{"id":11443,"date":"2025-11-28T07:35:51","date_gmt":"2025-11-27T23:35:51","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=11443"},"modified":"2025-11-28T07:35:56","modified_gmt":"2025-11-27T23:35:56","slug":"google-tpu-vs-nvidia-gpu","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/google-tpu-vs-nvidia-gpu","title":{"rendered":"Google TPU \u6703\u53d6\u4ee3 Nvidia GPU \u55ce\uff1f\u4e09\u5927\u7406\u7531\u8aaa\u660e\u5e02\u5834\u6050\u614c\u662f\u904e\u5ea6\u53cd\u61c9"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>\u5feb\u901f\u7d50\u8ad6<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Google TPU \u77ed\u671f\u5167\u4e0d\u6703\u53d6\u4ee3 Nvidia\u3002<\/strong> 2025 \u5e74 11 \u6708\uff0cMeta \u8207 Google \u6d3d\u8ac7\u63a1\u8cfc TPU \u7684\u6d88\u606f\u5f15\u767c\u5e02\u5834\u9707\u76ea\uff0cNvidia \u80a1\u50f9\u4e00\u5ea6\u4e0b\u8dcc 4%\u3001AMD \u8dcc\u5e45\u8d85\u904e 6%\u3002\u4f46\u6df1\u5165\u5206\u6790\u5f8c\uff0c\u4e09\u500b\u95dc\u9375\u56e0\u7d20\u8aaa\u660e\u9019\u662f\u5e02\u5834\u904e\u5ea6\u53cd\u61c9\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4ec0\u9ebc\u662f Google TPU\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>TPU\uff08Tensor Processing Unit\uff0c\u5f35\u91cf\u8655\u7406\u5668\uff09<\/strong> \u662f Google \u81ea\u4e3b\u7814\u767c\u7684 AI \u5c08\u7528\u6676\u7247\uff0c\u5c08\u70ba\u6df1\u5ea6\u5b78\u7fd2\u7684\u77e9\u9663\u904b\u7b97\u800c\u8a2d\u8a08\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8207<a href=\"https:\/\/ai-stack.ai\/zh-hant\/manage-gpu-effectively\"> Nvidia GPU<\/a> \u4e0d\u540c\uff0cTPU \u662f\u9ad8\u5ea6\u7279\u5316\u7684\u8655\u7406\u5668\u3002GPU \u50cf\u662f\u300c\u745e\u58eb\u8ecd\u5200\u300d\uff0c\u80fd\u8655\u7406\u5404\u7a2e\u904b\u7b97\u4efb\u52d9\uff1bTPU \u5247\u50cf\u300c\u624b\u8853\u5200\u300d\uff0c\u5c08\u6ce8\u65bc\u7279\u5b9a AI \u5de5\u4f5c\u8ca0\u8f09\uff0c\u8ffd\u6c42\u6975\u81f4\u6548\u7387\u3002\u9019\u7a2e\u5dee\u7570\u5728<a href=\"https:\/\/ai-stack.ai\/zh-hant\/asic-vs-gpu\"> ASIC vs GPU \u7684\u6bd4\u8f03<\/a>\u4e2d\u6709\u66f4\u8a73\u7d30\u7684\u8aaa\u660e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Google TPU Ironwood\uff08\u7b2c\u4e03\u4ee3\uff09\u898f\u683c<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u65bc 2025 \u5e74 4 \u6708\u767c\u8868\u7b2c\u4e03\u4ee3 TPU\u300cIronwood\u300d\uff0c\u4e3b\u8981\u898f\u683c\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u898f\u683c\u9805\u76ee<\/strong><\/td><td><strong>Ironwood (TPU v7)<\/strong><\/td><td><strong>\u5c0d\u6bd4<\/strong><a href=\"https:\/\/ai-stack.ai\/zh-hant\/blackwell-vs-mi300x\"><strong> <\/strong><strong>Nvidia Blackwell<\/strong><\/a><\/td><\/tr><tr><td>\u904b\u7b97\u6548\u80fd<\/td><td>4,614 TFLOPs (FP8)<\/td><td>4,500 TFLOPs (FP8)<\/td><\/tr><tr><td>HBM \u8a18\u61b6\u9ad4<\/td><td>192 GB<\/td><td>192 GB<\/td><\/tr><tr><td>\u8a18\u61b6\u9ad4\u983b\u5bec<\/td><td>7.4 TB\/s<\/td><td>8 TB\/s<\/td><\/tr><tr><td>\u55ae\u4e00 Pod \u6700\u5927\u6676\u7247\u6578<\/td><td>9,216 \u9846<\/td><td>&#8211;<\/td><\/tr><tr><td>\u80fd\u6e90\u6548\u7387<\/td><td>\u6bd4\u524d\u4ee3\u63d0\u5347 2 \u500d<\/td><td>&#8211;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Ironwood \u7684\u6548\u80fd\u6bd4\u524d\u4e00\u4ee3 Trillium \u63d0\u5347\u8d85\u904e 4 \u500d\uff0c\u6bd4 2022 \u5e74\u7684 TPU v4 \u63d0\u5347 16 \u500d\u4ee5\u4e0a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Meta \u8207 Google TPU \u7684\u50b3\u805e\u662f\u4ec0\u9ebc\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2025 \u5e74 11 \u6708 24 \u65e5\uff0c<a href=\"https:\/\/www.theinformation.com\/\" target=\"_blank\" rel=\"noopener\">The Information \u5831\u5c0e<\/a>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Meta \u6b63\u5728\u8207 Google \u6d3d\u8ac7\uff0c\u8a08\u5283\u65bc <strong>2027 \u5e74<\/strong>\u5728\u81ea\u5bb6\u8cc7\u6599\u4e2d\u5fc3\u90e8\u7f72 Google TPU<\/li>\n\n\n\n<li>Meta \u53ef\u80fd\u5728 <strong>2026 \u5e74<\/strong>\u5148\u900f\u904e<a href=\"https:\/\/cloud.google.com\/\" target=\"_blank\" rel=\"noopener\"> Google Cloud<\/a> \u79df\u7528 TPU \u7b97\u529b<\/li>\n\n\n\n<li>\u4ea4\u6613\u91d1\u984d\u53ef\u80fd\u9054<strong>\u6578\u5341\u5104\u7f8e\u5143<\/strong><\/li>\n\n\n\n<li>Google Cloud \u5167\u90e8\u9ad8\u5c64\u8a8d\u70ba\uff0c\u9019\u9805\u7b56\u7565\u53ef\u80fd\u5e6b\u52a9 Google \u7372\u53d6 Nvidia \u5e74\u71df\u6536\u7684 10%<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5247\u6d88\u606f\u5c0e\u81f4 Nvidia \u80a1\u50f9\u4e0b\u8dcc\u7d04 4%\uff0cAMD \u8dcc\u5e45\u8d85\u904e 6%\uff0c\u800c Google \u6bcd\u516c\u53f8 Alphabet \u80a1\u50f9\u5247\u4e0a\u6f32\u8d85\u904e 4%\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u70ba\u4ec0\u9ebc Google TPU \u77ed\u671f\u5167\u4e0d\u6703\u53d6\u4ee3 Nvidia\uff1f<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7406\u7531\u4e00\uff1a\u7af6\u722d\u5c0d\u624b\u4e4b\u9593\u96e3\u4ee5\u5efa\u7acb\u4f9b\u61c9\u93c8\u4fe1\u4efb<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u554f\u984c\uff1aGoogle \u8207 Meta \u662f\u76f4\u63a5\u7af6\u722d\u5c0d\u624b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google \u64c1\u6709<a href=\"https:\/\/ai-stack.ai\/zh-hant\/gemini3\"> Gemini<\/a>\uff0cMeta \u64c1\u6709 Llama\u3002\u5169\u5bb6\u516c\u53f8\u90fd\u5728\u722d\u596a AI \u9738\u4e3b\u5730\u4f4d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u662f Meta \u57f7\u884c\u9577\u7956\u514b\u67cf\uff0c\u4f60\u6562\u628a\u6700\u6838\u5fc3\u7684 AI \u6a21\u578b\u8a13\u7df4\u5b8c\u5168\u4ea4\u7d66\u7af6\u722d\u5c0d\u624b\u55ce\uff1f\u9019\u7b49\u65bc\u628a\u767c\u5c55\u547d\u8108\u4ea4\u5230\u5c0d\u65b9\u624b\u4e0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53cd\u904e\u4f86\u770b\uff0c\u5982\u679c Google \u5168\u529b\u652f\u63f4 Meta\uff0c\u7d50\u679c Meta \u8a13\u7df4\u51fa\u6bd4<a href=\"https:\/\/ai-stack.ai\/zh-hant\/google-gemini-5ways\"> Gemini<\/a> \u66f4\u5f37\u7684\u6a21\u578b\uff0c\u9019\u5c31\u662f\u6a19\u6e96\u7684\u300c\u990a\u864e\u70ba\u60a3\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Nvidia \u548c AMD \u7684\u89d2\u8272\u4e0d\u540c\u3002<\/strong> \u5b83\u5011\u50cf\u300c\u8ecd\u706b\u5546\u300d\uff0c\u53ea\u8ca0\u8cac\u63d0\u4f9b\u6b66\u5668\uff0c\u4e0d\u53c3\u8207\u5ba2\u6236\u4e4b\u9593\u7684\u6230\u722d\u3002Google \u4e0d\u53ea\u8ce3\u6b66\u5668\uff0c\u66f4\u662f\u64c2\u53f0\u4e0a\u6e96\u5099\u6436\u51a0\u8ecd\u7684\u9078\u624b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7a2e\u7af6\u722d\u95dc\u4fc2\u9650\u5236\u4e86 Google TPU \u5168\u9762\u53d6\u4ee3 Nvidia GPU \u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7406\u7531\u4e8c\uff1aAI \u6676\u7247\u5e02\u5834\u4e0d\u662f\u96f6\u548c\u904a\u6232<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e02\u5834\u6b63\u5728\u5feb\u901f\u81a8\u8139\uff0c\u8db3\u4ee5\u5bb9\u7d0d\u591a\u500b\u8d0f\u5bb6\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u898b\u7684\u8aa4\u89e3\u662f\uff1aMeta \u5411 Google \u63a1\u8cfc\uff0c\u5c31\u6703\u505c\u6b62\u5411 Nvidia \u63a1\u8cfc\u3002\u4f46\u73fe\u5be6\u662f\uff0c\u9019\u584a\u9905\u6b63\u5728\u4ee5\u9a5a\u4eba\u901f\u5ea6\u64f4\u5927\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Meta \u7684\u8cc7\u672c\u652f\u51fa\u6301\u7e8c\u66b4\u589e<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2024 \u5e74\u521d\u9810\u4f30\uff1a\u7d04 600 \u5104\u7f8e\u5143<\/li>\n\n\n\n<li>\u7b2c\u4e09\u5b63\u4e0a\u4fee\u81f3\uff1a700-720 \u5104\u7f8e\u5143<\/li>\n\n\n\n<li>2025 \u5e74\u8a08\u5283\u6295\u8cc7\uff1a\u9ad8\u9054 720 \u5104\u7f8e\u5143\u7528\u65bc<a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-data-center\"> AI \u57fa\u790e\u8a2d\u65bd<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8d85\u904e 100 \u5104\u7f8e\u5143\u7684\u589e\u5e45\u8aaa\u660e\uff1aMeta \u7684\u7b97\u529b\u9700\u6c42\u5927\u5230\u55ae\u4e00\u4f9b\u61c9\u5546\u96e3\u4ee5\u6eff\u8db3\u3002\u540c\u6642\u5411 Google \u548c Nvidia \u63a1\u8cfc\uff0c\u662f\u78ba\u4fdd\u4f9b\u61c9\u93c8\u5b89\u5168\u7684\u5fc5\u8981\u4e4b\u8209\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>GPU \u8207 TPU \u626e\u6f14\u4e0d\u540c\u89d2\u8272<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u985e\u578b<\/strong><\/td><td><strong>\u7279\u6027<\/strong><\/td><td><strong>\u9069\u7528\u5834\u666f<\/strong><\/td><\/tr><tr><td>Nvidia GPU<\/td><td>\u901a\u7528\u578b\u3001\u9ad8\u5f48\u6027<\/td><td>\u5404\u7a2e AI \u4efb\u52d9\u3001\u6a21\u578b\u958b\u767c\u3001\u7814\u7a76<\/td><\/tr><tr><td>Google TPU<\/td><td>\u7279\u5316\u578b\u3001\u9ad8\u6548\u7387<\/td><td>\u5927\u898f\u6a21\u63a8\u8ad6\u3001\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u6df1\u5165\u4e86\u89e3\u5169\u8005\u7684\u6280\u8853\u5dee\u7570\uff0c\u53ef\u4ee5\u53c3\u8003\u6211\u5011\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/asic-vs-gpu\"> ASIC vs GPU \u5b8c\u6574\u6bd4\u8f03<\/a>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9802\u5c16\u79d1\u6280\u516c\u53f8\u9700\u8981\u7684\u662f\u591a\u5143\u5316\u7684\u5de5\u5177\u7bb1\uff0c\u800c\u975e\u55ae\u4e00\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u80a1\u50f9\u6578\u64da\u4f50\u8b49<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">2024 \u5e74\u81f3\u4eca\u7684\u80a1\u50f9\u8868\u73fe\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nvidia\uff1a\u4e0a\u6f32 132%<\/li>\n\n\n\n<li>AMD\uff1a\u4e0a\u6f32 70%<\/li>\n\n\n\n<li>Broadcom\uff1a\u4e0a\u6f32 66%<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5118\u7ba1\u5ba2\u88fd\u5316\u6676\u7247\uff08ASIC\uff09\u8a02\u55ae\u5c62\u5275\u65b0\u9ad8\uff0cNvidia \u548c AMD \u7684\u696d\u7e3e\u4ecd\u6301\u7e8c\u6210\u9577\u3002\u5e02\u5834\u8db3\u5920\u5927\uff0c\u8db3\u4ee5\u5bb9\u7d0d\u591a\u500b\u8d0f\u5bb6\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7406\u7531\u4e09\uff1a\u300cNvidia \u5a01\u8105\u8ad6\u300d\u662f\u91cd\u8907\u4e0a\u6f14\u7684\u5287\u672c<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e02\u5834\u5c0d\u9019\u985e\u6d88\u606f\u7e3d\u662f\u53cd\u61c9\u904e\u5ea6\uff0c\u4f46\u6bcf\u6b21 Nvidia \u90fd\u5b89\u7136\u5ea6\u904e\u3002<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2025 \u5e74\u7684\u300cNvidia \u5371\u6a5f\u300d\u56de\u9867<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6642\u9593<\/strong><\/td><td><strong>\u4e8b\u4ef6<\/strong><\/td><td><strong>\u7d50\u679c<\/strong><\/td><\/tr><tr><td>\u5e74\u521d<\/td><td>DeepSeek \u5ba3\u7a31\u7528\u4fbf\u5b9c\u6676\u7247\u8a13\u7df4\u51fa\u5ab2\u7f8e<a href=\"https:\/\/ai-stack.ai\/zh-hant\/chatgpt-model\"> ChatGPT<\/a> \u7684\u6a21\u578b<\/td><td>Nvidia \u80a1\u50f9\u77ed\u66ab\u4e0b\u8dcc\u5f8c\u56de\u5347<\/td><\/tr><tr><td>\u5e74\u4e2d<\/td><td><a