{"id":90118,"date":"2024-03-01T05:27:56","date_gmt":"2024-02-29T21:27:56","guid":{"rendered":"http:\/\/lrxjmw.cn\/?p=90118"},"modified":"2024-03-01T05:27:56","modified_gmt":"2024-02-29T21:27:56","slug":"aws-construction-ai","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/aws-construction-ai.html","title":{"rendered":"AWS\u52a9\u529bONNX\u5efa\u8bbeAI"},"content":{"rendered":"<table>\n<tbody>\n<tr>\n<td style=\"padding: 5px 12px; width: 25px; font-size: 22px; text-align: center; background: #E8E8E8; line-height: 30px; color: #999;\">\u5bfc\u8bfb<\/td>\n<td style=\"padding: 10px 10px 12px; line-height: 20px;\"><strong>AWS \u6700\u8fd1\u6210\u4e3a\u4e86\u52a0\u5165\u6df1\u5ea6\u5b66\u4e60\u793e\u533a\u7684\u5f00\u653e\u795e\u7ecf\u7f51\u7edc\u4ea4\u6362Open Neural Network Exchange\uff08ONNX\uff09\u534f\u4f5c\u7684\u6280\u672f\u516c\u53f8\uff0c\u6700\u8fd1\u5728\u65e0\u969c\u788d\u548c\u53ef\u4e92\u64cd\u4f5cfrictionless and interoperable\u7684\u73af\u5883\u4e2d\u63a8\u51fa\u4e86\u9ad8\u7ea7\u4eba\u5de5\u667a\u80fd\u3002\u7531 Facebook \u548c\u5fae\u8f6f\u9886\u5934\u4e86\u8be5\u534f\u4f5c\u3002<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4f5c\u4e3a\u8be5\u5408\u4f5c\u7684\u4e00\u90e8\u5206\uff0cAWS \u5f00\u6e90\u5176\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6 Python \u8f6f\u4ef6\u5305 ONNX-MXNet\uff0c\u8be5\u6846\u67b6\u63d0\u4f9b\u4e86\u8de8\u591a\u79cd\u8bed\u8a00\u7684\u7f16\u7a0b\u63a5\u53e3\uff08API\uff09\uff0c\u5305\u62ec Python\u3001Scala \u548c\u5f00\u6e90\u7edf\u8ba1\u8f6f\u4ef6 R\u3002<\/p>\n<p>AWS \u6df1\u5ea6\u5b66\u4e60\u5de5\u7a0b\u7ecf\u7406 Hagay Lupesko \u548c\u8f6f\u4ef6\u5f00\u53d1\u4eba\u5458 Roshani Nagmote \u4e0a\u5468\u5728\u4e00\u7bc7\u5e16\u5b50\u4e2d\u5199\u9053\uff0cONNX \u683c\u5f0f\u5c06\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u6784\u5efa\u548c\u8bad\u7ec3\u5176\u5b83\u6846\u67b6\u7684\u6a21\u578b\uff0c\u5305\u62ec PyTorch\u3001Microsoft Cognitive Toolkit \u6216 Caffe2\u3002\u5b83\u53ef\u4ee5\u8ba9\u5f00\u53d1\u4eba\u5458\u5c06\u8fd9\u4e9b\u6a21\u578b\u5bfc\u5165 MXNet\uff0c\u5e76\u8fd0\u884c\u5b83\u4eec\u8fdb\u884c\u63a8\u7406\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>\u5bf9\u5f00\u53d1\u8005\u7684\u5e2e\u52a9<\/strong><\/div>\n<p>\u4eca\u5e74\u590f\u5929\uff0cFacebook \u548c\u5fae\u8f6f\u63a8\u51fa\u4e86 ONNX\uff0c\u4ee5\u652f\u6301\u5171\u4eab\u6a21\u5f0f\u7684\u4e92\u64cd\u4f5c\u6027\uff0c\u6765\u4fc3\u8fdb AI \u7684\u53d1\u5c55\u3002\u5fae\u8f6f\u63d0\u4ea4\u4e86\u5176 Cognitive Toolkit\u3001Caffe2 \u548c PyTorch \u6765\u652f\u6301 ONNX\u3002<\/p>\n<p>\u5fae\u8f6f\u8868\u793a\uff1aCognitive Toolkit \u548c\u5176\u4ed6\u6846\u67b6\u4f7f\u5f00\u53d1\u4eba\u5458\u66f4\u5bb9\u6613\u6784\u5efa\u548c\u8fd0\u884c\u8ba1\u7b97\u56fe\u4ee5\u8868\u8fbe\u795e\u7ecf\u7f51\u7edc\u3002<\/p>\n<p>ONNX \u4ee3\u7801\u548c\u6587\u6863\u7684\u521d\u59cb\u7248\u672c\u5df2\u7ecf\u653e\u5230\u4e86 Github\u3002<\/p>\n<p>AWS \u548c\u5fae\u8f6f\u4e0a\u4e2a\u6708\u5ba3\u5e03\u4e86\u5728 Apache MXNet \u4e0a\u7684\u4e00\u4e2a\u65b0 Gluon \u63a5\u53e3\u8ba1\u5212\uff0c\u8be5\u8ba1\u5212\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u6784\u5efa\u548c\u8bad\u7ec3\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n<p>Tractica \u7684\u7814\u7a76\u603b\u76d1 Aditya Kaul \u89c2\u5bdf\u5230\uff1a\u201cGluon \u662f\u4ed6\u4eec\u8bd5\u56fe\u4e0e Google \u7684 Tensorflow \u7ade\u4e89\u7684\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u7684\u5ef6\u4f38\u201d\u3002<\/p>\n<p>\u4ed6\u544a\u8bc9 LinuxInsider\uff0c\u201c\u8c37\u6b4c\u5728\u8fd9\u70b9\u4e0a\u7684\u758f\u5ffd\u662f\u975e\u5e38\u660e\u663e\u7684\uff0c\u4f46\u4e5f\u8bf4\u660e\u4e86\u4ed6\u4eec\u5728\u5e02\u573a\u4e0a\u7684\u4e3b\u5bfc\u5730\u4f4d\u3002\u201d<\/p>\n<p>Kaul \u8bf4\uff1a\u201c\u751a\u81f3 Tensorflow \u4e5f\u662f\u5f00\u6e90\u7684\uff0c\u6240\u4ee5\u5f00\u6e90\u5728\u8fd9\u91cc\u5e76\u4e0d\u662f\u4ec0\u4e48\u5927\u4e8b\uff0c\u4f46\u8fd9\u5f52\u7ed3\u5230\u5e95\u662f\u5176\u4ed6\u751f\u6001\u7cfb\u7edf\u8054\u624b\u4e0e\u8c37\u6b4c\u7ade\u4e89\u3002\u201d<\/p>\n<p>\u6839\u636e AWS \u7684\u8bf4\u6cd5\uff0c\u672c\u6708\u65e9\u4e9b\u65f6\u5019\uff0cApache MXNet \u793e\u533a\u63a8\u51fa\u4e86 MXNet \u7684 0.12 \u7248\u672c\uff0c\u5b83\u6269\u5c55\u4e86 Gluon \u7684\u529f\u80fd\uff0c\u4ee5\u4fbf\u8fdb\u884c\u65b0\u7684\u5c16\u7aef\u7814\u7a76\u3002\u5b83\u7684\u65b0\u529f\u80fd\u4e4b\u4e00\u662f\u53d8\u5206 dropout\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u4f7f\u7528 dropout \u6280\u672f\u6765\u7f13\u89e3\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u8fc7\u62df\u5408\u3002<\/p>\n<p>AWS \u6307\u51fa\uff1a\u5377\u79ef RNN\u3001LSTM \u7f51\u7edc\u548c\u95e8\u63a7\u5faa\u73af\u5355\u5143\uff08GRU\uff09\u5141\u8bb8\u4f7f\u7528\u57fa\u4e8e\u65f6\u95f4\u7684\u5e8f\u5217\u548c\u7a7a\u95f4\u7ef4\u5ea6\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u5efa\u6a21\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>\u6846\u67b6\u4e2d\u7acb\u65b9\u5f0f<\/strong><\/div>\n<p>Tirias Research \u7684\u9996\u5e2d\u5206\u6790\u5e08 Paul Teich \u8bf4\uff1a\u201c\u8fd9\u770b\u8d77\u6765\u50cf\u662f\u4e00\u4e2a\u63d0\u4f9b\u63a8\u7406\u7684\u597d\u65b9\u6cd5\uff0c\u800c\u4e0d\u7ba1\u662f\u4ec0\u4e48\u6846\u67b6\u751f\u6210\u7684\u6a21\u578b\u3002\u201d<\/p>\n<p>\u4ed6\u544a\u8bc9 LinuxInsider\uff1a\u201c\u8fd9\u57fa\u672c\u4e0a\u662f\u4e00\u79cd\u6846\u67b6\u4e2d\u7acb\u7684\u63a8\u7406\u65b9\u5f0f\u3002\u201d<\/p>\n<p>Teich \u6307\u51fa\uff0c\u50cf AWS\u3001\u5fae\u8f6f\u7b49\u4e91\u63d0\u4f9b\u5546\u5728\u5ba2\u6237\u7684\u538b\u529b\u4e0b\u53ef\u4ee5\u5728\u4e00\u4e2a\u7f51\u7edc\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u540c\u65f6\u63d0\u4f9b\u53e6\u4e00\u4e2a\u7f51\u7edc\uff0c\u4ee5\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u6211\u8ba4\u4e3a\u8fd9\u662f\u8fd9\u4e9b\u4f9b\u5e94\u5546\u68c0\u67e5\u4e92\u64cd\u4f5c\u6027\u7684\u4e00\u79cd\u57fa\u672c\u65b9\u5f0f\u3002\u201d<\/p>\n<p>Tractica \u7684 Kaul \u6307\u51fa\uff1a\u201c\u6846\u67b6\u4e92\u64cd\u4f5c\u6027\u662f\u4e00\u4ef6\u597d\u4e8b\uff0c\u8fd9\u4f1a\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u786e\u4fdd\u4ed6\u4eec\u5efa\u7acb\u5728 MXNet \u6216 Caffe \u6216 CNTK \u4e0a\u7684\u6a21\u578b\u53ef\u4ee5\u4e92\u64cd\u4f5c\u3002\u201d<\/p>\n<p>\u81f3\u4e8e\u8fd9\u79cd\u4e92\u64cd\u4f5c\u6027\u5982\u4f55\u9002\u7528\u4e8e\u73b0\u5b9e\u4e16\u754c\uff0cTeich \u6307\u51fa\uff0c\u8bf8\u5982\u81ea\u7136\u8bed\u8a00\u7ffb\u8bd1\u6216\u8bed\u97f3\u8bc6\u522b\u7b49\u6280\u672f\u5c06\u8981\u6c42\u5c06 Alexa \u7684\u8bed\u97f3\u8bc6\u522b\u6280\u672f\u6253\u5305\u5e76\u4ea4\u4ed8\u7ed9\u53e6\u4e00\u4e2a\u5f00\u53d1\u4eba\u5458\u7684\u5d4c\u5165\u5f0f\u73af\u5883\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>\u611f\u8c22\u5f00\u6e90<\/strong><\/div>\n<p>ThinkStrategies \u7684\u603b\u7ecf\u7406 Jeff Kaplan \u8868\u793a\uff1a\u201c\u5c3d\u7ba1\u5b58\u5728\u7ade\u4e89\u5dee\u5f02\uff0c\u4f46\u8fd9\u4e9b\u516c\u53f8\u90fd\u8ba4\u8bc6\u5230\u4ed6\u4eec\u5728\u5f00\u6e90\u8fd0\u52a8\u6240\u5e26\u6765\u7684\u8f6f\u4ef6\u5f00\u53d1\u8fdb\u6b65\u65b9\u9762\u6240\u53d6\u5f97\u7684\u5de8\u5927\u6210\u529f\u3002\u201d<\/p>\n<p>\u4ed6\u544a\u8bc9 LinuxInsider\uff1a\u201c\u5f00\u653e\u5f0f\u795e\u7ecf\u7f51\u7edc\u4ea4\u6362\uff08ONNX\uff09\u81f4\u529b\u4e8e\u5728\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u4ea7\u751f\u7c7b\u4f3c\u7684\u4f18\u52bf\u548c\u521b\u65b0\u3002\u201d<\/p>\n<p>\u8d8a\u6765\u8d8a\u591a\u7684\u5927\u578b\u79d1\u6280\u516c\u53f8\u5df2\u7ecf\u5ba3\u5e03\u4f7f\u7528\u5f00\u6e90\u6280\u672f\u6765\u52a0\u5feb AI \u534f\u4f5c\u5f00\u53d1\u7684\u8ba1\u5212\uff0c\u4ee5\u4fbf\u521b\u5efa\u66f4\u52a0\u7edf\u4e00\u7684\u5f00\u53d1\u548c\u7814\u7a76\u5e73\u53f0\u3002<\/p>\n<p>AT\uff06T \u51e0\u5468\u524d\u5ba3\u5e03\u4e86\u4e0e TechMahindra \u548c Linux \u57fa\u91d1\u4f1a\u5408\u4f5c\u63a8\u51fa Acumos \u9879\u76ee\u7684\u8ba1\u5212\u3002\u8be5\u5e73\u53f0\u65e8\u5728\u5f00\u62d3\u7535\u4fe1\u3001\u5a92\u4f53\u548c\u6280\u672f\u65b9\u9762\u7684\u5408\u4f5c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>via: <a