{"id":39020,"date":"2025-02-27T22:01:44","date_gmt":"2025-02-27T14:01:44","guid":{"rendered":"https:\/\/17aitech.com\/?p=39020"},"modified":"2025-02-27T22:01:44","modified_gmt":"2025-02-27T14:01:44","slug":"arm-%e6%8e%a8%e5%87%ba%e5%85%a8%e7%90%83%e9%a6%96%e4%b8%aa-armv9-%e8%be%b9%e7%bc%98-ai-%e8%ae%a1%e7%ae%97%e5%b9%b3%e5%8f%b0%ef%bc%8c%e6%8e%a8%e5%8a%a8%e7%89%a9%e8%81%94%e7%bd%91%e5%ae%9e%e7%8e%b0","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39020","title":{"rendered":"Arm \u63a8\u51fa\u5168\u7403\u9996\u4e2a Armv9 \u8fb9\u7f18 AI \u8ba1\u7b97\u5e73\u53f0\uff0c\u63a8\u52a8\u7269\u8054\u7f51\u5b9e\u73b0\u65b0\u4e00\u4ee3\u6027\u80fd"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:Arm \u63a8\u51fa\u5168\u7403\u9996\u4e2a Armv9 \u8fb9\u7f18 AI \u8ba1\u7b97\u5e73\u53f0\uff0c\u63a8\u52a8\u7269\u8054\u7f51\u5b9e\u73b0\u65b0\u4e00\u4ee3\u6027\u80fd<\/a><\/p>\n

Arm \u63a7\u80a1\u6709\u9650\u516c\u53f8\uff08\u7eb3\u65af\u8fbe\u514b\u80a1\u7968\u4ee3\u7801\uff1aARM\uff0c\u4ee5\u4e0b\u7b80\u79f0 \u201cArm\u201d\uff09\u4eca\u65e5\u53d1\u5e03 Arm\u00aev9 \u8fb9\u7f18\u4eba\u5de5\u667a\u80fd (AI) \u8ba1\u7b97\u5e73\u53f0\uff0c\u8be5\u5e73\u53f0\u4ee5\u5168\u65b0\u7684 Arm Cortex\u00ae-A320 CPU \u548c\u9886\u5148\u7684\u8fb9\u7f18 AI \u52a0\u901f\u5668 Arm Ethos\u2122-U85 NPU \u4e3a\u6838\u5fc3\uff0c\u53ef\u652f\u6301\u8fd0\u884c\u8d85 10 \u4ebf\u53c2\u6570\u7684\u7aef\u4fa7 AI \u6a21\u578b\u3002<\/p>\n

Arm \u9ad8\u7ea7\u526f\u603b\u88c1\u517c\u7269\u8054\u7f51\u4e8b\u4e1a\u90e8\u603b\u7ecf\u7406 Paul Williamson \u8868\u793a\uff1a\u201cAI \u7684\u9769\u65b0\u5df2\u4e0d\u518d\u5c40\u9650\u4e8e\u4e91\u7aef\u3002\u968f\u7740\u4e16\u754c\u7684\u4e92\u8054\u548c\u667a\u80fd\u5316\u6c34\u5e73\u7684\u65e5\u76ca\u63d0\u5347\uff0c\u4ece\u667a\u6167\u57ce\u5e02\u5230\u5de5\u4e1a\u81ea\u52a8\u5316\uff0c\u5728\u8fb9\u7f18\u4fa7\u5904\u7406 AI \u5de5\u4f5c\u8d1f\u8f7d\u4e0d\u4ec5\u5e26\u6765\u663e\u8457\u7684\u4f18\u52bf\uff0c\u5176\u5fc5\u8981\u6027\u66f4\u662f\u4e0d\u53ef\u6216\u7f3a\u3002\u4e13\u4e3a\u7269\u8054\u7f51\u6253\u9020\u7684 Armv9 \u8fb9\u7f18 AI \u8ba1\u7b97\u5e73\u53f0\u7684\u63a8\u51fa\uff0c\u6807\u5fd7\u7740\u8fd9\u4e00\u53d1\u5c55\u8d8b\u52bf\u8fc8\u5165\u4e86\u91cd\u8981\u7684\u91cc\u7a0b\u7891\u3002\u201d<\/p>\n

