{"id":8774,"date":"2026-06-09T14:31:00","date_gmt":"2026-06-09T06:31:00","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8774"},"modified":"2026-06-09T14:31:00","modified_gmt":"2026-06-09T06:31:00","slug":"amd-rocm-6-0-%e4%b8%8e-pytorch-2-3-%e5%85%bc%e5%ae%b9%e6%80%a7%e5%85%a8%e9%9d%a2%e8%a7%a3%e6%9e%90%ef%bc%9a%e6%99%ba%e8%83%bd%e5%b7%a5%e5%85%b7%e9%83%a8%e7%bd%b2%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8774","title":{"rendered":"AMD ROCm 6.0 \u4e0e PyTorch 2.3 \u517c\u5bb9\u6027\u5168\u9762\u89e3\u6790\uff1a\u667a\u80fd\u5de5\u5177\u90e8\u7f72\u6307\u5357"},"content":{"rendered":"

\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u548c\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u5feb\u901f\u53d1\u5c55\uff0cAMD \u7684 ROCm 6.0 \u4e0e PyTorch 2.3 \u7684\u517c\u5bb9\u6027\u6210\u4e3a\u5f00\u53d1\u8005\u5173\u6ce8\u7684\u7126\u70b9\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e00\u7ec4\u5408\u7684\u529f\u80fd\u3001\u4f18\u52bf\u53ca\u5b9e\u9645\u5e94\u7528\u573a\u666f\uff0c\u5e2e\u52a9\u60a8\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n

\u5b98\u65b9\u6700\u65b0\u8d44\u6e90\u8bf7\u8bbf\u95ee\uff1aAMD ROCm \u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u5b8c\u6574\u6587\u6863\u548c\u5b89\u88c5\u5305\u3002<\/p>\n

\u4e00\u3001ROCm 6.0 \u6838\u5fc3\u529f\u80fd\u4e0e PyTorch 2.3 \u7684\u6df1\u5ea6\u6574\u5408<\/h2>\n

AMD ROCm 6.0 \u662f\u9762\u5411\u9ad8\u6027\u80fd\u8ba1\u7b97\u548c AI \u7684\u5f00\u6e90 GPU \u8ba1\u7b97\u5e73\u53f0\u3002\u5b83\u4e0e PyTorch 2.3 \u5b9e\u73b0\u4e86\u539f\u751f\u517c\u5bb9\uff0c\u652f\u6301\u52a8\u6001\u56fe\u7f16\u8bd1\u3001CUDA \u8fc1\u79fb\u5de5\u5177\u548c HIP \u63a5\u53e3\uff0c\u4f7f\u5f97\u57fa\u4e8e NVIDIA GPU \u7684\u4ee3\u7801\u53ef\u4ee5\u4f4e\u6210\u672c\u8fc1\u79fb\u81f3 AMD GPU\u3002<\/p>\n

\u4e3b\u8981\u7279\u6027<\/h3>\n
    \n
  • \u652f\u6301 AMD Instinct MI200\/MI300 \u7cfb\u5217 GPU \u7684 FP16\/BF16 \u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3<\/li>\n
  • \u96c6\u6210 ROCm 6.0 \u7684 Composable Kernel \u5e93\uff0c\u4f18\u5316\u7b97\u5b50\u6267\u884c\u6548\u7387<\/li>\n
  • \u63d0\u4f9b PyTorch \u5b98\u65b9\u53d1\u884c\u7248\uff08\u901a\u8fc7 pip \u5b89\u88c5\u65f6\u81ea\u52a8\u8bc6\u522b ROCm \u73af\u5883\uff09<\/li>\n<\/ul>\n

    \u4e8c\u3001\u4f18\u52bf\u5bf9\u6bd4\uff1a\u4e3a\u4f55\u9009\u62e9 ROCm 6.0 + PyTorch 2.3<\/h2>\n

    \u76f8\u6bd4\u4e8e\u65e9\u671f\u7248\u672c\uff0cROCm 6.0 \u5728\u5185\u5b58\u7ba1\u7406\u3001\u7b97\u5b50\u8986\u76d6\u7387\u548c\u8c03\u8bd5\u5de5\u5177\u4e0a\u5927\u5e45\u63d0\u5347\u3002PyTorch 2.3 \u5f15\u5165\u7684 TorchInductor \u540e\u7aef\u5728 ROCm \u4e0a\u8fd0\u884c\u6548\u7387\u63a5\u8fd1 CUDA \u6c34\u5e73\u3002<\/p>\n

