{"id":4801,"date":"2019-12-03T17:02:41","date_gmt":"2019-12-03T09:02:41","guid":{"rendered":"http:\/\/www.champion.hk\/site\/?p=4801"},"modified":"2019-12-03T17:02:43","modified_gmt":"2019-12-03T09:02:43","slug":"nvidia-clara-federated-learning-%e6%8f%90%e4%be%9b%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e6%8a%80%e8%a1%93%e7%b5%a6%e5%90%84%e9%86%ab%e7%99%82%e9%99%a2%e6%89%80%ef%bc%8c%e5%90%8c%e6%99%82%e4%bf%9d","status":"publish","type":"post","link":"https:\/\/www.champion.hk\/site\/2019\/12\/03\/nvidia-clara-federated-learning-%e6%8f%90%e4%be%9b%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e6%8a%80%e8%a1%93%e7%b5%a6%e5%90%84%e9%86%ab%e7%99%82%e9%99%a2%e6%89%80%ef%bc%8c%e5%90%8c%e6%99%82%e4%bf%9d\/","title":{"rendered":"NVIDIA Clara Federated Learning \u63d0\u4f9b\u4eba\u5de5\u667a\u6167\u6280\u8853\u7d66\u5404\u91ab\u7642\u9662\u6240\uff0c\u540c\u6642\u4fdd\u969c\u75c5\u60a3\u7684\u6a5f\u5bc6\u8cc7\u6599"},"content":{"rendered":"\n

\u667a\u6167\u908a\u7de3\u904b\u7b97\u5e73\u53f0\u4f7f\u653e\u5c04\u5b78\u79d1\u5f97\u4ee5\u66f4\u8f15\u9b06\u5730\u9032\u884c\u6df1\u5ea6\u5b78\u7fd2\u3002<\/p>\n\n\n\n

\u5728\u5317\u7f8e\u653e\u5c04\u5b78\u6703 (Radiological Society of North America) \u5927\u6703\u4e0a\uff0c\u53ef\u4ee5\u898b\u5230\u903e\u767e\u5bb6\u53c3\u5c55\u5ee0\u5546\u904b\u7528 NVIDIA \u7684\u6280\u8853\u5c07\u4eba\u5de5\u667a\u6167\u5f15\u5165\u653e\u5c04\u5b78\u79d1\uff0c2019 \u5e74\u6709\u671b\u6210\u70ba\u4eba\u5de5\u667a\u6167\u61c9\u7528\u65bc\u91ab\u7642\u9818\u57df\u7684\u4e00\u5927\u8f49\u6369\u9ede\u3002<\/p>\n\n\n\n

\u4eba\u5de5\u667a\u6167\u96d6\u6709\u8457\u7121\u6bd4\u6f5b\u529b\uff0c\u4f46\u4ecd\u6709\u5f85\u89e3\u6c7a\u5176\u4e2d\u7684\u4e00\u500b\u95dc\u9375\u96e3\u984c\uff0c\u4e5f\u5c31\u662f\u53d6\u5f97\u8a13\u7df4\u4eba\u5de5\u667a\u6167\u6a21\u578b\u6240\u9700\u7684\u6d77\u91cf\u8cc7\u6599\uff0c\u540c\u6642\u4ea6\u4fdd\u969c\u75c5\u60a3\u7684\u96b1\u79c1\u3002NVIDIA \u70ba\u6b64\u8207\u91ab\u7642\u7522\u696d\u5408\u4f5c\u6253\u9020\u4e00\u9805\u89e3\u6c7a\u65b9\u6848\u3002
\u6211\u5011\u5728\u4eca\u5e74\u7684\u5317\u7f8e\u653e\u5c04\u5b78\u6703\u5e74\u6703\u4e0a\u63a8\u51fa\u00a0NVIDIA Clara Federated Learning\u00a0(FL)\uff0c\u5229\u7528\u5206\u6563\u5f0f\u5408\u4f5c\u5b78\u7fd2\u6280\u8853\u4f86\u8a13\u7df4\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7684\u540c\u6642\uff0c\u53c8\u5c07\u75c5\u60a3\u7684\u8cc7\u6599\u7559\u5728\u91ab\u7642\u670d\u52d9\u63d0\u4f9b\u8005\u9019\u7aef\u52a0\u4ee5\u59a5\u5584\u4fdd\u7ba1\u3002<\/p>\n\n\n\n

