{"id":357826,"date":"2024-05-20T23:58:53","date_gmt":"2024-05-20T23:58:53","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=357826"},"modified":"-0001-11-30T00:00:00","modified_gmt":"2024-05-20T23:58:53","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=357826","title":{"rendered":"<span>\u0411\u044b\u0441\u0442\u0440\u044b\u0439 \u0434\u0435\u043d\u043e\u0439\u0437 \u0430\u0443\u0434\u0438\u043e \u0432 \u0432\u044b\u0441\u043e\u043a\u043e\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-1\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w780q1\/webt\/no\/kb\/ao\/nokbaojanlvogdwpil7uojioacy.jpeg\" alt=\"\u041d\u0435 \u0432\u0441\u0435\u0433\u0434\u0430 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0430\u0443\u0434\u0438\u043e \u0432 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e\u0439 \u0442\u0438\u0448\u0438\u043d\u0435\" data-src=\"https:\/\/habrastorage.org\/webt\/no\/kb\/ao\/nokbaojanlvogdwpil7uojioacy.jpeg\" data-blurred=\"true\"\/><br \/>  \u041d\u0435 \u0432\u0441\u0435\u0433\u0434\u0430 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0430\u0443\u0434\u0438\u043e \u0432 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e\u0439 \u0442\u0438\u0448\u0438\u043d\u0435<\/p>\n<p>  <\/p>\n<p>\u0414\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0434\u0430\u0432\u043d\u043e \u043c\u044b \u0441\u0434\u0435\u043b\u0430\u043b\u0438 \u0443 \u0441\u0435\u0431\u044f \u0432 \u0446\u0435\u043b\u043e\u043c \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u043d\u0435\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0434\u0435\u043d\u043e\u0439\u0437, \u0430 \u0432\u044b\u043b\u043e\u0436\u0438\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u0438 \u043a\u0430\u043a-\u0442\u043e \u0440\u0443\u043a\u0438 \u0432\u0441\u0451 \u043d\u0435 \u0434\u043e\u0445\u043e\u0434\u0438\u043b\u0438. \u0420\u0435\u0448\u0438\u043b\u0438 \u043d\u0430\u043a\u043e\u043d\u0435\u0446-\u0442\u043e \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0434\u0430\u043d\u043d\u043e\u0435 \u043d\u0435\u0434\u043e\u0440\u0430\u0437\u0443\u043c\u0435\u043d\u0438\u0435.<\/p>\n<p><a name=\"habracut\"><\/a>  <\/p>\n<p>\u041f\u043e\u0434\u0445\u043e\u0434\u044b \u043a \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438 \u0448\u0443\u043c\u043e\u0432 \u0432 \u0430\u0443\u0434\u0438\u043e, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u0445 \u0440\u0435\u0447\u044c, \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435. \u0415\u0441\u043b\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442\u044c \u043a \u044d\u0442\u043e\u043c\u0443 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439, \u043c\u043e\u0436\u043d\u043e \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0438\u0442\u044c \u043f\u043e\u043f\u044b\u0442\u043a\u0443 \u0438\u0437\u0431\u0430\u0432\u0438\u0442\u044c\u0441\u044f \u043e\u0442 \u0448\u0443\u043c\u0430 \u0441 \u043f\u043e\u043f\u044b\u0442\u043a\u043e\u0439 \u0443\u043b\u0443\u0447\u0448\u0438\u0442\u044c \u0437\u0432\u0443\u0447\u0430\u043d\u0438\u0435: \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u044d\u0444\u0444\u0435\u043a\u0442\u043e\u0432, \u0430\u0440\u0442\u0435\u0444\u0430\u043a\u0442\u043e\u0432, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u044d\u0445\u0430 \u0438\u043b\u0438 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0435\u0439 \u043c\u0438\u043a\u0440\u043e\u0444\u043e\u043d\u0430, \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u0432\u044b\u0441\u0438\u0442\u044c \u0447\u0430\u0441\u0442\u043e\u0442\u0443 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438. \u0422\u0430\u043a \u043c\u044b \u0438 \u043f\u043e\u0441\u0442\u0443\u043f\u0438\u043b\u0438.<\/p>\n<p>  <\/p>\n<p>\u0425\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u0435\u0449\u0435, \u0447\u0442\u043e\u0431\u044b \u043c\u043e\u0434\u0435\u043b\u044c \u0431\u044b\u043b\u0430 \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u043e\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0430 \u0431\u044b\u0441\u0442\u0440\u043e \u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043d\u0430 \u0432\u044b\u0445\u043e\u0434\u0435 \u0431\u044b\u043b\u043e \u0432\u044b\u0441\u043e\u043a\u0438\u043c.<\/p>\n<p>  <\/p>\n<p>\u041f\u043e\u043b\u0443\u0447\u0438\u043b\u043e\u0441\u044c, \u0432 \u0446\u0435\u043b\u043e\u043c, \u043d\u0435\u043f\u043b\u043e\u0445\u043e. \u041f\u0440\u0438\u043c\u0435\u0440\u044b \u0431\u0443\u0434\u0443\u0442 \u043d\u0438\u0436\u0435.