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\u5ef6\u7e8c<\/em>Gaudi 2<\/em>\u7684\u6548\u80fd\u548c\u53ef\u64f4\u5145\u6027\uff0c<\/em>Intel Gaudi 3 AI<\/em>\u52a0\u901f\u5668\u70ba\u5168\u7403\u4f01\u696d\u63d0\u4f9b\u751f\u6210\u5f0f<\/em>AI<\/em>\u65b0\u9078\u64c7\u3002<\/em><\/em><\/p>\n\n\n\n

2024\u5e744\u67089\u65e5\uff0d\u82f1\u7279\u723e\u5728Vision 2024\u5927\u6703\u4e0a\uff0c\u5ba3\u5e03\u63a8\u51faIntel\u00ae Gaudi\u00ae 3 AI\u52a0\u901f\u5668\uff0c\u8207\u524d\u4ee3\u7522\u54c1\u76f8\u6bd4\uff0cGaudi 3\u70baBF16\u63d0\u4f9b4\u500dAI\u904b\u7b97\u80fd\u529b\u30011.5\u500d\u8a18\u61b6\u9ad4\u983b\u5bec\u4ee5\u53ca2\u500d\u7db2\u8def\u983b\u5bec\uff0c\u53ef\u64f4\u5145\u5927\u898f\u6a21\u7cfb\u7d71\uff0c\u5c07\u6709\u52a9\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u591a\u6a21\u614b\u6a21\u578b\u7684AI\u8a13\u7df4\u548c\u63a8\u7406\uff0c\u5927\u5e45\u63d0\u5347\u6548\u80fd\u548c\u751f\u7522\u529b\u3002Intel\u00ae Gaudi\u00ae 2 AI\u52a0\u901f\u5668\u662f\u5e02\u5834\u4e0a\u552f\u4e00\u901a\u904eMLPerf\u57fa\u6e96\u6e2c\u8a66\u7684LLM\u89e3\u6c7a\u65b9\u6848<\/a>\uff0c\u6548\u80fd\u548c\u6548\u7387\u7686\u901a\u904e\u9a57\u8b49\u3002\u82f1\u7279\u723e\u900f\u904e\u958b\u6e90\u793e\u7fa4\u8edf\u9ad4\u548c\u7b26\u5408\u696d\u754c\u6a19\u6e96\u7684\u4e59\u592a\u7db2\u7d61\uff0c\u70ba\u5ba2\u6236\u63d0\u4f9b\u53ef\u9748\u6d3b\u64f4\u5145\u7cfb\u7d71\u7684\u65b0\u9078\u64c7\u3002<\/p>\n\n\n\n

\u82f1\u7279\u723e\u57f7\u884c\u526f\u7e3d\u88c1\u66a8\u8cc7\u6599\u4e2d\u5fc3\u8207AI\u89e3\u6c7a\u65b9\u6848\u7e3d\u7d93\u7406Justin Hotard\u8868\u793a\uff1a\u300cAI\u5e02\u5834\u77ac\u606f\u842c\u8b8a\uff0c\u4f46\u7522\u54c1\u9593\u4ecd\u5b58\u5728\u5de8\u5927\u5dee\u8ddd\u3002\u4e0d\u8ad6\u662f\u4f86\u81ea\u5ba2\u6236\u9084\u662f\u66f4\u5ee3\u6cdb\u5e02\u5834\u7684\u56de\u994b\uff0c\u7686\u53cd\u6620\u5c0d\u66f4\u591a\u9078\u64c7\u7684\u6e34\u671b\u3002\u4f01\u696d\u9808\u6b0a\u8861\u53ef\u7528\u6027\u3001\u53ef\u64f4\u5145\u6027\u3001\u6548\u80fd\u3001\u6210\u672c\u548c\u80fd\u6e90\u6548\u7387\u7b49\u56e0\u7d20\u3002Intel Gaudi 3\u4f5c\u70ba\u751f\u6210\u5f0fAI\u7684\u65b0\u9078\u64c7\uff0c\u6191\u85c9\u6027\u50f9\u6bd4\u3001\u7cfb\u7d71\u53ef\u64f4\u5145\u6027\u548c\u6642\u9593\u6210\u672c\u512a\u52e2\u7684\u5b8c\u7f8e\u7d50\u5408\u812b\u7a4e\u800c\u51fa\u3002\u300d<\/p>\n\n\n\n