NVIDIA Clara FL \u5728\u6211\u5011\u65e5\u524d\u767c\u8868\u7684\u00a0NVIDIA EGX \u667a\u6167\u908a\u7de3\u904b\u7b97\u5e73\u53f0\u4e0a\u904b\u884c\u3002<\/p>\n\n\n\n

Federated Learning \u2014 \u5177\u4fdd\u969c\u96b1\u79c1\u529f\u80fd\u7684\u4eba\u5de5\u667a\u6167<\/strong><\/p>\n\n\n\n

Clara Federated Learning (Clara FL) \u662f\u4e00\u9805\u5206\u6563\u5f0f\u5408\u4f5c\u4eba\u5de5\u667a\u6167\u6a21\u578b\u8a13\u7df4\u53c3\u8003\u61c9\u7528\u7a0b\u5f0f\uff0c\u7528\u65bc\u4fdd\u969c\u75c5\u60a3\u96b1\u79c1\uff0c\u9019\u4e9b\u5728\u5168\u7403\u7cfb\u7d71\u88fd\u9020\u5546\u6240\u751f\u7522\u4e4b\u00a0NVIDIA NGC-Ready for Edge \u4f3a\u670d\u5668\u4e0a\u904b\u884c\u7684\u5206\u6563\u5f0f\u7528\u6236\u7aef\u7cfb\u7d71\uff0c\u53ef\u4ee5\u5728\u672c\u5730\u57f7\u884c\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\uff0c\u4e5f\u80fd\u651c\u624b\u5408\u4f5c\u4f86\u8a13\u7df4\u66f4\u7cbe\u6e96\u7684\u5168\u57df\u4eba\u5de5\u667a\u6167\u6a21\u578b\u3002<\/p>\n\n\n\n

\u5b83\u7684\u904b\u4f5c\u65b9\u5f0f\u662f\uff1aClara FL \u61c9\u7528\u7a0b\u5f0f\u88dd\u5165\u4e00\u500b Helm chart \u5167\uff0c\u4ee5\u7c21\u5316\u5728 Kubernetes \u57fa\u790e\u8a2d\u65bd\u4e0a\u7684\u90e8\u7f72\u4f5c\u696d\u3002NVIDIA EGX \u5e73\u53f0\u7528\u5b89\u5168\u7684\u65b9\u5f0f\u898f\u5b9a\u806f\u5408\u4f3a\u670d\u5668\u53ca\u5408\u4f5c\u7684\u5ba2\u6236\u7aef\uff0c\u63d0\u4f9b\u5c55\u958b Federated Learning \u5c08\u6848\u6240\u9700\u7684\u4e00\u5207\u4e8b\u7269\uff0c\u5305\u62ec\u61c9\u7528\u7a0b\u5f0f\u5bb9\u5668\u53ca\u555f\u59cb\u4eba\u5de5\u667a\u6167\u6a21\u578b\u3002<\/p>\n\n\n\n

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

NVIDIA Clara\u806f\u5408\u5b78\u7fd2\u4f7f\u7528\u8de8\u591a\u5bb6\u91ab\u9662\u7684\u5206\u4f48\u5f0f\u57f9\u8a13\u4f86\u958b\u767c\u5f37\u5927\u7684\u529f\u80fd AI \u6a21\u578b\u7121\u9700\u5171\u4eab\u60a3\u8005\u6578\u64da\u3002<\/p>\n\n\n\n