href=\"https:\/\/ai-stack.ai\/zh-hant\/china-us-ai-policy\">\u7f8e\u4e2d\u8cbf\u6613\u6230<\/a>\u5347\u7d1a\uff0cNvidia \u9762\u81e8 55 \u5104\u7f8e\u5143\u6f5b\u5728\u640d\u5931<\/td><td>\u80a1\u50f9\u627f\u58d3\u5f8c\u53cd\u5f48<\/td><\/tr><tr><td>\u8fd1\u671f<\/td><td>Broadcom \u5ba2\u88fd\u5316\u6676\u7247\u696d\u52d9\u5f37\u52c1<\/td><td>\u300cNvidia \u88ab\u53d6\u4ee3\u300d\u50b3\u805e\u518d\u8d77<\/td><\/tr><tr><td>11 \u6708<\/td><td>Meta \u6d3d\u8ac7\u63a1\u8cfc Google TPU<\/td><td>\u80a1\u50f9\u4e0b\u8dcc 4%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u6b21\u6050\u614c\u904e\u5f8c\uff0cNvidia \u7684\u5730\u4f4d\u4e0d\u50c5\u6c92\u6709\u52d5\u6416\uff0c\u5e02\u503c\u9084\u6210\u529f\u7a81\u7834 3.6 \u5146\u7f8e\u5143\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Nvidia \u5982\u4f55\u56de\u61c9\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2025 \u5e74 11 \u6708 25 \u65e5\uff0c<a href=\"https:\/\/x.com\/nvidia\">Nvidia \u767c\u8868\u8072\u660e<\/a>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u6211\u5011\u70ba Google \u7684\u6210\u529f\u611f\u5230\u9ad8\u8208\u2014\u2014\u4ed6\u5011\u5728 AI \u65b9\u9762\u53d6\u5f97\u4e86\u91cd\u5927\u9032\u5c55\uff0c\u6211\u5011\u7e7c\u7e8c\u5411 Google \u4f9b\u8ca8\u3002<strong>NVIDIA \u9818\u5148\u696d\u754c\u4e00\u500b\u4e16\u4ee3<\/strong>\u2014\u2014\u5b83\u662f\u552f\u4e00\u80fd\u904b\u884c\u6240\u6709 AI \u6a21\u578b\u4e26\u5728\u4efb\u4f55\u904b\u7b97\u74b0\u5883\u4e2d\u904b\u4f5c\u7684\u5e73\u53f0\u3002\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nvidia \u57f7\u884c\u9577\u9ec3\u4ec1\u52f3\u5728\u8ca1\u5831\u96fb\u8a71\u6703\u8b70\u4e2d\u4e5f\u5f37\u8abf\uff0cGoogle \u4ecd\u662f Nvidia \u7684\u5ba2\u6236\uff0cGemini \u6a21\u578b\u4e5f\u80fd\u5728 Nvidia \u6280\u8853\u4e0a\u904b\u884c\u3002\u9ec3\u4ec1\u52f3\u5728\u4eca\u5e74<a href=\"https:\/\/ai-stack.ai\/zh-hant\/jensen-huang-computex\"> Computex \u6f14\u8b1b<\/a>\u4e2d\u4e5f\u591a\u6b21\u63d0\u5230 AI \u7b97\u529b\u9700\u6c42\u7684\u7206\u767c\u6027\u6210\u9577\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5176\u4ed6\u516c\u53f8\u600e\u9ebc\u9078\u64c7\uff1fAnthropic \u7684\u6848\u4f8b<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e26\u975e\u6240\u6709 AI \u516c\u53f8\u90fd\u5728\u9060\u96e2 Google TPU\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2025 \u5e74 10 \u6708\uff0cAnthropic \u5ba3\u5e03\u8207 Google Cloud \u9054\u6210\u91cd\u5927\u64f4\u5c55\u5354\u8b70\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c07\u4f7f\u7528\u591a\u9054 <strong>100 \u842c\u9846 TPU<\/strong> \u8a13\u7df4\u548c\u90e8\u7f72 Claude \u6a21\u578b<\/li>\n\n\n\n<li>\u4ea4\u6613\u50f9\u503c\u9054<strong>\u6578\u767e\u5104\u7f8e\u5143<\/strong><\/li>\n\n\n\n<li>2026 \u5e74\u5c07\u7372\u5f97\u8d85\u904e <strong>1 GW<\/strong> \u7684\u904b\u7b97\u5bb9\u91cf<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic \u8ca1\u52d9\u9577 Krishna Rao \u8868\u793a\uff0c\u9078\u64c7 TPU \u662f\u56e0\u70ba\u300c\u6027\u50f9\u6bd4\u548c\u6548\u7387\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cAnthropic \u63a1\u7528\u591a\u5143\u5316\u7b56\u7565\uff0c\u540c\u6642\u4f7f\u7528 Google TPU\u3001Amazon Trainium \u548c Nvidia GPU \u4e09\u7a2e\u6676\u7247\u5e73\u53f0\u3002\u9019\u5370\u8b49\u4e86\u300c\u591a\u5143\u63a1\u8cfc\u300d\u800c\u975e\u300c\u4f9b\u61c9\u5546\u66ff\u63db\u300d\u7684\u8da8\u52e2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u4e86\u89e3\u66f4\u591a\u95dc\u65bc AI \u6a21\u578b\u7684\u6bd4\u8f03\uff0c\u53ef\u4ee5\u53c3\u8003\u6211\u5011\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/claude3-7sonnet-vs-chatgpt4-5\"> Claude 3.7 Sonnet vs ChatGPT 4.5 \u6bd4\u8f03<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Google TPU vs Nvidia GPU\uff1a\u6280\u8853\u6bd4\u8f03<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6548\u80fd\u8207\u6210\u672c<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6bd4\u8f03\u9805\u76ee<\/strong><\/td><td><strong>Google TPU<\/strong><\/td><td><strong>Nvidia GPU<\/strong><\/td><\/tr><tr><td>\u6bcf\u7f8e\u5143\u6548\u80fd<\/td><td>\u7279\u5b9a\u61c9\u7528\u53ef\u9054 1.4 \u500d\u512a\u52e2<\/td><td>\u901a\u7528\u4efb\u52d9\u8868\u73fe\u7a69\u5b9a<\/td><\/tr><tr><td>\u80fd\u6e90\u6548\u7387<\/td><td>TPU v6 \u6bd4 GPU \u9ad8 60-65%<\/td><td>\u529f\u8017\u8f03\u9ad8\u4f46\u6548\u80fd\u5f37\u5927<\/td><\/tr><tr><td>\u63a8\u8ad6\u901f\u5ea6<\/td><td>\u91dd\u5c0d\u7279\u5b9a\u6a21\u578b\u512a\u5316<\/td><td>\u5f48\u6027\u9ad8\u3001\u9069\u7528\u7bc4\u570d\u5ee3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u751f\u614b\u7cfb\u7d71\u8207\u53ef\u7528\u6027<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6bd4\u8f03\u9805\u76ee<\/strong><\/td><td><strong>Google TPU<\/strong><\/td><td><strong>Nvidia GPU<\/strong><\/td><\/tr><tr><td>\u5e73\u53f0\u53ef\u7528\u6027<\/td><td>\u50c5\u9650 Google Cloud<\/td><td>AWS\u3001Azure\u3001GCP \u7b49\u5168\u5e73\u53f0<\/td><\/tr><tr><td>\u958b\u767c\u6846\u67b6<\/td><td>TensorFlow\u3001JAX<\/td><td>PyTorch\u3001TensorFlow\u3001\u5168\u6846\u67b6<\/td><\/tr><tr><td>\u8edf\u9ad4\u751f\u614b<\/td><td>XLA \u7de8\u8b6f\u5668<\/td><td>CUDA\uff08\u696d\u754c\u6a19\u6e96\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u9700\u8981\u9ad8\u6548\u7ba1\u7406 GPU \u8cc7\u6e90\u7684\u4f01\u696d\uff0c\u53ef\u4ee5\u53c3\u8003\u6211\u5011\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/manage-gpu-effectively\"> GPU \u6709\u6548\u7ba1\u7406\u6307\u5357<\/a>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d50\u8ad6\uff1a<\/strong> GPU \u5728\u5f48\u6027\u3001\u751f\u614b\u7cfb\u7d71\u548c\u901a\u7528\u6027\u4e0a\u52dd\u51fa\uff1bTPU \u5728\u898f\u6a21\u7d93\u6fdf\u3001\u80fd\u6e90\u6548\u7387\u548c\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09\u4e0a\u5360\u512a\u52e2\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u9577\u671f\u8da8\u52e2\uff1a\u771f\u6b63\u7684\u5a01\u8105\u662f\u4ec0\u9ebc\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6b21\u4e8b\u4ef6\u63ed\u793a\u4e86\u4e00\u500b\u91cd\u8981\u8da8\u52e2\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Nvidia \u6700\u5927\u7684\u7af6\u722d\u5c0d\u624b\u4e0d\u662f\u5176\u4ed6\u6676\u7247\u516c\u53f8\uff0c\u800c\u662f\u5b83\u6700\u5927\u7684\u5ba2\u6236\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u3001Meta\u3001Amazon\u3001Microsoft \u7b49\u79d1\u6280\u5de8\u982d\u90fd\u5728\u7a4d\u6975\u6295\u5165\u81ea\u7814\u6676\u7247\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u516c\u53f8<\/strong><\/td><td><strong>\u81ea\u7814\u6676\u7247<\/strong><\/td><td><strong>\u72c0\u614b<\/strong><\/td><\/tr><tr><td>Google<\/td><td>TPU\uff08\u5df2\u5230\u7b2c\u4e03\u4ee3\uff09<\/td><td>\u5546\u696d\u5316\u904b\u71df\u4e2d<\/td><\/tr><tr><td>Amazon<\/td><td>Trainium\u3001Inferentia<\/td><td>\u5df2\u90e8\u7f72\u65bc AWS<\/td><\/tr><tr><td>Meta<\/td><td>MTIA<\/td><td>\u6301\u7e8c\u958b\u767c\u4e2d<\/td><\/tr><tr><td>Microsoft<\/td><td>Maia<\/td><td>2024 \u5e74\u767c\u8868<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u79d1\u6280\u5de8\u982d\u64c1\u6709\u9f90\u5927\u7684\u7b97\u529b\u9700\u6c42\u548c\u5145\u8db3\u7684\u7814\u767c\u8cc7\u6e90\u3002\u9577\u671f\u800c\u8a00\uff0c\u81ea\u7814\u6676\u7247\u53ef\u80fd\u9010\u6b65\u4fb5\u8755 Nvidia \u7684\u5e02\u5834\u4efd\u984d\u3002\u9019\u4e5f\u662f\u70ba\u4ec0\u9ebc\u4e86\u89e3<a href=\"https:\/\/ai-stack.ai\/zh-hant\/cloud-or-on-premises\">\u96f2\u7aef\u8207\u672c\u5730\u90e8\u7f72\u7684\u5dee\u7570<\/a>\u5c0d\u4f01\u696d AI \u7b56\u7565\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u9019\u662f\u6f38\u9032\u5f0f\u7684\u8b8a\u5316\uff0c\u4e0d\u662f\u4e00\u591c\u4e4b\u9593\u7684\u985b\u8986\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI \u8cc7\u6599\u4e2d\u5fc3\u8207\u80fd\u6e90\u9700\u6c42<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Google TPU \u548c Nvidia GPU \u7684\u5927\u898f\u6a21\u90e8\u7f72\u90fd\u9700\u8981\u9f90\u5927\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-data-center\"> AI \u8cc7\u6599\u4e2d\u5fc3<\/a>\u652f\u63f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic \u7684 100 \u842c\u9846 TPU \u5354\u8b70\u5c07\u5e36\u4f86\u8d85\u904e 1 GW \u7684\u904b\u7b97\u5bb9\u91cf\u2014\u2014\u9019\u76f8\u7576\u65bc\u4e00\u5ea7\u5927\u578b\u6838\u96fb\u5ee0\u7684\u8f38\u51fa\u3002<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-energy-2025\">AI \u80fd\u6e90\u9700\u6c42<\/a>\u5df2\u6210\u70ba\u7522\u696d\u767c\u5c55\u7684\u95dc\u9375\u8b70\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da<a href=\"https:\/\/ai-stack.ai\/zh-hant\/mit-ai-report\"> MIT AI \u5831\u544a<\/a>\uff0cAI \u57fa\u790e\u8a2d\u65bd\u7684\u80fd\u6e90\u6d88\u8017\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u6301\u7e8c\u6500\u5347\uff0c\u9019\u4e5f\u662f\u5404\u5927\u79d1\u6280\u516c\u53f8\u7a4d\u6975\u6295\u5165\u66f4\u9ad8\u6548\u80fd\u6676\u7247\u7814\u767c\u7684\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7e3d\u7d50\uff1a\u6295\u8cc7\u4eba\u8a72\u5982\u4f55\u770b\u5f85\uff1f<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u77ed\u671f\u89c0\u9ede<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google TPU \u4e0d\u6703\u5728 2025-2026 \u5e74\u300c\u4e00\u934b\u7aef\u6389\u300dNvidia<\/li>\n\n\n\n<li>\u5e02\u5834\u6050\u614c\u5f88\u53ef\u80fd\u662f\u904e\u5ea6\u53cd\u61c9<\/li>\n\n\n\n<li>AMD \u9762\u81e8\u7684\u98a8\u96aa\u53ef\u80fd\u6bd4 Nvidia \u66f4\u9ad8\uff0c\u56e0\u70ba\u5b83\u8655\u65bc\u300c\u7b2c\u4e8c\u540d\u300d\u7684\u5c37\u5c2c\u4f4d\u7f6e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9577\u671f\u89c0\u9ede<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u79d1\u6280\u5de8\u982d\u81ea\u7814\u6676\u7247\u662f\u4e0d\u53ef\u9006\u7684\u8da8\u52e2<\/li>\n\n\n\n<li>AI \u6676\u7247\u5e02\u5834\u5c07\u8d70\u5411\u591a\u5143\u5316\uff0c\u800c\u975e\u55ae\u4e00\u58df\u65b7<\/li>\n\n\n\n<li>Nvidia \u9700\u8981\u6301\u7e8c\u5275\u65b0\u4ee5\u7dad\u6301\u6280\u8853\u9818\u5148<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u95dc\u9375\u6578\u64da\u8ffd\u8e64<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6307\u6a19<\/strong><\/td><td><strong>\u610f\u7fa9<\/strong><\/td><\/tr><tr><td>Meta 2027 \u5e74 TPU \u90e8\u7f72\u9032\u5ea6<\/td><td>\u89c0\u5bdf\u79d1\u6280\u5de8\u982d\u81ea\u7814\u6676\u7247\u63a1\u7528\u901f\u5ea6<\/td><\/tr><tr><td>Nvidia \u8cc7\u6599\u4e2d\u5fc3\u71df\u6536\u6210\u9577\u7387<\/td><td>\u8861\u91cf\u5e02\u5834\u4efd\u984d\u8b8a\u5316<\/td><\/tr><tr><td>Google Cloud \u5e02\u4f54\u7387<\/td><td>TPU \u5546\u696d\u5316\u6210\u6548\u6307\u6a19<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5e38\u898b\u554f\u984c