{"id":3452,"date":"2026-10-29T11:07:03","date_gmt":"2026-10-29T03:07:03","guid":{"rendered":"https:\/\/www.gxcom.net\/"},"modified":"2026-10-29T11:07:03","modified_gmt":"2026-10-29T03:07:03","slug":"amd-gpu-%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%83%a8%e7%bd%b2%e6%a3%80%e6%9f%a5%e6%b8%85%e5%8d%95","status":"publish","type":"post","link":"https:\/\/www.gxcom.net\/zh\/amd-gpu-%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%83%a8%e7%bd%b2%e6%a3%80%e6%9f%a5%e6%b8%85%e5%8d%95\/","title":{"rendered":"AMD GPU \u670d\u52a1\u5668\u90e8\u7f72\u68c0\u67e5\u6e05\u5355\uff1aROCm \u7248\u672c\u3001\u5bb9\u5668\u53ca\u6846\u67b6\u652f\u6301"},"content":{"rendered":"<p>AMD GPU \u670d\u52a1\u5668\u90e8\u7f72\u68c0\u67e5\u6e05\u5355\u53ef\u5e2e\u52a9 AI \u56e2\u961f\u5728\u542f\u52a8\u8bad\u7ec3\u6216\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u4e4b\u524d\uff0c\u907f\u514d\u4ee3\u4ef7\u9ad8\u6602\u7684\u517c\u5bb9\u6027\u95ee\u9898\u3002\u4ec5\u5b89\u88c5 ROCm \u8fd8\u4e0d\u591f\uff1a\u52a0\u901f\u5668\u3001\u64cd\u4f5c\u7cfb\u7edf\u3001\u5185\u6838\u3001\u5bb9\u5668\u8fd0\u884c\u65f6\u548c\u673a\u5668\u5b66\u4e60\u6846\u67b6\u5fc5\u987b\u534f\u540c\u5de5\u4f5c\u3002.<\/p>\n<p>\u5373\u4f7f\u4e00\u53f0\u670d\u52a1\u5668\u7684\u914d\u7f6e\u975e\u5e38\u51fa\u8272\uff0c\u4e5f\u53ef\u80fd\u56e0\u8f6f\u4ef6\u7248\u672c\u4e0d\u517c\u5bb9\u6216\u7f3a\u5c11 GPU \u5185\u6838\u800c\u65e0\u6cd5\u8fd0\u884c\u6240\u9700\u7684\u6a21\u578b\u3002\u672c\u6307\u5357\u4e3a AMD GPU \u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u90e8\u7f72\u6d41\u7a0b\u3001\u6545\u969c\u6392\u9664\u68c0\u67e5\u4ee5\u53ca\u6258\u7ba1\u6ce8\u610f\u4e8b\u9879\u3002.<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-3453\" src=\"https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/amd-gpu-server-deployment-checklist.jpg\" alt=\"AMD GPU \u670d\u52a1\u5668\u90e8\u7f72\u68c0\u67e5\u6e05\u5355\uff1a\u9002\u7528\u4e8e ROCm \u7248\u672c\u3001Docker \u5bb9\u5668\u3001PyTorch \u53ca vLLM \u4e0e\u6846\u67b6\u7684\u517c\u5bb9\u6027\" width=\"1000\" height=\"563\" srcset=\"https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/amd-gpu-server-deployment-checklist.jpg 1000w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/amd-gpu-server-deployment-checklist-300x169.jpg 300w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/amd-gpu-server-deployment-checklist-768x432.jpg 768w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/amd-gpu-server-deployment-checklist-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<h2>1. \u786e\u5b9a AMD GPU \u7684\u786e\u5207\u578b\u53f7<\/h2>\n<p>\u9996\u5148\u8bb0\u5f55\u52a0\u901f\u5668\u578b\u53f7\u3001\u53ef\u7528\u5185\u5b58\u3001\u670d\u52a1\u5668\u67b6\u6784\u4ee5\u53ca\u9884\u671f\u5de5\u4f5c\u8d1f\u8f7d\u3002AMD Instinct \u52a0\u901f\u5668\u4e0e\u6d88\u8d39\u7ea7 Radeon \u4ea7\u54c1\u5bf9 ROCm \u7684\u652f\u6301\u7a0b\u5ea6\u672a\u5fc5\u5b8c\u5168\u4e00\u81f4\u3002.