\u53c3\u8207\u9019\u9805\u8a08\u756b\u7684\u91ab\u9662\u4f7f\u7528\u8207 3D slicer\u3001MITK\u3001Fovia \u53ca Philips Intellispace Discovery \u7b49\u91ab\u7642\u6aa2\u8996\u5668\u9032\u884c\u6574\u5408\u7684 NVIDIA Clara AI-Assisted Annotation SDK\uff0c\u5c0d\u81ea\u5df1\u7684\u75c5\u60a3\u8cc7\u6599\u52a0\u4e0a\u6a19\u7c64\u3002\u5229\u7528\u9810\u5148\u8a13\u7df4\u597d\u7684\u6a21\u578b\u548c\u9077\u79fb\u5b78\u7fd2\u6280\u8853\uff0cNVIDIA \u7684\u4eba\u5de5\u667a\u6167\u6280\u8853\u5354\u52a9\u653e\u5c04\u79d1\u91ab\u751f\u52a0\u4e0a\u5404\u9805\u6a19\u8a18\uff0c\u5c07\u7814\u7a76\u8907\u96dc 3D \u6a21\u578b\u6240\u9700\u7684\u6642\u9593\uff0c\u5f9e\u539f\u672c\u7684\u5e7e\u5c0f\u6642\u6e1b\u5c11\u5230\u53ea\u8981\u5e7e\u5206\u9418\u5373\u53ef\u5b8c\u6210\u3002<\/p>\n\n\n\n

\u6bcf\u500b\u53c3\u8207\u91ab\u9662\u7684 EGX \u4f3a\u670d\u5668\u4f7f\u7528\u672c\u5730\u8cc7\u6599\u4f86\u8a13\u7df4\u5168\u57df\u6a21\u578b\uff0c\u5728\u672c\u5730\u8a13\u7df4\u597d\u7684\u7d50\u679c\u901a\u904e\u4e00\u500b\u5b89\u5168\u7684\u9023\u7d50\u9001\u56de\u5230\u806f\u5408\u5b78\u7fd2\u4f3a\u670d\u5668\uff0c\u4e26\u8207\u5176\u4ed6\u53c3\u8207\u55ae\u4f4d\u5206\u4eab\u3002\u9019\u500b\u4f5c\u6cd5\u53ea\u6703\u5206\u4eab\u6a21\u578b\u6b0a\u91cd\u7684\u8b8a\u52d5\u5167\u5bb9\uff0c\u4e0d\u6703\u5206\u4eab\u75c5\u60a3\u7684\u7d00\u9304\uff0c\u9019\u9ebc\u4e00\u4f86\u65e2\u80fd\u4fdd\u969c\u75c5\u60a3\u7684\u96b1\u79c1\uff0c\u53c8\u80fd\u901a\u904e Federated Averaging \u6f14\u7b97\u6cd5\u5efa\u7acb\u4e00\u500b\u65b0\u7684\u5168\u57df\u6a21\u578b\u3002<\/p>\n\n\n\n

\u9019\u500b\u904e\u7a0b\u6703\u4e0d\u65b7\u91cd\u8907\uff0c\u76f4\u5230\u4eba\u5de5\u667a\u6167\u6a21\u578b\u9054\u5230\u9810\u671f\u7684\u7cbe\u5ea6\u3002\u9019\u7a2e\u5206\u6563\u5f0f\u7684\u4f5c\u6cd5\u5728\u4fdd\u969c\u75c5\u60a3\u8cc7\u6599\u5b89\u5168\u548c\u96b1\u79c1\u7684\u540c\u6642\uff0c\u4e5f\u63d0\u4f9b\u4e86\u6975\u4f73\u7684\u6df1\u5ea6\u5b78\u7fd2\u6548\u80fd\u8868\u73fe\u3002<\/p>\n\n\n\n

