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alt=\"\"><\/p>\n<p>\u6211\u4eec\u8003\u8651\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u7684\u95ee\u9898\u4e0d\u53ea\u662f\u8bf4\u6570\u636e\u91cf\u5927\uff0c\u7f51\u7edc\u6bd4\u8f83\u590d\u6742\uff0c\u5176\u5b9e\u6211\u4eec\u8981\u540c\u65f6\u8003\u8651\u7279\u5f81\u91cf\u4ee5\u53ca\u8ba1\u7b97\u7279\u5f02\u6027\u7684\u95ee\u9898\u3002\u53ef\u4ee5\u770b\u5230\u867d\u7136\u6709\u8fd9\u6837\u7684\u4e00\u4e9b\u5dee\u5f02\uff0c\u8fd9\u4e9b\u7ed9\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u8bbe\u8ba1\u5e26\u6765\u4e86\u6311\u6218\uff0c\u4f46\u662f\u6574\u4f53\u4e0a\u800c\u8a00\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u8ba1\u7b97\u6a21\u5f0f\u76f8\u5bf9\u8fd8\u662f\u7edf\u4e00\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u7cbe\u5de7\u7684\u8bbe\u8ba1\u6765\u6253\u9020\u66f4\u597d\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u652f\u6301\u5e7f\u6cdb\u7684\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u4efb\u52a1\u3002<\/p>\n<p><strong>\u767e\u5ea6\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6PaddlePaddle<\/strong><\/p>\n<p>\u4e0b\u9762\u6211\u4ecb\u7ecd\u4e00\u4e0b\u767e\u5ea6\u6253\u9020\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6PaddlePaddle\uff0c\u9996\u5148\u56de\u987e\u4e00\u4e0b\uff0cPaddlePaddle\u7684\u539f\u5f62\u8981\u8ffd\u6eaf\u52302013\u5e74\uff0c\u5f53\u65f6\u7684\u5b83\u7684\u540d\u5b57\u53eb\u505aPaddle\uff0c\u8fd9\u4e2a\u540d\u5b57\u8868\u793a\u662f\u4e00\u4e2a\u5e76\u884c\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u30022013\u5e74\u7684\u65f6\u5019\uff0c\u5de5\u4e1a\u754c\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u8fd8\u5e76\u4e0d\u591a\u89c1\uff0c\u6211\u4eec\u5f53\u65f6\u4e5f\u662f\u521a\u521a\u5728\u51e0\u4e2a\u5927\u4ea7\u54c1\u7ebf\u4e0a\u6210\u529f\u5e94\u7528\u4e86\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u5728\u8fd9\u6837\u4e00\u4e2a\u65f6\u523b\uff0c\u6211\u4eec\u51b3\u5b9a\u53bb\u6253\u9020\u4e00\u4e2a\u901a\u7528\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u5c31\u770b\u5230\u4e86\u8fd9\u4e2a\u6846\u67b6\u5bf9\u672a\u6765\u6df1\u5ea6\u5b66\u4e60\u53d1\u5c55\u548c\u5e94\u7528\u7684\u5de8\u5927\u610f\u4e49\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u6211\u4eec\u5efa\u8bbePaddle\u4e4b\u521d\u5c31\u63d0\u51fa\u4e86\u5e76\u884c\u5206\u5e03\u5f0f\u8fd9\u6837\u7684\u6982\u5ff5\uff0c\u4e5f\u6ce8\u610f\u5230\u5728\u5de5\u4e1a\u754c\u5