{"id":628073,"date":"2026-03-27T02:14:59","date_gmt":"2026-03-27T09:14:59","guid":{"rendered":"https:\/\/nai500.com\/?p=628073"},"modified":"2026-03-27T02:14:59","modified_gmt":"2026-03-27T09:14:59","slug":"google-turboquant-mu-wdc-stx-nvda-googl","status":"publish","type":"post","link":"https:\/\/nai500.com\/zh-hans\/blog\/2026\/03\/google-turboquant-mu-wdc-stx-nvda-googl\/","title":{"rendered":"Google TurboQuant \u9707\u8361 MU\u3001WDC\u3001STX\u3001NVDA\u3001GOOGL"},"content":{"rendered":"

\u534a\u5bfc\u4f53\u4eca\u5929\u6210\u4e3a\u884c\u60c5\u7126\u70b9\uff0c\u56e0\u4e3a Google \u7684\u65b0\u578b AI \u5185\u5b58\u538b\u7f29\u6280\u672f TurboQuant \u7ed9\u4eca\u5e74\u6700\u70ed\u95e8\u7684\u4ea4\u6613\u6380\u4e86\u6ce2\u6f9c\u3002\u5185\u5b58\u7c7b\u80a1\u7968\u9996\u5148\u627f\u538b\uff0c\u968f\u540e\u7b97\u6cd5\u76d8\u5c06\u5e38\u89c1\u7684 AI \u786c\u4ef6\u7fa4\u4e5f\u4e00\u5e76\u62c9\u4e0b\u3002\u5e02\u573a\u5728\u533a\u5206 AI \u80fd\u4f18\u5316\u6389\u7684\u90e8\u5206\u4e0e\u4ecd\u7136\u662f\u786c\u6027\u5bb9\u91cf\u74f6\u9888\u7684\u90e8\u5206\u3002\u5267\u900f\uff1a\u5e76\u975e\u6240\u6709\u201c\u5185\u5b58\u201d\u90fd\u4e00\u6837\u3002<\/p>\n

\u534a\u5bfc\u4f53\u6ce2\u52a8\u4e0e AI \u5185\u5b58\u5206\u5316<\/h3>\n

1) Micron Technology (MU) \u2014 HBM \u7a00\u7f3a\u9047\u4e0a\u538b\u7f29\u6570\u5b66<\/h3>\n

\u5438\u5f15\u6ce8\u610f\u7684\u539f\u56e0\uff1aGoogle \u5ba3\u79f0 TurboQuant \u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5185\u5b58\u9700\u6c42\u7f29\u51cf\u516d\u500d\uff0c\u5e76\u4f7f H100 \u7684\u6027\u80fd\u63d0\u5347\u7ea6\u516b\u500d\u3002\u8fd9\u76f4\u63a5\u51b2\u51fb\u4e86\u201c\u53ea\u9700\u66f4\u591a HBM\u201d\u8fd9\u4e00\u4e16\u754c\u89c2\u3002MU \u5728\u4ea4\u6613\u4e2d\u906d\u9047\u629b\u552e\uff0c\u56e0\u4e3a\u4ea4\u6613\u5458\u63a8\u6f14\u51fa\u5982\u679c\u538b\u7f29\u6548\u679c\u6301\u4e45\uff0c\u6bcf\u4e2a\u8282\u70b9\u6240\u9700\u7684\u9ad8\u5e26\u5bbd\u5185\u5b58\u5806\u6808\u4f1a\u66f4\u5c11\u3002\u4ea4\u6613\u7279\u5f81\uff1a\u9ad8\u8d1d\u5854\u7684\u5468\u671f\u6027\u80a1\u7968\uff0c\u517c\u5177\u7ed3\u6784\u6027\u7684 AI \u987a\u98ce\uff0cMU \u662f\u5728\u7f8e\u80a1\u4e0a\u5e02\u4e2d\u5bf9 DRAM\u3001\u5c24\u5176\u662f HBM3E \u6700\u7eaf\u7cb9\u7684\u535a\u5f08\u5bf9\u8c61\uff0c\u8be5\u9886\u57df\u4f9b\u5e94\u4ecd\u7136\u7d27\u5f20\uff0c\u5b9a\u4ef7\u6743\u504f\u5411\u5356\u65b9\u3002\u7531\u4e8e\u6570\u636e\u4e2d\u5fc3\u9700\u6c42\uff0cDRAM \u5468\u671f\u5904\u4e8e\u5356\u65b9\u5e02\u573a\uff0c\u4f46\u6bd4\u7279\u4f9b\u5e94\u589e\u957f\u5177\u6709\u6ce2\u52a8\u6027\u4e14\u8017\u8d39\u8d44\u672c\u652f\u51fa\u3002\u5173\u952e\u7ed3\u8bba\uff1aTurboQuant \u53ef\u4ee5\u964d\u4f4e\u6bcf\u4e2a\u6a21\u578b\u7684\u5185\u5b58\u5f3a\u5ea6\uff0c\u4f46\u53c2\u6570\u81a8\u80c0\u548c AI \u91c7\u7528\u4ecd\u4f1a\u6269\u5927\u603b\u4f53\u5bb9\u91cf\u3002MU \u7684\u547d\u8fd0\u53d6\u51b3\u4e8e HBM \u7684\u4ea7\u54c1\u7ec4\u5408\u548c\u5b9a\u4ef7\u7eaa\u5f8b\uff0c\u800c\u4e0d\u662f\u6bcf\u65e5\u7684\u538b\u7f29\u5934\u6761\u3002\u6362\u8a00\u4e4b\uff0c\u8ba9 GPU \u66f4\u8f9b\u82e6\u7684\u8f6f\u4ef6\u53cd\u800c\u4f7f\u9876\u7ea7\u5e02\u573a\u7684 HBM \u66f4\u52a0\u5173\u952e\u3002\u5173\u6ce8 HBM \u5c01\u88c5\u826f\u7387\u3001\u8d44\u672c\u652f\u51fa\u8282\u594f\u4ee5\u53ca\u8d85\u5927\u89c4\u6a21\u4e91\u5382\u7684\u627f\u8bfa\u3002<\/p>\n