<\/p>\n<p>\u8bf7\u786e\u8ba4\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u662f\u5426\u9700\u8981\u7279\u5b9a\u7684\u77e9\u9635\u8fd0\u7b97\u3001\u91cf\u5316\u65b9\u6cd5\u6216\u591aGPU\u901a\u4fe1\u529f\u80fd\u3002\u4ec5\u51ed\u786c\u4ef6\u80fd\u529b\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u6846\u67b6\u7684\u652f\u6301\u3002.<\/p>\n<p>\u5173\u4e8e\u6a21\u578b\u9009\u62e9\u548c\u5185\u5b58\u89c4\u5212\uff0c\u8bf7\u53c2\u9605\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/amd-gpu-%e6%9c%8d%e5%8a%a1%e5%99%a8-llm-%e6%8e%a8%e7%90%86\/\"><strong>AMD GPU \u670d\u52a1\u5668\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63a8\u7406\u6307\u5357<\/strong><\/a>.<\/p>\n<h2>2. \u9a8c\u8bc1 ROCm \u7248\u672c\u53ca\u64cd\u4f5c\u7cfb\u7edf\u517c\u5bb9\u6027<\/h2>\n<p>ROCm \u7684\u517c\u5bb9\u6027\u53d6\u51b3\u4e8e\u52a0\u901f\u5668\u3001Linux \u53d1\u884c\u7248\u3001\u5185\u6838\u4ee5\u53ca\u8f6f\u4ef6\u7248\u672c\u3002\u5b89\u88c5\u524d\uff0c\u8bf7\u67e5\u9605 AMD \u7684\u5b98\u65b9\u517c\u5bb9\u6027\u6587\u6863\uff0c\u4ee5\u786e\u8ba4\u5177\u4f53\u73af\u5883\u3002.<\/p>\n<p>\u8bf7\u4e0d\u8981\u8ba4\u4e3a\u6700\u65b0\u7684 ROCm \u7248\u672c\u652f\u6301\u6240\u6709\u65e7\u7248\u52a0\u901f\u5668\u6216\u6846\u67b6\u3002\u540c\u6837\uff0c\u5373\u4f7f\u67d0\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u80fd\u591f\u6b63\u5e38\u8fd0\u884c\uff0c\u4e5f\u4e0d\u4e00\u5b9a\u7ecf\u8fc7\u4e86\u9488\u5bf9\u6240\u9700 GPU \u8f6f\u4ef6\u6808\u7684\u9a8c\u8bc1\u3002.<\/p>\n<p>\u5728\u90e8\u7f72\u6e05\u5355\u4e2d\u8bb0\u5f55\u9884\u671f\u914d\u7f6e\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ec4\u4ef6<\/th>\n<th>\u5fc5\u586b\u9a8c\u8bc1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GPU<\/td>\n<td>\u7cbe\u786e\u6a21\u578b\u548c ROCm \u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>\u64cd\u4f5c\u7cfb\u7edf<\/td>\n<td>\u652f\u6301\u7684\u53d1\u884c\u7248\u548c\u7248\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u6838<\/td>\n<td>\u9a71\u52a8\u7a0b\u5e8f\u517c\u5bb9\u6027<\/td>\n<\/tr>\n<tr>\n<td>ROCm<\/td>\n<td>\u652f\u6301\u7684\u53d1\u5e03\u548c\u5b89\u88c5\u65b9\u6cd5<\/td>\n<\/tr>\n<tr>\n<td>\u6846\u67b6<\/td>\n<td>\u517c\u5bb9\u7684\u6784\u5efa\u7248\u672c\u548c GPU \u67b6\u6784<\/td>\n<\/tr>\n<tr>\n<td>\u5bb9\u5668<\/td>\n<td>\u8bbe\u5907\u8bbf\u95ee\u548c\u8fd0\u884c\u65f6\u6743\u9650<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>3. \u5b89\u88c5\u9a71\u52a8\u7a0b\u5e8f\u5e76\u9a8c\u8bc1\u663e\u5361\u68c0\u6d4b\u7ed3\u679c<\/h2>\n<p>\u8bf7\u6309\u7167\u9002\u7528\u4e8e\u6240\u652f\u6301\u7684\u64cd\u4f5c\u7cfb\u7edf\u548c ROCm \u7248\u672c\u7684\u5b89\u88c5\u6b65\u9aa4\u8fdb\u884c\u64cd\u4f5c\u3002\u8bf7\u907f\u514d\u5c06\u65e0\u5173\u7684\u9a71\u52a8\u7a0b\u5e8f\u5305\u7ec4\u5408\u5728\u4e00\u8d77\uff0c\u6216\u6df7\u5408\u4f7f\u7528\u672a\u8bb0\u5f55\u517c\u5bb9\u6027\u7684\u8f6f\u4ef6\u6e90\u7248\u672c\u3002.