class=\"ext\" href=\"https:\/\/www.linuxinsider.com\/story\/AWS-to-Help-Build-ONNX-Open-Source-AI-Platform-84971.html\" target=\"_blank\" rel=\"external nofollow noopener\">https:\/\/www.linuxinsider.com\/story\/AWS-to-Help-Build-ONNX-Open-Source-AI-Platform-84971.html<\/a><\/p>\n<p>\u4f5c\u8005\uff1a<a class=\"ext\" href=\"https:\/\/www.linuxinsider.com\/story\/AWS-to-Help-Build-ONNX-Open-Source-AI-Platform-84971.html#searchbyline\" target=\"_blank\" rel=\"external nofollow noopener\">David Jones<\/a> \u8bd1\u8005\uff1a<a class=\"ext\" href=\"https:\/\/github.com\/geekpi\" target=\"_blank\" rel=\"external nofollow noopener\">geekpi<\/a> \u6821\u5bf9\uff1a<a class=\"ext\" href=\"https:\/\/github.com\/wxy\" target=\"_blank\" rel=\"external nofollow noopener\">wxy<\/a><\/p>\n<p>\u672c\u6587\u7531 <a class=\"ext\" href=\"https:\/\/github.com\/LCTT\/TranslateProject\" target=\"_blank\" rel=\"external nofollow noopener\">LCTT<\/a> \u539f\u521b\u7f16\u8bd1\uff0c<a href=\"https:\/\/linux.cn\/article-9129-1.html\">Linux\u4e2d\u56fd<\/a> \u8363\u8a89\u63a8\u51fa<\/p>\n<blockquote>\n<p style=\"text-align: left; color: #88a6a4;\">\u539f\u6587\u6765\u81ea\uff1a<a href=\"https:\/\/linux.cn\/article-9129-1.html\" target=\"_blank\" rel=\"noopener\">https:\/\/linux.cn\/article-9129-1.html<\/a><\/p>\n<p style=\"text-align: left; color: #88a6a4;\">\u672c\u6587\u5730\u5740\uff1a<a href=\"http:\/\/lrxjmw.cn\/aws-construction-ai.html\" target=\"_blank\" rel=\"noopener\">http:\/\/lrxjmw.cn\/aws-construction-ai.html<\/a><span style=\"float: right;\">\u7f16\u8f91\uff1a\u51af\u745e\u6d9b\uff0c\u5ba1\u6838\u5458\uff1a\u9004\u589e\u5b9d<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bfb AWS \u6700\u8fd1\u6210\u4e3a\u4e86\u52a0\u5165\u6df1\u5ea6\u5b66\u4e60\u793e\u533a\u7684\u5f00\u653e\u795e\u7ecf\u7f51\u7edc\u4ea4\u6362Open Neural Network Exchan [&hellip;]<\/p>\n","protected":false},"author":1329,"featured_media":90119,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-90118","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"_links":{"self":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/90118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/users\/1329"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=90118"}],"version-history":[{"count":3,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/90118\/revisions"}],"predecessor-version":[{"id":90200,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/90118\/revisions\/90200"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/90119"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=90118"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=90118"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=90118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}