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hls4ml\u00a0\u8a08\u756b\u5373\u70ba\u4e86\u5f4c\u88dc\u6b64\u7f3a\u9677\u800c\u751f\uff0c\u8a72\u8a08\u756b\u5f9e\u00a0TensorFlow\u3001PyTorch\u00a0\u6216\u00a0Keras\u00a0\u7b49\u00a0AI\u00a0\u67b6\u69cb\u4e2d\u63cf\u8ff0\u7684\u795e\u7d93\u7db2\u8def\u7522\u751f\u51fa\u00a0C++\u00a0\u7a0b\u5f0f\u78bc\u3002\u63a5\u8457\u80fd\u90e8\u7f72\u00a0C++\u00a0\u7a0b\u5f0f\u78bc\u4ee5\u9032\u884c\u00a0FPGA\u3001ASIC\u00a0\u6216\u00a0SoC\u00a0\u5be6\u4f5c\u3002  Catapult AI 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\u300c\u7c92\u5b50\u5075\u6e2c\u5668\u61c9\u7528\u7684\u908a\u7de3\u00a0AI\u00a0\u7d04\u675f\u689d\u4ef6\u6975\u70ba\u56b4\u683c\u300d\uff0cFermilab\u00a0\u65b0\u8208\u79d1\u6280\u5be6\u9a57\u5ba4\u526f\u4e3b\u4efb\u00a0Panagiotis Spentzouris\u00a0\u8868\u793a\uff0c\u300c\u6211\u5011\u8207\u897f\u9580\u5b50\u5408\u4f5c\u958b\u767c\u00a0Catapult AI NN\u00a0\u8edf\u9ad4\uff0c\u9019\u500b\u5408\u6210\u67b6\u69cb\u5fb9\u5e95\u5584\u7528\u6211\u5011\u79d1\u5b78\u5bb6\u53ca\u00a0AI\u00a0\u5c08\u5bb6\u7684\u5c08\u696d\u77e5\u8b58\uff0c\u800c\u4ed6\u5011\u672c\u8eab\u4e0d\u9700\u8981\u6210\u70ba\u00a0ASIC\u00a0\u7684\u8a2d\u8a08\u5e2b\u3002\u6b64\u5916\uff0c\u9019\u500b\u5f37\u5927\u7684\u5168\u65b0\u67b6\u69cb\u4e5f\u975e\u5e38\u9069\u5408\u7d93\u9a57\u8c50\u5bcc\u7684\u786c\u9ad4\u5c08\u5bb6\u4f7f\u7528\u3002\u300d  Catapult AI NN\u00a0\u73fe\u5df2\u958b\u653e\u65e9\u671f\u63a1\u7528\u8005\u4f7f\u7528\uff0c\u4e26\u8a08\u5283\u65bc\u00a02024\u00a0\u5e74\u7b2c\u56db\u5b63\u5411\u6240\u6709\u4f7f\u7528\u8005\u5168\u9762\u958b\u653e\u3002\u6b32\u6df1\u5165\u77ad\u89e3\u00a0Catapult AI NN\u00a0\u8edf\u9ad4\uff0c\u8acb\u9020\u8a2a\uff1ahttps:\/\/eda.sw.siemens.com\/en-US\/ic\/catapult-high-level-synthesis\/hls\/ai-solutions\/\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pingtungtimes.com.tw\/?p=243273\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u897f\u9580\u5b50\u63a8\u51faCatapult AI NN\u00a0  \u4ee5\u7c21\u5316\u5148\u9032\u6676\u7247\u7d1a\u7cfb\u7d71\u8a2d\u8a08\u4e2d\u7684AI\u52a0\u901f\u5668\u958b\u767c - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"og:description\" content=\"\u8a18\u8005\u9ec3\u4fca\u80b2 \/ \u7d9c\u5408\u5831\u5c0e  \u897f\u9580\u5b50\u6578\u4f4d\u5de5\u696d\u8edf\u9ad4\u8fd1\u65e5\u63a8\u51fa\u00a0Catapult\u2122\u00a0AI NN\u00a0\u8edf\u9ad4\uff0c\u53ef\u5e6b\u52a9\u795e\u7d93\u7db2\u8def\u52a0\u901f\u5668\u5728\u7279\u6b8a\u61c9\u7528\u7a4d\u9ad4\u96fb\u8def\uff08ASIC\uff09\u548c\u6676\u7247\u7d1a\u7cfb\u7d71\uff08SoC\uff09\u4e0a\u9032\u884c\u9ad8\u968e\u5408\u6210\uff08HLS\uff09\u3002Catapult AI NN\u00a0\u662f\u4e00\u6b3e\u5168\u9762\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u53ef\u5c0d\u00a0AI\u00a0\u67b6\u69cb\u9032\u884c\u795e\u7d93\u7db2\u8def\u63cf\u8ff0\uff0c\u518d\u5c07\u5176\u8f49\u63db\u70ba\u00a0C++\u00a0\u7a0b\u5f0f\u78bc\uff0c\u4e26\u5408\u6210\u70ba\u00a0Verilog\u00a0\u6216\u00a0VHDL\u00a0\u8a9e\u8a00\u7684\u00a0RTL\u00a0\u52a0\u901f\u5668\uff0c\u4ee5\u5728\u77fd\u6676\u4e2d\u5be6\u4f5c\u3002  Catapult AI NN\u00a0\u6574\u5408\u4e86\u7528\u65bc\u6a5f\u5668\u5b78\u7fd2\u786c\u9ad4\u52a0\u901f\u7684\u958b\u6e90\u5957\u4ef6\u00a0hls4ml\uff0c\u4e26\u6574\u5408\u897f\u9580\u5b50\u7528\u65bc\u9ad8\u968e\u5408\u6210\u7684\u00a0Catapult\u2122\u00a0HLS\u00a0\u8edf\u9ad4\u3002Catapult AI NN\u00a0\u7531\u897f\u9580\u5b50\u8207\u7f8e\u570b\u80fd\u6e90\u5be6\u9a57\u5ba4\u90e8\u9580\u00a0Fermilab\u00a0\u53ca\u00a0hls4ml\u00a0\u7684\u5176\u4ed6\u4e3b\u8981\u8ca2\u737b\u8005\u5408\u4f5c\u958b\u767c\uff0c\u80fd\u6eff\u8db3\u6a5f\u5668\u5b78\u7fd2\u52a0\u901f\u5668\u8a2d\u8a08\u5c0d\u5ba2\u88fd\u5316\u77fd\u6676\u529f\u8017\u3001\u6548\u80fd\u548c\u9762\u7a4d\uff08PPA\uff09\u7684\u7368\u7279\u8981\u6c42\u3002  \u897f\u9580\u5b50\u6578\u4f4d\u5de5\u696d\u8edf\u9ad4\u526f\u7e3d\u88c1\u66a8\u9ad8\u968e\u8a2d\u8a08\u3001\u9a57\u8b49\u8207\u80fd\u6548\u7e3d\u7d93\u7406\u00a0Mo 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AI NN\u00a0\u89e3\u6c7a\u65b9\u6848\uff0c\u4f7f\u958b\u767c\u4eba\u54e1\u80fd\u5728\u8edf\u9ad4\u958b\u767c\u671f\u9593\u540c\u6642\u9032\u884c\u795e\u7d93\u7db2\u8def\u6a21\u578b\u7684\u81ea\u52d5\u5316\u548c\u5be6\u4f5c\uff0c\u4f7f\u00a0PPA\u00a0\u9054\u5230\u6700\u4f73\u8868\u73fe\uff0c\u70ba\u00a0AI\u00a0\u958b\u767c\u7684\u6548\u7387\u8207\u5275\u65b0\u958b\u5275\u65b0\u7684\u7d00\u5143\u3002\u300d  \u96a8\u8457\u00a0runtime 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