e3eb3ee511
Fix distributed device mapping problem. ( #3313 )
...
Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-66.ec2.internal >
2021-11-04 05:47:56 +00:00
d7390763f0
[Distributed] Deprecate old DistEmbedding impl, use synchronized embedding impl ( #3111 )
...
* fix.
* fix.
* fix.
* fix.
* Fix test
* Deprecate old DistEmbedding impl, use synchronized embedding impl
* update doc
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 >
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-07-14 00:15:53 +08:00
aaec3d8a0b
[Distributed] Support hierarchical partitioning ( #3000 )
...
* add.
* fix.
* fix.
* fix.
* fix.
* add tests.
* support node split and edge split.
* support 1 partition.
* add tests.
* fix.
* fix test.
* use hierarchical partition.
* add check.
Co-authored-by: Zheng <dzzhen@3c22fba32af5.ant.amazon.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-22-57.us-west-2.compute.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-71-112.ec2.internal >
2021-06-16 16:58:23 +08:00
18dbaebebc
[Distributed] Specify the graph format for distributed training ( #2948 )
...
* explicitly set the graph format.
* fix.
* fix.
* fix launch script.
* fix readme.
Co-authored-by: Zheng <dzzhen@3c22fba32af5.ant.amazon.com >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-71-112.ec2.internal >
2021-05-26 18:09:30 +08:00
975eb8fc5d
[Distributed] Distributed node embedding and sparse optimizer ( #2733 )
...
* Draft for sparse emb
* add some notes
* Fix
* Add sparse optim for dist pytorch
* Update test
* Fix
* upd
* upd
* Fix
* Fix
* Fix bug
* add transductive exmpale
* Fix example
* Some fix
* Upd
* Fix lint
* lint
* lint
* lint
* upd
* Fix lint
* lint
* upd
* remove dead import
* update
* lint
* update unitest
* update example
* Add adam optimizer
* Add unitest and update data
* upd
* upd
* upd
* Fix docstring and fix some bug in example code
* Update rgcn readme
Co-authored-by: Ubuntu <ubuntu@ip-172-31-57-25.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-24-210.ec2.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-2-66.ec2.internal >
2021-05-03 08:37:40 +08:00
bfbbefa793
[Distributed] Fix a bug in multiprocessing sampling. ( #2826 )
...
Co-authored-by: Ubuntu <ubuntu@ip-172-31-73-81.ec2.internal >
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
2021-04-08 01:29:33 -07:00
e36c5db614
[Distributed] Simplify distributed API ( #2775 )
...
* remove num_workers.
* remove num_workers.
* remove num_workers.
* remove num-servers.
* update error message.
* update docstring.
* fix docs.
* fix tests.
* fix test.
* fix.
* print messages in test.
* fix.
* fix test.
* fix.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-132.us-west-1.compute.internal >
2021-03-29 19:19:23 -07:00
bb54206620
remove pyinstrument. ( #2772 )
...
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
2021-03-21 20:27:12 -07:00
28b0a76618
[Example] Provide instructions of setting up passwordless SSH login. ( #2707 )
2021-02-27 18:34:46 -08:00
6568d0aaf6
[Example] Recommend NFS over copy files ( #2689 )
...
* Update README to use NFS, rather than copying files
* Update README.md
* Update README.md
* Update README.md
* Add ParMetis
* Update README.md
* fix directory.
* fix
* redo.
* fix.
* update.
* add more descriptions
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
Co-authored-by: Quan Gan <coin2028@hotmail.com >
2021-02-25 20:20:52 +08:00
ff64bd0de8
add warning for a bug in README ( #2665 )
2021-02-16 00:16:40 -08:00
25ac334403
[Distributed] Heterogeneous graph support ( #2457 )
...
* 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
d06c540336
[Example] fix print info ( #2305 )
2020-10-29 09:20:27 +08:00
39260242a2
[Distributed Example] Check args.num_servers with DGL_NUM_SERVER ( #2203 )
...