<\/p>\n<p>  <\/p>\n<p>\u0412 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0441 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u043c\u0438 \u043f\u0440\u0435\u0442\u0440\u0435\u0439\u043d \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438 \u0434\u043b\u044f \u0434\u0435\u043d\u043e\u0439\u0437\u0438\u043d\u0433\u0430, \u043d\u0430\u0448\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u0447\u0430\u0441\u0442\u043e\u0442\u043e\u0439 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u0432\u044b\u0445\u043e\u0434\u0435 (denoiser \u043e\u0442 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\u0439 \u044d\u043a\u0441\u0442\u0440\u0435\u043c\u0438\u0441\u0442\u0441\u043a\u043e\u0439 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043b\u0438\u0448\u044c \u0434\u043b\u044f 16\u043a\u0413\u0446), \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 <strong>\u0431\u044b\u0441\u0442\u0440\u0435\u0435<\/strong> (\u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u0436\u0435 \u043d\u0430 \u043f\u043e\u0440\u044f\u0434\u043e\u043a) \u043d\u0430 CPU (\u0434\u043b\u044f \u0437\u0430\u043c\u0435\u0440\u043e\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 4 \u0442\u0440\u0435\u0434\u0430 \u043d\u0430 Intel\u00ae Core(TM) i9-10940X CPU @ 3.30GHz) \u0438 \u043b\u0435\u0433\u043a\u043e\u0432\u0435\u0441\u043d\u044b.<\/p>\n<p>  <\/p>\n<p>\u041f\u0440\u0438\u0432\u043e\u0436\u0443 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438 (\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u043f\u043e\u044f\u0432\u0438\u043b\u0438\u0441\u044c \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438, \u0443\u0436\u0435 \u0434\u0430\u0432\u043d\u043e \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e \u043d\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043e\u0432\u0430\u043b\u0438\u0441\u044c \u044d\u0442\u0438\u043c \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u043c, \u0435\u0441\u043b\u0438 \u0435\u0441\u0442\u044c \u0436\u0435\u043b\u0430\u043d\u0438\u0435, \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0438\u043c\u0438 \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445):<\/p>\n<p>  <\/p>\n<div class=\"scrollable-table\">\n<table>\n<thead>\n<tr>\n<th><strong>\u041c\u043e\u0434\u0435\u043b\u044c<\/strong><\/th>\n<th><strong>\u0427\u0430\u0441\u0442\u043e\u0442\u0430 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u0432\u044b\u0445\u043e\u0434\u0435<\/strong><\/th>\n<th><strong>\u0427\u0430\u0441\u0442\u043e\u0442\u0430 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u0432\u0445\u043e\u0434\u0435 (\u0441\u043c. \u043f\u0440\u0438\u043c.)<\/strong><\/th>\n<th><strong>RTF (\u043c\u0435\u043d\u044c\u0448\u0435 = \u0431\u044b\u0441\u0442\u0440\u0435\u0435)<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/github.com\/snakers4\/silero-models\/tree\/master#denoise\" rel=\"nofollow noopener noreferrer\">Silero Denoise SNS<\/a><\/td>\n<td>48000<\/td>\n<td>24000<\/td>\n<td><strong>0.29<\/strong><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/github.com\/snakers4\/silero-models\/tree\/master#denoise\" rel=\"nofollow noopener noreferrer\">Silero Denoise LNF<\/a><\/td>\n<td>48000<\/td>\n<td>24000<\/td>\n<td><strong>0.12<\/strong><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/github.com\/snakers4\/silero-models\/tree\/master#denoise\" rel=\"nofollow noopener noreferrer\">Silero Denoise SNF<\/a><\/td>\n<td>48000<\/td>\n<td>24000<\/td>\n<td><strong>0.10<\/strong><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/github.com\/haoheliu\/voicefixer\" rel=\"nofollow noopener noreferrer\">VoiceFixer<\/a><\/td>\n<td>44100<\/td>\n<td>44100<\/td>\n<td>0.71<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/github.com\/facebookresearch\/denoiser\" rel=\"nofollow noopener noreferrer\">denoiser<\/a> H=48<\/td>\n<td>16000<\/td>\n<td>16000<\/td>\n<td>0.60<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/github.com\/facebookresearch\/denoiser\" rel=\"nofollow noopener noreferrer\">denoiser<\/a> H=64<\/td>\n<td>16000<\/td>\n<td>16000<\/td>\n<td>1.00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>  <\/p>\n<p>*\u0427\u0430\u0441\u0442\u043e\u0442\u0430 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u0432\u0445\u043e\u0434\u0435 \u0443 silero-denoise \u0438 VoiceFixer \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043b\u044e\u0431\u043e\u0439, \u043d\u043e \u0434\u043e\u043b\u0436\u043d\u0430 \u0431\u044b\u0442\u044c \u0438\u043b\u0438 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u0430 \u043a \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u043e\u0439 &#171;\u0440\u0430\u0431\u043e\u0447\u0435\u0439&#187; \u0447\u0430\u0441\u0442\u043e\u0442\u0435 \u0441\u0435\u0442\u043a\u0438.