{"id":1799,"date":"2021-09-02T06:24:50","date_gmt":"2021-09-02T06:24:50","guid":{"rendered":"http:\/\/10.26.36.32\/?page_id=1799"},"modified":"2024-01-21T16:20:39","modified_gmt":"2024-01-21T16:20:39","slug":"materialy-szkoleniowe","status":"publish","type":"page","link":"https:\/\/cc.eurohpc.pl\/index.php\/materialy-szkoleniowe\/","title":{"rendered":"Materia\u0142y szkoleniowe"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1799\" class=\"elementor elementor-1799\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4ea0d4a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ea0d4a\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-e182153\" data-id=\"e182153\" data-element_type=\"column\" data-e-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-008b17b elementor-widget elementor-widget-heading\" data-id=\"008b17b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">MATERIA\u0141Y SZKOLENIOWE<\/h2>\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-top-section elementor-element elementor-element-45b48fb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"45b48fb\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-f8f17a8\" data-id=\"f8f17a8\" data-element_type=\"column\" data-e-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-0852692 elementor-widget elementor-widget-heading\" data-id=\"0852692\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wst\u0119p do programowania r\u00f3wnoleg\u0142ego: MPI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1709cd elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d1709cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96c678c elementor-widget elementor-widget-text-editor\" data-id=\"96c678c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Wst\u0119p do programowania r\u00f3wnoleg\u0142ego: MPI<br \/><strong>PRELEGENT:<\/strong> Maciej Szpindler, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW <br \/><strong>STRESZCZENIE:<\/strong> Drugie szkolenie dotycz\u0105ce element\u00f3w programowania r\u00f3wnoleg\u0142ego i infrastruktury projektu LUMI. W tej cz\u0119\u015bci uczestnicy zapoznaj\u0105 si\u0119 z modelem programowania w architekturze pami\u0119ci rozproszonej z wykorzystaniem interfejsu MPI (Message Passing Interface). Cz\u0119\u015b\u0107 wyk\u0142adow\u0105 uzupe\u0142nia sesja praktyczna, w trakcie kt\u00f3rej s\u0142uchacze maj\u0105 okazj\u0119 samodzielnie zastosowa\u0107 omawiane zagadnienia.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-57c4280 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"57c4280\" data-element_type=\"section\" data-e-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-1f3ee37\" data-id=\"1f3ee37\" data-element_type=\"column\" data-e-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-c143d64 elementor-widget elementor-widget-heading\" data-id=\"c143d64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/indico.icm.edu.pl\/event\/29\/\" target=\"_blank\">POBIERZ PREZENTACJ\u0118<\/a><\/h2>\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-5e6eb5b\" data-id=\"5e6eb5b\" data-element_type=\"column\" data-e-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-ba5f3b1 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ba5f3b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  c-2.69,4.43-7.55,7.41-13.11,7.41c-8.46,0-15.34-6.88-15.34-15.34c0-8.46,6.88-15.34,15.34-15.34c3.56,0,7.04,1.26,9.78,3.52  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c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-b3409f6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b3409f6\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-f6da3ce\" data-id=\"f6da3ce\" data-element_type=\"column\" data-e-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-9f9aa48 elementor-widget elementor-widget-heading\" data-id=\"9f9aa48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI w medycynie. Od klasyfikacji do modeli generatywnych<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-313f480 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"313f480\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44caec7 elementor-widget elementor-widget-text-editor\" data-id=\"44caec7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> AI w medycynie. Od klasyfikacji do modeli generatywnych<br \/><strong>PRELEGENT:<\/strong> Marek Justyna, Pozna\u0144skie Centrum Superkomputerowo-Sieciowe<br \/><strong>STRESZCZENIE:<\/strong> W prezentacji przedstawione zosta\u0142y przyk\u0142adowe scenariusze wykorzystania modeli AI do przetwarzania danych z obrazowania medycznego (X-ray oraz CT). Przyk\u0142adowe scenariusze obejmuj\u0105 klasyfikacj\u0119, segmentacj\u0119 oraz transformacj\u0119 modelami generatywnymi. Om\u00f3wione s\u0105 zagadnienia zwi\u0105zane ze specyfik\u0105 danych, sposoby ich wst\u0119pnego przetwarzania oraz metody oceny jako\u015bci rozwi\u0105za\u0144.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1f8caba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1f8caba\" data-element_type=\"section\" data-e-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-1c9293a\" data-id=\"1c9293a\" data-element_type=\"column\" data-e-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-cab4dab elementor-widget elementor-widget-heading\" data-id=\"cab4dab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/sd4_MwnG3t8\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-64a41cb\" data-id=\"64a41cb\" data-element_type=\"column\" data-e-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-ff7f587 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ff7f587\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" 