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6e7f19f27b
* 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>
102 lines
2.2 KiB
ReStructuredText
102 lines
2.2 KiB
ReStructuredText
.. _api-distributed:
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dgl.distributed
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=================================
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.. automodule:: dgl.distributed
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Initialization
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---------------
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.. autosummary::
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:toctree: ../../generated/
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initialize
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Distributed Graph
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-----------------
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.. autoclass:: DistGraph
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:members: ndata, edata, idtype, device, ntypes, etypes, number_of_nodes, number_of_edges, node_attr_schemes, edge_attr_schemes, rank, find_edges, get_partition_book, barrier, local_partition, num_nodes, num_edges, get_node_partition_policy, get_edge_partition_policy, get_etype_id, get_ntype_id, nodes, edges, out_degrees, in_degrees
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Distributed Tensor
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------------------
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.. autoclass:: DistTensor
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:members: part_policy, shape, dtype, name
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Distributed Node Embedding
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---------------------
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.. currentmodule:: dgl.distributed.nn.pytorch
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.. autoclass:: NodeEmbedding
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Distributed embedding optimizer
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-------------------------
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.. currentmodule:: dgl.distributed.optim.pytorch
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.. autoclass:: SparseAdagrad
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:members: step
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.. autoclass:: SparseAdam
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:members: step
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Distributed workload split
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--------------------------
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.. autosummary::
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:toctree: ../../generated/
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node_split
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edge_split
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Distributed Sampling
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--------------------
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Distributed DataLoader
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``````````````````````
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.. currentmodule:: dgl.distributed.dist_dataloader
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.. autoclass:: DistDataLoader
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Distributed Neighbor Sampling
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`````````````````````````````
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.. currentmodule:: dgl.distributed.graph_services
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.. autosummary::
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:toctree: ../../generated/
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sample_neighbors
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find_edges
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in_subgraph
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Partition
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---------
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Graph partition book
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````````````````````
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.. currentmodule:: dgl.distributed.graph_partition_book
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.. autoclass:: GraphPartitionBook
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:members: shared_memory, num_partitions, metadata, nid2partid, eid2partid, partid2nids, partid2eids, nid2localnid, eid2localeid, partid, map_to_per_ntype, map_to_per_etype, map_to_homo_nid, map_to_homo_eid
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.. autoclass:: PartitionPolicy
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:members: policy_str, part_id, partition_book, to_local, to_partid, get_part_size, get_size
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Split and Load Graphs
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`````````````````````
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.. currentmodule:: dgl.distributed.partition
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.. autosummary::
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:toctree: ../../generated/
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load_partition
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load_partition_book
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partition_graph
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