{"id":2518,"date":"2024-09-19T16:32:35","date_gmt":"2024-09-19T07:32:35","guid":{"rendered":"https:\/\/secondlife.lol\/?p=2518"},"modified":"2025-01-29T10:50:46","modified_gmt":"2025-01-29T01:50:46","slug":"pytorch-installation-guide-and-use-cases","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/zh\/pytorch-installation-guide-and-use-cases\/","title":{"rendered":"\u5b89\u88c5 Python\uff1a\u4ece\u57fa\u7840\u77e5\u8bc6\u5230\u4f7f\u7528\u6848\u4f8b"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u5f53\u4f60\u60f3\u5f00\u59cb\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u65f6\uff0c\u7b2c\u4e00\u6b65\u5c31\u662f\u9009\u62e9\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u800c\u5b89\u88c5 Pytorch \u662f\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u5fc5\u4e0d\u53ef\u5c11\u7684\u4e00\u90e8\u5206\u3002Python \u56e0\u5176\u7b80\u5355\u76f4\u89c2\u7684 API \u800c\u6df1\u53d7\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\u7684\u559c\u7231\u3002 \u5728\u672c\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5c06\u5e26\u4f60\u4e86\u89e3\u4ece\u5b89\u88c5 Python \u5230\u68c0\u67e5\u7248\u672c\u7684\u5404\u4e2a\u6b65\u9aa4\u3001Python \u548c TensorFlow \u4e4b\u95f4\u7684\u533a\u522b\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528 Python\u3002 \u8ba9\u6211\u4eec\u4ece\u7b2c\u4e00\u6b65\u5f00\u59cb\uff1a\u5b89\u88c5 Python\uff0c\u5f00\u59cb\u6df1\u5ea6\u5b66\u4e60\u5f00\u53d1\uff01<\/p>\n\n\n<style>.kb-image2518_8c1397-75 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image2518_8c1397-75\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"451\" height=\"112\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/09\/image-11.jpg\" alt=\"\ud30c\uc774\ud1a0\uce58 \ub85c\uace0\" class=\"kb-img wp-image-2521\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/09\/image-11.jpg 451w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/09\/image-11-300x75.jpg 300w\" sizes=\"(max-width: 451px) 100vw, 451px\" \/><\/figure><\/div>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n\n<h2 class=\"wp-block-heading\">\u5b89\u88c5 Pytorch<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5 Python \u975e\u5e38\u7b80\u5355\uff0cCPU \u548c GPU \u73af\u5883\u6709\u4e0d\u540c\u7684\u5b89\u88c5\u65b9\u6cd5\u3002\u5982\u679c\u60a8\u6709 GPU\uff0c\u8bf7\u4f7f\u7528 <strong><a href=\"https:\/\/developer.nvidia.com\/cuda-toolkit\" data-type=\"link\" data-id=\"https:\/\/developer.nvidia.com\/cuda-toolkit\" target=\"_blank\" rel=\"noopener\">CUDA<\/a><\/strong>\u5927\u5927\u52a0\u5feb\u4f60\u7684\u5b66\u4e60\u901f\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728 CPU \u73af\u5883\u4e2d\u5b89\u88c5<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install torch<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u547d\u4ee4\u53ef\u8f7b\u677e\u5b89\u88c5\u53ef\u5728 CPU \u4e0a\u8fd0\u884c\u7684 Python\u3002\u8fd9\u8db3\u4ee5\u8fd0\u884c\u6df1\u5ea6\u5b66\u4e60\u9879\u76ee\uff0c\u4f46\u5b66\u4e60\u901f\u5ea6\u53ef\u80fd\u8f83\u6162\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728 GPU \u73af\u5883\u4e2d\u5b89\u88c5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GPU \u8ba9\u5b66\u4e60\u53d8\u5f97\u66f4\u5feb\u4f7f\u7528\u547d\u4ee4 <strong>CUDA<\/strong>\u5728\u652f\u6301 Python \u7684 