{"id":628074,"date":"2026-03-27T02:19:59","date_gmt":"2026-03-27T09:19:59","guid":{"rendered":"https:\/\/nai500.com\/?p=628074"},"modified":"2026-03-27T02:19:59","modified_gmt":"2026-03-27T09:19:59","slug":"google-turboquant-mu-wdc-stx-nvda-googl","status":"publish","type":"post","link":"https:\/\/nai500.com\/zh-hant\/blog\/2026\/03\/google-turboquant-mu-wdc-stx-nvda-googl\/","title":{"rendered":"Google TurboQuant \u9707\u52d5 MU\u3001WDC\u3001STX\u3001NVDA\u3001GOOGL"},"content":{"rendered":"

\u534a\u5c0e\u9ad4\u4eca\u65e5\u6210\u70ba\u76e4\u9762\u4e3b\u89d2\uff0c\u56e0\u70ba Google \u7684\u65b0 AI \u8a18\u61b6\u9ad4\u58d3\u7e2e\u6280\u8853 TurboQuant \u64fe\u4e82\u4e86\u4eca\u5e74\u6700\u706b\u7684\u4ea4\u6613\u3002\u8a18\u61b6\u9ad4\u76f8\u95dc\u80a1\u9996\u5148\u53d7\u5230\u885d\u64ca\uff0c\u63a5\u8457\u6f14\u7b97\u6cd5\u4ea4\u6613\u628a\u901a\u5e38\u7684 AI \u786c\u9ad4\u7fa4\u4e5f\u62c9\u4e86\u9032\u4f86\u3002\u5e02\u5834\u6b63\u5728\u5283\u6e05\u754c\u7dda\uff1a\u54ea\u4e9b\u662f AI \u53ef\u4ee5\u512a\u5316\u6389\u7684\uff0c\u54ea\u4e9b\u4ecd\u662f\u786c\u6027\u7684\u5bb9\u91cf\u74f6\u9838\u3002\u5c0f\u7d50\uff1a\u4e26\u975e\u6240\u6709\u300c\u8a18\u61b6\u9ad4\u300d\u90fd\u4e00\u6a23\u3002<\/p>\n

\u534a\u5c0e\u9ad4\u6ce2\u52d5\u8207 AI \u8a18\u61b6\u9ad4\u5206\u754c<\/h3>\n

1) Micron Technology (MU) \u2014 HBM \u7a00\u7f3a\u9047\u4e0a\u58d3\u7e2e\u6578\u5b78<\/h3>\n

