Search Results for "cluster"
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Showing 2 open source projects for "cluster"
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DualPipe
A bidirectional pipeline parallelism algorithm
...The main goal of DualPipe is to maximize overlap between computation and communication phases during distributed training, thus reducing idle GPU time (i.e. “pipeline bubbles”) and improving cluster efficiency. Traditional pipeline parallelism methods (e.g. 1F1B or staggered pipelining) leave gaps because forward and backward phases can’t fully overlap with communication. DualPipe addresses that by scheduling micro-batches from both ends of the pipeline in a bidirectional fashion—i.e. some micro-batches flow forward while others flow backward—so that computation on one partition can coincide with communication for another. -
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IMPORTANT: The project moved over to github! You can find it at: https://github.com/exhuma/python-cluster
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