{"id":4092,"date":"2024-07-15T16:15:52","date_gmt":"2024-07-15T08:15:52","guid":{"rendered":"https:\/\/nullthought.net\/?p=4092"},"modified":"2025-12-01T11:45:54","modified_gmt":"2025-12-01T03:45:54","slug":"%e7%94%a8%e4%ba%8e%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e6%8e%a8%e7%90%86%e7%9a%84%e6%95%b4%e6%95%b0%e9%87%8f%e5%8c%96%ef%bc%9a%e5%8e%9f%e7%90%86%e4%b8%8e%e7%bb%8f%e9%aa%8c%e8%af%84%e4%bc%b0","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=4092","title":{"rendered":"\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u63a8\u7406\u7684\u6574\u6570\u91cf\u5316\uff08Integer Quantization\uff09\uff1a\u539f\u7406\u4e0e\u7ecf\u9a8c\u8bc4\u4f30"},"content":{"rendered":"\n<p>\u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u63a8\u7406\u7684\u6574\u6570\u91cf\u5316\uff08Quantization\uff09\uff0c\u8fd9\u7bc7\u8bba\u6587<a href=\"https:\/\/arxiv.org\/abs\/2004.09602\" target=\"_blank\" rel=\"noreferrer noopener\">\u300a\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u63a8\u7406\u7684\u6574\u6570\u91cf\u5316\uff1a\u539f\u7406\u4e0e\u7ecf\u9a8c\u8bc4\u4f30\u300b\uff08<em>Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation<\/em>\uff09<\/a>\u662f<strong>\u8f83\u65e9\u6df1\u5165\u7814\u7a76<\/strong>\u7684\u3002\u968f\u540e\uff0c\u5728AI\u6a21\u578b\u4f4e\u4f4d\u5316\u6574\u578b\u91cf\u5316\u5904\u7406\u65b9\u9762\u7684\u7814\u5236\u9010\u6e10\u589e\u591a\uff0c\u4e14\u6210\u679c\u9010\u6e10\u4e30\u5bcc\u3002<\/p>\n\n\n\n<p>\u8bba\u6587\u4f5c\u8005\u4e3aHao Wu, Patrick Judd, Xiaojie Zhang, Mikhail Isaev, Paulius Micikevicius\uff0c\u6765\u81eaNvidia\u548cGeorgia Institute of Technology\u3002<\/p>\n\n\n\n<p>\u8bba\u6587\u5185\u5bb9\u6982\u8981\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h4 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