\u95dc\u6ce8\u7126\u9ede\uff1aGoogle \u4e3b\u5f35 TurboQuant \u53ef\u5c07\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u8a18\u61b6\u9ad4\u9700\u6c42\u6e1b\u5c11\u516d\u500d\uff0c\u4e26\u5728 H100 \u4e0a\u63d0\u5347\u5927\u7d04\u516b\u500d\u7684\u6548\u80fd\u3002\u9019\u76f4\u63a5\u5411\u300c\u53ea\u8981\u591a\u52a0 HBM \u5c31\u884c\u300d\u7684\u4e16\u754c\u89c0\u958b\u4e86\u4e00\u69cd\u3002MU \u56e0\u70ba\u4ea4\u6613\u8005\u76e4\u7b97\u82e5\u58d3\u7e2e\u70ba\u5e38\u614b\uff0c\u6bcf\u500b\u7bc0\u9ede\u9700\u8981\u7684\u9ad8\u983b\u5bec\u8a18\u61b6\u9ad4\u5806\u758a\u6703\u8b8a\u5c11\u800c\u906d\u9047\u8ce3\u58d3\u3002\u4ea4\u6613\u7279\u5fb5\uff1a\u9ad8\u8c9d\u5854\u9031\u671f\u80a1\uff0c\u5e36\u6709\u7d50\u69cb\u6027\u7684 AI \u80cc\u98a8\uff0cMU \u662f\u5728\u7f8e\u80a1\u4e0a\u5e02\u4e2d\u6700\u7d14\u7cb9\u7684 DRAM\u3001\u7279\u5225\u662f HBM3E \u62bc\u6ce8\uff0c\u8a72\u5e02\u5834\u4f9b\u61c9\u4ecd\u7dca\u5f35\u4e14\u5b9a\u50f9\u6b0a\u504f\u5411\u8ce3\u65b9\u3002\u7531\u65bc\u8cc7\u6599\u4e2d\u5fc3\u9700\u6c42\uff0cDRAM \u9031\u671f\u8655\u65bc\u8ce3\u65b9\u5e02\u5834\uff0c\u4f46\u4f4d\u5143\u4f9b\u7d66\u6210\u9577\u4e0d\u5747\u4e14\u8cc7\u672c\u652f\u51fa\u5403\u529b\u3002\u8981\u9ede\uff1aTurboQuant \u80fd\u964d\u4f4e\u55ae\u4e00\u6a21\u578b\u7684\u8a18\u61b6\u9ad4\u5bc6\u96c6\u5ea6\uff0c\u4f46\u53c3\u6578\u6578\u91cf\u589e\u9577\u8207 AI \u63a1\u7528\u4ecd\u6703\u64f4\u5927\u6574\u9ad4\u9700\u6c42\u3002MU \u7684\u547d\u904b\u53d6\u6c7a\u65bc HBM \u7684\u7d44\u5408\u8207\u5b9a\u50f9\u7d00\u5f8b\uff0c\u800c\u975e\u6bcf\u65e5\u7684\u58d3\u7e2e\u65b0\u805e\u3002\u82e5\u6709\u4efb\u4f55\u8b8a\u5316\uff0c\u4f7f GPU \u66f4\u5403\u91cd\u7684\u8edf\u9ad4\u53cd\u800c\u8b93 HBM \u5728\u9802\u7aef\u66f4\u70ba\u95dc\u9375\u3002\u95dc\u6ce8 HBM \u5c01\u88dd\u826f\u7387\u3001\u8cc7\u672c\u652f\u51fa\u7bc0\u594f\u8207\u8d85\u5927\u898f\u6a21\u96f2\u7aef\u5ba2\u6236\u7684\u627f\u8afe\u3002<\/p>\n

2) Western Digital (WDC) \u2014 NAND \u98a8\u96aa\u8f03\u5927\uff0cHDD \u5247\u8f03\u4e0d\u53d7\u5f71\u97ff<\/h3>\n

\u95dc\u6ce8\u7126\u9ede\uff1a\u5e02\u5834\u62cb\u552e WDC \u7684\u7406\u7531\u662f\u66f4\u8070\u660e\u7684\u6a21\u578b\u5c0d\u5411\u91cf\u8cc7\u6599\u5eab\u8207\u8a13\u7df4\u5feb\u53d6\u6240\u9700\u7684\u5feb\u901f\u5132\u5b58\u5c64\u7d1a\u9700\u6c42\u66f4\u5c11\u3002\u82e5 LLM \u80fd\u66f4\u7dca\u5bc6\u5730\u57f7\u884c\uff0c\u8d85\u5927\u898f\u6a21\u96f2\u7aef\u696d\u8005\u5728\u908a\u969b\u4e0a\u53ef\u80fd\u6703\u6e1b\u5c11\u4f01\u696d\u7d1a SSD \u7684\u63a1\u8cfc\u3002\u4ea4\u6613\u7279\u5fb5\uff1a\u540c\u6642\u66dd\u9732\u65bc\u5feb\u9583\u8a18\u61b6\u9ad4\uff08NAND\uff09\u8207\u786c\u789f\uff0c\u4e14\u5728\u5169\u8005\u4e4b\u9593\u5177\u6709\u71df\u904b\u69d3\u687f\uff0c\u8d70\u5411\u5169\u6975\u5316\u3002\u6b64\u523b\u88ab\u6307\u5411\u7684\u9583\u5b58\u9762\u662f\u9776\u5fc3\uff1a\u7576\u8cb7\u65b9\u627e\u5230\u6548\u7387\u63d0\u5347\u6642\uff0c\u9019\u662f\u7b2c\u4e00\u500b\u88ab\u524a\u6e1b\u7684 SKU\uff0c\u4e14\u5728\u77ed\u7f3a\u6642\u4e5f\u662f\u7b2c\u4e00\u500b\u88ab\u6436\u8cfc\u7684\u3002\u6210\u672c\u66f2\u7dda\u3001\u8cc7\u672c\u5bc6\u96c6\u5ea6\u548c\u5408\u4f5c\u5925\u4f34\u5354\u8b70\u90fd\u5f88\u91cd\u8981\u3002\u8981\u9ede\uff1aWDC \u593e\u5728\u5341\u5b57\u706b\u7dda\u3002\u58d3\u7e2e\u6280\u8853\u5c0d\u71b1\u5c64\u7d1a\u7684\u5feb\u9583\u9ad4\u7a4d\u5a01\u8105\u8f03\u5927\uff0c\u800c HDD \u696d\u52d9\u7d50\u69cb\u6027\u5730\u8207\u8cc7\u6599\u6e56\u3001\u5099\u4efd\u8207\u5408\u898f\u5b58\u6a94\u7d81\u5b9a\u3002\u5982\u679c\u4f60\u5728\u5efa\u6a21\uff0c\u61c9\u8a72\u4e0b\u4fee NAND ASP \u7684\u4e0a\u884c\u5047\u8a2d\uff0c\u540c\u6642\u7d66\u8fd1\u7dda HDD \u696d\u52d9\u66f4\u591a\u4fe1\u7528\u3002\u8cc7\u7522\u8ca0\u50b5\u8868\u8207\u6301\u7e8c\u4e2d\u7684\u7d44\u5408\u91cd\u6574\u57f7\u884c\u4ecd\u662f\u95dc\u9375\u8b8a\u6578\u3002<\/p>\n