927\u89c4\u6a21\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u3002<\/p>\n<\/p>\n<p>\u57282016\u5e74\u6211\u4eec\u8fdb\u884c\u4e86\u5f00\u6e90\uff0c\u5f53\u65f6\u8fd9\u4e2a\u54c1\u724c\u540d\u5b57\u5347\u7ea7\u4e3aPaddlePaddle\uff0c\u5e0c\u671b\u5927\u5bb6\u4e00\u8d77\u6765\u5171\u5efa\u8fd9\u6837\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\u5230\u4e86\u4eca\u5e74\u6211\u4eecPaddle\u6574\u4f53\u5728\u516c\u53f8\u7684\u6218\u7565\u5730\u4f4d\u66f4\u52a0\u660e\u786e\uff0c\u6211\u4eec\u8fdb\u884c\u66f4\u591a\u7684\u6295\u5165\uff0c\u5728\u524d\u4e9b\u5929\u767e\u5ea6\u4e8b\u4e1a\u5927\u4f1a\u4e0a\u6211\u4eec\u53d1\u5e03\u4e86PaddlePaddle\u7684\u5957\u4ef6\u3002<\/p>\n<p>\u4e0b\u9762\u6211\u4f1a\u66f4\u8be6\u7ec6\u7684\u6765\u4ecb\u7ecdPaddle\u6846\u67b6\u3002\u5bf9\u4e8ePaddlePaddle\u800c\u8a00\uff0c\u4ece\u5f00\u6e90\u4e4b\u521d\u6211\u4eec\u5c31\u5e0c\u671b\u5b83\u80fd\u591f\u5177\u6709\u6613\u5b66\u6613\u7528\u3001\u5b89\u5168\u9ad8\u6548\u8fd9\u6837\u7684\u7279\u8272\u3002\u6211\u4eec\u5206\u522b\u5236\u5b9a\u4e86\u76f8\u5e94\u7684\u7b56\u7565\u6765\u4f7f\u5f97\u8fd9\u6837\u7684\u76ee\u6807\u53ef\u4ee5\u8fbe\u6210\uff0c\u5e0c\u671b\u80fd\u591f\u63d0\u4f9b\u66f4\u7075\u6d3b\u3001\u66f4\u5feb\u6377\u7684Modeling\uff0c\u80fd\u591f\u66f4\u9ad8\u6548\u5e76\u884c\u7684\u8bad\u7ec3\uff0c\u4ee5\u53ca\u5e7f\u6cdb\u5feb\u901f\u7684\u90e8\u7f72\u80fd\u529b\u3002<\/p>\n<p>\u5173\u4e8ePaddle\u6846\u67b6\uff0c\u6211\u4eec\u53ef\u4ee5\u56de\u987e\u4e00\u4e0b\uff0c\u6700\u65e9\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u662f\u57fa\u4e8eLayer\u7684\u6982\u5ff5\uff0c\u540e\u6765\u51fa\u73b0\u4e86Graph of Operators\u7684\u7ec4\u5408\uff0c\u5bf9\u4e8ePaddle\u800c\u8a00\uff0c\u4fdd\u7559\u4e86\u5e95\u5c42\u57fa\u4e8eTensor\u7684\u8868\u793a\u548c\u57fa\u4e8eOperator\u7684\u8ba1\u7b97\u5355\u5143\uff0c\u4f46\u662f\u6211\u4eec\u5728\u7f51\u7edc\u7684\u5b9a\u4e49\u4e0a\u4f7f\u7528\u4e86Program\u7684\u6982\u5ff5\uff0c\u5e0c\u671b\u80fd\u591f\u6bd4Graph\u5728\u5b9a\u4e49\u9636\u6bb5\u53ef\u4ee5\u66f4\u52a0\u7b80\u6d01\uff0c\u8ba9\u7f16\u7a0b\u7684\u540c\u5b66\u53ef\u4ee5\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u3002<\/p>\n<p>\u6211\u4eec\u4e00\u5f00\u59cb\u5c31\u628aPaddle\u5b9a\u4f4d\u4e3a\u771f\u6b63\u652f\u6301\u5b9e\u9645\u5e94\u7528\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u975e\u5e38\u91cd\u89c6\u5b83\u7684\u9884\u6d4b\u548c\u90e8\u7f72\u80fd\u529b\uff0c\u6211\u4eec\u73b0\u5728\u5b9e\u73b0\u4e86\u591a\u5e73\u53f0\u9884\u6d4b\u90e8\u7f72\u7684\u80fd\u529b\uff0c\u5305\u62ecPaddle