befe9479f46758e744642f66dd209b50eef7d.

* no message

* Update sparse.py

* Update tensor.py

Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
 2021-10-18 17:24:54 +08:00
Quan (Andy) Gan b81bb91465 [Bug] Fix edge exclusion still not working for full neighbor sampling (#3424) 2021-10-15 17:51:56 +08:00
nv-dlasalle b81efb2b2d [PyTorch][Bugfix] Use uint8 instead of bool in pytorch to be compatible with nightly version (#3406) 
* Use uint8 instead of bool in pytorch

* Handle type aliases

* Fix syntax error

Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
 2021-10-14 17:34:55 +08:00
Quan (Andy) Gan 5d4f6bca2a [Fix] Fix edge ID exclusion not working in EdgeDataLoader (#3412) 2021-10-14 14:37:54 +08:00
Rhett Ying 8798872f54 [Bug] Do not skip graphconv even no edge exists (#3416) 2021-10-14 14:34:42 +08:00
Rhett Ying 7c7b60be18 [BugFix] add count_nonzero() into SA_Client (#3417) 2021-10-12 06:17:30 -07:00
Rhett Ying 2d88db5a3c [Bug] check dtype before convert to gk (#3414) 2021-10-12 14:34:40 +08:00
Israt Nisa 532eaa879b backward now stores DGLGraph index,not DGLGraph object witattached data (#3410) 
Co-authored-by: Israt Nisa <nisisrat@amazon.com>
 2021-10-11 14:08:01 +08:00
Rhett Ying f9fd7fd7f7 [BugFix] extract gz into target dir (#3389) 2021-09-30 11:35:40 +08:00
Rhett Ying e234fcfa8f [Feature] enable create/set/free cuda stream for internal use (#3334) 
* [Feature] enable create/set/free cuda stream for internal use

* add unit test

* fix unit test failure on mxnet and tf

* refactor stream wrapper

* fix lint error

* fix lint error
 2021-09-29 15:35:02 +08:00
Jingcheng Yu 5cf48fc69c [Feature] Implement one thread multiple socket (#3200) 
Co-authored-by: JingchengYu94 <jingchengyu94@gmail.com>
 2021-09-27 21:45:52 -07:00
mszarma bc14829fb3 [Feature] Exclude edges in sample_neighbors (#2971) 
* [Feature] Exclude edges in sample_neighbors

Extending sample_neighbors and sample_frontier
API to support exclude_edges parameter.

exclude_edges support tensor and dict data
Feature enable excluding certain edges
during neighborhood sampling
Exclude_edges contains EID's of edges
which will be excluded
during neighbor picking for seed nodes.

Added test case for heterograph and homograph
RFC issue id: 2944

* compatibility

* fix

* fix

Co-authored-by: Quan Gan <coin2028@hotmail.com>
 2021-09-22 02:15:56 +08:00
Kay Liu fecd6f3c50 [BugFix] fix typo in fakenews dataset variable name (#3363) 2021-09-21 22:06:26 +08:00
jwyyy bc5cac4426 fix broadcast tensor dim (#3351) 
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
 2021-09-19 21:49:56 +08:00
nv-dlasalle 2647afc9b3 [Performance][Feature] Add src_nodes paramter to to_block() to avoid cost running unique() when available. (#2973) 
* Add lhs_nodes are paremeter to to_block

* Update unit test

* Switch to simplified node conversion

* Switch lhs_nodes to be in/out parameter

* Update docs

Co-authored-by: Da Zheng <zhengda1936@gmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
 2021-09-16 09:05:16 +08:00
xiang song(charlie.song) a609b4f023 [Bugfix] Fix #3291 (#3333) 
* Fix #3291

* update

* fix

* Unit key

* Fix

Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-66.ec2.internal>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
 2021-09-14 08:57:20 +08:00
esang 6454c791b8 [Bugfix] Fix bugs of farthest_point_sampler (#3327) 
* fix start_idx

* fix the bug when cuda > 0

Co-authored-by: Tong He <hetong007@gmail.com>
 2021-09-10 17:50:06 +08:00
Israt Nisa d17b299a13 [Feature] Update edge features (apply_edge) for heterogeneous graph (#3250) 
* rgcn with new heterograph API

* apply_edge() forward for multi relation

* undoing changes from rgcn-hetero

* backward apply_edge(copy_u) added

* unittest for apply_edge(copy_e)

* Compatible with new PRs

* resolving conflict with master

* Bringing back change after resolving conflict

* minor

* minor

Co-authored-by: Israt Nisa <nisisrat@amazon.com>
 2021-09-09 22:39:08 +08:00
Israt Nisa 298e4fa627 [Feature] Support builtin binary message function for heterogenenous graph (#3273) 
* Added binary builtinMsgFunc forward() for heterograph

* Added backward for u_op_v

* Supports all binary builtin forward

* Supports binary message funcs with reduce func sum

* lint check

* removed import torch from unittest

* enabled GPU test

* lint check

* Fixed docstrings

* rename func get_hs_id

* edited comment

Co-authored-by: Israt Nisa <nisisrat@amazon.com>
 2021-09-07 10:01:33 -07:00
Quan (Andy) Gan 75d793a1bc Update dataloader.py (#3322) 2021-09-06 12:16:03 +08:00
xiang song(charlie.song) f4fe518ff7 [Feature] Add a HINT for the per edge type sampler of heterogeneous DistGraph that highlighting the etypes are sorted already. (#3260) 
* pass cpp test

* distgraph use sorted edge flag.