Arm Cortex-A320 CPU \u7684\u63a8\u51fa\u5177\u6709\u91cd\u8981\u7684\u91cc\u7a0b\u7891\u610f\u4e49\u3002\u4f5c\u4e3a\u9996\u4e2a\u57fa\u4e8e Armv9 \u67b6\u6784\u7684\u8d85\u9ad8\u80fd\u6548 CPU\uff0c\u8fd9\u4e00\u7a81\u7834\u6027\u7684\u5904\u7406\u5668\u4e3a\u529f\u8017\u6709\u9650\u7684\u8bbe\u5907\u5f15\u5165\u4e86\u6b64\u524d\u4ec5\u5728\u5c16\u7aef\u79fb\u52a8\u8ba1\u7b97\u89e3\u51b3\u65b9\u6848\u4e2d\u4f7f\u7528\u7684\u5148\u8fdb\u529f\u80fd\uff0c\u4f7f\u5176\u5728\u4eba\u5de5\u667a\u80fd (AI) \u5904\u7406\u3001\u5b89\u5168\u6027\u548c\u6574\u4f53\u80fd\u6548\u65b9\u9762\u5747\u5b9e\u73b0\u4e86\u663e\u8457\u63d0\u5347\u3002<\/p>\n

\u9274\u4e8e\u5df2\u6709\u5176\u4ed6 Arm \u5904\u7406\u5668\u5728\u4e3a\u591a\u6837\u5316\u7684\u8fb9\u7f18\u4fa7\u548c\u7aef\u70b9\u8bbe\u5907\u63d0\u4f9b\u826f\u597d\u652f\u6301\uff0c\u4e3a\u4f55\u8fd8\u8981\u5c06 Armv9 \u529f\u80fd\u5f15\u5165\u4e00\u6b3e\u670d\u52a1\u76f8\u540c\u76ee\u6807\u8bbe\u5907\u7684\u5904\u7406\u5668\u6280\u672f\u4e2d\u5462\uff1f\u7b54\u6848\u662f\u987a \u201c\u65f6\u201d \u800c\u4e3a\u3002<\/p>\n

\u5f53\u4eca\u7684\u7269\u8054\u7f51 (IoT) \u73af\u5883\u5bf9\u8fb9\u7f18\u8bbe\u5907\u7684\u9700\u6c42\u66f4\u80dc\u4ee5\u5f80\u3002\u667a\u80fd\u6444\u50cf\u5934\u9700\u8981\u5728\u672c\u5730\u8fd0\u884c\u590d\u6742\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u7b97\u6cd5\uff1b\u5de5\u4e1a\u4f20\u611f\u5668\u987b\u5904\u7406\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60 (ML) \u6a21\u578b\u4ee5\u8fdb\u884c\u9884\u6d4b\u6027\u7ef4\u62a4\uff1b\u5373\u4f7f\u662f\u7b80\u5355\u7684\u7aef\u70b9\u8bbe\u5907\uff0c\u4e5f\u8d8a\u6765\u8d8a\u79bb\u4e0d\u5f00\u589e\u5f3a\u7684\u5b89\u5168\u6027\u548c\u865a\u62df\u5316\u529f\u80fd\u3002\u8fd9\u4e9b\u4e0d\u65ad\u53d8\u5316\u7684\u9700\u6c42\u4f7f\u5f97 Armv9 \u7684\u5148\u8fdb\u529f\u80fd\u4e0d\u518d\u53ea\u662f\u9526\u4e0a\u6dfb\u82b1\uff0c\u800c\u662f\u65b0\u4e00\u4ee3\u7269\u8054\u7f51\u521b\u65b0\u7684\u5fc5\u5907\u6761\u4ef6\u3002<\/p>\n

Armv9 \u67b6\u6784\u5c06 Cortex-A320 \u7684\u9769\u65b0\u529f\u80fd\u5e26\u5230\u4e86\u8fb9\u7f18\u4fa7\uff0c\u901a\u8fc7\u53ef\u4f38\u7f29\u5411\u91cf\u6269\u5c55 (SVE2) \u7b49\u5173\u952e\u7684 Armv9 \u7279\u6027\uff0c\u589e\u5f3a\u4e86 AI \u548c\u6570\u5b57\u4fe1\u53f7\u5904\u7406 (DSP) \u6027\u80fd\uff1b\u540c\u65f6\uff0c\u5b83\u8fd8\u5229\u7528\u4e86\u5185\u5b58\u6807\u8bb0\u6269\u5c55 (MTE) \u4ee5\u53ca\u901a\u8fc7 Secure EL2 (S-EL2) \u63d0\u4f9b\u7684\u5148\u8fdb\u865a\u62df\u5316\u652f\u6301\u7b49\u5168\u9762\u7684\u5b89\u5168\u7279\u6027\u3002\u8fd9\u4e9b\u529f\u80fd\u4e0e Cortex-A320 \u9ad8\u80fd\u6548\u7684\u5fae\u67b6\u6784\u76f8\u7ed3\u5408\uff0c\u4f7f\u5176\u80fd\u591f\u7ef4\u6301\u4e25\u683c\u7684\u80fd\u8017\u9884\u7b97\uff0c\u5e76\u540c\u65f6\u4e3a\u8fb9\u7f18 AI \u5904\u7406\u5f00\u521b\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

