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src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172451-69822f63c3f18.png\" width=\"760\" \/><\/p>\n<h3 id=\"%C2%A06%EF%BC%89%E9%85%8D%E7%BD%AE%E7%8E%AF%E5%A2%83%E5%8F%98%E9%87%8F\">\u00a06&#xff09;\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/h3>\n<h4 id=\"1.%E7%9B%B4%E6%8E%A5%E5%9C%A8%E6%90%9C%E7%B4%A2%E6%A0%8F%E6%90%9C%E7%B4%A2%E7%8E%AF%E5%A2%83%E5%8F%98%E9%87%8F\">1.\u76f4\u63a5\u5728\u641c\u7d22\u680f\u641c\u7d22\u73af\u5883\u53d8\u91cf<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"361\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172451-69822f63df1a5.png\" width=\"927\" \/><\/p>\n<h4 id=\"2.%E6%9F%A5%E7%9C%8B%E7%8E%AF%E5%A2%83%E5%8F%98%E9%87%8F\">2.\u67e5\u770b\u73af\u5883\u53d8\u91cf<\/h4>\n<p>\u00a0\u67e5\u770b\u662f\u5426\u6709\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf&#xff0c;\u5982\u679c\u6ca1\u6709\u5219\u9700\u624b\u52a8\u589e\u52a0&#xff0c;\u589e\u52a0\u5185\u5bb9\u5373\u4e3a\u56fe\u793a\u5185\u5bb9&#xff0c;\u70b9\u51fb\u65b0\u5efa\u5373\u53ef<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"765\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172452-69822f64199fe.png\" width=\"778\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"701\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172452-69822f6455687.png\" width=\"775\" \/><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"659\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172452-69822f64843e9.png\" width=\"680\" \/><\/p>\n<p>\u6216\u8005\u5728\u547d\u4ee4\u63d0\u793a\u7b26\u5185\u8f93\u5165\u547d\u4ee4set cuda\u67e5\u770b\u73af\u5883\u53d8\u91cf<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"230\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172452-69822f649eaf9.png\" width=\"1136\" \/><\/p>\n<h3 id=\"7%EF%BC%89%E6%B5%8B%E8%AF%95%E6%98%AF%E5%90%A6%E6%88%90%E5%8A%9F%E5%AE%89%E8%A3%85\">7&#xff09;\u6d4b\u8bd5\u662f\u5426\u6210\u529f\u5b89\u88c5<\/h3>\n<p>\u5728\u547d\u4ee4\u63d0\u793a\u7b26\u5185\u8f93\u5165\u547d\u4ee4nvcc &#8211;version \u6216\u8005nvcc -V&#xff0c;\u67e5\u770b\u662f\u5426\u6709cuda&#xff0c;\u5982\u679c\u6709\u5219\u5b89\u88c5\u6210\u529f&#xff0c;\u5982\u679c\u6ca1\u6709\u5219\u53ef\u80fd\u7248\u672c\u4e0d\u517c\u5bb9<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"231\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172452-69822f64bf58b.png\" width=\"813\" \/><\/p>\n<h2 id=\"%E4%BA%8C%E3%80%81%E4%B8%8B%E8%BD%BDpytorch%E5%8C%85\">\u4e8c\u3001\u4e0b\u8f7dpytorch\u5305<\/h2>\n<h3 id=\"1%E3%80%81%E4%BB%80%E4%B9%88%E6%98%AFtorch\">1\u3001\u4ec0\u4e48\u662ftorch  \u00a0<\/h3>\n<p>Torch\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u673a\u5668\u5b66\u4e60\u5e93&#xff0c;\u4e3b\u8981\u7528\u4e8e\u6784\u5efa\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002\u5b83\u57fa\u4e8eLua\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u5e76\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u5f20\u91cf\u8ba1\u7b97\u5e93&#xff0c;\u53ef\u4ee5\u6709\u6548\u5730\u8fdb\u884c\u6570\u503c\u8ba1\u7b97\u548c\u77e9\u9635\u64cd\u4f5c\u3002Torch\u540c\u65f6\u4e5f\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u5757&#xff0c;\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u6784\u5efa\u548c\u8bad\u7ec3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3002 Torch\u7684\u6838\u5fc3\u662f\u5b83\u7684\u5f20\u91cf\u5e93&#xff0c;\u5b83\u652f\u6301\u591a\u7ef4\u5f20\u91cf\u7684\u64cd\u4f5c\u548c\u8ba1\u7b97&#xff0c;\u7c7b\u4f3c\u4e8eNumPy\u5e93\u3002\u5f20\u91cf\u662f\u4e00\u79cd\u591a\u7ef4\u7684\u6570\u7ec4&#xff0c;\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u5904\u7406\u5404\u79cd\u6570\u636e\u7c7b\u578b\u7684\u6570\u636e\u3002Torch\u7684\u5f20\u91cf\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u51fd\u6570\u548c\u8fd0\u7b97\u7b26&#xff0c;\u53ef\u4ee5\u8fdb\u884c\u5404\u79cd\u6570\u5b66\u8fd0\u7b97\u3001\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97\u548c\u5f20\u91cf\u64cd\u4f5c\u7b49\u3002<\/p>\n<h3 id=\"2%E3%80%81%E4%B8%8B%E8%BD%BDtorch\">2\u3001\u4e0b\u8f7dtorch<\/h3>\n<p>\u8fdb\u5165pytorch\u5b98\u7f51&#xff0c;\u9009\u62e9\u597d\u9700\u8981\u7684\u7c7b\u522b&#xff0c;\u7136\u540e\u5c06\u4e0b\u5217\u94fe\u63a5\u590d\u5236\u5230\u6d4f\u89c8\u5668\u6253\u5f00&#xff0c;\u9009\u62e9\u7248\u672c\u8fdb\u884c\u4e0b\u8f7d&#xff0c;\u56e0\u4e3atorch\u6240\u5360\u5185\u5b58\u592a\u5927&#xff0c;\u76f4\u63a5\u7528\u5176\u6240\u7ed9\u547d\u4ee4\u53bb\u547d\u4ee4\u63d0\u793a\u7b26\u4e0b\u8f7d\u5982\u679c\u7f51\u7edc\u7a0d\u5fae\u6709\u6ce2\u52a8\u5219\u4f1a\u5bfc\u81f4\u4e0b\u8f7d\u5931\u8d25&#xff0c;\u6240\u4ee5\u76f4\u63a5\u53bb\u6e90\u7f51\u9875\u4e0b\u8f7d&#xff0c;\u4e0b\u5217\u662f\u5b98\u7f51\u5165\u53e3<\/p>\n<p>pytorch\u5b98\u7f51\u200bhttps:\/\/pytorch.org\/<\/p>\n<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"720\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172452-69822f64d5dea.png\" width=\"960\" \/><\/p>\n<h4 id=\"%C2%A01%EF%BC%89%E5%A4%8D%E5%88%B6%E4%B8%8A%E8%BF%B0%E9%93%BE%E6%8E%A5%E6%89%93%E5%BC%80%EF%BC%8C%E7%84%B6%E5%90%8E%E4%B8%8B%E6%8B%89%E6%89%BE%E5%88%B0torch%EF%BC%8C%E7%82%B9%E5%BC%80\">\u00a01&#xff09;\u590d\u5236\u4e0a\u8ff0\u94fe\u63a5\u6253\u5f00&#xff0c;\u7136\u540e\u4e0b\u62c9\u627e\u5230torch&#xff0c;\u70b9\u5f00<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"771\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172453-69822f650e04c.png\" width=\"1180\" \/><\/p>\n<h4 