{"id":332,"date":"2019-04-08T20:11:49","date_gmt":"2019-04-08T12:11:49","guid":{"rendered":"https:\/\/www.deepfakescn.com\/?p=332"},"modified":"2019-04-08T21:28:34","modified_gmt":"2019-04-08T13:28:34","slug":"%e7%8e%a9deepfakes-%e9%80%89%e4%bb%80%e4%b9%88%e6%98%be%e5%8d%a1%e5%a5%bd%ef%bc%9fgtx1080%e4%b8%8ertx2080%e8%b0%81%e6%89%8d%e6%98%af%e6%80%a7%e4%bb%b7%e6%af%94%e4%b9%8b%e7%8e%8b%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.deepfaker.xyz\/?p=332","title":{"rendered":"\u73a9Deepfakes \u9009\u4ec0\u4e48\u663e\u5361\u597d\uff1fRTX,GTX, Tesla, 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RNN\u6570\u503c\u662f\u6307\u957f\u5ea6&lt;100\u7684\u6bb5\u5e8f\u5217\u7684biLSTM\u6027\u80fd\u3002<\/p>\n<p>\u8fd9\u9879\u57fa\u51c6\u6d4b\u8bd5\u662f\u7528PyTorch 1.0.1\u548cCUDA 10\u5b8c\u6210\u7684\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-345\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_RTX.png\" alt=\"\" width=\"1573\" height=\"918\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_RTX.png@!full 1573w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_RTX.png@!medium 300w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_RTX.png@!medium_large 768w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_RTX.png@!large 1024w\" sizes=\"(max-width: 1573px) 100vw, 1573px\" \/><\/p>\n<p>\u25b3<strong>GPU\u548cTPU\u7684\u6027\u80fd\u6570\u636e 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Ti\u8fdb\u884c\u7684\uff0c\u5bf9\u4e8e\u5176\u4ed6GPU\u5219\u7ebf\u6027\u7f29\u653e\u4e86\u6027\u80fd\u5dee\u5f02\u3002<\/li>\n<li>\u501f\u7528\u4e86\u73b0\u6709\u7684CNN\u57fa\u51c6\u6d4b\u8bd5\u3002<\/li>\n<li>\u7528\u4e86\u4e9a\u9a6c\u900a\u548ceBay\u4e0a\u663e\u5361\u7684\u5e73\u5747\u552e\u4ef7\u4f5c\u4e3aGPU\u7684\u53c2\u8003\u6210\u672c\u3002<\/li>\n<\/ul>\n<p>\u6700\u540e\uff0c\u53ef\u4ee5\u5f97\u51faCNN\u3001RNN\u548cTransformer\u7684\u5f52\u4e00\u5316\u6027\u80fd\/\u6210\u672c\u6bd4\u503c\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-346\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_per_dollar_RTX.png\" alt=\"\" width=\"1573\" height=\"918\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_per_dollar_RTX.png@!full 1573w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_per_dollar_RTX.png@!medium 300w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_per_dollar_RTX.png@!medium_large 768w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/performance_per_dollar_RTX.png@!large 1024w\" sizes=\"(max-width: 1573px) 100vw, 1573px\" \/><\/p>\n<p><strong>\u25b3CNN\u3001RNN\u548cTransformer\u7684\u6bcf\u7f8e\u5143\u6027\u80fd<\/strong><\/p>\n<p>\u5728\u4e0a\u9762\u8fd9\u5f20\u56fe\u4e2d\uff0c\u6570\u5b57\u8d8a\u5927\u4ee3\u8868\u6bcf\u4e00\u7f8e\u5143\u80fd\u4e70\u5230\u7684\u6027\u80fd\u8d8a\u5f3a\u3002\u53ef\u4ee5\u770b\u51fa\uff0c RTX 2060\u6bd4RTX 2070\uff0cRTX 2080\u6216RTX 2080 Ti\u66f4\u5177\u6210\u672c\u6548\u76ca\uff0c\u751a\u81f3\u662fTesla V100\u6027\u4ef7\u6bd4\u76845\u500d\u4ee5\u4e0a\u3002<\/p>\n<p>\u6240\u4ee5\u6b64\u8f6e\u7684\u6027\u4ef7\u6bd4\u4e4b\u738b\u5df2\u7ecf\u786e\u5b9a\uff0c\u662fRTX 2060\u65e0\u7591\u4e86\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u8fd9\u79cd\u8003\u91cf\u65b9\u5f0f\u66f4\u504f\u5411\u4e8e\u5c0f\u578bGPU\uff0c\u4e14\u56e0\u4e3a\u6e38\u620f\u73a9\u5bb6\u4e0d\u559c\u6b22RTX\u7cfb\u5217\u663e\u5361\uff0c\u5bfc\u81f4GTX 10xx\u7cfb\u5217\u7684\u663e\u5361\u552e\u4ef7\u865a\u9ad8\u3002\u6b64\u5916\uff0c\u8fd8\u5b58\u5728\u4e00\u5b9a\u7684\u5355GPU\u504f\u5dee\uff0c\u4e00\u53f0\u67094\u4e2aRTX 2080 Ti\u7684\u8ba1\u7b97\u673a\u6bd4\u4e24\u53f0\u5e268\u4e2aRTX 