* update
* update
* update
2020-09-16 14:31:47 +08:00
c53bf77452
[Distributed Example] Add --close_profiler option to train_dist.py ( #2199 )
...
* update
* update
2020-09-15 14:37:28 +08:00
0ced22c237
fix ( #2142 )
...
Co-authored-by: Ubuntu <ubuntu@ip-172-31-10-127.us-west-2.compute.internal >
Co-authored-by: Chao Ma <mctt90@gmail.com >
2020-09-15 14:19:16 +08:00
1b2658b926
update ( #2192 )
2020-09-14 15:35:39 +08:00
1aa25cb618
update ( #2191 )
2020-09-14 15:13:39 +08:00
55f3e92631
[Fix] use DistDataLoader instead of Pytorch’s DataLoader. ( #2182 )
...
Co-authored-by: hzliuchw <hzliuchw@corp.netease.com >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
2020-09-12 20:08:39 +08:00
e8273a8510
update README.md ( #2138 )
2020-09-02 15:42:28 +08:00
4327d7125d
[Distributed] Check num_workers and num_samplers ( #2108 )
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* check num_workers
* update
* update
* update
* update
* update
* update
2020-08-27 12:42:25 +08:00
283b2cfb96
[Distributed] Fix issues of GraphSage to support running on GPU ( #2084 )
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* fix issues on GPU
* update
* update
* update
* update
* update
* update
* update
* update
* update
Co-authored-by: Ma <manchao@38f9d3587685.ant.amazon.com >
2020-08-25 13:20:46 +08:00
eb9c067b08
[Distributed] Copy training scripts in copy_partitions.py ( #2010 )
...
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
2020-08-13 12:20:39 +08:00
98c1117d00
update ( #2007 )
2020-08-12 16:07:15 +08:00
f5d8fa8476
[Distributed] Fix all arguments to the format of xx_xxx ( #2005 )
...
* update
* update
2020-08-12 14:45:30 +08:00
d1cf5c383e
[Distributed] adjust various APIs. ( #1993 )
...
* rename get_data_size.
* remove g from DistTensor.
* remove g from DistEmbedding.
* clean up API of graph partition book.
* fix DistGraph
* fix lint.
* collect all part policies.
* fix.
* fix.
* support distributed sampler.
* remove partition.py
2020-08-11 20:22:00 -07:00
4efa332044
[Distributed] Move server start code to initialize. ( #2002 )
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* move server start code to initialize.
* fix.
* fix lint.
* fix examples.
* add more checks.
2020-08-11 16:58:18 -07:00
d340ea3aa8
[Distributed] Remove server_count from ip_config.txt ( #1985 )
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* remove server_count from ip_config.txt
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* lint
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* Update dist_context.py
* fix lint.
* make it work for multiple spaces.
* update ip_config.txt.
* fix examples.
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* udpate
* update
* update
* update
* update
* update
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal >
2020-08-11 17:41:48 +08:00
ee30b2aadd
[Distributed] Fix standalone ( #1974 )
...
* fix tests.
* fix.
* remove a test.
* make code work in the standalone mode.
* fix example.
* more fix.
* make DistDataloader work with num_workers=0
* fix DistDataloader tests.
* fix.
* fix lint.
* fix cleanup.
* fix test
* remove unnecessary code.
* remove tests.
* fix.
* fix.
* fix.
* fix example
* fix.
* fix.
* fix launch script.
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal >
2020-08-10 15:49:28 -07:00
4b8eaf205b
[Distributed] move feature copy to samplers in distributed GraphSage. ( #1975 )
...
* fix example.
* move feature copy to sampler.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal >
2020-08-08 09:19:09 -07:00
4f499c7ffb
[Distributed] DistDataloader ( #1901 )
...
* 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
* 111
* fix
* 111
* 111
* fff
* 1111
* 111
* 1325315
* ffff
* f???
