{"id":55457,"date":"2023-09-26T08:36:31","date_gmt":"2023-09-26T00:36:31","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=55457"},"modified":"2023-09-26T08:36:31","modified_gmt":"2023-09-26T00:36:31","slug":"%e5%9f%9f%e6%8e%a7%e5%88%b6%e5%99%a8%e5%b4%9b%e8%b5%b7%e8%87%aa%e9%a9%be%e8%bd%a6%e5%8f%91%e5%b1%95%e9%a9%b6%e5%85%a5%e5%bf%ab%e8%bd%a6%e9%81%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/info\/55457.html","title":{"rendered":"\u57df\u63a7\u5236\u5668\u5d1b\u8d77\u81ea\u9a7e\u8f66\u53d1\u5c55\u9a76\u5165\u5feb\u8f66\u9053"},"content":{"rendered":"

\u5b89\u9738(Ambarella)\u9996\u5e2d\u6280\u672f\u5b98Les\u00a0Kohn\u5728\u548c\u300aEE\u00a0Times\u300b\u7684\u72ec\u5bb6\u8bbf\u8c08\u4e2d\u8bf4\uff1a\u201c\u5ba2\u6237\u4e00\u5f00\u59cb\u90fd\u8bf4\uff0c\u6211\u4eec\u63d0\u4f9b\u7684\u82af\u7247\u6240\u652f\u6301\u7684\u2018\u4eba\u5de5\u667a\u80fd\u2019(AI<\/a>)\u5904\u7406\u80fd\u529b\u8fc7\u4e8e\u5f3a\u5927\uff0c\u6ca1\u6709\u5fc5\u8981\u3002\u73b0\u5728\uff0c\u4ea7\u4e1a\u5bf9\u4e8eAI\u7684\u9700\u6c42\u5f00\u59cb\u66b4\u589e\u3002\u201d<\/p>\n

Ambarella\u7684\u6c7d\u8f66\u4ea7\u4e1a\u5ba2\u6237\u73b0\u5728\u9762\u5bf9\u518d\u5f3a\u5927\u7684AI\u8fd0\u7b97\u80fd\u529b\u4e5f\u4e0d\u5acc\u591a\u3002\u8be5\u516c\u53f8\u7684CV3\u7cfb\u5217\u57df\u63a7\u5236\u5668\u4e3b\u8981\u7528\u4e8e\u5904\u7406L2+\u5230L4\u7ea7\u81ea\u9a7e\u8f66\u7684\u611f\u77e5\u3001\u591a\u611f\u5668\u878d\u5408\u4ee5\u53ca\u8def\u7ecf\u89c4\u5212\u3002CV3\u7cfb\u5217\u63a7\u5236\u5668\u5185\u5efa\u4e13\u5229\u7684AI\u52a0\u901f\u5668\uff0c\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u6700\u9ad820\u4e2a\u56fe\u50cf\u4e32\u6d41\u3002<\/p>\n

\u6c7d\u8f66\u4ea7\u4e1a\u6b63\u9010\u6e10\u671d\u5411\u57df\u63a7\u5236\u5668\u524d\u8fdb\uff0c\u800c\u975e\u5728\u4f20\u611f\u5668\u8fb9\u7f18\u8fdb\u884cAI\u8fd0\u7b97\uff0c\u56e0\u4e3a\u672a\u6765\u81ea\u9a7e\u8f66\u7684\u76f8\u673a\u6570\u52a8\u8f84\u5341\u53f0\u4ee5\u4e0a\uff0c\u800c\u4e14\u8fd8\u9700\u8981\u52a0\u4e0a\u96f7\u8fbe\u4e0e\u5176\u4ed6\u4f20\u611f\u7ec4\u4ef6\u3002<\/p>\n

<\/p>\n

Ambarella<\/b>\u9996\u5e2d\u6280\u672f\u5b98<\/b>Les\u00a0Kohn<\/b>\u5728<\/b>CES\u00a02023<\/b>\u4e0a\u5c55\u793a\u4ea7\u54c1\u3002<\/b>(<\/b>\u6765\u6e90\uff1a<\/b>Ambarella)<\/b><\/p>\n

