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《中间人先生》为时长半小时的影集，启发自 2005 年澳洲电影《The Magician》，由该电影编导暨主演史考特雷恩（Scott Ryan）主创，聚焦身兼多重身分的雷休史密斯（Ray Shoesmith，电影原主角），描述他在成为父亲、前夫、男友、挚友以及枪手时所发生的种种故事。故宫运车在陕西华县遭遇日本特工伏击，被押运部队击散，顺利抵达西安。夜里日本人又来抢劫，再次死伤惨重，守军连长孙继海趁机偷走了十二幅国宝级古画，藏在妓院，途中遗失了著名的《清明上河图》。国宝丢失，重庆震怒，国内外哗然，一时间各路人马纷纷进入西安，展开了激烈的争夺。文人关清书喜唱皮影，泡妓院，是关中第一风流才子。只因他无意中用一只葫芦鸡换了《清明上河图》，灾难也随之而来：继母为保国宝被日本特务……秦旷就搛起鸡翅，放入口中，轻轻吸吮，皮肉离骨，落在舌尖，含着青笋的香气。回想起来，因为最肤浅的理由而成为警察的川合麻依非常后悔。860010-1119060300Demo Xia: I downloaded all the popular frameworks at present. I ran for the examples in different frames and looked at the results. I just thought it was good. Then I thought, well, in-depth learning is just like that. It's not too difficult. This kind of person, I met a lot during the interview, many students or just changed careers came up to talk about a demo, handwritten number recognition, CIFAR10 data image classification and so on, but you asked him how the specific process of handwritten number recognition was realized? Is the effect now good and can it be optimized? Why should the activation function choose this, can it choose another? Can you explain the principle of CNN briefly? I'm overwhelmed.