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c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-5b882fc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b882fc\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-6665072\" data-id=\"6665072\" data-element_type=\"column\" data-e-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-2a50c31 elementor-widget elementor-widget-heading\" data-id=\"2a50c31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wst\u0119p do programowania r\u00f3wnoleg\u0142ego: OpenMP\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1213308 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1213308\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7753d9a elementor-widget elementor-widget-text-editor\" data-id=\"7753d9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Wst\u0119p do programowania r\u00f3wnoleg\u0142ego: OpenMP<br \/><strong>PRELEGENT:<\/strong> dr Micha\u0142 Hermanowicz, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW <br \/><strong>STRESZCZENIE:<\/strong> Pierwsze szkolenie dotycz\u0105ce element\u00f3w programowania r\u00f3wnoleg\u0142ego (OpenMP, MPI) i infrastruktury projektu LUMI. W tej cz\u0119\u015bci uczestnicy zapoznaj\u0105 si\u0119 z mechanizmami dzia\u0142ania program\u00f3w r\u00f3wnoleg\u0142ych, zasadami ich tworzenia, kompilowania i uruchamiania w architekturze pami\u0119ci wsp\u00f3\u0142dzielonej (OpenMP). Cz\u0119\u015b\u0107 wyk\u0142adowa uzupe\u0142niona jest sesj\u0105 praktyczn\u0105, w trakcie kt\u00f3rej s\u0142uchacze maj\u0105 okazj\u0119 samodzielnie zastosowa\u0107 omawiane zagadnienia.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2bd4ec1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bd4ec1\" data-element_type=\"section\" data-e-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-e1b0034\" data-id=\"e1b0034\" data-element_type=\"column\" data-e-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-a6c172d elementor-widget elementor-widget-heading\" data-id=\"a6c172d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/indico.icm.edu.pl\/event\/28\/\" target=\"_blank\">POBIERZ PREZENTACJ\u0118<\/a><\/h2>\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-afd5548\" data-id=\"afd5548\" data-element_type=\"column\" data-e-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-776f563 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"776f563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  c-2.69,4.43-7.55,7.41-13.11,7.41c-8.46,0-15.34-6.88-15.34-15.34c0-8.46,6.88-15.34,15.34-15.34c3.56,0,7.04,1.26,9.78,3.52  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c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-0475f0b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0475f0b\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-4db63c9\" data-id=\"4db63c9\" data-element_type=\"column\" data-e-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-2412c97 elementor-widget elementor-widget-heading\" data-id=\"2412c97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Modele liniowe w praktyce \u2013 modelowanie liczby zgon\u00f3w w zale\u017cno\u015bci od smogu i pogody<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e95a38 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1e95a38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-034090e elementor-widget elementor-widget-text-editor\" data-id=\"034090e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Modele liniowe w praktyce \u2013 modelowanie liczby zgon\u00f3w w zale\u017cno\u015bci od smogu i pogody<br \/><strong>PRELEGENT:<\/strong> dr Tomasz Fruboes, Narodowe Centrum Bada\u0144 J\u0105drowych<br \/><strong>STRESZCZENIE:<\/strong> W styczniu 2017 zaobserwowano wzrost o 30 % liczby zgon\u00f3w w Polsce w por\u00f3wnaniu do liczby zgon\u00f3w obserwowanej rok wcze\u015bniej. W wyst\u0105pieniu zaprezentowana zosta\u0142a analiza danych dotycz\u0105cych liczby oraz przyczyn zgon\u00f3w obserwowanych w Szpitalu Biela\u0144skim w Warszawie. Pokazane jest zastosowanie metod pozwalaj\u0105cych oceni\u0107, na ile nadwy\u017cka obserwowanej liczby zgon\u00f3w jest anomalna. Jedn\u0105 z nich jest zastosowanie uog\u00f3lnionego modelu liniowego do pr\u00f3by wyja\u015bnienia, czy niskie temperatury i wysoki poziom zanieczyszczenia powietrza obserwowany w danym miesi\u0105cu s\u0105 w stanie wyja\u015bni\u0107 nadwy\u017ck\u0119 zgon\u00f3w.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-25497d7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25497d7\" data-element_type=\"section\" data-e-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-a8fe04f\" data-id=\"a8fe04f\" data-element_type=\"column\" data-e-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-3e37eb7 elementor-widget elementor-widget-heading\" data-id=\"3e37eb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/n1e6J7JxJSI\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-1df8673\" data-id=\"1df8673\" data-element_type=\"column\" data-e-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-29a7c89 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"29a7c89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  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c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-2c13706 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c13706\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-621227a\" data-id=\"621227a\" data-element_type=\"column\" data-e-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-841180a elementor-widget elementor-widget-heading\" data-id=\"841180a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wprowadzenie do oblicze\u0144 na komputerach ICM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47c488f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"47c488f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f61baf elementor-widget