2) Western Digital (WDC) \u2014 NAND \u53d7\u5a01\u80c1\uff0cHDD \u76f8\u5bf9\u7a33\u5065<\/h3>\n

\u5438\u5f15\u6ce8\u610f\u7684\u539f\u56e0\uff1aWDC \u8dcc\u52bf\u6765\u81ea\u4e8e\u5e02\u573a\u9884\u671f\u66f4\u806a\u660e\u7684\u6a21\u578b\u4f1a\u51cf\u5c11\u5411\u91cf\u6570\u636e\u5e93\u548c\u8bad\u7ec3\u7f13\u5b58\u5bf9\u5feb\u901f\u5b58\u50a8\u5c42\u7684\u9700\u6c42\u3002\u5982\u679c LLM \u80fd\u66f4\u7d27\u51d1\u8fd0\u884c\uff0c\u8d85\u5927\u89c4\u6a21\u4e91\u5382\u5728\u8fb9\u9645\u4e0a\u53ef\u4ee5\u51cf\u5c11\u4e00\u4e9b\u4f01\u4e1a\u7ea7 SSD \u7684\u91c7\u8d2d\u3002\u4ea4\u6613\u7279\u5f81\uff1a\u5bf9\u95ea\u5b58\uff08NAND\uff09\u548c\u673a\u68b0\u786c\u76d8\u7684\u6df7\u5408\u655e\u53e3\uff0c\u5728\u4e24\u7aef\u5747\u5b58\u5728\u7ecf\u8425\u6760\u6746\u3002\u95ea\u5b58\u65b9\u9762\u662f\u7126\u70b9\uff1a\u5f53\u4e70\u5bb6\u53d1\u73b0\u6548\u7387\u63d0\u5347\u65f6\uff0c\u95ea\u5b58\u662f\u7b2c\u4e00\u4e2a\u88ab\u524a\u51cf\u7684 SKU\uff1b\u5f53\u77ed\u7f3a\u51fa\u73b0\u65f6\uff0c\u5b83\u4e5f\u662f\u7b2c\u4e00\u4e2a\u88ab\u63a8\u9ad8\u7684\u54c1\u7c7b\u3002\u6210\u672c\u66f2\u7ebf\u3001\u8d44\u672c\u5f3a\u5ea6\u548c\u5408\u4f5c\u4f19\u4f34\u534f\u8bae\u90fd\u5f88\u91cd\u8981\u3002\u5173\u952e\u7ed3\u8bba\uff1aWDC \u5904\u4e8e\u5341\u5b57\u8def\u53e3\u3002\u538b\u7f29\u6280\u672f\u66f4\u53ef\u80fd\u5a01\u80c1\u70ed\u5b58\u50a8\u5c42\u7684\u95ea\u5b58\u9500\u91cf\uff0c\u800c HDD \u4e1a\u52a1\u5728\u7ed3\u6784\u4e0a\u4e0e\u6570\u636e\u6e56\u3001\u5907\u4efd\u548c\u5408\u89c4\u6a21\u5f0f\u6863\u6848\u66f4\u4e3a\u76f8\u5173\u3002\u5982\u679c\u4f60\u5728\u5efa\u6a21\uff0c\u5e94\u8be5\u4e0b\u8c03 NAND \u5e73\u5747\u552e\u4ef7\u4e0a\u884c\u7684\u5047\u8bbe\uff0c\u540c\u65f6\u5bf9\u8fd1\u7ebf HDD \u7684\u4e1a\u52a1\u7ed9\u4e88\u66f4\u591a\u4fe1\u7528\u3002\u8d44\u4ea7\u8d1f\u503a\u8868\u72b6\u51b5\u548c\u5728\u6301\u7eed\u7ec4\u5408\u91cd\u5851\u4e0a\u7684\u6267\u884c\u4ecd\u662f\u51b3\u5b9a\u6027\u53d8\u91cf\u3002<\/p>\n

