{"id":9566,"date":"2025-03-14T13:55:53","date_gmt":"2025-03-14T05:55:53","guid":{"rendered":"https:\/\/quantum.ntu.edu.tw\/?p=9566"},"modified":"2025-03-14T14:17:16","modified_gmt":"2025-03-14T06:17:16","slug":"%e8%87%ba%e5%a4%a7-ibm-%e9%87%8f%e5%ad%90%e9%9b%bb%e8%85%a6%e4%b8%ad%e5%bf%83%e8%88%89%e8%be%a62024%e9%87%8f%e5%ad%90%e8%a8%88%e7%ae%97hackathon%e6%b4%bb%e5%8b%95%e5%9c%93%e6%bb%bf%e8%90%bd%e5%b9%95","status":"publish","type":"post","link":"https:\/\/quantum.ntu.edu.tw\/?p=9566","title":{"rendered":"\u81fa\u5927 IBM \u91cf\u5b50\u96fb\u8166\u4e2d\u5fc3\u8209\u8fa62024\u91cf\u5b50\u8a08\u7b97Hackathon\u6d3b\u52d5\u5713\u6eff\u843d\u5e55"},"content":{"rendered":"\n

\u300c\u81fa\u7063\u5927\u5b78-IBM\u91cf\u5b50\u96fb\u8166\u4e2d\u5fc3\u300d\u81ea2019\u5e741\u6708\u7531\u79d1\u6280\u90e8 (\u73fe\u5728\u7684\u570b\u79d1\u6703)\u88dc\u52a9\u6210\u7acb\u81f3\u4eca\uff0c\u9664\u63d0\u4f9b\u81fa\u7063\u5b78\u8853\u7814\u767c\u8207\u8de8\u9818\u57df\u4ea4\u6d41\u7684\u91cf\u5b50\u96fb\u8166\u4f7f\u7528\u5e73\u53f0\u5916\uff0c\u4e5f\u57f7\u884c\u570b\u5167\u91cf\u5b50\u8a08\u7b97\u8207\u91cf\u5b50\u96fb\u8166\u4f7f\u7528\u63a8\u5ee3\u6559\u80b2\u7684\u91cd\u8981\u4efb\u52d9\u3002<\/p>\n\n\n\n

\u300c\u81fa\u7063\u5927\u5b78-IBM\u91cf\u5b50\u96fb\u8166\u4e2d\u5fc3\u300d\uff0c2020\u5e74\u65bc\u81fa\u5927\u6eaa\u982d\u6559\u80b2\u4e2d\u5fc3\u8209\u8fa6\u9996\u5c46\u91cf\u5b50\u8a08\u7b97Hackathon\uff0c2021\u5e74\u56e0\u70ba\u570b\u5167\u75ab\u60c5\u7206\u767c\u800c\u505c\u8fa6\u3002 2022\u91cf\u5b50\u8a08\u7b97Hackathon\u82072023\u91cf\u5b50\u8a08\u7b97Hackathon \u5247\u7686\u65bc\u53f0\u5317\u4e09\u5275\u751f\u6d3b\u5712\u534011\u6a13\u8209\u8fa6\u30022024\u5e748\u670819\u65e5\u81f38\u670821\u65e5\u4e5f\u5728\u53f0\u5317\u4e09\u5275\u751f\u6d3b\u5712\u534011\u6a13\u8209\u8fa6IBM\u91cf\u5b50\u7cfb\u7d71\u4f7f\u7528\u8005\u5927\u6703\u548c\u70ba\u671f\u4e09\u5929\u76842024\u91cf\u5b50\u8a08\u7b97Hackathon\u3002\u6d3b\u52d5\u7db2\u5740\u70bahttps:\/\/quantum.ntu.edu.tw\/?p=9039\u3002<\/p>\n\n\n\n

