{"id":474,"date":"2025-11-25T09:22:18","date_gmt":"2025-11-25T01:22:18","guid":{"rendered":"https:\/\/high-flyer.in.suopu.cc\/?p=474"},"modified":"2025-11-25T09:22:18","modified_gmt":"2025-11-25T01:22:18","slug":"hfai-datasets-%e8%bf%90%e8%bd%ac%e6%95%b0%e6%8d%ae%e5%85%a5%e8%90%a4%e7%81%ab%e8%ae%ad%e7%bb%83%e7%9a%84%e4%b8%8d%e4%ba%8c%e6%b3%95%e9%97%a8","status":"publish","type":"post","link":"https:\/\/high-flyer.in.suopu.cc\/en\/blog\/474\/","title":{"rendered":"hfai datasets | \u8fd0\u8f6c\u6570\u636e\u5165\u8424\u706b\u8bad\u7ec3\u7684\u4e0d\u4e8c\u6cd5\u95e8"},"content":{"rendered":"<p>Phantom AI has released its years-long sedimentary<a href=\"https:\/\/www.high-flyer.cn\/blog\/hfai_usage\">Deep Learning Suite hfai<\/a>\u00a0It has attracted many peer researchers and developers to inquire about the trial. The whole suite has more functions, and after familiarizing with this set of rules, it is possible to easily call up the platform's arithmetic resources, so as to efficiently complete the training task.<\/p>\n<p>\u4e3a\u6b64\uff0c\u6211\u4eec\u4e13\u95e8\u521b\u5efa\u4e86 \u201chfai \u4f7f\u7528\u5fc3\u6cd5\u201d \u7cfb\u5217\u4e13\u8f91\uff0c\u9646\u7eed\u4e3a\u5927\u5bb6\u4ecb\u7ecd hfai \u4e00\u4e9b\u529f\u80fd\u7684\u8bbe\u8ba1\u601d\u8def\u548c\u539f\u7406\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u597d\u66f4\u5feb\u5730\u4e60\u5f97\u5fc3\u6cd5\uff0c\u5e26\u7740 hfai \u8fd9\u5957\u201c\u795e\u529f\u201d\u6e38\u5203\u6709\u4f59\u7684\u5e94\u5bf9\u6df1\u5ea6\u5b66\u4e60\u4f5c\u4e1a\u7684\u5404\u9879\u6311\u6218\uff0c\u4e3e\u91cd\u82e5\u8f7b\u3001\u4f8b\u4e0d\u865a\u53d1\u3002<\/p>\n<p>\u4e4b\u524d\u7684\u6587\u7ae0\u4e3a\u5927\u5bb6\u4ecb\u7ecd\u4e86\u5982\u4f55\u4e0a\u4f20\u9879\u76ee\u4ee3\u7801\uff0c\u6784\u5efa\u8fd0\u884c\u73af\u5883\u548c\u6267\u884c\u4efb\u52a1\uff0c\u4e00\u5207\u51c6\u5907\u5c31\u7eea\uff0c\u5c31\u5dee\u8bad\u7ec3\u6570\u636e\u4e86\u3002\u5bf9\u4e8e\u5927\u89c4\u6a21\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u4e0a\u4f20\u3001\u7ba1\u7406\u548c\u90e8\u7f72\u90fd\u662f\u4e0d\u5c0f\u7684\u6311\u6218\uff0c\u5e7b\u65b9 AI \u7814\u53d1\u63d0\u4f9b\u4e86\u4e00\u5957\u4e13\u95e8\u4e3a\u6570\u636e\u96c6\u91cf\u8eab\u5b9a\u5236\u7684\u201c\u795e\u529f\u201d\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u597d\u7684\u8fd0\u884c\u5927\u89c4\u6a21\u7684\u6570\u636e\uff0c\u8bad\u7ec3\u51fa\u60ca\u8273\u7684\u6a21\u578b\u3002<\/p>\n<h2 id=\"studio-\u6570\u636e\u7ba1\u7406\u9875\">Studio \u6570\u636e\u7ba1\u7406\u9875<\/h2>\n<p>\u5728\u8424\u706b\u96c6\u7fa4\u4e0a\u7684\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u6211\u4eec\u90fd\u53ef\u4ee5\u901a\u8fc7\u00a0<a href=\"https:\/\/studio.yinghuo.high-flyer.cn\/#\/datasets\">Studio \u6570\u636e\u7ba1\u7406\u9875<\/a>\u00a0\u8fdb\u884c\u6d4f\u89c8\u4e0e\u4f7f\u7528\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/1d8ab\/studio.