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decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105851-6802306b94043.png\" alt=\"\" \/>\u8d44\u6599\u6765\u6e90&#xff1a;\u6d6a\u6f6e\u4fe1\u606f\u5b98\u7f51\u3001\u5bbd\u6cdb\u79d1\u6280\u3001CSDN\u300151CTO\u3001\u6d59\u5546\u8bc1\u5238\u3001\u884c\u884c\u67e5<\/p>\n<p>GPU<\/p>\n<p>GPU\u662fAI\u670d\u52a1\u5668\u7684\u6838\u5fc3&#xff0c;\u7ea6\u5360\u8fd190%AI\u82af\u7247\u5e02\u573a\u4efd\u989d&#xff0c;\u5176\u4ef7\u503c\u91cf\u5360AI\u670d\u52a1\u5668\u9ad8\u8fbe\u7ea670%\u3002<\/p>\n<p>GPU\u662f\u4e13\u4e3a\u5904\u7406\u5927\u91cf\u7684\u5e76\u884c\u4efb\u52a1\u800c\u8bbe\u8ba1\u7684\u5904\u7406\u5668&#xff0c;\u901a\u5e38\u7528\u4e8e\u56fe\u5f62\u6e32\u67d3\u3001\u6570\u636e\u5e76\u884c\u8ba1\u7b97\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u7b49\u9886\u57df&#xff0c;\u5176\u901a\u7528\u7a0b\u5ea6\u9ad8\u3001\u8f6f\u4ef6\u751f\u6001\u4e30\u5bcc\u3001\u5236\u9020\u5de5\u827a\u76f8\u5bf9\u6210\u719f\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u662f\u5168\u7403\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u9886\u57df\u7684\u9886\u5bfc\u8005\u53ca\u5168\u7403GPU\u5e02\u573a\u7684\u7edd\u5bf9\u9f99\u5934\u3002<\/p>\n<p>JPR\u7edf\u8ba1\u6570\u636e\u663e\u793a&#xff0c;\u4ece\u51fa\u8d27\u91cf\u89d2\u5ea6\u6765\u770b&#xff0c;2023\u5e74\u5728\u5168\u7403\u72ec\u7acb\u663e\u5361\u5e02\u573a&#xff0c;\u82f1\u4f1f\u8fbe\u4ee580%\u7684\u5e02\u5360\u7387\u5904\u4e8e\u7edd\u5bf9\u9886\u5148\u5730\u4f4d\u3002<\/p>\n<p>\u57282024\u5e74GTC\u5927\u4f1a\u4e0a&#xff0c;\u82f1\u4f1f\u8fbe\u63a8\u51fa\u5168\u65b0Blackwell\u67b6\u6784GPU\u82af\u7247&#xff0c;\u57fa\u4e8e\u53f0\u79ef\u75354nm\u5de5\u827a\u5236\u9020&#xff0c;\u5e76\u91c7\u7528\u4e86\u53cc\u82af\u7247\u8bbe\u8ba1&#xff0c;\u82af\u7247\u95f4\u7684\u4e92\u8054\u901f\u5ea6\u9ad8\u8fbe10TB\/s&#xff0c;\u603b\u6676\u4f53\u7ba1\u6570\u91cf\u8fbe2080\u4ebf\u4e2a&#xff0c;\u540c\u65f6\u642d\u914d8\u9897HBM3e\u5185\u5b58&#xff0c;\u5185\u5b58\u5bb9\u91cf\u8fbe192GB&#xff0c;\u5e26\u5bbd\u8fbe\u52308TB\/s&#xff0c;\u76f8\u6bd4Hopper\u67b6\u6784\u5e73\u53f0\u63d0\u5347\u660e\u663e\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u82af\u7247\u53d1\u5e03\u8282\u594f&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105851-6802306be84a3.png\" alt=\"\" \/>\u8d44\u6599\u6765\u6e90&#xff1a;Semianalysis \u63f4\u5f15\u82f1\u4f1f\u8fbe<\/p>\n<p>\u56fd\u4ea7\u7b97\u529bGPU\u7684\u4e3b\u8981\u5382\u5546\u5305\u62ec\u534e\u4e3a\u6607\u817e\u3001\u6d77\u5149\u4fe1\u606f\u3001\u5bd2\u6b66\u7eaa\u3001\u5e73\u5934\u54e5\u3001\u5929\u6570\u667a\u82af\u3001\u71e7\u539f\u79d1\u6280\u3001\u6469\u5c14\u7ebf\u7a0b\u3001\u58c1\u4ede\u79d1\u6280\u3001\u6c90\u66e6\u7b49\u516c\u53f8\u3002\u76ee\u524d\u56fd\u4ea7\u7b97\u529bGPU\u82af\u7247\u5728\u63a8\u7406\u573a\u666f\u5e94\u7528\u8f83\u591a\u4e14\u5177\u5907\u4e00\u5b9a\u7ade\u4e89\u529b&#xff0c;\u90e8\u5206\u4ea7\u54c1\u7684\u5355\u5361\u6307\u6807\u548c\u53c2\u6570\u5df2\u7ecf\u4e0e\u82f1\u4f1f\u8fbe\u4ea7\u54c1\u63a5\u8fd1\u6216\u6301\u5e73\u3002<\/p>\n<p>FPGA<\/p>\n<p>FPGA\u82af\u7247\u662f\u53ef\u7f16\u7a0b\u7684\u82af\u7247&#xff0c;\u5141\u8bb8\u5f00\u53d1\u8005\u6309\u9700\u5b9a\u5236\u786c\u4ef6&#xff0c;\u5728\u9700\u8981\u7279\u5b9a\u7b97\u6cd5\u4f18\u5316\u65f6\u975e\u5e38\u6709\u7528&#xff0c;\u53ef\u6839\u636e\u7b97\u6cd5\u8fed\u4ee3\u8c03\u6574\u786c\u4ef6\u914d\u7f6e\u3002<\/p>\n<p>FPGA\u63d0\u4f9b\u4e86\u4e00\u79cd\u4ecb\u4e8eGPU\u548cASIC\u4e4b\u95f4\u7684\u7075\u6d3b\u89e3\u51b3\u65b9\u6848&#xff0c;\u5b83\u7684\u53ef\u7f16\u7a0b\u6027\u4f7f\u786c\u4ef6\u80fd\u591f\u5728\u7b97\u6cd5\u8fed\u4ee3\u65f6\u8fdb\u884c\u6709\u6548\u4f18\u5316&#xff0c;\u540c\u65f6\u5728\u5f00\u53d1\u5468\u671f\u4e0a\u6bd4ASIC\u66f4\u4e3a\u77ed\u6682\u3002<\/p>\n<p>FPGA\u5e02\u573a\u4f9b\u7ed9\u4e3b\u8981\u88ab\u7f8e\u56fd\u8d5b\u7075\u601d&#xff08;AMD\u6536\u8d2d&#xff09;\u3001\u963f\u5c14\u7279\u62c9&#xff08;\u82f1\u7279\u5c14\u6536\u8d2d&#xff09;\u4e24\u5bb6\u4f01\u4e1a\u5784\u65ad&#xff0c;\u5e02\u5360\u7387\u5206\u522b\u4e3a49%\u548c34%&#xff0c;\u6b64\u5916\u7f8e\u56fd\u7684Lattice\u3001Microsemi\u4e5f\u5360\u636e\u4e00\u5b9a\u5e02\u573a\u4efd\u989d\u3002<\/p>\n<p>\u56fd\u5185\u4e3b\u8981\u5e03\u5c40\u5382\u5546\u5305\u62ec\u590d\u65