2060\u7684\u8ba1\u7b97\u673a\u6027\u4ef7\u6bd4\u66f4\u9ad8\u3002<\/p>\n<p>\u6240\u9700\u663e\u5b58\u4e0e16\u4f4d\u8bad\u7ec3<\/p>\n<p>GPU\u7684\u663e\u5b58\u5bf9\u67d0\u4e9b\u5e94\u7528\u81f3\u5173\u91cd\u8981\uff0c\u6bd4\u5982\u5e38\u89c1\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u673a\u5668\u7ffb\u8bd1\u548c\u4e00\u90e8\u5206NLP\u5e94\u7528\u3002\u53ef\u80fd\u4f60\u8ba4\u4e3aRTX 2070\u5177\u6709\u6210\u672c\u6548\u76ca\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u5176\u663e\u5b58\u5f88\u5c0f\uff0c\u53ea\u67098 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decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-347\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/QQ\u622a\u56fe20190408200325.jpg\" alt=\"\" width=\"678\" height=\"329\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/QQ\u622a\u56fe20190408200325.jpg@!full 678w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/QQ\u622a\u56fe20190408200325.jpg@!medium 300w\" sizes=\"(max-width: 678px) 100vw, 678px\" 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https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/QQ\u622a\u56fe20190408200341.jpg@!medium 300w\" sizes=\"(max-width: 636px) 100vw, 636px\" \/><\/p>\n<p>TensorFlow\u548cPyTorch\u5bf9AMD GPU\u6709\u4e00\u5b9a\u7684\u652f\u6301\uff0c\u6240\u6709\u4e3b\u8981\u7684\u7f51\u7edc\u90fd\u53ef\u4ee5\u5728AMD GPU\u4e0a\u8fd0\u884c\uff0c\u4f46\u5982\u679c\u60f3\u5f00\u53d1\u65b0\u7684\u7f51\u7edc\uff0c\u53ef\u80fd\u6709\u4e9b\u7ec6\u8282\u4f1a\u4e0d\u652f\u6301\u3002<\/p>\n<p>\u5bf9\u4e8e\u90a3\u4e9b\u53ea\u5e0c\u671bGPU\u80fd\u591f\u987a\u5229\u8fd0\u884c\u7684\u666e\u901a\u7528\u6237\uff0cTim\u5e76\u4e0d\u63a8\u8350AMD\u3002\u4f46\u662f\u652f\u6301AMD GPU\u548cROCm\u5f00\u53d1\u4eba\u5458\uff0c\u4f1a\u6709\u52a9\u4e8e\u6253\u51fb\u82f1\u4f1f\u8fbe\u7684\u5784\u65ad\u5730\u4f4d\uff0c\u5c06\u4f7f\u6bcf\u4e2a\u4eba\u957f\u671f\u53d7\u76ca\u3002<\/p>\n<p><strong>\u82f1\u7279\u5c14\uff1a<\/strong><\/p>\n<p>Tim\u66fe\u7ecf\u5c1d\u8bd5\u8fc7\u81f3\u5f3a\u878d\u6838\uff08Xeon 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width=\"661\" height=\"353\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/QQ\u622a\u56fe20190408200420.jpg@!full 661w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/04\/QQ\u622a\u56fe20190408200420.jpg@!medium 300w\" sizes=\"(max-width: 661px) 100vw, 661px\" \/><\/p>\n<p>\u5982\u679c\u770b\u4e00\u4e0b\u5177\u6709\u5f20\u91cf\u6838\u5fc3\u7684V100 GPU\u4e0eTPUv2\u7684\u6027\u80fd\u6307\u6807\uff0c\u53ef\u4ee5\u53d1\u73b0\u4e24\u4e2a\u7cfb\u7edf\u7684\u6027\u80fd\u51e0\u4e4e\u76f8\u540c\u3002<\/p>\n<p>TPU\u672c\u8eab\u652f\u6301TensorFlow\uff0c\u5bf9PyTorch\u7684\u652f\u6301\u4e5f\u5728\u8bd5\u9a8c\u4e2d\u3002<\/p>\n<p>TPU\u5728\u8bad\u7ec3\u5927\u578bTransformer 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Advice for Using GPUs in Deep Learning<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" src=\"http:\/\/timdettmers.com\/2019\/04\/03\/which-gpu-for-deep-learning\/embed\/#?secret=tRn8Vt8Hjq\" data-secret=\"tRn8Vt8Hjq\" width=\"600\" height=\"338\" title=\"&#8220;Which GPU(s) to Get for Deep Learning: My Experience and Advice for Using GPUs in Deep Learning&#8221; &#8212; Tim Dettmers\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f00\u59cb\u5165\u5751deepfakes\u4e4b\u540e\uff0c\u53d1\u73b0\u663e\u5361\u662f\u4e2a\u6781\u5176\u91cd\u8981\u7684\u4e1c\u897f\uff0c\u800c\u9ad8\u914d\u663e\u5361\u90fd\u975e\u5e38\u8d35\u3002\u6240\u4ee5\u5982\u4f55\u9009\u62e9\u4e00\u5f20\u9002\u5408deepf 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