Serving\u548cPaddle Mobile\uff0c\u6211\u4eec\u5206\u522b\u9488\u5bf9\u670d\u52a1\u5668\u7aef\u548c\u79fb\u52a8\u7aef\u505a\u4e86\u4e0d\u540c\u7684\u4f18\u5316\uff0c\u7136\u540e\u5728\u79fb\u52a8\u7aef\u6211\u4eec\u73b0\u5728\u652f\u6301\u5e7f\u6cdb\u7684\u786c\u4ef6\u5e73\u53f0\uff0c\u6211\u4eec\u672a\u6765\u4e5f\u5e0c\u671bPaddle\u80fd\u591f\u90e8\u7f72\u5230\u66f4\u591a\u7684\u573a\u666f\u5f53\u4e2d\u3002<\/p>\n<p>\u9664\u4e86\u6846\u67b6\u4e4b\u5916\uff0c\u4ece\u5229\u4e8e\u5f00\u53d1\u8005\u7684\u89d2\u5ea6\uff0c\u6211\u4eec\u5efa\u7acb\u4e86\u4e00\u4e2a\u5e73\u53f0\u5c42\u9762\u7684\u8bbe\u65bd\uff0c\u4e5f\u5305\u542b\u4e86\u50cf\u5e95\u5c42\u7684\u6a21\u578b\u5e93\uff0c\u50cf\u81ea\u52a8\u7684AutoDL\u7684\u7f51\u7edc\u641c\u7d22\u6280\u672f\u3002\u8fdb\u4e00\u6b65\uff0c\u6211\u4eec\u53c8\u5f00\u53d1\u4e86\u548c\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u7ec4\u4ef6\uff0c\u5f62\u6210\u5168\u529f\u80fd\u7684\u5957\u4ef6\u3002\u5bf9\u4e8ePaddlePaddle\u6574\u4e2a\u5957\u4ef6\u7684\u5e03\u5c40\u5927\u4f53\u662f\u8fd9\u6837\u7684\u7ed3\u6784\uff0c\u5206\u4e3a\u6838\u5fc3\u6846\u67b6\u3001\u670d\u52a1\u5e73\u53f0\u548c\u6a21\u5757\u7ec4\u4ef6\u4e09\u4e2a\u90e8\u5206\u3002<\/p>\n<p><strong>\u00b7\u7279\u8272\u6a21\u578b\u5e93<\/strong>\uff0c\u6211\u4eec\u628a\u5b83\u4f5c\u4e3a\u6838\u5fc3\u6846\u67b6\u7684\u4e00\u4e2a\u7279\u8272\u529f\u80fd\u3002Paddle\u652f\u6301\u7684\u5b98\u65b9\u6a21\u578b\u5728\u540c\u7c7b\u6846\u67b6\u6a21\u578b\u4e2d\u652f\u6301\u6570\u91cf\u6700\u591a\uff0c\u4e5f\u662f\u5e0c\u671b\u901a\u8fc7\u6211\u4eec\u6301\u7eed\u7684\u7ef4\u62a4\uff0c\u4e00\u4e9b\u7ecf\u5178\u9ad8\u9891\u6a21\u578b\u80fd\u591f\u7ed9\u5f00\u53d1\u8005\u5e26\u6765\u66f4\u5927\u7684\u4fbf\u5229\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u662f\u6211\u4eec\u6700\u8fd1\u505a\u7684\u4e00\u4e2a\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u6846\u67b6PARL\uff0c\u5b83\u7684\u610f\u601d\u662fPaddlePaddle\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u5b83\u4e3b\u8981\u662f\u4e24\u4e2a\u529f\u80fd\uff1a\u4e00\u662f\u5927\u89c4\u6a21\u7684\u6df1\u5ea6\u5b66\u4e60+\u5f3a\u5316\u5b66\u4e60\u7684\u8bad\u7ec3\u6846\u67b6\uff0c\u4e8c\u662f\u63d0\u4f9b\u4e86\u8ba1\u7b97\u4efb\u52a1\u6a21\u578b\u548c\u7b97\u6cd5\u7684\u4e30\u5bcc\u7ec4\u4ef6\u3002<\/p>\n<p>\u5728NIPS 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