<\/p>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8bf7\u4f7f\u7528\u73b0\u6709\u7684 ROCm \u8bca\u65ad\u5de5\u5177\u68c0\u67e5\u73af\u5883\uff1a<\/p>\n<pre><code>rocminfo\namd-smi \u7248\u672c<\/code><\/pre>\n<p>\u6267\u884c\u8fd9\u4e9b\u547d\u4ee4\u9700\u8981\u5b89\u88c5\u76f8\u5e94\u7684\u5b9e\u7528\u7a0b\u5e8f\u3002\u67d0\u4e9b\u73af\u5883\u63d0\u4f9b\u4e0d\u540c\u7684\u7ba1\u7406\u5de5\u5177\uff0c\u56e0\u6b64\u8bf7\u67e5\u9605\u76f8\u5173\u6587\u6863\u4ee5\u786e\u8ba4\u5177\u4f53\u60c5\u51b5\u3002.<\/p>\n<p>\u5982\u679c GPU \u68c0\u6d4b\u5931\u8d25\uff0c\u8bf7\u5728\u91cd\u65b0\u5b89\u88c5\u5e94\u7528\u7a0b\u5e8f\u6846\u67b6\u4e4b\u524d\uff0c\u68c0\u67e5\u5185\u6838\u6a21\u5757\u3001\u8bbe\u5907\u6743\u9650\u3001\u9a71\u52a8\u7a0b\u5e8f\u65e5\u5fd7\u4ee5\u53ca\u865a\u62df\u5316\u9650\u5236\u3002.<\/p>\n<h2>4. \u914d\u7f6e AMD GPU \u5bb9\u5668<\/h2>\n<p>\u5bb9\u5668\u867d\u7136\u7b80\u5316\u4e86\u4f9d\u8d56\u9879\u7ba1\u7406\uff0c\u4f46\u4ecd\u9700\u4f9d\u8d56\u517c\u5bb9\u7684\u4e3b\u673a\u9a71\u52a8\u7a0b\u5e8f\u548c\u53ef\u8bbf\u95ee\u7684 GPU \u8bbe\u5907\u3002\u5305\u542b ROCm \u5e93\u7684\u955c\u50cf\u65e0\u6cd5\u5f25\u8865\u4e0d\u53d7\u652f\u6301\u7684\u4e3b\u673a\u914d\u7f6e\u5e26\u6765\u7684\u95ee\u9898\u3002.<\/p>\n<p>\u5728\u53d7\u652f\u6301\u7684 Linux \u90e8\u7f72\u73af\u5883\u4e2d\uff0cAMD GPU \u5bb9\u5668\u901a\u5e38\u9700\u8981\u8bbf\u95ee\u76f8\u5173\u7684\u8bbe\u5907\u63a5\u53e3\uff0c\u5305\u62ec <code>\/dev\/kfd<\/code> \u4ee5\u53ca\u76f8\u5e94\u7684\u6e32\u67d3\u8bbe\u5907\uff0c\u4f4d\u4e8e <code>\/dev\/dri<\/code>.<\/p>\n<p>\u4f8b\u5982\uff0c\u4e00\u4e2a\u90e8\u7f72\u53ef\u80fd\u4f1a\u4f7f\u7528 Docker \u8bbe\u5907\u6620\u5c04\uff0c\u4f8b\u5982\uff1a<\/p>\n<pre><code>--device=\/dev\/kfd\n--device=\/dev\/dri<\/code><\/pre>\n<p>\u8fd9\u4e9b\u53ea\u662f\u793a\u4f8b\u6027\u8bf4\u660e\uff0c\u5e76\u975e\u5b8c\u6574\u7684\u90e8\u7f72\u547d\u4ee4\u3002\u5b9e\u9645\u7684\u6743\u9650\u3001\u5b89\u5168\u7b56\u7565\u548c\u8fd0\u884c\u65f6\u8981\u6c42\u53d6\u51b3\u4e8e\u5177\u4f53\u5e73\u53f0\u3002.<\/p>\n<p>\u4f18\u5148\u4f7f\u7528\u5b98\u65b9\u63d0\u4f9b\u7684\u3001\u4e0e\u7248\u672c\u5339\u914d\u7684 ROCm \u5bb9\u5668\u955c\u50cf\u3002\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u7279\u6743\u8bbf\u95ee\uff0c\u7279\u522b\u662f\u5728\u5171\u4eab\u57fa\u7840\u8bbe\u65bd\u4e0a\u3002.<\/p>\n<h2>5. \u6d4b\u8bd5 PyTorch \u5bf9 ROCm \u7684\u652f\u6301<\/h2>\n<p>\u5b89\u88c5\u4e00\u4e2a\u6587\u6863\u4e2d\u6ce8\u660e\u4e0e\u60a8\u7684 ROCm \u73af\u5883\u517c\u5bb9\u7684 PyTorch \u6784\u5efa\u7248\u672c\u3002\u7136\u540e\u9a8c\u8bc1\u8be5\u6846\u67b6\u662f\u5426\u80fd\u8bc6\u522b\u52a0\u901f\u5668\u3002.