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What is Software Variable

Chapter 8
Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms
Dataflow variable that existing only during compile time, which describes the execution graph.
Published in Chapter:
Implementation Details of Rule-Based Algorithms Using Dataflow
Copyright: © 2022 |Pages: 8
DOI: 10.4018/978-1-7998-8350-0.ch008
Abstract
This chapter presents dataflow paradigm in general and cyclic execution graphs, auto-loop offsets, and counters as key points for acceleration and discusses implementation details of iterative rule based algorithms on the dataflow accelerators. Auto-loop offsets create buffers in cyclic execution graphs for streaming results from previous iteration to the next. Counters control input and outputs of the execution graph based on auto-loop offsets. It is shown how part of an algorithm (iterative steps) can be migrated using advanced optimization constructs.
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