id=\"%C2%A0%20%C2%A02%EF%BC%89%E6%89%BE%E5%88%B0%E9%9C%80%E8%A6%81%E7%9A%84%E7%89%88%E6%9C%AC\">\u00a0 \u00a02&#xff09;\u627e\u5230\u9700\u8981\u7684\u7248\u672c<\/h4>\n<p>\u53ef\u4ee5\u4f7f\u7528\u7f51\u9875\u67e5\u627e\u547d\u4ee4&#xff0c;\u957f\u6309ctrl&#043;F&#xff0c;\u7136\u540e\u8f93\u5165\u9700\u8981\u7684\u7248\u672c&#xff0c;cu\u8868\u793a\u5b89\u88c5\u7684cuda\u7248\u672c&#xff0c;cp\u8868\u793apython\u7248\u672c&#xff0c;\u4f8b\u5982\u4e0b\u56fe\u6240\u793a&#xff0c;\u6211\u4e0b\u8f7d\u7684\u662ftorch2.5.1&#xff0c;cuda\u7248\u672c\u53ef\u4ee5\u6bd4\u5b89\u88c5\u7684\u7248\u672c\u4f4e&#xff0c;\u4f46\u662f\u4e0d\u80fd\u6bd4\u5b89\u88c5\u7684\u7248\u672c\u9ad8&#xff0c;python\u7248\u672c\u4e3a3.9&#xff0c;python\u7248\u672c\u53ef\u4ee5\u5728\u547d\u4ee4\u63d0\u793a\u7b26\u5185\u8f93\u5165\u547d\u4ee4python\u6216\u8005where python\u67e5\u770b&#xff0c;\u5982\u4e0b\u56fe\u6240\u793a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"720\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172453-69822f655bdb3.png\" width=\"952\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"770\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260203172453-69822f658f8e3.png\" width=\"1470\" \/><\/p>\n<p>where python\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5b89\u88c5\u7684python\u7684\u4f18\u5148\u7ea7&#xff0c;\u4f18\u5148\u7ea7\u9ad8\u90a3\u4e48\u5c31\u4f7f\u7528pip\u547d\u4ee4\u9996\u9009\u5c31\u662f\u8fd9\u4e2a\u7248\u672c&#xff0c;\u5982\u679c\u4e0d\u60f3\u4f18\u5148\u7528\u8fd9\u4e2a\u7248\u672c&#xff0c;\u53ef\u4ee5\u53bb\u73af\u5883\u53d8\u91cf\u91cc\u624b\u52a8\u8c03\u6362\u4e00\u4e0bpython\u7684\u5148\u540e\u987a\u5e8f\u3002 \u00a0 \u00a0 \u00a0 \u00a0python\u547d\u4ee4\u662f\u8fdb\u5165\u5f53\u524dpython\u7684\u7f16\u8bd1\u73af\u5883\u540c\u6837\u8f93\u51fa\u5f53\u524d\u4f7f\u7528python\u7248\u672c\u53f7\u3002<\/p>\n<h4 id=\"3%EF%BC%89%E5%AE%89%E8%A3%85%E5%BA%93\">3&#xff09;\u5b89\u88c5\u5e93<\/h4>\n<p>\u4e0a\u8ff0\u7684\u94fe\u63a5\u65e2\u662f\u4e0b\u8f7d\u94fe\u63a5&#xff0c;\u5efa\u8bae\u653e\u5165\u8fc5\u96f7\u4e0b\u8f7d\u5668\u4e0b\u8f7d&#xff0c;\u8fd9\u4e2a\u4e0b\u8f7d\u66f4\u5feb&#xff0c;\u5176\u4ed6\u7684\u4e5f\u884c&#xff0c;\u600e\u4e48\u5feb\u600e\u4e48\u6765\u3002 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/p>\n<p>\u4e0b\u8f7d\u5b8c\u662f\u5982\u4e0b\u7684\u6587\u4ef6\u683c\u5f0f&#xff0c;\u7136\u540e\u6253\u5f00\u547d\u4ee4\u63d0\u793a\u7b26&#xff0c;\u4f7f\u7528\u547d\u4ee4pip