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url : paper/traincheck-osdi25.bib
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arxiv :
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url : https://www.arxiv.org/abs/2506.14813
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+ talk :
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+ url : slides/traincheck_osdi25_slides.pdf
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software :
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url : https://github.com/OrderLab/TrainCheck
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+ coverages :
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+ - url : https://cse.engin.umich.edu/stories/improving-ai-models-automated-tool-detects-silent-errors-in-deep-learning-training
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+ site : CSE News
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+ - url : https://news.engin.umich.edu/2025/07/improving-ai-models-automated-tool-detects-silent-errors-in-deep-learning-training
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+ site : Michigan Engineering News
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+ - url : https://techxplore.com/news/2025-07-ai-automated-tool-silent-errors.html
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+ site : Tech Xplore
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- title : ' Deriving Semantic Checkers from Tests to Detect Silent Failures in Production Distributed Systems'
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conference : OSDI 2025
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year : 2025
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