3bcb268a36
[Doc] Update distributed chapter according to new pipeline ( #4275 )
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* dist index chapter
* preproc chapter
* rst
* tools page
* partition chapter
* rst
* hetero chapter
* 7.1 step1
* add parmetis back
* changed based on feedback
* address comments
2022-08-17 13:30:04 +08:00
14e4e1b0f7
[Dist] enable to specify sort_etype for sample_etype_neighbours ( #4212 )
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* [Dist] enable to specify sort_etype for sample_etype_neighbours
* fix lint
* pass argument instead of env
* fix lint and doc string
* refine args
* remove unnecessary lines
* debug only
* debug add sort time log
* change interface
* fix typo
Co-authored-by: Xin Yao <xiny@nvidia.com >
2022-07-11 18:37:25 +08:00
ab1b28111d
[Dist] etype is not guaranteed to be sorted ( #4156 )
2022-06-23 09:23:08 +08:00
53835bdb75
[Dist][BugFix] enable sampling on bipartite ( #4014 )
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* [Dist][BugFix] enable sampling on bipartite
* add comments for tests
2022-05-18 10:14:54 +08:00
eb08ef3831
[Distributed] Edge-type-specific fanouts for heterogeneous graphs ( #3558 )
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* first commit
* second commit
* spaghetti unit tests
* rewrite test
2021-12-06 13:59:29 +08:00
f4fe518ff7
[Feature] Add a HINT for the per edge type sampler of heterogeneous DistGraph that highlighting the etypes are sorted already. ( #3260 )
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* 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
e5ed7adc12
[Distributed] Fix a bug in sampling an empty frontier ( #3298 )
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* 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
6f36dd6366
Cleanup some code in graph_services.py ( #3238 )
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* Fix bug
* Fix
* Fix
* upd
* Merge some code
* lint
2021-08-15 11:58:37 -07:00
cb4a83a233
[Distributed] Enable distributed EdgeDataLoader ( #3192 )
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* make heterogeneous find_edges
* add distributed EdgeDataLoader.
* fix.
* fix a bug.
* fix bugs.
* add tests on distributed heterogeneous graph sampling.
* fix.
Co-authored-by: Zheng <dzzhen@3c22fba32af5.ant.amazon.com >
2021-07-28 15:28:27 +08:00
ba7e7cf931
[New Feature] Per edge type sampler for to_homogeneous graphs. ( #3131 )
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* fix.
* fix.
* fix.
* fix.
* Fix test
* Deprecate old DistEmbedding impl, use synchronized embedding impl
* Basic imple of heterogeneous on homogenenous sampling
* make pass
* Pass C++ test
* Add python test code
* lint
* lint
* Add MultiLayerEtypeNeighborSampler
* Add unitest for single machine dataloader
* Add dist dataloader test for edge type sampler
* Fix lint
* fix
* support for per etype sample
* Fix some bug and enable distributed training with per edge sample
* fix
* Now distributed training works
* turn off some mxnet
* turn off mxnet for some dist test
* fix
* upd
* upd according to the comments
* Fix
* Fix test and now distributed works.
* upd
* upd
* Fix
* Fix bug
* remove dead code.
* upd
* Fix
* upd
* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-71-112.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-66.ec2.internal >
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
2021-07-28 11:51:32 +08:00
34426a98e9
[Distributed] Distributed heterograph training ( #3069 )
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* support hetero RGCN.
* fix.
* simplify code.
* sample_neighbors return heterograph directly.
* avoid using to_heterogeneous.
* compute canonical etypes in advance.
* fix tests.
* fix.
* fix distributed data loader for heterograph.
* use NodeDataLoader.
* fix bugs in partitioning on heterogeneous graphs.
* fix lint.
* fix tests.
* fix.
* fix.
* fix bugs.
* fix tests.
* fix.
* enable coo for distributed.
* fix.
* fix.
* fix.
* fix.
* fix.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-71-112.ec2.internal >
Co-authored-by: Zheng <dzzhen@3c22fba32af5.ant.amazon.com >
2021-07-17 10:57:00 +08:00
6e7f19f27b
[Distributed] add distributed in-degree and out-degree. ( #2918 )
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* add distributed in-degree and out-degree.
* update comments.
* fix a bug.
* add tests.
* add tests.
* fix a bug.
* fix docstring.
* update doc.
* fix
* fix.
