{"id":4628,"date":"2026-04-09T09:28:22","date_gmt":"2026-04-09T01:28:22","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=4628"},"modified":"2026-04-09T09:28:23","modified_gmt":"2026-04-09T01:28:23","slug":"%e4%bb%8e-gpu-%e5%88%b0-lpu%ef%bc%9a%e4%b8%93%e7%94%a8%e6%8e%a8%e7%90%86%e8%8a%af%e7%89%87%e5%a6%82%e4%bd%95%e9%87%8d%e5%a1%91-ai-%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a1%ac%e4%bb%b6%e6%a0%bc%e5%b1%80","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/4628","title":{"rendered":"\u4ece GPU \u5230 LPU\uff1a\u4e13\u7528\u63a8\u7406\u82af\u7247\u5982\u4f55\u91cd\u5851 AI \u670d\u52a1\u5668\u786c\u4ef6\u683c\u5c40"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u5f15\u8a00\uff1aAI \u63a8\u7406\u7206\u53d1\u50ac\u751f LPU \u66ff\u4ee3\u9700\u6c42<\/h2>\n\n\n\n<p>AI \u4ea7\u4e1a\u4ece\u6a21\u578b\u8bad\u7ec3\u5411\u63a8\u7406\u843d\u5730\u52a0\u901f\u6e17\u900f\uff0c\u636e\u884c\u4e1a\u6d4b\u7b97\uff0c2026\u5e74\u5168\u7403 AI 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src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/04\/v2-2b448cc16ce70b4269b5eb4711376551resize_0_q75-1024x576.png\" alt=\"\" class=\"wp-image-4631\" srcset=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/04\/v2-2b448cc16ce70b4269b5eb4711376551resize_0_q75-1024x576.png 1024w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/04\/v2-2b448cc16ce70b4269b5eb4711376551resize_0_q75-300x169.png 300w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/04\/v2-2b448cc16ce70b4269b5eb4711376551resize_0_q75-768x432.png 768w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/04\/v2-2b448cc16ce70b4269b5eb4711376551resize_0_q75.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u6838\u5fc3\u75db\u70b9\uff1aGPU \u5728 AI \u63a8\u7406\u573a\u666f\u7684\u56fa\u6709\u77ed\u677f<\/h2>\n\n\n\n<p>GPU 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\u673a\u67b6\u5355\u673a\u67dc\u53ef\u5bb9\u7eb3256\u9897 LPU\uff0c\u9884\u8ba12026\u5e74\u4e0b\u534a\u5e74\u9762\u4e16\u3002\u56fd\u5185\u65b9\u9762\uff0c\u6e05\u5fae\u667a\u80fd\u81ea\u7814 RPU\uff08\u53ef\u91cd\u6784\u5904\u7406\u5355\u5143\uff09\uff0c\u4e0e LPU \u540c\u5c5e\u53ef\u91cd\u6784\u6570\u636e\u6d41\u67b6\u6784\uff0c\u5176 TX81 \u82af\u7247\u642d\u8f7d\u7684 REX1032 \u670d\u52a1\u5668\uff0c\u53ef\u9ad8\u6548\u8fd0\u884c DeepSeekR1\/V3 \u7b49\u4e3b\u6d41\u5927\u6a21\u578b\uff0c\u63a8\u7406\u6210\u672c\u964d\u4f4e50%\uff0c\u80fd\u6548\u6bd4\u63d0\u53473\u500d\uff0c\u5df2\u843d\u5730\u65b0\u7586\u53cc\u6cb3\u5e02\u4e2d\u6811\u4e91\u667a\u7b97\u4e2d\u5fc3\u3002<\/p>\n\n\n\n<p>\u661f\u5b87\u667a\u7b97\u5728\u667a\u7b97\u4e2d\u5fc3\u5efa\u8bbe\u4e2d\uff0c\u7387\u5148\u5e03\u5c40 GPU+LPU \u534f\u540c\u7684\u786c\u4ef6\u67b6\u6784\uff0c\u5176\u8bd5\u70b9\u9879\u76ee\u91c7\u7528 Groq 3 LPU \u4e0e\u82f1\u4f1f\u8fbe H100 GPU \u8054\u5408\u90e8\u7f72\uff0c\u63a8\u7406\u6548\u7387\u8f83\u7eaf GPU \u67b6\u6784\u63d0\u53472.8\u500d\uff0c\u5168\u751f\u547d\u5468\u671f\u6210\u672c\u964d\u4f4e55%\u3002\u540c\u65f6\uff0c\u661f\u5b87\u667a\u7b97\u4f18\u5316 GPU \u670d\u52a1\u5668\u79df\u7528\u670d\u52a1\uff0c\u63d0\u4f9b GPU \u4e0e LPU \u7b97\u529b\u6309\u9700\u79df\u7528\u65b9\u6848\uff0c\u6db5\u76d6 RTX 4090\u3001H100 \u7b49 GPU \u89c4\u683c\u53ca Groq 3 LPU \u63a8\u7406\u8282\u70b9\uff0c\u9884\u7f6e\u5927\u6a21\u578b\u63a8\u7406\u73af\u5883\uff0c\u652f\u6301\u4e00\u952e\u90e8\u7f72\uff0c7\u00d724\u5c0f\u65f6\u8fd0\u7ef4\u670d\u52a1\uff0c\u8ba9\u4e2d\u5c0f\u89c4\u6a21\u4f01\u4e1a\u65e0\u9700\u6295\u5165\u9ad8\u6602\u6210\u672c\uff0c\u5373\u53ef\u4eab\u53d7\u4e13\u7528\u63a8\u7406\u7b97\u529b\u5e26\u6765\u7684\u6548\u7387\u63d0\u5347\uff0c\u76ee\u524d\u5df2\u4e3a\u5236\u9020\u3001\u91d1\u878d\u7b49\u591a\u884c\u4e1a\u4f01\u4e1a\u63d0\u4f9b\u7b97\u529b\u652f\u6301\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u683c\u5c40\u91cd\u5851\uff1aLPU \u63a8\u52a8 AI \u670d\u52a1\u5668\u786c\u4ef6\u7684\u4e09\u5927\u53d8\u9769<\/h2>\n\n\n\n<p>LPU \u7684\u5d1b\u8d77\u5e76\u975e\u66ff\u4ee3 GPU\uff0c\u800c\u662f\u63a8\u52a8 AI \u670d\u52a1\u5668\u786c\u4ef6\u5f62\u6210\u201c\u8bad\u7ec3\u9760 GPU\u3001\u63a8\u7406\u9760 LPU\u201d\u7684\u5206\u5de5\u683c\u5c40\uff0c\u5e26\u52a8\u786c\u4ef6\u67b6\u6784\u3001\u4f9b\u5e94\u94fe\u4e0e\u5e02\u573a\u7ade\u4e89\u7684\u4e09\u91cd\u53d8\u9769\u3002\u786c\u4ef6\u67b6\u6784\u5c42\u9762\uff0cAI \u670d\u52a1\u5668\u4ece\u201c\u5355\u4e00 GPU \u6838\u5fc3\u201d\u5411\u201cGPU+LPU \u534f\u540c\u67b6\u6784\u201d\u8f6c\u578b\uff0c\u5355\u673a\u67dc\u53ef\u96c6\u6210256\u9897 LPU \u621616-32\u5f20 GPU\uff0c\u7b97\u529b\u5bc6\u5ea6\u63d0\u53473\u500d\u4ee5\u4e0a\uff0c\u540c\u65f6\u7b80\u5316\u786c\u4ef6\u8fde\u63a5\uff0c\u964d\u4f4e\u90e8\u7f72\u590d\u6742\u5ea6\u3002<\/p>\n\n\n\n<p>\u4f9b\u5e94\u94fe\u5c42\u9762\uff0cLPU \u65e0\u9700\u4f9d\u8d56 HBM \u5b58\u50a8\u4e0e COWOS \u5c01\u88c5\u6280\u672f\uff0c\u8f6c\u800c\u91c7\u7528 SRAM \u7247\u4e0a\u5b58\u50a8\uff0c\u63a8\u52a8\u4f9b\u5e94\u94fe\u5411\u591a\u5143\u5316\u53d1\u5c55\uff0c\u6caa\u7535\u80a1\u4efd\u3001\u80dc\u5b8f\u79d1\u6280\u7b49\u9ad8\u7aef PCB \u4f01\u4e1a\uff0c\u51ed\u501f LPU \u8f7d\u677f\u7814\u53d1\u80fd\u529b\uff0c\u83b7\u5f97\u65b0\u589e\u5e02\u573a\u9700\u6c42\uff1b\u4e09\u661f\u3001\u53f0\u79ef\u7535\u7b49\u4ee3\u5de5\u4f01\u4e1a\uff0c\u4e5f\u5728\u52a0\u901f LPU \u91cf\u4ea7\u5e03\u5c40\uff0c\u9884\u8ba12027\u5e74 LPU \u4ee3\u5de5\u5e02\u573a\u89c4\u6a21\u5c06\u7a81\u783450\u4ebf\u7f8e\u5143\u3002<\/p>\n\n\n\n<p>\u5e02\u573a\u7ade\u4e89\u5c42\u9762\uff0c\u9664 Groq\u3001\u6e05\u5fae\u667a\u80fd\u7b49\u4e13\u4e1a\u5382\u5546\u5916\uff0c\u82f1\u4f1f\u8fbe\u3001\u82f1\u7279\u5c14\u7b49\u4f20\u7edf\u82af\u7247\u5de8\u5934\u7eb7\u7eb7\u5e03\u5c40 LPU \u9886\u57df\uff0c\u82f1\u4f1f\u8fbe\u901a\u8fc7\u6280\u672f\u6388\u6743\u5438\u7eb3 Groq 90%\u5458\u5de5\uff0c\u82f1\u7279\u5c14\u63a8\u51fa Gaudi \u7cfb\u5217\u4e13\u7528\u63a8\u7406\u82af\u7247\uff0c\u5f62\u6210\u201c\u901a\u7528 GPU \u5382\u5546+\u4e13\u7528 LPU \u5382\u5546\u201d\u7684\u7ade\u4e89\u683c\u5c40\uff0c\u63a8\u52a8\u63a8\u7406\u82af\u7247\u6280\u672f\u5feb\u901f\u8fed\u4ee3\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u63a8\u7406\u7b97\u529b\u6210\u672c\uff0c\u4e5f\u8ba9 GPU \u670d\u52a1\u5668\u79df\u7528\u5e02\u573a\u8fce\u6765\u6027\u4ef7\u6bd4\u5347\u7ea7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u672f\u6f14\u8fdb\uff1aLPU \u4e0e GPU \u534f\u540c\u7684\u672a\u6765\u65b9\u5411<\/h2>\n\n\n\n<p>\u672a\u6765\uff0c\u968f\u7740 AI \u63a8\u7406\u573a\u666f\u7684\u6301\u7eed\u7ec6\u5316\uff0cLPU \u5c06\u5411\u66f4\u9ad8\u6548\u7387\u3001\u66f4\u7075\u6d3b\u9002\u914d\u7684\u65b9\u5411\u6f14\u8fdb\uff0c\u4e0e GPU \u5f62\u6210\u6df1\u5ea6\u534f\u540c\uff0c\u8fdb\u4e00\u6b65\u91cd\u5851 AI \u670d\u52a1\u5668\u786c\u4ef6\u683c\u5c40\u3002\u6027\u80fd\u5c42\u9762\uff0cLPU \u4f20\u8f93\u5e26\u5bbd\u5c06\u7a81\u783410Tb\/s\uff0cToken \u751f\u6210\u901f\u5ea6\u63d0\u5347\u81f3 GPU \u768410\u500d\u4ee5\u4e0a\uff0c\u80fd\u6548\u6bd4\u7a81\u7834300 TOPS\/W\uff0c\u53ef\u9002\u914d Sora \u7b49\u89c6\u9891\u751f\u6210\u573a\u666f\u7684 Patch \u8ba1\u7b97\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u9002\u914d\u6027\u5c42\u9762\uff0cLPU \u5c06\u7a81\u7834\u5355\u4e00\u8bed\u8a00\u63a8\u7406\u5c40\u9650\uff0c\u5411\u591a\u6a21\u6001\u63a8\u7406\u5ef6\u4f38\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u591a\u7c7b\u578b\u6570\u636e\u7684\u9ad8\u6548\u63a8\u7406\uff0c\u540c\u65f6\u4f18\u5316\u5206\u5e03\u5f0f\u4e92\u8054\u6280\u672f\uff0c\u51cf\u5c11\u591a\u5361\u534f\u540c\u7684\u5ef6\u8fdf\u635f\u8017\u3002\u6210\u672c\u5c42\u9762\uff0c\u968f\u7740\u89c4\u6a21\u5316\u91cf\u4ea7\uff0cLPU \u5355\u5361\u6210\u672c\u5c06\u4e0b\u964d40%-50%\uff0c\u4e0e GPU \u7684\u6210\u672c\u5dee\u8ddd\u8fdb\u4e00\u6b65\u7f29\u5c0f\uff0c\u9884\u8ba12028\u5e74\uff0c\u65b0\u5efa AI \u63a8\u7406\u670d\u52a1\u5668\u4e2d LPU \u5360\u6bd4\u5c06\u7a81\u783460%\u3002<\/p>\n\n\n\n<p>\u661f\u5b87\u667a\u7b97\u6b63\u63a8\u8fdb LPU \u4e0e GPU \u534f\u540c\u67b6\u6784\u7684\u7814\u53d1\u4f18\u5316\uff0c\u91cd\u70b9\u7a81\u7834\u591a\u7b97\u529b\u8c03\u5ea6\u6280\u672f\uff0c\u5b9e\u73b0\u63a8\u7406\u573a\u666f\u7684\u7b97\u529b\u6309\u9700\u5206\u914d\uff0c\u540c\u65f6\u6301\u7eed\u5b8c\u5584 GPU \u670d\u52a1\u5668\u79df\u7528\u670d\u52a1\uff0c\u65b0\u589e LPU \u63a8\u7406\u8282\u70b9\u79df\u7528\u9009\u9879\uff0c\u4f18\u5316\u670d\u52a1\u5b9a\u4ef7\uff0c\u8ba9\u4f01\u4e1a\u53ef\u6839\u636e\u81ea\u8eab\u9884\u7b97\u4e0e\u573a\u666f\u9700\u6c42\uff0c\u7075\u6d3b\u9009\u62e9\u7b97\u529b\u65b9\u6848\uff0c\u52a9\u529b\u4ea7\u4e1a\u9ad8\u6548\u843d\u5730 AI \u63a8\u7406\u573a\u666f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bed\uff1a\u4e13\u7528\u63a8\u7406\u65f6\u4ee3\uff0cLPU \u91cd\u5851\u667a\u7b97\u786c\u4ef6\u65b0\u751f\u6001<\/h2>\n\n\n\n<p>AI \u4ea7\u4e1a\u8fdb\u5165\u63a8\u7406\u89c4\u6a21\u5316\u843d\u5730\u7684\u5173\u952e\u9636\u6bb5\uff0c\u4e13\u7528\u63a8\u7406\u82af\u7247 LPU \u7684\u5d1b\u8d77\uff0c\u7834\u89e3\u4e86 GPU \u5728\u63a8\u7406\u573a\u666f\u4e2d\u7684\u6548\u7387\u3001\u6210\u672c\u4e0e\u80fd\u6548\u77ed\u677f\uff0c\u63a8\u52a8 AI \u670d\u52a1\u5668\u786c\u4ef6\u683c\u5c40\u4ece\u901a\u7528\u5316\u5411\u4e13\u7528\u5316\u3001\u534f\u540c\u5316\u8f6c\u578b\u3002\u4ece\u884c\u4e1a\u5b9e\u8df5\u6765\u770b\uff0cLPU \u5df2\u5b9e\u73b0\u89c4\u6a21\u5316\u91cf\u4ea7\u4e0e\u843d\u5730\uff0c\u5f62\u6210\u4e0e GPU \u5206\u5de5\u534f\u540c\u7684\u4ea7\u4e1a\u683c\u5c40\uff0c\u5e26\u52a8\u4f9b\u5e94\u94fe\u3001\u5e02\u573a\u7ade\u4e89\u7684\u5168\u65b9\u4f4d\u53d8\u9769\uff0c\u4e5f\u8ba9 GPU 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