\u8fb9\u7f18 AI \u666e\u53ca\u9762\u4e34\u7684\u6700\u4e3b\u8981\u969c\u788d\u4e4b\u4e00\u662f\u8f6f\u4ef6\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u590d\u6742\u6027\uff0c\u8fd9\u6b63\u662f Armv9 \u8fb9\u7f18 AI \u8ba1\u7b97\u5e73\u53f0\u8f6f\u4ef6\u751f\u6001\u7cfb\u7edf\u53d1\u6325\u4f18\u52bf\u7684\u5173\u952e\u6240\u5728\u3002Arm \u5c06 Arm Kleidi \u6269\u5c55\u5230\u7269\u8054\u7f51\uff0c\u8fd9\u662f\u4e00\u5957\u9762\u5411 AI \u6846\u67b6\u5f00\u53d1\u8005\u7684\u8ba1\u7b97\u5e93\uff0c\u65e8\u5728\u4f18\u5316\u57fa\u4e8e Arm CPU \u7684 AI \u548c ML \u5de5\u4f5c\u8d1f\u8f7d\uff0c\u65e0\u9700\u5f00\u53d1\u8005\u989d\u5916\u64cd\u4f5c\u3002KleidiAI \u5df2\u96c6\u6210\u5230\u5e38\u89c1\u7684\u7269\u8054\u7f51 AI \u6846\u67b6\u4e2d\uff0c\u5982 Llama.cpp \u548c ExecuTorch \u6216 LiteRT\uff08\u901a\u8fc7 XNNPACK\uff09\uff0c\u52a0\u901f\u4e86 Meta Llama 3 \u548c Phi-3 \u7b49\u5173\u952e\u6a21\u578b\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0c\u5728 Llama.cpp \u4e0a\u8fd0\u884c\u5fae\u8f6f\u7684 Tiny Stories \u6570\u636e\u96c6\u65f6\uff0cKleidiAI \u4e3a\u65b0\u7684 Cortex-A320 \u5e26\u6765\u4e86\u9ad8\u8fbe 70% \u7684\u6027\u80fd\u63d0\u5347\u3002<\/p>\n

<\/a><\/p>\n

\u8fd9\u4e9b\u63d0\u5347\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u5728\u5f53\u4eca\u5feb\u8282\u594f\u7684\u6280\u672f\u73af\u5883\u4e2d\uff0c\u4ea7\u54c1\u7684\u4e0a\u5e02\u901f\u5ea6\u5f80\u5f80\u51b3\u5b9a\u5176\u6210\u8d25\u3002\u65b0\u7684\u8fb9\u7f18 AI \u8ba1\u7b97\u5e73\u53f0\u786e\u4fdd\u4e86\u4e0e\u66f4\u9ad8\u6027\u80fd Cortex-A \u5904\u7406\u5668\u5728\u8f6f\u4ef6\u5c42\u9762\u7684\u65e0\u7f1d\u517c\u5bb9\u3002\u8fd9\u79cd\u53ef\u6269\u5c55\u6027\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u6253\u9020\u53ef\u968f\u9700\u6c42\u53d8\u5316\u800c\u7075\u6d3b\u8c03\u6574\u7684\u89e3\u51b3\u65b9\u6848\u3002\u501f\u52a9\u5e9e\u5927\u7684 Armv9 \u751f\u6001\u7cfb\u7edf\uff0c\u4ee5\u53ca\u4e0e Linux \u7b49\u529f\u80fd\u4e30\u5bcc\u7684\u64cd\u4f5c\u7cfb\u7edf\u548c Zephyr \u7b49\u5b9e\u65f6\u64cd\u4f5c\u7cfb\u7edf\u7684\u517c\u5bb9\u6027\uff0c\u5f00\u53d1\u8005\u62e5\u6709\u4e86\u524d\u6240\u672a\u6709\u7684\u7075\u6d3b\u6027\u3002\u4ed6\u4eec\u53ef\u4ee5\u5145\u5206\u5229\u7528\u73b0\u6709\u7684\u5de5\u5177\u548c\u77e5\u8bc6\uff0c\u4ee5\u53ca\u8f6f\u4ef6\u590d\u7528\u7684\u4f18\u52bf\uff0c\u4ece\u800c\u52a0\u5feb\u4ea7\u54c1\u4e0a\u5e02\u65f6\u95f4\uff0c\u5e76\u964d\u4f4e\u603b\u4f53\u62e5\u6709\u6210\u672c\u3002\u5168\u7403\u8303\u56f4\u5185\u6709 2,000 \u591a\u4e07\u6d3b\u8dc3\u7684 Arm \u5f00\u53d1\u8005\uff0c\u8fd9\u4e3a\u672a\u6765\u7684\u6280\u672f\u521b\u65b0\u63d0\u4f9b\u4e86\u5de8\u5927\u6f5c\u529b\u3002<\/p>\n