elementor-widget-text-editor\" data-id=\"5f61baf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Wprowadzenie do oblicze\u0144 na komputerach ICM<br \/><strong>PRELEGENT:<\/strong> dr Micha\u0142 Hermanowicz, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW <br \/><strong>STRESZCZENIE: <\/strong>Szkolenie skierowane jest zar\u00f3wno dla nowych, jak i do\u015bwiadczonych u\u017cytkownik\u00f3w superkomputer\u00f3w. Zapoznaj\u0105 si\u0119 oni z charakterystyk\u0105 zasob\u00f3w obliczeniowych ICM UW, a tak\u017ce z podstawami ich wykorzystania. Poruszane zagadnienia obejmuj\u0105 zlecanie zada\u0144 do systemu kolejkowego, modu\u0142y aplikacji, a tak\u017ce wybrane elementy obs\u0142ugi \u015brodowiska systemu GNU\/Linux. Uczestnicy poznaj\u0105 dost\u0119pne zasoby: Topol\u0119, Okeanos i Rysy (GPU\/PBaran), a tak\u017ce zasady dost\u0119pu do nich (logowanie, system plik\u00f3w \/ kopiowanie danych, edycj\u0119 \/ operacje na plikach, aplikacje u\u017cytkowe \/ system modu\u0142\u00f3w, system kolejkowy SLURM) oraz podstawowe instrukcje.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9b60473 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9b60473\" data-element_type=\"section\" data-e-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-b5747d7\" data-id=\"b5747d7\" data-element_type=\"column\" data-e-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-03108ba elementor-widget elementor-widget-heading\" data-id=\"03108ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/indico.icm.edu.pl\/event\/27\/\" target=\"_blank\">POBIERZ PREZENTACJ\u0118<\/a><\/h2>\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-99af87d\" data-id=\"99af87d\" data-element_type=\"column\" data-e-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-a631533 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"a631533\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  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c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-85e09b3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"85e09b3\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-1528a08\" data-id=\"1528a08\" data-element_type=\"column\" data-e-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-ef9ee59 elementor-widget elementor-widget-heading\" data-id=\"ef9ee59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Od prostych klasyfikator\u00f3w do konwolucyjnych sieci neuronowych<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b9da23 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9b9da23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62434b8 elementor-widget elementor-widget-text-editor\" data-id=\"62434b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Od prostych klasyfikator\u00f3w do konwolucyjnych sieci neuronowych<br \/><strong>PRELEGENT:<\/strong> dr Jakub Zieli\u0144ski, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW<br \/><strong>STRESZCZENIE:<\/strong> W prezentacji om\u00f3wione s\u0105 podstawowe klasyfikatory stosowane w uczeniu maszynowym: KNN, SVM, fundamentalne r\u00f3\u017cnice pomi\u0119dzy nimi oraz zwi\u0105zek pomi\u0119dzy SVM a perceptronem. Przedstawione zosta\u0142y p\u0142ytkie sieci neuronowe (sekwencyjne) i ich najwa\u017cniejsze w\u0142a\u015bciwo\u015bci geometryczne oraz ich konsekwencje dla mo\u017cliwo\u015bci sieci oraz ryzyka przeuczenia. Om\u00f3wione s\u0105 klasyfikatory oparte na sieciach konwolucyjnych, pokazane zosta\u0142y typowe elementy sk\u0142adowe takich z\u0142o\u017conych sieci. Wyst\u0105pienie ko\u0144czy kilka przyk\u0142ad\u00f3w u\u017cycia sieci: analiza obraz\u00f3w MRI \u015bci\u0119gna Achillesa, zastosowania w ocenie pracy serca i p\u0142uc. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a5e6639 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a5e6639\" data-element_type=\"section\" data-e-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-fed6d5a\" data-id=\"fed6d5a\" data-element_type=\"column\" data-e-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-8c318de elementor-widget elementor-widget-heading\" data-id=\"8c318de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/RylwDAQBAfE\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-9652a4d\" data-id=\"9652a4d\" data-element_type=\"column\" data-e-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-1c56eb9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1c56eb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  c-2.69,4.43-7.55,7.41-13.11,7.41c-8.46,0-15.34-6.88-15.34-15.34c0-8.46,6.88-15.34,15.34-15.34c3.56,0,7.04,1.26,9.78,3.52  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c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-6aaca58 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6aaca58\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-14e6983\" data-id=\"14e6983\" data-element_type=\"column\" data-e-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-f460feb elementor-widget elementor-widget-heading\" data-id=\"f460feb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Modele jednowymiarowe w uczeniu nadzorowanym<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95eb699 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"95eb699\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bbb6b3 elementor-widget elementor-widget-text-editor\" data-id=\"7bbb6b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Modele jednowymiarowe w uczeniu nadzorowanym<br \/><strong>PRELEGENT:<\/strong> dr Jakub Zieli\u0144ski, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW<br \/><strong>STRESZCZENIE:<\/strong> W drugiej prezentacji przedstawione s\u0105 modele jednowymiarowe w uczeniu nadzorowanym. Pokazane s\u0105: <br \/>\u2013 uog\u00f3lnienia klasycznej regresji z inn\u0105 funkcj\u0105 kary. Schematy te s\u0105 znacznie bardziej odporne na zak\u0142\u00f3cenia spowodowane obecno\u015bci\u0105 warto\u015bci odstaj\u0105cych; <br \/>\u2013 przyk\u0142ady zastosowa\u0144: predykcj\u0119 zu\u017cycia energii lub wody w funkcji czasu i zmiany t\u0119tna w obecno\u015bci napadowej arytmii;<br \/>\u2013 regresja wielu zmiennych, sytuacje gdy liczba predyktor\u00f3w, a wi\u0119c i parametr\u00f3w dopasowania jest du\u017ca w por\u00f3wnaniu z liczb\u0105 obserwacji;<br \/>\u2013 dwa modele: LASSO i Elastic-Net;<br \/>\u2013 proste klasyfikatory: regresja logistyczna, KNN, SVM, perceptron.