\u82f1\u7f8e\u5169\u570b\u5f15\u9818\u524d\u884c<\/strong><\/p>\n\n\n\n

\u7f8e\u570b\u653e\u5c04\u5b78\u6703\u3001\u9ebb\u7701\u7e3d\u91ab\u9662\u53ca\u52a0\u5dde\u5927\u5b78\u6d1b\u6749\u78ef\u5206\u6821\u9644\u5c6c\u91ab\u7642\u4e2d\u5fc3\u53ca\u7b49\u5168\u7403\u91ab\u7642\u7522\u696d\u7684\u5927\u578b\u6a5f\u69cb\uff0c\u7686\u7387\u5148\u4f7f\u7528\u9019\u9805\u6280\u8853\u3002\u4ed6\u5011\u7684\u76ee\u6a19\u662f\u5728\u91ab\u7642\u8cc7\u6599\u3001\u61c9\u7528\u7a0b\u5f0f\u53ca\u88dd\u7f6e\u4e0d\u65b7\u589e\u9577\u7684\u60c5\u6cc1\u4e0b\uff0c\u70ba\u91ab\u751f\u3001\u75c5\u60a3\u53ca\u8a2d\u65bd\u767c\u5c55\u91cf\u8eab\u6253\u9020\u7684\u4eba\u5de5\u667a\u6167\u3002<\/p>\n\n\n\n

\u7f8e\u570b\u653e\u5c04\u5b78\u6703\u5728\u65d7\u4e0b\u7684\u570b\u5bb6\u91ab\u7642\u5f71\u50cf\u5e73\u53f0 AI-LAB \u4e2d\u8a66\u7528 NVIDIA Clara FL\u3002AI-LAB\u00a0\u5e73\u53f0\u5141\u8a31\u7f8e\u570b\u653e\u5c04\u5b78\u6703\u7684 3.8 \u842c\u540d\u91ab\u5b78\u5f71\u50cf\u6210\u54e1\u5b89\u5168\u5730\u5efa\u7acb\u3001\u5206\u4eab\u3001\u9069\u61c9\u548c\u9a57\u8b49\u4eba\u5de5\u667a\u6167\u6a21\u578b\u3002\u60f3\u8981\u9032\u5165 AI-LAB \u7684\u91ab\u7642\u670d\u52d9\u63d0\u4f9b\u8005\uff0c\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u591a\u500b\u696d\u8005\u6240\u63d0\u4f9b\u7684 NVIDIA NGC-Ready for Edge \u7cfb\u7d71\uff0c\u5305\u62ec Dell\u3001Hewlett Packard Enterprise\u3001Lenovo \u8207 Supermicro\u3002
\u52a0\u5dde\u5927\u5b78\u6d1b\u6749\u78ef\u5206\u6821\u653e\u5c04\u5b78\u7cfb\u4e5f\u900f\u904e NVIDIA Clara Federated Learning\uff0c\u8b93\u91ab\u7642\u4e2d\u5fc3\u5167\u7684\u653e\u5c04\u79d1\u53ef\u4ee5\u53d7\u60e0\u65bc\u4eba\u5de5\u667a\u6167\u7684\u5be6\u529b\u3002\u52a0\u5dde\u5927\u5b78\u6d1b\u6749\u78ef\u5206\u6821\u9644\u5c6c\u91ab\u7642\u4e2d\u5fc3\u662f\u4e00\u8655\u9802\u5c16\u7684\u5b78\u8853\u578b\u91ab\u5b78\u4e2d\u5fc3\uff0c\u80fd\u5920\u9a57\u8b49 Clara FL \u7684\u6210\u6548\uff0c\u4e14\u65e5\u5f8c\u7528\u5728\u66f4\u5ee3\u5927\u7684\u52a0\u5dde\u5927\u5b78\u9644\u5c6c\u91ab\u7642\u4e2d\u5fc3\u9ad4\u7cfb\u5167\u3002<\/p>\n\n\n\n

\u65b0\u82f1\u683c\u862d\u5730\u5340\u7684 Partners HealthCare \u4e5f\u5ba3\u4f48\u4e86\u4e00\u9805\u904b\u7528 NVIDIA Clara FL \u7684\u65b0\u8a08\u756b\u3002\u9ebb\u7701\u7e3d\u91ab\u9662\u8207\u5e03\u840a\u6839\u5a66\u5973\u91ab\u9662\u7684\u81e8\u5e8a\u8cc7\u6599\u79d1\u5b78\u4e2d\u5fc3\u5c07\u7387\u5148\u5c55\u958b\u9019\u9805\u5de5\u4f5c\uff0c\u5229\u7528 Partners HealthCare \u91ab\u7642\u9ad4\u7cfb\u7684\u9f90\u5927\u8cc7\u6599\u53ca\u81e8\u5e8a\u5c08\u696d\u77e5\u8b58\u3002<\/p>\n\n\n\n