* fff
* 1111
* 111
* fix
* 111
* asda
* 1111
* 11
* 123
* 啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊
* spawn
* 1231231
* up
* 111
* fix
* fix
* Revert "fix"
This reverts commit 7373f95312fdcaa36d2fc330bf242339e89c045d.
* fix
* fix
* 1111
* fix
* fix tests
* start kvclient as early as possible.
* lint
* fix test
* lint
* 1111
* fix
* fix
* 111
* fix
* fix
* 1
* fix
* fix
* lint
* fix
* lint
* lint
* remove quit
* fix
* lint
* fix
* fix several
* lint
* fix minor
* fix
* lint
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
2020-08-05 17:43:17 +08:00
a4c931a9bf
[Distributed] Support multiple servers ( #1886 )
...
* client init graph on the backup servers.
* fix.
* test multi-server.
* fix anonymous dist tensors.
* check #parts.
* fix init_data
* add multi-server multi-client tests.
* update tests in kvstore.
* fix.
* verify the loaded partition.
* fix a bug.
* fix lint.
* fix.
* fix example.
* fix rpc.
* fix pull/push handler for backup kvstore
* fix example readme.
* change ip.
* update docstring.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal >
2020-08-02 19:50:34 -07:00
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
4be4b13424
[Distributed] add copy_partitions.py ( #1866 )
...
* fix bugs.
* eval on both vaidation and testing.
* add script.
* update.
* update launch.
* make train_dist.py independent.
* update readme.
* update readme.
* update readme.
* update readme.
* generate undirected graph.
* rename conf_file to part_config
* use rsync
* make train_dist independent.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal >
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-115.us-west-2.compute.internal >
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com >
2020-07-31 11:11:56 -07:00
bcb988bdea
[Distributed] Small fix on launch script ( #1867 )
...
* update
* update
* update
* update
2020-07-27 13:44:14 +08:00
562871e76b
[Distributed] add distributed evaluation. ( #1810 )
...
* add eval.
* extend DistTensor.
* fix.
* add barrier.
* add more print.
* add more checks in kvstore.
* fix lint.
* get all neighbors for eval.
* reorganize.
* fix.
* fix.
* fix.
* fix test.
* add reuse_if_exist.
* add test for reuse_if_exist.
* fix lint.
* fix bugs.
* fix.
* print errors of tcp socket.
* support delete tensors.
* fix lint.
* fix
* fix example
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal >
2020-07-22 00:40:14 -07:00
5c92f6c218
[RPC] Rpc exit with explicit invocation ( #1825 )
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* exit client
* update
* update
* update
* update
* update
* update
* update
* update test
* update
* update
* update
* update
* update
* update
* update
* update
* update
2020-07-20 14:56:26 +08:00
ca9d3216d0
[Distributed] Distributed launching script ( #1772 )
...
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* update
* fix launch script.
Co-authored-by: Da Zheng <zhengda1936@gmail.com >
2020-07-16 10:20:57 -07:00
cda0abf75a
[Distributed] add the standalone mode in DistGraph ( #1800 )
...
* add standalone mode
* add comments.
* add tests for sampling.
* fix.
* make the code to run the standalone mode
* fix
* fix
* fix readme.
* fix.
* fix test
Co-authored-by: Chao Ma <mctt90@gmail.com >
2020-07-14 23:46:25 -07:00
a1472bcff6
[Distributed] Run distributed graph server inside DGL ( #1801 )
...
* run dist server in dgl.
* fix bugs.
* fix example.
* check environment variables and fix lint.
* fix lint
2020-07-14 07:41:44 -07:00
168a88e570
[Sampling] NodeDataLoader for node classification ( #1635 )
...
* 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 >
2020-07-02 16:31:05 +08:00
2c88f7c0b0
[Distributed] Split data to ensure data locality for multiple clients ( #1710 )
...
* 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.
2020-07-01 13:03:40 -07:00
02d3197407
[Distributed] Pytorch example of distributed GraphSage. ( #1495 )
...
* 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 >
2020-06-28 13:09:40 +08:00
xiang song(charlie.song)