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-321d96c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"321d96c\" data-element_type=\"section\" data-e-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-5603cba\" data-id=\"5603cba\" data-element_type=\"column\" data-e-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-89ce4fe elementor-widget elementor-widget-heading\" data-id=\"89ce4fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.youtube.com\/watch?v=ULHCTrCtXNs\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-0012dda\" data-id=\"0012dda\" data-element_type=\"column\" data-e-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-84f40de elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"84f40de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  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elementor-element elementor-element-486daa5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"486daa5\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-07a8046\" data-id=\"07a8046\" data-element_type=\"column\" data-e-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-8a11cb2 elementor-widget elementor-widget-heading\" data-id=\"8a11cb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Uczenie maszynowe w analizie danych biomedycznych<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87ca6d9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"87ca6d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a26933 elementor-widget elementor-widget-text-editor\" data-id=\"6a26933\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Uczenie maszynowe w analizie danych biomedycznych (EKG i obraz\u00f3w mikroskopowych)<br \/><strong>PRELEGENT<\/strong>: dr Jakub Zieli\u0144ski, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW <br \/><strong>STRESZCZENIE:<\/strong> W prezentacji om\u00f3wione zosta\u0142y najwa\u017cniejsze obecnie zagadnienia nienadzorowanego uczenia maszynowego: redukcja wymiarowo\u015bci, separacja na\u0142o\u017conych sygna\u0142\u00f3w, klasteryzacja. Przestawione s\u0105 te\u017c podstawy teoretyczne oraz przyk\u0142ady zastosowa\u0144 uczenia maszynowego w medycynie i biologii, a tak\u017ce takie zagadnienia, jak: analiza obraz\u00f3w mikroskopowych, klasyfikacja wokalizacji szczur\u00f3w, analiza sygna\u0142u EKG ludzkiego p\u0142odu (separacja sygna\u0142\u00f3w: matki, p\u0142odu i szumu). <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-263fcef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"263fcef\" data-element_type=\"section\" data-e-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-5e40397\" data-id=\"5e40397\" data-element_type=\"column\" data-e-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-b4299e3 elementor-widget elementor-widget-heading\" data-id=\"b4299e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.youtube.com\/watch?v=RQHyIlJ8PJY\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-2eb73c3\" data-id=\"2eb73c3\" data-element_type=\"column\" data-e-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-ff598c1 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ff598c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  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v0.59c0.9,0,1.75-0.01,2.6,0c1.96,0.01,3.91,0.04,5.87,0.05C16.19,13.83,16.19,13.82,16.09,13.18 M15.58,11.51  c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-6faa71e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6faa71e\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-35c2623\" data-id=\"35c2623\" data-element_type=\"column\" data-e-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-ceb3544 elementor-widget elementor-widget-heading\" data-id=\"ceb3544\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EuroCC tutorial on transfer learning in computer vision<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-751a387 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"751a387\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f27214 elementor-widget elementor-widget-text-editor\" data-id=\"9f27214\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> EuroCC tutorial on transfer learning in computer vision &#8211; part <br \/><strong>PRELEGENT<\/strong>: Micha\u0142 Obara, Narodowe Centrum Bada\u0144 J\u0105drowych (National Centre for Nuclear Research) <br \/><strong>STRESZCZENIE: <\/strong>Transfer learning is a machine learning (ML) technique of reusing models with pre-trained knowledge obtained for a general ML task, and applying it to another, more specific ML task, with limited training data or computational resources. This hands-on training will cover the following topics in computer-vision-related problems:<br \/>\u2013 introduction to transfer learning in computer vision,<br \/>\u2013 image classification with feature extraction &#8211; using a downloadable model with pre-trained parameters for a custom classification task,<br \/>\u2013 image classification with fine-tuning &#8211; update parameters of a pre-trained model to get better results,<br \/>\u2013 demonstration of handling imbalanced data set for transfer learning in image classification.