Kohn\u8868\u793a\uff1a\u201c\u6bcf\u4e00\u4e2a\u4f20\u611f\u5668\u90fd\u53ef\u80fd\u9047\u5230\u9700\u8981\u8fdb\u884c\u5927\u91cf\u8fd0\u7b97\u7684\u60c5\u5883\uff0c\u5982\u679c\u5168\u90e8\u90fd\u8981\u5728\u8fb9\u7f18\u5904\u7406\uff0c\u5c31\u5fc5\u987b\u4e3a\u6bcf\u4e00\u4f20\u611f\u5668\u5206\u914d\u4e00\u5b9a\u8d44\u6e90\u3002\u5176\u7ed3\u679c\u662f\uff0c\u9047\u5230\u5c11\u6570\u9700\u6c42\u91cf\u7279\u522b\u5e9e\u5927\u7684\u60c5\u5883\uff0c\u8fd9\u4e9b\u8d44\u6e90\u5c31\u4e0d\u591f\u7528\u3002\u4f46\u5927\u591a\u6570\u60c5\u5883\u4e0b\uff0c\u8d44\u6e90\u5374\u53cd\u800c\u8fc7\u5269\u3002\u201d<\/p>\n

\u900f\u8fc7\u57df\u63a7\u5236\u5668\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u5cf0\u503c\u4e0e\u4e00\u822c\u60c5\u5883\u4e4b\u95f4\u66f4\u5747\u8861\u5730\u5206\u914d\u5904\u7406\u8d44\u6e90\u3002\u8fd9\u4e5f\u8868\u793a\uff0c\u7ed3\u5408\u4e0d\u540c\u4f20\u611f\u5668\u7684\u539f\u59cb\u8d44\u6599\u53ef\u4ee5\u5b9e\u73b0\u5148\u8fdb\u7684\u4f20\u611f\u5668\u878d\u5408\uff0c\u800c\u65e0\u9700\u8fdb\u884c\u9884\u5904\u7406\u3002<\/p>\n

Kohn\u8868\u793a\uff1a\u201c\u5176\u7ed3\u679c\u5c06\u66f4\u80dc\u4e8e\u4f20\u611f\u5668\u4e2a\u522b\u5904\u7406\u5404\u81ea\u8d44\u6599\uff0c\u56e0\u4e3a\u82e5\u5728\u4f20\u611f\u5668\u9884\u5904\u7406\u540e\u624d\u878d\u5408\u8d44\u6599\uff0c\u5f88\u591a\u4fe1\u606f\u5728\u8fd9\u65f6\u5df2\u7ecf\u9057\u5931\u4e86\u3002\u201d<\/p>\n

\u4e1a\u754c\u5bf9\u4e8e\u57df\u63a7\u5236\u5668\u7684AI\u5904\u7406\u80fd\u529b\u9700\u6c42\u4e0d\u65ad\u63d0\u9ad8\uff0c\u539f\u56e0\u6709\u51e0\u4e2a\u3002<\/p>\n

\u5c3d\u7ba1\u65e7\u5f0f\u7684\u81ea\u9a7e\u8f66\u8f6f\u4ef6\u91c7\u7528\u4f20\u7edf\u7684\u7b97\u6cd5\uff0c\u900f\u8fc7Arm\u5904\u7406\u5668\u6267\u884c\u611f\u77e5\u3001\u878d\u5408\u4ee5\u53ca\u8def\u5f84\u89c4\u5212\u3002\u968f\u7740AI\u6280\u672f\u5174\u8d77\uff0c\u4ece\u611f\u77e5\u90e8\u4efd\u5f00\u59cb\uff0c\u6700\u7ec8\u6db5\u76d6\u81f3\u6574\u4e2aL3\u7ea7\u4e0eL4\u7ea7\u7cfb\u7edf\u3002<\/p>\n

Kohn\u8868\u793a\uff0c\u5ba2\u6237\u8fd8\u9700\u8981\u9884\u7559\u672a\u6765\u7684\u8f6f\u4ef6\u6210\u957f\u7a7a\u95f4\uff0c\u5305\u542b\u4ea7\u54c1\u90e8\u7f72\u540e\u7684\u8ffd\u52a0\u529f\u80fd\u3002\u6b64\u5916\uff0c\u57df\u63a7\u5236\u5668\u7684\u9ad8\u6548\u7387AI\u8fd0\u7b97\u80fd\u529b\u4e5f\u662f\u63a7\u5236\u529f\u8017\u7684\u4e00\u79cd\u65b9\u6cd5\u3002\u867d\u7136\u5728\u5355\u76f8\u673a\u7684\u7cfb\u7edf\u4e2d\uff0c\u529f\u8017\u5dee\u5f02\u4e0d\u4f1a\u592a\u5927\uff0c\u4f46\u5230\u4e86\u5e9e\u5927\u7684L3\u7cfb\u7edf\uff0c\u5176\u529f\u8017\u5dee\u5f02\u5c31\u53ef\u80fd\u76f4\u63a5\u5f71\u54cd\u7535\u52a8\u8f66\u7684\u884c\u9a76\u91cc\u7a0b\u3002<\/p>\n

