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\"\"\/<\/figure>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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\u4f46 VLA \u7684\u77ed\u677f\u4f9d\u7136\u660e\u663e\uff1a\u5b83\u4f9d\u8d56\u4e92\u8054\u7f51\u7ea7\u522b\u7684\u56fe\u6587 – \u89c6\u9891\u6570\u636e\uff0c\u7f3a\u4e4f\u5bf9\u7269\u7406\u4e16\u754c\u7684\u5fae\u5206\u7406\u89e3\u3002\u5f53\u9762\u5bf9 \u201c\u7ed3\u51b0\u8def\u9762\u9700\u8981\u63d0\u524d 3 \u500d\u5239\u8f66\u8ddd\u79bb\u201d \u8fd9\u7c7b\u573a\u666f\u65f6\uff0c\u57fa\u4e8e\u6570\u636e\u7edf\u8ba1\u7684\u6a21\u578b\u65e0\u6cd5\u63a8\u5bfc\u51fa\u7cbe\u786e\u7684\u7269\u7406\u5173\u7cfb\uff0c\u53ea\u80fd\u4f9d\u8d56\u76f8\u4f3c\u573a\u666f\u7684\u7ecf\u9a8c\u8fc1\u79fb\u3002\u5728\u5343\u53d8\u4e07\u5316\u7684\u4ea4\u901a\u73af\u5883\u4e2d\uff0c\u8fd9\u79cd \u201c\u7ecf\u9a8c\u4e3b\u4e49\u201d \u5f88\u5bb9\u6613\u5931\u6548\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

\u8fd9\u5957\u7cfb\u7edf\u6700\u7cbe\u5999\u4e4b\u5904\u5728\u4e8e \u201c\u68a6\u5883\u8bad\u7ec3\u201d \u673a\u5236\u3002\u5f53 V \u548c M \u6a21\u5757\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u53ef\u8131\u79bb\u5b9e\u8f66\u5728\u4e91\u7aef\u4ee5 1000 \u500d\u5b9e\u65f6\u901f\u5ea6\u63a8\u6f14 \u2014\u2014 \u76f8\u5f53\u4e8e AI \u5728\u865a\u62df\u4e16\u754c\u91cc\u6bcf\u5929 \u201c\u72c2\u98d9\u201d 100 \u4e07\u516c\u91cc\uff0c\u7528\u96f6\u6210\u672c\u79ef\u7d2f\u6781\u7aef\u573a\u666f\u7ecf\u9a8c\u3002\u5f53\u771f\u5b9e\u4e16\u754c\u9047\u5230\u7c7b\u4f3c\u60c5\u51b5\u65f6\uff0c\u673a\u5668\u5c31\u80fd\u57fa\u4e8e \u201c\u68a6\u5883\u201d \u4e2d\u7684\u9884\u6f14\u505a\u51fa\u6700\u4f18\u51b3\u7b56\u3002<\/p>\n\n\n\n

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\u4e16\u754c\u6a21\u578b\u7684\u843d\u5730\u4e09\u7ea7\u8df3<\/strong><\/h2>\n\n\n\n

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2024 \u5e74\u4e0b\u534a\u5e74\u542f\u52a8\u7684 \u201c\u79bb\u7ebf\u6570\u636e\u589e\u5e7f\u201d \u9636\u6bb5\uff0c\u5df2\u663e\u73b0\u51fa\u5b9e\u7528\u4ef7\u503c\u3002\u56fd\u5185\u5934\u90e8\u8f66\u4f01\u5229\u7528\u4e16\u754c\u6a21\u578b\u751f\u6210 \u201c\u66b4\u96e8\u5929\u884c\u4eba\u6a2a\u7a7f\u201d\u201c\u8d27\u8f66\u9057\u6492\u969c\u788d\u7269\u201d \u7b49\u6781\u7aef\u573a\u666f\u89c6\u9891\uff0c\u7528\u4e8e\u8bad\u7ec3\u73b0\u6709\u611f\u77e5\u7cfb\u7edf\u3002\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u8fd9\u7c7b corner case \u7684\u8bef\u62a5\u7387\u4e0b\u964d 27%\uff0c\u76f8\u5f53\u4e8e\u7ed9\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u6253\u4e86 \u201c\u75ab\u82d7\u201d\u3002<\/p>\n\n\n\n

