{"id":7121,"date":"2026-10-09T07:11:04","date_gmt":"2026-10-08T23:11:04","guid":{"rendered":"https:\/\/wanluu.com\/?p=7121"},"modified":"2026-10-09T07:11:04","modified_gmt":"2026-10-08T23:11:04","slug":"%e6%a8%a1%e6%8b%9f%e8%ae%a1%e7%ae%97%e4%b8%ba%e4%bd%95%e8%83%bd%e7%aa%81%e7%a0%b4%e8%8b%b1%e4%bc%9f%e8%be%be%e7%9a%84%e8%83%bd%e6%95%88%e5%a4%a9%e8%8a%b1%e6%9d%bf%ef%bc%9f%e5%bf%86%e9%98%bb%e5%99%a8","status":"publish","type":"post","link":"https:\/\/wanluu.com\/index.php\/2026\/10\/09\/%e6%a8%a1%e6%8b%9f%e8%ae%a1%e7%ae%97%e4%b8%ba%e4%bd%95%e8%83%bd%e7%aa%81%e7%a0%b4%e8%8b%b1%e4%bc%9f%e8%be%be%e7%9a%84%e8%83%bd%e6%95%88%e5%a4%a9%e8%8a%b1%e6%9d%bf%ef%bc%9f%e5%bf%86%e9%98%bb%e5%99%a8\/","title":{"rendered":"\u6a21\u62df\u8ba1\u7b97\u4e3a\u4f55\u80fd\u7a81\u7834\u82f1\u4f1f\u8fbe\u7684\u80fd\u6548\u5929\u82b1\u677f\uff1f\u5fc6\u963b\u5668\u5b58\u50a8\u903b\u8f91\u4e00\u4f53\u67b6\u6784\u7684\u771f\u76f8"},"content":{"rendered":"<div class=\"wanlu-ai-article wanlu-ai-blog-style 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AI\u539f\u521b\u5f3a\u5173\u8054\u914d\u56fe<\/figcaption><\/figure>\n<blockquote><p><strong>\u6838\u5fc3\u95ee\u9898\uff1a<\/strong>GPU\u5728\u51af\u00b7\u8bfa\u4f9d\u66fc\u67b6\u6784\u4e0b\uff0c\u6570\u636e\u5fc5\u987b\u4eceHBM\u663e\u5b58\u642c\u8fd0\u5230SRAM\u7f13\u5b58\u518d\u8fdb\u5165\u8ba1\u7b97\u5355\u5143\uff0c\u5f80\u8fd4\u529f\u8017\u8fdc\u9ad8\u4e8e\u5b9e\u9645\u8ba1\u7b97\u529f\u8017\u3002\u6a21\u578b\u8d8a\u5927\uff0c\u74f6\u9888\u8d8a\u4e25\u91cd\u3002<\/p><\/blockquote>\n<p>\u8fd9\u662f\u4e00\u4e2a\u5df2\u88ab\u5927\u91cf\u7814\u7a76\u9a8c\u8bc1\u7684\u4e8b\u5b9e\u3002\u5f53\u6a21\u578b\u53c2\u6570\u8d85\u8fc7\u663e\u5b58\u5bb9\u91cf\u65f6\uff0c\u8fd8\u9700\u8981\u8de8GPU\u751a\u81f3\u8de8\u670d\u52a1\u5668\u642c\u8fd0\u6743\u91cd\uff0c\u5ef6\u8fdf\u548c\u529f\u8017\u8fdb\u4e00\u6b65\u6076\u5316\u3002\u8fb9\u7f18\u90e8\u7f72\u573a\u666f\u5c24\u5176\u654f\u611f\u2014\u2014\u65e0\u4eba\u673a\u3001\u624b\u673a\u3001\u7269\u8054\u7f51\u8bbe\u5907\u6839\u672c\u6ca1\u6709\u5197\u4f59\u529f\u7387\u9884\u7b97\u3002<\/p>\n<p>\u4e1a\u754c\u5bf9\u8fd9\u4e2a\u95ee\u9898\u6709\u51e0\u79cd\u5e94\u5bf9\u8def\u5f84\uff1a\u66f4\u5927\u5e26\u5bbd\u7684HBM4\u3001\u66f4\u9ad8\u6548\u7684\u7f51\u7edc\u4e92\u8054\u3001\u6a21\u578b\u538b\u7f29\u4e0e\u84b8\u998f\u3002\u4f46\u5b83\u4eec\u7684\u5171\u540c\u5c40\u9650\u662f\uff1a\u4f9d\u7136\u5728\u51af\u00b7\u8bfa\u4f9d\u66fc\u6846\u67b6\u5185\u4fee\u4fee\u8865\u8865\uff0c\u6ca1\u6709\u6539\u53d8&#8221;\u5b58\u7b97\u5206\u79bb&#8221;\u7684\u6839\u672c\u67b6\u6784\u3002<\/p>\n<h2>\u5fc6\u963b\u5668\u662f\u4ec0\u4e48\uff1a\u4ece\u7406\u8bba\u9884\u8a00\u5230\u5b9e\u7269\u5236\u9020<\/h2>\n<p>\u5fc6\u963b\u5668\uff08Memristor\uff09\u7684\u6982\u5ff5\u6700\u65e9\u7531\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u7684\u8521\u5c11\u68e0\u6559\u6388\u4e8e1971\u5e74\u63d0\u51fa\u3002\u4ed6\u4ece\u5bf9\u79f0\u6027\u89d2\u5ea6\u63a8\u5bfc\uff1a\u5982\u679c\u7535\u538b\u4e0e\u7535\u6d41\u7684\u5173\u7cfb\u5b9a\u4e49\u4e86\u7535\u963b\uff0c\u7535\u8377\u4e0e\u78c1\u901a\u7684\u5173\u7cfb\u5b9a\u4e49\u4e86\u7535\u611f\uff0c\u90a3\u4e48\u7535\u538b\u4e0e\u7535\u8377\u3001\u7535\u6d41\u4e0e\u78c1\u901a\u4e4b\u95f4\u4e5f\u5e94\u8be5\u5b58\u5728\u4e00\u79cd\u57fa\u672c\u5143\u4ef6\u3002<\/p>\n<p>\u8fd9\u4e2a\u5143\u4ef6\u5c31\u662f\u5fc6\u963b\u5668\u2014\u2014\u5b83\u7684\u7535\u963b\u503c\u53d6\u51b3\u4e8e\u6d41\u8fc7\u5b83\u7684\u7535\u8377\u5386\u53f2\u3002\u7b80\u5355\u8bf4\uff0c\u5b83\u8bb0\u5f97\u81ea\u5df1\u66fe\u7ecf\u6d41\u8fc7\u591a\u5c11\u7535\uff0c\u5e76\u636e\u6b64\u4fdd\u6301\u5f53\u524d\u7684\u963b\u6001\u30022008\u5e74\uff0c\u60e0\u666e\u5b9e\u9a8c\u5ba4\u5728\u4e8c\u6c27\u5316\u949b\u8584\u819c\u4e2d\u9996\u6b21\u5236\u5907\u51fa\u5177\u6709\u5fc6\u963b\u7279\u6027\u