{"id":739574,"date":"2026-03-08T10:28:28","date_gmt":"2026-03-08T02:28:28","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=739574"},"modified":"2026-03-08T10:28:28","modified_gmt":"2026-03-08T02:28:28","slug":"mac-mini%e4%b8%8d%e6%ad%a2%e5%85%bbai%e9%be%99%e8%99%be%ef%bc%81%e8%8b%b9%e6%9e%9cm4%e7%ae%97%e5%8a%9b%e6%9c%ba%e5%af%86%e8%a2%ab%e6%9b%9d%e5%85%89%ef%bc%8cclaude%e7%ab%8b%e6%96%b0%e5%8a%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=739574","title":{"rendered":"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/B75C9AADCDA2D1FC19E04B748F3AB29DD21616F4_size110_w1080_h460.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>\u65b0\u667a\u5143\u62a5\u9053<\/strong><\/p>\n<p>\u7f16\u8f91\uff1aKingHZ<\/p>\n<p><strong>\u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011Claude\u7acb\u5927\u529f\uff01\u5f00\u53d1\u8005\u9760\u5b83\u5256\u6790MIL\u8bed\u8a00\u4e0eE5\u4e8c\u8fdb\u5236\uff0c\u7ed5\u8fc7CoreML\u76f4\u8fbe\u786c\u4ef6\uff0c\u8bc1\u660eNPU\u8bad\u7ec3\u4ece\u6765\u4e0d\u662f\u786c\u4ef6\u4e0d\u884c\uff0c\u800c\u662f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8b%b9%e6%9e%9c\" title=\"View all posts in \u82f9\u679c\" target=\"_blank\" class=\"tag_link\">\u82f9\u679c<\/a>\u4e0d\u8ba9\u7528\u3002<\/strong><\/p>\n<p>AI\u754c\u518d\u8fce\u5730\u9707\uff0cLLM\u8bad\u7ec3\u672a\u6765\u6216\u4ece\u6b64\u6539\u53d8\uff01<\/p>\n<p>OpenClaw\u5f15\u8d77\u5168\u7403AI\u9f99\u867e\u70ed\u6f6e\uff0c\u610f\u5916\u8ba9\u82f9\u679cMac mini\u5356\u7206\u2014\u2014<\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in \u7f8e\u56fd\" target=\"_blank\" class=\"tag_link\">\u7f8e\u56fd<\/a>\u767e\u5f3a\u8fde\u9501\u5e97\u4e4b\u4e00\u7684microCenter\uff0c\u672c\u6765\u4e3b\u6253\u7684\u4e2a\u4eba\u6d88\u8d39\u7ea7PC\uff0c\u6700\u8fd1\u751a\u81f3\u5ba3\u79f0\u300cMac mini\u548cOpenClaw\u5929\u751f\u4e00\u5bf9\u300d\uff01<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/D35A73B44C196D6DCDA4D2CB06EC4CA3CE7C5E4D_size465_w1080_h1185.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u8fd8\u6709\u597d\u6d88\u606f\uff1aMAC mini\u517b\u5b8c\u5c0f\u9f99\u867e\uff0c\u4e0d\u7528\u5403\u7070\u4e86\u2014\u2014<\/p>\n<p>\u521a\u521a\uff0c\u82f9\u679c\u795e\u7ecf\u5f15\u64ce\uff08Apple Neural Engine\uff0cANE\uff09\u88ab\u7834\u89e3\uff0c\u53ef\u80fd\u5f15\u7206AI\u8bad\u7ec3\u9769\u547d\uff01<\/p>\n<p>\u5de5\u7a0b\u5e08Manjeet Singh\u7528Claude\u9006\u5411\u5de5\u7a0bApple Neural Engine\u4e86\uff0c\u8fd8\u8bad\u7ec3\u4e86\u4e00\u4e2a\u5355\u5c42Transformer\u3002<\/p>\n<p>\u60f3\u8c61\u4e00\u4e0b\uff1a\u4e0d\u7528GPU\uff0c\u4e0d\u7528TPU\uff0c\u5c31\u5728M4<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8a%af%e7%89%87\" title=\"View all posts in \u82af\u7247\" target=\"_blank\" class=\"tag_link\">\u82af\u7247<\/a>\u4e0a\u5b8c\u6210\u7684\u3002<\/p>\n<p>\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u73b0\u5728\u4efb\u4f55\u4eba\u90fd\u80fd\u6784\u5efaLLM\u3002\u8fd8\u6ca1\u5230\u90a3\u4e00\u6b65\u3002\u4f46\u73b0\u5728\u4f60\u5df2\u7ecf\u53ef\u4ee5\u5728\u81ea\u5df1\u7684MacBook\u4e0a\u7528\u4e00\u4e2a\u5c0f\u6570\u636e\u96c6\u505a\u5bb6\u5ead\u5b9e\u9a8c\u4e86\u3002<\/p>\n<p>\u65e0\u9700CoreML\uff0c\u65e0\u9700Metal\uff0c\u65e0\u9700GPU\u3002\u7eaf\u7cb9\u5229\u7528\u9ad8\u901f\u8fd0\u884c\u7684ANE\u82af\u7247\u3002<\/p>\n<p>\u5982\u679c\u5c5e\u5b9e\uff0c\u8fd9\u65e0\u7591\u610f\u4e49\u91cd\u5927\u2014\u2014<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/EEC24EC9E261883B716F0AE3334BE3FB28FA9CDD_size209_w1080_h397.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/0463E6070F5666A4FEF0718D787853F6946D49E5_size320_w1080_h663.