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"gatsby-resp-image-image\" title=\"studio\" src=\"https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/6aca1\/studio.jpg\" sizes=\"(max-width: 650px) 100vw, 650px\" srcset=\"https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/d2f63\/studio.jpg 163w,https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/c989d\/studio.jpg 325w,https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/6aca1\/studio.jpg 650w,https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/7c09c\/studio.jpg 975w,https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/01ab0\/studio.jpg 1300w,https:\/\/hfai-static.high-flyer.cn\/static\/83801a5481d15f0ceec2956680811083\/1d8ab\/studio.jpg 1627w\" alt=\"studio\" \/><\/a><\/span><\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u5e7b\u65b9 AI \u6536\u7eb3\u6574\u7406\u4e86\u6570\u5341\u79cd\u5e38\u7528\u7684\u5927\u89c4\u6a21\u516c\u5f00\u6570\u636e\u96c6\uff0c\u5e76\u6301\u7eed\u66f4\u65b0\u4e2d\u3002\u5982\u679c\u60a8\u6240\u9700\u8981\u7684\u6570\u636e\u96c6\u5728\u5176\u4e2d\uff0c\u901a\u8fc7\u00a0<a href=\"https:\/\/doc.hfai.high-flyer.cn\/api\/datasets.html\"><code class=\"language-text\">hfai.datasets<\/code><\/a>\u00a0\u65b9\u6cd5\u5c31\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u9ad8\u6027\u80fd\u5b58\u50a8\u652f\u6301\u4e0b\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u8fdb\u884c\u5feb\u901f\u8bad\u7ec3\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u8fd9\u4e9b\u6570\u636e\u4e0d\u53ef\u80fd\u6ee1\u8db3\u6240\u6709\u7684\u7814\u7a76\u573a\u666f\u3002\u5982\u679c\u60a8\u9700\u8981\u4e0a\u4f20\u60a8\u81ea\u5df1\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u70b9\u51fb\u00a0<code class=\"language-text\">\u521b\u5efa\u79c1\u6709\u6570\u636e\u96c6<\/code>\u3002<\/p>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/e77f8894d1cfbad51a8ed9d929300ce0\/17602\/create_self.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"gatsby-resp-image-image\" title=\"create self\" src=\"https:\/\/hfai-static.high-flyer.cn\/static\/e77f8894d1cfbad51a8ed9d929300ce0\/17602\/create_self.png\" sizes=\"(max-width: 597px) 100vw, 597px\" srcset=\"https:\/\/hfai-static.high-flyer.cn\/static\/e77f8894d1cfbad51a8ed9d929300ce0\/222b7\/create_self.png 163w,https:\/\/hfai-static.high-flyer.cn\/static\/e77f8894d1cfbad51a8ed9d929300ce0\/ff46a\/create_self.png 325w,https:\/\/hfai-static.high-flyer.cn\/static\/e77f8894d1cfbad51a8ed9d929300ce0\/17602\/create_self.png 