7684\u5668\u4ef6\uff0c\u9a8c\u8bc1\u4e86\u8521\u5c11\u68e0\u7684\u9884\u8a00\u3002<\/p>\n<p>\u5fc6\u963b\u5668\u7684\u7269\u7406\u7ed3\u6784\u5e76\u4e0d\u590d\u6742\u3002\u4e24\u7aef\u662f\u91d1\u5c5e\u7535\u6781\uff0c\u4e2d\u95f4\u5939\u7740\u4e00\u5c42\u8584\u91d1\u5c5e\u6c27\u5316\u7269\u3002\u5728\u7535\u538b\u4f5c\u7528\u4e0b\uff0c\u6c27\u5316\u7269\u4e2d\u7684\u6c27\u7a7a\u4f4d\u4f1a\u79fb\u52a8\u5e76\u5f62\u6210\u5bfc\u7535\u7ec6\u4e1d\uff0c\u4f7f\u5668\u4ef6\u4ece\u9ad8\u963b\u6001\uff08HRS\uff09\u5207\u6362\u5230\u4f4e\u963b\u6001\uff08LRS\uff09\u3002\u64a4\u53bb\u7535\u538b\u540e\uff0c\u7ec6\u4e1d\u5f62\u6001\u4fdd\u6301\u4e0d\u53d8\uff0c\u7535\u963b\u6001\u5f97\u4ee5\u8bb0\u5fc6\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u5fc6\u963b\u5668\u5929\u7136\u9002\u5408\u77e9\u9635\u4e58\u6cd5<\/h2>\n<p>\u795e\u7ecf\u7f51\u7edc\u7684\u6838\u5fc3\u8fd0\u7b97\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u77e9\u9635\u4e58\u6cd5\u3002\u6570\u5b57\u82af\u7247\u6267\u884c\u77e9\u9635\u4e58\u6cd5\u9700\u8981\u9010\u884c\u9010\u5217\u642c\u8fd0\u6743\u91cd\u6570\u636e\uff0c\u800c\u5fc6\u963b\u5668\u53ef\u4ee5\u505a\u5230\u5728\u5b58\u50a8\u5355\u5143\u5185\u5b8c\u6210\u4e58\u6cd5\u8fd0\u7b97\u3002<\/p>\n<p>\u5173\u952e\u673a\u5236\u57fa\u4e8e\u4e24\u6761\u7ecf\u5178\u7269\u7406\u5b9a\u5f8b\uff1a\u6b27\u59c6\u5b9a\u5f8b\uff08V = I \u00d7 R\uff09\u548c\u57fa\u5c14\u970d\u592b\u7535\u6d41\u5b9a\u5f8b\uff08\u8282\u70b9\u7535\u6d41\u4e4b\u548c\u4e3a\u96f6\uff09\u3002\u5fc6\u963b\u5668\u4ea4\u53c9\u9635\u5217\u7684\u6bcf\u4e00\u884c\u4ee3\u8868\u4e00\u4e2a\u5411\u91cf\uff0c\u6bcf\u4e00\u5217\u4ee3\u8868\u4e00\u7ec4\u6743\u91cd\u3002\u5f53\u884c\u7ebf\u65bd\u52a0\u7535\u538b\u65f6\uff0c\u6d41\u8fc7\u6bcf\u4e2a\u5fc6\u963b\u5668\u7684\u7535\u6d41\u5927\u5c0f\u7531\u7535\u538b\u548c\u963b\u503c\u7684\u4e58\u79ef\u51b3\u5b9a\u3002<\/p>\n<pre><code>\u5217\u7ebf\u603b\u7535\u6d41 I_total = \u03a3(V_row \u00d7 1\/R_cell)<\/code><\/pre>\n<p>\u8fd9\u4e2a\u6c42\u548c\u8fc7\u7a0b\u5728\u6a21\u62df\u57df\u5185\u77ac\u95f4\u5b8c\u6210\uff0c\u4e0d\u9700\u8981\u6570\u5b57\u4e58\u6cd5\u5668\u548c\u7d2f\u52a0\u5668\u7684\u53c2\u4e0e\u3002\u4e00\u4e2aN\u00d7N\u7684\u4ea4\u53c9\u9635\u5217\u53ef\u4ee5\u4e00\u6b21\u6027\u5b8c\u6210\u6574\u4e2a\u77e9\u9635\u5411\u91cf\u4e58\u6cd5\uff0c\u800cFPGA\u6216GPU\u9700\u8981N\u00b2\u6b21\u4e32\u884c\u4e58\u6cd5\u7d2f\u52a0\u64cd\u4f5c\u3002<\/p>\n<blockquote><p><strong>\u80fd\u6548\u5dee\u5f02\u7684\u6765\u6e90\uff1a<\/strong>\u5728\u8de8\u9635\u5217\u642c\u8fd0\u6570\u636e\u65f6\uff0c\u6bcf\u6761\u5bfc\u7ebf\u4e0a\u7684\u7535\u5bb9\u5145\u653e\u7535\u6d88\u8017\u80fd\u91cf\u3002\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u6d88\u9664\u4e86&#8221;\u6570\u636e\u79fb\u52a8&#8221;\u8fd9\u4e00\u6700\u5927\u529f\u8017\u6765\u6e90\uff0c\u5c06\u8ba1\u7b97\u4e0e\u5b58\u50a8\u7269\u7406\u4f4d\u7f6e\u5408\u4e00\u3002<\/p><\/blockquote>\n<h2>\u6280\u672f\u6210\u719f\u5ea6\uff1a\u4ece\u5b9e\u9a8c\u5ba4\u5230\u6d41\u7247\u8bd5\u4ea7<\/h2>\n<p>\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u5df2\u7ecf\u8de8\u8d8a\u4e86\u539f\u7406\u9a8c\u8bc1\u9636\u6bb5\uff0c\u76ee\u524d\u5904\u4e8e\u5de5\u7a0b\u5316\u843d\u5730\u7a97\u53e3\u671f\u3002\u5168\u7403\u6709\u591a\u6761\u6280\u672f\u8def\u7ebf\u5e76\u884c\u63a8\u8fdb\uff0c\u5404\u81ea\u7684\u6210\u719f\u5ea6\u5dee\u5f02\u8f83\u5927\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6280\u672f\u8def\u7ebf<\/th>\n<th>\u4ee3\u8868\u673a\u6784<\/th>\n<th>\u5f53\u524d\u72b6\u6001<\/th>\n<th>\u4e3b\u8981\u6311\u6218<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>ReRAM\uff08\u963b\u53d8\u5b58\u50a8\u5668\uff09<\/td>\n<td>\u4e09\u661f\u3001SK\u6d77\u529b\u58eb\u3001Crossbar<\/td>\n<td>\u5c0f\u6279\u91cf\u6d41\u7247<\/td>\n<td>\u5668\u4ef6\u5747\u5300\u6027\u4e0e\