Kohn\u8865\u5145\u9053\uff0c\u66f4\u590d\u6742\u7684L3\u4e0eL4\u7cfb\u7edf\u5fc5\u5b9a\u9700\u8981\u67d0\u79cd\u5f62\u5f0f\u7684\u5197\u4f59\u673a\u5236\uff0c\u624d\u80fd\u7b26\u5408\u529f\u80fd\u5b89\u5168\u7684\u89c4\u5b9a\u3002\u800c\u8fd9\u4e5f\u4f1a\u589e\u52a0\u5bf9\u4e8eAI\u5904\u7406\u80fd\u529b\u7684\u9700\u6c42\u3002\u4f46AI\u7b97\u6cd5\u672c\u8d28\u4e0a\u5c31\u4e0d\u662f100%\u51c6\u786e\uff0c\u8fd9\u8981\u5982\u4f55\u548c\u4e25\u683c\u7684\u529f\u80fd\u5b89\u5168\u6807\u51c6\u53d6\u5f97\u5e73\u8861\u5462\uff1f<\/p>\n

Kohn\u8bf4\uff1a\u201c\u5728\u6211\u770b\u6765\uff0c\u4efb\u4f55L3\u6216L4\u7ea7\u7684\u7b97\u6cd5\uff0c\u65e0\u8bba\u57fa\u4e8e\u4f20\u7edf\u6216\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u90fd\u4e00\u5b9a\u4f1a\u72af\u9519\u8bef\u3002\u5c31\u6211\u4eec\u76ee\u524d\u6240\u770b\u5230\u7684\uff0c\u597d\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u53d1\u751f\u9519\u8bef\u7684\u673a\u7387\u6bd4\u4f20\u7edf\u7b97\u6cd5\u6765\u5f97\u4f4e\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u4ea7\u4e1a\u5f00\u59cb\u8f6c\u5411\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u3002\u6362\u8a00\u4e4b\uff0c\u5982\u679c\u4f60\u7684\u76ee\u6807\u662f\u5b9e\u73b0ASIL-D\u53ef\u9760\u5ea6\uff0c\u4ecd\u7136\u9700\u8981\u4e00\u4e2a\u591a\u6837\u5316\u7684\u7cfb\u7edf\u7ec4\u5408\u3002\u201d<\/p>\n

\u591a\u6837\u5316\u7684\u7cfb\u7edf\u7ec4\u5408\u53ef\u80fd\u5305\u542b\u57fa\u4e8e\u4f20\u7edf\u7b97\u6cd5\u7684\u68c0\u67e5\u673a\u5236\u3002\u4f46Kohn\u8ba4\u4e3a\uff0c\u6700\u7ec8\u8fd8\u662f\u9700\u8981\u4e24\u4e2a\u72ec\u7acb\u5e73\u884c\u7684\u4e0d\u540c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u3002<\/p>\n

\u4ed6\u8bf4\u9053\uff1a\u201c\u53ea\u8981\u5b83\u4eec\u662f\u5b8c\u5168\u72ec\u7acb\u7684\uff0c\u5c31\u4e0d\u4f1a\u540c\u65f6\u72af\u540c\u4e00\u79cd\u9519\u8bef\u3002\u8fd9\u6709\u52a9\u4e8e\u8ba9\u4f60\u80fd\u591f\u5b9e\u73b0\u7b49\u540c\u4e8e\u4f20\u7edf\u7b97\u6cd5\u7684ASIL-D\u53ef\u9760\u5ea6\u3002\u201d<\/p>\n

CV3\u7cfb\u5217\u82af\u7247\u642d\u8f7dAmbarella\u81ea\u884c\u7814\u53d1\u7684\u795e\u7ecf\u5411\u91cf\u8fd0\u7b97(NVP)\u5f15\u64ce\uff0c\u505a\u4e3a\u4e13\u7528\u7684AI\u52a0\u901f\u5668\uff0c\u82af\u7247\u4e2d\u7684\u5176\u4ed6\u4e13\u7528\u5f15\u64ce\u8fd8\u5305\u542b\uff1a\u901a\u7528\u5411\u91cf\u5904\u7406\u5668(GVP)\u3001\u56fe\u50cf\u4fe1\u53f7\u5904\u7406\u5668(ISP)\u3001\u7acb\u4f53\u89c6\u89c9\u4e0e\u5149\u6d41\u8fd0\u7b97\u5f15\u64ce\uff0c\u4ee5\u53ca\u7f16\u7801\u5668\u5f15\u64ce\u3002\u8fd9\u5176\u4e2d\u662f\u5426\u8fd8\u6709\u54ea\u4e9bAI\u5de5\u4f5c\u8d1f\u8f7d\u53ef\u4ee5\u8fdb\u4e00\u6b65\u72ec\u7acb\u51fa\u6765\uff0c\u900f\u8fc7\u989d\u5916\u7684\u5f15\u64ce\u8fdb\u884c\u5904\u7406\uff1f<\/p>\n