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6dc66ca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6dc66ca\" data-element_type=\"section\" data-e-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-e8672cd\" data-id=\"e8672cd\" data-element_type=\"column\" data-e-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-4b0f3ad elementor-widget elementor-widget-heading\" data-id=\"4b0f3ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/events.ncbj.gov.pl\/event\/141\/contributions\/863\/\" target=\"_blank\">POBIERZ MATERIA\u0141Y<\/a><\/h2>\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-8da93fd\" data-id=\"8da93fd\" data-element_type=\"column\" data-e-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-ed64dc9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ed64dc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{clip-path:url(#SVGID_00000126299621623133418160000017033235787332680324_);fill:#AA8523;}<\/style><g>\t<defs>\t\t<rect id=\"SVGID_1_\" x=\"0.02\" y=\"0.02\" width=\"33.35\" height=\"33.34\"><\/rect>\t<\/defs>\t<clipPath id=\"SVGID_00000171708283512180625980000014715946712744437890_\">\t\t<use xlink:href=\"#SVGID_1_\" style=\"overflow:visible;\"><\/use>\t<\/clipPath>\t<path 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M23.78,28.22c0.84,0,1.52-0.69,1.52-1.53V9.7c0-0.84-0.68-1.53-1.52-1.53h-0.81V6.69c0-0.84-0.68-1.53-1.52-1.53H9.61  c-0.84,0-1.52,0.69-1.52,1.53v16.99c0,0.84,0.68,1.53,1.52,1.53h0.81v1.48c0,0.84,0.68,1.53,1.52,1.53H23.78z\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-4e3b776 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e3b776\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-6a4c0b9\" data-id=\"6a4c0b9\" data-element_type=\"column\" data-e-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-683e0a9 elementor-widget elementor-widget-heading\" data-id=\"683e0a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer \u2013 parts 1 and 2 <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4784cbd elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4784cbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-296f986 elementor-widget elementor-widget-text-editor\" data-id=\"296f986\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer &#8211; part 1<br \/><strong>PRELEGENT<\/strong>: Maciej Szpindler, ACK Cyfronet AGH (ACC Cyfronet AGH)\u00a0 <br \/><strong>STRESZCZENIE:\u00a0<\/strong>The LUMI is one of the European pre-exascale HPC systems hosted by the LUMI consortium. The LUMI (Large Unified Modern Infrastructure) consortium countries are Finland, Belgium, Czech Republic, Denmark, Estonia, Iceland, Norway, Poland, Sweden, and Switzerland. This one-day tutorial presents a technical overview of the system&#8217;s hardware configuration and programming level environment. The aim of the course is to popularize hardware design of the compute nodes and network and associated programming environment. This introductory material is meant to be a quick-start for those who consider access to the LUMI resources and brief introduction to the software tools available and capabilities of the hardware.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f2ecad0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f2ecad0\" data-element_type=\"section\" data-e-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-122724c\" data-id=\"122724c\" data-element_type=\"column\" data-e-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-9b7081e elementor-widget elementor-widget-heading\" data-id=\"9b7081e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/events.ncbj.gov.pl\/event\/141\/timetable\/#20220915.detailed\" target=\"_blank\">POBIERZ MATERIA\u0141Y<\/a><\/h2>\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-e94691f\" data-id=\"e94691f\" data-element_type=\"column\" data-e-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-55f747b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"55f747b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg 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c-0.84,0-1.52,0.69-1.52,1.53v16.99c0,0.84,0.68,1.53,1.52,1.53h0.81v1.48c0,0.84,0.68,1.53,1.52,1.53H23.78z\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-38c784f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"38c784f\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-8b7eb79\" data-id=\"8b7eb79\" data-element_type=\"column\" data-e-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-cb5909c elementor-widget elementor-widget-heading\" data-id=\"cb5909c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Optymalizacja aplikacji HPC w \u015brodowisku klastr\u00f3w obliczeniowych na przyk\u0142adzie numerycznego modelu pogody WRF<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f70e5f4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f70e5f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5648407 elementor-widget elementor-widget-text-editor\" data-id=\"5648407\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Optymalizacja aplikacji HPC w \u015brodowisku klastr\u00f3w obliczeniowych na przyk\u0142adzie numerycznego modelu pogody WRF<br \/><strong>PRELEGENT<\/strong>: prof. dr hab. in\u017c. Mariusz Figurski, Politechnika Gda\u0144ska, IMGW<br \/><strong>STRESZCZENIE:<\/strong> Wprowadzenie do oblicze\u0144 r\u00f3wnoleg\u0142ych w klastrach obliczeniowych, projektowanie algorytm\u00f3w r\u00f3wnoleg\u0142ych \u2013 problem dekompozycji zada\u0144, czym s\u0105 numeryczne modele pogody, ich zalety i wady, modele oblicze\u0144 r\u00f3wnoleg\u0142ych wykorzystywane w modelu WRF, sposoby kompilacji, optymalizacji i walidacji oblicze\u0144. Przedstawione zosta\u0142y: podstawy oblicze\u0144 r\u00f3wnoleg\u0142ych, numeryczne modele pogody \u2013 podstawy na podstawie modelu WRF, realizacja oblicze\u0144 w modelu WRF, optymalizacja i walidacja oraz benchmark superkomputer\u00f3w z wykorzystaniem numerycznego modelu pogody WRF. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f102be9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f102be9\" data-element_type=\"section\" data-e-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-6181286\" data-id=\"6181286\" data-element_type=\"column\" data-e-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-a77f16b elementor-widget elementor-widget-heading\" data-id=\"a77f16b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.youtube.com\/@citaskpolitechnikagdanska82\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-4de79f3\" data-id=\"4de79f3\" data-element_type=\"column\" data-e-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-03d610e elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"03d610e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  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c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-2f77ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f77ae3\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-54e9427\" data-id=\"54e9427\" data-element_type=\"column\" data-e-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-20848ad elementor-widget elementor-widget-heading\" data-id=\"20848ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Obliczenia metodami chemii kwantowej: programy Gamess i Gaussian\n\u2013 przyk\u0142ady zastosowa\u0144 w projektowaniu nowych materia\u0142\u00f3w funkcjonalnych<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-895566e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"895566e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f56bf74 elementor-widget elementor-widget-text-editor\" data-id=\"f56bf74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Obliczenia metodami chemii kwantowej: programy Gamess i Gaussian \u2013 przyk\u0142ady zastosowa\u0144 w projektowaniu nowych materia\u0142\u00f3w funkcjonalnych<br \/><strong>PRELEGENT<\/strong>: dr hab. Maciej Bobrowski, Politechnika Gda\u0144ska\u00a0 <br \/><strong>STRESZCZENIE:\u00a0<\/strong>Przedstawione s\u0105 og\u00f3lne idee metod chemii kwantowej, z punktu widzenia praktyka, oraz przyk\u0142ady ich zastosowania przy projektowaniu nowych materia\u0142\u00f3w funkcjonalnych: polimer\u00f3w osadzanych z fazy gazowej w metodzie LPCVD (ang. Low Pressure Chemical Vapor Deposition) i ciek\u0142ych materia\u0142\u00f3w termoelektrycznych. Przedstawione s\u0105 te\u017c ograniczenia takich metod. Pokazany zosta\u0142 przyk\u0142ad wykorzystania metod chemii kwantowej przy dalszym projektowaniu algorytm\u00f3w kombinowanych kwantowo-klasycznych, kt\u00f3re z kolei mog\u0105 by\u0107 wykorzystane do analizy wi\u0119kszych uk\u0142ad\u00f3w, tj. z\u0142o\u017conych z wielu tysi\u0119cy atom\u00f3w. Om\u00f3wione jest badanie struktury elektronowej i uwzgl\u0119dnianie jej w obliczeniach, ale r\u00f3wnie\u017c analiza tej struktury i wyci\u0105ganie stosownych wniosk\u00f3w. W czasie szkolenia, z wykorzystaniem komputera typu PC i superkomputera Centrum Informatycznego TASK prowadz\u0105cy przedstawi\u0142 liczne przyk\u0142ady u\u017cycia oprogramowania Gamess i Gaussian, w tym metody wykorzystywania tych program\u00f3w na superkomputerze Tryton. Przedstawione zosta\u0142y przyk\u0142ady prowadzenia oblicze\u0144 r\u00f3\u017cnymi metodami chemii kwantowej, zaczynaj\u0105c od metod Hartree-Focka i ko\u0144cz\u0105c na metodach wielokonfiguracyjnych z obliczeniami poprawek metodami perturbacyjnymi. R\u00f3wnie\u017c przedstawiona jest metoda graficznej wizualizacji uzyskiwanych wynik\u00f3w.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-db9f519 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"db9f519\" data-element_type=\"section\" data-e-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-04c190a\" data-id=\"04c190a\" data-element_type=\"column\" data-e-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-f1a48c1 elementor-widget elementor-widget-heading\" data-id=\"f1a48c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/task.gda.pl\/pl\/aktualnosci\/obliczenia-metodami-chemii-kwantowej-programy-gamess-i-gaussian\/\" target=\"_blank\">POBIERZ MATERIA\u0141Y<\/a><\/h2>\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-7bf6fdb\" data-id=\"7bf6fdb\" data-element_type=\"column\" data-e-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-54d1b74 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"54d1b74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{clip-path:url(#SVGID_00000126299621623133418160000017033235787332680324_);fill:#AA8523;}<\/style><g>\t<defs>\t\t<rect id=\"SVGID_1_\" x=\"0.02\" y=\"0.02\" width=\"33.35\" height=\"33.34\"><\/rect>\t<\/defs>\t<clipPath id=\"SVGID_00000171708283512180625980000014715946712744437890_\">\t\t<use xlink:href=\"#SVGID_1_\" style=\"overflow:visible;\"><\/use>\t<\/clipPath>\t<path style=\"clip-path:url(#SVGID_00000171708283512180625980000014715946712744437890_);fill:#AA8523;\" d=\"M33.37,16.69  c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.25C29.92,8.33,29.81,8.73,30,9.05c1.33,2.31,2.03,4.96,2.03,7.64  c0,8.47-6.88,15.34-15.34,15.34c-8.46,0-15.34-6.88-15.34-15.34c0-8.46,6.88-15.34,15.34-15.34c3.56,0,7.04,1.25,9.78,3.52  c0.29,0.23,0.71,0.2,0.94-0.08c0.23-0.29,0.2-0.71-0.09-0.94c-2.98-2.47-6.75-3.82-10.63-3.82C7.5,0.02,0.02,7.51,0.02,16.69  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elementor-top-section elementor-element elementor-element-51a3a1e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51a3a1e\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-2eccab5\" data-id=\"2eccab5\" data-element_type=\"column\" data-e-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-d196ec4 