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Embedding parameter placement in NMT model #2

@sj6077

Description

@sj6077

Things to Change

According to NMT, embedding parameter goes to a worker if the number of embedding partitions is one. It happens in the Parallax, too.

Current Behavior

PS fails when the number of embedding partitions is one.

Expected Behavior

Work well regardless of the number of embedding partitions.

Failure Information (for bugs)

Failure Logs

How to Reproduce

Run NMT example with "num_embedding_partitions=1"

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