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\u836f\u7269\u7814\u53d1\u4e0e\u57fa\u56e0\u9886\u57df，GPU \u670d\u52a1\u5668\u6b63\u6539\u5199\u4f20\u7edf\u8303\u5f0f：\u67d0\u533b\u836f\u79d1\u6280\u516c\u53f8\u8054\u5408\u7b97\u529b\u4f01\u4e1a，\u5229\u7528 GPU \u96c6\u7fa4\u8bad\u7ec3 Transformer \u6a21\u578b，\u5c06\u764c\u75c7\u836f\u7269\u7814\u53d1\u5468\u671f\u4ece 36 \u4e2a\u6708\u538b\u7f29\u81f3 6 \u4e2a\u6708\u3001\u6210\u672c\u964d\u4f4e 67%；CRISPR \u6280\u672f\u7684\u9776\u70b9\u7b5b\u9009\u901a\u8fc7 GPU \u52a0\u901f，\u5019\u9009\u57fa\u56e0\u5206\u6790\u901f\u5ea6\u63d0\u5347 100 \u500d\u3002\u6838\u5fc3\u6280\u672f\u7a81\u7834\u5305\u62ec\u5206\u5b50\u5bf9\u63a5\u4e0e\u7ed3\u6784\u9884\u6d4b \u2014\u2014Schr\u00f6dinger \u7684 Prime \u8f6f\u4ef6\u7ecf GPU \u4f18\u5316\u540e，\u836f\u7269\u5206\u5b50\u4e0e\u9776\u70b9\u7ed3\u5408\u9884\u6d4b\u901f\u5ea6\u63d0\u5347 50 \u500d；AlphaFold3 \u501f\u52a9 GPU \u96c6\u7fa4，\u5b9e\u73b0\u86cb\u767d\u8d28\u4e09\u7ef4\u7ed3\u6784\u89e3\u6790\u6548\u7387\u7684\u5343\u500d\u63d0\u5347\u3002\u4e34\u5e8a\u5e94\u7528\u4e2d，\u534e\u5927\u57fa\u56e0\u7b49\u4f01\u4e1a\u901a\u8fc7 GPU \u5206\u6790\u80bf\u7624\u57fa\u56e0\u7ec4，\u4f7f\u9776\u5411\u836f\u7269\u5339\u914d\u51c6\u786e\u7387\u8fbe 90%；Moderna \u7b49\u673a\u6784\u501f\u52a9 GPU \u6a21\u62df mRNA \u5e8f\u5217\u4f18\u5316，\u5c06\u65b0\u51a0\u75ab\u82d7\u7814\u53d1\u5468\u671f\u7f29\u77ed\u81f3 6 \u4e2a\u6708，\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u533b\u7597\u8d4b\u80fd\u6f5c\u529b\u3002\u200b<\/p>\n