u5faa\u73af\u5bff\u547d<\/td>\n<\/tr>\n<tr>\n<td>PCM\uff08\u76f8\u53d8\u5b58\u50a8\u5668\uff09<\/td>\n<td>\u82f1\u7279\u5c14\u3001\u7f8e\u5149<\/td>\n<td>\u5546\u7528\u5b58\u8d2e\u5668\u5df2\u91cf\u4ea7<\/td>\n<td>\u5199\u5165\u529f\u8017\u8f83\u9ad8\uff0c\u5bc6\u5ea6\u53d7\u9650<\/td>\n<\/tr>\n<tr>\n<td>FeRAM\uff08\u94c1\u7535\u5b58\u50a8\u5668\uff09<\/td>\n<td>\u5bcc\u58eb\u901a\u3001\u53f0\u79ef\u7535<\/td>\n<td>\u6210\u719f\u5546\u7528<\/td>\n<td>\u96c6\u6210\u5ea6\u4f4e\uff0c\u96be\u4ee5\u5927\u89c4\u6a21\u5b58\u7b97\u4e00\u4f53<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u65cb\u7535\u5b50\u5668\u4ef6<\/td>\n<td>\u591a\u5bb6\u5b66\u672f\u56e2\u961f<\/td>\n<td>\u5b9e\u9a8c\u5ba4\u9636\u6bb5<\/td>\n<td>\u5de5\u827a\u517c\u5bb9\u6027\u5f85\u9a8c\u8bc1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e09\u661f\u7684ReRAM\u5b58\u7b97\u4e00\u4f53\u82af\u7247\u5df2\u5728\u90e8\u5206IoT\u4f20\u611f\u5668\u4e2d\u5b9e\u73b0\u5c0f\u89c4\u6a21\u90e8\u7f72\uff0c\u4e3b\u8981\u7528\u4e8e\u4f4e\u529f\u8017\u6a21\u5f0f\u8bc6\u522b\u4efb\u52a1\u3002Crossbar\u516c\u53f8\u7684ANNA\u5e73\u53f0\u5219\u9762\u5411\u66f4\u901a\u7528\u7684\u63a8\u7406\u573a\u666f\uff0c\u58f0\u79f0\u5728Transformer\u67b6\u6784\u4e0a\u5b9e\u73b0\u4e86\u8d85\u8fc7\u4f20\u7edfGPU\u6570\u5341\u500d\u7684\u80fd\u6548\u6bd4\u3002<\/p>\n<p>\u4f46\u9700\u8981\u5ba2\u89c2\u8bf4\u660e\uff1a\u76ee\u524d\u6240\u6709\u516c\u5f00\u6570\u636e\u5747\u6765\u81ea\u5382\u5546\u53d1\u5e03\u6216\u5b66\u672f\u8bba\u6587\uff0c\u7f3a\u5c11\u72ec\u7acb\u7b2c\u4e09\u65b9benchmark\u7684\u5b8c\u6574\u9a8c\u8bc1\u3002\u5b66\u672f\u754c\u5bf9\u5fc6\u963b\u5668\u9635\u5217\u7684\u975e\u7406\u60f3\u7279\u6027\uff08\u5668\u4ef6\u566a\u58f0\u3001\u4e32\u6270\u3001\u7f16\u7a0b\u8bef\u5dee\uff09\u5df2\u6709\u5145\u5206\u8ba8\u8bba\uff0c\u8fd9\u4e9b\u4f1a\u5728\u5b9e\u9645\u7cfb\u7edf\u4e2d\u663e\u8457\u5f71\u54cd\u7cbe\u5ea6\u3002<\/p>\n<h3>\u4e3b\u6d41\u6280\u672f\u8def\u7ebf\u6a2a\u5411\u5bf9\u6bd4<\/h3>\n<ul>\n<li><strong>ReRAM\uff08\u963b\u53d8\u5b58\u50a8\u5668\uff09\uff1a<\/strong>\u4e0eCMOS\u5de5\u827a\u517c\u5bb9\u6027\u6700\u597d\uff0c\u5f00\u5173\u6bd4\u9ad8\uff0c\u8bfb\u5199\u901f\u5ea6\u8f83\u5feb\uff0c\u662f\u76ee\u524d\u5546\u4e1a\u5316\u8fdb\u5c55\u6700\u5feb\u7684\u8def\u7ebf\u3002<\/li>\n<li><strong>PCM\uff08\u76f8\u53d8\u5b58\u50a8\u5668\uff09\uff1a<\/strong>\u82f1\u7279\u5c14\u4e0e\u7f8e\u5149\u5df2\u5b9e\u73b0\u5546\u7528\uff0c\u4f46\u5199\u5165\u529f\u8017\u8f83\u9ad8\uff0c\u4e14\u6676\u6001\u4e0e\u975e\u6676\u6001\u4e4b\u95f4\u7684\u8f6c\u6362\u901f\u5ea6\u9650\u5236\u4e86\u65f6\u949f\u9891\u7387\u3002<\/li>\n<li><strong>FeRAM\uff08\u94c1\u7535\u5b58\u50a8\u5668\uff09\uff1a<\/strong>\u6210\u719f\u5ea6\u6700\u9ad8\uff0c\u4f46\u96c6\u6210\u5bc6\u5ea6\u4f4e\uff0c\u96be\u4ee5\u6784\u5efa\u5927\u89c4\u6a21\u4ea4\u53c9\u9635\u5217\uff0c\u66f4\u9002\u5408\u72ec\u7acb\u5b58\u7b97\u800c\u975e\u5b58\u7b97\u4e00\u4f53\u3002<\/li>\n<\/ul>\n<h3>\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u7cfb\u5217\u82af\u7247\u5173\u952e\u6307\u6807\u53c2\u8003<\/h3>\n<ul>\n<li><strong>\u80fd\u6548\u4e0a\u9650\uff1a<\/strong>Crossbar ANNA\u5e73\u53f0\u5ba3\u79f0\u5728Transformer\u63a8\u7406\u4e2d\u8fbe\u5230\u6bcf\u74e6\u6570\u767eTOPS\uff0c\u7ea6\u6bd4\u540c\u4efb\u52a1GPU\u9ad8\u6570\u5341\u500d\u3002<\/li>\n<li><strong>\u7cbe\u5ea6\u7ea6\u675f\uff1a<\/strong>\u6a21\u62df\u8ba1\u7b97\u5929\u7136\u9002\u54088bit\u53ca\u4ee5\u4e0b\u7cbe\u5ea6\u63a8\u7406\uff0cFP64\u7b49\u9ad8\u7cbe\u5ea6\u573a\u666f\u4e0d\u9002\u7528\u3002<\/li>\n<li><strong>\u9762\u79ef\u5f00\u9500\uff1a<\/strong>\u5916\u56f4ADC\/DAC\u548c\u6821\u51c6\u7535\u8def\u7ea6\u5360\u603b\u82af\u7247\u9762\u79ef\u768420%-30%\uff0c\u662f\u5f53\u524d\u8bbe\u8ba1\u4f18\u5316\u7684\u91cd\u70b9\u65b9\u5411\u3002<\/li>\n<\/ul>\n<h2>\u771f\u6b63