\u672c\u6b21Hackathon\u6d3b\u52d5\u958b\u653e\u5831\u540d\u5373\u5438\u5f15\u8d85\u904e70\u4eba\u767b\u8a18\uff0c\u4e14\u5831\u540d\u4eba\u54e1\u591a\u5df2\u5177\u6709\u4f7f\u7528IBMQ\u4e4b\u7d93\u9a57\uff0c\u8db3\u898b\u8fd1\u5e74\u91cf\u5b50\u8a08\u7b97\u63a8\u5ee3\u5df2\u5177\u6210\u6548\u3002\u7af6\u8cfd\u59d4\u54e1\u6703\u7531\u5831\u540d\u5b78\u54e1\u4e2d\u64c7\u512a\u9078\u51fa48\u4eba\u53c3\u52a0\u4e09\u5929\u7af6\u8cfd\u3002\u672c\u6b21\u6d3b\u52d5\u4e5f\u9080\u8acb\u65e5\u672c\u6176\u61c9\u7fa9\u587e\u5927\u5b78(Keio University)\u3001\u97d3\u570b\u5ef6\u4e16\u5927\u5b78 ( Yonsei University ) \u548c\u6377\u514b\u5e03\u62c9\u683c\u6377\u514b\u6280\u8853\u5927\u5b78(Czech Technical University in Prague)\u4e09\u500b\u570b\u5916\u5927\u5b78\u53c3\u8207\uff0c\u6bcf\u500b\u570b\u5916\u5b78\u6821\u9078\u6d3e6~8\u4f4d\u5b78\u54e1\u53c3\u52a0\u91cf\u5b50\u8a08\u7b97Qiskit Hackathon \u7684\u7af6\u8cfd\u6d3b\u52d5\uff0c\u4f7f\u6d3b\u52d5\u66f4\u570b\u969b\u8207\u591a\u5143\u5316\u3001\u4e5f\u66f4\u5177\u6311\u6230\u8207\u53ef\u770b\u6027\u3002<\/p>\n\n\n\n

\u672c\u6b21\u6d3b\u52d5\u9080\u8acb\u570b\u79d1\u6703\u91cf\u5b50\u7cfb\u7d71\u63a8\u52d5\u5c0f\u7d44\u57f7\u884c\u9577\u5f35\u6587\u8c6a\u6559\u6388\u958b\u5e55\u81f4\u8a5e\uff0c\u4e5f\u9080\u8acb\u672c\u6b21\u6d3b\u52d5\u9080\u8acbIBM Quantum \u7684Kevin J. Sung\u535a\u58eb\u9032\u884c\u4e3b\u984c\u6f14\u8b1b\u3002\u53e6\u5916\u672c\u5c46\u7af6\u8cfd\u70ba\u589e\u52a0\u6311\u6230\u6027\u8207\u8da3\u5473\u6027\uff0c\u7af6\u8cfd\u984c\u76ee\u65bc\u73fe\u5834\u516c\u5e03\u7d66\u53c3\u8cfd\u8005\u4e26\u7576\u5834\u624d\u5b8c\u6210\u7af6\u8cfd\u968a\u4f0d\u7d44\u6210\u3002\u53c3\u8cfd\u8005\u9808\u5beb\u51fa\u91cf\u5b50\u7a0b\u5f0f\u4e26\u5229\u7528Qiskit\u5f97\u51fa\u6709\u6548\u7d50\u679c\uff0c\u4e26\u4ee5\u82f1\u6587\u53e3\u982d\u5831\u544a\u7d66\u5176\u4ed6\u53c3\u8207\u8005\u53ca\u8a55\u5be9\u59d4\u54e1\u9032\u884c\u8a55\u4f30\u3002\u8a55\u4f30\u6a19\u6e96\u5206\u70ba\u91cf\u5b50\u6280\u8853\u8907\u96dc\u6027\uff0c\u554f\u984c\u539f\u5275\u8207\u89e3\u6c7a\u5275\u610f\uff0c\u5c0f\u7d44\u5408\u4f5c\u8207\u8868\u9054\uff0c\u91cf\u5b50\u672a\u4f86\u793e\u6703\u8ca2\u737b\u7b49\u65b9\u9762\u6311\u9078\u51fa\u512a\u52dd\u5718\u968a\u3002<\/p>\n\n\n\n