\u9488\u5bf9\u8fd9\u70b9\uff0cKohn\u8868\u793a\uff1a\u201c\u76ee\u524d\u6765\u8bf4\u8a00\u4e4b\u8fc7\u65e9\u3002AI\u5de5\u4f5c\u7684\u6027\u8d28\u5982\u4eca\u8fd8\u5728\u6301\u7eed\u53d8\u5316\uff0c\u82e5\u6301\u7eed\u5bfc\u5165\u65b0\u7684\u5f15\u64ce\uff0c\u5404\u79cd\u7c7b\u578b\u7684AI\u8fd0\u7b97\u4e4b\u95f4\u662f\u5426\u80fd\u627e\u5230\u5408\u9002\u7684\u5e73\u8861\u53ef\u80fd\u5e26\u6765\u98ce\u9669\u3002\u201d<\/p>\n

Transformer\u795e\u7ecf\u7f51\u7edc\u7684\u89c6\u89c9\u5e94\u7528\u4e5f\u5728\u6301\u7eed\u6210\u957f\u3002CV3\u7cfb\u5217\u82af\u7247\u662f\u6700\u65e9\u652f\u6301Transformer\u7684\u7279\u5b9a\u9886\u57df\u8fb9\u7f18\u8fd0\u7b97\u52a0\u901f\u5668\u3002<\/p>\n

Kohn\u8bf4\u9053\uff1a\u201cTransformer\u6a21\u578b\u8fd1\u5e74\u6765\u8d8a\u6765\u8d8a\u53d7\u5230\u5173\u6ce8\uff0c\u5c24\u5176\u662f\u5728\u6df1\u5ea6\u878d\u5408\u76f8\u5173\u7684\u5e94\u7528\u3002\u56e0\u4e3aTransformer\u76ee\u524d\u65e0\u7591\u662f\u7ed3\u5408\u6240\u6709\u4f20\u611f\u5668\u7684\u6700\u4f73\u5de5\u5177\uff0c\u6216\u81f3\u5c11\u662f\u5176\u4e2d\u7684\u5173\u952e\u7ec4\u4ef6\u4e4b\u4e00\u3002Transformer\u662f\u73b0\u5728\u7684\u6f6e\u6d41\u3002\u201d<\/p>\n

\u5b89\u9738\u7684NVP\u6c47\u96c6\u4e86\u591a\u9879\u53ef\u4ee5\u964d\u4f4e\u5ef6\u8fdf\u4e0e\u63d0\u9ad8\u80fd\u6e90\u6548\u7387\u7684\u5143\u7d20\u3002<\/p>\n

\u5176\u4e2d\u7684\u4e00\u9879\u5173\u952e\u662fNVP\u7684\u6570\u636e\u4e32\u6d41\u7f16\u7a0b\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5e76\u975e\u5217\u51fa\u4f4e\u5c42\u7ea7\u6307\u4ee4\uff0c\u800c\u662f\u5c06\u5377\u79ef\u6216\u77e9\u9635\u76f8\u4e58\u7684\u9ad8\u5c42\u7ea7\u8fd0\u7b97\u5b50(operator)\u7ed3\u5408\u4e3a\u56fe\u8868\uff0c\u7528\u4e8e\u63cf\u8ff0\u8fd0\u7b97\u5355\u4f4d\u95f4\u7684\u5173\u8054\u6027\uff0c\u4ee5\u53ca\u5904\u7406\u5668\u8fd0\u7b97\u6570\u636e\u7684\u65b9\u5f0f\u3002\u6bcf\u4e2a\u8fd0\u7b97\u5b50\u4e4b\u95f4\u7684\u901a\u4fe1\u90fd\u5728\u82af\u7247\u4e0a\u7684\u5b58\u50a8\u5668\u5b8c\u6210\u3002\u8fd9\u4e0eGPU\u4e0d\u540c\uff0cGPU\u6bcf\u4e00\u5c42\u7684\u6570\u636e\u7686\u4eceDRAM\u8bfb\u53d6\uff0c\u5b8c\u6210\u540e\u518d\u50a8\u5b58\u4e3aDRAM\u3002Kohn\u8868\u793a\uff0c\u8fd9\u53ef\u4ee5\u8ba9\u6548\u7387\u63d0\u9ad8\u5341\u500d\u4ee5\u4e0a\u3002<\/p>\n