elementor-widget elementor-widget-heading\" data-id=\"d196ec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Analiza proces\u00f3w cieplno-przep\u0142ywowych przy u\u017cyciu oprogramowania typu ANSYS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94c31da elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"94c31da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b747163 elementor-widget elementor-widget-text-editor\" data-id=\"b747163\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Analiza proces\u00f3w cieplno-przep\u0142ywowych przy u\u017cyciu oprogramowania typu ANSYS<br \/><strong>PRELEGENT<\/strong>: dr hab. in\u017c. S\u0142awomir Pietrowicz, prof. uczelni oraz dr in\u017c. J\u00f3zef Rak, Politechnika Wroc\u0142awska <br \/><strong>STRESZCZENIE: <\/strong>Szkolenie sk\u0142ada si\u0119 z dw\u00f3ch cz\u0119\u015bci. Om\u00f3wione s\u0105 podstawowe prawa wykorzystane w czasie symulacji numerycznych proces\u00f3w cieplno-przep\u0142ywowych, nast\u0119pnie r\u00f3wnania, w formie r\u00f3\u017cniczkowej, wykorzystane do opisu omawianych proces\u00f3w. Pokazana jest technika implementacji tych r\u00f3wna\u0144 w programie typu CFD oraz praktyczne podstawy numerycznej mechaniki p\u0142yn\u00f3w (CFD).W cz\u0119\u015bci warsztatowej om\u00f3wione s\u0105 nast\u0119puj\u0105ce elementy modelowania numerycznego:<br \/>\u2022 przygotowanie geometrii tr\u00f3jwymiarowej<br \/>\u2022 dyskretyzacja i siatki numeryczne<br \/>\u2022 zaprogramowanie oblicze\u0144, warunki brzegowe<br \/>\u2022 praca solvera numerycznego<br \/>\u2022 obr\u00f3bka wynik\u00f3w, ich wizualizacja i interpretacja<br \/>\u2022 Optymalizacja badanego systemu i praktyczne wnioski z wykonanych symulacji.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-fdd6511 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdd6511\" data-element_type=\"section\" data-e-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-2dfecfb\" data-id=\"2dfecfb\" data-element_type=\"column\" data-e-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-c21647b elementor-widget elementor-widget-heading\" data-id=\"c21647b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/RylwDAQBAfE\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-2b8901c\" data-id=\"2b8901c\" data-element_type=\"column\" data-e-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-452dfad elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"452dfad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{clip-path:url(#SVGID_00000126299621623133418160000017033235787332680324_);fill:#AA8523;}<\/style><g>\t<defs>\t\t<rect id=\"SVGID_1_\" x=\"0.02\" y=\"0.02\" width=\"33.35\" height=\"33.34\"><\/rect>\t<\/defs>\t<clipPath id=\"SVGID_00000171708283512180625980000014715946712744437890_\">\t\t<use xlink:href=\"#SVGID_1_\" style=\"overflow:visible;\"><\/use>\t<\/clipPath>\t<path style=\"clip-path:url(#SVGID_00000171708283512180625980000014715946712744437890_);fill:#AA8523;\" d=\"M33.37,16.69  c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.25C29.92,8.33,29.81,8.73,30,9.05c1.33,2.31,2.03,4.96,2.03,7.64  c0,8.47-6.88,15.34-15.34,15.34c-8.46,0-15.34-6.88-15.34-15.34c0-8.46,6.88-15.34,15.34-15.34c3.56,0,7.04,1.25,9.78,3.52  c0.29,0.23,0.71,0.2,0.94-0.08c0.23-0.29,0.2-0.71-0.09-0.94c-2.98-2.47-6.75-3.82-10.63-3.82C7.5,0.02,0.02,7.51,0.02,16.69  c0,9.19,7.48,16.67,16.67,16.67S33.36,25.88,33.37,16.69 M10.88,10.99h9.31v-1.1h-9.31V10.99z M10.88,13.43h9.31v-1.1h-9.31V13.43z   M10.88,15.73h9.31v-1.1h-9.31V15.73z M10.88,18.17h9.31v-1.1h-9.31V18.17z M23.78,27.12H11.93c-0.23,0-0.42-0.19-0.42-0.43v-1.48  h9.94c0.84,0,1.52-0.69,1.52-1.53V9.27h0.81c0.23,0,0.42,0.19,0.42,0.43v16.99C24.2,26.93,24.01,27.12,23.78,27.12 M21.87,23.68  c0,0.24-0.19,0.43-0.42,0.43H9.61c-0.23,0-0.42-0.19-0.42-0.43V6.69c0-0.24,0.19-0.43,0.42-0.43h11.84c0.23,0,0.42,0.19,0.42,0.43  V23.68z M23.78,28.22c0.84,0,1.52-0.69,1.52-1.53V9.7c0-0.84-0.68-1.53-1.52-1.53h-0.81V6.69c0-0.84-0.68-1.53-1.52-1.53H9.61  c-0.84,0-1.52,0.69-1.52,1.53v16.99c0,0.84,0.68,1.53,1.52,1.53h0.81v1.48c0,0.84,0.68,1.53,1.52,1.53H23.78z\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-3414de5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3414de5\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-1a1a8d1\" data-id=\"1a1a8d1\" data-element_type=\"column\" data-e-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-f38f979 elementor-widget elementor-widget-heading\" data-id=\"f38f979\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wst\u0119p do implementacji modeli fizycznych przy wykorzystaniu OpenFOAM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49586c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"49586c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f7413e elementor-widget elementor-widget-text-editor\" data-id=\"1f7413e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Wst\u0119p do implementacji modeli fizycznych przy wykorzystaniu OpenFOAM<br \/><strong>PRELEGENT<\/strong>: dr in\u017c. Przemys\u0142aw B\u0142asiak, Politechnika Wroc\u0142awska.<br \/><strong>STRESZCZENIE:<\/strong> OpenFOAM jest darmowym, stale rozwijanym oprogramowaniem do tworzenia symulacji CFD (ang. Computational Fluid Dynamics \u2013 obliczeniowej mechaniki p\u0142yn\u00f3w). Podczas szkolenia om\u00f3wiono, jak mo\u017cna programowa\u0107 w OpenFOAM, u\u017cywaj\u0105c j\u0119zyka C++. Pokazano te\u017c przyk\u0142ad implementacji warunku brzegowego. Przedstawione s\u0105 nast\u0119puj\u0105ce zagadnienia:<br \/>\u2022 C++ w OpenFOAM<br \/>\u2022 opis cz\u0119\u015bciej u\u017cywanych klas w OpenFOAM<br \/>\u2022 implementacja r\u00f3wnania energii w simpleFoam<br \/>\u2022 przyk\u0142ad implementacji warunku brzegowego.