FAQ<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Google TPU \u662f\u4ec0\u9ebc\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TPU\uff08Tensor Processing Unit\uff09\u662f Google \u81ea\u4e3b\u7814\u767c\u7684 AI \u5c08\u7528\u6676\u7247\uff0c\u5c08\u70ba\u6a5f\u5668\u5b78\u7fd2\u7684\u77e9\u9663\u904b\u7b97\u8a2d\u8a08\u3002\u76ee\u524d\u5df2\u767c\u5c55\u5230\u7b2c\u4e03\u4ee3 Ironwood\uff0c\u6bcf\u9846\u6676\u7247\u64c1\u6709 192GB HBM \u8a18\u61b6\u9ad4\u548c 4,614 TFLOPs \u904b\u7b97\u80fd\u529b\u3002\u5b83\u8207\u50b3\u7d71 GPU \u7684\u5dee\u7570\u53ef\u53c3\u8003<a href=\"https:\/\/ai-stack.ai\/zh-hant\/asic-vs-gpu\"> ASIC vs GPU \u6bd4\u8f03<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Meta \u771f\u7684\u8981\u653e\u68c4 Nvidia \u6539\u7528 Google TPU \u55ce\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u662f\u5b8c\u5168\u653e\u68c4\u3002\u6839\u64da\u5831\u5c0e\uff0cMeta \u8a08\u5283\u5728 2027 \u5e74\u958b\u59cb\u5728\u8cc7\u6599\u4e2d\u5fc3\u90e8\u7f72 Google TPU\uff0c\u4f46\u9019\u662f\u300c\u591a\u5143\u63a1\u8cfc\u300d\u7b56\u7565\uff0c\u800c\u975e\u5b8c\u5168\u66ff\u63db Nvidia\u3002Meta 2025 \u5e74\u7684\u8cc7\u672c\u652f\u51fa\u9ad8\u9054 720 \u5104\u7f8e\u5143\uff0c\u9700\u6c42\u5927\u5230\u55ae\u4e00\u4f9b\u61c9\u5546\u96e3\u4ee5\u6eff\u8db3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Google TPU \u548c Nvidia GPU \u54ea\u500b\u6bd4\u8f03\u597d\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d6\u6c7a\u65bc\u4f7f\u7528\u5834\u666f\u3002TPU \u5728\u7279\u5b9a AI \u5de5\u4f5c\u8ca0\u8f09\u4e0a\u66f4\u5177\u6210\u672c\u6548\u76ca\u548c\u80fd\u6e90\u6548\u7387\uff1bGPU \u5247\u66f4\u901a\u7528\u3001\u5f48\u6027\u66f4\u9ad8\uff0c\u4e14\u64c1\u6709\u66f4\u6210\u719f\u7684\u8edf\u9ad4\u751f\u614b\u7cfb\u7d71\uff08CUDA\uff09\u3002\u5927\u591a\u6578\u4f01\u696d\u6703\u540c\u6642\u4f7f\u7528\u5169\u8005\uff0c\u5c31\u50cf<a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-mlops\"> MLOps \u6700\u4f73\u5be6\u8e10<\/a>\u4e2d\u5efa\u8b70\u7684\u591a\u5143\u5316\u57fa\u790e\u8a2d\u65bd\u7b56\u7565\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nvidia \u7684\u9738\u4e3b\u5730\u4f4d\u6703\u88ab\u52d5\u6416\u55ce\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u77ed\u671f\u5167\u4e0d\u6703\u3002Nvidia \u5728 AI \u6676\u7247\u5e02\u5834\u4ecd\u5360\u64da\u4e3b\u5c0e\u5730\u4f4d\uff0c\u64c1\u6709\u6700\u5b8c\u6574\u7684\u8edf\u9ad4\u751f\u614b\u7cfb\u7d71\u548c\u6700\u5ee3\u6cdb\u7684\u5e73\u53f0\u652f\u63f4\u3002\u4f46\u9577\u671f\u800c\u8a00\uff0c\u79d1\u6280\u5de8\u982d\u81ea\u7814\u6676\u7247\u7684\u8da8\u52e2\u503c\u5f97\u95dc\u6ce8\u3002\u53ef\u4ee5\u6301\u7e8c\u8ffd\u8e64<a href=\"https:\/\/ai-stack.ai\/zh-hant\/nvidia-h20\"> Nvidia H20<\/a> \u7b49\u65b0\u7522\u54c1\u7684\u5e02\u5834\u8868\u73fe\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u70ba\u4ec0\u9ebc Anthropic \u9078\u64c7\u4f7f\u7528 100 \u842c\u9846 Google TPU\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic \u8868\u793a\u9078\u64c7 TPU \u662f\u56e0\u70ba\u300c\u6027\u50f9\u6bd4\u548c\u6548\u7387\u300d\uff0c\u4ee5\u53ca\u904e\u53bb\u5e7e\u5e74\u4f7f\u7528 TPU \u8a13\u7df4\u6a21\u578b\u7684\u7d93\u9a57\u3002\u4f46 Anthropic \u540c\u6642\u4e5f\u4f7f\u7528 Amazon Trainium \u548c Nvidia GPU\uff0c\u63a1\u53d6\u591a\u5143\u5316\u6676\u7247\u7b56\u7565\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9019\u5c0d\u53f0\u7063\u4f9b\u61c9\u93c8\u6709\u4ec0\u9ebc\u5f71\u97ff\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google