<\/p>\n<pre><code>import torch\r\n\r\nprint(torch.__version__)\nprint(torch.version.hip)\nprint(torch.cuda.is_available())\n\nif torch.cuda.is_available():\n    print(torch.cuda.get_device_name(0))<\/code><\/pre>\n<p>PyTorch \u4f7f\u7528 <code>torch.cuda<\/code> \u5c3d\u7ba1\u547d\u540d\u65b9\u5f0f\u4ee5 CUDA \u4e3a\u5bfc\u5411\uff0c\u4f46\u8be5\u63a5\u53e3\u9002\u7528\u4e8e\u53d7\u652f\u6301\u7684 ROCm \u8bbe\u5907\u3002\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u670d\u52a1\u5668\u6b63\u5728\u8fd0\u884c NVIDIA CUDA\u3002.<\/p>\n<p>\u6210\u529f\u7684\u68c0\u6d4b\u6d4b\u8bd5\u4e4b\u540e\uff0c\u5e94\u8fdb\u884c\u4e00\u6b21\u5c0f\u578b\u5f20\u91cf\u8fd0\u7b97\u4ee5\u53ca\u9488\u5bf9\u7279\u5b9a\u5e94\u7528\u7684\u6a21\u578b\u6d4b\u8bd5\u3002\u4ec5\u51ed\u8bbe\u5907\u53ef\u89c1\u6027\u5e76\u4e0d\u80fd\u8bc1\u660e\u4e0e\u6846\u67b6\u5b8c\u5168\u517c\u5bb9\u3002.<\/p>\n<h2>6. \u9a8c\u8bc1 vLLM \u53ca\u5176\u4ed6\u63a8\u7406\u6846\u67b6<\/h2>\n<p>vLLM \u53ca\u5176\u4ed6\u63a8\u7406\u5f15\u64ce\u652f\u6301\u90e8\u5206 AMD \u914d\u7f6e\uff0c\u4f46\u517c\u5bb9\u6027\u53ef\u80fd\u56e0\u7248\u672c\u3001\u6a21\u578b\u67b6\u6784\u548c\u4f18\u5316\u529f\u80fd\u800c\u5f02\u3002.<\/p>\n<p>\u5728\u9009\u62e9\u670d\u52a1\u6808\u4e4b\u524d\uff0c\u8bf7\u5148\u786e\u8ba4\u5176\u652f\u6301\u7684\u6ce8\u610f\u529b\u673a\u5236\u5b9e\u73b0\u3001\u91cf\u5316\u683c\u5f0f\u3001GPU \u67b6\u6784\u4ee5\u53ca\u5206\u5e03\u5f0f\u6267\u884c\u9009\u9879\u3002.<\/p>\n<p>\u9996\u5148\u4ece\u4e00\u4e2a\u5c0f\u578b\u652f\u6301\u6a21\u578b\u5f00\u59cb\uff0c\u7136\u540e\u6d4b\u8bd5\u5177\u6709\u4ee3\u8868\u6027\u7684\u63d0\u793a\u3001\u5e76\u53d1\u60c5\u51b5\u548c\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u5728\u6574\u4e2a\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0c\u76d1\u63a7\u5185\u5b58\u5206\u914d\u548c\u8bf7\u6c42\u5931\u8d25\u60c5\u51b5\u3002.<\/p>\n<p>\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/gpu-%e6%98%be%e5%ad%98%e8%a6%81%e6%b1%82%ef%bc%88llm-%e6%8e%a8%e7%90%86%ef%bc%89\/\"><strong>\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63a8\u7406\u5bf9GPU\u663e\u5b58\u7684\u8981\u6c42<\/strong><\/a> \u672c\u6307\u5357\u4ecb\u7ecd\u4e86\u6a21\u578b\u5185\u5b58\u548c\u952e\u503c\u7f13\u5b58\u7684\u89c4\u5212\u3002.<\/p>\n<h2>7. \u6bd4\u8f83 AMD GPU \u6258\u7ba1\u73af\u5883<\/h2>\n<p>\u5404\u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u5546\u5728\u786c\u4ef6\u53ef\u7528\u6027\u3001\u7ba1\u7406\u8bbf\u95ee\u6743\u9650\u3001\u5b58\u50a8\u6301\u4e45\u6027\u4ee5\u53ca\u8f6f\u4ef6\u7ba1\u7406\u65b9\u9762\u5b58\u5728\u5dee\u5f02\u3002\u4ee5\u4e0b\u7ecf GXCOM \u6279\u51c6\u7684\u63d0\u4f9b\u5546\u5747\u4e3a\u91c7\u8d2d\u5019\u9009\u5bf9\u8c61\uff0c\u5e76\u4e0d\u4ee3\u8868 AMD Instinct \u5e93\u5b58\u5df2\u5f97\u5230\u9a8c\u8bc1\u6216\u6709\u4fdd\u969c\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u670d\u52a1\u63d0\u4f9b\u5546<\/th>\n<th>\u8bc4\u4f30\u91cd\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\" title=\"RunPod\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"35\" rel=\"nofollow sponsored noopener\" target=\"_blank\">RunPod<\/a><\/td>\n<td>AMD \u7684\u53ef\u7528\u6027\u53ca\u652f\u6301\u7684\u5bb9\u5668\u73af\u5883<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/vast\" title=\"\u5e7f\u9614\u7684\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"36\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Vast.ai<\/a><\/td>\n<td>\u5b9e\u9645\u5e02\u573a\u4e2d\u7684\u786c\u4ef6\u548c\u4e3b\u673a\u914d\u7f6e<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/gpumart\" title=\"GPU-Mart\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"48\" rel=\"nofollow sponsored noopener\" target=\"_blank\">GPU Mart<\/a><\/td>\n<td>AMD \u670d\u52a1\u5668\u7684\u53ef\u7528\u6027\u4e0e\u9a71\u52a8\u7a0b\u5e8f\u7ba1\u7406<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/cherryservers\" title=\"Cherry \u670d\u52a1\u5668\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"39\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Cherry \u670d\u52a1\u5668<\/a><\/td>\n<td>\u4e13\u7528 GPU \u4ea7\u54c1\u53ca\u914d\u7f6e\u8981\u6c42<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\" title=\"RunPod\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"35\" rel=\"nofollow sponsored noopener\" target=\"_blank\">RunPod<\/a> \u5728\u6bd4\u8f83\u57fa\u4e8e\u5bb9\u5668\u7684 GPU \u4e91\u90e8\u7f72\u65f6\uff0c\u8fd9\u4e00\u70b9\u81f3\u5173\u91cd\u8981\u3002\u8bf7\u786e\u8ba4\u786e\u5b9e\u5177\u5907\u5408\u9002\u7684 AMD \u52a0\u901f\u5668\u548c\u517c\u5bb9 ROCm \u7684\u73af\u5883\u3002\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/runpod-gpu-%e4%ba%91%e6%9c%8d%e5%8a%a1%e8%af%84%e6%b5%8b\/\">RunPod GPU \u4e91\u670d\u52a1\u8bc4\u6d4b<\/a> \u63d0\u4f9b\u4e86\u63d0\u4f9b\u5546\u7684\u4e00\u822c\u80cc\u666f\u4fe1\u606f\u3002.<\/p>\n<p><a href=\"https:\/\/www.gxcom.net\/zh\/go\/vast\" title=\"\u5e7f\u9614\u7684\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"36\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Vast.ai<\/a> \u53ef\u4f5c\u4e3a\u5e02\u573a\u5e73\u53f0GPU\u8bc4\u4f30\u7684\u5019\u9009\u5bf9\u8c61\u3002\u8bf7\u6838\u5bf9\u6bcf\u4e2a\u5546\u54c1\u5217\u8868\u4e2d\u5177\u4f53\u7684\u52a0\u901f\u5668\u3001\u4e3b\u673a\u8f6f\u4ef6\u3001\u5b58\u50a8\u653f\u7b56\u53ca\u53ef\u9760\u6027\u3002.<\/p>\n<p><a href=\"https:\/\/www.gxcom.net\/zh\/go\/gpumart\" title=\"GPU-Mart\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"48\" rel=\"nofollow sponsored noopener\" target=\"_blank\">GPU Mart<\/a> \u8fd9\u662f\u5728\u6784\u5efa\u6301\u4e45\u6027 GPU \u670d\u52a1\u5668\u57fa\u7840\u8bbe\u65bd\u65f6\u503c\u5f97\u8003\u8651\u7684\u4e00\u79cd\u65b9\u6848\u3002\u8bf7\u786e\u8ba4 AMD \u786c\u4ef6\u7684\u53ef\u7528\u6027\u3001\u64cd\u4f5c\u7cfb\u7edf\u7684\u8bbf\u95ee\u6743\u9650\u4ee5\u53ca\u53d7\u652f\u6301\u7684\u9a71\u52a8\u7a0b\u5e8f\u5b89\u88c5\u6d41\u7a0b\u3002.