2025 \u5e74\u5c06\u8fdb\u5165 \u201c\u95ed\u73af\u5f71\u5b50\u6a21\u5f0f\u201d \u9636\u6bb5\u3002\u8f7b\u91cf\u7ea7 Memory \u6a21\u578b\u5c06\u5d4c\u5165\u91cf\u4ea7\u8f66\uff0c\u4ee5\u6bcf\u79d2 5 \u6b21\u7684\u9891\u7387 \u201c\u7545\u60f3\u201d \u672a\u6765 2 \u79d2\u7684\u8def\u51b5\u3002\u5f53 \u201c\u60f3\u8c61\u201d \u4e0e\u5b9e\u9645\u89c4\u5212\u51fa\u73b0\u504f\u5dee\u65f6\uff0c\u6570\u636e\u4f1a\u88ab\u56de\u4f20\u81f3\u4e91\u7aef\u3002\u8fd9\u79cd \u201c\u8fb9\u5f00\u8fb9\u505a\u68a6\u201d \u7684\u4f17\u5305\u5b66\u4e60\u6a21\u5f0f\uff0c\u8ba9\u4e16\u754c\u6a21\u578b\u50cf\u4eba\u7c7b\u53f8\u673a\u4e00\u6837\uff0c\u901a\u8fc7\u65e5\u5e38\u901a\u52e4\u6301\u7eed\u79ef\u7d2f\u7ecf\u9a8c\u3002\u8611\u83c7\u8f66\u8054\u5df2\u5728\u6850\u4e61\u90e8\u7f72\u7684\u5168\u606f\u6570\u5b57\u5b6a\u751f\u8def\u53e3\uff0c\u6b63\u662f\u901a\u8fc7\u5b9e\u65f6\u91c7\u96c6\u8def\u53e3 300 \u7c73\u8303\u56f4\u5185\u7684\u4ea4\u901a\u52a8\u6001\uff0c\u4e3a\u4e16\u754c\u6a21\u578b\u7684\u5728\u7ebf\u5b66\u4e60\u63d0\u4f9b\u4e86\u771f\u5b9e\u6570\u636e\u5e95\u5ea7\u3002<\/p>\n\n\n\n