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u800c\u4e14Claude\u6df1\u5ea6\u53c2\u4e0e\u4e86\u7834\u89e3\u5168\u7a0b\uff0c\u5305\u62ec\u6574\u4e2a\u9006\u5411\u5de5\u7a0b\u3001\u57fa\u51c6\u6d4b\u8bd5\u4ee5\u53ca\u8bad\u7ec3\u4ee3\u7801\u7684\u5f00\u53d1\u2014\u2014<strong>\u7531\u4eba\u7c7b\u7684\u76f4\u89c9\u5f15\u9886\u63a2\u7d22\u65b9\u5411\uff0c\u7531AI\u8fdb\u884c\u6570\u636e\u63a8\u7406\u5e76\u64b0\u5199\u5206\u6790\u62a5\u544a\u3002<\/strong><\/p>\n<p>Manjeet Singh\u76f4\u8a00\u4e00\u5207\u90fd\u9760Claude\uff0c\u4ed6\u53ea\u662f\u5f15\u5bfc\u65b9\u5411\uff1a<\/p>\n<p>\u6211\u4eec\u8ba4\u4e3a\uff0c\u8fd9\u79cd\u4eba\u673a\u534f\u4f5c\u662f\u8fdb\u884c\u7cfb\u7edf\u7814\u7a76\u7684\u4e00\u79cd\u65b0\u9896\u4e14\u81ea\u7136\u7684\u65b9\u5f0f\uff1a<\/p>\n<p>\u4e00\u4e2a\u4f19\u4f34\u626e\u6f14\u5bcc\u6709\u76f4\u89c9\u7684\u67b6\u6784\u5e08\uff0c\u53e6\u4e00\u4e2a\u5219\u5145\u5f53\u7f16\u5199\u4ee3\u7801\u548c\u8bbe\u8ba1\u5b9e\u9a8c\u7684\u5de5\u7a0b\u5e08\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/69044ACB8D63D1FB44ADCC8B3A575390A40CE3C0_size253_w1080_h686.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/57DB468011BB62648904BB972CC0062F25D66681_size258_w1080_h926.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\" \/><\/p>\n<p>\u94fe\u63a5\uff1ahttp:\/\/github.com\/maderix\/ANE<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>Mac\u5c31\u80fd\u8bad\u5355\u5c42Transformer\uff01<\/strong><\/p>\n<p>Claude\u5728\u8fd9\u91cc\u626e\u6f14\u4e86\u5173\u952e\u89d2\u8272\u3002<\/p>\n<p>\u901a\u8fc7Claude\u7684\u667a\u80fd\u5206\u6790\uff0c\u5f00\u53d1\u8005\u94a9\u4f4f\u4e86\u79c1\u6709\u65b9\u6cd5\u3001\u5256\u6790\u4e86MIL\u8bed\u8a00\u7684\u79d8\u5bc6\uff0c\u5e76\u62c6\u89e3\u4e86E5\u4e8c\u8fdb\u5236\u7684\u8ff7\u96fe\uff0c\u6700\u7ec8\u7ed5\u8fc7CoreML\u6846\u67b6\uff0c\u76f4\u63a5\u64cd\u63a7ANE\u786c\u4ef6\u5b9e\u73b0\u524d\u5411\u548c\u53cd\u5411\u4f20\u64ad\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/2D93E8E9B8FBA9B62FEA0744CC823252C84532EA_size574_w1080_h581.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u4e00\u4e2a\u5355\u5c42Transformer\uff08dim=768, seq=512\uff09\u4ec5\u97009.3\u6beb\u79d2\u4e00\u6b65\uff0c\u5cf0\u503c\u6548\u7387\u9ad8\u8fbe6.6 TFLOPS\/W\u2014\u2014<\/p>\n<p><strong>\u8fd9\u662fA100\u768480\u500d\uff0cH100\u768450\u500d\u4ee5\u4e0a\u3002<\/strong><\/p>\n<p>\u8fd9\u4e00\u53d1\u73b0\u8ba9\u65e0\u6570\u4eba\u7684\u7b97\u529b\u8d26\u5355\u663e\u5f97\u50cf\u4e2a\u7b11\u8bdd\u3002<\/p>\n<p>\u66f4\u60ca\u4eba\u7684\u662f\uff0c\u6700\u65b0\u66f4\u65b0\u5df2\u5b9e\u73b0\u5b8c\u6574Stories110M\u6a21\u578b\uff08109\u767e\u4e07\u53c2\u6570\uff0c12\u5c42Llama-2\u67b6\u6784\uff09\u5728TinyStories\u6570\u636e\u96c6\u4e0a\u7684\u8bad\u7ec3\uff0c\u635f\u5931\u5b9e\u65f6\u4e0b\u964d\uff0c\u529f\u8017\u4f4e\u5230\u300c\u5c0f\u4e8e\u4e00\u74e6\u7279\u300d\u3002<\/p>\n<p>\u4f60\u7684\u684c\u9762Mac\uff0c\u4ece\u6b64\u4e0d\u518d\u662f\u6d88\u8d39\u5de5\u5177\uff0c\u800c\u662fAI\u8bad\u7ec3\u7684\u8d85\u7ea7\u7535\u8111\uff0c\u6210\u672c\u66b4\u964d\u81f3\u7535\u8d39\u7684\u96f6\u5934\u3002<\/p>\n<p>\u8fd9\u5c06\u6539\u53d8\u4e16\u754c\u3002<\/p>\n<p>\u9996\u6b21\uff0c\u4efb\u4f55\u62e5\u6709Mac\u7684\u4eba\u90fd\u53ef\u4ee5\u5728\u672c\u5730\u3001\u79c1\u5bc6\u5730\u4ee5\u8fdc\u4f4e\u4e8e\u4e91GPU\u7684\u6210\u672c\u5fae\u8c03\u3001\u8bad\u7ec3\u6216\u8fed\u4ee3\u5927\u89c4\u6a21\u6a21\u578b\u3002<\/p>\n<p>\u4e0d\u518d\u79df\u75284\u4e07\u7f8e\u5143\u7684A100\u96c6\u7fa4\u3002\u4e0d\u518d\u6392\u961f\u7b49\u5f85\u3002\u4e0d\u518d\u7559\u4e0b\u5de8\u5927\u7684\u78b3\u8db3\u8ff9\u3002<\/p>\n<p>\u8fc7\u53bb\u52a8\u8f84\u6570\u4e07\u751a\u81f3\u6570\u5341\u4e07\u7f8e\u5143\u7684\u8bad\u7ec3\u6210\u672c\uff1f\u5982\u4eca\u66b4\u8dcc\u81f3\u51e0\u4e4e\u53ea\u9700\u51e0\u7f8e\u5206\u2014\u2014\u57fa\u672c\u5c31\u662f\u4f60\u90a3\u53f0\u95f2\u7f6eMac\u672c\u5c31\u5728\u6d88\u8017\u7684\u7535\u8d39\u3002<\/p>\n<p>AI\u9769\u547d\u521a\u521a\u4ece\u8017\u8d44\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u6570\u636e\u4e2d\u5fc3\u8f6c\u79fb\u5230\u4e86\u4f60\u7684\u684c\u9762\u3002<\/p>\n<p>\u6211\u4eec\u624d\u521a\u521a\u8d77\u6b65\uff0c