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Population module

Currently, Only a simple population class is implemented, which maintain the Populaiton. The information in Population consists of different ranked list, including Structure_info, ACC, Score, Paramters, FLOPs, Latency, Layers, Stages. More information for the candidate structure could be added freely.

  • Population Class

    init_population: Initialize population parameters and information list.

    update_population: Update the individual network information that meets the searched budgets.

    rank_population: Rank the Population info list with ACC.

    merge_shared_data: Merge different Population info between different threads.

    export_dict: Export the whole Population info list to a dict for the searching process.

    get_individual_info: Get the individual network information with index.