\u843d\u5730\u7684\u5e94\u7528\u573a\u666f\u5728\u54ea\u91cc<\/h2>\n<p>\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u5e76\u975e\u4e07\u80fd\u89e3\u836f\uff0c\u5b83\u6709\u81ea\u5df1\u7684\u9002\u7528\u8fb9\u754c\u3002\u7406\u89e3\u8fb9\u754c\u6bd4\u76f2\u76ee\u4e50\u89c2\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-2\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/10\/wanlu-ai-body-7121-1-T20hb5.png\" alt=\"\u6a21\u62df\u8ba1\u7b97\u4e3a\u4f55\u80fd\u7a81\u7834\u82f1\u4f1f\u8fbe\u7684\u80fd\u6548\u5929\u82b1\u677f\uff1f\u5fc6\u963b\u5668\u5b58\u50a8\u903b\u8f91\u4e00\u4f53\u67b6\u6784\u7684\u771f\u76f8\uff1b\u5c0f\u8282\uff1a\u771f\u6b63\u843d\u5730\u7684\u5e94\u7528\u573a\u666f\u5728\u54ea\u91cc\uff1b\u753b\u9762\u4f9d\u636e\uff1a\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u5e76\u975e\u4e07\u80fd\u89e3\u836f\uff0c\u5b83\u6709\u81ea\u5df1\u7684\u9002\u7528\u8fb9\u754c\u3002\u7406\u89e3\u8fb9\u754c\u6bd4\u76f2\u76ee\u4e50\u89c2\u66f4\u6709\u4ef7\u503c\u3002 \u8fb9\u7f18AI\u63a8\u7406\uff1a\u5bf9\u80fd\u8017\u6781\u5ea6\u654f\u611f\u7684\u7ec8\u7aef\u8bbe\u5907\uff0c\u5982\u667a\u80fd\u6444\u50cf\u5934\u3001\u53ef\u7a7f\u6234\u5065\u5eb7\u76d1\u6d4b\u5668\u3001\u5de5\u4e1a\u632f\u52a8\u4f20\u611f\u5668\u3002\u8fd9\u4e9b\u573a\u666f\u8981\u6c42\u6a21\u578b\u5728\u5fae\u74e6\u81f3\u6beb\u74e6\u7ea7\u529f\u8017\u4e0b\u6301\u7eed\u8fd0\u884c\u3002 \u8fd1\u4f20\u611f\u5668\u8ba1\u7b97\uff1a\u5c06\u611f\u77e5\u4e0e\u8ba1\u7b97\u5408\u5e76\u5728\u540c\u4e00\u5c01\u88c5\u5185\uff0c\u51cf\u5c11\u4f20\u611f\u5668\u6570\u636e\u5916\u4f20\u7684\u5e26\u5bbd\u538b\u529b\u548c\u529f\u8017\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u96f7\u8fbe\u4fe1\u53f7\u5904\u7406\u4e2d\u6709\u660e\u786e\u9700\u6c42\u3002 \u4e8b\u4ef6\u9a71\u52a8\u578b\u4efb\u52a1\uff1a\u4e0e\u4f20\u7edf&quot;\u4e0d\u65ad\u91c7\u6837-\u4e0d\u65ad\u8ba1\u7b97&quot;\u6a21\u5f0f\u4e0d\u540c\uff0c\u5b58\u7b97\u4e00\u4f53\u66f4\u9002\u5408\u7a00\u758f\u89e6\u53d1\u578b\u8ba1\u7b97\uff0c\u53ea\u5728\u4e8b\u4ef6\u53d1\u751f\u65f6\u542f\u52a8\u5904\u7406\u3002 \u76ee\u524d\u4e0d\u9002\u5408\u7684\u573a\u666f\u5305\u62ec\uff1a\u9700\u8981\u6781\u9ad8\u7cbe\u5ea6\uff08FP64\uff09\u7684\u79d1\u5b66\u8ba1\u7b97\u3001\u5927\u89c4\u6a21\u8bad\u7ec3\u4efb\u52a1\u3001\u5b9e\u65f6\u89c6\u9891\u6e32\u67d3\u7b49\u9700\u8981\u5927\u663e\u5b58\u548c\u590d\u6742\u63a7\u5236\u6d41\u7684\u5e94\u7528\u3002\u8fd9\u4e9b\u9886\u57dfGPU\u548c\u4e13\u7528\u52a0\u901f\u5668\u4ecd\u6709\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f18\u52bf\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a\u633d\u9e7f\u8d44\u8baf\u7f51 \u00b7 AI\u539f\u521b\u5f3a\u5173\u8054\u914d\u56fe<\/figcaption><\/figure>\n<ul>\n<li><strong>\u8fb9\u7f18AI\u63a8\u7406\uff1a<\/strong>\u5bf9\u80fd\u8017\u6781\u5ea6\u654f\u611f\u7684\u7ec8\u7aef\u8bbe\u5907\uff0c\u5982\u667a\u80fd\u6444\u50cf\u5934\u3001\u53ef\u7a7f\u6234\u5065\u5eb7\u76d1\u6d4b\u5668\u3001\u5de5\u4e1a\u632f\u52a8\u4f20\u611f\u5668\u3002\u8fd9\u4e9b\u573a\u666f\u8981\u6c42\u6a21\u578b\u5728\u5fae\u74e6\u81f3\u6beb\u74e6\u7ea7\u529f\u8017\u4e0b\u6301\u7eed\u8fd0\u884c\u3002<\/li>\n<li><strong>\u8fd1\u4f20\u611f\u5668\u8ba1\u7b97\uff1a<\/strong>\u5c06\u611f\u77e5\u4e0e\u8ba1\u7b97\u5408\u5e76\u5728\u540c\u4e00\u5c01\u88c5\u5185\uff0c\u51cf\u5c11\u4f20\u611f\u5668\u6570\u636e\u5916\u4f20\u7684\u5e26\u5bbd\u538b\u529b\u548c\u529f\u8017\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u96f7\u8fbe\u4fe1\u53f7\u5904\u7406\u4e2d\u6709\u660e\u786e\u9700\u6c42\u3002<\/li>\n<li><strong>\u4e8b\u4ef6\u9a71\u52a8\u578b\u4efb\u52a1\uff1a<\/strong>\u4e0e\u4f20\u7edf&#8221;\u4e0d\u65ad\u91c7\u6837-\u4e0d\u65ad\u8ba1\u7b97&#8221;\u6a21\u5f0f\u4e0d\u540c\uff0c\u5b58\u7b97\u4e00\u4f53\u66f4\u9002\u5408\u7a00\u758f\u89e6\u53d1\u578b\u8ba1\u7b97\