3) Seagate Technology (STX) \u2014 \u8fd1\u7dda HDD \u53ef\u80fd\u662f\u6c89\u7761\u7684\u8d0f\u5bb6<\/h3>\n

\u95dc\u6ce8\u7126\u9ede\uff1a\u540c\u60c5\u6027\u62cb\u552e\u628a STX \u62c9\u4f4e\u8207\u5176\u4ed6\u300c\u8a18\u61b6\u9ad4\u300d\u4e00\u8d77\uff0c\u4f46\u5e02\u5834\u6b63\u5728\u8d95\u4e0a\u9019\u500b\u7d30\u5fae\u5dee\u5225\uff1aTurboQuant \u91dd\u5c0d\u7684\u662f\u4e3b\u52d5\u8a18\u61b6\u9ad4\u4f54\u7528\u8207 GPU \u6548\u7387\uff0c\u800c\u975e\u5927\u5bb9\u91cf\u5132\u5b58\u3002\u9019\u4f7f\u5f97\u5927\u5bb9\u91cf HDD \u76f8\u5c0d\u5b89\u5168\u3002\u4ea4\u6613\u7279\u5fb5\uff1a\u5178\u578b\u7684\u5927\u5bb9\u91cf\u5132\u5b58\u73fe\u91d1\u6a5f\u5668\uff0c\u5728\u591a\u6578\u9031\u671f\u4e2d\u71df\u6536\u6709\u9ad8\u9054 60% \u5230 80% \u50be\u5411\u65bc\u8fd1\u7dda\u4f01\u696d\u7d1a\u786c\u789f\u3002\u9700\u6c42\u96a8\u8457\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u8207\u5408\u898f\u4fdd\u7559\u7684\u4e0a\u5347\u800c\u8d70\uff0c\u4e0d\u53d7\u4f60\u7684 LLM \u904b\u884c\u4e86\u591a\u5c11\u6ce8\u610f\u529b\u982d\u6578\u6240\u5f71\u97ff\u3002\u6574\u9ad4 HDD \u7684\u4f9b\u7d66\u7d00\u5f8b\u5df2\u6709\u6539\u5584\uff0c\u62ac\u9ad8\u4e86\u50f9\u683c\u4e0b\u9650\u3002\u8981\u9ede\uff1a\u82e5 AI \u8edf\u9ad4\u6e1b\u5c11\u71b1\u5c64\u3001\u5ef6\u9072\u654f\u611f\u5c64\u7684\u9700\u6c42\uff0c\u51b7\u5b58\u5132\u5c31\u662f\u5269\u9918\u8acb\u6c42\u8005\u3002AI \u8a13\u7df4\u8207\u63a8\u8ad6\u7522\u751f\u7684\u5927\u91cf\u8cc7\u6599\u6b98\u6e23\u4ecd\u9700\u5c0b\u627e\u5ec9\u50f9\u53bb\u8655\u3002\u5728\u9019\u7a2e\u60c5\u5883\u4e0b\uff0cSTX \u770b\u8d77\u4f86\u300c\u5927\u81f4\u672a\u53d7\u640d\u300d\uff0c\u82e5\u8d85\u5927\u898f\u6a21\u5ba2\u6236\u5728\u6b78\u6a94\u5c64\u7d1a\u512a\u5148\u8003\u91cf\u6bcf TB \u6210\u672c\uff0c\u5247\u6709\u4e0a\u884c\u69d3\u687f\u3002\u7559\u610f\u55ae\u4f4d\u7d44\u5408\u662f\u5426\u8f49\u5411\u66f4\u9ad8\u5bb9\u91cf\u786c\u789f\uff0c\u4ee5\u53ca\u6709\u95dc HAMR \u826f\u7387\u6539\u9032\u7684\u4efb\u4f55\u50b3\u805e\u3002<\/p>\n