3) Seagate Technology (STX) \u2014 \u8fd1\u7ebf HDD \u53ef\u80fd\u662f\u6c89\u9ed8\u7684\u8d62\u5bb6<\/h3>\n

\u5438\u5f15\u6ce8\u610f\u7684\u539f\u56e0\uff1a\u540c\u60c5\u6027\u629b\u552e\u628a STX \u62c9\u4e0b\u6c34\uff0c\u4f46\u5e02\u573a\u6b63\u5728\u610f\u8bc6\u5230\u4e00\u4e2a\u7ec6\u5fae\u5dee\u522b\uff1aTurboQuant \u9488\u5bf9\u7684\u662f\u6d3b\u52a8\u5185\u5b58\u5360\u7528\u548c GPU \u6548\u7387\uff0c\u800c\u4e0d\u662f\u5927\u5bb9\u91cf\u5b58\u50a8\u3002\u8fd9\u8ba9\u6d77\u91cf\u5bb9\u91cf\u7684 HDD \u76f8\u5bf9\u5b89\u5168\u3002\u4ea4\u6613\u7279\u5f81\uff1a\u7ecf\u5178\u7684\u5927\u5bb9\u91cf\u5b58\u50a8\u73b0\u91d1\u673a\u5668\uff0c\u5728\u5927\u591a\u6570\u5468\u671f\u91cc\u6536\u5165\u6709 60% \u5230 80% \u7684\u9ad8\u6bd4\u4f8b\u503e\u5411\u8fd1\u7ebf\u4f01\u4e1a\u7ea7\u9a71\u52a8\u5668\u3002\u9700\u6c42\u8ddf\u968f\u975e\u7ed3\u6784\u5316\u6570\u636e\u548c\u5408\u89c4\u4fdd\u7559\u7684\u4e0a\u5347\u6f6e\uff0c\u800c\u4e0d\u662f\u4f60\u7684 LLM \u8f6c\u591a\u5c11\u6ce8\u610f\u529b\u5934\u3002\u6574\u4e2a HDD \u884c\u4e1a\u7684\u4f9b\u5e94\u7eaa\u5f8b\u5df2\u6709\u6240\u6539\u5584\uff0c\u62ac\u9ad8\u4e86\u4ef7\u683c\u5e95\u7ebf\u3002\u5173\u952e\u7ed3\u8bba\uff1a\u5982\u679c AI \u8f6f\u4ef6\u51cf\u5c11\u5bf9\u70ed\u3001\u4f4e\u5ef6\u8fdf\u5c42\u7684\u9700\u6c42\uff0c\u51b7\u5b58\u50a8\u5c31\u662f\u5269\u4f59\u7684\u6743\u5229\u4eba\u3002AI \u8bad\u7ec3\u548c\u63a8\u7406\u4ea7\u751f\u7684\u5927\u91cf\u6570\u636e\u5c3e\u6d41\u4ecd\u9700\u5ec9\u4ef7\u5b58\u653e\u3002\u6309\u6b64\u60c5\u5f62\u770b\uff0cSTX \u201c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u672a\u53d7\u91cd\u521b\u201d\uff0c\u5982\u679c\u8d85\u5927\u89c4\u6a21\u4e91\u5382\u5728\u6863\u6848\u5c42\u4f18\u5148\u8003\u8651\u6bcf TB \u6210\u672c\uff0cSTX \u8fd8\u6709\u4e0a\u884c\u6760\u6746\u3002\u5173\u6ce8\u5355\u4f4d\u7ec4\u5408\u5411\u66f4\u9ad8\u5bb9\u91cf\u76d8\u8fc1\u79fb\u4ee5\u53ca\u4efb\u4f55\u5173\u4e8e HAMR \u826f\u7387\u6539\u5584\u7684\u4f20\u95fb\u3002<\/p>\n