uff0c\u53ea\u5728\u4e8b\u4ef6\u53d1\u751f\u65f6\u542f\u52a8\u5904\u7406\u3002<\/li>\n<\/ul>\n<blockquote><p>\u76ee\u524d\u4e0d\u9002\u5408\u7684\u573a\u666f\u5305\u62ec\uff1a\u9700\u8981\u6781\u9ad8\u7cbe\u5ea6\uff08FP64\uff09\u7684\u79d1\u5b66\u8ba1\u7b97\u3001\u5927\u89c4\u6a21\u8bad\u7ec3\u4efb\u52a1\u3001\u5b9e\u65f6\u89c6\u9891\u6e32\u67d3\u7b49\u9700\u8981\u5927\u663e\u5b58\u548c\u590d\u6742\u63a7\u5236\u6d41\u7684\u5e94\u7528\u3002\u8fd9\u4e9b\u9886\u57dfGPU\u548c\u4e13\u7528\u52a0\u901f\u5668\u4ecd\u6709\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f18\u52bf\u3002<\/p><\/blockquote>\n<h3>\u9002\u7528\u573a\u666f\u5224\u65ad\u6e05\u5355<\/h3>\n<ul>\n<li>\u2705 \u529f\u8017\u9884\u7b97\u5728\u6beb\u74e6\u4ee5\u4e0b\uff0c\u4e14\u9700\u89817\u00d724\u5c0f\u65f6\u6301\u7eed\u63a8\u7406<\/li>\n<li>\u2705 \u6a21\u578b\u7cbe\u5ea6\u5728int8\/UINT4\u53ca\u4ee5\u4e0b\uff0c\u53ef\u5bb9\u5fcd\u4e00\u5b9a\u91cf\u5316\u8bef\u5dee<\/li>\n<li>\u2705 \u5de5\u4f5c\u8d1f\u8f7d\u4ee5\u77e9\u9635\u4e58\u6cd5\u548c\u5377\u79ef\u4e3a\u4e3b\uff0c\u63a7\u5236\u6d41\u7b80\u5355<\/li>\n<li>\u2705 \u6570\u636e\u6e90\u4e3a\u9759\u6001\u4f20\u611f\u5668\u6216\u9884\u91c7\u96c6\u6570\u636e\uff0c\u65e0\u9700\u5927\u89c4\u6a21\u56de\u4f20<\/li>\n<li>\u274c \u9700\u8981FP64\u6216BF16\u7cbe\u5ea6\u7684\u79d1\u5b66\u8ba1\u7b97\u6216\u5927\u6a21\u578b\u5fae\u8c03<\/li>\n<li>\u274c \u9700\u8981\u9891\u7e41\u66f4\u65b0\u6743\u91cd\u7684\u5728\u7ebf\u8bad\u7ec3\u4efb\u52a1<\/li>\n<\/ul>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-3\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/10\/wanlu-ai-body-7121-1-eE7E7b.png\" alt=\"\u6a21\u62df\u8ba1\u7b97\u4e3a\u4f55\u80fd\u7a81\u7834\u82f1\u4f1f\u8fbe\u7684\u80fd\u6548\u5929\u82b1\u677f\uff1f\u5fc6\u963b\u5668\u5b58\u50a8\u903b\u8f91\u4e00\u4f53\u67b6\u6784\u7684\u771f\u76f8\uff1b\u5c0f\u8282\uff1a\u9002\u7528\u573a\u666f\u5224\u65ad\u6e05\u5355\uff1b\u753b\u9762\u4f9d\u636e\uff1a\u2705 \u529f\u8017\u9884\u7b97\u5728\u6beb\u74e6\u4ee5\u4e0b\uff0c\u4e14\u9700\u89817\u00d724\u5c0f\u65f6\u6301\u7eed\u63a8\u7406 \u2705 \u6a21\u578b\u7cbe\u5ea6\u5728int8\/UINT4\u53ca\u4ee5\u4e0b\uff0c\u53ef\u5bb9\u5fcd\u4e00\u5b9a\u91cf\u5316\u8bef\u5dee \u2705 \u5de5\u4f5c\u8d1f\u8f7d\u4ee5\u77e9\u9635\u4e58\u6cd5\u548c\u5377\u79ef\u4e3a\u4e3b\uff0c\u63a7\u5236\u6d41\u7b80\u5355 \u2705 \u6570\u636e\u6e90\u4e3a\u9759\u6001\u4f20\u611f\u5668\u6216\u9884\u91c7\u96c6\u6570\u636e\uff0c\u65e0\u9700\u5927\u89c4\u6a21\u56de\u4f20 \u274c \u9700\u8981FP64\u6216BF16\u7cbe\u5ea6\u7684\u79d1\u5b66\u8ba1\u7b97\u6216\u5927\u6a21\u578b\u5fae\u8c03 \u274c \u9700\u8981\u9891\u7e41\u66f4\u65b0\u6743\u91cd\u7684\u5728\u7ebf\u8bad\u7ec3\u4efb\u52a1\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a\u633d\u9e7f\u8d44\u8baf\u7f51 \u00b7 AI\u539f\u521b\u5f3a\u5173\u8054\u914d\u56fe<\/figcaption><\/figure>\n<h2>\u771f\u5b9e\u98ce\u9669\uff1a\u5668\u4ef6\u975e\u7406\u60f3\u6027\u4e0e\u53ef\u9760\u6027\u9690\u5fe7<\/h2>\n<p>\u4efb\u4f55\u65b0\u6280\u672f\u4ece\u539f\u7406\u5230\u4ea7\u54c1\u90fd\u6709\u9700\u8981\u8de8\u8d8a\u7684\u9e3f\u6c9f\uff0c\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u4e5f\u4e0d\u4f8b\u5916\u3002<\/p>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-4\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/10\/wanlu-ai-body-7121-1-OQPFB0.png\" alt=\"\u6a21\u62df\u8ba1\u7b97\u4e3a\u4f55\u80fd\u7a81\u7834\u82f1\u4f1f\u8fbe\u7684\u80fd\u6548\u5929\u82b1\u677f\uff1f\u5fc6\u963b\u5668\u5b58\u50a8\u903b\u8f91\u4e00\u4f53\u67b6\u6784\u7684\u771f\u76f8\uff1b\u5c0f\u8282\uff1a\u771f\u5b9e\u98ce\u9669\uff1a\u5668\u4ef6\u975e\u7406\u60f3\u6027\u4e0e\u53ef\u9760\u6027\u9690\u5fe7\uff1b\u753b\u9762\u4f9d\u636e\uff1a\u4efb\u4f55\u65b0\u6280\u672f\u4ece\u539f\u7406\u5230\u4ea7\u54c1\u90fd\u6709\u9700\u8981\u8de8\u8d8a\u7684\u9e3f\u6c9f\uff0c\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u4e5f\u4e0d\u4f8b\u5916\u3002 \u9996\u5148\u662f\u5668\u4ef6\u7684\u4e00\u81f4\u6027\u95ee\u9898\u3002\u540c\u4e00\u6279\u6b21\u7684\u5fc6\u963b\u5668\u4e4b\u95f4\uff0c\u963b\u503c\u5206\u5e03\u5b58\u5728\u663e\u8457\u504f\u5dee\uff0c\u8fd9\u6e90\u4e8e\u5236\u9020\u5de5\u827a\u4e2d\u5bfc\u7535\u7ec6\u4e1d\u5f62\u6210\u4f4d\u7f6e\u7684\u968f\u673a\u6027\u3002\u867d\u7136\u53ef\u4ee5\u901a\u8fc7\u6821\u51c6\u548c\u5bb9\u9519\u7f16\u7801\u6765\u8865\u507f\uff0c\u4f46\u4f1a\u589e\u52a0\u7cfb\u7edf\u590d\u6742\u5ea6\u3002 \u5176\u6b21\u662f\u5faa\u73af\u5bff\u547d\u3002ReRAM\u5668\u4ef6\u7684\u7f16\u7a0b\u6b21\u6570\u901a\u5e38\u572810\u2076\u523010\u00b9\u00b2\u6b21\u4e4b\u95f4\uff0c\u53d6\u51b3\u4e8e\u5177\u4f53\u6750\u6599\u548c\u7ed3\u6784\u3002\u5bf9\u4e8e\u9700\u8981\u9891\u7e41\u66f4\u65b0\u6743\u91cd\u7684\u8bad\u7ec3\u573a\u666f\uff0c\u8fd9\u4e2a\u5bff\u547d\u53ef\u80fd\u6210\u4e3a\u74f6\u9888\u3002\u4e0d\u8fc7\u63a8\u7406\u573a\u666f\u4e0b\u7684\u6743\u91cd\u66f4\u65b0\u9891\u7387\u8f83\u4f4e\uff0c\u8fd9\u4e2a\u95ee\u9898\u76f8\u5bf9\u53ef\u63a7\u3002 \u7b2c\u4e09\u662f\u7cbe\u5ea6\u635f\u5931\u3002\u6a21\u62df\u8ba1\u7b97\u7684\u672c\u8d28\u662f\u7528\u8fde\u7eed\u7269\u7406\u91cf\u8868\u793a\u6570\u503c\uff0c\u800c\u6e29\u5ea6\u6f02\u79fb\u3001\u7535\u538b\u6ce2\u52a8\u548c\u5668\u4ef6\u8001\u5316\u90fd\u4f1a\u5f15\u5165\u8bef\u5dee\u3002\u5f53\u524d\u5de5\u7a0b\u65b9\u6848\u901a\u5e38\u91c7\u7528\u6df7\u5408\u7cbe\u5ea6\u7b56\u7565\uff1a\u5173\u952e\u5c42\u4fdd\u7559\u6570\u5b57\u7cbe\u5ea6\uff0c\u975e\u5173\u952e\u5c42\u4f7f\u7528\u6a21\u62df\u8fd1\u4f3c\u3002 \u4e00\u4e2a\u88ab\u4f4e\u4f30\u7684\u98ce\u9669\uff1a\u5b58\u7b97\u4e00\u4f53\u67b6\u6784\u5bf9\u8f6f\u4ef6\u6808\u63d0\u51fa\u4e86\u5168\u65b0\u8981\u6c42\u3002\u73b0\u6709\u4e3b\u6d41\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff08PyTorch\u3001TensorFlow\uff09\u5747\u56f4\u7ed5\u51af\u00b7\u8bfa\u4f9d\u66fc\u67b6\u6784\u8bbe\u8ba1\uff0c\u79fb\u690d\u5230\u5b58\u7b97\u4e00\u4f53\u9700\u8981\u91cd\u65b0\u8bbe\u8ba1\u7f16\u8bd1\u5668\u4e0e\u8fd0\u884c\u65f6\uff0c\u8fd9\u4e2a\u751f\u6001\u5efa\u8bbe\u8fdc\u6bd4\u786c\u4ef6\u672c\u8eab\u66f4\u6162\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a\u633d\u9e7f\u8d44\u8baf\u7f51 \u00b7 AI\u539f\u521b\u5f3a\u5173\u8054\u914d\u56fe<\/figcaption><\/figure>\n<p>\u9996\u5148\u662f\u5668\u4ef6\u7684\u4e00\u81f4\u6027\u95ee\u9898\u3002\u540c\u4e00\u6279\u6b21\u7684\u5fc6\u963b\u5668\u4e4b\u95f4\uff0c\u963b\u503c\u5206\u5e03\u5b58\u5728\u663e\u8457\u504f\u5dee\uff0c\u8fd9\u6e90\u4e8e\u5236\u9020\u5de5\u827a\u4e2d\u5bfc\u7535\u7ec6\u4e1d\u5f62\u6210\u4f4d\u7f6e\u7684\u968f\u673a\u6027\u3002\u867d\u7136\u53ef\u4ee5\u901a\u8fc7\u6821\u51c6\u548c\u5bb9\u9519\u7f16\u7801\u6765\u8865\u507f\uff0c\u4f46\u4f1a\u589e\u52a0\u7cfb\u7edf\u590d\u6742\u5ea6\u3002<\/p>\n<p>\u5176\u6b21\u662f\u5faa\u73af\u5bff\u547d\u3002ReRAM\u5668\u4ef6\u7684\u7f16\u7a0b\u6b21\u6570\u901a\u5e38\u572810\u2076\u523010\u00b9\u00b2\u6b21\u4e4b\u95f4\uff0c\u53d6\u51b3\u4e8e\u5177\u4f53\u6750\u6599\u548c\u7ed3\u6784\u3002\u5bf9\u4e8e\u9700\u8981\u9891\u7e41\u66f4\u65b0\u6743\u91cd\u7684\u8bad\u7ec3\u573a\u666f\uff0c\u8fd9\u4e2a\u5bff\u547d\u53ef\u80fd\u6210\u4e3a\u74f6\u9888\u3002\u4e0d\u8fc7\u63a8\u7406\u573a\u666f\u4e0b\u7684\u6743\u91cd\u66f4\u65b0\u9891\u7387\u8f83\u4f4e\uff0c\u8fd9\u4e2a\u95ee\u9898\u76f8\u5bf9\u53ef\u63a7\u3002<\/p>\n<p>\u7b2c\u4e09\u662f\u7cbe\u5ea6\u635f\u5931\u3002\u6a21\u62df\u8ba1\u7b97\u7684\u672c\u8d28\u662f\u7528\u8fde\u7eed\u7269\u7406\u91cf\u8868\u793a\u6570\u503c\uff0c\u800c\u6e29\u5ea6\u6f02\u79fb\u3001\u7535\u538b\u6ce2\u52a8\u548c\u5668\u4ef6\u8001\u5316\u90fd\u4f1a\u5f15\u5165\u8bef\u5dee\u3002\u5f53\u524d\u5de5\u7a0b\u65b9\u6848\u901a\u5e38\u91c7\u7528\u6