    \u5173\u952e\u4f18\u52bf<\/h3>\n
      \n
    • \u6210\u672c\uff1a\u4f7f\u7528 AMD \u663e\u5361\u53ef\u964d\u4f4e\u786c\u4ef6\u6295\u5165\uff0c\u5c24\u5176\u9002\u5408\u5927\u89c4\u6a21\u96c6\u7fa4\u90e8\u7f72<\/li>\n
    • \u751f\u6001\uff1a\u4e0e Hugging Face Transformers\u3001DeepSpeed \u7b49\u4e3b\u6d41\u6846\u67b6\u65e0\u7f1d\u96c6\u6210<\/li>\n
    • \u6027\u80fd\uff1a\u5728 ResNet-50\u3001LLaMA \u7b49\u6a21\u578b\u8bad\u7ec3\u4e2d\uff0c\u541e\u5410\u91cf\u53ef\u8fbe\u5230\u540c\u7ea7\u522b NVIDIA GPU \u7684 85% \u4ee5\u4e0a<\/li>\n<\/ul>\n

      \u4e09\u3001\u5e94\u7528\u573a\u666f\u4e0e\u5b9e\u6218\u64cd\u4f5c<\/h2>\n

      \u8be5\u7ec4\u5408\u9002\u7528\u4e8e\u79d1\u7814\u673a\u6784\u3001\u4f01\u4e1a\u7ea7 AI \u5e73\u53f0\u548c\u5f00\u6e90\u793e\u533a\u3002\u4f8b\u5982\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u79d1\u5b66\u8ba1\u7b97\u9886\u57df\uff0c\u53ef\u4ee5\u5feb\u901f\u642d\u5efa\u8bad\u7ec3\u73af\u5883\u3002<\/p>\n

      \u5feb\u901f\u4e0a\u624b\u6307\u5357<\/h3>\n

      \u7b2c\u4e00\u6b65\uff1a\u5b89\u88c5 ROCm 6.0 \u9a71\u52a8\u548c Runtime\uff08\u53c2\u8003\u5b98\u7f51\u6587\u6863\uff09\u3002\u7b2c\u4e8c\u6b65\uff1a\u4f7f\u7528 pip \u5b89\u88c5 PyTorch 2.3 ROCm \u7248\u672c\uff1apip install torch torchvision torchaudio --index-url https:\/\/download.pytorch.org\/whl\/rocm6.0<\/code>\u3002\u7b2c\u4e09\u6b65\uff1a\u9a8c\u8bc1 GPU \u53ef\u7528\u6027\uff1apython -c \"import torch; print(torch.cuda.is_available())\"<\/code>\u3002<\/p>\n

      \u6ce8\u610f\uff1a\u9700\u786e\u4fdd\u7cfb\u7edf Linux \u5185\u6838\u7248\u672c \u2265 5.4\uff0c\u5e76\u914d\u7f6e\u597d amdgpu \u9a71\u52a8\u3002<\/p>\n

      \u56db\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u4f18\u5316\u5efa\u8bae<\/h2>\n

      \u90e8\u5206\u7528\u6237\u53cd\u9988\u5728 MI250 \u53cc GPU \u62d3\u6251\u4e2d\u9700\u624b\u52a8\u8bbe\u7f6e GPU \u4eb2\u548c\u6027\u3002\u5efa\u8bae\u4f7f\u7528 ROCm \u81ea\u5e26\u7684 rocminfo<\/code> \u548c rocm-smi<\/code> \u5de5\u5177\u76d1\u6d4b\u663e\u5b58\u4e0e\u6e29\u5ea6\uff0c\u5e76\u53c2\u8003 AMD \u5b98\u65b9\u6027\u80fd\u8c03\u4f18\u6307\u5357\u3002<\/p>\n

      \u603b\u4e4b\uff0cAMD ROCm 6.0 \u4e0e PyTorch 2.3 \u7684\u517c\u5bb9\u6027\u5df2\u65e5\u8d8b\u6210\u719f\uff0c\u662f\u9ad8\u6548\u3001\u7ecf\u6d4e\u7684\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0\u9009\u62e9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u548c\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u5feb\u901f\u53d1\u5c55\uff0cAMD \u7684 ROCm 6.0 \u4e0e PyTorch 2.3 \u7684\u517c\u5bb9\u6027\u6210\u4e3a\u5f00\u53d1 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[3314,10964,10493,10965,2993],"class_list":["post-8774","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-amd-rocm-6-0","tag-gpu","tag-pytorch-2-3","tag-2993"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8774","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8774"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8774\/revisions"}],"predecessor-version":[{"id":8775,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8774\/revisions\/8775"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8774"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8774"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8774"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}