\u4e03\u3001\u81ea\u52a8\u9a7e\u9a76\u7684\u7b97\u529b\u5927\u8111\u200b<\/h3>\n

\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df，GPU \u670d\u52a1\u5668\u662f\u5b9e\u73b0 L4\/L5 \u7ea7\u6280\u672f\u7684\u6838\u5fc3\u652f\u6491：\u67d0\u81ea\u52a8\u9a7e\u9a76\u516c\u53f8\u7b2c\u4e94\u4ee3\u7cfb\u7edf\u642d\u8f7d 8 \u9897\u9ad8\u6027\u80fd\u82af\u7247（\u7b97\u529b 254 TOPS），\u5b9e\u65f6\u5904\u7406\u6fc0\u5149\u96f7\u8fbe\u3001\u6444\u50cf\u5934\u7b49\u591a\u6e90\u6570\u636e；\u5c0f\u9e4f\u7b49\u56fd\u5185\u8f66\u4f01\u901a\u8fc7 GPU \u52a0\u901f，\u5b9e\u73b0\u57ce\u5e02\u9053\u8def\u7aef\u5230\u7aef\u81ea\u52a8\u9a7e\u9a76\u3001\u51b3\u7b56\u5ef6\u8fdf\u63a7\u5236\u5728 50ms \u4ee5\u5185\u3002\u6280\u672f\u7a81\u7834\u4f53\u73b0\u5728\u591a\u4f20\u611f\u5668\u878d\u5408\u4e0e\u4eff\u771f\u6d4b\u8bd5 \u2014\u2014 \u7279\u65af\u62c9 FSD \u901a\u8fc7 GPU \u5b9e\u73b0\u89c6\u89c9\u3001\u96f7\u8fbe\u6570\u636e\u5b9e\u65f6\u878d\u5408，\u969c\u788d\u7269\u8bc6\u522b\u51c6\u786e\u7387\u8fbe 99.9%；\u767e\u5ea6 Apollo \u7684 GPU \u96c6\u7fa4\u865a\u62df\u6d4b\u8bd5\u5e73\u53f0，\u6bcf\u65e5\u53ef\u5b8c\u6210\u5343\u4e07\u516c\u91cc\u7ea7\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u3002\u884c\u4e1a\u8fdb\u5c55\u4e0a，\u851a\u6765 ET7 \u7b49\u91cf\u4ea7\u8f66\u578b\u642d\u8f7d\u9ad8\u6027\u80fd\u82af\u7247\u652f\u6301\u9ad8\u901f\u9886\u822a\u8f85\u52a9，\u5317\u4eac\u4ea6\u5e84\u7b49\u667a\u80fd\u7f51\u8054\u793a\u8303\u533a\u90e8\u7f72 GPU \u8fb9\u7f18\u670d\u52a1\u5668，\u5b9e\u73b0\u8f66\u8def\u534f\u540c\u7684\u6beb\u79d2\u7ea7\u54cd\u5e94，\u63a8\u52a8\u81ea\u52a8\u9a7e\u9a76\u4ece\u7814\u53d1\u8d70\u5411\u843d\u5730\u3002\u200b\"\"<\/p>\n

\u56fe\u7247\u6765\u6e90\u2014\u2014\u2014\u2014\u9876\u4f5cAI<\/p>\n

\u516b\u3001\u4e91\u670d\u52a1\u7684\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u200b<\/h3>\n

\u5168\u7403\u4e91\u670d\u52a1\u5546\u6b63\u4ee5 GPU \u670d\u52a1\u5668\u6784\u5efa\u4e0b\u4e00\u4ee3\u7b97\u529b\u5e95\u5ea7：\u652f\u6491\u5927\u89c4\u6a21 AI \u8bad\u7ec3；\u91c7\u7528\u5f39\u6027\u88f8\u91d1\u5c5e\u67b6\u6784，\u5b9e\u73b0\u79d2\u7ea7 GPU \u8d44\u6e90\u8c03\u5ea6\u4ee5\u5e94\u5bf9\u7a81\u53d1\u9700\u6c42\u3002\u6280\u672f\u521b\u65b0\u805a\u7126\u8d44\u6e90\u6548\u7387；\u5f39\u6027 GPU \u5b9e\u4f8b\u6309\u9700\u6269\u5c55，\u4f7f\u8d44\u6e90\u5229\u7528\u7387\u63d0\u5347\u81f3 90%；\u901a\u8fc7 SR-IOV \u6280\u672f\u5b9e\u73b0\u7269\u7406 GPU \u865a\u62df\u5316，\u4fdd\u969c\u591a\u79df\u6237\u5b89\u5168\u9694\u79bb\u3002\u884c\u4e1a\u8d8b\u52bf\u663e\u793a，\u8fb9\u7f18\u4e91\u4e0e\u7eff\u8272\u8ba1\u7b97\u6210\u4e3a\u65b0\u65b9\u5411：\u5c06\u8fb9\u7f18 GPU \u670d\u52a1\u5668\u90e8\u7f72\u4e8e 5G \u57fa\u7ad9，\u652f\u6301 AR\/VR \u5185\u5bb9\u5b9e\u65f6\u6e32\u67d3；\u91c7\u7528\u6db2\u51b7\u6280\u672f，\u5c06 GPU \u6570\u636e\u4e2d\u5fc3 PUE \u964d\u81f3 1.1 \u4ee5\u4e0b\u3001\u80fd\u8017\u964d\u4f4e 40%，\u63a8\u52a8\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u5411\u9ad8\u6548\u4f4e\u78b3\u6f14\u8fdb\u3002\u200b<\/p>\n

