Systems and Methods for Efficient Data Preprocessing of Machine Learning Workloads
US-2024403138-A1 · Dec 5, 2024 · US
US9164792B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9164792-B2 |
| Application number | US-201414148383-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jan 6, 2014 |
| Priority date | Jan 6, 2014 |
| Publication date | Oct 20, 2015 |
| Grant date | Oct 20, 2015 |
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Executing a gather operation on a parallel computer that includes a plurality of compute nodes, including: dividing, by each task in an operational group of tasks, a send buffer containing contribution data into a plurality of chunks of data, each chunk of data located at an offset within the send buffer; sending, by each task in the operational group of tasks, one chunk of data to a root task through a data communications thread for each chunk of data; receiving the chunks of data by the root task; and storing, by the root task, each chunk of data in a receive buffer of the root task in dependence upon the offset of each chunk of data within the send buffer.
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What is claimed is: 1. An apparatus for executing a gather operation on a parallel computer that includes a plurality of compute nodes, the apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that, when executed by the computer processor, cause the apparatus to carry out the steps of: dividing, by each task in an operational group of tasks of a comput…
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