\u4f46\u5927\u95e8\u5df2\u7ecf\u655e\u5f00\u2014\u2014\u4eca\u5929\u662f\u5355\u5c42\uff0c\u660e\u5929\u5c31\u662f\u5b8c\u6574\u6a21\u578b\u3002<\/p>\n<p>\u8d85\u4f4e\u6210\u672c\u7684\u8bbe\u5907\u7aef\u8bad\u7ec3\u65f6\u4ee3\u5df2\u7ecf\u5230\u6765\u3002<\/p>\n<p>\u672a\u6765\u4e0d\u662f\u5373\u5c06\u6765\u4e34\uff0c\u5b83\u5df2\u7ecf\u5728\u4f60\u7684Mac\u4e0a\u8fd0\u884c\u3002\u4e0d\u8fc7\uff0c\u6211\u4eec\u897f\u5cb8\u770b\u4e00\u4e0b\u4ec0\u4e48\u662fANE\uff1f<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>\u4ec0\u4e48\u662f\u82f9\u679c\u795e\u7ecf\u5f15\u64ceANE\uff1f<\/strong><\/p>\n<p>\u5927\u591a\u6570\u65b0\u6b3eiPhone\u548ciPad\u90fd\u914d\u5907\u4e86\u795e\u7ecf\u5f15\u64ce\uff0c\u8fd9\u662f\u4e00\u79cd\u80fd\u6781\u5927\u52a0\u901f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\" title=\"View all posts in \u673a\u5668\u5b66\u4e60\" target=\"_blank\" class=\"tag_link\">\u673a\u5668\u5b66\u4e60<\/a>\u6a21\u578b\u7684\u7279\u6b8a\u5904\u7406\u5668\uff0c\u4f46\u5173\u4e8e\u8fd9\u6b3e\u5904\u7406\u5668\u5b9e\u9645\u5de5\u4f5c\u539f\u7406\u7684\u516c\u5f00\u4fe1\u606f\u5e76\u4e0d\u591a\u3002<\/p>\n<p>\u82f9\u679c\u795e\u7ecf\u5f15\u64ce\uff08\u7b80\u79f0 ANE\uff09\u662f\u4e00\u79cdNPU\uff0c\u5373\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u5355\u5143\u3002<\/p>\n<p>NPU\u7c7b\u4f3c\u4e8eGPU\uff0c\u4f46GPU\u52a0\u901f\u56fe\u5f62\u5904\u7406\uff0c\u800cNPU\u5219\u52a0\u901f\u5377\u79ef\u3001\u77e9\u9635\u4e58\u6cd5\u7b49\u795e\u7ecf\u7f51\u7edc\u8fd0\u7b97\uff0c\u662f\u4e00\u79cd\u5b9a\u5236\u5316\u7684\u56fa\u5b9a\u529f\u80fd\u52a0\u901f\u5668\u3002<\/p>\n<p>\u5b83\u63a5\u6536\u7684\u662f\u5df2\u7ecf\u7f16\u8bd1\u597d\u7684\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\uff0c\u7136\u540e\u5c06\u6574\u5f20\u56fe\u4f5c\u4e3a\u4e00\u4e2a\u539f\u5b50\u64cd\u4f5c\u4e00\u6b21\u6027\u6267\u884c\u5b8c\u6bd5\u3002<\/p>\n<p>\u4f60\u65e0\u6cd5\u50cf\u64cd\u4f5cCPU\u6216GPU\u90a3\u6837\u9010\u6761\u53d1\u51fa\u4e58\u52a0\u6307\u4ee4\uff08multiply-accumulate\uff09\u3002\u4f60\u63d0\u4ea4\u7684\u662f\u4e00\u4efd\u63cf\u8ff0\u5b8c\u6574\u8ba1\u7b97\u56fe\u7684\u7f16\u8bd1\u7a0b\u5e8f\uff0c\u800c\u786c\u4ef6\u4f1a\u4ece\u5934\u5230\u5c3e\u4e00\u6b21\u6027\u8dd1\u5b8c\u3002<\/p>\n<p>ANE\u5e76\u975e\u552f\u4e00\u7684NPU\u2014\u2014<\/p>\n<p>\u9664\u4e86\u795e\u7ecf\u5f15\u64ce\uff0c\u6700\u8457\u540d\u7684NPU\u5f53\u5c5e\u8c37\u6b4c\u7684TPU\uff08\u5f20\u91cf\u5904\u7406\u5355\u5143\uff09\u3002<\/p>\n<p>2017\u5e74\uff0cApple\u5728A11 \u82af\u7247\u4e2d\u9996\u6b21\u5f15\u5165Neural Engine\uff0c\u5f53\u65f6\u662f\u53cc\u6838\u5fc3\u8bbe\u8ba1\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/564E9F38866208C3CD729F03549BBD16974A282F_size368_w653_h653.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u6b64\u540e\u6bcf\u4e00\u4ee3\u90fd\u5728\u6269\u5c55\u89c4\u6a21\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/0E3881B417410D067187B4F46240DC6BE5312013_size10_w592_h212.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u6b64\u6b21\u7814\u7a76\u7684\u5bf9\u8c61\uff0c\u662f\u82f9\u679cM4\u82af\u7247\u7684ANE\uff08\u4ee3\u53f7H16G\uff09\uff1a<\/p>\n<p>16\u6838\u5fc3\uff0c\u652f\u6301127\u6761\u8bc4\u4f30\u8bf7\u6c42\u7684\u961f\u5217\u6df1\u5ea6\uff1b<\/p>\n<p>\u5177\u5907\u72ec\u7acb\u7684DVFS\uff08\u52a8\u6001\u7535\u538b\/\u9891\u7387\u8c03\u8282\uff09\uff1b<\/p>\n<p>\u5e76\u4e14\u62e5\u6709\u4e25\u683c\u7684\u7535\u6e90\u95e8\u63a7\u673a\u5236\uff0c\u7a7a\u95f2\u65f6\u529f\u8017\u7cbe\u786e\u964d\u81f30\u6beb\u74e6\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>\u63a8\u7406\u82af\u7247\u7adf\u80fd\u7528\u4e8e\u8bad\u7ec3\uff0c\u80fd\u6548\u8fd8\u5f88\u9ad8\uff01<\/strong><\/p>\n<p>ANE\u672c\u8eab\u6027\u80fd\u6781\u5176\u5f3a\u5927\uff0c\u4f46\u82f9\u679c\u901a\u8fc7CoreM\u5c06\u5b83\u9650\u5236\u5728\u300c\u4ec5\u63a8\u7406\u300d\u7528\u9014\u3002<\/p>\n<p>\u771f\u6b63\u7684\u969c\u788d\uff0c\u4ece\u6765\u4e0d\u662f\u786c\u4ef6\u80fd\u529b\uff0c\u800c\u662f\u8f6f\u4ef6\u652f\u6301\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u5b8c\u6574\u7684ANE\u8f6f\u4ef6\u5806\u6808\u7684\u6837\u5b50\uff0c\u4ece\u516c\u5171\u7684CoreML API\u5230\u786c\u4ef6\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/4D1DBFDCCB0005E46D86A4138273A0CBF80B5F42_size74_w605_h493.