<\/p>\n<p><a href=\"https:\/\/www.gxcom.net\/zh\/go\/cherryservers\" title=\"Cherry \u670d\u52a1\u5668\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"39\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Cherry \u670d\u52a1\u5668<\/a> \u662f\u4e00\u5bb6\u7ecf\u8ba4\u8bc1\u7684\u4e13\u7528\u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u5546\u3002\u5728\u8003\u8651\u5c06\u5176\u7528\u4e8e ROCm \u5de5\u4f5c\u8d1f\u8f7d\u4e4b\u524d\uff0c\u8bf7\u5148\u786e\u8ba4\u9002\u7528\u7684 AMD GPU \u4ea7\u54c1\u3002.<\/p>\n<h2>8. \u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u4e0e\u6258\u7ba1\u6210\u672c<\/h2>\n<p>\u5728\u5b8c\u6210\u517c\u5bb9\u6027\u6d4b\u8bd5\u540e\uff0c\u6d4b\u91cf\u5b9e\u9645\u5e94\u7528\u6027\u80fd\u3002\u8bb0\u5f55\u541e\u5410\u91cf\u3001\u5ef6\u8fdf\u3001GPU\u5185\u5b58\u5360\u7528\u3001\u6a21\u578b\u52a0\u8f7d\u65f6\u95f4\uff0c\u4ee5\u53ca\u5728\u6301\u7eed\u8d1f\u8f7d\u4e0b\u7684\u7a33\u5b9a\u6027\u3002.<\/p>\n<p>\u4f8b\u5982\uff0c\u5047\u8bbe\u4e00\u53f0GPU\u670d\u52a1\u5668\u7684\u6bcf\u5c0f\u65f6\u8d39\u7528\u4e3a$1\uff0c\u4e14\u6bcf\u5c0f\u65f6\u5904\u7406200\u4e2a\u5df2\u5b8c\u6210\u7684\u8bf7\u6c42\uff0c\u90a3\u4e48\u5728\u6b64\u5229\u7528\u7387\u6c34\u5e73\u4e0b\uff0c\u6bcf\u4e2a\u8bf7\u6c42\u7684\u8ba1\u7b97\u8d39\u7528\u4e3a$0.005\u3002.<\/p>\n<p>\u5b9e\u9645\u6210\u672c\u8fd8\u5305\u62ec\u95f2\u7f6e\u65f6\u95f4\u3001\u6301\u4e45\u5316\u5b58\u50a8\u3001\u7f51\u7edc\u3001\u5907\u4efd\u548c\u5de5\u7a0b\u5de5\u4f5c\u3002\u8bf7\u53c2\u9605\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/gpu-%e4%ba%91%e6%9c%8d%e5%8a%a1%e7%9a%84%e7%a9%ba%e9%97%b2%e8%b4%b9%e7%94%a8\/\"><strong>GPU \u4e91\u670d\u52a1\u7a7a\u95f2\u8d39\u7528\u6307\u5357<\/strong><\/a> \u6709\u5173\u5176\u4ed6\u8ba1\u8d39\u4e8b\u9879\u3002.<\/p>\n<h2>9. \u51c6\u5907\u751f\u4ea7\u73af\u5883\u76d1\u63a7\u548c\u56de\u6eda<\/h2>\n<p>\u751f\u4ea7\u73af\u5883\u90e8\u7f72\u4e0d\u4ec5\u9700\u8981\u6210\u529f\u5b8c\u6210\u5b89\u88c5\u3002\u8fd8\u9700\u76d1\u63a7\u52a0\u901f\u5668\u7684\u5229\u7528\u7387\u3001\u5185\u5b58\u538b\u529b\u3001\u5e94\u7528\u7a0b\u5e8f\u9519\u8bef\u3001\u6e29\u5ea6\uff08\u5982\u652f\u6301\u8be5\u529f\u80fd\uff09\u4ee5\u53ca\u670d\u52a1\u5ef6\u8fdf\u3002.<\/p>\n<p>\u8bb0\u5f55\u5df2\u6d4b\u8bd5\u7684 ROCm \u7248\u672c\u3001\u5bb9\u5668\u955c\u50cf\u6458\u8981\u3001\u6846\u67b6\u7248\u672c\u548c\u6a21\u578b\u914d\u7f6e\u3002\u5728\u66f4\u6539\u9a71\u52a8\u7a0b\u5e8f\u6216\u64cd\u4f5c\u7cfb\u7edf\u8f6f\u4ef6\u5305\u4e4b\u524d\uff0c\u8bf7\u4fdd\u7559\u6062\u590d\u8bf4\u660e\u3002.