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data_wrangle

FlexGen for Data Wrangling Tasks.

Here we show how to use FlexGen for the data wrangling tasks. The implementation follows the fm_data_tasks repo from HazyResearch.

Install

  • Run our install.sh scripts to install additional python library and download the desired datasets.

Examples

  • To check the outcome and verify the result of a data imputation task (e.g., Restaurant), run:

    bash test_single_query_case.sh
    
  • To test FlexGen Throughput of a data imputation task (e.g., Restaurant), run:

    bash test_batch_query.case.sh