\u4e5d\u3001\u6280\u672f\u6f14\u8fdb\u4e0e\u672a\u6765\u5c55\u671b\u200b<\/h3>\n

\u786c\u4ef6\u5c42\u9762，CPU+GPU+DPU \u5f02\u6784\u67b6\u6784\u6210\u4e3b\u6d41，\u53f0\u79ef\u7535 3nm \u5de5\u827a\u7684 GPU \u82af\u7247\u9884\u8ba1 2025 \u5e74\u91cf\u4ea7，\u7b97\u529b\u5bc6\u5ea6\u5c06\u63d0\u5347 50%；\u8f6f\u4ef6\u751f\u6001\u4e2d，PyTorch \u7b49\u6846\u67b6\u901a\u8fc7\u52a8\u6001\u56fe\u4e0e\u9759\u6001\u56fe\u7edf\u4e00\u4f18\u5316，\u4f7f GPU \u8bad\u7ec3\u6548\u7387\u63d0\u5347 30%，Kubernetes \u7684 Device Plugin \u673a\u5236\u5b9e\u73b0\u8d44\u6e90\u7cbe\u7ec6\u5316\u8c03\u5ea6\u3002\u884c\u4e1a\u878d\u5408\u8d8b\u52bf\u4e0b，GPU \u52a0\u901f\u6750\u6599\u79d1\u5b66\u3001\u91cf\u5b50\u8ba1\u7b97\u7b49\u57fa\u7840\u7814\u7a76，\u63a8\u52a8 "AI for Science" \u8de8\u5b66\u79d1\u521b\u65b0；\u6db2\u51b7\u6280\u672f\u4e0e\u53ef\u518d\u751f\u80fd\u6e90\u4f9b\u7535\u7684\u666e\u53ca，\u6b63\u50ac\u751f "\u7eff\u8272 AI" \u6570\u636e\u4e2d\u5fc3\u65b0\u8303\u5f0f\u3002\u9762\u5bf9\u7b97\u529b\u74f6\u9888\u4e0e\u6210\u672c\u6311\u6218，NVLink 4.0 \u7b49\u591a\u5361\u4e92\u8054\u6280\u672f\u5c06\u5e26\u5bbd\u63d0\u5347\u81f3 1.2TB\/s\u3001\u652f\u6301\u5341\u4e07\u5361\u7ea7\u96c6\u7fa4，\u56fd\u4ea7 GPU（\u5982\u534e\u4e3a\u6607\u817e 910B）\u7684\u6027\u4ef7\u6bd4\u4f18\u52bf\u5219\u52a0\u901f\u7b97\u529b\u666e\u60e0\u8fdb\u7a0b\u3002\u200b<\/p>\n

\u7ed3\u8bed\u200b<\/h3>\n

\u4ece\u5b9e\u9a8c\u5ba4\u7684\u79d1\u5b66\u8ba1\u7b97\u5230\u4ea7\u4e1a\u7aef\u7684\u667a\u80fd\u5236\u9020，GPU \u670d\u52a1\u5668\u51ed\u501f\u5f3a\u5927\u7684\u5e76\u884c\u8ba1\u7b97\u80fd\u529b，\u5df2\u6210\u4e3a\u6570\u5b57\u7ecf\u6d4e\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u5176\u5e94\u7528\u573a\u666f\u6b63\u4ece\u6df1\u5ea6\u5b66\u4e60\u3001\u79d1\u5b66\u8ba1\u7b97\u7b49\u4f20\u7edf\u9886\u57df，\u5411\u751f\u7269\u533b\u836f\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u5143\u5b87\u5b99\u7b49\u524d\u6cbf\u9886\u57df\u5feb\u901f\u62d3\u5c55，\u63a8\u52a8\u5404\u884c\u4e1a\u5b9e\u73b0\u6548\u7387\u7a81\u7834\u4e0e\u6a21\u5f0f\u521b\u65b0\u3002\u968f\u7740\u786c\u4ef6\u6280\u672f\u6301\u7eed\u8fed\u4ee3\u4e0e\u8f6f\u4ef6\u751f\u6001\u4e0d\u65ad\u5b8c\u5584，GPU \u670d\u52a1\u5668\u5c06\u5728\u66f4\u5e7f\u6cdb\u7684\u9886\u57df\u91ca\u653e\u7b97\u529b\u7ea2\u5229，\u4e3a\u4eba\u7c7b\u793e\u4f1a\u7684\u6570\u5b57\u5316\u8f6c\u578b\u6ce8\u5165\u6301\u4e45\u52a8\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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