597w\" alt=\"create self\" \/><\/a><\/span><\/p>\n<h2 id=\"\u79c1\u6709\u6570\u636e\u96c6\">\u79c1\u6709\u6570\u636e\u96c6<\/h2>\n<p>\u79c1\u6709\u6570\u636e\u96c6\u5728\u5e7b\u65b9\u8424\u706b\u96c6\u7fa4\u4e2d\u8fdb\u884c\u8d26\u53f7\u7ea7\u7684\u9694\u79bb\uff0c\u60a8\u7684\u6570\u636e\u53ea\u6709\u60a8\u7684\u8d26\u53f7\u4e0b\u53ef\u4ee5\u8fdb\u884c\u8bbf\u95ee\u3002<\/p>\n<p><strong>\u4e0a\u4f20\u7684\u6570\u636e\u9700\u8981\u6ee1\u8db3\u5982\u4e0b\u6761\u4ef6<\/strong>\uff1a<\/p>\n<ol>\n<li>\u6bcf\u4e2a\u6587\u4ef6\u4e0d\u5c0f\u4e8e 256MB \uff08512 x 512KB\uff09<\/li>\n<li>\u6ee1\u8db3\u6761\u4ef61\u7684\u60c5\u51b5\u4e0b\uff0c\u6587\u4ef6\u6570\u91cf\u5c3d\u53ef\u80fd\u5927\u4e8e100\uff0c\u5c0f\u4e8e200<\/li>\n<\/ol>\n<p><strong>\u8fd9\u91cc\u9700\u8981\u7279\u522b\u6ce8\u610f\u7684\u662f\uff0c\u5927\u91cf\u7684\u5c0f\u6587\u4ef6\u6784\u6210\u7684\u6570\u636e\u96c6\u4f1a\u5bf9\u96c6\u7fa4\u5b58\u50a8\u6027\u80fd\u9020\u6210\u4e25\u91cd\u5f71\u54cd<\/strong>\uff0c\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u7684\u6570\u636e\u662f\u8fd9\u79cd\u5927\u91cf\u7684\u5c0f\u6587\u4ef6\uff0c\u6211\u4eec\u5efa\u8bae\u60a8\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u5e7b\u65b9 AI \u81ea\u7814\u7684\u00a0<a href=\"https:\/\/www.high-flyer.cn\/blog\/ffrecord\">FFRecord<\/a>\u00a0\u6570\u636e\u683c\u5f0f\u3002<\/p>\n<h3 id=\"\u4e3a\u4ec0\u4e48\u8981\u8f6c\u6362\u4e3a-ffrecord-\">\u4e3a\u4ec0\u4e48\u8981\u8f6c\u6362\u4e3a FFRecord ?<\/h3>\n<p>\u5e7b\u65b9 AI \u81ea\u7814\u4e86\u4e00\u5957\u9002\u5408\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u573a\u666f\u7684\u6587\u4ef6\u8bfb\u5199\u7cfb\u7edf\u00a0<a href=\"https:\/\/www.high-flyer.cn\/blog\/3fs\">3FS<\/a>\uff0c\u548c\u4e00\u822c\u7684\u6587\u4ef6\u7cfb\u7edf\u4e0d\u540c\uff0c3FS \u6587\u4ef6\u7cfb\u7edf\u6709\u5982\u4e0b\u7684\u4e00\u4e9b\u7279\u70b9\uff1a<\/p>\n<ul>\n<li>\u5927\u91cf\u6253\u5f00\u3001\u5173\u95ed\u5c0f\u6587\u4ef6\u7684\u5f00\u9500\u6bd4\u8f83\u5927<\/li>\n<li>\u652f\u6301\u9ad8\u541e\u5410\u7684\u968f\u673a\u6279\u91cf\u8bfb\u53d6<\/li>\n<\/ul>\n<p>FFRecord \u80fd\u591f\u5145\u5206\u5229\u7528 3FS \u6587\u4ef6\u7cfb\u7edf\u7684\u9ad8\u6548\u8bfb\u53d6\u6027\u80fd\uff0c\u5176\u5305\u62ec\u5982\u4e0b\u4f18\u52bf\uff1a<\/p>\n<ul>\n<li>\u5408\u5e76\u591a\u4e2a\u5c0f\u6587\u4ef6\uff0c\u51cf\u5c11\u4e86\u8bad\u7ec3\u65f6\u6253\u5f00\u5927\u91cf\u5c0f\u6587\u4ef6\u7684\u5f00\u9500\uff0c\u5bf9\u5b58\u50a8\u540e\u7aef\u66f4\u52a0\u53cb\u597d<\/li>\n<li>\u652f\u6301\u968f\u673a\u6279\u91cf\u8bfb\u53d6\uff0c\u63d0\u5347\u8bfb\u53d6\u901f\u5ea6<\/li>\n<li>\u5305\u542b\u6570\u636e\u6821\u9a8c\uff0c\u4fdd\u8bc1\u8bfb\u53d6\u7684\u6570\u636e\u5b8c\u6574\u53ef\u9760<\/li>\n<\/ul>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u5efa\u8bae\u7528\u6237\u5c06\u8bad\u7ec3\u6570\u636e\u5c3d\u53ef\u80fd\u90fd\u8f6c\u6362\u6210 