存浜烘哄ぇ澶娣憋杩绡ラㄧ骇绔蹇

瀵艰

╁戒娈甸《灏存冲ㄩ╁介灏搴璋锋Deep Mind㈤寮浜哄伐鸿界郴缁Alpha Go归藉琛ㄧず锛娣变俊繁灏璧㈠缁┿缁杈璧㈣捐锛瀵逛琛ㄧず涓浣浠浜AI杩/存杩封磋缇や瑷锛璇ヤ互浠涔濮垮跨杩洪澶т瀵瑰筹

1.娣辫PK浜哄伐鸿Alpha Go

璇磋捣ワ杩宸茬汉宸ユ鸿界涓娆″浜虹被姣璧涓妫浜╁1997骞达涓娣辫瓒绾ц绠哄ㄥ介璞℃涓涓璧介璞℃℃缃澶娣辫瓒绾ц绠猴界惰浜哄伐鸿界搴Alpha Go濂藉涓浜锛浣跺浜哄伐鸿界搴瑕浠ヨ绠轰涓鸿浇浣藉伐浣锛灏卞ぇ涔瑕韬琛姝わ瀹浠惧ㄤ璧锋杈骞朵濂瓒绾ц绠烘涓灞锛充娇澶╂惧＄ц戒瓒杩浜700GFLOPS娣辫宸茬娓璺涓涓姝ュ拌╁浜涓澶ф煎涓涓涓蹇瓒绾ц绠烘浠藉澶╂渤2锛舵ц借揪颁33.86PFLOPS锛娣辫璁＄虹30涓

ｄ锛璺娣辫璁＄虹告锛璋锋Alpha Goц藉峰姝ゅ璋锋剧ㄣ躲蹇涓琛ㄨ充涓汉宸ユ鸿界郴缁绔锛朵腑绉帮Alpha Go浜哄伐鸿界璁＄鸿48涓CPU8涓GPU浠技涔娉灏涓よ惧ㄤ璧风存姣杈锛涓Alpha Goㄤ璁＄骞冲涓杩琛锛浠浠ラ杩绔浜瀵规璁＄烘版ヨ琛澶ф姣杈锛姣濡块浜

2015骞12锛块浜瀵瑰寮鹃ц借绠°杩浜璁＄虹烘诞硅绠藉11TFLOPS濡璋锋璁＄烘ц戒块浜杩璇锛ｄAlpha Go椹卞ㄧ纭欢ц借冲繁1000

2.浜烘哄ぇ锛杩娆′负浣涓存锛

璇磋捣存浜哄伐鸿斤浠藉灏戒瑙ｄ浜锛涓杩浜绯诲颁

ｆ涓烘哄ㄦ浜虹被锛涓涓抽氨存ユ涔存楂搴浜浜虹被烘э存妫绾垫í19锛361涓氦癸娑扮藉虹灞㈡伴澶у杈3^361锛澶ц寸浣10^170锛宸茬娴扮瀹瀹涓瀛伴10^80锛介璞℃澶у2^155绉灞杩涔姒蹇碉浼肩绾垫í19锛361涓氦癸褰㈡浜娴╃瀹瀹浠ユ浜鸿锛存浜虹被烘х濂芥父涔杩浜洪娴锛浜哄伐鸿斤AI锛瑕卞骞存芥浜虹被锛浠ヨユ涓绱锛杩烘璧藉ㄤ璇锛瓒充互璇存浜哄伐鸿界绌跺凡缁揪版伴搴

3.AI涓存锛绌剁澶撅

剧1锛存瀵瑰虹娲荤纭锛纭妫涓涓妫姝绘椿烘锛浣瑕娓妤涓妫椿甯稿伴剧锛涓锛杩绉浼兼浼兼椿舵ㄤ绌跺ㄦ娲绘绱㈡AI存灞涓涓剧广

剧2锛妫褰浜虹被褰㈣薄缁寸规э妫瀵规褰㈢瑙瀹ㄤ璧浜韩缁锛杩绉瑙版版璐抽涔姘村钩楂浣蹇浜虹被妫涓挎氮璐硅繁妫瀛璋版诲诲规椿妫褰㈡璋拌炬芥繁姝荤妫褰瑕璧AI杩绉瀵规褰㈢瑙锛汉宸ユ鸿介复瑕璇鹃

剧3锛姝ゅ锛杩瑕绌剁规绠娉ヨВ冲揩璇锛佃存绋搴璁¤甯╄杩: 浜蹇妯″规锛灏变炬绋搴╃ㄦ绛ュ妫浠ヨ锛妯″娉存寮绋搴瑕缁ㄥ锛楂妯″娉寮绋搴姘村钩锛褰佃妯″灞拌戒汉规讹佃存妫绂讳涓涔娈靛氨涓杩浜

