{"id":17208,"date":"2023-11-22T10:46:54","date_gmt":"2023-11-22T10:46:54","guid":{"rendered":"https:\/\/multicorewareinc.com\/ch\/?page_id=17208"},"modified":"2023-12-05T05:34:22","modified_gmt":"2023-12-05T05:34:22","slug":"hpc","status":"publish","type":"page","link":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/","title":{"rendered":"\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"17208\" class=\"elementor elementor-17208\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77a85cd0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"77a85cd0\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f5257b6\" data-id=\"1f5257b6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45eb91a8 elementor-widget elementor-widget-heading\" data-id=\"45eb91a8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u9ad8\u6027\u80fd\u8ba1\u7b97(HPC)\u65b9\u9762\u7684\u4e13\u4e1a\u77e5\u8bc6:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6901ff21 elementor-widget elementor-widget-text-editor\" data-id=\"6901ff21\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>MulticoreWare\u5728\u9ad8\u6548\u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u3001\u786e\u4fddHPC\u96c6\u7fa4\u4e0a\u7684\u4f5c\u4e1a\u6267\u884c\u6700\u4f73\u4ee5\u53ca\u4f18\u5316\u8d44\u6e90\u4f9b\u5e94\u548c\u7ef4\u62a4\u7b49\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-123b4509 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"123b4509\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1685f563\" data-id=\"1685f563\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-131f4356 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"131f4356\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc1.png\" class=\"attachment-full size-full wp-image-17210\" alt=\"Parallel Programming Models\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">\u5e76\u884c\u7f16\u7a0b\u6a21\u578b:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55d59470 elementor-widget elementor-widget-text-editor\" data-id=\"55d59470\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6211\u4eec\u5728MPI\u548cOpenMP\u7b49\u5e76\u884c\u7f16\u7a0b\u6a21\u578b\u65b9\u9762\u6709\u624e\u5b9e\u7684\u638c\u63e1,\u53ef\u4ee5\u9ad8\u6548\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u73af\u5883\u3002<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2adc53ef\" data-id=\"2adc53ef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f51d42e elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"6f51d42e\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc2.png\" class=\"attachment-full size-full wp-image-17211\" alt=\"Job Schedulers and Resource Managers\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"> \u4f5c\u4e1a\u8c03\u5ea6\u5668\u548c\u8d44\u6e90\u7ba1\u7406\u5668:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20c722d2 elementor-widget elementor-widget-text-editor\" data-id=\"20c722d2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5728Slurm\u3001Torque\u548cPBS\u7b49\u4f5c\u4e1a\u8c03\u5ea6\u548c\u8d44\u6e90\u7ba1\u7406\u7cfb\u7edf\u65b9\u9762\u5177\u5907\u4e30\u5bcc\u7ecf\u9a8c,\u53ef\u4ee5\u5728HPC\u96c6\u7fa4\u4e0a\u8fdb\u884c\u8ba1\u7b97\u8d44\u6e90\u7684\u6709\u6548\u5206\u914d\u548c\u5229\u7528\u3002<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-51bbaa4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51bbaa4e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2b3ab182\" data-id=\"2b3ab182\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a2a04c4 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"4a2a04c4\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc3.png\" class=\"attachment-full size-full wp-image-17212\" alt=\"Cluster Management Tools\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ea034dc elementor-widget elementor-widget-text-editor\" data-id=\"2ea034dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>McW\u56e2\u961f\u719f\u6089Bright Cluster