{"id":254088,"date":"2022-10-08T09:00:12","date_gmt":"2022-10-08T01:00:12","guid":{"rendered":"https:\/\/lrxjmw.cn\/?p=254088"},"modified":"2022-09-29T22:38:22","modified_gmt":"2022-09-29T14:38:22","slug":"google-opensource-tensorstore","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/google-opensource-tensorstore.html","title":{"rendered":"Google\u5f00\u6e90\u4e3a\u8bfb\u5199\u5927\u578b\u591a\u7ef4\u6570\u636e\u800c\u8bbe\u8ba1\u7684TensorStore"},"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>Google \u5728\u4e0a\u5468\u53d1\u8868\u4e86\u4e00\u7bc7\u535a\u5ba2\u6587\u7ae0\uff0c\u5f53\u4e2d\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u5f00\u6e90\u7684 C++ \u548c Python \u5e93 \u2014\u2014 TensorStore\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u5b58\u50a8\u548c\u64cd\u4f5c\u591a\u7ef4\u6570\u636e\uff0c\u8be5\u5e93\u65e8\u5728\u901a\u8fc7\u66f4\u597d\u5730\u7ba1\u7406\u548c\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u6765\u89e3\u51b3\u79d1\u5b66\u8ba1\u7b97\u4e2d\u7684\u5173\u952e\u5de5\u7a0b\u6311\u6218\u3002<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Google \u5728\u4e0a\u5468\u53d1\u8868\u4e86\u4e00\u7bc7\u535a\u5ba2\u6587\u7ae0\uff0c\u5f53\u4e2d\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u5f00\u6e90\u7684 C++ \u548c Python \u5e93 \u2014\u2014 TensorStore\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u5b58\u50a8\u548c\u64cd\u4f5c\u591a\u7ef4\u6570\u636e\uff0c\u8be5\u5e93\u65e8\u5728\u901a\u8fc7\u66f4\u597d\u5730\u7ba1\u7406\u548c\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u6765\u89e3\u51b3\u79d1\u5b66\u8ba1\u7b97\u4e2d\u7684\u5173\u952e\u5de5\u7a0b\u6311\u6218\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/c213a6362add4d3f04200229ad06e84742c5d6.gif\" alt=\"\" width=\"640\" height=\"360\" class=\"alignnone size-full wp-image-254089\" \/><\/p>\n<p>\u5982\u4eca\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5404\u79cd\u5e94\u7528\u90fd\u5728\u64cd\u4f5c\u8de8\u8d8a\u5355\u4e00\u5750\u6807\u7cfb\u7684\u591a\u7ef4\u6570\u636e\u96c6\u3002\u5728\u8fd9\u4e9b\u5e94\u7528\u4e2d\uff0c\u4e00\u4e2a\u5355\u4e00\u7684\u6570\u636e\u96c6\u53ef\u80fd\u5c31\u9700\u8981 PB \u7ea7\u7684\u5b58\u50a8\u7a7a\u95f4\uff0c\u800c\u4e14\u5904\u7406\u8fd9\u79cd\u6570\u636e\u96c6\u4e5f\u540c\u6837\u9762\u5bf9\u6311\u6218 \u2014\u2014 \u56e0\u4e3a\u7528\u6237\u53ef\u80fd\u4ee5\u4e0d\u540c\u7684\u89c4\u6a21\u548c\u4e0d\u53ef\u9884\u6d4b\u7684\u65f6\u95f4\u95f4\u9694\u63a5\u6536\u548c\u5199\u5165\u6570\u636e\u3002<\/p>\n<p>TensorStore \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684 Python API \u6765\u52a0\u8f7d\u548c\u5904\u7406\u5927\u91cf\u7684\u6570\u636e\u6570\u7ec4\uff0c\u4efb\u610f\u5927\u578b\u7684\u5e95\u5c42\u6570\u636e\u96c6\u90fd\u53ef\u4ee5\u88ab\u52a0\u8f7d\u548c\u64cd\u4f5c\uff0c\u800c\u4e14\u4e0d\u9700\u8981\u5c06\u6574\u4e2a\u6570\u636e\u96c6\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u56e0\u4e3a\u5728\u8bf7\u6c42\u7cbe\u786e\u5206\u7247\u4e4b\u524d\uff0cTensorStore \u4e0d\u4f1a\u8bfb\u53d6\u5b9e\u9645\u6570\u636e\u6216\u5c06\u5176\u4fdd\u5b58\u5728\u5185\u5b58\u4e2d\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u7d22\u5f15\u548c\u64cd\u4f5c\u8bed\u6cd5\u5b9e\u73b0\uff0c\u8fd9\u4e0e NumPy \u64cd\u4f5c\u6240\u7528\u7684\u8bed\u6cd5\u57fa\u672c\u76f8\u540c\u3002<\/p>\n<p>TensorStore \u8fd8\u652f\u6301\u591a\u79cd\u5b58\u50a8\u7cfb\u7edf\uff0c\u5982 Google Cloud\u3001\u672c\u5730\u548c\u7f51\u7edc\u6587\u4ef6\u7cfb\u7edf\u7b49\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684 API \u6765\u8bfb\u5199\u4e0d\u540c\u7684\u6570\u7ec4\u7c7b\u578b\uff08\u5982 zarr \u548c N5\uff09\u3002\u51ed\u501f\u5f3a\u5927\u7684\u539f\u5b50\u6027\u3001\u9694\u79bb\u6027\u3001\u4e00\u81f4\u6027\u548c\u6301\u4e45\u6027\uff08ACID\uff09\u4fdd\u8bc1\uff0c\u8be5\u5e93\u8fd8\u63d0\u4f9b\u4e86\u8bfb \/ \u5199\u56de\u7684\u7f13\u5b58\u548c\u4e8b\u52a1\u3002<\/p>\n<p>\u6b64\u5916\uff0cTensorStore \u5177\u5907\u7684\u5e76\u53d1\u6027\u80fd\u591f\u786e\u4fdd\u5f53\u8bb8\u591a\u673a\u5668\u8bbf\u95ee\u540c\u4e00\u4e2a\u6570\u636e\u96c6\u65f6\uff0c\u5e76\u884c\u64cd\u4f5c\u7684\u5b89\u5168\u6027\u3002\u5b83\u4e0e\u5404\u79cd\u5e95\u5c42\u5b58\u50a8\u5c42\u4fdd\u6301\u517c\u5bb9\uff0c\u800c\u4e0d\u4e25\u91cd\u5f71\u54cd\u6027\u80fd\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u63d0\u5230\uff0c\u5904\u7406\u548c\u5206\u6790\u5927\u578b\u6570\u503c\u6570\u636e\u96c6\u65f6\uff0c\u9700\u8981\u5927\u91cf\u7684\u8fd0\u7b97\u8d44\u6e90\uff0c\u4e00\u822c\u60c5\u51b5\u4e0b\uff0c\u8fd9\u662f\u7531\u5206\u5e03\u5728\u591a\u4e2a\u8bbe\u5907\u4e0a\u7684\u5927\u91cf CPU \u6216\u52a0\u901f\u5668\u6838\u5fc3\u4e4b\u95f4\u7684\u5e76\u884c\u64cd\u4f5c\u6765\u5b8c\u6210\u7684\uff0c\u8fd9\u4e9b\u8d44\u6e90\u901a\u5e38\u4e5f\u5206\u6563\u5728\u4f17\u591a\u673a\u5668\u4e0a\u3002TensorStore \u7684\u57fa\u672c\u76ee\u6807\uff0c\u4fbf\u662f\u8981\u80fd\u591f\u5bf9\u5355\u4e2a\u6570\u636e\u96c6\u8fdb\u884c\u5b89\u5168\u5e76\u884c\u5904\u7406\uff0c\u4f7f\u8fd9\u4e9b\u6570\u636e\u96c6\u4e0d\u4f1a\u56e0\u4e3a\u5e76\u884c\u5b58\u53d6\u6a21\u5f0f\uff0c\u800c\u4ea7\u751f\u635f\u574f\u6216\u662f\u4e0d\u4e00\u81f4\uff0c\u4f46\u53c8\u540c\u65f6\u7ef4\u6301\u9ad8\u6027\u80fd\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5728 Google \u6570\u636e\u4e2d\u5fc3\u5185\u7684\u4e00\u9879\u6d4b\u8bd5\u4e2d\u53d1\u73b0\uff0c\u968f\u7740 CPU \u6570\u91cf\u7684\u589e\u52a0\uff0c\u8bfb\u5199\u6027\u80fd\u51e0\u4e4e\u5448\u7ebf\u6027\u589e\u957f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/787a0a22831cc842fd17489a8cad6a866346c4.jpg\" alt=\"\" width=\"1999\" height=\"1066\" class=\"alignnone size-full wp-image-254090\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/787a0a22831cc842fd17489a8cad6a866346c4.jpg 