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\" \/><\/p>\n<p>\u5173\u952e\u6d1e\u5bdf\uff1aCoreML\u4e0d\u662f\u552f\u4e00\u7684\u5165\u53e3\u3002AppleNeuralEngine.framework\u4e2d\u7684_ANEClient\u7c7b\u63d0\u4f9b\u4e86\u5bf9\u7f16\u8bd1\u2192\u52a0\u8f7d\u2192\u8bc4\u4f30\u6d41\u7a0b\u7684\u76f4\u63a5\u8bbf\u95ee\u3002CoreML\u53ea\u662f\u9876\u90e8\u7684\u4e00\u4e2a\u4fbf\u5229\u5c42\u3002<\/p>\n<p>\u800cManjeet Singh\u60f3\u8bc1\u660e\u5728Apple Neural Engine\uff08ANE\uff09\u4e0a\u8fdb\u884c\u8bad\u7ec3\u2014\u2014\u4ee5\u53ca\u5728\u5176\u4ed6NPU\u4e0a\u8fdb\u884c\u8bad\u7ec3\u2014\u2014\u662f\u53ef\u884c\u7684\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/DDAE2F88E0161CEC6203C62DF423BEF1CAD55293_size118_w400_h400.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u8d77\u56e0\u662f\u4ed6\u4e70\u4e86\u4e00\u53f0Mac mini M4\uff0c\u60f3\u5229\u7528\u5b83\u7684\u7b97\u529b\u6765\u5b8c\u6210\u4ed6\u7684\u7f16\u8bd1\u5668\u9879\u76ee\u3002<\/p>\n<p><strong>\u8fd9\u4e2a\u9879\u76ee\u901a\u8fc7\u9006\u5411\u79c1\u6709API\uff0c\u7ed5\u8fc7\u4e86\u8fd9\u4e00\u9650\u5236\uff0c\u5c55\u793a\u4e86\u5f53\u4f60\u771f\u6b63\u91ca\u653e\u786c\u4ef6\u80fd\u529b\u65f6\uff0c\u5b83\u80fd\u505a\u5230\u4ec0\u4e48\u3002<\/strong><\/p>\n<p>\u8fd9\u6b3eNPU\u5ba3\u79f0\u62e5\u670938 TFLOPS\u7684INT8\u7b97\u529b\uff08\u4f46\u5b83\u5b9e\u9645\u662fFP16\u5904\u7406\u5668\uff0c\u6240\u4ee5\u5b9e\u9645\u7b97\u529b\u51cf\u534a\uff09\u3002<\/p>\n<p><strong>\u6700\u7ec8\uff0c\u4ed6\u642d\u5efa\u4e86\u4e00\u4e2a\u5b9a\u5236\u5316\u7684\u8bad\u7ec3\u6d41\u6c34\u7ebf\uff0c\u6210\u529f\u8bad\u7ec3\u4e86\u4e00\u4e2a1.1\u4ebf\u53c2\u6570\u7684\u5fae\u578bGPT\u6a21\u578b\u3002<\/strong><\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u76ee\u524d\u65e0\u6cd5\u7528\u5355\u82af\u7247\u8bad\u7ec3\u66f4\u5927\u7684\u6a21\u578b\uff0c\u4f46\u7406\u8bba\u4e0a\uff0c\u901a\u8fc7\u96c6\u7fa4\u6216\u8bb8\u53ef\u4ee5\u8bad\u7ec3\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b\u3002\u4e0d\u8fc7\u5373\u4f7f\u5355\u53f0\u8bbe\u5907\uff0c\u4e5f\u5e94\u8be5\u80fd\u5bf930\u4ebf\u621670\u4ebf\u53c2\u6570\u7684\u6a21\u578b\u8fdb\u884cLoRA\u5fae\u8c03\u3002<\/p>\n<p>\u518d\u6b21\u5f3a\u8c03\uff0c\u4e3a\u4ec0\u4e48\u8981\u5728NPU\u4e0a\u8bad\u7ec3\uff1f<\/p>\n<p>\u56e0\u4e3a\u80fd\u6548\u6781\u9ad8\u3002<\/p>\n<p>ANE\u5728\u5cf0\u503c\u7b97\u529b\u4e0b\u529f\u8017\u4ec52.8W\uff0c19 TFLOPS\u80fd\u6548\u6bd4\u9ad8\u8fbe6.6 TFLOPS\/\u74e6\uff0c\u582a\u79f0\u75af\u72c2\uff01<\/p>\n<p>\u5bf9\u6bd4\u4e4b\u4e0b\uff0cMetal GPU\u53ea\u6709\u4e3a1 TFLOPS\/\u74e6\uff0cH100\u4e3a1.4 TFLOPS\/\u74e6\uff09<\/p>\n<p>\u9700\u8981\u660e\u786e\u7684\u662f\uff1a<\/p>\n<p><strong>\u8bad\u7ec3\u662f\u53ef\u884c\u7684\uff0c\u4f46\u5229\u7528\u7387\u5f88\u4f4e\uff08\u7ea6\u5cf0\u503c\u7684 2-3%\uff09\uff0c\u5e76\u4e14\u8fd8\u5b58\u5728\u91cd\u5927\u7684\u5de5\u7a0b\u6311\u6218\u3002<\/strong><\/p>\n<p><strong>\u8bb8\u591a\u9010\u5143\u7d20\u8fd0\u7b97\u4ecd\u7136\u4f1a\u56de\u9000\u5230 CPU \u6267\u884c\u3002<\/strong><\/p>\n<p><strong>\u76ee\u524d\uff0c\u8fd9\u9664\u4e86\u7528\u4e8e\u5c0f\u578b\u7814\u7a76\u6a21\u578b\u5916\uff0c\u8fd8\u4e0d\u80fd\u66ff\u4ee3GPU\u8bad\u7ec3\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/ECE39149CFF0F8E9AC3F1173BC5554567DC41A9F_size2_w112_h59.