Manager\u548cOpenHPC\u7b49\u96c6\u7fa4\u7ba1\u7406\u6846\u67b6,\u7b80\u5316HPC\u96c6\u7fa4\u7684\u8d44\u6e90\u4f9b\u5e94\u3001\u76d1\u63a7\u548c\u7ef4\u62a4\u3002<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7d9a3b2c\" data-id=\"7d9a3b2c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-67bb202e elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"67bb202e\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc4.png\" class=\"attachment-full size-full wp-image-17213\" alt=\"Performance Profiling and Tuning\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55638632 elementor-widget elementor-widget-text-editor\" data-id=\"55638632\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6211\u4eec\u638c\u63e1TAU\u3001Perf\u7b49\u6df1\u5165\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u77e5\u8bc6,\u7ed3\u5408\u7f16\u8bd1\u5668\u4f18\u5316\u6280\u80fd,\u53ef\u4ee5\u51c6\u786e\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u5e76\u4f18\u5316HPC\u5e94\u7528\u7a0b\u5e8f\u3002<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-28916f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"28916f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2571f53e\" data-id=\"2571f53e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-678eab31 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"678eab31\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc5.png\" class=\"attachment-full size-full wp-image-17214\" alt=\"Data Management and I\/O Optimization\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"> \u6570\u636e\u7ba1\u7406\u548cI\/O\u4f18\u5316:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62779f35 elementor-widget elementor-widget-text-editor\" data-id=\"62779f35\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5584\u4e8e\u4f18\u5316\u6570\u636e\u5b58\u50a8\u548cI\/O\u64cd\u4f5c,\u5305\u62ec\u5bf9Lustre\u7b49\u5e76\u884c\u6587\u4ef6\u7cfb\u7edf\u7684\u4f18\u5316,\u4ee5\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u3002<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-77801118\" data-id=\"77801118\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76624542 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"76624542\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc6.png\" class=\"attachment-full size-full wp-image-17215\" alt=\"Containerization and Virtualization\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">\u5bb9\u5668\u5316\u548c\u865a\u62df\u5316:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16e67925 elementor-widget elementor-widget-text-editor\" data-id=\"16e67925\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f7f\u7528Docker\u7b49\u5bb9\u5668\u5316\u6280\u672f\u4ee5\u53caKVM\u3001VMware\u7b49\u865a\u62df\u5316\u5de5\u5177,\u589e\u5f3aHPC\u5e94\u7528\u7a0b\u5e8f\u7684\u53ef\u79fb\u690d\u6027\u548c\u8d44\u6e90\u9694\u79bb\u3002<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1a2827ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a2827ef\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4b6d07e2\" data-id=\"4b6d07e2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4bd342ef elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"4bd342ef\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"75\" height=\"75\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc7.png\" class=\"attachment-full size-full wp-image-17216\" alt=\"Debugging and Tracing\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">\u8c03\u8bd5\u548c\u8ddf\u8e2a:<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c37c95c elementor-widget elementor-widget-text-editor\" data-id=\"5c37c95c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6211\u4eec\u638c\u63e1GDB\u7b49\u8c03\u8bd5\u5de5\u5177\u4ee5\u53caIntel VTune\u3001Allinea DDT\u7b49\u8ddf\u8e2a\u6846\u67b6,\u53ef\u4ee5\u9ad8\u6548\u8bca\u65ad\u548c\u89e3\u51b3HPC\u4ee3\u7801\u4e2d\u7684\u95ee\u9898,\u786e\u4fdd\u987a\u5229\u6267\u884c\u3002<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-737ec6e6\" data-id=\"737ec6e6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-47815df1 elementor-widget