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

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\u7d93\u904e\u4e09\u5929\u4e0d\u7720\u4e0d\u4f11\u5718\u968a\u52aa\u529b\u4e0b\uff0c2024\u91cf\u5b50\u8a08\u7b97Hackathon\u7cbe\u5f69\u7684\u843d\u5e55\u4e86\u3002\u53c3\u8cfd\u968a\u4f0d\u5229\u7528IBM Qiskit\u8edf\u9ad4\uff0c\u91dd\u5c0d\u6700\u4f73\u5316\u3001\u91cf\u5b50\u6a21\u64ec\u53ca\u91cf\u5b50\u6a5f\u5668\u5b78\u7fd2\u7b49\u554f\u984c\u9032\u884c\u8166\u529b\u6fc0\u76ea\u53ca\u4ea4\u6d41\u3002\u5404\u968a\u4f0d\u7684\u7d50\u679c\u96e3\u5206\u8ed2\u8f0a\uff0c\u6700\u5f8c\u5171\u67096\u7d44\u5718\u968a\u5f97\u5230\u734e\u91d1\u3002<\/p>\n\n\n\n

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

\u7b2c\u4e09\u7d44\u5718\u968a\u4ee5Quantum-Train\u67b6\u69cb\u70ba\u57fa\u790e\u900f\u904e\u91cf\u5b50\u795e\u7d93\u7db2\u8def\u8a13\u7df4\u5927\u578b\u53e4\u5178\u795e\u7d93\u7db2\u8def\u3002\u91cf\u5b50\u795e\u7d93\u7db2\u8def\u53ef\u4ee5\u4ee5\u8f03\u5c11\u7684\u91cf\u5b50\u4f4d\u5143\u8868\u793a\u6307\u6578\u500d\u53e4\u5178\u53c3\u6578\u4e4b\u53e4\u5178\u795e\u7d93\u7db2\u8def\uff0c\u4e26\u53ef\u5927\u5e45\u6e1b\u4f4e\u8a13\u7df4\u6240\u9700\u8a18\u61b6\u9ad4\u3002\u5718\u968a\u4ee5CIFAR-10\u8cc7\u6599\u96c6\u793a\u7bc4\u5f97\u5230\u512a\u65bc\u53e4\u5178\u8a13\u7df4\u65b9\u6cd5\u4e4b\u7d50\u679c\uff0c\u7372\u5f97\u3010\u4f01\u696d\u7279\u5225\u734eEnterprise Special Prize\u3011\u3002<\/p>\n\n\n\n

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

\u7b2c\u56db\u7d44\u5718\u968a\u4ee5\u300c\u54c8\u5bc6\u9813\u91cf\u96d9\u91cd\u5206\u89e3\u300d(Hamilton Double Factorization)\u70ba\u4e3b\u984c\uff0c\u69ae\u7372\u300c\u4f01\u696d\u7279\u5225\u734e\u300d\u3002\u4ed6\u5011\u4f7f\u7528 ffsim \u7a0b\u5f0f\u5957\u4ef6\u5be6\u4f5c H\u2082\u3001N\u2082 \u53ca H\u2082O \u7b49\u5316\u5b78\u5206\u5b50\u7684\u54c8\u5bc6\u9813\u91cf\u96d9\u91cd\u5206\u89e3\uff0c\u4e26\u8a08\u7b97\u5176\u7a69\u5b9a\u614b\u80fd\u91cf\u3002\u5b78\u54e1\u767c\u73fe\uff0c\u6b64\u65b9\u6cd5\u76f8\u8f03\u65bc\u50b3\u7d71\u8a08\u7b97\u65b9\u6cd5\u66f4\u5feb\u901f\uff0c\u4e14\u5177\u6709\u826f\u597d\u7684\u7cbe\u6e96\u5ea6\u3002<\/p>\n\n\n\n