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\"  style5=\"width: 112px;\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\" \/><\/p>\n<p><strong>\u6d4b\u8bd5\u7ed3\u679c\u4ee4\u4eba\u60ca\u8bb6<\/strong><\/p>\n<p>\u6700\u540e\u7684\u53d1\u73b0\u4ee4\u4eba\u60ca\u8bb6\uff1a<\/p>\n<p>\u867d\u7136\u300c38 TOPS\u300d\u8fd9\u4e2a\u6570\u5b57\u5728\u6280\u672f\u5c42\u9762\u6ca1\u6709\u9519\u8bef\uff0c\u4f46\u5374\u6781\u5177\u8bef\u5bfc\u6027\u3002<\/p>\n<p>\u82f9\u679c\u4ece\u672a\u516c\u5f00\u8fc7\u5173\u4e8e\u5982\u4f55\u69a8\u53d6ANE\u6700\u5927\u541e\u5410\u91cf\u7684\u4f18\u5316\u6a21\u5f0f\u3002<\/p>\n<p>\u8fd9\u91cc\u591a\u89e3\u91ca\u4e00\u4e0b\u2014\u2014<\/p>\n<p>TOPS\u662fTera Operations Per Second\u7684\u7f29\u5199\uff0c1TOPS\u4ee3\u8868\u5904\u7406\u5668\u6bcf\u79d2\u949f\u53ef\u8fdb\u884c\u4e00\u4e07\u4ebf\u6b21\uff0810^12\uff09\u64cd\u4f5c\u3002<\/p>\n<p><strong>\u5b83\u4e3b\u8981\u8861\u91cf\u7406\u8bba\u6700\u5927\u541e\u5410\u91cf\uff0c\u800c\u975e\u5b9e\u9645\u541e\u5410\u91cf\u3002\u7531\u4e8e\u5927\u591a\u6570\u8fd0\u7b97\u90fd\u662f\u4e58\u52a0\u8fd0\u7b97\uff08MAC\uff09\uff0c\u56e0\u6b64TOPS\u7684\u8ba1\u7b97\u516c\u5f0f\u4e3a\uff1a\uff08\u4e58\u79ef\u7d2f\u52a0\u8fd0\u7b97MAC\u5355\u5143\u6570\u91cf\uff09x\uff08MAC\u64cd\u4f5c\u9891\u7387\uff09x 2\u3002<\/strong><\/p>\n<p>\u8fd9\u662f\u51b3\u5b9aAI\u8fd0\u884c\u901f\u5ea6\u7684\u6700\u91cd\u8981\u7684\u53c2\u6570\u3002<\/p>\n<p><strong>\u77e9\u9635\u4e58\u6cd5\u6269\u5c55\uff1a\u57fa\u7840\u6d4b\u8bd5<\/strong><\/p>\n<p>\u4ed6\u4eec\u4ece\u6700\u7b80\u5355\u7684\u57fa\u51c6\u6d4b\u8bd5\u5f00\u59cb\uff1a\u5bf9\u9012\u589e\u5c3a\u5bf8\u7684\u65b9\u9635\u6267\u884c\u4e58\u6cd5\u8fd0\u7b97\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/094B0CAEFF4BD7552343917A0C0BCBDA2C894194_size12_w741_h275.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u6d4b\u8bd5\u7ed3\u679c\u63ed\u793a\u4e24\u5927\u5173\u952e\u73b0\u8c61\uff1a<\/p>\n<p>256&times;256\u77e9\u9635\u53d7\u9650\u4e8e\u8c03\u5ea6\u5f00\u9500\uff1a\u57280.101\u6beb\u79d2\u7684\u8fd0\u884c\u65f6\u95f4\u4e2d\uff0c\u5927\u90e8\u5206\uff08\u7ea60.095\u6beb\u79d2\uff09\u6d88\u8017\u4e8eXPC\u548cIOKit\u6846\u67b6\u7684\u901a\u4fe1\uff0c\u771f\u6b63\u7684\u8ba1\u7b97\u4ec5\u5360\u7ea60.006\u6beb\u79d2\u3002<\/p>\n<p>\u6027\u80fd\u57284096\u5c3a\u5bf8\u65f6\u663e\u8457\u4e0b\u964d\uff1a\u4ece2048\u5c3a\u5bf8\u65f6\u76845.7 TFLOPS\u964d\u81f34096\u5c3a\u5bf8\u65f6\u76844.0 TFLOPS\uff0c\u8fd9\u8868\u660e\u5b58\u5728<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\u6ea2\u51fa\u95ee\u9898\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/2D9A30B9BBA2F729F045E982C9CDBA130B9BC0C7_size34_w603_h290.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>SRAM\u6027\u80fd\u60ac\u5d16<\/strong><\/p>\n<p>2048\u52304096\u5c3a\u5bf8\u7684\u6027\u80fd\u9aa4\u964d\u6b63\u662fSRAM\u6027\u80fd\u60ac\u5d16\u7684\u4f53\u73b0\u3002<\/p>\n<p>\u4e00\u6b21\u77e9\u9635\u4e58\u6cd5\u7684\u8ba1\u7b97\u96c6\u5305\u542b\u4e09\u4e2a\u77e9\u9635\uff08A\u3001B\u3001C\uff09\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/410C0FCD534EBBCB296063A75CD91F8BB1164341_size37_w741_h230.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u4ee5FP16\u7cbe\u5ea6\u8ba1\u7b97\uff1a<\/p>\n<p>\u5f53\u5c3a\u5bf8\u4e3a2048&times;2048\u65f6\uff0c24 MB\u7684\u8ba1\u7b97\u96c6\u5b8c\u5168\u9002\u914d\u82af\u7247\u4e0a\u7684SRAM\uff0c\u56e0\u6b64\u80fd\u8fbe\u5230\u5cf0\u503c\u5355\u6b21\u8fd0\u7b97\u541e\u5410\u91cf\uff085.7 TFLOPS\uff09\u3002<\/p>\n<p>\u5f53\u5c3a\u5bf8\u589e\u81f34096&times;4096\u65f6\uff0c96 MB\u7684\u8ba1\u7b97\u96c6\u8fdc\u8d85SRAM\u5bb9\u91cf\uff08\u7ea63\u500d\uff09\uff0c\u8feb\u4f7f\u6570\u636e\u9891\u7e41\u4ea4\u6362\u81f3DRAM\uff0c\u5bfc\u81f4\u541e\u5410\u91cf\u9510\u51cf30%\u3002<\/p>\n<p>\u8fd9\u4e00\u6027\u80fd\u572824MB\uff08\u5feb\u901f\uff09\u548c96MB\uff08\u6162\u901f\uff09\u4e4b\u95f4\u7684\u5267\u70c8\u53d8\u5316\uff0c\u8868\u660eANE\u7684\u7247\u4e0aSRAM\u5bb9\u91cf\u7ea6\u4e3a32 MB\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/4EA4C2B96C0EB558ECABA19B29F6DE3E8D1B3782_size49_w561_h270.