TPU \u7684\u64f4\u5f35\u5c0d\u53f0\u7063\u4f9b\u61c9\u93c8\u662f\u5229\u591a\u3002\u6839\u64da\u5831\u5c0e\uff0cTSMC \u65d7\u4e0b\u7684\u5275\u610f\u96fb\u5b50\uff08GUC\uff09\u8207 Google \u5408\u4f5c N3 \u548c N5 \u88fd\u7a0b\u7bc0\u9ede\u7684\u8a2d\u8a08\u670d\u52d9\uff0cTPU v7 \u51fa\u8ca8\u91cf\u6301\u7e8c\u6500\u5347\u3002PCB\u3001\u6563\u71b1\u6a21\u7d44\u3001\u6e2c\u8a66\u8a2d\u5099\u7b49\u76f8\u95dc\u4f9b\u61c9\u5546\u90fd\u5c07\u53d7\u60e0\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5ef6\u4f38\u95b1\u8b80<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/asic-vs-gpu\">ASIC vs GPU\uff1aAI \u6676\u7247\u6280\u8853\u5b8c\u6574\u6bd4\u8f03<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-data-center\">\u4ec0\u9ebc\u662f AI \u8cc7\u6599\u4e2d\u5fc3\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/blackwell-vs-mi300x\">Nvidia Blackwell vs AMD MI300X \u6548\u80fd\u6bd4\u8f03<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/manage-gpu-effectively\">\u5982\u4f55\u6709\u6548\u7ba1\u7406 GPU \u8cc7\u6e90<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/cloud-or-on-premises\">\u96f2\u7aef vs \u672c\u5730\u90e8\u7f72\uff1a\u4f01\u696d\u8a72\u5982\u4f55\u9078\u64c7\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-energy-2025\">2025 \u5e74 AI \u80fd\u6e90\u9700\u6c42\u5206\u6790<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/china-us-ai-policy\">\u7f8e\u4e2d AI \u653f\u7b56\u5c0d\u7522\u696d\u7684\u5f71\u97ff<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u672c\u6587\u6700\u5f8c\u66f4\u65b0\uff1a2025 \u5e74 11 \u6708<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u8cc7\u6599\u4f86\u6e90\uff1a<\/em><a href=\"https:\/\/www.theinformation.com\/\" target=\"_blank\" rel=\"noopener\"><em>The Information<\/em><\/a><em>\u3001<\/em><a href=\"https:\/\/www.cnbc.com\/\" target=\"_blank\" rel=\"noopener\"><em>CNBC<\/em><\/a><em>\u3001<\/em><a href=\"https:\/\/cloud.google.com\/\" target=\"_blank\" rel=\"noopener\"><em>Google Cloud<\/em><\/a><em>\u3001<\/em><a href=\"https:\/\/www.anthropic.com\/\" target=\"_blank\" rel=\"noopener\"><em>Anthropic \u5b98\u65b9\u516c\u544a<\/em><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5feb\u901f\u7d50\u8ad6 Google TPU \u77ed\u671f\u5167\u4e0d\u6703\u53d6\u4ee3 Nvidia\u3002 2025 \u5e74 11 \u6708\uff0cMeta \u8207 Google \u6d3d\u8ac7\u63a1\u8cfc TPU \u7684\u6d88\u606f\u5f15\u767c\u5e02\u5834\u9707\u76ea\uff0cNvidia \u80a1\u50f9\u4e00\u5ea6\u4e0b\u8dcc 4%\u3001AMD \u8dcc\u5e45\u8d85&#8230;<\/p>\n","protected":false},"author":253372376,"featured_media":11444,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987580,96987573],"tags":[96988241],"class_list":["post-11443","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","category-featured-articles","tag-google-tpu"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/11\/%E6%A8%A1%E5%9E%8BA-38.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-2Yz","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372376"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=11443"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11443\/revisions"}],"predecessor-version":[{"id":11447,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11443\/revisions\/11447"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/11444"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=11443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=11443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=11443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}