<\/p>\n<p>  <\/p>\n<p>RTF \u2014 Real Time Factor (processing time \/ audio length); SNS \u2014 small, slow, LNF \u2014 large, fast, SNF \u2014 small, fast. \u0417\u0430\u043c\u0435\u0440\u044b \u043d\u0430 4 \u0442\u0440\u0435\u0434\u0430\u0445 Intel\u00ae Core(TM) i9-10940X CPU @ 3.30GHz<\/p>\n<p>  <\/p>\n<p>\u0415\u0441\u0442\u044c \u0438 \u0434\u0440\u0443\u0433\u0438\u0435, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u0438 \u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0434\u0435\u043d\u043e\u0439\u0437\u0430, \u0438 \u0432 \u0431\u043e\u043b\u0435\u0435 \u0443\u0437\u043a\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445 \u043e\u043d\u0438 \u043c\u043e\u0433\u0443\u0442 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u0441\u0438\u043b\u044c\u043d\u043e \u043b\u0443\u0447\u0448\u0435. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0434\u043b\u044f \u0441\u0442\u0430\u0446\u0438\u043e\u043d\u0430\u0440\u043d\u043e\u0433\u043e \u0448\u0443\u043c\u0430 \u043d\u0435\u043f\u043b\u043e\u0445\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438 \u0441\u043f\u0435\u043a\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u0434\u0435\u043d\u043e\u0439\u0437.<\/p>\n<p>  <\/p>\n<p>\u0421 \u0442\u043e\u0447\u043a\u0438 \u0437\u0440\u0435\u043d\u0438\u044f \u0437\u0432\u0443\u0447\u0430\u043d\u0438\u044f \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438 \u0448\u0443\u043c\u0430 \u043c\u043e\u0436\u0435\u0442\u0435 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0432\u044b\u0432\u043e\u0434\u044b \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 (\u043d\u0435 \u0432\u0441\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b, \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0433\u0440\u043e\u043c\u043e\u0437\u0434\u043a\u043e \u0431\u044b\u043b\u043e \u0431\u044b), \u0438\u043b\u0438 \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0432 <a href=\"https:\/\/github.com\/snakers4\/silero-models\/tree\/master#denoise\" rel=\"nofollow noopener noreferrer\">\u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e<\/a>:<\/p>\n<p>  <\/p>\n<div class=\"spoiler\" role=\"button\" tabindex=\"0\">                         <b class=\"spoiler_title\">\u041f\u0440\u043e\u0441\u0442\u043e \u0448\u0443\u043c:<\/b>                         <\/p>\n<div class=\"spoiler_text\">\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e0962d8d30c129a4d6\" data-style=\"\" id=\"652fb0e0962d8d30c129a4d6\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e13eb8e176bfdaf916\" data-style=\"\" id=\"652fb0e13eb8e176bfdaf916\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e2962d8d30c129a4d8\" data-style=\"\" id=\"652fb0e2962d8d30c129a4d8\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e22fbe8876a61ff78d\" data-style=\"\" id=\"652fb0e22fbe8876a61ff78d\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e33add783089783bf5\" data-style=\"\" id=\"652fb0e33add783089783bf5\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e33eb8e176bfdaf91e\" data-style=\"\" id=\"652fb0e33eb8e176bfdaf91e\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e4962d8d30c129a4e0\" data-style=\"\" id=\"652fb0e4962d8d30c129a4e0\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e43eb8e176bfdaf920\" data-style=\"\" id=\"652fb0e43eb8e176bfdaf920\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e4962d8d30c129a4e2\" data-style=\"\" id=\"652fb0e4962d8d30c129a4e2\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e572e08276d7b38fb9\" data-style=\"\" id=\"652fb0e572e08276d7b38fb9\" width=\"\"><\/div>\n<\/div>\n<\/div><\/div>\n<p>  <\/p>\n<div class=\"spoiler\" role=\"button\" tabindex=\"0\">                         <b class=\"spoiler_title\">\u041f\u0440\u043e\u0441\u0442\u043e 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data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e9627c4d3097087a19\" data-style=\"\" id=\"652fb0e9627c4d3097087a19\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e93eb8e176bfdaf926\" data-style=\"\" id=\"652fb0e93eb8e176bfdaf926\" width=\"\"><\/div>\n<\/div>\n<\/div><\/div>\n<p>  <\/p>\n<div class=\"spoiler\" role=\"button\" tabindex=\"0\">                         <b class=\"spoiler_title\">\u0412\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0447\u0430\u0441\u0442\u043e\u0442\u044b \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438:<\/b>                         <\/p>\n<div