Sheng Wang created SINGA-113:
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Summary: Model/Hybrid Partition Support
Key: SINGA-113
URL: https://issues.apache.org/jira/browse/SINGA-113
Project: Singa
Issue Type: Bug
Reporter: Sheng Wang
Assignee: Sheng Wang
This ticket is to add model partition and hybrid partition.
model/hybrid partitions are achieved by adding assistant connection layers in
original neuralnet model to handle data/gradient messages between two connected
layers but on different machines.
The partition is transparent to users.
User just need to configure partition_dim field in NetProto:
partition_dim = 0 : data partition
partition_dim = 1 : model partition
User can overwrite partition_dim for a specific layer in LayerProto with the
same manner. This will result in hybrid partition.
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