NVIDIA \u5728\u82f1\u570b\u8207\u502b\u6566\u570b\u738b\u5b78\u9662 (King\u2019s College London) \u53ca Owkin \u5408\u4f5c\uff0c\u70ba\u570b\u6c11\u91ab\u7642\u4fdd\u5065\u670d\u52d9\u6253\u9020\u4e00\u5957\u806f\u5408\u5b78\u7fd2\u5e73\u53f0\u3002\u5728 NVIDIA Clara \u4e0a\u904b\u884c\u7684 Owkin Connect \u5e73\u53f0\u80fd\u8b93\u6f14\u7b97\u6cd5\u5728\u4e0d\u540c\u91ab\u9662\u4e4b\u9593\u79fb\u52d5\uff0c\u4e26\u4e14\u4f7f\u7528\u672c\u5730\u8cc7\u6599\u96c6\u9032\u884c\u8a13\u7df4\u3002\u5b83\u70ba\u6bcf\u5bb6\u91ab\u9662\u63d0\u4f9b\u4e00\u9805\u5340\u584a\u93c8\u5206\u6563\u5f0f\u5e33\u672c\u6280\u8853\uff0c\u4ee5\u53d6\u5f97\u53ca\u8ffd\u8e64\u7528\u65bc\u8a13\u7df4\u6a21\u578b\u7684\u5404\u9805\u8cc7\u6599\u3002<\/p>\n\n\n\n

\u9019\u9805\u8a08\u756b\u4e00\u958b\u59cb\u63d0\u4f9b\u4eba\u5de5\u667a\u6167\u670d\u52d9\u7d66\u502b\u6566\u5404\u8655\u52a0\u5165\u53c3\u8207\u7684\u9802\u7d1a\u6559\u5b78\u91ab\u9662\uff0c\u4ee5\u52a0\u901f\u764c\u75c7\u3001\u5fc3\u81df\u8870\u7aed\u53ca\u795e\u7d93\u9000\u5316\u6027\u75be\u75c5\u7b49\u9818\u57df\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u4e14\u5c07\u5728 2020 \u5e74\u64f4\u5927\u5230\u5728\u82f1\u570b\u81f3\u5c11\u6709 12 \u8655\u91ab\u9662\u52a0\u5165\u9019\u9805\u8a08\u756b\u3002<\/p>\n\n\n\n

\u8b93\u91ab\u9662\u7684\u4e00\u5207\u4e8b\u7269\u8b8a\u5f97\u6709\u667a\u6167<\/strong><\/p>\n\n\n\n

\u5728\u5404\u985e\u611f\u61c9\u5668\u8fc5\u901f\u666e\u53ca\u7684\u60c5\u6cc1\u4e0b\uff0cStanford Hospital\u00a0\u7b49\u91ab\u7642\u4e2d\u5fc3\u90fd\u5728\u52aa\u529b\u8b93\u6bcf\u5957\u7cfb\u7d71\u8b8a\u5f97\u66f4\u8070\u660e\u3002\u5404\u9805\u88dd\u7f6e\u9700\u8981\u52a0\u4e0a\u4e00\u500b\u5f37\u5927\u53c8\u4f4e\u8017\u96fb\u7684\u4eba\u5de5\u667a\u6167\u96fb\u8166\uff0c\u624d\u80fd\u8b93\u611f\u61c9\u5668\u667a\u6167\u5316\u3002<\/p>\n\n\n\n