class=\"spoiler_text\">\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0e97f26cf30b3f66dd6\" data-style=\"\" id=\"652fb0e97f26cf30b3f66dd6\" width=\"\"><\/div>\n<\/div>\n<p>  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data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ec3eb8e176bfdaf928\" data-style=\"\" id=\"652fb0ec3eb8e176bfdaf928\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ec3add783089783bfb\" data-style=\"\" id=\"652fb0ec3add783089783bfb\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ed3eb8e176bfdaf92a\" data-style=\"\" id=\"652fb0ed3eb8e176bfdaf92a\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ed3add783089783bfd\" data-style=\"\" id=\"652fb0ed3add783089783bfd\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0edff7a727696ed1d68\" data-style=\"\" id=\"652fb0edff7a727696ed1d68\" width=\"\"><\/div>\n<\/div>\n<\/div><\/div>\n<p>  <\/p>\n<div class=\"spoiler\" role=\"button\" tabindex=\"0\">                         <b class=\"spoiler_title\">\u041b\u043e\u0443\u043f\u0430\u0441\u0441 \u0444\u0438\u043b\u044c\u0442\u0440:<\/b>                         <\/p>\n<div class=\"spoiler_text\">\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ee627c4d3097087a21\" data-style=\"\" id=\"652fb0ee627c4d3097087a21\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ee3eb8e176bfdaf92c\" data-style=\"\" id=\"652fb0ee3eb8e176bfdaf92c\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0ef6f566b30a577e9f9\" data-style=\"\" id=\"652fb0ef6f566b30a577e9f9\" width=\"\"><\/div>\n<\/div>\n<p>  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data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f13eb8e176bfdaf92e\" data-style=\"\" id=\"652fb0f13eb8e176bfdaf92e\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f1962d8d30c129a4ee\" data-style=\"\" id=\"652fb0f1962d8d30c129a4ee\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f2ff7a727696ed1d6e\" data-style=\"\" id=\"652fb0f2ff7a727696ed1d6e\" width=\"\"><\/div>\n<\/div>\n<\/div><\/div>\n<p>  <\/p>\n<div class=\"spoiler\" role=\"button\" tabindex=\"0\">                         <b class=\"spoiler_title\">\u041a\u043b\u0438\u043f\u043f\u0438\u043d\u0433:<\/b>                         <\/p>\n<div class=\"spoiler_text\">\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f2962d8d30c129a4f0\" data-style=\"\" id=\"652fb0f2962d8d30c129a4f0\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f32fbe8876a61ff7a1\" data-style=\"\" id=\"652fb0f32fbe8876a61ff7a1\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f36f566b30a577e9fb\" data-style=\"\" id=\"652fb0f36f566b30a577e9fb\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f4e993b17686aef779\" data-style=\"\" id=\"652fb0f4e993b17686aef779\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f4962d8d30c129a4f4\" data-style=\"\" id=\"652fb0f4962d8d30c129a4f4\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f4ff7a727696ed1d70\" data-style=\"\" id=\"652fb0f4ff7a727696ed1d70\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f5627c4d3097087a27\" data-style=\"\" id=\"652fb0f5627c4d3097087a27\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f572e08276d7b38fc7\" data-style=\"\" id=\"652fb0f572e08276d7b38fc7\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f6627c4d3097087a29\" data-style=\"\" id=\"652fb0f6627c4d3097087a29\" width=\"\"><\/div>\n<\/div>\n<p>  <\/p>\n<div class=\"oembed\">\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/652fb0f6e993b17686aef77b\" data-style=\"\" id=\"652fb0f6e993b17686aef77b\" width=\"\"><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/768270\/\"> https:\/\/habr.com\/ru\/articles\/768270\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-1\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w780q1\/webt\/no\/kb\/ao\/nokbaojanlvogdwpil7uojioacy.jpeg\" alt=\"\u041d\u0435 \u0432\u0441\u0435\u0433\u0434\u0430 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0430\u0443\u0434\u0438\u043e \u0432 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\u043d\u0435\u0434\u043e\u0440\u0430\u0437\u0443\u043c\u0435\u043d\u0438\u0435.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-357826","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/357826","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=357826"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/357826\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=357826"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=357826"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=357826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}