\u91d1\u878d\u3001\u88fd\u9020\u548c\u91ab\u7642\u4fdd\u5065\u7b49\u95dc\u9375\u9818\u57df\u7684\u4f01\u696d\uff0c\u76ee\u524d\u6b63\u5feb\u901f\u63d0\u5347AI\u7684\u666e\u53ca\u5316\uff0c\u4e26\u7a4d\u6975\u5c07\u751f\u6210\u5f0fAI\u8a08\u756b\u5f9e\u8a66\u9a57\u968e\u6bb5\u8f49\u70ba\u5168\u9762\u5be6\u65bd\u3002\u70ba\u4e86\u56e0\u61c9\u8f49\u578b\u3001\u63a8\u52d5\u5275\u65b0\u4e26\u9054\u6210\u71df\u6536\u6210\u9577\u76ee\u6a19\uff0c\u4f01\u696d\u9700\u8981\u958b\u653e\u3001\u7b26\u5408\u6210\u672c\u6548\u76ca\u4e14\u66f4\u7bc0\u80fd\u7684\u89e3\u6c7a\u65b9\u6848\u548c\u7522\u54c1\uff0c\u4ee5\u7b26\u5408\u6295\u8cc7\u5831\u916c\u7387\uff08ROI\uff09\u548c\u71df\u904b\u6548\u7387\u9700\u6c42\u3002<\/p>\n\n\n\n

Intel Gaudi 3\u52a0\u901f\u5668\u5c07\u6eff\u8db3\u9019\u4e9b\u9700\u6c42\uff0c\u4e26\u900f\u904e\u958b\u653e\u793e\u7fa4\u8edf\u9ad4\u548c\u958b\u653e\u6a19\u6e96\u7684\u4e59\u592a\u7db2\u8def\uff0c\u5354\u52a9\u4f01\u696d\u9748\u6d3b\u64f4\u5145AI\u7cfb\u7d71\u548c\u61c9\u7528\u3002<\/p>\n\n\n\n

\u5ba2\u88fd\u5316\u57fa\u790e\u67b6\u69cb\u5982\u4f55\u63d0\u5347\u751f\u6210\u5f0f<\/strong>AI<\/strong>\u6548\u80fd\u548c\u6548\u7387\uff1a<\/strong>Intel Gaudi 3\u52a0\u901f\u5668\u5c08\u70ba\u9ad8\u6548\u7684\u5927\u898f\u6a21AI\u904b\u7b97\u6253\u9020\uff0c\u63a1\u7528\u76f8\u8f03\u524d\u4e00\u4ee3\u7522\u54c1\u66f4\u5148\u9032\u76845\u5948\u7c73\u88fd\u7a0b\u3002\u5176\u8a2d\u8a08\u5141\u8a31\u540c\u6642\u555f\u52d5\u6240\u6709\u5f15\u64ce\u4ee5\u63d0\u5347\u901f\u5ea6\uff0c\u5305\u62ec\u77e9\u9663\u4e58\u6cd5\u5f15\u64ce\uff08MME\uff09\u3001\u5f35\u91cf\u8655\u7406\u5668\u6838\u5fc3\uff08TPC\uff09 \u548c\u7db2\u8def\u4ecb\u9762\u5361\uff08NIC\uff09\uff0c\u9032\u800c\u5be6\u73fe\u66f4\u9ad8\u901f\u3001\u9ad8\u6548\u7684\u6df1\u5ea6\u5b78\u7fd2\u904b\u7b97\u548c\u898f\u6a21\u64f4\u5145\u3002Gaudi 3\u52a0\u901f\u5668\u7684\u4e3b\u8981\u7279\u9ede\u5305\u62ec\uff1a<\/p>\n\n\n\n

\n