* lint

* triger

* update test

Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-66.ec2.internal>
 2021-09-01 15:36:01 +08:00
nv-dlasalle a53783c81d [Performance] Only copy and slice index's in subcolumn when data is used. (#2930) 
* Make column double indices lazy

* Copy indices to proper contexts

* Fix initialization

* Add unit test

* Fix unit test for tensorflow

* Remove unused member

Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
 2021-08-30 19:17:25 -07:00
Da Zheng e5ed7adc12 [Distributed] Fix a bug in sampling an empty frontier (#3298) 
* handle empty frontiers.

* fix lint.

* fix

Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-202.us-west-1.compute.internal>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
 2021-08-29 10:54:46 -07:00
NiklasBeierl 152760f66d [Doc] Note for HeteroGraphConv / Doc build problems (#3149) 
* Doc: HetGConv note for `edge_type_subgraph`

For the rational behind this note see the discussion in #3003.

* WIP: Requirements for building the docs.

Had to install all these packages to get further with building the docs.

Didn't successfully build them yet, tho.

* Test

* Update

* Update hetero.py

* Update hetero.py

Co-authored-by: Ubuntu <ubuntu@ip-172-31-13-32.us-west-2.compute.internal>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
 2021-08-29 03:14:43 +08:00
Konstantinos Vandikas 79305862ec allow for configuring default_dir (#3277) 
* allow for configuring default_dir

* allow for using DGLDEFAULTDIR environment variable

* Update env_var.rst

Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
 2021-08-27 01:29:49 +08:00
Rhett Ying 9cc85aed62 [Doc] fix formula in RelGraphConv (#3285) 
* [Doc] fix formula in RelGraphConv

* refine descriptions
 2021-08-25 17:59:17 +08:00
Quan (Andy) Gan b4cd60a952 fix relgraphconv bug (#3256) 2021-08-23 17:29:14 +08:00
Rhett Ying 8341244a2d [Doc] fix formula display issue in EdgeWeightNorm (#3275) 
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
 2021-08-21 21:59:26 +08:00
nv-dlasalle 7f9279397a [Feature][DistDGL] Add NCCL support for range based partitions (#3213) 
* Implement range based NDArrayPartition

* Finish implement range based partition support

* Add unit test

* Fix whitepace

* Add Kernel suffix

* Fix argument passing

* Add doxygen docs and improve variable naming

* Add unit test

* Add function for converting a partition book

* Add example to partition_op docs

* Fix dtype conversion for mxnet and tensorflow
 2021-08-19 21:17:55 -07:00
Chen Kai 75fca8e4e8 [bugfix] fix the bug of DotGatConv when compute the edge_softmax (#3272) 
Co-authored-by: Zihao Ye <expye@outlook.com>
 2021-08-20 09:19:00 +08:00
nv-dlasalle f634950825 [Performance][Feature] Implement edge excluding in EdgeDataLoader on GPU (#3226) 
* Update filter code

* Add unit tests

* Fixes

* Switch to indices

* Rename functions

* Fix linting

* Fix whitespace

* Add doc

* Fix heterograph

* Change workspace allocation

* Fix linting

* Fix docs in filter.py

* Add todo

Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
 2021-08-19 12:24:15 -07:00
Zihao Ye 76af2a2ef3 [perf] Remove activation cache if not required. (#3258) 
* upd

* fix

* upd
 2021-08-17 17:14:51 +08:00
blokhinnv 31772b142e fixed typos in docs and docstring (#3231) 
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
 2021-08-16 13:58:45 +08:00
xiang song(charlie.song) 6f36dd6366 Cleanup some code in graph_services.py (#3238) 
* Fix bug

* Fix

* Fix

* upd

* Merge some code

* lint
 2021-08-15 11:58:37 -07:00
Alex Morehead 1b350e9319 Fix small typo in knn_graph() documentation (#3244) 2021-08-12 14:23:27 +08:00
xiang song(charlie.song) cd2cf606db [Bugfix] Fix bug introduced by https://github.com/dmlc/dgl/pull/3131 (#3234) 
* Fix bug

* Fix

* Fix

* upd

* trigger
 2021-08-10 11:36:57 +08:00
xiang song(charlie.song) bcf92f6c21 [Bugfix] Distributed training can not work with dgl.dataloading.negative_sampler (#3215) 
* Fix dist negative data loader bug

* upd

* Fix

Co-authored-by: Da Zheng <zhengda1936@gmail.com>
 2021-08-06 20:41:20 +08:00
nv-dlasalle 4d9beb3b7b [Fix] FIx check for num_workers for using ScalarDataBatcher (#3219) 
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
 2021-08-06 17:56:15 +08:00
Mufei Li 8c2f8ff84a Update citation_graph.py (#3221) 2021-08-06 15:57:42 +08:00
freeliuzc 45858d6803 [feature] add count_nonzero function for DistTensor (#3203) 
* add count_nonzero function for DistTensor

* change the load method of local data

Co-authored-by: liuzichang04 <liuzichang04@meituan.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Da Zheng <zhengda1936@gmail.com>
 2021-08-05 10:47:50 -07:00
Yuchen 4ae13bd270 [bugfix] Fix force_reload parameter of FraudDataset (#3210) 
* enable force_reload of FraudDataset

* rewrite hash_key in FraudDataset
 2021-08-03 13:14:17 +08:00