def compute_f1(quant_result_dict, metric_category):
    for metric in metric_category:
        prec = quant_result_dict[metric + "_prec"]
        rec = quant_result_dict[metric + "_rec"]
        f1 = 2 * prec * rec / (prec + rec + 1e-5)
        quant_result_dict[metric + "_f1"] = f1
    return quant_result_dict