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

\u5438\u5f15\u6ce8\u610f\u7684\u539f\u56e0\uff1aGoogle \u8868\u793a TurboQuant \u901a\u8fc7\u7f29\u51cf\u5185\u5b58\u5360\u7528\u8ba9 H100 \u8dd1\u5f97\u66f4\u5feb\u3002\u5bf9\u5ba2\u6237\u800c\u8a00\u8fd9\u80fd\u663e\u8457\u964d\u4f4e\u6bcf token \u6210\u672c\uff0c\u4f46\u5bf9 Nvidia \u7684\u5355\u5143\u7d27\u8feb\u6027\u53d9\u4e8b\u5219\u66f4\u6a21\u7cca\u3002\u518d\u52a0\u4e0a Google \u6b63\u5728\u63a8\u52a8\u8d44\u52a9\u6570\u636e\u4e2d\u5fc3\u5408\u4f5c\u4f19\u4f34\u4ee5\u6269\u5c55 TPU\uff0c\u4f60\u5c31\u770b\u5230\u4e00\u4e2a\u5b9a\u4ef7\u6743\u4e89\u8bba\u7684\u96cf\u5f62\u3002\u4ea4\u6613\u7279\u5f81\uff1a\u5e02\u573a\u6700\u7231\u7684\u590d\u5408\u589e\u957f\u516c\u53f8\uff0c\u62e5\u6709\u7a33\u56fa\u7684\u8f6f\u4ef6\u62a4\u57ce\u6cb3\u3001\u5353\u8d8a\u7684\u7f51\u7edc\u5806\u6808\uff0c\u5e76\u4e14\u786e\u5b9e\u4f9d\u8d56\u4e00\u5c0f\u64ae\u5185\u5b58\u4f9b\u5e94\u5546\u7684 HBM\u3002\u8ba2\u5355\u5df2\u88ab\u9884\u8ba2\uff0c\u4f46\u968f\u7740\u5ba2\u6237\u5b66\u4f1a\u66f4\u201c\u538b\u69a8\u201d\u6bcf\u5757 GPU\uff0c\u5c40\u9762\u4f1a\u53d1\u751f\u53d8\u5316\u3002\u5173\u952e\u7ed3\u8bba\uff1a\u5982\u679c\u538b\u7f29\u6548\u679c\u6301\u4e45\uff0cNvidia \u9762\u4e34\u6096\u8bba\uff1a\u541e\u5410\u91cf\u7684\u63d0\u5347\u4f7f\u5df2\u5b89\u88c5\u57fa\u5ea7\u66f4\u503c\u94b1\u5e76\u53ef\u80fd\u5ef6\u957f\u66f4\u6362\u5468\u671f\uff0c\u4f46\u66f4\u4f4e\u7684\u5355\u5143\u6210\u672c\u53c8\u80fd\u6269\u5927 AI \u91c7\u7528\u548c\u603b\u4f53\u7b97\u529b\u9700\u6c42\u3002\u603b\u4f53\u6765\u770b\uff0cTAM \u53ef\u80fd\u4ecd\u4f1a\u589e\u957f\uff0c\u4f46\u4e89\u62a2\u6ea2\u4ef7\u53ef\u80fd\u88ab\u538b\u7f29\u3002\u5173\u6ce8 Blackwell \u7684\u91c7\u7528\u8282\u594f\u3001DGX \u7684\u7f51\u7edc\u9644\u52a0\u4ee5\u53ca\u5ba2\u6237\u662f\u5426\u5f00\u59cb\u901a\u8fc7\u4f18\u5316\u6d88\u9664\u4ee5\u524d\u901a\u8fc7\u66f4\u9ad8 BOM\uff08\u7269\u6599\u6e05\u5355\uff09\u6765\u89e3\u51b3\u7684\u5185\u5b58\u74f6\u9888\u3002<\/p>\n