绠ヨ锛涓归存瑙甯稿锛姣姝ョ璋达戒浜х村斤杩瀵规哄ㄧ璁＄藉瑕姹寰楂涓归充娇哄ㄤ腑瀛ㄤ瓒冲澶宸叉存澶ф版变存瑙澶绋搴妫娉棰娴藉锛瀵规哄ㄧ搴藉娣卞害瀛藉撮瑕姹

4.涓存杩涔澶锛AI浠涔锛

涓㈣ｄ撅鹃AI灏辨病轰浜锛NO NO NO~

涓轰昏触浜虹被锛绌惰浠垮轰澶фㄢ杩灏辨汉宸ユ鸿介颁浠ｇ哄ㄥ涔锛machine learning锛褰㈠娣卞害瀛(deep learning)寮哄瀛锛reinforcement learning锛

娣卞害瀛姒蹇垫㈠璇璇达灏辨璁＄哄汉涓峰瀛浼缁哄ㄥ涔涓锛娣卞害瀛璁＄虹瀛浜虹被绁缁缁璧锋ワ璁╄绠鸿富瀛姣濡锛涓变汉璇璁＄鸿跺瀹ヨ琛璇拌璁＄烘渚澶ч剧版璁╁繁瀛锛跺富褰㈡姒蹇碉灏卞汉绫诲ぇ瑙瑙ｆ峰搴浜峰娣卞害瀛藉浜哄伐鸿界郴缁锛浠ュ┚杞鸿讹姹借溅灏辫戒富ㄦ浣ㄥ寸璺碉杩藉ㄤ冲搁ㄨ荤璇棰

寮哄瀛涓璇ヨ涓哄瀛杩涓璁烘琛涓哄涔澶璇楠杩绋锛浠ㄦ澧舵灏稿ㄤ瀹绫讳技浜缁缁涓涓夸衡锛寮哄瀛浠ュ虹ラ╋骞挎搴ㄤ妫璧拌糠瀹涓绫诲腑杩绉渚璧浜ぇ版寮哄ぇ璁＄藉琚О涓衡娣卞害瀛ｆｆ哄ㄥ涔锛浣胯绠哄浠ュㄦ浜哄涓典锛瀹缁楂搴涓璁涓涓浜哄＋藉浠诲★宠杩涓瀹躲

澶锛涓轰杈惧版撮杩绠藉锛璋锋杩Alpha Goュ颁涓涓1202涓CPU缁缃缁涓杩浣垮杩涓汉宸ユ鸿界郴缁璁＄藉ㄥョ虹涓澧浜24缁绠锛Alpha Goц藉ぇ绾繁璁＄虹2.5涓宸杩涓濂绠锛濡浜虹被涓骞磋界1000灞锛AI涓澶╁氨界100涓灞浠Alpha Go瑕缁浜瓒冲璁锛杩藉昏触浜虹被姣绔锛浜虹被ㄩ挎堕寸涓妫姣璧变蹇跺戒茬疮锛杩锛浣哄ㄤ浼

涓杩璋锋ｄ挎藉硅〃绀猴充娇哄ㄧ璧锛浜虹被浠耽瀹躲充娇AlphaGo哄ㄦ缁璧筹瀵逛汉宸ユ鸿芥纰惧浜虹被锛渚跺锛浠蹇杩浜锛浜哄伐鸿藉借寰跨璺璧般

5.涓浜烘哄ぇ

01

娣辫℃缃澶

1997骞达缇IBM娣辫瓒绾ц绠烘繁浠ヤ涓璐涓骞崇缁╂浜褰朵绗介璞℃澶у℃缃澶涓鸿耽瀹躲

02

娴疆澶╂浜虹被璞℃澶у

2006骞寸娴疆澶╂瓒绾ц绠猴浜虹被璞℃澶у涓褰癸ㄦ缁宸宄板充腑锛璁搁跺涓氮娼ぉ姊袱娴疆澶╂涓浜鸿繁瓒寮虹杩绠藉

03

ㄦ瀛告妫浜虹被

2011骞达娣辫ㄥ寮watson锛娌妫ㄧ借哄遍╄竟缂涓涓や浜虹被锛骞惰寰

04

Alpha Go浠5:0瀹娆ф床妯楹

2016骞1锛缇借胺姝涓浜哄伐鸿(AI)寮DeepMind(浣浜卞)存佃杞欢AlphaGo(垮娉存)璐ヤ涓妫妯楹撅寮ㄧ娌炽

杩21涓绾绉瀛绌朵ぇ版浜哄伐鸿藉拌瀹锛浠浜绫诲扮琛寮娉㈠版浜洪┚椹躲璁＄锛杩涓颁涓朵唬锛浠骞稿涓朵腑锛杩涔璁告绾璁烘璧杈璧㈡存瓒ｃ

锛绔ユ锛The verge锛缂璇锛锛ㄥ瀹瑰鸿ヨ灏辨蹇存涓汉宸ユ鸿姐浣锛甯锛瀹＄锛涓界瀛㈣ㄥ绌舵 夸寒澹绔锛杞浇璇锋鸿腑藉井淇″锛