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u6027\u80fd\u5e76\u975e\u5728\u8fbe\u5230\u754c\u9650\u65f6\u7a81\u7136\u5d29\u6e83\uff0c\u800c\u662f\u9010\u6e10\u4e0b\u964d\uff0c\u8fd9\u6697\u793a\u5176\u91c7\u7528\u4e86\u4e00\u79cd\u7c7b\u4f3c\u7f13\u5b58\u7684\u5206\u5c42\u67b6\u6784\uff0c\u800c\u975e\u56fa\u5b9a\u7684\u4fbf\u7b7e\u5f0f\u5b58\u50a8\u5668\u3002<\/p>\n<p><strong>\u5377\u79ef\u8fd0\u7b97\u4f18\u4e8e\u77e9\u9635\u4e58\u6cd5<\/strong><\/p>\n<p>\u82f9\u679c\u6587\u6863\u4e2d\u5e76\u672a\u660e\u786e\u7684\u4e00\u70b9\u662f\uff1aANE\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u4e3a\u5377\u79ef\u8bbe\u8ba1\u7684\u5f15\u64ce\u3002\u5c06\u76f8\u540c\u7684\u8ba1\u7b97\u4efb\u52a1\u8868\u8fbe\u4e3a1&times;1\u5377\u79ef\uff0c\u800c\u975e\u77e9\u9635\u4e58\u6cd5\uff0c\u80fd\u83b7\u5f97\u663e\u8457\u63d0\u5347\u7684\u541e\u5410\u91cf\u3002<\/p>\n<p>\u4e00\u4e2a\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97 C[M,N] = A[M,K] @ B[K,N] \u53ef\u4ee5\u901a\u8fc7\u91cd\u5851\u6570\u636e\uff0c\u5b8c\u7f8e\u8f6c\u5316\u4e3a\u4e00\u4e2a1&times;1\u5377\u79ef\uff1a<\/p>\n<p>\u8f93\u5165\u91cd\u5851\u4e3a\uff1a(1, K, 1, M)<\/p>\n<p>\u6743\u91cd\u91cd\u5851\u4e3a\uff1a(N, K, 1, 1)<\/p>\n<p>\u8f93\u51fa\u91cd\u5851\u4e3a\uff1a(1, N, 1, M)<\/p>\n<p>\u8fd0\u7b97\u91cf\u548c\u6700\u7ec8\u7ed3\u679c\u5b8c\u5168\u76f8\u540c\uff0c\u4f46ANE\u7684\u5377\u79ef\u6570\u636e\u901a\u8def\u80fd\u4ee5\u9ad8\u5f97\u591a\u7684\u6548\u7387\u5904\u7406\u8fd9\u79cd\u5f62\u5f0f\u3002<\/p>\n<p><strong>\u6df1\u5ea6\u56fe\u7f51\u7edc\u80fd\u586b\u6ee1\u6d41\u6c34\u7ebf<\/strong><\/p>\n<p>\u5355\u4e2a\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c\u4ec5\u80fd\u5229\u7528ANE\u7ea630%\u7684\u5cf0\u503c\u80fd\u529b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/5F6B85632A120BAA32C87B34878C604CFDED2CC2_size59_w718_h390.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u8be5\u786c\u4ef6\u4e13\u4e3a\u5904\u7406\u56fe\u7f51\u7edc\u800c\u8bbe\u8ba1\u2014\u2014\u5373\u80fd\u591f\u6301\u7eed\u8ba9\u5168\u90e816\u4e2a\u6838\u5fc3\u4fdd\u6301\u5fd9\u788c\u72b6\u6001\u7684\u8fd0\u7b97\u94fe\u6761\u3002<\/p>\n<p>\u94fe\u63a5\u7684\u8fd0\u7b97\u8d8a\u591a\uff0c\u5c31\u8d8a\u63a5\u8fd1\u7406\u8bba\u4e0a\u7684\u5cf0\u503c\u6027\u80fd\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/1807AFA6216655B4007C58321535090723BD9BCE_size36_w510_h233.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>\u6700\u5927\u5316ANE\u541e\u5410\u91cf\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%bb%84%e9%87%91\" title=\"View all posts in \u9ec4\u91d1\" target=\"_blank\" class=\"tag_link\">\u9ec4\u91d1<\/a>\u6cd5\u5219\uff1a<\/strong><\/p>\n<p><strong>\u6784\u5efa\u6df1\u5ea6\u56fe\uff0c\u800c\u975e\u5e7f\u5ea6\u56fe\uff1a\u5728\u4e00\u4e2aMIL\u7a0b\u5e8f\u4e2d\u94fe\u63a516\u81f364\u4e2a\u8fd0\u7b97\u3002\u5b64\u7acb\u7684\u5355\u6b21\u8fd0\u7b97\u4f1a\u6d6a\u8d3970%\u7684\u786c\u4ef6\u80fd\u529b\u3002<\/strong><\/p>\n<p><strong>\u4f18\u5148\u4f7f\u7528\u5377\u79ef\u800c\u975e\u77e9\u9635\u4e58\u6cd5\uff1a1&times;1\u5377\u79ef\u80fd\u5229\u7528\u5feb\u901f\u6570\u636e\u901a\u8def\uff0c\u800c\u77e9\u9635\u4e58\u6cd5\u7684\u901f\u5ea6\u8981\u61623\u500d\u3002<\/strong><\/p>\n<p><strong>\u4e25\u683c\u63a7\u5236\u6570\u636e\u572832MB\u4ee5\u5185\uff1a\u786e\u4fdd\u6bcf\u4e2a\u5f20\u91cf\u7684\u5185\u5b58\u5360\u7528\u4e0d\u8d85\u8fc7SRAM\u5bb9\u91cf\u3002\u6570\u636e\u6ea2\u51fa\u5230DRAM\u4f1a\u4e25\u91cd\u635f\u5bb3\u541e\u5410\u91cf\u3002<\/strong><\/p>\n<p><strong>\u907f\u514d\u53d7\u9650\u4e8e\u8c03\u5ea6\u7684\u5fae\u5c0f\u8fd0\u7b97\uff1a\u4efb\u4f55\u6267\u884c\u65f6\u95f4\u4f4e\u4e8e\u7ea61\u6beb\u79d2\u7684\u64cd\u4f5c\uff0c\u5176\u4e3b\u8981\u8017\u65f6\u90fd\u6765\u81ea\u4e8e\u7ea60.095\u6beb\u79d2\u7684\u8c03\u5ea6\u5f00\u9500\u3002<\/strong><\/p>\n<p><strong>CoreML vs _ANEClient\uff1a\u96be\u4ee5\u5ffd\u89c6\u7684\u5f00\u9500\u7a0e<\/strong><\/p>\n<p>CoreML\u7a76\u7adf\u635f\u5931\u4e86\u591a\u5c11\u6027\u80fd\uff1f<\/p>\n<p>\u53ef\u4ee5\u901a\u8fc7\u4e24\u6761\u8def\u5f84\u6d4b\u91cf\u76f8\u540c\u7684\u8fd0\u7b97\uff0c\u6765\u8ba1\u7b97\u6027\u80fd\u635f\u5931\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/A0ACDBE69ADD426E6B1D6BCC8107BE75030C74AC_size36_w811_h273.