5) Alphabet (GOOGL) \u2014 \u6027\u4ef7\u6bd4\u6210\u4e3a\u65b0\u7684\u62a4\u57ce\u6cb3<\/h3>\n

\u5438\u5f15\u6ce8\u610f\u7684\u539f\u56e0\uff1a\u4eca\u65e5\u7684\u53cd\u6d3e\u517c\u4e3b\u89d2\u3002TurboQuant \u627f\u8bfa\u5728\u6d4b\u8bd5\u7684\u672c\u5730 LLM \u4e0a\u5c06\u5185\u5b58\u9700\u6c42\u964d\u4f4e\u516d\u500d\uff0c\u5e76\u5728\u73b0\u6709 GPU \u4e0a\u5e26\u6765\u6027\u80fd\u6fc0\u589e\u3002Alphabet \u4e5f\u5728\u5229\u7528\u5176\u8d22\u529b\u53bb\u8d44\u52a9 TPU \u5e76\u8ba9\u5ba2\u6237\u9010\u6b65\u79bb\u5f00 Nvidia \u7684\u6536\u8d39\u9053\u8def\u3002\u8fd9\u662f\u4e00\u6b21\u76f4\u63a5\u5c1d\u8bd5\u53bb\u91cd\u5851\u5176\u4e91\u7aef\u7684 AI \u7ecf\u6d4e\u5b66\u3002\u4ea4\u6613\u7279\u5f81\uff1a\u5de8\u578b\u79d1\u6280\u516c\u53f8\uff0c\u5e7f\u544a\u3001YouTube \u548c Cloud \u5e26\u6765\u591a\u5143\u5316\u73b0\u91d1\u6d41\uff0c\u73b0\u5728\u628a\u8d44\u672c\u652f\u51fa\u5f15\u5411 AI \u57fa\u7840\u8bbe\u65bd\u548c\u81ea\u7814\u82af\u7247\u3002\u516c\u53f8\u7684 AI \u7b56\u7565\u662f\u964d\u4f4e\u5355\u4f4d\u6210\u672c\u5e76\u5c3d\u53ef\u80fd\u63a7\u5236\u5173\u952e\u5806\u6808\u5c42\u3002\u5173\u952e\u7ed3\u8bba\uff1a\u5982\u679c TurboQuant \u5728\u751f\u4ea7\u89c4\u6a21\u4e0a\u53ef\u884c\uff0cGOOGL \u80fd\u91cd\u7f6e AI \u5355\u4f4d\u7ecf\u6d4e\u5b66\u4ee5\u5229\u4e8e\u81ea\u8eab\u3001\u52a0\u6df1\u5bf9 TPU \u7684\u9501\u5b9a\u5e76\u964d\u4f4e\u4e91\u7aef COGS\u3002\u98ce\u9669\u5728\u4e8e\u6267\u884c\u548c\u751f\u6001\u7cfb\u7edf\u7684\u8ba4\u53ef\uff1b\u538b\u7f29\u6280\u672f\u7684\u4ef7\u503c\u53d6\u51b3\u4e8e\u5176\u5728\u590d\u6742\u3001\u771f\u5b9e\u4e16\u754c\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u7684\u7a33\u5065\u6027\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5728\u5185\u5b58\u77ed\u7f3a\u548c\u9ad8\u4ef7\u6291\u5236 AI \u7684\u4e16\u754c\u91cc\uff0c\u80fd\u6253\u7834\u8fd9\u4e00\u7ea6\u675f\u7684\u8f6f\u4ef6\u5c31\u662f\u7b56\u7565\u4e0a\u7684\u9ec4\u91d1\u3002<\/p>\n

\u6295\u8d44\u8005\u89c6\u89d2<\/h3>\n

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