GPU \u73af\u5883\u4e2d\u8fd0\u884c\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install torch torchvision torchaudio --extra-index-url https:\/\/download.pytorch.org\/whl\/cu117<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u68c0\u67e5 Python \u7248\u672c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5\u540e\uff0c\u68c0\u67e5 Python \u7684\u7248\u672c\u5f88\u91cd\u8981\u3002\u56e0\u4e3a\u67d0\u4e9b\u7248\u672c\u53ef\u80fd\u9700\u8981\u4e0e\u9879\u76ee\u6216\u5e93\u517c\u5bb9\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5bfc\u5165 torch\nprint(torch.__version__)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u8be5\u547d\u4ee4\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u68c0\u67e5\u5f53\u524d\u5b89\u88c5\u7684 Python \u7248\u672c\u3002\u5728\u8fd0\u884c\u4e0d\u540c\u9879\u76ee\u6216\u6392\u9664\u4e0e\u7279\u5b9a\u5e93\u7684\u517c\u5bb9\u6027\u95ee\u9898\u65f6\uff0c\u68c0\u67e5\u7248\u672c\u5c24\u5176\u6709\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pytoch \u4e0e TensorFlow\uff1a\u4e3b\u8981\u533a\u522b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Paitochiwa <a href=\"https:\/\/secondlife.lol\/zh\/tensorflow-installation-guide-and-use-cases\/\" data-type=\"post\" data-id=\"2505\">\u5f20\u91cf\u6d41<\/a>\u662f\u4e24\u4e2a\u4e3b\u8981\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u5b83\u4eec\u90fd\u975e\u5e38\u5f3a\u5927\uff0c\u4f46\u529f\u80fd\u5404\u4e0d\u76f8\u540c\u3002\u4e0b\u9762\uff0c\u6211\u4eec\u5c06\u8ba8\u8bba <strong>Pytochrome \u548c TensorFlow<\/strong>\u8ba9\u6211\u4eec\u7b80\u8981\u6bd4\u8f83\u4e00\u4e0b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u52a8\u6001\u56fe\u4e0e\u9759\u6001\u56fe<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7126\u94ec\u662f\u4e00\u79cd <strong>\u52a8\u6001\u56fe<\/strong>\u8fd9\u610f\u5473\u7740\u53ef\u4ee5\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5373\u65f6\u751f\u6210\u548c\u4fee\u6539\u56fe\u5f62\uff0c\u8fd9\u5bf9\u5b9e\u9a8c\u6a21\u578b\u5f00\u53d1\u975e\u5e38\u6709\u5229\u3002 \u53e6\u4e00\u65b9\u9762\uff0cTensorFlow \u652f\u6301 <strong>\u9759\u6001\u56fe<\/strong>\u5bf9\u6027\u80fd\u8fdb\u884c\u4e86\u5f88\u597d\u7684\u4f18\u5316\u3002\u8fd9\u5bf9\u5927\u578b\u9879\u76ee\u6216\u90e8\u7f72\u975e\u5e38\u6709\u6548\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6237\u53cb\u597d\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u7684\u8bed\u6cd5\u4e0e Python \u975e\u5e38\u76f8\u4f3c\u3001 <strong>\u8c03\u8bd5<\/strong>\u5f88\u7b80\u5355\u3002TensorFlow \u7684\u5b66\u4e60\u66f2\u7ebf\u6bd4\u8f83\u9661\u5ced\uff0c\u4f46\u5b83\u5177\u6709\u9ad8\u5ea6\u7684\u53ef\u6269\u5c55\u6027\u548c\u5f3a\u5927\u7684\u751f\u6001\u7cfb\u7edf\u548c\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u751f\u6001\u7cfb\u7edf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TensorFlow \u662f\u8c37\u6b4c\u5f00\u53d1\u7684\u4e00\u6b3e\u5e9e\u5927\u7684 <strong>\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3<\/strong>\u4ee5\u53ca\u5176\u4ed6\u5404\u79cd\u5de5\u5177\u3002\u7279\u522b\u662f <strong>TensorFlow \u670d\u52a1<\/strong>\u6216 <strong>TensorFlow Lite<\/strong> Pytoch \u7b49\u90e8\u7f72\u5de5\u5177\u529f\u80fd\u5f3a\u5927\u3002 <strong>\u62e5\u62b1\u7684\u8138<\/strong>\u4e0e\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff08\u5982 C++\uff09\u96c6\u6210\uff0c\u4f7f\u5176\u6210\u4e3a\u5feb\u901f\u539f\u578b\u5f00\u53d1\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n\n\n<style>.kb-image2518_0e00ee-7c .