\u4e0a\u8ff0NVP\u4e2d\u91c7\u7528\u7684\u8fd0\u7b97\u5b50\u7ec4\u5408\u662fAmbarella\u52aa\u529b\u7684\u6210\u679c\u3002\u8be5\u516c\u53f8\u5728\u201c\u7b97\u6cd5\u4f18\u5148\u201d\u7684\u539f\u5219\u4e0b\u7814\u7a76\u5ba2\u6237\u7684\u795e\u7ecf\u7f51\u7edc\u4e0e\u4f20\u7edf\u7b97\u6cd5\uff0c\u9488\u5bf9\u5176\u6253\u9020\u4f18\u5316\u7684\u6f14\u7b97\u5b50\u7ec4\u5408\uff0c\u5e76\u8fdb\u4e00\u6b65\u9488\u5bf9\u8fd9\u4e9b\u6f14\u7b97\u5b50\u8bbe\u8ba1\u4f18\u5316\u7684\u6570\u636e\u8def\u5f84\u3002<\/p>\n

<\/p>\n

CV3<\/b>\u7cfb\u5217\u82af\u7247\u9488\u5bf9<\/b>AI\u00a0<\/b>\u3001\u5411\u91cf\u8fd0\u7b97\u3001<\/b>\u56fe\u50cf<\/b>\u8fd0\u7b97\u3001\u7acb\u4f53\u89c6\u89c9\u4e0e\u5149\u6d41\u8fd0\u7b97\uff0c\u4ee5\u53ca\u7f16\u7801\u5668\u5f15\u64ce\u7b49\u9886\u57df\u63d0\u4f9b\u5176\u4e13\u7528\u7684\u52a0\u901f\u5f15\u64ce\u3002<\/b>(<\/b>\u6765\u6e90\uff1a<\/b>Ambarella)<\/b><\/p>\n

Kohn\u8868\u793a\uff0c\u53e6\u4e00\u4e2a\u5bf9\u6548\u80fd\u6709\u8d21\u732e\u7684\u6280\u672f\u662f\u201c\u7a00\u758f\u8fd0\u7b97\u201d(sparse\u00a0processing)\uff0c\u4e0d\u8bba\u662f\u5bf9\u77e9\u9635\u6216\u5377\u79ef\u76f8\u4e58\u90fd\u76f8\u5f53\u91cd\u8981\u3002<\/p>\n

\u4ed6\u8bf4\uff1a\u201c\u5f88\u591a\u5382\u5546\u5ba3\u79f0\u652f\u6301\u7a00\u758f\u8fd0\u7b97\uff0c\u4f46\u5b9e\u9645\u4e0a\u63d0\u4f9b\u7684\u662f\u7ed3\u6784\u5316\u526a\u679d(structured\u00a0pruning)\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u780d\u6389\u7f51\u7edc\u4e2d\u7684\u90e8\u4efd\u901a\u9053\uff0c\u56e0\u800c\u6539\u53d8\u4e86\u7f51\u7edc\u7684\u7ed3\u6784\u3002\u76f8\u5f62\u4e4b\u4e0b\uff0c\u7a00\u758f\u8fd0\u7b97\u7684\u505a\u6cd5\u662f\uff0c\u4f60\u53ef\u4ee5\u5c06\u4f8b\u5982\u6bcf\u56db\u4e2a\u7cfb\u6570\u4e2d\u7684\u4e24\u4e2a\u8bbe\u4e3a\u96f6\uff0c\u4f46\u8fd9\u4ecd\u7136\u6709\u5176\u5c40\u9650\u6027\u3002\u5f53\u4f60\u7684\u7a00\u758f\u8fd0\u7b97\u5b58\u5728\u8fd9\u4e48\u591a\u9650\u5236\uff0c\u5bf9\u4e8e\u51c6\u786e\u6027\u5c31\u4f1a\u6709\u5f88\u5927\u7684\u5f71\u54cd\u3002\u201d<\/p>\n

