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This repository is for the COMS 6998 Practical Deep Learning System Performance course final project that I took at Columbia (https://www.cs.columbia.edu/education/ms/fall-2020-topics-courses/#e6998010). In this project, my teammate and I investigate parallelism in NLP. We experimented on how parallelism (e.g. using multi-head attention instead of recurrent connection and splitting input for inference) affects model performance (accuracy and speed-wise). More on it here http://bit.ly/pract-dl-final-report.
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30
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Add summarization script to view elapsed_time and bleu_score for each num_chunk scenario
05efb54View on GitHubAdd multiple_of and run_id args; Clip source and target length based on multiple_of
7ce0e18View on GitHub