install \u6587\u4ef6\u5730\u5740&#xff0c;\u5373\u53ef\u5b89\u88c5\u3002\u5982\u4e0b\u56fe\u6240\u793a&#xff1a;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"381\" src=\"2026-02-04c2oqp4cgzax.png\" width=\"887\" \/><\/p>\n<p>\u6216\u8005\u53f3\u51fb\u6587\u4ef6\u590d\u5236\u6587\u4ef6\u5730\u5740&#xff0c;\u7136\u540e\u7528\u4ee3\u7801pip install &#043;\u6587\u4ef6\u5730\u5740\u4e0b\u8f7d&#xff0c;\u5982\u4e0b&#xff1a;<\/p>\n<p>pip install &#034;C:\\\\Users\\\\Dell\\\\Downloads\\\\torch-2.5.1&#043;cu118-cp311-cp311-win_amd64.whl&#034; <\/p>\n<h4 id=\"4%EF%BC%89%E6%A3%80%E6%9F%A5%E6%98%AF%E5%90%A6%E5%AE%89%E8%A3%85%E6%88%90%E5%8A%9F%20%E5%91%BD%E4%BB%A4%E6%8F%90%E7%A4%BA%E7%AC%A6%E8%BE%93%E5%85%A5%E5%91%BD%E4%BB%A4pip%20list%E5%8D%B3%E5%8F%AF%E6%9F%A5%E7%9C%8B\">4&#xff09;\u68c0\u67e5\u662f\u5426\u5b89\u88c5\u6210\u529f \u547d\u4ee4\u63d0\u793a\u7b26\u8f93\u5165\u547d\u4ee4pip list\u5373\u53ef\u67e5\u770b<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"121\" src=\"2026-02-04sp5daeb0obu.png\" width=\"571\" \/><\/p>\n<h3 id=\"3%E3%80%81torchaudio%E5%BA%93%E6%98%AF%E4%BB%80%E4%B9%88\">3\u3001torchaudio\u5e93\u662f\u4ec0\u4e48<\/h3>\n<p>torchaudio\u662f\u4e00\u4e2a\u57fa\u4e8ePyTorch\u7684\u97f3\u9891\u5904\u7406\u5e93\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u7528\u4e8e\u52a0\u8f7d\u3001\u8f6c\u6362\u548c\u5904\u7406\u97f3\u9891\u6570\u636e\u7684\u51fd\u6570\u548c\u7c7b\u3002torchaudio\u652f\u6301\u591a\u79cd\u97f3\u9891\u683c\u5f0f&#xff0c;\u5305\u62ecwav\u3001mp3\u3001flac\u7b49&#xff0c;\u5e76\u63d0\u4f9b\u4e86\u4e00\u4e9b\u57fa\u672c\u7684\u97f3\u9891\u5904\u7406\u529f\u80fd&#xff0c;\u5982\u97f3\u9891\u526a\u8f91\u3001\u97f3\u9891\u683c\u5f0f\u8f6c\u6362\u7b49\u3002\u901a\u8fc7torchaudio&#xff0c;\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u5728PyTorch\u4e2d\u8fdb\u884c\u97f3\u9891\u6570\u636e\u7684\u5904\u7406\u548c\u5efa\u6a21\u3002<\/p>\n<h3 id=\"4%E3%80%81%E4%B8%8B%E8%BD%BDtorchaudio%E5%BA%93\">4\u3001\u4e0b\u8f7dtorchaudio\u5e93<\/h3>\n<p>\u91cd\u590d\u4e0a\u8ff0\u5b89\u88c5torch\u7684\u6b65\u9aa4\u5373\u53ef&#xff0c;\u9009\u597d\u7248\u672c\u53f7<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"771\" src=\"2026-02-04x4lqx0akptf.png\" width=\"1285\" \/><\/p>\n<p>\u00a0\u70b9\u5f00torchaudio&#xff0c;\u7136\u540e\u5feb\u6377\u952e\u641c\u7d22\u76f8\u5e94\u7248\u672c&#xff0c;\u7248\u672c\u53f7\u548ctorch\u4e00\u81f4\u5373\u53ef<\/p>\n<p>\u5b89\u88c5\u65b9\u5f0f\u4e5f\u662f\u540c\u6837\u4f7f\u7528 pip install \u6587\u4ef6\u5730\u5740 \u5373\u53ef<\/p>\n<h3 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