2026-2027 \u5e74\u7684 \u201c\u7aef\u5230\u7aef\u7269\u7406 VLA\u201d \u9636\u6bb5\uff0c\u5c06\u5b9e\u73b0\u8d28\u7684\u98de\u8dc3\u3002\u5f53\u8f66\u7aef\u7b97\u529b\u7a81\u7834 500TOPS\u3001\u7b97\u6cd5\u5ef6\u8fdf\u964d\u81f3 10 \u6beb\u79d2\u4ee5\u5185\u65f6\uff0cV-M-C \u5168\u94fe\u8def\u5c06\u76f4\u63a5\u63a5\u7ba1\u9a7e\u9a76\u51b3\u7b56\u3002\u5c4a\u65f6\uff0c\u8f66\u8f86\u4e0d\u518d\u533a\u5206 \u201c\u611f\u77e5\u3001\u9884\u6d4b\u3001\u89c4\u5212\u201d\uff0c\u800c\u662f\u50cf\u8001\u53f8\u673a\u4e00\u6837 \u201c\u4e00\u773c\u770b\u7a7f\u5168\u5c40\u201d\u2014\u2014 \u770b\u5230\u653e\u5b66\u7684\u5b69\u5b50\u5c31\u81ea\u52a8\u51cf\u901f\uff0c\u53d1\u73b0\u8def\u9762\u5f02\u5e38\u5c31\u63d0\u524d\u53d8\u9053\u3002\u82f1\u4f1f\u8fbe Thor \u82af\u7247\u5df2\u4e3a\u6b64\u505a\u597d\u786c\u4ef6\u51c6\u5907\uff0c\u5176 200GB\/s \u7684\u5171\u4eab\u5185\u5b58\u4e13\u4e3a Memory \u6a21\u5757\u7684 KV \u7f13\u5b58\u8bbe\u8ba1\uff0c\u80fd\u9ad8\u6548\u5b58\u50a8\u548c\u8c03\u7528\u5386\u53f2\u8f68\u8ff9\u6570\u636e\u3002\u8fd9\u79cd \u201c\u8f6f\u786c\u4ef6\u534f\u540c\u201d \u7684\u67b6\u6784\uff0c\u8ba9\u4e16\u754c\u6a21\u578b\u7684\u8f66\u7aef\u90e8\u7f72\u4ece \u201c\u4e0d\u53ef\u80fd\u201d \u53d8\u4e3a \u201c\u53ef\u5b9e\u73b0\u201d\u3002<\/p>\n\n\n\n

\u4e16\u754c\u6a21\u578b\u7684 \u201c\u6210\u957f\u70e6\u607c\u201d<\/strong><\/h2>\n\n\n\n

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\u7b97\u529b\u6210\u672c\u7684\u9ad8\u4f01\u540c\u6837\u4ee4\u4eba\u5374\u6b65\u3002\u8bad\u7ec3 10 \u4ebf\u53c2\u6570\u7684\u4e16\u754c\u6a21\u578b\u9700\u5343\u5361 A100 \u8fd0\u884c 3 \u5468\uff0c\u6210\u672c\u8d85\u767e\u4e07\u7f8e\u5143\u3002\u4f46\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u3001MoE \u67b6\u6784\u7b49\u6280\u672f\u521b\u65b0\uff0c\u5df2\u5c06\u7b97\u529b\u9700\u6c42\u964d\u4f4e 4 \u500d\uff1b8 \u4f4d\u91cf\u5316\u63a8\u7406\u66f4\u8ba9\u8f66\u7aef\u529f\u8017\u63a7\u5236\u5728 25 \u74e6\uff0c\u4e3a\u91cf\u4ea7\u94fa\u5e73\u9053\u8def\u3002<\/p>\n\n\n\n

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\u4f26\u7406\u8fb9\u754c\u7684\u8ba8\u8bba\u5219\u66f4\u5177\u54f2\u5b66\u610f\u5473\u3002\u5982\u679c\u6a21\u578b\u5728\u865a\u62df\u8bad\u7ec3\u4e2d \u201c\u649e\u6b7b\u201d \u6570\u5b57\u884c\u4eba\uff0c\u662f\u5426\u4f1a\u5f62\u6210\u66b4\u529b\u504f\u597d\uff1fMIT \u7814\u53d1\u7684 \u201c\u6570\u5b57\u5b6a\u751f\u6c99\u76d2\u201d \u6b63\u8bd5\u56fe\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898 \u2014\u2014 \u5728\u4eff\u771f\u73af\u5883\u4e2d\u9884\u6f14 \u201c\u7535\u8f66\u96be\u9898\u201d \u7b49\u6781\u7aef\u573a\u666f\uff0c\u901a\u8fc7\u4ef7\u503c\u5bf9\u9f50\u7b97\u6cd5\u786e\u4fdd\u6a21\u578b\u7684\u9053\u5fb7\u5e95\u7ebf\u3002<\/p>\n\n\n\n

\u4e16\u754c\u6a21\u578b\u91cd\u6784\u667a\u80fd\u7684\u5b9a\u4e49<\/strong><\/h2>\n\n\n\n

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