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2518_0e00ee-7c img.kb-img, .kb-image2518_0e00ee-7c .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2518_0e00ee-7c\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/ailib.secondlife.lol\/wp-content\/uploads\/2024\/09\/image-7.jpg\" alt=\"\ud30c\uc774\ud1a0\uce58 \uc124\uce58 \ud3ec\uc2a4\ud2b8 \uadf8\ub9bc - \ud30c\uc774\ud1a0\uce58\uc640 \ud150\uc11c\ud50c\ub85c\uc6b0\uc758 \ucc28\uc774\" class=\"kb-img wp-image-2806\"\/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Pytorch \u4f7f\u7528\u6848\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5728\u7814\u7a76\u548c\u5546\u4e1a\u73af\u5883\u4e2d\u90fd\u975e\u5e38\u6d41\u884c\u3002\u8ba9\u6211\u4eec\u770b\u770b Pytoch \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u4e00\u4e9b\u5177\u4f53\u4f8b\u5b50\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/ailib.secondlife.lol\/computer-vision-deep-learning-introduction\/\" data-type=\"post\" data-id=\"2789\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/a> \u548c\u56fe\u50cf\u5904\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7126\u94ec\u662f\u4e00\u79cd <strong><a href=\"https:\/\/ailib.secondlife.lol\/computer-vision-deep-learning-introduction\/\" data-type=\"post\" data-id=\"2789\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/a><\/strong> \u9886\u57df\uff0c\u7279\u522b\u662f <strong>\u56fe\u50cf\u5206\u7c7b<\/strong>, <strong>\u7269\u4f53\u68c0\u6d4b<\/strong>, <strong>\u56fe\u50cf\u5206\u5272<\/strong> Pytorch \u4e0d\u4ec5\u5728\u8fd9\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5728\u66f4\u591a\u65b9\u9762\u4e5f\u662f\u5982\u6b64\u3002Pytorch \u7684 <strong>\u706b\u70ac\u89c6\u89c9<\/strong> \u901a\u8fc7\u56fe\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528\u5404\u79cd\u6570\u636e\u96c6\u548c\u6a21\u578b\u8fdb\u884c\u56fe\u50cf\u5904\u7406\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Facebook \u4eba\u5de5\u667a\u80fd\u7814\u7a76\u56e2\u961f<\/strong>\u4f7f\u7528 Python \u6784\u5efa\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b\uff0c\u5728\u591a\u4e2a\u7ade\u8d5b\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7126\u94ec\u662f\u4e00\u79cd <strong>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09<\/strong>\u4e5f\u88ab\u5e7f\u6cdb\u4f7f\u7528\uff0c\u7279\u522b\u662f\u5728 <strong>\u62e5\u62b1\u7684\u8138<\/strong> \u4e0e\u56fe\u4e66\u9986\u6574\u5408 <strong>\u53d8\u5f62\u91d1\u521a<\/strong> \u5bf9\u4e8e\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u3001\u7ffb\u8bd1\u548c\u6587\u672c\u751f\u6210\u4efb\u52a1\u800c\u8a00\uff0cPytoch \u662f\u4e00\u4e2a\u91cd\u8981\u7684\u7ec4\u6210\u90e8\u5206\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GPT \u6a21\u5f0f<\/strong>\u4e3b\u8981\u7528 Python \u5b9e\u73b0\uff0c\u53ef\u7528\u4e8e\u5404\u79cd\u4efb\u52a1\uff0c\u5305\u62ec\u6587\u672c\u751f\u6210\u3001\u95ee\u9898\u89e3\u7b54\u3001\u7ffb\u8bd1\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f3a\u5316\u5b66\u4e60<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7126\u94ec\u662f\u4e00\u79cd <strong>\u5f3a\u5316\u5b66\u4e60<\/strong>\u4f8b\u5982\u76f4\u89c2\u7684\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u53ef\u4ee5\u8f7b\u677e\u8bbe\u7f6e\u548c\u5b9e\u9a8c\u590d\u6742\u7684\u5f3a\u5316\u5b66\u4e60\u73af\u5883\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>OpenAI<\/strong>\u7684 Gym \u73af\u5883\u4e0e Pytoch \u96c6\u6210\uff0c\u53ef\u8f7b\u677e\u5f00\u53d1\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u533b\u5b66\u5f71\u50cf\u5206\u6790<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u533b\u5b66\u5f71\u50cf\u5206\u6790<\/strong>Pytorch \u8fd8\u63a8\u52a8\u4e86\u8be5\u9886\u57df\u7684\u5927\u91cf\u521b\u65b0\u3002 <strong>\u78c1\u5171\u632f\u6210\u50cf<\/strong>, <strong>CT \u626b\u63cf<\/strong> \u5206\u6790\u533b\u5b66\u5f71\u50cf\uff0c\u53ca\u65e9\u53d1\u73b0\u75be\u75c5\u3002Pytorch \u5728\u8fd9\u4e9b\u4efb\u52a1\u4e2d\u7684\u5e94\u7528\u6b63\u5728\u52a0\u901f\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684\u81ea\u52a8\u5316\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u65af\u5766\u798f\u5927\u5b66<\/strong>\u6b63\u5728\u4f7f\u7528 Pytoch \u5f00\u53d1\u4e00\u79cd\u8bca\u65ad\u76ae\u80a4\u764c\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u4ee5\u63d0\u4f9b\u51c6\u786e\u7684\u8bca\u65ad\u3002<\/li>\n<\/ul>\n\n\n<style>.kb-image2518_6da1db-eb .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2518_6da1db-eb img.kb-img, .kb-image2518_6da1db-eb .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2518_6da1db-eb\"><figure class=\"aligncenter size-medium\"><img decoding=\"async\" src=\"https:\/\/ailib.secondlife.lol\/wp-content\/uploads\/2024\/09\/image-8-300x300.jpg\" alt=\"\ud30c\uc774\ud1a0\uce58 \uc124\uce58 \ud3ec\uc2a4\ud2b8 \uadf8\ub9bc-\ud30c\uc774\ud1a0\uce58 \ud65c\uc6a9\" class=\"kb-img wp-image-2807\"\/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u6709\u6761\u4e0d\u7d0a\uff1a\u4ece\u5b89\u88c5\u5230\u4f7f\u7528 Python<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u672c\u5e16\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528 <strong>\u5b89\u88c5 Pytorch<\/strong> \u4ece\u5982\u4f55\u4f7f\u7528 Python\uff0c\u5230\u7248\u672c\u68c0\u67e5\uff0c\u5230 Python \u4e0e TensorFlow \u7684\u533a\u522b\uff0c\u518d\u5230 Python \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u793a\u4f8b\uff0cPython \u51ed\u501f\u5176\u76f4\u89c2\u7075\u6d3b\u7684\u754c\u9762\u5728\u7814\u7a76\u548c\u5b9e\u8df5\u4e2d\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\u3002\u73b0\u5728\uff0c\u60a8\u53ef\u4ee5\u5b89\u88c5 Python \u5e76\u5f00\u59cb\u5728\u60a8\u7684\u9879\u76ee\u4e2d\u4f7f\u7528\u5b83\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"># \u672f\u8bed\u8868<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>- PyTorch<br><\/strong><br>\u57fa\u4e8e Python \u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\uff0c\u652f\u6301\u52a8\u6001\u56fe\uff0c\u7528\u4e8e\u5f00\u53d1\u5b9e\u9a8c\u6027\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<br><br><strong>- \u5f20\u91cf\u6d41<br><\/strong><br>\u8fd9\u662f\u4e00\u4e2a\u7531\u8c37\u6b4c\u5f00\u53d1\u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\uff0c\u5b83\u57fa\u4e8e\u9759\u6001\u56fe\u6765\u4f18\u5316\u6027\u80fd\uff0c\u5e76\u62e5\u6709\u5f3a\u5927\u7684\u90e8\u7f72\u5de5\u5177\u3002<br><br><strong>- \u52a8\u6001\u56fe\u8868<br><\/strong><br>\u4f7f\u7528 