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StanleyLsx avatar StanleyLsx commented on May 25, 2024

请教一个问题,predict.py代码在cpu下的性能压测竟然比GPU下快,不知道楼主有没有遇到过,谢谢。

predict_one函数是单个单个的处理每个句子,每个句子处理在CPU,然后输入模型的batch_size是1,GPU利用效率不高,这个接口是用来简单测试模型效果的,不建议作为预测接口使用哈。
如果需要线上部署,建议保存为pb格式然后使用tf-servering提供服务。

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