Ambarella\u7684\u8bbe\u8ba1\u652f\u6301\u968f\u673a\u7a00\u758f\u8fd0\u7b97\uff1a\u4efb\u4f55\u4f4d\u7f6e\u7684\u4efb\u4f55\u6743\u91cd\u90fd\u53ef\u4ee5\u4e3a\u96f6\uff0c\u5982\u679c\u8d85\u8fc7\u4e00\u534a\u7684\u6743\u91cd\u4e3a\u96f6\uff0c\u5c31\u4e0d\u9700\u5904\u7406\u5176\u4f59\u90e8\u4efd(\u91c7\u7528\u5176\u4ed6\u673a\u5236\u4ecd\u9700\u8981\u5904\u7406\u56db\u4e2a\u96f6\u4e2d\u7684\u4e24\u4e2a)\u3002<\/p>\n

\u7531\u4e8e\u5177\u5907\u8fd9\u79cd\u7075\u6d3b\u6027\uff0c\u8ba9Ambarella\u7684\u6280\u672f\u6bd4\u7ade\u4e89\u5bf9\u624b\u7684\u65b9\u6848\u66f4\u6709\u6548\u5730\u5c06\u7f51\u7edc\u7a00\u758f\u5316(\u7f29\u51cf\u5927\u5c0f)\uff0c\u5e76\u63d0\u5347\u6574\u4f53\u7f51\u7edc\u901f\u5ea6\uff0c\u56e0\u4e3a\u9700\u8981\u7684\u8fd0\u7b97\u91cf\u51cf\u5c11\u4e86\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u65b9\u6cd5\u9700\u8981\u4e00\u4e2a\u53cd\u590d\u8bad\u7ec3\u7684\u8fc7\u7a0b\uff0c\u900f\u8fc7\u6e10\u8fdb\u5f0f\u7684\u7a00\u758f\u5316\uff0c\u5c06\u51c6\u786e\u6027\u63d0\u5347\u5230\u6781\u9650\u3002\u900f\u8fc7Ambarella\u7684\u5de5\u5177\u94fe\u5728\u6bcf\u4e00\u4e2a\u6b65\u9aa4\u53cd\u590d\u8bad\u7ec3\uff0c\u51c6\u786e\u6027\u7684\u635f\u8017\u53ef\u4ee5\u88ab\u964d\u5230\u6700\u5c0f\u3002<\/p>\n

\u76f8\u8f83\u4e8eNVP\uff0c\u72ec\u7acb\u7684\u901a\u7528\u5411\u91cf\u5904\u7406\u5668(GVP)\u4e3b\u8981\u4efb\u52a1\u662f\u96f7\u8fbe\u5904\u7406\u7b97\u6cd5\u3002\u7136\u800c\uff0cKohn\u8868\u793a\uff0c\u82e5\u672a\u6d89\u53ca\u5927\u91cf\u4f7f\u7528\u5377\u79ef\u4e0e\u77e9\u9635\u76f8\u4e58\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u5728GVP\u8fd0\u884c\u7684\u901f\u5ea6\u76f8\u5f53\u4e8eNVP\uff0c\u800c\u4e14\u7531\u4e8e\u5176\u6676\u7c92\u4f53\u79ef\u8f83\u5c0f\uff0c\u56e0\u800c\u80fd\u6e90\u6548\u7387\u66f4\u4f73\u3002<\/p>\n

\u00a0<\/p>\n

<\/p>\n

Ambarella<\/b>\u4e3a\u300a<\/b>EE\u00a0Times\u00a0<\/b>\u300b\u73b0\u573a\u5c55\u793a\u5176\u96f7\u8fbe\u6280\u672f\u3002<\/b>(<\/b>\u6765\u6e90\uff1a<\/b>EE\u00a0Times)<\/b><\/p>\n

CV3\u7684NVP\u52a0\u901f\u5668\u652f\u630116\u4f4d\u30018\u4f4d\u4ee5\u53ca4\u4f4d\u7684\u7cbe\u51c6\u5ea6\u3002Kohn\u8fc7\u53bb\u66fe\u544a\u8bc9\u300aEE\u00a0Times\u300b\uff0c\u6df7\u5408\u7cbe\u5ea6\u5e94\u8be5\u662f\u6700\u5b9e\u9645\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u518d\u90a3\u4e4b\u540e\u6211\u4eec\u4ec5\u770b\u5230\u5c11\u6570\u51e0\u4e2a8\u4f4d\u4ee5\u4e0b\u7684\u8fb9\u7f18\u5e94\u7528\u6848\u4f8b\u3002<\/p>\n

