Python TopKSamplerの例

コード例 #1

ファイル: functions.py プロジェクト: deepmipt/deepy

def set_sampler(opt, sampling_algorithm, data_loader):
    if "beam" in sampling_algorithm:
        opt.eval.bs = int(sampling_algorithm.split("-")[1])
        sampler = BeamSampler(opt, data_loader)
    elif "topk" in sampling_algorithm:
        opt.eval.k = int(sampling_algorithm.split("-")[1])
        sampler = TopKSampler(opt, data_loader)
    else:
        sampler = GreedySampler(opt, data_loader)

    return sampler

コード例 #2

ファイル: functions.py プロジェクト: RogerHeederer/compac

def set_sampler(opt, sampling_algorithm, data_loader):
    if "beam" in sampling_algorithm:
        opt.eval.bs = int(sampling_algorithm.split("-")[1])
        sampler = BeamSampler(opt, data_loader)
    elif "topk" in sampling_algorithm:
        # print("Still bugs in the topk sampler. Use beam or greedy instead")
        # raise NotImplementedError
        opt.eval.k = int(sampling_algorithm.split("-")[1])
        sampler = TopKSampler(opt, data_loader)
    else:
        sampler = GreedySampler(opt, data_loader)

    return sampler