df7\u5408\u7cbe\u5ea6\u7b56\u7565\uff1a\u5173\u952e\u5c42\u4fdd\u7559\u6570\u5b57\u7cbe\u5ea6\uff0c\u975e\u5173\u952e\u5c42\u4f7f\u7528\u6a21\u62df\u8fd1\u4f3c\u3002<\/p>\n<blockquote><p><strong>\u4e00\u4e2a\u88ab\u4f4e\u4f30\u7684\u98ce\u9669\uff1a<\/strong>\u5b58\u7b97\u4e00\u4f53\u67b6\u6784\u5bf9\u8f6f\u4ef6\u6808\u63d0\u51fa\u4e86\u5168\u65b0\u8981\u6c42\u3002\u73b0\u6709\u4e3b\u6d41\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff08PyTorch\u3001TensorFlow\uff09\u5747\u56f4\u7ed5\u51af\u00b7\u8bfa\u4f9d\u66fc\u67b6\u6784\u8bbe\u8ba1\uff0c\u79fb\u690d\u5230\u5b58\u7b97\u4e00\u4f53\u9700\u8981\u91cd\u65b0\u8bbe\u8ba1\u7f16\u8bd1\u5668\u4e0e\u8fd0\u884c\u65f6\uff0c\u8fd9\u4e2a\u751f\u6001\u5efa\u8bbe\u8fdc\u6bd4\u786c\u4ef6\u672c\u8eab\u66f4\u6162\u3002<\/p><\/blockquote>\n<h3>\u4e09\u5927\u53ef\u9760\u6027\u98ce\u9669\u53ca\u7f13\u89e3\u63aa\u65bd<\/h3>\n<ul>\n<li><strong>\u5668\u4ef6\u4e00\u81f4\u6027\u504f\u5dee\uff1a<\/strong>\u901a\u8fc7\u51fa\u5382\u6821\u51c6\u8868\u548c\u9010\u5668\u4ef6\u963b\u503c\u6620\u5c04\u8868\u8fdb\u884c\u8f6f\u4ef6\u8865\u507f\uff0c\u53ef\u5c06\u8bef\u5dee\u63a7\u5236\u5728\u53ef\u63a5\u53d7\u8303\u56f4\uff0c\u4f46\u9700\u8981\u989d\u5916\u7684\u5b58\u50a8\u548c\u8ba1\u7b97\u5f00\u9500\u3002<\/li>\n<li><strong>\u5faa\u73af\u5bff\u547d\u9650\u5236\uff1a<\/strong>\u63a8\u7406\u573a\u666f\u6743\u91cd\u51e0\u4e4e\u4e0d\u53d8\uff0c\u5b9e\u9645\u7f16\u7a0b\u6b21\u6570\u8fdc\u4f4e\u4e8e\u6781\u9650\uff1b\u8bad\u7ec3\u573a\u666f\u9700\u91c7\u7528\u6743\u91cd\u5237\u65b0\u7b56\u7565\uff0c\u5c06\u9ad8\u9891\u66f4\u65b0\u5c42\u4fdd\u7559\u5728\u6570\u5b57\u533a\u57df\u3002<\/li>\n<li><strong>\u6a21\u62df\u7cbe\u5ea6\u635f\u5931\uff1a<\/strong>\u91c7\u7528\u5206\u5c42\u6df7\u5408\u7cbe\u5ea6\u67b6\u6784\uff0c\u5bf9\u7cbe\u5ea6\u654f\u611f\u5c42\uff08\u5982attention\u5c42\uff09\u4fdd\u7559\u6570\u5b57\u8def\u5f84\uff0c\u5bf9\u975e\u5173\u952e\u5c42\u4f7f\u7528\u6a21\u62df\u8fd1\u4f3c\uff0c\u6574\u4f53\u7cbe\u5ea6\u635f\u5931\u63a7\u5236\u57281%-3%\u4ee5\u5185\u3002<\/li>\n<\/ul>\n<figure class=\"wanlu-ai-figure wanlu-ai-figure-5\"><span class=\"wanlu-ai-tape\" aria-hidden=\"true\"><\/span><img decoding=\"async\" src=\"https:\/\/wanluu.com\/wp-content\/uploads\/2026\/10\/wanlu-ai-body-7121-1-pDcAXv.png\" alt=\"\u6a21\u62df\u8ba1\u7b97\u4e3a\u4f55\u80fd\u7a81\u7834\u82f1\u4f1f\u8fbe\u7684\u80fd\u6548\u5929\u82b1\u677f\uff1f\u5fc6\u963b\u5668\u5b58\u50a8\u903b\u8f91\u4e00\u4f53\u67b6\u6784\u7684\u771f\u76f8\uff1b\u5c0f\u8282\uff1a\u4e09\u5927\u53ef\u9760\u6027\u98ce\u9669\u53ca\u7f13\u89e3\u63aa\u65bd\uff1b\u753b\u9762\u4f9d\u636e\uff1a\u5668\u4ef6\u4e00\u81f4\u6027\u504f\u5dee\uff1a\u901a\u8fc7\u51fa\u5382\u6821\u51c6\u8868\u548c\u9010\u5668\u4ef6\u963b\u503c\u6620\u5c04\u8868\u8fdb\u884c\u8f6f\u4ef6\u8865\u507f\uff0c\u53ef\u5c06\u8bef\u5dee\u63a7\u5236\u5728\u53ef\u63a5\u53d7\u8303\u56f4\uff0c\u4f46\u9700\u8981\u989d\u5916\u7684\u5b58\u50a8\u548c\u8ba1\u7b97\u5f00\u9500\u3002 \u5faa\u73af\u5bff\u547d\u9650\u5236\uff1a\u63a8\u7406\u573a\u666f\u6743\u91cd\u51e0\u4e4e\u4e0d\u53d8\uff0c\u5b9e\u9645\u7f16\u7a0b\u6b21\u6570\u8fdc\u4f4e\u4e8e\u6781\u9650\uff1b\u8bad\u7ec3\u573a\u666f\u9700\u91c7\u7528\u6743\u91cd\u5237\u65b0\u7b56\u7565\uff0c\u5c06\u9ad8\u9891\u66f4\u65b0\u5c42\u4fdd\u7559\u5728\u6570\u5b57\u533a\u57df\u3002 \u6a21\u62df\u7cbe\u5ea6\u635f\u5931\uff1a\u91c7\u7528\u5206\u5c42\u6df7\u5408\u7cbe\u5ea6\u67b6\u6784\uff0c\u5bf9\u7cbe\u5ea6\u654f\u611f\u5c42\uff08\u5982attention\u5c42\uff09\u4fdd\u7559\u6570\u5b57\u8def\u5f84\uff0c\u5bf9\u975e\u5173\u952e\u5c42\u4f7f\u7528\u6a21\u62df\u8fd1\u4f3c\uff0c\u6574\u4f53\u7cbe\u5ea6\u635f\u5931\u63a7\u5236\u57281%-3%\u4ee5\u5185\u3002\" loading=\"lazy\"><figcaption>\u914d\u56fe\uff1a\u633d\u9e7f\u8d44\u8baf\u7f51 \u00b7 