e6\u5fae\u7535&#xff08;\u7387\u5148\u63a8\u51fa\u4ebf\u95e8\u7ea7FPGA\u548cPSoC\u82af\u7247&#xff09;\u548c\u7d2b\u5149\u56fd\u5fae&#xff08;\u56fd\u5185\u7279\u79cd\u96c6\u6210\u7535\u8def\u884c\u4e1a\u9886\u5148\u8005&#xff0c;\u4ea7\u54c1\u8986\u76d6500\u591a\u4e2a\u54c1\u79cd&#xff09;\u3001\u5b89\u8def\u79d1\u6280&#xff08;\u56fd\u5185\u6c11\u7528FPGA\u5934\u90e8\u5382\u5546&#xff09;\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105852-6802306c47515.png\" alt=\"\" \/><\/p>\n<p>ASIC<\/p>\n<p>ASIC\u662f\u4e3a\u7279\u5b9aAI\u5e94\u7528\u5b9a\u5236\u7684\u82af\u7247&#xff0c;\u80fd\u5728\u6027\u80fd\u548c\u80fd\u6548\u4e0a\u63d0\u4f9b\u6700\u4f73\u7684\u8868\u73b0&#xff0c;\u8be5\u7c7b\u82af\u7247\u662f\u56fa\u5b9a\u8bbe\u8ba1&#xff0c;\u9488\u5bf9\u4e00\u79cd\u7279\u5b9a\u4efb\u52a1\u6216\u7b97\u6cd5\u8fdb\u884c\u4e86\u4f18\u5316\u3002<\/p>\n<p>\u4e00\u822c\u6765\u8bf4&#xff0c;ASIC\u7684\u4e13\u4e1a\u6027\u5f3a&#xff0c;\u6027\u80fd\u9ad8\u4e8eFPGA\u3002\u4f46\u662f\u53ef\u7f16\u7a0b\u6027\u548c\u7075\u6d3b\u6027\u8f83\u5f31&#xff0c;\u4e14\u5f00\u53d1\u5468\u671f\u8f83\u957f&#xff0c;\u4e14\u9700\u8fbe\u5230\u4e00\u5b9a\u751f\u4ea7\u89c4\u6a21\u624d\u80fd\u5b9e\u73b0\u6210\u672c\u4f18\u52bf\u3002<\/p>\n<p>\u4e3b\u8981AI\u82af\u7247\u5bf9\u6bd4&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105853-6802306d01d9e.jpg\" alt=\"\" \/>\u8d44\u6599\u6765\u6e90&#xff1a;\u667a\u80fd\u8ba1\u7b97\u82af\u4e16\u754c\u3001\u884c\u884c\u67e5<\/p>\n<p>\u670d\u52a1\u5668\u901a\u5e38\u5177\u6709\u5927\u91cf\u7684\u5b58\u50a8\u7a7a\u95f4\u548c\u5185\u5b58&#xff0c;\u4ee5\u4fbf\u5b58\u50a8\u548c\u5904\u7406\u5927\u91cf\u7684\u6570\u636e\u7f51\u7edc\u80fd\u529b&#xff0c;\u9644\u5e26\u9ad8\u901f\u548c\u4f4e\u5ef6\u8fdf\u7684\u7f51\u7edc\u8fde\u63a5&#xff0c;\u4ee5\u4fbf\u5feb\u901f\u4f20\u8f93\u5927\u91cf\u7684\u6570\u636e\u3002<\/p>\n<p>\u5f53\u524dAI\u670d\u52a1\u5668\u9700\u6c42\u6838\u5fc3\u5728\u4e8e\u66f4\u5927\u5e26\u5bbd\u7684\u5b58\u50a8&#xff0c;\u56e0\u6b64\u5e26\u6765\u5b58\u50a8\u6280\u672f\u8def\u7ebf\u53d8\u9769\u3002<\/p>\n<p>HBM<\/p>\n<p>AI\u670d\u52a1\u5668\u4e3b\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5668\u9664\u4e86\u5185\u5b58\u6761\u548c\u56fa\u6001\u786c\u76d8\u5916&#xff0c;\u65b0\u589eHBM\u642d\u914dGPU\u4f7f\u7528&#xff0c;\u5f53\u524d\u4e3b\u6d41 