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

\u7b2c\u5341\u4e8c\u7d44\u5718\u968a\u4ee5\u300cImproved Quantum Image Encoding for Quantum Machine Learning with information mixer (Qiix)\u300d\u984c\u76ee\u7372\u5f97\u3010\u4f01\u696d\u7279\u5225\u734eEnterprise Special Prize\u3011\u3002\u4ed6\u5011\u4ee5Flexible Representation of Quantum Images (FRQI)\u7684\u65b9\u6cd5\u5c07\u5716\u7247\u8cc7\u6599\u8f49\u63db\u70ba\u91cf\u5b50\u96fb\u8166\u53ef\u8655\u7406\u4e4b\u521d\u59cb\u614b\uff0c\u4e26\u5229\u7528\u540d\u70ba Mixer \u7684\u91cf\u5b50\u8f49\u63db\u5668\u9032\u884c\u5f8c\u8655\u7406\u53ca\u5206\u985e\u4efb\u52d9\u3002\u7d50\u679c\u986f\u793a\uff0c\u7d50\u5408 Mixer \u6a5f\u5236\u7684\u7db2\u7d61\u67b6\u69cb\uff08\u985e\u4f3c FNet\uff09\u5177\u6709\u66f4\u5f37\u7684\u6ce8\u610f\u529b\u6a5f\u5236\uff08Attention Mechanism\uff09\uff0c\u80fd\u63d0\u5347\u6a21\u578b\u7684\u6e96\u78ba\u6027\u548c\u6548\u80fd\u3002\u6700\u5f8c\uff0c\u5718\u968a\u9032\u884c\u4e86\u8a73\u7d30\u7684\u6bd4\u8f03\u5206\u6790\uff0c\u767c\u73fe\u4f7f\u7528 Mixer \u7684\u67b6\u69cb\u5728\u5716\u50cf\u8655\u7406\u4efb\u52d9\u4e2d\u512a\u65bc\u4e0d\u4f7f\u7528 Mixer \u7684\u6a21\u578b\u3002<\/p>\n\n\n\n

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

\u7b2c\u5341\u4e09\u7d44\u5718\u968a\u4ee5 HHL\uff08Harrow-Hassidim-Lloyd\uff09\u6f14\u7b97\u6cd5\u53ca\u5176\u6df7\u5408\u8b8a\u9ad4\u5728\u6c42\u89e3\u7dda\u6027\u65b9\u7a0b\u7d44\u4e2d\u7684\u61c9\u7528\u7372\u5f97\u3010\u4f01\u696d\u7279\u5225\u734eEnterprise Special Prize\u3011\u3002\u6df7\u5408 HHL \u65b9\u6cd5\u7d50\u5408\u4e86\u7d93\u5178\u8a08\u7b97\u8207\u91cf\u5b50\u8a08\u7b97\uff0c\u4ee5\u5be6\u73fe\u8f03\u77ed\u7684\u96fb\u8def\u6df1\u5ea6\u4e26\u63d0\u5347\u7279\u5fb5\u503c\u4f30\u8a08\u7684\u7cbe\u78ba\u5ea6\u3002\u4ed6\u5011\u91dd\u5c0d 2×2 \u77e9\u9663\u5be6\u4f5c\u4e86\u9019\u5169\u7a2e\u6f14\u7b97\u6cd5\uff0c\u5c55\u793a\u4e86\u76f8\u8f03\u65bc\u7d93\u5178\u65b9\u6cd5\u7684\u6f5b\u5728\u512a\u52e2\uff0c\u5c24\u5176\u662f\u5728\u66f4\u5927\u77e9\u9663\u7684\u60c5\u6cc1\u4e0b\u3002\u672a\u4f86\u53ef\u5c07\u8a72\u65b9\u6cd5\u61c9\u7528\u65bc\u6578\u503c\u6c42\u89e3\u6280\u8853\u53ca\u91cf\u5b50\u6a5f\u5668\u5b78\u7fd2\u3002<\/p>\n\n\n\n