elementor-widget-text-editor\" data-id=\"47815df1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6211\u4eec\u5168\u9762\u7684HPC\u6280\u80fd\u4f7f\u6211\u4eec\u80fd\u591f\u6839\u636e\u5177\u4f53\u9700\u6c42\u63d0\u4f9b\u9ad8\u6027\u80fd\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u3002<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u9ad8\u6027\u80fd\u8ba1\u7b97(HPC)\u65b9\u9762\u7684\u4e13\u4e1a\u77e5\u8bc6: MulticoreWare\u5728\u9ad8\u6548\u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u3001\u786e\u4fddHPC\u96c6\u7fa4\u4e0a\u7684\u4f5c\u4e1a\u6267\u884c\u6700\u4f73\u4ee5\u53ca\u4f18\u5316\u8d44\u6e90\u4f9b\u5e94\u548c\u7ef4\u62a4\u7b49\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002 \u5e76\u884c\u7f16\u7a0b\u6a21\u578b: \u6211\u4eec\u5728MPI\u548cOpenMP\u7b49\u5e76\u884c\u7f16\u7a0b\u6a21\u578b\u65b9\u9762\u6709\u624e\u5b9e\u7684\u638c\u63e1,\u53ef\u4ee5\u9ad8\u6548\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u73af\u5883\u3002 \u4f5c\u4e1a\u8c03\u5ea6\u5668\u548c\u8d44\u6e90\u7ba1\u7406\u5668: \u5728Slurm\u3001Torque\u548cPBS\u7b49\u4f5c\u4e1a\u8c03\u5ea6\u548c\u8d44\u6e90\u7ba1\u7406\u7cfb\u7edf\u65b9\u9762\u5177\u5907\u4e30\u5bcc\u7ecf\u9a8c,\u53ef\u4ee5\u5728HPC\u96c6\u7fa4\u4e0a\u8fdb\u884c\u8ba1\u7b97\u8d44\u6e90\u7684\u6709\u6548\u5206\u914d\u548c\u5229\u7528\u3002 \u96c6\u7fa4\u7ba1\u7406\u5de5\u5177: McW\u56e2\u961f\u719f\u6089Bright Cluster Manager\u548cOpenHPC\u7b49\u96c6\u7fa4\u7ba1\u7406\u6846\u67b6,\u7b80\u5316HPC\u96c6\u7fa4\u7684\u8d44\u6e90\u4f9b\u5e94\u3001\u76d1\u63a7\u548c\u7ef4\u62a4\u3002 \u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18: \u6211\u4eec\u638c\u63e1TAU\u3001Perf\u7b49\u6df1\u5165\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u77e5\u8bc6,\u7ed3\u5408\u7f16\u8bd1\u5668\u4f18\u5316\u6280\u80fd,\u53ef\u4ee5\u51c6\u786e\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u5e76\u4f18\u5316HPC\u5e94\u7528\u7a0b\u5e8f\u3002 \u6570\u636e\u7ba1\u7406\u548cI\/O\u4f18\u5316: \u5584\u4e8e\u4f18\u5316\u6570\u636e\u5b58\u50a8\u548cI\/O\u64cd\u4f5c,\u5305\u62ec\u5bf9Lustre\u7b49\u5e76\u884c\u6587\u4ef6\u7cfb\u7edf\u7684\u4f18\u5316,\u4ee5\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u3002 \u5bb9\u5668\u5316\u548c\u865a\u62df\u5316: \u4f7f\u7528Docker\u7b49\u5bb9\u5668\u5316\u6280\u672f\u4ee5\u53caKVM\u3001VMware\u7b49\u865a\u62df\u5316\u5de5\u5177,\u589e\u5f3aHPC\u5e94\u7528\u7a0b\u5e8f\u7684\u53ef\u79fb\u690d\u6027\u548c\u8d44\u6e90\u9694\u79bb\u3002 \u8c03\u8bd5\u548c\u8ddf\u8e2a: \u6211\u4eec\u638c\u63e1GDB\u7b49\u8c03\u8bd5\u5de5\u5177\u4ee5\u53caIntel VTune\u3001Allinea DDT\u7b49\u8ddf\u8e2a\u6846\u67b6,\u53ef\u4ee5\u9ad8\u6548\u8bca\u65ad\u548c\u89e3\u51b3HPC\u4ee3\u7801\u4e2d\u7684\u95ee\u9898,\u786e\u4fdd\u987a\u5229\u6267\u884c\u3002 \u6211\u4eec\u5168\u9762\u7684HPC\u6280\u80fd\u4f7f\u6211\u4eec\u80fd\u591f\u6839\u636e\u5177\u4f53\u9700\u6c42\u63d0\u4f9b\u9ad8\u6027\u80fd\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":17099,"menu_order":6,"comment_status":"closed","ping_status":"closed","template":"temp-subpages.php","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-17208","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ML FRAMEWORKS<\/title>\n<meta name=\"description\" content=\"MulticoreWare engineering consulting services include low-level software like Kernel development, porting kernels, profiling &amp; optimizing kernels, memory planning, instructions pipelining to middle-level software like CNN framework parsers, CNN model format converters etc,\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ML FRAMEWORKS\" \/>\n<meta property=\"og:description\" content=\"MulticoreWare engineering consulting services include low-level software like Kernel development, porting kernels, profiling &amp; optimizing kernels, memory planning, instructions pipelining to middle-level software like CNN framework parsers, CNN model format converters etc,\" \/>\n<meta property=\"og:url\" content=\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/\" \/>\n<meta property=\"og:site_name\" content=\"MulticoreWare\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-05T05:34:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc1.