GPU\u82af\u7247\u7684 HBM \u7528\u91cf\u63d0\u5347\u3002<\/p>\n<p>HBM&#xff0c;\u5373\u9ad8\u5e26\u5bbd\u5185\u5b58&#xff0c;\u662f\u4e00\u79cd\u65b0\u5174\u7684DRAM\u89e3\u51b3\u65b9\u6848&#xff0c;\u89e3\u51b3\u4e86AI\u53d1\u5c55\u7684\u5b58\u50a8\u5899\u95ee\u9898\u3002<\/p>\n<p>\u53ef\u4ee5\u7406\u89e3\u4e3a\u4e0eCPU\u6216SoC\u5bf9\u5e94\u7684\u5185\u5b58\u5c42\u7ea7&#xff0c;\u5c06\u539f\u672c\u5728PCB\u677f\u4e0a\u7684DDR\u548cGPU\u82af\u7247\u540c\u65f6\u96c6\u6210\u5230SiP\u5c01\u88c5\u4e2d&#xff0c;\u4f7f\u5185\u5b58\u66f4\u52a0\u9760\u8fd1GPU\u3002\u4f7f\u7528HBM\u53ef\u4ee5\u5c06DRAM\u548c\u5904\u7406\u5668\u4e4b\u95f4\u7684\u901a\u4fe1\u5e26\u5bbd\u5927\u5927\u63d0\u5347&#xff0c;\u4ece\u800c\u7f13\u89e3\u8fd9\u4e9b\u5904\u7406\u5668\u7684\u5185\u5b58\u5899\u95ee\u9898\u3002<\/p>\n<p>GPU\u4e2dHBM\u63d0\u4f9b\u5b58\u50a8&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105853-6802306d3a5f9.png\" alt=\"\" \/>\u8d44\u6599\u6765\u6e90&#xff1a;Applied Materials analysis<\/p>\n<p>\u7531\u4e8e\u5148\u8fdb\u5236\u7a0bGPU\u3001GDDR\u9897\u7c92\u30012.5D\/3D\u5c01\u88c5\u6280\u672f\u4e0e\u4ea7\u80fd\u5c40\u9650&#xff0c;\u5168\u7403\u9ad8\u7aefHBM\u5448\u73b0\u5be1\u5934\u5784\u65ad\u683c\u5c40&#xff0c;\u4e09\u5927\u4f9b\u5e94\u94fe\u5382\u5546\u4e3aSK\u6d77\u529b\u58eb\u3001\u4e09\u661f\u3001\u7f8e\u5149\u3002<\/p>\n<p>2024\u5e74\u4e09\u5bb6\u56fd\u9645\u5927\u5382\u90fd\u5c06\u4e3b\u8981\u91cf\u4ea7HBM3\u4e0eHBM3E&#xff0c;HBM3\u4ea7\u54c1\u5360\u6709\u7387\u5c06\u8fbe\u523060%\u4ee5\u4e0a\u3002<\/p>\n<p>\u76ee\u524d&#xff0c;SK\u6d77\u529b\u58eb\u4ecd\u7136\u662f\u4e3b\u8981\u4f9b\u5e94\u5546&#xff0c;\u4e0e\u7f8e\u5149\u4e00\u8d77&#xff0c;\u90fd\u4f7f\u75281betanm\u5236\u7a0b&#xff0c;\u5e76\u4e14\u90fd\u5df2\u5f00\u59cb\u5411\u82f1\u4f1f\u8fbe\u4f9b\u8d27\u3002\u4e09\u661f\u4f7f\u75281alphanm\u5236\u7a0b&#xff0c;\u9884\u8ba1\u4e8e\u5e74\u4e2d\u5f00\u59cb\u4ea4\u4ed8\u3002<\/p>\n<p>\u6b64\u5916&#xff0c;\u636eTrendForce&#xff0c;HBM4\u9884\u8ba1\u89c4\u5212\u4e8e2026\u5e74\u63a8\u51fa&#xff0c;\u5728\u5806\u6808\u7684\u5c42\u6570\u4e0aHBM4\u9664\u4e86\u73b0\u6709\u768412\u5c42\u5916&#xff0c;\u4e5f\u5c06\u518d\u5f8016\u5c42\u53d1\u5c55\u3002<\/p>\n<p>HBM\u4e3b\u8981\u751f\u4ea7\u5546\u6280\u672f\u8def\u7ebf\u56fe&#xff08;2022-2026&#xff09;&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105853-6802306d528ea.png\" alt=\"\" \/>\u8d44\u6599\u6765\u6e90&#xff1a;trendforce<\/p>\n<p>HDD\/SSD<\/p>\n<p>AI\u670d\u52a1\u5668\u5e26\u6765\u672c\u5730\u5b58\u50a8\u5bb9\u91cf\u5927\u5e45\u63d0\u5347&#xff0c;\u672c\u5730\u5b58\u50a8\u7684\u9009\u62e9\u65b9\u6848\u5305\u62ecHDD\u548cSSD\u3002<\/p>\n<p>\u786c\u76d8HDD\u6ee1\u8db3\u5927\u5bb9\u91cf\u7684\u957f\u65f6\u5b58\u50a8\u9700\u6c42&#xff0c;\u5728\u670d\u52a1\u5668\u4e2d\u7528\u4e8e\u6570\u636e\u7f13\u5b58\u9a71\u52a8\u548c\u64cd\u4f5c\u7cfb\u7edf\u9a71\u52a8&#xff0c;\u670d\u52a1\u5668\u786c\u76d8\u4e00\u822c\u4e0eRAID&#xff08;\u72ec\u7acb\u78c1\u76d8\u5197\u4f59\u9635\u5217&#xff09;\u5361\u642d\u914d\u4f7f\u7528\u3002<\/p>\n<p>SSD\u91c7\u7528\u95ea\u5b58\u6280\u672f\u6765\u5b58\u50a8\u6570\u636e&#xff0c;\u76f8\u6bd4HDD\u5177\u6709\u66f4\u5feb\u7684\u8bfb\u5199\u901f\u5ea6\u548c\u66f4\u77ed\u7684\u8bbf\u95ee\u65f6\u95f4&#xff0c;\u9002\u7528\u4e8e\u9700\u8981\u5feb\u901f\u968f\u673a\u8bbf\u95ee\u7684\u5e94\u7528\u4e2d&#xff0c;\u5982\u865a\u62df\u5316\u3001\u6570\u636e\u5e93\u548cWeb\u670d\u52a1\u5668\u3002<\/p>\n<p>\u6570\u636e\u4e2d\u5fc3\u7ea7SSD\u5df2\u4e0d\u518d\u662f\u4e00\u4e2a\u786c\u76d8&#xff0c;\u800c\u662f\u4e00\u4e2a\u5177\u5907\u5904\u7406\u3001\u7f13\u5b58\u3001\u8ba1\u7b97\u3001\u5b89\u5168\u4fdd\u62a4\u7684\u5c0f\u578b\u7cfb\u7edf\u3002<\/p>\n<p>SSD\u7684\u4e3b\u8981\u786c\u4ef6\u7ec4\u4ef6\u5305\u62ecNANDFlash\u3001\u4e3b\u63a7\u82af\u7247\u548cDRAM&#xff0c;\u6838\u5fc3\u8f6f\u4ef6\u4e3a\u4f01\u4e1a\u7ea7SSD\u7684\u56fa\u4ef6\u3002<\/p>\n<p>\u5b58\u50a8IC&amp;\u5b58\u50a8\u6a21\u7ec4\u4f9b\u5e94\u94fe&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418105853-6802306d98cb2.png\" alt=\"\" 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