AI<\/strong>\u5c08\u7528\u904b\u7b97\u5f15\u64ce\uff1a<\/strong>Intel Gaudi 3\u52a0\u901f\u5668\u5c08\u70ba\u9ad8\u6548\u80fd\u3001\u9ad8\u6548\u7387\u7684\u751f\u6210\u5f0fAI\u904b\u7b97\u6240\u6253\u9020\u3002\u6bcf\u53f0\u52a0\u901f\u5668\u90fd\u6709\u5c08\u5c6c\u7684\u7570\u8cea\u904b\u7b97\u5f15\u64ce\uff0c\u753164\u500bAI\u81ea\u8a02\u548c\u53ef\u7de8\u7a0bTPC\u548c8\u500bMME\u7d44\u6210\u3002\u6bcf\u500bIntel Gaudi 3 MME\u7686\u80fd\u57f7\u884c64,000\u500b\u5e73\u884c\u904b\u7b97\uff0c\u904b\u7b97\u6548\u7387\u6975\u9ad8\uff0c\u4e26\u64c5\u65bc\u8655\u7406\u8907\u96dc\u7684\u77e9\u9663\u904b\u7b97\uff0c\u9019\u4e5f\u662f\u6df1\u5ea6\u5b78\u7fd2\u6f14\u7b97\u6cd5\u7684\u57fa\u790e\u904b\u7b97\u3002\u6b64\u7368\u7279\u7684\u8a2d\u8a08\u5927\u5e45\u63d0\u5347\u5e73\u884cAI\u904b\u7b97\u7684\u901f\u5ea6\u548c\u6548\u7387\uff0c\u4e26\u652f\u63f4\u591a\u7a2e\u8cc7\u6599\u985e\u578b\uff0c\u5305\u62ecFP8\u548cBF16\u3002<\/li>\n\n\n\n
\u63d0\u5347\u8a18\u61b6\u9ad4\u5bb9\u91cf\uff0c\u6eff\u8db3<\/strong>LLM<\/strong>\u5bb9\u91cf\u9700\u6c42\uff1a<\/strong>Intel Gaudi 3\u642d\u8f09128 GB\u7684HBMe2\u8a18\u61b6\u9ad4\u5bb9\u91cf\u30013.7 TB\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u548c96 MB\u7684on-board\u975c\u614b\u96a8\u6a5f\u5b58\u53d6\u8a18\u61b6\u9ad4\uff08SRAM\uff09\uff0c\u56e0\u6b64\u80fd\u5920\u5728\u66f4\u5c11\u7684Intel Gaudi 3\u4e0a\uff0c\u63d0\u4f9b\u8655\u7406\u5927\u578b\u751f\u6210\u5f0fAI\u8cc7\u6599\u96c6\u6240\u9700\u7684\u8db3\u5920\u8a18\u61b6\u9ad4\uff0c\u4e14\u7279\u5225\u9069\u7528\u65bc\u5927\u578b\u8a9e\u8a00\u548c\u591a\u6a21\u614b\u6a21\u578b\uff0c\u6709\u52a9\u65bc\u63d0\u5347\u5de5\u4f5c\u8ca0\u8f09\u6548\u80fd\u548c\u8cc7\u6599\u4e2d\u5fc3\u7684\u6210\u672c\u6548\u7387\u3002<\/li>\n\n\n\n
\u70ba\u4f01\u696d\u63d0\u4f9b\u751f\u6210\u5f0f<\/strong>AI<\/strong>\u9ad8\u6548\u7cfb\u7d71\u64f4\u5145\uff1a<\/strong>\u6bcf\u500bIntel Gaudi 3\u52a0\u901f\u5668\u7686\u6574\u540824\u500b200 GB\u7684\u4e59\u592a\u7db2\u8def\u9023\u63a5\u57e0\uff0c\u63d0\u4f9b\u9748\u6d3b\u7684\u958b\u653e\u6a19\u6e96\u7db2\u8def\uff0c\u5be6\u73fe\u9ad8\u6548\u64f4\u5145\uff0c\u4ee5\u652f\u63f4\u5927\u578b\u904b\u7b97\u96c6\uff0c\u4e26\u514b\u670d\u5c08\u6709\u7db2\u8def\u67b6\u69cb\u7684\u4f9b\u61c9\u5546\u9650\u5236\u3002Intel Gaudi 3\u52a0\u901f\u5668\u5be6\u73fe\u55ae\u4e00\u7bc0\u9ede\u5230\u4e0a\u5343\u7bc0\u9ede\u7684\u9ad8\u6548\u64f4\u5145\uff0c\u4ee5\u6eff\u8db3\u751f\u6210\u5f0fAI\u6a21\u578b\u7684\u5ee3\u6cdb\u8981\u6c42\u3002<\/li>\n\n\n\n