1999w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/787a0a22831cc842fd17489a8cad6a866346c4-300x160.jpg 300w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/787a0a22831cc842fd17489a8cad6a866346c4-1024x546.jpg 1024w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/787a0a22831cc842fd17489a8cad6a866346c4-768x410.jpg 768w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2022\/09\/787a0a22831cc842fd17489a8cad6a866346c4-1536x819.jpg 1536w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/p>\n<p>TensorStore \u4e5f\u6709\u4e00\u4e2a\u5f02\u6b65 API\uff0c\u5141\u8bb8\u7a0b\u5e8f\u5728\u8fdb\u884c\u5176\u4ed6\u4efb\u52a1\u65f6\uff0c\u53ef\u4ee5\u7ee7\u7eed\u5728\u540e\u53f0\u8fdb\u884c\u8bfb\u6216\u5199\u64cd\u4f5c\u3002TensorStore \u8fd8\u4e0e Apache Beam \u548c Dask \u7b49\u5e76\u884c\u8ba1\u7b97\u6846\u67b6\u96c6\u6210\uff0c\u4ee5\u4f7f TensorStore \u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e0e\u5f53\u524d\u8bb8\u591a\u6570\u636e\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b\u517c\u5bb9\u3002<\/p>\n<p>TensorStore \u7684\u7528\u4f8b\u5305\u62ec\u8bed\u8a00\u6a21\u578b\uff0c\u53ef\u5728\u8bad\u7ec3\u8fc7\u7a0b\u9ad8\u6548\u8bfb\u53d6\u548c\u5199\u5165\u6a21\u578b\u53c2\u6570\uff0c\u53e6\u5916\u4e5f\u80fd\u7528\u4e8e\u5927\u8111\u6620\u5c04\u4e0a\uff0c\u50a8\u5b58\u7528\u4e8e\u63cf\u7ed8\u5927\u8111\u795e\u7ecf\u7684\u9ad8\u89e3\u6790\u5ea6\u6620\u5c04\u56fe\u3002<\/p>\n<p>\u9879\u76ee Github \u5730\u5740: https:\/\/github.com\/google\/tensorstore<\/p>\n<p>\u672c\u6587\u8f6c\u81eaOSCHINA<\/p>\n<p>\u672c\u6587\u6807\u9898\uff1aGoogle \u5f00\u6e90 TensorStore\uff0c\u4e3a\u8bfb\u5199\u5927\u578b\u591a\u7ef4\u6570\u636e\u800c\u8bbe\u8ba1<\/p>\n<p>\u672c\u6587\u5730\u5740\uff1ahttps:\/\/www.oschina.net\/news\/211942\/google-tensorstore<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google \u5728\u4e0a\u5468\u53d1\u8868\u4e86\u4e00\u7bc7\u535a\u5ba2\u6587\u7ae0\uff0c\u5f53\u4e2d\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u5f00\u6e90\u7684 C++ \u548c Python \u5e93 \u2014\u2014 Tensor [&hellip;]<\/p>\n","protected":false},"author":317,"featured_media":126512,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-254088","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\/254088","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\/317"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=254088"}],"version-history":[{"count":2,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/254088\/revisions"}],"predecessor-version":[{"id":254092,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/254088\/revisions\/254092"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/126512"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=254088"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=254088"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=254088"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}