Co-authored-by: Zheng <dzzhen@3c22fba32af5.ant.amazon.com >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
2021-05-18 19:46:09 +08:00
25ac334403
[Distributed] Heterogeneous graph support ( #2457 )
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* Distributed heterograph (#3 )
* heterogeneous graph partition.
* fix graph partition book for heterograph.
* load heterograph partitions.
* update DistGraphServer to support heterograph.
* make DistGraph runnable for heterograph.
* partition a graph and store parts with homogeneous graph structure.
* update DistGraph server&client to use homogeneous graph.
* shuffle node Ids based on node types.
* load mag in heterograph.
* fix per-node-type mapping.
* balance node types.
* fix for homogeneous graph
* store etype for now.
* fix data name.
* fix a bug in example.
* add profiler in rgcn.
* heterogeneous RGCN.
* map homogeneous node ids to hetero node ids.
* fix graph partition book.
* fix DistGraph.
* shuffle eids.
* verify eids and their mappings when loading a partition.
* Id map from homogneous Ids to per-type Ids.
* verify partitioned results.
* add test for distributed sampler.
* add mapping from per-type Ids to homogeneous Ids.
* update example.
* fix DistGraph.
* Revert "add profiler in rgcn."
This reverts commit 36daaed8b660933dac8f61a39faec3da2467d676.
* add tests for homogeneous graphs.
* fix a bug.
* fix test.
* fix for one partition.
* fix for standalone training and evaluation.
* small fix.
* fix two bugs.
* initialize projection matrix.
* small fix on RGCN.
* Fix rgcn performance (#17 )
Co-authored-by: Ubuntu <ubuntu@ip-172-31-62-171.ec2.internal >
* fix lint.
* fix lint.
* fix lint.
* fix lint.
* fix lint.
* fix lint.
* fix.
* fix test.
* fix lint.
* test partitions.
* remove redundant test for partitioning.
* remove commented code.
* fix partition.
* fix tests.
* fix RGCN.
* fix test.
* fix test.
* fix test.
* fix.
* fix a bug.
* update dmlc-core.
* fix.
* fix rgcn.
* update readme.
* add comments.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-202.us-west-1.compute.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-132.us-west-1.compute.internal >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-62-171.ec2.internal >
* fix.
* fix.
* add div_int.
* fix.
* fix.
* fix lint.
* fix.
* fix.
* fix.
* adjust.
* move code.
* handle heterograph.
* return pytorch tensor in GPB.
* remove some tests in example.
* add to_block for distributed training.
* use distributed to_block.
* remove unnecessary function in DistGraph.
* remove distributed to_block.
* use pytorch tensor.
* fix a bug in ntypes and etypes.
* enable norm.
* make the data loader compatible with the old format.
* fix.
* add comments.
* fix a bug.
* add test for heterograph.
* support partition without reshuffle.
* add test.
* support partition without reshuffle.
* fix.
* add test.
* fix bugs.
* fix lint.
* fix dataset.
* fix for mxnet.
* update docstring.
* rename to floor_div
* avoid exposing NodePartitionPolicy and EdgePartitionPolicy.
* fix docstring.
* fix error.
* fixes.
* fix comments.
* rename.
* rename.
* explain IdMap.
* fix docstring.
* fix docstring.
* update docstring.
* remove the code of returning heterograph.
* remove argument.
* fix example.
* make GraphPartitionBook an abstract class.
* fix.
* fix.
* fix a bug.
* fix a bug in example
* fix a bug
* reverse heterograph sampling.
* temp fix.
* fix lint.
* Revert "temp fix."
This reverts commit c450717b9f578b8c48769c675f2a19d6c1e64381.
* compute norm.
* Revert "reverse heterograph sampling."
This reverts commit bd6deb7f52998de76508f800441ff518e2fadcb9.
* fix.
* move id_map.py
* remove check
* add more comments.
* update docstring.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-202.us-west-1.compute.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-132.us-west-1.compute.internal >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-62-171.ec2.internal >
2021-01-24 19:18:00 -08:00
75ffc31f76
[Doc] Update the docstring of distributed APIs. ( #2025 )
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* add doc.
* update DistGraph.
* add DistTensor.
* update DistEmbedding.
* add partition.py
* add sampling.
* fix.
* add graph partition book and create a base class.
* fix test.
* add rst.
* update doc rst.
* update.