\u958b\u653e\u7522\u696d\u8edf\u9ad4\u63d0\u5347\u958b\u767c\u4eba\u54e1\u751f\u7522\u529b\uff1a<\/strong>Intel Gaudi\u8edf\u9ad4\u6574\u5408PyTorch\u6846\u67b6\uff0c\u4e26\u63d0\u4f9b\u57fa\u65bcHugging Face\u793e\u7fa4\u7684\u6700\u4f73\u5316\u6a21\u578b\uff0c\u662f\u76ee\u524d\u751f\u6210\u5f0fAI\u958b\u767c\u4eba\u54e1\u6700\u5e38\u7528\u7684AI\u6846\u67b6\uff0c\u4f7f\u751f\u6210\u5f0fAI\u958b\u767c\u4eba\u54e1\u80fd\u5920\u5728\u9ad8\u5ea6\u62bd\u8c61\u5c64\u4e0a\u9032\u884c\u64cd\u4f5c\uff0c\u63d0\u5347\u6613\u7528\u6027\u548c\u751f\u7522\u529b\uff0c\u4e26\u53ef\u8f15\u9b06\u5730\u5c07\u6a21\u578b\u8f49\u79fb\u5230\u4e0d\u540c\u786c\u9ad4\u985e\u578b\u4e0a\u3002<\/li>\n\n\n\n
Gaudi 3 PCIe<\/strong>\uff1a<\/strong>Gaudi 3\u9ad8\u901fPCIe\u9644\u52a0\u5361\u662f\u5168\u65b0\u7522\u54c1\uff0c\u5916\u578b\u898f\u683c\u5c08\u70ba\u5be6\u73fe\u9ad8\u6548\u7387\u4e26\u964d\u4f4e\u529f\u8017\u8a2d\u8a08\uff0c\u9069\u7528\u65bc\u5fae\u8abf\u3001\u63a8\u7406\u548c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u7b49\u5de5\u4f5c\uff0c\u914d\u5099\u529f\u7387600\u74e6\u7684\u6a19\u6e96\uff08Full-height \uff09\u5c01\u88dd\uff0c128GB\u7684\u8a18\u61b6\u9ad4\u5bb9\u91cf\uff0c\u4e14\u983b\u5bec\u9054\u5230\u6bcf\u79d23.7TB\u3002<\/li>\n<\/ul>\n\n\n\n
Intel Gaudi 3\u52a0\u901f\u5668\u5c07\u70ba\u9818\u5148\u751f\u6210\u5f0fAI\u6a21\u578b\u7684\u8a13\u7df4\u548c\u63a8\u7406\uff0c\u5e36\u4f86\u986f\u8457\u7684\u6548\u80fd\u63d0\u5347\u3002\u8207Nvidia H100\u76f8\u6bd4\uff0cGaudi 3\u52a0\u901f\u5668\u7684\u5e73\u5747\u6548\u80fd\u9810\u671f\u5c07\u70ba\uff1a<\/p>\n\n\n\n
\n
\u5728Llama2 7B\u548c13B\u53c3\u6578\u4ee5\u53caGPT-3 175B\u53c3\u6578\u6a21\u578b\u7684\u8a13\u7df4\u6642\u9593\u52a0\u5feb<\/strong>50%^{1<\/sup><\/strong>\u3002<\/strong><\/li>\n\n\n\n}
\u5728Llama 7B\u548c70B\u4ee5\u53caFalcon 180B\u53c3\u6578\u6a21\u578b\u4e0a\uff0c\u63a8\u8ad6\u541e\u5410\u91cf\u63d0\u5347<\/strong>50%^{2<\/sup><\/strong>\uff0c\u63a8\u8ad6\u80fd\u6e90\u6548\u7387\u63d0\u5347<\/strong>40%^{3<\/sup><\/strong>\u3002\u5728\u8f03\u9577\u7684\u8f38\u5165\u548c\u8f38\u51fa\u5e8f\u5217\u4e2d\uff0c\u5177\u6709\u66f4\u5927\u7684\u63a8\u7406\u6548\u80fd\u512a\u52e2\u3002<\/li>\n\n\n\n}}
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