FFRecord \u683c\u5f0f\uff0c\u4ee5\u5229\u7528\u8424\u706b\u96c6\u7fa4\u7684\u9ad8\u6027\u80fd\u5b58\u50a8\uff0c\u83b7\u5f97\u6781\u81f4\u7684\u8bad\u7ec3\u52a0\u901f\u4f53\u9a8c\u3002\u8f6c\u6362\u6307\u5f15\u548c\u6848\u4f8b\u4ee3\u7801\u53ef\u4ee5\u9605\u8bfb<a href=\"https:\/\/github.com\/HFAiLab\/ffrecord_converters\">here are<\/a>\u3002<\/p>\n<h3 id=\"\u6570\u636e\u4e0a\u4f20\">\u6570\u636e\u4e0a\u4f20<\/h3>\n<p>\u7528\u6237\u4e0a\u4f20\u6570\u636e\u7684\u5b8c\u6574\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>\u5728\u00a0<a href=\"https:\/\/studio.yinghuo.high-flyer.cn\/#\/datasets\">Studio<\/a>\u00a0\u4e2d\u70b9\u51fb\u00a0<strong>\u3010\u521b\u5efa\u79c1\u6709\u6570\u636e\u96c6\u3011<\/strong>\uff0c\u586b\u5199\u6570\u636e\u4fe1\u606f\uff1b<\/li>\n<li>\u5e7b\u65b9\u7ba1\u7406\u5458\u6c9f\u901a\uff0c\u5ba1\u6838\u6570\u636e\u5185\u5bb9\uff1b<\/li>\n<li>\u5ba1\u6838\u901a\u8fc7\uff0c\u70b9\u51fb\u00a0<strong>\u3010\u66f4\u65b0\u6388\u6743\u3011<\/strong>\u00a0\u83b7\u53d6\u4e0a\u4f20 token;<\/li>\n<li>\u4f7f\u7528<a href=\"https:\/\/help.aliyun.com\/document_detail\/120075.html\">\u963f\u91cc\u4e91OSS\u5de5\u5177<\/a>\uff0c\u901a\u8fc7\u6388\u6743\u7684token\uff0c\u5c06\u7b26\u5408\u6761\u4ef6\u7684\u6570\u636e\u4e0a\u4f20\uff1b<\/li>\n<li>\u5e7b\u65b9\u7ba1\u7406\u5458\u5ba1\u6838\uff0c\u6570\u636e\u6d41\u8f6c\u5230\u8424\u706b\u96c6\u7fa4\uff1b<\/li>\n<li>\u6570\u636e\u5728\u8424\u706b\u96c6\u7fa4\u51c6\u5907\u597d\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u5728<a href=\"https:\/\/studio.yinghuo.high-flyer.cn\/#\/datasets\">Studio<\/a>\u00a0\u4e2d\u83b7\u5f97\u6570\u636e\u5728\u96c6\u7fa4\u4e2d\u7684\u5730\u5740<\/li>\n<\/ol>\n<p>\u66f4\u8be6\u7ec6\u7684\u64cd\u4f5c\u8bf7\u9605\u8bfb Studio \u4e2d\u7684<a href=\"https:\/\/studio.yinghuo.high-flyer.cn\/#\/doc\/private_dataset\">\u79c1\u6709\u6570\u636e\u96c6\u521b\u5efa\u6307\u5f15<\/a>\u3002<\/p>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/bf4666a281961f01caeefa25d4357872\/4a8d4\/private.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"gatsby-resp-image-image\" title=\"private\" src=\"https:\/\/hfai-static.high-flyer.cn\/static\/bf4666a281961f01caeefa25d4357872\/6aca1\/private.jpg\" sizes=\"(max-width: 650px) 100vw, 650px\" srcset=\"https:\/\/hfai-static.high-flyer.cn\/static\/bf4666a281961f01caeefa25d4357872\/d2f63\/private.jpg 163w,https:\/\/hfai-static.high-flyer.cn\/static\/bf4666a281961f01caeefa25d4357872\/c989d\/private.jpg 