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

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

\u7b2c\u4e00\u7d44\u5718\u968a\u4ee5\u300cLarge-Scale Quantum Circuit Compression<\/strong>\u300d\u984c\u76ee\u69ae\u7372\u3010\u4f01\u8a55\u5be9\u5927\u734e Grand Jury Prize\u3011\u3002\u91cf\u5b50\u8a08\u7b97\u76ee\u524d\u53d7\u9650\u65bc\u91cf\u5b50\u786c\u9ad4\u4e0a\u7684\u932f\u8aa4\u7387\u53ea\u80fd\u8a08\u7b97\u56fa\u5b9a\u6df1\u5ea6\u7684\u91cf\u5b50\u96fb\u8def\u3002\u7b2c\u4e00\u7d44\u5718\u968a\u7684\u76ee\u6a19\u662f\u58d3\u7e2e\u9019\u4e9b\u96fb\u8def\uff0c\u4f7f\u5176\u80fd\u5920\u5728\u73fe\u6709\u7684\u91cf\u5b50\u96fb\u8166\u5be6\u6a5f\u4e0a\u904b\u884c\u3002<\/p>\n\n\n\n

\u70ba\u6b64\uff0c\u4ed6\u5011\u5229\u7528\u4f86\u81ea\u91cf\u5b50\u81ea\u7de8\u78bc\u5668(autoencoder)\u7684\u6982\u5ff5\uff0c\u5728\u6a21\u64ec\u5668\u4e0a\u751f\u6210\u4e86\u58d3\u7e2e\u5f8c\u7684\u91cf\u5b50\u96fb\u8def\uff0c\u4e26\u5c07\u5176\u904b\u884c\u65bc\u91cf\u5b50\u96fb\u8166\u5be6\u6a5f\u4e0a\u3002\u4ed6\u5011\u901a\u904e\u6a21\u64ec\u6c2b\u539f\u5b50\u4f86\u9a57\u8b49\u4ed6\u5011\u7684\u65b9\u6cd5\u3002\u5728\u4f7f\u7528 COBYLA \u512a\u5316\u5668\u9032\u884c 200 \u6b21\u8fed\u4ee3\u4e26\u61c9\u7528 15 \u5c64\u7684 ansatz \u5f8c\uff0c\u4ed6\u5011\u6210\u529f\u5c07\u4e00\u500b\u64c1\u6709 3901 \u500b\u9598\u7684\u91cf\u5b50\u96fb\u8def\u58d3\u7e2e\u81f3\u50c5 47 \u500b\u9598\u3002\u5c0d\u65bc\u6700\u5927\u898f\u6a21\u7684\u96fb\u8def\uff0c\u4ed6\u5011\u7684\u65b9\u6cd5\u5728\u50c5 24.74 \u79d2\u5167\u5be6\u73fe\u4e86\u8d85\u904e 98.1% \u7684\u4fdd\u771f\u5ea6\u3002\u5728 IBM \u91cf\u5b50\u96fb\u8166\u4e0a\u6e2c\u8a66\u6642\uff0c\u58d3\u7e2e\u96fb\u8def\u7684\u5747\u65b9\u8aa4\u5dee\u4f4e\u65bc 0.025\uff0c\u800c\u539f\u59cb\u96fb\u8def\u7684\u8aa4\u5dee\u7d04\u70ba 0.06\u3002\u6b64\u5916\uff0c\u5c0d\u65bc\u6700\u5927\u7684\u96fb\u8def\uff0c\u539f\u59cb\u96fb\u8def\u7684\u904b\u884c\u6642\u9593\u70ba 5 \u79d2\uff0c\u800c\u4ed6\u5011\u7684\u58d3\u7e2e\u96fb\u8def\u50c5\u9700 2 \u79d2\uff0c\u7bc0\u7701\u4e86\u8d85\u904e\u4e00\u534a\u7684\u904b\u884c\u6642\u9593\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n","protected":false},"excerpt":{"rendered":"

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