* fix.
* fix docs
* update distributed tensor and embeddings.
* add checks.
* update DistGraph.
* update initialization.
* fix graph partition book.
* update graph partition book.
* update partition.
* update partition.
* fix.
* add example code.
* update DistGraph
* Update python/dgl/distributed/dist_context.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* Update python/dgl/distributed/dist_context.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
* update initialize.
* update dataloader.
* update distgraph.
* update DistGraph.
* update DistTensor.
* update.
* more updates.
* fix lint.
* add num_nodes and num_edges
Co-authored-by: Chao Ma <mctt90@gmail.com >
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
2020-08-18 11:53:45 -07:00
edfbee2ca8
[Feature] Make sample_neighbors copy features on demand ( #2042 )
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* fix
* fix
* lint
* fix
* test
* fix
* fix
2020-08-18 22:25:19 +08:00
22167f7203
[Refactor] Enable new kernel in all message passing APIs ( #1953 )
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* WIP: frame refactor
* new frame
* simple update_all builtin
* move all subgraph routines into the same file
* sddmm & spmm schedule; node & edge udf
* degree bucketing
* some tricky 0deg corner cases
* bug in frame append
* merge test_hetero_basics and test_basics
* some code rearange
* fix test_heterograph
* add mean spmm
* enable all builtin combinations
* pass gpu test
* pass pytorch tests
* wip
* fix some pt debugging codes
* fix bug in mxnet backward
* pass all mxnet utests
* passed tf tests
* docstring
* lint
* lint
* fix broadcasting bugs
* add warning and clamp for mean reducer
* add test for zero-degree mean
* address comments
* lint
* small fix
2020-08-07 15:40:25 +08:00
56bbf9cb6d
[Distributed][Example] Distributed training for unsupervised graphsage ( #1853 )
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* Standalone can run
* fix
* Add save
* Fix
* Fix
* Fix
* Fix
* debug
* test
* test
* Fix
* Fix
* log
* Fix
* fix
* Profile
* auto sync grad
* update
* add test for unsupervised dist training
* upd
* Fix lr
* Fix update
* sync
* fix
* Revert "fix"
This reverts commit d5caa7398b36125f6d6e2c742a95c6ff4298c9e9.
* Fix
* unsupervised
* Fix
* remove debug
* Add test case for dist_graph find_edges()
* Fix
* skip tensorflow test for find_edges
* Update readme
* remove some test
* upd
* Update partition_graph.py
Co-authored-by: Ubuntu <ubuntu@ip-172-31-68-185.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-24-210.ec2.internal >
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
2020-08-01 12:24:55 -07:00
3e2f94ed20
[Distributed] Refactor distributed training to new DGLGraph. ( #1874 )
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* fix tests in partition.
* fix DistGraph.
* fix without shared memory.
* fix sampling.
* enable distributed test.
* fix tests.
* fix a bug in shared-mem heterograph.
* print better error messages.
* fix.
* don't specify formats.
* fix.
* fix
* small fix.
2020-07-28 22:07:24 -07:00
71cf78652d
Revert "[Distributed] DistDataloader ( #1870 )" ( #1876 )
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This reverts commit 6557291fdc
2020-07-28 17:57:57 +08:00
6557291fdc
[Distributed] DistDataloader ( #1870 )
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* 111
* 111
* fix
* 111
* fix
* 11
* fix
* lint
* Update __init__.py
* lint
* fix
* lint
* fix
* fix
* fix
* fix
* fix
* try fix
* try fix
* fix
* Revert "fix"
This reverts commit a0b954fd4e99b7df92b53db8334dcb583d6e1551.
* fixes.
* fix.
* fix test.
* fix exit.
* fix.
* fix
* fix
* lint
* lint
* lint
* fix
* Update .gitignore
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
2020-07-28 16:36:37 +08:00
015acfd2d8
[Distributed] Small fixes ( #1859 )
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* fix node/edge_split.
* fix partition.
* support heterograph interface.
* fix test.
* fix
* fix docstring.
2020-07-27 01:39:48 -07:00
167216afc8
[Distributed] add in_subgraph on DistGraph. ( #1755 )
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* add in_subgraph on DistGraph.
* check in more.
* fix test.
* add comments.
* fix test.
* update test.
* update.
* rename.
* update comment
* fix test
2020-07-08 14:39:21 -07:00
Minjie Wang