AI\u539f\u521b\u5f3a\u5173\u8054\u914d\u56fe<\/figcaption><\/figure>\n<h2>\u63a5\u4e0b\u6765\u503c\u5f97\u5173\u6ce8\u4ec0\u4e48<\/h2>\n<p>\u5224\u65ad\u4e00\u4e2a\u6280\u672f\u662f\u5426\u4ece&#8221;\u6709\u524d\u666f&#8221;\u8d70\u5411&#8221;\u6709\u89c4\u6a21&#8221;\uff0c\u6709\u51e0\u4e2a\u5173\u952e\u4fe1\u53f7\u503c\u5f97\u8ddf\u8e2a\u3002<\/p>\n<p>\u7b2c\u4e00\u4e2a\u4fe1\u53f7\u662f\u6807\u51c6\u4e92\u8fde\u534f\u8bae\u7684\u5efa\u7acb\u3002UCIe\uff08Universal Chiplet Interconnect Express\uff09\u6b63\u5728\u4e3a\u82af\u7247\u95f4\u4e92\u8054\u5236\u5b9a\u5f00\u653e\u6807\u51c6\uff0c\u5982\u679c\u5b58\u7b97\u4e00\u4f53\u82af\u7247\u80fd\u7eb3\u5165UCIe\u751f\u6001\uff0c\u5c06\u6781\u5927\u964d\u4f4e\u7cfb\u7edf\u96c6\u6210\u95e8\u69db\u3002\u76ee\u524dUCIe\u5de5\u4f5c\u7ec4\u4e2d\u5df2\u6709ReRAM\u5b58\u7b97\u4e00\u4f53\u76f8\u5173\u7684\u63d0\u6848\u8fdb\u5165\u8ba8\u8bba\u9636\u6bb5\u3002<\/p>\n<p>\u7b2c\u4e8c\u4e2a\u4fe1\u53f7\u662f\u5de5\u5177\u94fe\u6210\u719f\u5ea6\u3002Crossbar\u3001Mythic\u7b49\u516c\u53f8\u7684\u7f16\u8bd1\u5668\u5de5\u5177\u94fe\u6b63\u5728\u4ece\u539f\u578b\u8d70\u5411\u5546\u7528\u7248\u672c\uff0c\u5982\u679c\u80fd\u57282027\u5e74\u524d\u5b9e\u73b0\u4e0e\u4e3b\u6d41\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u539f\u751f\u517c\u5bb9\uff0c\u5c06\u662f\u4e00\u6b21\u91cd\u8981\u8dc3\u8fc1\u3002<\/p>\n<p>\u7b2c\u4e09\u4e2a\u4fe1\u53f7\u662f\u5934\u90e8\u4e91\u5382\u5546\u7684\u91c7\u8d2d\u52a8\u4f5c\u3002\u76ee\u524d\u5b58\u7b97\u4e00\u4f53\u82af\u7247\u4e3b\u8981\u9762\u5411\u8fb9\u7f18\u5e02\u573a\uff0c\u5982\u679cAWS\u3001Azure\u6216\u963f\u91cc\u4e91\u5f00\u59cb\u5728\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u7f72\u5b58\u7b97\u4e00\u4f53\u63a8\u7406\u8282\u70b9\uff0c\u5c06\u6807\u5fd7\u7740\u8be5\u6280\u672f\u8fdb\u5165\u4e86\u89c4\u6a21\u5316\u5e94\u7528\u7684\u4e34\u754c\u70b9\u3002<\/p>\n<h2>\u603b\u7ed3\uff1a\u5b58\u7b97\u4e00\u4f53\u4e0d\u662f\u98a0\u8986\uff0c\u800c\u662f\u8865\u5145<\/h2>\n<p>\u5fc6\u963b\u5668\u5b58\u7b97\u4e00\u4f53\u67b6\u6784\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\uff1a\u5b83\u5728\u7279\u5b9a\u573a\u666f\u4e0b\u63d0\u4f9b\u4e86\u8d85\u8d8a\u51af\u00b7\u8bfa\u4f9d\u66fc\u67b6\u6784\u7684\u80fd\u6548\u4e0a\u9650\u3002\u8fd9\u4e0d\u662f\u901a\u8fc7\u66f4\u5feb\u7684\u6676\u4f53\u7ba1\u6216\u66f4\u5927\u7684\u7f13\u5b58\u5b9e\u73b0\u7684\uff0c\u800c\u662f\u901a\u8fc7\u4ece\u6839\u672c\u4e0a\u6d88\u9664\u6570\u636e\u642c\u8fd0\u7684\u529f\u8017\u6765\u6e90\u6765\u5b9e\u73b0\u7684\u3002<\/p>\n<p>\u4f46\u5b83\u4e0d\u4f1a\u53d6\u4ee3GPU\u3002\u4e24\u79cd\u67b6\u6784\u7684\u9002\u7528\u8303\u56f4\u6709\u660e\u663e\u5206\u5de5\uff1aGPU\u64c5\u957f\u9ad8\u541e\u5410\u3001\u9ad8\u7cbe\u5ea6\u3001\u590d\u6742\u7684\u901a\u7528\u8ba1\u7b97\uff1b\u5b58\u7b97\u4e00\u4f53\u64c5\u957f\u4f4e\u529f\u8017\u3001\u4f4e\u7cbe\u5ea6\u3001\u9ad8\u5ea6\u5e76\u884c\u7684\u8fd1\u4f3c\u8ba1\u7b97\u3002\u672a\u6765\u66f4\u53ef\u80fd\u51fa\u73b0\u7684\u662f\u5f02\u6784\u878d\u5408\u2014\u2014\u5728\u540c\u4e00\u4e2a\u7cfb\u7edf\u4e2d\u540c\u65f6\u90e8\u7f72\u4e24\u7c7b\u8ba1\u7b97\u5355\u5143\uff0c\u7531\u7f16\u8bd1\u5668\u81ea\u52a8\u8def\u7531\u6700\u5408\u9002\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n<p><strong>\u884c\u52a8\u5efa\u8bae\uff1a<\/strong>\u5173\u6ce8UCIe\u6807\u51c6\u8fdb\u5c55\u3001\u8ddf\u8e2aCrossbar\u548cMythic\u7b49\u516c\u53f8\u7684\u5de5\u5177\u94fe\u7248\u672c\u8fed\u4ee3\u3001\u7559\u610f\u4e09\u661f\u548cSK\u6d77\u529b\u58eb\u5728ReRAM\u91cf\u4ea7\u5de5\u827a\u4e0a\u7684\u516c\u544a\uff0c\u8fd9\u4e09\u6761\u7ebf\u7d22\u662f\u5f53\u524d\u5224\u65ad\u8be5\u6280\u672f\u843d\u5730\u8282\u594f\u6700\u6709\u4ef7\u503c\u7684\u89c2\u5bdf\u7a97\u53e3\u3002<\/p>\n<div class=\"wanlu-ai-ending wanlu-ai-ending-blog\"><span>WANLU PRACTICAL 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