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Budgets module

This module mainly compare between a actual value of one model and a budget value. Currently, only ExceedBudget clas is implemented, which will return false if the model value exceed budget value setting in config.

  • Surpported Budgets

    layers: the Conv layers budget of the network.

    flops: the FLOPs budget of the network.

    model_size: the number of parameters budget of the network.

    latency: the latency budget of the network.

    max_feature: the max feature map budget for MCU of the network.

    efficient_score: the efficient score budget of the network.