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>\u5bf9\u4e8e\u5c0f\u578b\u8fd0\u7b97\uff0cCoreML\u589e\u52a0\u4e862-4\u500d\u7684\u5f00\u9500\u3002<\/strong><\/p>\n<p>\u5728\u9ad8\u541e\u5410\u91cf\u914d\u7f6e\u4e0b\uff0c\u7531\u4e8eANE\u8ba1\u7b97\u65f6\u95f4\u5360\u4e3b\u5bfc\uff0c\u8fd9\u4e00\u5dee\u8ddd\u4f1a\u7f29\u5c0f\u3002\u4f46\u5bf9\u4e8e\u5ef6\u8fdf\u654f\u611f\u578b\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff08\u5982\u5927\u8bed\u8a00\u6a21\u578b\u7684token\u89e3\u7801\u3001\u5b9e\u65f6\u63a8\u7406\uff09\uff0cCoreML\u5e26\u6765\u7684\u6027\u80fd\u635f\u5931\u76f8\u5f53\u4e25\u91cd\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/5EEAF85745DCE409185E9E349CEEE85927A74A36_size32_w544_h285.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>INT8 = FP16\uff1a\u300c38 TOPS\u300d\u7684\u73b0\u5b9e\u542b\u4e49<\/strong><\/p>\n<p>\u82f9\u679c\u5ba3\u79f0M4\u795e\u7ecf\u5f15\u64ce\u62e5\u6709\u300c38 TOPS\u300d\u7684\u7b97\u529b\u3002\u4ee5\u4e0b\u662f\u8fd9\u4e00\u6570\u5b57\u7684\u771f\u5b9e\u542b\u4e49\u3002<\/p>\n<p>\u5728FP16\u548cINT8\u4e24\u79cd\u7cbe\u5ea6\u4e0b\uff0c\u6d4b\u91cf\u4e86\u5b8c\u5168\u76f8\u540c\u7684\u8fd0\u7b97\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/BB4EEFE111F0FEED7F36BAF5CE3611A1EC004744_size21_w728_h256.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u6700\u540e\u53d1\u73b0\uff1a<\/p>\n<p>INT8\u5e76\u672a\u5e26\u6765\u9884\u671f\u76842\u500d\u901f\u5ea6\u63d0\u5347\u3002<\/p>\n<p>INT8\u548cFP16\u7684\u541e\u5410\u91cf\u51e0\u4e4e\u76f8\u540c\u3002ANE\u5728\u6267\u884c\u8ba1\u7b97\u524d\uff0c\u4f1a\u5c06INT8\u6743\u91cd\u53cd\u91cf\u5316\u4e3aFP16\u683c\u5f0f\u3002<\/p>\n<p>INT8\u4ec5\u8282\u7701\u4e86\u5185\u5b58\u5e26\u5bbd\uff08\u4eceDRAM\u5185\u5b58\u52a0\u8f7d\u66f4\u5c0f\u7684\u6743\u91cd\uff09\uff0c\u5e76\u672a\u8282\u7701\u8ba1\u7b97\u5468\u671f\u3002<\/p>\n<p><strong>\u82f9\u679c\u7684\u300c38 TOPS INT8\u300d\u662f\u8fd9\u6837\u8ba1\u7b97\u51fa\u6765\u7684\uff1a19 TFLOPS FP16 &times; 2\u3002<\/strong><\/p>\n<p>\u8fd9\u7b26\u5408\u884c\u4e1a\u60ef\u4f8b\uff0c\u5373\u5c06INT8\u64cd\u4f5c\u6570\u89c6\u4e3aFP16\u7684\u4e24\u500d\u3002\u4f46\u786c\u4ef6\u5b9e\u9645\u4e0a\u5e76\u4e0d\u80fd\u4ee5\u4e24\u500d\u7684\u901f\u5ea6\u6267\u884cINT8\u8fd0\u7b97\u3002<\/p>\n<p>\u771f\u6b63\u7684\u5cf0\u503c\u6027\u80fd\u662f19 TFLOPS FP16\uff0c\u65e0\u8bba\u4f60\u4f7f\u7528\u4f55\u79cd\u91cf\u5316\u7cbe\u5ea6\uff0c\u6240\u83b7\u5f97\u7684\u6700\u9ad8\u6027\u80fd\u5c31\u662f\u5982\u6b64\u3002<\/p>\n<p>\u8fd9\u6070\u597d\u662f\u6839\u636e\u786c\u4ef6\u914d\u7f6e\uff0816\u6838\u5fc3&times;\u7ea6 1.2 TFLOPS\/\u6838\u5fc3\uff09\u8ba1\u7b97\u51fa\u7684\u7406\u8bba\u5cf0\u503c\u7684100%\u3002<\/p>\n<p>\u572832\u5c42\u4ee5\u4e0a\u7684\u6df1\u5ea6\u7f51\u7edc\u4e2d\u8fbe\u523094%\u7684\u5229\u7528\u7387\uff0c\u610f\u5473\u7740\u51e0\u4e4e\u6d4b\u91cf\u4e86\u786c\u4ef6\u7684\u539f\u59cb\u6781\u9650\u80fd\u529b\u3002<\/p>\n<p><strong>\u80fd\u6548\uff1aANE\u9690\u85cf\u7684\u738b\u8005<\/strong><\/p>\n<p>\u5982\u679c\u53ea\u770b\u541e\u5410\u91cf\uff0cGPU\u7a33\u8d62\u3002<\/p>\n<p><strong>\u4f46ANE\u771f\u6b63\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u60ca\u4eba\u7684\u6548\u7387\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/D71A19CAB5E6E198A41423CC9500E78F97120727_size16_w714_h144.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/B886F4CD8DD1F1BE2B0977A7CDC34F929EA304CF_size22_w500_h183.