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NgJiaWei
2021-06-11

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Google claims it is using A.I. to design chips faster than humans

Google said in a paper in the journal Nature on Wednesday that a chip that would take humans months to design can be dreamed up by its new AI in less than six hours.The AI has already been used to develop the latest iteration of Google’s tensor processing unit chips.The tech giant’s engineers noted in the paper that the breakthrough could have “major implications” for the semiconductor sector.Googleclaims that it has developed artificial intelligence software that can design computer chips faste

Google claims it is using A.I. to design chips faster than humans

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ongcjeric
·2021-06-11
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In these scenarios, the algorithms are trained to move pieces that increase their chances of winning the game but in the chip scenario the AI is trained to find the best combination of components in order to make it as computationally efficient as possible. The AI system was fed 10,000 chip floorplans in order to “learn” what works and what doesn’t.\nWhereas human chip designers typically lay out components in neat lines, Google’s AI uses a more scattered approach to design its chips. This isn’t the first time an AI system has gone rogue after learning how to perform a task off the back of human data. DeepMind’s famous “AlphaGo” AI made ahighly unconventional moveagainst Go world champion Lee Sedolin 2016that astounded Go players around the world.\nGoogle’s engineers noted in the paper that the breakthrough could have “major implications” for the semiconductor sector.\nFacebook’s chief AI scientist, Yann LeCun, hailed the research as “very nice work”on Twitter, adding “this is exactly the type of setting in which RL shines.”\nThe breakthrough was hailed as an “important achievement” that will “be a huge help in speeding up the supply chain” in aNature editorialon Wednesday.\nHowever, the journal said “the technical expertise must be shared widely to make sure the ‘ecosystem’ of companies becomes genuinely global.” It went on to stress “the industry must make sure that the time-saving techniques do not drive away people with the necessary core skills.”","news_type":1},"isVote":1,"tweetType":1,"viewCount":396,"commentLimit":10,"likeStatus":false,"favoriteStatus":false,"reportStatus":false,"symbols":[],"verified":2,"subType":0,"readableState":1,"langContent":"EN","currentLanguage":"EN","warmUpFlag":false,"orderFlag":false,"shareable":true,"causeOfNotShareable":"","featuresForAnalytics":[],"commentAndTweetFlag":false,"andRepostAutoSelectedFlag":false,"upFlag":false,"length":2,"xxTargetLangEnum":"ORIG"},"commentList":[{"id":4672912,"commentId":"4672912","gmtCreate":1623366128627,"gmtModify":1663228399825,"authorId":3576895774513119,"author":{"id":3576895774513119,"idStr":"3576895774513119","authorId":3576895774513119,"name":"ongcjeric","avatar":"https://static.tigerbbs.com/a4eece6de8f766cfa9770954976d8ae8","vip":1,"currentWearingBadge":{"badgeId":"44212b71d0be4ec88898348dbe882e03-3","templateUuid":"44212b71d0be4ec88898348dbe882e03","name":"President Tiger","description":"The transaction amount of the securities account reaches $1,000,000","bigImgUrl":"https://static.tigerbbs.com/fbeac6bb240db7da8b972e5183d050ba","smallImgUrl":"https://static.tigerbbs.com/436cdf80292b99f0a992e78750ac4e3a","grayImgUrl":"https://static.tigerbbs.com/506a259a7b456f037592c3b23c779599","redirectLinkEnabled":0,"hasAllocated":1,"isWearing":1,"stampPosition":0,"hasStamp":0,"allocationCount":1,"allocatedDate":"2024.03.23","exceedPercentage":"93.97%","individualDisplayEnabled":0,"individualDisplaySort":0,"categoryType":1101},"crmLevel":6,"crmLevelSwitch":0,"individualDisplayBadges":[]},"repliedAuthorId":0,"objectId":181093810,"objectIdStr":"181093810","type":1,"supId":0,"supIdStr":"0","prevId":0,"prevIdStr":"0","content":"Pls comment","text":"Pls comment","html":"Pls comment","likeSize":0,"commentSize":0,"subComments":[],"verified":10,"allocateAmount":0,"commentType":"invalid","coins":0,"score":0}],"hasMoreComment":true,"orderType":2}