<\/p>\n<p>\u5728\u9884\u53d1\u5e03\u73af\u5883\u4e2d\u6d4b\u8bd5\u5347\u7ea7\uff0c\u5e76\u786e\u4fdd\u6709\u56de\u6eda\u65b9\u6848\u3002\u7edd\u4e0d\u80fd\u4ec5\u4ec5\u56e0\u4e3a\u8f6f\u4ef6\u66f4\u65b0\u5b89\u88c5\u6210\u529f\uff0c\u5c31\u8ba4\u4e3a\u5b83\u662f\u5b89\u5168\u7684\u3002.<\/p>\n<h2>\u8d2d\u4e70\u524d AMD GPU \u90e8\u7f72\u68c0\u67e5\u6e05\u5355<\/h2>\n<ul>\n<li>\u786e\u8ba4\u786e\u5207\u7684GPU\u578b\u53f7\u4ee5\u53caROCm\u7684\u5b98\u65b9\u652f\u6301\u60c5\u51b5\u3002.<\/li>\n<li>\u786e\u4fdd Linux\u3001\u5185\u6838\u3001\u9a71\u52a8\u7a0b\u5e8f\u548c\u6846\u67b6\u7684\u7248\u672c\u4e00\u81f4\u3002.<\/li>\n<li>\u9a8c\u8bc1\u5bb9\u5668\u8bbe\u5907\u7684\u8bbf\u95ee\u548c\u5b89\u5168\u8981\u6c42\u3002.<\/li>\n<li>\u4f7f\u7528\u76ee\u6807\u6a21\u578b\u6d4b\u8bd5 PyTorch \u6216 vLLM\u3002.<\/li>\n<li>\u6d4b\u91cf\u5b9e\u9645\u541e\u5410\u91cf\u3001\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u548c\u5ef6\u8fdf\u3002.<\/li>\n<li>\u786e\u8ba4\u5b58\u50a8\u6301\u4e45\u6027\u3001\u6280\u672f\u652f\u6301\u53ca\u603b\u4ef7\u3002.<\/li>\n<\/ul>\n<div class=\"gxcom-gpu-cta\">\n<h3>\u63a2\u7d22\u9002\u7528\u4e8e ROCm \u5de5\u4f5c\u8d1f\u8f7d\u7684 GPU \u6258\u7ba1\u670d\u52a1<\/h3>\n<p>\u5728\u8d2d\u4e70 GPU \u5bb9\u91cf\u4e4b\u524d\uff0c\u8bf7\u5148\u786e\u8ba4\u53ef\u7528\u7684 AMD \u52a0\u901f\u5668\u578b\u53f7\u3001\u8f6f\u4ef6\u517c\u5bb9\u6027\u3001\u7ba1\u7406\u5458\u8bbf\u95ee\u6743\u9650\u4ee5\u53ca\u90e8\u7f72\u6210\u672c\u3002.<\/p>\n<p><a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\/\" target=\"_blank\" rel=\"sponsored nofollow noopener\">\u68c0\u67e5 RunPod \u9009\u9879<\/a> | <a href=\"https:\/\/www.gxcom.net\/zh\/go\/vast\/\" target=\"_blank\" rel=\"sponsored nofollow noopener\">\u67e5\u770b Vast.ai \u7684\u623f\u6e90\u4fe1\u606f<\/a> | <a href=\"https:\/\/www.gxcom.net\/zh\/go\/gpumart\/\" target=\"_blank\" rel=\"sponsored nofollow noopener\">\u63a2\u7d22 GPU Mart<\/a><\/p>\n<\/div>\n<h2>\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n<h3>ROCm \u662f\u5426\u652f\u6301\u6240\u6709 AMD GPU\uff1f<\/h3>\n<p>\u4e0d\u3002\u652f\u6301\u60c5\u51b5\u53d6\u51b3\u4e8e\u52a0\u901f\u5668\u3001ROCm \u7248\u672c\u3001\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53ca\u5e94\u7528\u7a0b\u5e8f\u7684\u8981\u6c42\u3002.<\/p>\n<h3>AMD\u663e\u5361\u80fd\u8fd0\u884cDocker\u5bb9\u5668\u5417\uff1f<\/h3>\n<p>\u662f\u7684\uff0c\u53d7\u652f\u6301\u7684 Linux \u73af\u5883\u53ef\u4ee5\u5c06 AMD GPU \u8bbe\u5907\u63d0\u4f9b\u7ed9\u517c\u5bb9\u7684\u5bb9\u5668\u4f7f\u7528\u3002\u5fc5\u987b\u6b63\u786e\u914d\u7f6e\u4e3b\u673a\u9a71\u52a8\u7a0b\u5e8f\u548c\u6743\u9650\u3002.<\/p>\n<h3>PyTorch \u80fd\u4f7f\u7528 AMD GPU \u5417\uff1f<\/h3>\n<p>\u662f\u7684\uff0c\u53d7\u652f\u6301\u7684 PyTorch ROCm \u6784\u5efa\u7248\u672c\u53ef\u4ee5\u8bbf\u95ee\u517c\u5bb9\u7684 AMD \u52a0\u901f\u5668\u3002\u8bf7\u786e\u8ba4\u5177\u4f53\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u7ec4\u5408\u3002.