\u6211\u5011\u70ba\u6b64\u63a8\u51fa\u5d4c\u5165\u5f0f\u4eba\u5de5\u667a\u6167\u958b\u767c\u5957\u4ef6 NVIDIA Clara AGX\uff0c\u5b83\u53ef\u4ee5\u7528\u9ad8\u8cc7\u6599\u901f\u7387\u4f86\u8655\u7406\u5f71\u50cf\u548c\u5f71\u7247\uff0c\u5c07\u4eba\u5de5\u667a\u6167\u63a8\u8ad6\u8207 3D \u8996\u89ba\u5316\u529f\u80fd\u5e36\u5230\u7167\u8b77\u73fe\u5834\u3002<\/p>\n\n\n\n

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

NVIDIA Clara AGX \u53ef\u4ee5\u5f9e\u5c0f\u578b\u5d4c\u5165\u5f0f\u8a2d\u5099\u64f4\u5c55\u5230\u8eca\u6597\u7cfb\u7d71\u518d\u5230\u5168\u5c3a\u5bf8\u4f3a\u670d\u5668\u3002<\/p>\n\n\n\n

Clara AGX \u642d\u8f09\u00a0NVIDIA Xavier \u7cfb\u7d71\u55ae\u6676\u7247\uff0c\u6211\u5011\u4e5f\u540c\u6a23\u7528\u9019\u500b\u8655\u7406\u5668\u4f86\u64cd\u63a7\u81ea\u52d5\u99d5\u99db\u8eca\u3002\u5b83\u5011\u7684\u8017\u96fb\u91cf\u53ea\u6709 10 \u74e6\uff0c\u975e\u5e38\u9069\u5408\u5d4c\u5165\u91ab\u7642\u5100\u5668\u6216\u5728\u76f8\u9130\u7684\u5c0f\u578b\u7cfb\u7d71\u4e2d\u904b\u884c\u3002<\/p>\n\n\n\n

\u5283\u6642\u4ee3\u7684\u5168\u7403\u9996\u6b3e\u651c\u5e36\u5f0f\u7167\u8b77\u9ede MRI \u7cfb\u7d71 Hyperfine\uff0c\u5b8c\u7f8e\u5c55\u73fe\u51fa Clara AGX \u7684\u5be6\u529b\u3002\u5728\u672c\u9031\u5317\u7f8e\u653e\u5c04\u5b78\u6703\u5e74\u6703\u7684 NVIDIA \u6524\u4f4d\u4e2d\uff0c\u5c07\u80fd\u898b\u5230 Hyperfine \u7684\u8eab\u5f71\u3002<\/p>\n\n\n\n

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

Hyperfine \u7684\u7cfb\u7d71\u662f\u8af8\u591a\u6709\u671b\u63a1\u7528 Clara AGX \u7684\u91ab\u7642\u5100\u5668\u3001\u624b\u8853\u8a2d\u5099\u3001\u75c5\u60a3\u76e3\u770b\u8a2d\u5099\u53ca\u667a\u6167\u91ab\u7642\u651d\u5f71\u6a5f\u4e2d\u7684\u7b2c\u4e00\u6279\u88dd\u7f6e\u3002\u6211\u5011\u5c07\u898b\u8b49\u4eba\u5de5\u667a\u6167\u91ab\u7642\u7269\u806f\u7db2\u7684\u958b\u59cb\u3002<\/p>\n\n\n\n

NVIDIA \u5c07\u900f\u904e\u65e9\u9ce5\u8a66\u7528\u8a08\u756b\uff0c\u5728\u8fd1\u671f\u958b\u653e\u4e0b\u8f09\u00a0NVIDIA Clara SDK\u3002\u7576\u4e2d\u5c07\u52a0\u5165\u5169\u5927\u71b1\u9580\u7528\u9014\u7684\u53c3\u8003\u61c9\u7528\u7a0b\u5f0f\uff0c\u5373\u4e32\u6d41\u5167\u8996\u93e1\u5f71\u7247\u4eba\u5de5\u667a\u6167\u63a8\u8ad6\u8207\u8d85\u97f3\u6ce2\u8edf\u9ad4\u6ce2\u675f\u5f62\u6210\u3002<\/p>\n\n\n\n

