{"id":27,"date":"2025-11-24T10:17:52","date_gmt":"2025-11-24T02:17:52","guid":{"rendered":"https:\/\/high-flyer.in.suopu.cc\/?page_id=27"},"modified":"2025-11-24T14:25:20","modified_gmt":"2025-11-24T06:25:20","slug":"%e9%a6%96%e9%a1%b5","status":"publish","type":"page","link":"https:\/\/high-flyer.in.suopu.cc\/en\/","title":{"rendered":"Home"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"27\" class=\"elementor elementor-27\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1303b4f e-con-full e-flex e-con e-parent\" data-id=\"1303b4f\" data-element_type=\"container\" id=\"home-01\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_video_link&quot;:&quot;\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/index_1-55635bdc0d13c20d93b3cee594e3960c.mp4&quot;,&quot;background_play_on_mobile&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-background-video-container\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t<video class=\"elementor-background-video-hosted\" autoplay muted playsinline loop><\/video>\n\t\t\t\t\t<\/div>\t\t<div class=\"elementor-element elementor-element-fd579c9 elementor-widget elementor-widget-heading\" data-id=\"fd579c9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI expands the boundaries of our capabilities<br>\nStimulates our imagination and creativity<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6b89f0 elementor-widget elementor-widget-image\" data-id=\"b6b89f0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"187\" height=\"38\" src=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d42.png\" class=\"attachment-large size-large wp-image-38\" alt=\"\" srcset=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d42.png 187w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d42-150x30.png 150w\" sizes=\"(max-width: 187px) 100vw, 187px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-85d0c2a banner-bottom-section e-flex e-con-boxed e-con e-child\" data-id=\"85d0c2a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-831c5c3 e-con-full column e-flex e-con e-child\" data-id=\"831c5c3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f2f6498 elementor-widget elementor-widget-image\" data-id=\"f2f6498\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"120\" height=\"60\" src=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a2ef406e2c2351e0b9e859.png\" class=\"attachment-large size-large wp-image-50\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d985f8 elementor-widget elementor-widget-text-editor\" data-id=\"3d985f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Sharing AI computational power with time-sharing scheduling to elastically run hyperscale deep learning training<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4e524f3 e-con-full column e-flex e-con e-child\" data-id=\"4e524f3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c765b2f elementor-widget elementor-widget-image\" data-id=\"c765b2f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"120\" height=\"60\" src=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/e45ee7ce7e88149af8dd11.png\" class=\"attachment-large size-large wp-image-54\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f14d30 elementor-widget elementor-widget-text-editor\" data-id=\"0f14d30\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Hedge funds that use AI for investing<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-981b5fd e-con-full column e-flex e-con e-child\" data-id=\"981b5fd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20a6da6 elementor-widget elementor-widget-image\" data-id=\"20a6da6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"60\" src=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/7d0665438e81d8eceb9894.png\" class=\"attachment-large size-large wp-image-61\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7db51f8 elementor-widget elementor-widget-text-editor\" data-id=\"7db51f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI Basic Science Research<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cc37c0f e-flex e-con-boxed e-con e-parent\" data-id=\"cc37c0f\" data-element_type=\"container\" id=\"home-02\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a14982b e-con-full e-flex e-con e-child\" data-id=\"a14982b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8809e1e elementor-widget elementor-widget-image\" data-id=\"8809e1e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"806\" src=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a25a25a6b6dfd7593ece62.png\" class=\"attachment-large size-large wp-image-71\" alt=\"\" srcset=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a25a25a6b6dfd7593ece62.png 504w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a25a25a6b6dfd7593ece62-188x300.png 188w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a25a25a6b6dfd7593ece62-94x150.png 94w\" sizes=\"(max-width: 504px) 100vw, 504px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5acccd5 e-con-full e-flex e-con e-child\" data-id=\"5acccd5\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-12dcbb8 e-con-full e-flex e-con e-child\" data-id=\"12dcbb8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57c9179 elementor-widget elementor-widget-heading\" data-id=\"57c9179\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Arithmetic power on standby.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddeee0b elementor-widget elementor-widget-heading\" data-id=\"ddeee0b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Phantom AI builds 'Firefly II' deep learning training platform<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e85b3a7 elementor-widget elementor-widget-text-editor\" data-id=\"e85b3a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u201cFirefly II\u201d takes \"task-level time-sharing\" as its core concept, and the scheduling system responds in seconds, so that every researcher can have a smooth training experience. Meanwhile, the platform is equipped with powerful software layer support: high-performance arithmetic library (hfai.nn), distributed training communication framework (hfreduce), and high-capacity and high-bandwidth file system (3FS) specially designed for AI development, so that the AI model can be expanded to multiple nodes for massively parallel training, and experience the ultimate performance.