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u96f6\u529f\u8017\u5f85\u673a\u3002ANE \u91c7\u7528\u4e86\u786c\u6027\u7535\u6e90\u95e8\u63a7\u6280\u672f\u2014\u2014\u5b83\u4e0d\u4ec5\u5173\u95ed\u65f6\u949f\uff0c\u800c\u662f\u5728\u95f2\u7f6e\u65f6\u5b8c\u5168\u5207\u65ad\u7535\u6e90\u3002\u8fd9\u6d88\u9664\u4e86\u4efb\u4f55\u6cc4\u6f0f\u7535\u6d41\u548c\u5f85\u673a\u7535\u91cf\u6d88\u8017\u3002<\/p>\n<p>\u5728\u5cf0\u503c\u8d1f\u8f7d\u4e0b\uff0c\u5b83\u80fd\u5b9e\u73b0 6.6 TFLOPS\/\u74e6\u7684\u80fd\u6548\uff0c\u9065\u9065\u9886\u5148GPU\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/3A1936016EB7CA87DC8892E6F650ACB7CE927070_size17_w942_h446.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p>\u8fd9\u610f\u5473\u7740\uff0c<strong>ANE\u5728\u6267\u884c\u6bcf\u4e2a\u6d6e\u70b9\u8fd0\u7b97\u65f6\u7684\u80fd\u6548\uff0c\u80fd\u6548\u5927\u7ea6\u662fA100\u768480\u500d<\/strong>\u3002\u5f53\u7136\uff0cA100\u62e5\u670950\u500d\u4e8eANE\u7684\u603b\u541e\u5410\u91cf\u3002\u4f46\u5bf9\u4e8e\u4f9d\u8d56\u7535\u6c60\u4f9b\u7535\u7684\u8bbe\u5907\u7aef\u63a8\u7406\u800c\u8a00\uff0cANE\u6027\u80fd\u975e\u51e1\u3002<\/p>\n<p><strong>ANE\u4e0eSME\uff1a\u4f55\u65f6\u9009\u62e9\u4f7f\u7528\u54ea\u79cd<\/strong><\/p>\n<p>M4\u7684CPU\u6838\u5fc3\u8fd8\u914d\u5907\u4e86\u82f9\u679c\u7684SME\uff08\u53ef\u6269\u5c55\u77e9\u9635\u6269\u5c55\uff09\u529f\u80fd\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e24\u8005\u7684\u5bf9\u6bd4\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_11\/B51DD0E67D943B27B466BC15877EA631733C8BBD_size23_w711_h382.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Mac mini\u4e0d\u6b62\u517bAI\u9f99\u867e\uff01\u82f9\u679cM4\u7b97\u529b\u673a\u5bc6\u88ab\u66dd\u5149\uff0cClaude\u7acb\u65b0\u529f\"  \/><\/p>\n<p><strong>\u9002\u5408\u4f7f\u7528ANE\u7684\u573a\u666f<\/strong>\uff1a\u5927\u6279\u91cf\u63a8\u7406\u3001\u5305\u542b16\u5c42\u4ee5\u4e0a\u7684\u6df1\u5ea6\u56fe\u7f51\u7edc\u3001\u5bf9\u80fd\u8017\u6709\u4e25\u683c\u9650\u5236\u7684\u573a\u666f\u3001\u9700\u8981\u6301\u7eed\u9ad8\u541e\u5410\u91cf\u7684\u4efb\u52a1\u3002<\/p>\n<p><strong>\u9002\u5408\u4f7f\u7528SME\u7684\u573a\u666f<\/strong>\uff1a\u5355token\u89e3\u7801\uff08\u96f6\u8c03\u5ea6\u5f00\u9500\uff09\u3001ANE\u4e0d\u652f\u6301\u7684\u81ea\u5b9a\u4e49\u8fd0\u7b97\u3001\u5c0f\u77e9\u9635\u8fd0\u7b97\u3001\u4efb\u4f55\u9700\u8981FP32+\u7cbe\u5ea6\u7684\u8ba1\u7b97\u3002<\/p>\n<p><strong>\u5728M4\u4e0a\u8fdb\u884c\u7406\u60f3\u7684\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u662f\u6df7\u5408\u6a21\u5f0f<\/strong>\uff1a\u9884\u586b\u5145\u9636\u6bb5\uff08\u5927\u6279\u91cf\u3001\u9ad8\u541e\u5410\u91cf\uff09\u4f7f\u7528ANE\uff0c\u89e3\u7801\u9636\u6bb5\uff08\u5355token\u3001\u5bf9\u5ef6\u8fdf\u654f\u611f\uff09\u4f7f\u7528SME\u3002<\/p>\n<\/p>\n<p>\u8fd9\u6b21\u6316\u6398\u4e86ANE\u7684\u771f\u5b9e\u80fd\u529b\uff1a\u57282.8W\u529f\u8017\u4e0b\uff0c\u914d\u5408\u6b63\u786e\u7684\u7f51\u7edc\u7ed3\u6784\uff0c\u53ef\u5b9e\u73b019 TFLOPS FP16\u7684\u6027\u80fd\u3002<\/p>\n<p>\u800c\u63a5\u4e0b\u6765\uff0cManjeet Singh\u8fd8\u5c06\u8be6\u7ec6\u6f14\u793a\u82f9\u679c\u660e\u786e\u4e0d\u652f\u6301\u7684\u529f\u80fd\uff1a\u5728\u795e\u7ecf\u5f15\u64ce\u4e0a\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65b0\u667a\u5143\u62a5\u9053 \u7f16\u8f91\uff1aKingHZ \u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011Claude\u7acb\u5927\u529f\uff01\u5f00\u53d1\u8005\u9760\u5b83\u5256\u6790MIL\u8bed\u8a00\u4e0eE5\u4e8c\u8fdb\u5236\uff0c\u7ed5\u8fc7C [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[71,277,88,367,339,63,238,51],"views":27,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/739574"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=739574"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/739574\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=739574"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=739574"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=739574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}