\u5c0d\u65bc\u5c07\u4eba\u5de5\u667a\u6167\u7528\u65bc\u653e\u5c04\u5b78\u9818\u57df\u4e00\u4e8b\uff0c2019 \u5e74\u7684\u5317\u7f8e\u653e\u5c04\u5b78\u6703\u5927\u6703\u53ef\u8b02\u6975\u5177\u7a81\u7834\u6027\u7684\u4e00\u5c46\u3002\u6211\u5011\u5f88\u9ad8\u8208\u8207\u773e\u591a\u91ab\u7642\u9818\u57df\u7684\u5925\u4f34\u5408\u4f5c\uff0c\u5728\u908a\u7de3\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u4f86\u4fdd\u969c\u75c5\u60a3\u8cc7\u6599\u5b89\u5168\u7684\u540c\u6642\uff0c\u4e5f\u63a8\u52d5\u91ab\u7642\u5f71\u50cf\u6280\u8853\u7684\u767c\u5c55\u3002<\/p>\n\n\n\n

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

\nhttps:\/\/blogs.nvidia.com.tw\/2019\/12\/clara-federated-learning\/\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"

\u4eba\u5de5\u667a\u6167\u96d6\u6709\u8457\u7121\u6bd4\u6f5b\u529b\uff0c\u4f46\u4ecd\u6709\u5f85\u89e3\u6c7a\u5176\u4e2d\u7684\u4e00\u500b\u95dc\u9375\u96e3\u984c\uff0c\u4e5f\u5c31\u662f\u53d6\u5f97\u8a13\u7df4\u4eba\u5de5\u667a\u6167\u6a21\u578b\u6240\u9700\u7684\u6d77\u91cf\u8cc7\u6599\uff0c\u540c\u6642\u4ea6\u4fdd\u969c\u75c5\u60a3\u7684\u96b1\u79c1\u3002NVIDIA \u70ba\u6b64\u8207\u91ab\u7642\u7522\u696d\u5408\u4f5c\u6253\u9020\u4e00\u9805\u89e3\u6c7a\u65b9\u6848\u3002
\n\u6211\u5011\u5728\u4eca\u5e74\u7684\u5317\u7f8e\u653e\u5c04\u5b78\u6703\u5e74\u6703\u4e0a\u63a8\u51fa NVIDIA Clara Federated Learning (FL)\uff0c\u5229\u7528\u5206\u6563\u5f0f\u5408\u4f5c\u5b78\u7fd2\u6280\u8853\u4f86\u8a13\u7df4\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7684\u540c\u6642\uff0c\u53c8\u5c07\u75c5\u60a3\u7684\u8cc7\u6599\u7559\u5728\u91ab\u7642\u670d\u52d9\u63d0\u4f9b\u8005\u9019\u7aef\u52a0\u4ee5\u59a5\u5584\u4fdd\u7ba1\u3002<\/p>\n","protected":false},"author":1,"featured_media":4802,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[60,58],"tags":[],"yoast_head":"\nNVIDIA Clara Federated Learning \u63d0\u4f9b\u4eba\u5de5\u667a\u6167\u6280\u8853\u7d66\u5404\u91ab\u7642\u9662\u6240\uff0c\u540c\u6642\u4fdd\u969c\u75c5\u60a3\u7684\u6a5f\u5bc6\u8cc7\u6599 - \u51a0\u8ecd\u79d1\u6280\u96c6\u5718\u6709\u9650\u516c\u53f8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.champion.hk\/site\/2019\/12\/03\/nvidia-clara-federated-learning-\u63d0\u4f9b\u4eba\u5de5\u667a\u6167\u6280\u8853\u7d66\u5404\u91ab\u7642\u9662\u6240\uff0c\u540c\u6642\u4fdd\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NVIDIA Clara Federated Learning \u63d0\u4f9b\u4eba\u5de5\u667a\u6167\u6280\u8853\u7d66\u5404\u91ab\u7642\u9662\u6240\uff0c\u540c\u6642\u4fdd\u969c\u75c5\u60a3\u7684\u6a5f\u5bc6\u8cc7\u6599 - 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