4) Nvidia (NVDA) \u2014 \u66f4\u597d\u7684 GPU \u5229\u7528\u7387\u6709\u5229\u6709\u5f0a<\/h3>\n

\u95dc\u6ce8\u7126\u9ede\uff1aGoogle \u8868\u793a TurboQuant \u900f\u904e\u7e2e\u5c0f\u8a18\u61b6\u9ad4\u4f54\u7528\u8b93 H100 \u57f7\u884c\u5f97\u66f4\u5feb\u3002\u5c0d\u5ba2\u6236\u7684\u6bcf token \u6210\u672c\u6709\u5229\uff0c\u5c0d Nvidia \u7684\u55ae\u4f4d\u6025\u8feb\u6027\u6558\u4e8b\u5247\u5177\u4e0d\u78ba\u5b9a\u6027\u3002\u518d\u52a0\u4e0a Google \u63a8\u52d5\u8cc7\u52a9\u8cc7\u6599\u4e2d\u5fc3\u5408\u4f5c\u5925\u4f34\u64f4\u5c55 TPU\uff0c\u4fbf\u5f15\u767c\u5b9a\u50f9\u6b0a\u529b\u7684\u8a0e\u8ad6\u3002\u4ea4\u6613\u7279\u5fb5\uff1a\u5e02\u5834\u6700\u611b\u7684\u8907\u5408\u6210\u9577\u8005\uff0c\u64c1\u6709\u7a69\u56fa\u7684\u8edf\u9ad4\u8b77\u57ce\u6cb3\u3001\u4e00\u6d41\u7684\u7db2\u8def\u5806\u758a\uff0c\u4e14\u5728 HBM \u4f9b\u61c9\u4e0a\u5be6\u969b\u4e0a\u4f9d\u8cf4\u5c11\u6578\u8a18\u61b6\u9ad4\u5ee0\u5546\u3002\u8a02\u55ae\u5df2\u9810\u8a02\u6eff\u6a94\uff0c\u4f46\u7576\u5ba2\u6236\u5b78\u6703\u66f4\u6709\u6548\u7387\u4f7f\u7528\u6bcf\u9846 GPU\uff0c\u904a\u6232\u898f\u5247\u6703\u6539\u8b8a\u3002\u8981\u9ede\uff1a\u82e5\u58d3\u7e2e\u6210\u70ba\u5e38\u614b\uff0cNvidia \u9762\u81e8\u4e00\u500b\u6096\u8ad6\uff1a\u63d0\u5347\u7684\u541e\u5410\u91cf\u4f7f\u65e2\u6709\u5b89\u88dd\u57fa\u790e\u770b\u8d77\u4f86\u66f4\u6709\u50f9\u503c\u4e26\u53ef\u80fd\u5ef6\u9577\u66ff\u63db\u9031\u671f\uff0c\u4f46\u66f4\u4f4e\u7684\u55ae\u4f4d\u6210\u672c\u4ea6\u53ef\u80fd\u64f4\u5927 AI \u63a1\u7528\u8207\u7e3d\u8a08\u7b97\u9700\u6c42\u3002\u7d9c\u5408\u4f86\u770b\uff0cTAM \u5f88\u53ef\u80fd\u64f4\u5927\uff0c\u4f46\u6436\u8cfc\u6ea2\u50f9\u53ef\u80fd\u88ab\u58d3\u7e2e\u3002\u89c0\u5bdf Blackwell \u7684\u63a1\u7528\u901f\u5ea6\u3001DGX \u7db2\u8def\u9023\u63a5\u6bd4\u4f8b\uff0c\u4ee5\u53ca\u4efb\u4f55\u9867\u5ba2\u512a\u5316\u6389\u4ee5\u5f80\u9760\u66f4\u5927\u7269\u6599\u6e05\u55ae\u89e3\u6c7a\u7684\u8a18\u61b6\u9ad4\u74f6\u9838\u7684\u8de1\u8c61\u3002<\/p>\n