\u5c55\u671b\u672a\u6765\uff0c\u663e\u7136 AI \u7684\u672a\u6765\u8d8b\u52bf\u5c06\u8f6c\u5411\u8fb9\u7f18\uff0c\u800c\u5168\u65b0 Arm \u8fb9\u7f18 AI \u8ba1\u7b97\u5e73\u53f0\u5c06\u6210\u4e3a\u65b0\u4e00\u8f6e\u7269\u8054\u7f51\u521b\u65b0\u7684\u50ac\u5316\u5242\u3002Armv9 \u67b6\u6784\u7684\u7279\u6027\u3001\u5148\u8fdb\u7684 AI \u529f\u80fd\u548c\u5168\u9762\u8f6f\u4ef6\u652f\u6301\u7684\u7ed3\u5408\uff0c\u4e3a OEM \u5382\u5546\u548c\u5f00\u53d1\u8005\u521b\u9020\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

\u8be5\u5e73\u53f0\u80fd\u591f\u652f\u6301\u57fa\u4e8e\u667a\u80fd\u4f53\u7684 AI \u5e94\u7528\u4e0a\u8fd0\u884c\u7ecf\u8fc7\u8c03\u4f18\u7684\u5927\u8bed\u8a00\u6a21\u578b (LLM) \u548c\u5c0f\u8bed\u8a00\u6a21\u578b (SLM)\uff0c\u4ece\u800c\u5f00\u8f9f\u5168\u65b0\u7c7b\u522b\u7684\u8fb9\u7f18\u5e94\u7528\u573a\u666f\u3002\u5728\u672a\u6765\u7684\u573a\u666f\u4e2d\uff0c\u667a\u80fd\u51b3\u7b56\u5c06\u66f4\u63a5\u8fd1\u6570\u636e\u91c7\u96c6\u6e90\u5934\uff0c\u8fd9\u4e0d\u4ec5\u80fd\u663e\u8457\u51cf\u5c11\u5ef6\u8fdf\uff0c\u8fd8\u80fd\u6709\u6548\u63d0\u5347\u9690\u79c1\u4fdd\u62a4\u6c34\u5e73\u3002<\/p>\n

\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u6b21\u6e10\u8fdb\u5f0f\u7684\u8fdb\u6b65\uff0c\u5b83\u4ee3\u8868\u7740\u884c\u4e1a\u5bf9\u8fb9\u7f18\u8ba1\u7b97\u548c AI \u5904\u7406\u65b9\u5f0f\u7684\u6839\u672c\u6027\u53d8\u9769\u3002\u8fd9\u662f\u884c\u4e1a\u9996\u6b21\u8fce\u6765\u4e13\u4e3a\u7269\u8054\u7f51\u5e94\u7528\u4f18\u5316\u7684 Armv9 CPU\uff0c\u5c06\u8d85\u9ad8\u80fd\u6548\u4e0e\u5148\u8fdb AI \u80fd\u529b\u7ed3\u5408\uff0c\u5b9e\u73b0\u4e86\u524d\u6240\u672a\u6709\u7684\u7a81\u7834\u3002<\/p>\n

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