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/\",\"url\":\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/\",\"name\":\"ML FRAMEWORKS\",\"isPartOf\":{\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#website\"},\"datePublished\":\"2023-11-22T10:46:54+00:00\",\"dateModified\":\"2023-12-05T05:34:22+00:00\",\"description\":\"MulticoreWare engineering consulting services include low-level software like Kernel development, porting kernels, profiling & optimizing kernels, memory planning, instructions pipelining to middle-level software like CNN framework parsers, CNN model format converters etc,\",\"breadcrumb\":{\"@id\":\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"What we do\",\"item\":\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Machine Learning Frameworks\",\"item\":\"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#website\",\"url\":\"https:\/\/multicorewareinc.com\/ch\/\",\"name\":\"MulticoreWare\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/multicorewareinc.com\/ch\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ML FRAMEWORKS","description":"MulticoreWare engineering consulting services include low-level software like Kernel development, porting kernels, profiling & optimizing kernels, memory planning, instructions pipelining to middle-level software like CNN framework parsers, CNN model format converters etc,","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/","og_locale":"en_US","og_type":"article","og_title":"ML FRAMEWORKS","og_description":"MulticoreWare engineering consulting services include low-level software like Kernel development, porting kernels, profiling & optimizing kernels, memory planning, instructions pipelining to middle-level software like CNN framework parsers, CNN model format converters etc,","og_url":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/","og_site_name":"MulticoreWare","article_modified_time":"2023-12-05T05:34:22+00:00","og_image":[{"url":"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/11\/hpc1.png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/","url":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/","name":"ML FRAMEWORKS","isPartOf":{"@id":"https:\/\/multicorewareinc.com\/ch\/#website"},"datePublished":"2023-11-22T10:46:54+00:00","dateModified":"2023-12-05T05:34:22+00:00","description":"MulticoreWare engineering consulting services include low-level software like Kernel development, porting kernels, profiling & optimizing kernels, memory planning, instructions pipelining to middle-level software like CNN framework parsers, CNN model format converters etc,","breadcrumb":{"@id":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/hpc\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"What we do","item":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/"},{"@type":"ListItem","position":2,"name":"Machine Learning Frameworks","item":"https:\/\/multicorewareinc.com\/ch\/what-we-do\/machine-learning-frameworks\/"},{"@type":"ListItem","position":3,"name":"\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09"}]},{"@type":"WebSite","@id":"https:\/\/multicorewareinc.com\/ch\/#website","url":"https:\/\/multicorewareinc.com\/ch\/","name":"MulticoreWare","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/multicorewareinc.com\/ch\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/pages\/17208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/comments?post=17208"}],"version-history":[{"count":32,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/pages\/17208\/revisions"}],"predecessor-version":[{"id":17254,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/pages\/17208\/revisions\/17254"}],"up":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/pages\/17099"}],"wp:attachment":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/media?parent=17208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}