325w,https:\/\/hfai-static.high-flyer.cn\/static\/bf4666a281961f01caeefa25d4357872\/6aca1\/private.jpg 650w,https:\/\/hfai-static.high-flyer.cn\/static\/bf4666a281961f01caeefa25d4357872\/4a8d4\/private.jpg 802w\" alt=\"private\" \/><\/a><\/span><\/p>\n<p>\u7531\u4e0a\u8ff0\u8fc7\u7a0b\u63cf\u8ff0\u4e2d\u53ef\u4ee5\u4e86\u89e3\u5230\uff0c\u7528\u6237\u6570\u636e\u5230\u8424\u706b\u96c6\u7fa4\u91c7\u7528\u5982\u4e0b\u65b9\u5f0f\u6d41\u8f6c\uff1a<\/p>\n<blockquote><p>\u7528\u6237\u7aef \u2014&gt; \u963f\u91cc\u4e91\u5bf9\u8c61\u5b58\u50a8 \u2014&gt; \u8424\u706b\u96c6\u7fa4<\/p><\/blockquote>\n<p>\u5e7b\u65b9 AI \u91c7\u7528\u7279\u5b9a\u7684\u963f\u91cc\u4e91\u5bf9\u8c61\u5b58\u50a8\uff08OSS\uff09\u8fdb\u884c\u7528\u6237\u6570\u636e\u4e0a\u4f20\u7684\u4e2d\u8f6c\uff0c\u5176\u4e0a\u4f20\u901f\u5ea6\u53d6\u51b3\u4e8e\u7528\u6237\u81ea\u5df1\u7684\u7f51\u7edc\u73af\u5883\u3002\u8424\u706b\u96c6\u7fa4\u548c OSS \u4e4b\u95f4\u6709\u4e13\u7ebf\u8fde\u63a5\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u5feb\u901f\u6d41\u8f6c\u3002<\/p>\n<p>\u5982\u679c\u60a8\u7684\u6570\u636e\u89c4\u6a21\u5de8\u5927\uff0c\u6216\u7f51\u7edc\u6761\u4ef6\u6709\u9650\uff0c\u53ef\u4ee5<a href=\"https:\/\/mp.weixin.qq.com\/s\/1orFQWkCzxH1sGZa8twleQ\">\u8054\u7cfb\u5e7b\u65b9\u7ba1\u7406\u5458<\/a>\u91c7\u7528\u5176\u4ed6\u65b9\u5f0f\u6765\u4e0a\u4f20\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5e7b\u65b9 AI \u53d1\u5e03\u4e86\u5176\u6c89\u6dc0\u591a\u5e74\u7684\u6df1\u5ea6\u5b66\u4e60\u5957\u4ef6 hfai\u00a0\uff0c\u5438\u5f15\u4e86\u4f17\u591a\u540c\u884c\u7814\u7a76\u5458\u548c\u5f00\u53d1\u8005\u4eec\u54a8\u8be2\u8bd5\u7528\u3002\u6574\u4e2a\u5957\u4ef6\u7684\u529f\u80fd [&hellip;]<\/p>","protected":false},"author":1,"featured_media":475,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[7],"tags":[],"class_list":["post-474","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hfai-mantra"],"acf":[],"_links":{"self":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts\/474","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/comments?post=474"}],"version-history":[{"count":1,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts\/474\/revisions"}],"predecessor-version":[{"id":476,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts\/474\/revisions\/476"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/media\/475"}],"wp:attachment":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/media?parent=474"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/categories?post=474"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/tags?post=474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}