\u4ed6\u8bf4\u9053\uff1a\u201c\u9664\u4e86\u8d85\u4f4e\u529f\u8017\u7684\u5d4c\u5165\u5f0f\u5e94\u7528\uff0c\u8981\u505a\u52308\u4f4d\u4ee5\u4e0b\u7684\u66f4\u590d\u6742\u5e94\u7528\u975e\u5e38\u56f0\u96be\u3002\u5176\u4e2d\u96be\u5ea6\u7279\u522b\u9ad8\u7684\u90e8\u5206\u5728\u4e8e\u542f\u52a8\u6570\u636e\u3002\u5982\u679c\u5c06\u6743\u91cd\u538b\u7f29\u52308\u4f4d\u4ee5\u4e0b\u4f1a\u6bd4\u8f83\u7b80\u5355\uff0c\u800c\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u5df2\u7ecf\u5728\u67d0\u4e9b\u6848\u4f8b\u8fd9\u4e48\u505a\u4e86\u3002\u4e3a\u4e86\u5728\u590d\u6742\u7684\u7f51\u7edc\u4e2d\u5c06\u542f\u52a8\u6570\u636e\u538b\u52308\u4f4d\u4ee5\u4e0b\uff0c\u610f\u5473\u7740\u5f88\u96be\u7ef4\u6301\u51c6\u786e\u6027\u3002\u201d<\/p>\n

Kohn\u8868\u793a\uff0c4\u4f4d\u6743\u91cd\u53ef\u4ee5\u6709\u6548\u6539\u5584\u5b58\u50a8\u533a\u5bbd\u5e26\uff0c\u5e76\u5728\u67d0\u4e9b\u60c5\u5883\u4e0b\u6539\u5584\u6548\u80fd\u3002\u67d0\u4e9b\u5206\u5c42\u751a\u81f3\u53ef\u4ee5\u5728\u7eaf\u7cb9\u76844\u4f4d\u4e0b\u8fd0\u884c\uff0c\u800c\u6709\u4e9b\u5206\u5c42\u81f3\u5c11\u8981\u8fbe\u523016\u4f4d\u542f\u52a8\u3002<\/p>\n

Ambarella\u7684\u5de5\u5177\u53ef\u4ee5\u81ea\u52a8\u5904\u7406\u6df7\u5408\u7cbe\u5ea6\u91cf\u5316\u3002<\/p>\n

Kohn\u8868\u793a\uff1a\u201c\u4e00\u5207\u90fd\u53d6\u51b3\u4e8e\u662f\u5426\u6709\u597d\u7684\u8bad\u7ec3\u6570\u636e\u3002\u6211\u4eec\u4f1a\u6709\u4e00\u4e2a\u91cf\u5316\u7248\u672c\u662f\u4e0d\u9700\u8981\u4efb\u4f55\u91cd\u590d\u8bad\u7ec3\uff0c\u53ea\u9700\u8981\u4e00\u4e9b\u6821\u51c6\u6570\u636e\u3002\u8fd9\u4e48\u505a\u7684\u901f\u5ea6\u66f4\u5feb\u3002\u4f46\u5982\u679c\u4f60\u60f3\u8981\u5c1d\u8bd5\u6781\u9650\uff0c\u4ecd\u7136\u9700\u8981\u91cf\u5316\u611f\u77e5\u7684\u91cd\u590d\u8bad\u7ec3\u3002\u201d<\/p>\n

Kohn\u57281980\u5e74\u4ee3\u66fe\u7ecf\u62c5\u4efb\u82f1\u7279\u5c14(Intel)\u9996\u6b3eRISC\u82af\u7247i860\u7684\u9996\u5e2d\u67b6\u6784\u5e08\uff0c\u957f\u671f\u4ee5\u6765\u5927\u529b\u63a8\u5d07RISC\u3002CV3\u7cfb\u5217\u76ee\u524d\u642d\u8f7dArm\u6838\u5fc3\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u95eeKohn\u8ba4\u4e3a\u662f\u5426\u6709\u4e00\u5929\u4f1a\u5728Ambarella\u65d7\u4e0b\u4ea7\u54c1\u4e2d\u91c7\u7eb3RISC-V\u6838\u5fc3\uff1f<\/p>\n