<\/p>\n<h2>\u6700\u7ec8\u88c1\u51b3<\/h2>\n<p>\u53ef\u9760\u7684 AMD GPU \u670d\u52a1\u5668\u90e8\u7f72\u9996\u5148\u8981\u786e\u4fdd\u786c\u4ef6\u7ecf\u8fc7\u9a8c\u8bc1\u4e14\u4e0e ROCm \u517c\u5bb9\uff0c\u968f\u540e\u8fdb\u884c\u5bb9\u5668\u3001\u6846\u67b6\u548c\u5de5\u4f5c\u8d1f\u8f7d\u6d4b\u8bd5\u3002\u6bd4\u8f83 <a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\" title=\"RunPod\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"35\" rel=\"nofollow sponsored noopener\" target=\"_blank\">RunPod<\/a>, <a href=\"https:\/\/www.gxcom.net\/zh\/go\/vast\" title=\"\u5e7f\u9614\u7684\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"36\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Vast.ai<\/a>, <a href=\"https:\/\/www.gxcom.net\/zh\/go\/gpumart\" title=\"GPU-Mart\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"48\" rel=\"nofollow sponsored noopener\" target=\"_blank\">GPU Mart<\/a>, \uff0c\u4ee5\u53ca <a href=\"https:\/\/www.gxcom.net\/zh\/go\/cherryservers\" title=\"Cherry \u670d\u52a1\u5668\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"39\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Cherry \u670d\u52a1\u5668<\/a> \u53ea\u6709\u5728\u786e\u8ba4\u4e86\u5408\u9002\u7684AMD\u4ea7\u54c1\u4e4b\u540e\u3002\u6709\u636e\u53ef\u67e5\u7684\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u548c\u6545\u969c\u6062\u590d\u6d41\u7a0b\uff0c\u6bd4\u4ec5\u51ed\u5e7f\u544a\u5ba3\u4f20\u7684\u89c4\u683c\u53c2\u6570\u66f4\u80fd\u4e3a\u8d2d\u4e70\u51b3\u7b56\u63d0\u4f9b\u66f4\u575a\u5b9e\u7684\u57fa\u7840\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>AMD GPU \u670d\u52a1\u5668\u90e8\u7f72\u68c0\u67e5\u6e05\u5355\u53ef\u5e2e\u52a9 AI \u56e2\u961f\u5728\u542f\u52a8\u8bad\u7ec3\u6216\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u4e4b\u524d\uff0c\u907f\u514d\u4ee3\u4ef7\u9ad8\u6602\u7684\u517c\u5bb9\u6027\u95ee\u9898\u3002\u4ec5\u5b89\u88c5 ROCm \u8fd8\u4e0d\u591f\uff1a\u8fd8\u9700\u8003\u8651\u52a0\u901f\u5668\u3001\u64cd\u4f5c\u7cfb\u7edf\u3001\u5185\u6838\u3001\u5bb9\u5668\u8fd0\u884c\u65f6\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u6846\u67b6\u2026\u2026<\/p>","protected":false},"author":1,"featured_media":3453,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[3046,3048,376,3049,3050,1225,1227,3051,3047,3045],"class_list":["post-3452","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-amd-gpu-servers","tag-amd-gpu-deployment","tag-amd-gpu-docker","tag-amd-gpu-servers","tag-amd-instinct-servers","tag-gpu-container-deployment","tag-pytorch-rocm","tag-rocm-compatibility","tag-rocm-troubleshooting","tag-rocm-versions","tag-vllm-amd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.9 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ 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