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Improve the RAM usage for large files #250

@ZhiliangWu

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@ZhiliangWu

🚀 Motivation and context

We have saved multiple json tracing files, in total 200 GB. After putting these files into theanalyzer =TraceAnalysis(trace_files=, it takes memories up to 950GB according to htop.

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It would be really great if we can improve the efficiency of the tracing file loading.

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We have to use a machine with huge RAM available.

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