Pytorch\uff0c\u60a8\u53ef\u4ee5\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u5b9e\u65f6\u4fee\u6539\u548c\u8c03\u8bd5\u56fe\u8868\u3002<br><br><strong>- \u9759\u6001\u56fe\u8868<br><\/strong><br>TensorFlow \u4e2d\u4f7f\u7528\u7684\u4e00\u79cd\u56fe\u65b9\u6cd5\uff0c\u4e00\u65e6\u521b\u5efa\u5c31\u4e0d\u53ef\u53d8\u3002\u8fd9\u5bf9\u4f18\u5316\u6027\u80fd\u5f88\u6709\u5e2e\u52a9\uff0c\u4f46\u5f88\u96be\u8c03\u8bd5\u3002<br><br><strong>- CUDA<br><\/strong><br>\u82f1\u4f1f\u8fbe\u2122\uff08NVIDIA\u00ae\uff09\u5f00\u53d1\u7684\u4e00\u79cd GPU \u5e76\u884c\u8ba1\u7b97\u6280\u672f\uff0c\u53ef\u663e\u8457\u52a0\u5feb\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u901f\u5ea6\u3002<br><br><strong>- \u53d8\u5f62\u91d1\u521a<br><\/strong><br>\u5b83\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u4e2d\u5e38\u7528\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0cGPT \u548c BERT \u7b49\u5927\u578b\u8bed\u8a00\u6a21\u578b\u90fd\u662f\u57fa\u4e8e\u8fd9\u79cd\u7ed3\u6784\u3002<br><br><strong>- \u7269\u4f53\u68c0\u6d4b<br><\/strong><br>\u8ba1\u7b97\u673a\u89c6\u89c9\u662f\u4e00\u79cd\u5728\u56fe\u50cf\u6216\u89c6\u9891\u4e2d\u67e5\u627e\u7279\u5b9a\u5bf9\u8c61\u7684\u6280\u672f\uff0cPython \u7684 torchvision \u5e93\u53ef\u4ee5\u8f7b\u677e\u5904\u7406\u8fd9\u79cd\u6280\u672f\u3002<br><br><strong>- \u5f3a\u5316\u5b66\u4e60<br><\/strong><br>\u8fd9\u662f\u4e00\u79cd\u8ba9\u4eba\u5de5\u667a\u80fd\u4e0e\u73af\u5883\u4e92\u52a8\u5e76\u81ea\u4e3b\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u5728 Python \u548c OpenAI Gym \u73af\u5883\u4e2d\u5f88\u5bb9\u6613\u5b9e\u73b0\u3002<br><br><strong>- \u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09<br><\/strong><br>\u8fd9\u662f\u4e00\u79cd\u80fd\u8ba9\u8ba1\u7b97\u673a\u7406\u89e3\u548c\u5904\u7406\u4eba\u7c7b\u8bed\u8a00\u7684\u6280\u672f\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 Pytoch \u548c\u62e5\u62b1\u8138\u5e93\u8f7b\u677e\u5efa\u7acb\u6a21\u578b\u3002<br><br><strong>- \u533b\u5b66\u5f71\u50cf\u5206\u6790<br><\/strong><br>\u4e00\u79cd\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u81ea\u52a8\u5206\u6790 CT\u3001X \u5149\u548c\u6838\u78c1\u5171\u632f\u6210\u50cf\u7b49\u533b\u5b66\u56fe\u50cf\u4ee5\u8bca\u65ad\u75be\u75c5\u7684\u6280\u672f\u3002<\/code><\/pre>","protected":false},"excerpt":{"rendered":"<p>\u5f53\u60a8\u60f3\u5f00\u59cb\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u65f6\uff0c\u7b2c\u4e00\u6b65\u5c31\u662f\u9009\u62e9\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6...<\/p>","protected":false},"author":3,"featured_media":4807,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[7],"tags":[226,224,235,234,233,236,237],"class_list":["post-2518","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-coding","tag-226","tag-224","tag-235","tag-234","tag-233","tag-236","tag-237"],"taxonomy_info":{"category":[{"value":7,"label":"\uc778\uacf5\uc9c0\ub2a5(AI)"}],"post_tag":[{"value":226,"label":"\ub525\ub7ec\ub2dd"},{"value":224,"label":"\uba38\uc2e0\ub7ec\ub2dd"},{"value":235,"label":"\uc778\uacf5\uc9c0\ub2a5"},{"value":234,"label":"\ud30c\uc774\ud1a0\uce58 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