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-106bca0 sub-table home-table e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"106bca0\" data-element_type=\"widget\" data-settings=\"{&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"17218720\" aria-label=\"Tabbed Page Component Operation Tips: Use the Enter or Space key to open the item, the Escape key to close it, and the arrow keys to navigate.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-172187201\" data-tab-title-id=\"e-n-tab-title-172187201\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-172187201\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\thfai.nn <sup>library of operators (math.)<\/sup>\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-172187202\" data-tab-title-id=\"e-n-tab-title-172187202\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-172187202\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\thfreduce\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-172187203\" data-tab-title-id=\"e-n-tab-title-172187203\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-172187203\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t3FS\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-172187201\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-172187201\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-292cc4a e-con-full e-flex e-con e-child\" data-id=\"292cc4a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f146a87 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"f146a87\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>NOI\/ACM Gold Team Continuously Optimizes Core Operators LSTM Operator Faster 20%-6x Attention Operator Faster 30%<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a76df77 elementor-widget elementor-widget-heading\" data-id=\"a76df77\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Data sources &gt;<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-172187202\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-172187202\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\"elementor-element elementor-element-da9035c e-con-full e-flex e-con e-child\" data-id=\"da9035c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47177bc elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"47177bc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Optimized allreduce solution for Firefly II's custom hardware<br \/>Good communication capabilities without specialized hardware<br \/>BERT-Large 20% training speedup at 100 nodes<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fb0aab elementor-widget elementor-widget-heading\" data-id=\"1fb0aab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Data sources &gt;<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-172187203\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-172187203\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\"elementor-element elementor-element-4281b96 e-con-full e-flex e-con e-child\" data-id=\"4281b96\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43968a7 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"43968a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Self-developed distributed parallel file system<br \/>Squeezing physical high-speed network bandwidth to explore performance boundaries<br \/>IO response: 1.8 billion times\/second<br \/>Read and write bandwidth: 7.0 TB\/sec.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a436c69 elementor-widget elementor-widget-heading\" data-id=\"a436c69\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Data sources &gt;<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31290cc e-con-full e-flex e-con e-child\" data-id=\"31290cc\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8e85b91 e-con-full e-flex e-con e-child\" data-id=\"8e85b91\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e9c21f elementor-widget elementor-widget-heading\" data-id=\"7e9c21f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">96 %<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50923e2 elementor-widget elementor-widget-heading\" data-id=\"50923e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Cluster utilization<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-de8aaeb e-con-full e-flex e-con e-child\" data-id=\"de8aaeb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a176d6 elementor-widget elementor-widget-heading\" data-id=\"3a176d6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">85 %<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db3a947 elementor-widget elementor-widget-heading\" data-id=\"db3a947\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">GPU Utilization Rate<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31f814d e-con-full e-flex e-con e-child\" data-id=\"31f814d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66124b4 elementor-widget elementor-widget-text-editor\" data-id=\"66124b4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>8.0 TB\/s<\/strong> \u8bfb<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bc144c elementor-widget elementor-widget-text-editor\" data-id=\"5bc144c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong class=\"number\">500 <\/strong><strong class=\"tip\">GB\/s <\/strong>\u5199<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2afba8 elementor-widget elementor-widget-text-editor\" data-id=\"d2afba8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Data based on cluster utilization in February 2022<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-30616a1 e-flex e-con-boxed e-con e-parent\" data-id=\"30616a1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb292b5 elementor-headline--style-rotate elementor-widget elementor-widget-animated-headline\" data-id=\"eb292b5\" data-element_type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;rotating_text&quot;:&quot;hfai python train.py -- --nodes 1&quot;,&quot;animation_type&quot;:&quot;typing&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-typing elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">|<\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\thfai python train.py -- --nodes 1\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb04b15 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"cb04b15\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Quick Experience<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac6e5c9 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ac6e5c9\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-file-alt\" viewbox=\"0 0 384 512\" 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