\u4ed6\u56de\u7b54\u9053\uff1a\u201c\u6211\u4eec\u786e\u5b9e\u66fe\u7ecf\u601d\u8003\u8fc7\u3002\u4f46\u8fd9\u5fc5\u987b\u5728\u6548\u80fd\u4e0a\u4e0e\u9ad8\u7aefArm\u5904\u7406\u5668\u7ade\u4e89\uff0c\u5e76\u540c\u65f6\u7b26\u5408\u529f\u80fd\u5b89\u5168\u7684\u9700\u6c42\uff0c\u8fd9\u662f\u4e00\u5927\u96be\u9898\u3002\u76f8\u5173\u7684\u6280\u672f\u8fd8\u6ca1\u6709\u5230\u4f4d\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u6211\u4eec\u7684\u5ba2\u6237\u662f\u5426\u4f1a\u63a5\u53d7\u4e5f\u662f\u4e2a\u95ee\u9898\u3002\u201d<\/p>\n

\u4ed6\u8868\u793a\uff0c\u6c7d\u8f66\u4ea7\u4e1a\u7684\u5ba2\u6237\u5bf9\u4e8e\u91c7\u7528\u65b0\u67b6\u6784\u5f80\u5f80\u62b1\u6301\u8f83\u4fdd\u5b88\u7684\u6001\u5ea6\u3002Ambarella\u5185\u90e8\u62e5\u6709\u57fa\u4e8eOpenRISC\u00a0(\u65e9\u4e8eRISC-V)\u7684\u6838\u5fc3\u8bbe\u8ba1\uff0c\u6709\u673a\u4f1a\u6539\u9020\u4e3aRISC-V\u3002Kohn\u8bf4\u9053\uff1a\u201c\u5982\u679c\u6211\u4eec\u80fd\u4e3a\u4e3b\u5904\u7406\u5668\u548c\u82af\u7247\u4e0a\u7684\u5176\u4ed6\u7ec4\u4ef6\u63d0\u4f9b\u4e00\u4e2a\u901a\u7528\u7684\u67b6\u6784\uff0c\u90a3\u5c31\u662f\u4e00\u5927\u6210\u5c31\u3002\u201d<\/p>\n

Kohn\u8fdb\u4e00\u6b65\u8868\u793a\uff0c\u4e3a\u4e86\u6ee1\u8db3\u5ba2\u6237\u65e5\u4e0e\u4ff1\u589e\u7684\u9700\u6c42\uff0cAmbarella\u7684\u672a\u6765\u53d1\u5c55\u84dd\u56fe\u662f\u5f00\u53d1\u66f4\u5927\u3001\u66f4\u5feb\u4e14\u66f4\u9ad8\u6548\u7684\u82af\u7247\u3002\u9488\u5bf9L2\u548cL2+\u7684\u5e94\u7528\uff0cAmbarella\u4ecd\u4f1a\u63a8\u51fa\u6210\u672c\u6548\u76ca\u8f83\u9ad8\u7684\u5c0f\u82af\u7247\u3002\u4f46\u9488\u5bf9\u5e7f\u5927\u7684L4\u64cd\u4f5c\u9002\u7528\u8303\u56f4(ODD)\uff0cKohn\u8ba4\u4e3a\uff1a\u201c\u52bf\u5fc5\u9700\u8981\u7528\u5230\u591a\u4e2a\u9ad8\u6548\u80fd\u7684\u5f3a\u5927\u82af\u7247\u3002\u201d<\/p>\n

(\u53c2\u8003\u539f\u6587\uff1aLes Kohn: ‘L4 Will Need Multiple Big Chips’<\/a>\uff0cby\u00a0Sally\u00a0Ward-Foxton)<\/p>\n

\u672c\u6587\u540c\u6b65\u520a\u767b\u4e8e<\/b><\/i>\u53f0\u6e7e\u7248<\/b><\/i>\u300a\u7535\u5b50\u5de5\u7a0b\u4e13\u8f91\u300b\u6742\u5fd7<\/a>2023<\/a>\u5e74<\/a>8<\/a>\u6708<\/a>\u520a<\/a><\/p>\n

\u6587\u7ae0\u6765\u81ea\uff1ahttps:\/\/www.eet-china.com\/<\/p>\n","protected":false},"excerpt":{"rendered":"\u5b89\u9738(Ambarella)\u9996\u5e2d\u6280\u672f\u5b98Les\u00a0Kohn\u5728\u548c\u300aEE\u00a0Times\u300b\u7684\u72ec\u5bb6\u8bbf\u8c08\u4e2d\u8bf4\uff1a\u201c\u5ba2\u6237\u4e00\u5f00\u59cb\u90fd\u8bf4\uff0c […]","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[134],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/55457"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=55457"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/55457\/revisions"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=55457"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=55457"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=55457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}