5) Alphabet (GOOGL) \u2014 \u6bcf\u7f8e\u5143\u6548\u80fd\u662f\u65b0\u7684\u8b77\u57ce\u6cb3<\/h3>\n

\u95dc\u6ce8\u7126\u9ede\uff1a\u4eca\u65e5\u7684\u53cd\u6d3e\u517c\u4e3b\u89d2\u3002TurboQuant \u627f\u8afe\u5728\u6e2c\u8a66\u904e\u7684\u672c\u5730 LLM \u4e0a\u8a18\u61b6\u9ad4\u9700\u6c42\u964d\u4f4e\u516d\u500d\uff0c\u4e26\u5728\u73fe\u6709 GPU \u4e0a\u5e36\u4f86\u6548\u80fd\u66b4\u589e\u3002Alphabet \u4e5f\u5728\u5229\u7528\u5176\u8ca1\u529b\u53bb\u8cc7\u52a9 TPU\uff0c\u4e26\u5354\u52a9\u5ba2\u6236\u5f9e Nvidia \u7684\u6536\u8cbb\u9053\u8def\u4e0a\u812b\u96e2\u3002\u9019\u662f\u76f4\u63a5\u8a66\u5716\u91cd\u6574\u5176\u96f2\u7aef AI \u7684\u7d93\u6fdf\u6a21\u578b\u3002\u4ea4\u6613\u7279\u5fb5\uff1a\u5927\u578b\u80a1\uff0c\u4f86\u81ea\u5ee3\u544a\u3001YouTube \u8207 Cloud \u7684\u591a\u5143\u73fe\u91d1\u6d41\uff0c\u73fe\u6b63\u5c07\u8cc7\u672c\u652f\u51fa\u5c0e\u5165 AI \u57fa\u790e\u8a2d\u65bd\u8207\u6676\u7247\u3002\u516c\u53f8\u7684 AI \u7b56\u7565\u5728\u65bc\u964d\u4f4e\u55ae\u4f4d\u6210\u672c\u4e26\u5728\u53ef\u80fd\u7684\u60c5\u6cc1\u4e0b\u63a7\u5236\u95dc\u9375\u5806\u758a\u5c64\u3002\u8981\u9ede\uff1a\u82e5 TurboQuant \u5728\u751f\u7522\u898f\u6a21\u4e0a\u6709\u6548\uff0cGOOGL \u80fd\u5920\u91cd\u8a2d AI \u55ae\u4f4d\u7d93\u6fdf\u3001\u52a0\u6df1 TPU \u9396\u5b9a\u4e26\u964d\u4f4e\u96f2\u7aef\u92b7\u8ca8\u6210\u672c\u3002\u98a8\u96aa\u5728\u65bc\u57f7\u884c\u8207\u751f\u614b\u7cfb\u7d71\u7684\u63a5\u53d7\u5ea6\uff1b\u58d3\u7e2e\u7684\u50f9\u503c\u53d6\u6c7a\u65bc\u5176\u5728\u6df7\u4e82\u3001\u771f\u5be6\u4e16\u754c\u5de5\u4f5c\u8ca0\u8f09\u4e2d\u7684\u7a69\u5065\u6027\u3002\u5118\u7ba1\u5982\u6b64\uff0c\u5728\u8a18\u61b6\u9ad4\u77ed\u7f3a\u8207\u5929\u50f9\u58d3\u6291 AI \u767c\u5c55\u7684\u4e16\u754c\u88e1\uff0c\u80fd\u6253\u7834\u8a72\u74f6\u9838\u7684\u8edf\u9ad4\u5c31\u662f\u6230\u7565\u4e0a\u7684\u9ec3\u91d1\u3002<\/p>\n

\u6295\u8cc7\u4eba\u89c0\u9ede<\/h3>\n

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