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ecd86b4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ecd86b4\" data-element_type=\"section\" data-e-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-c2265f9\" data-id=\"c2265f9\" data-element_type=\"column\" data-e-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-b91e9e1 elementor-widget elementor-widget-heading\" data-id=\"b91e9e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/9lxXtTgk7nQ\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-c618daf\" data-id=\"c618daf\" data-element_type=\"column\" data-e-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-0196260 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"0196260\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  C14.49,21.4,14.92,21,15.69,21c4.29-0.01,8.57-0.01,12.86,0c0.8,0,1.22,0.4,1.23,1.16c0.01,0.83,0.01,1.65,0.01,2.48  c-2.69,4.43-7.55,7.41-13.11,7.41c-8.46,0-15.34-6.88-15.34-15.34c0-8.46,6.88-15.34,15.34-15.34c3.56,0,7.04,1.26,9.78,3.52  c0.29,0.23,0.71,0.2,0.94-0.09c0.23-0.29,0.2-0.71-0.09-0.94c-2.99-2.47-6.75-3.82-10.63-3.82C7.5,0.02,0.02,7.51,0.02,16.69  c0,9.19,7.48,16.67,16.67,16.67S33.36,25.88,33.37,16.69 M4.37,8.7c0.01,1.89,0.04,3.78,0.04,5.68c0,1.81-0.03,3.62-0.04,5.43  c0,0.66,0.08,0.73,0.79,0.73c1.87,0,3.74,0,5.62,0h1.08c-0.03,0.32-0.05,0.57-0.07,0.86c-0.38,0-0.71-0.04-1.03,0.02  c-0.14,0.02-0.37,0.24-0.35,0.34c0.03,0.18,0.2,0.48,0.33,0.49c0.64,0.05,1.28,0.02,1.95,0.02c0.03-0.76,0.16-1.48,0.74-1.97  c0.65-0.56,0.55-1.36,0.97-2.06H5.33V8.76h0.7c3.55,0,7.1-0.02,10.65,0.02c0.7,0.01,1.12-0.18,1.34-0.88h-0.6  c-4.06,0-8.12,0-12.18,0C4.43,7.9,4.37,7.95,4.37,8.7 M12.68,23.09H5.19c0.03,0.3,0.05,0.55,0.07,0.8h7.42V23.09z M16.09,13.18h-9  v0.59c0.9,0,1.75-0.01,2.6,0c1.96,0.01,3.91,0.04,5.87,0.05C16.19,13.83,16.19,13.82,16.09,13.18 M15.58,11.51  c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-e47ad9f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e47ad9f\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-7d5d1b0\" data-id=\"7d5d1b0\" data-element_type=\"column\" data-e-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-a08d50c elementor-widget elementor-widget-heading\" data-id=\"a08d50c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wst\u0119p do prowadzenia oblicze\u0144 numerycznych przy wykorzystaniu OpenFOAM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a336875 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a336875\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc2426 elementor-widget elementor-widget-text-editor\" data-id=\"dbc2426\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Wst\u0119p do prowadzenia oblicze\u0144 numerycznych przy wykorzystaniu OpenFOAM<br \/><strong>PRELEGENT<\/strong>: dr in\u017c. Przemys\u0142aw B\u0142asiak, Politechnika Wroc\u0142awska.<br \/><strong>STRESZCZENIE:<\/strong> OpenFOAM jest darmowym, stale rozwijanym oprogramowaniem do tworzenia symulacji CFD (ang. Computational Fluid Dynamics \u2013 obliczeniowej mechaniki p\u0142yn\u00f3w). Podczas szkolenia om\u00f3wione zosta\u0142y nast\u0119puj\u0105ce zagadnienia: <br \/>\u2022 wst\u0119p do oblicze\u0144 na przyk\u0142adzie przep\u0142ywu we wn\u0119ce (lid-driven cavity)<br \/>\u2022 tworzenie siatki numerycznej przy wykorzystaniu narz\u0119dzia blockMesh<br \/>\u2022 przygotowanie symulacji numerycznej<br \/>\u2022 wizualizacja wynik\u00f3w za pomoc\u0105 ParaView oraz narz\u0119dzi OpenFOAM.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e1c166c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e1c166c\" data-element_type=\"section\" data-e-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-1cf3b0e\" data-id=\"1cf3b0e\" data-element_type=\"column\" data-e-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-1e6865e elementor-widget elementor-widget-heading\" data-id=\"1e6865e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/kehy25J7H7I\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-71bebdb\" data-id=\"71bebdb\" data-element_type=\"column\" data-e-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-4392052 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4392052\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  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v0.59c0.9,0,1.75-0.01,2.6,0c1.96,0.01,3.91,0.04,5.87,0.05C16.19,13.83,16.19,13.82,16.09,13.18 M15.58,11.51  c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-3ce0d59 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ce0d59\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-645ace8\" data-id=\"645ace8\" data-element_type=\"column\" data-e-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-6f309aa elementor-widget elementor-widget-heading\" data-id=\"6f309aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">OpenFOAM \u2013 oprogramowanie do symulacji numerycznej mechaniki p\u0142yn\u00f3w (CFD)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfcd22c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"bfcd22c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b01673 elementor-widget elementor-widget-text-editor\" data-id=\"7b01673\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> OpenFOAM \u2013 oprogramowanie do symulacji numerycznej mechaniki p\u0142yn\u00f3w (CFD)<br \/><strong>PRELEGENT<\/strong>: dr in\u017c. Przemys\u0142aw B\u0142asiak, Politechnika Wroc\u0142awska.<br \/><strong>STRESZCZENIE:<\/strong> W pe\u0142ni darmowe, profesjonalne narz\u0119dzie OpenFOAM ma coraz wi\u0119ksze grono u\u017cytkownik\u00f3w. Korzystaj\u0105 z niego zar\u00f3wno naukowcy, jak i in\u017cynierowie z koncern\u00f3w przemys\u0142owych, w tym du\u017cych firm motoryzacyjnych. Oprogramowanie wykorzystywane jest do tworzenia symulacji CFD (obliczeniowej mechaniki p\u0142yn\u00f3w), m.in. przep\u0142yw\u00f3w wielofazowych, wymiany ciep\u0142a, proces\u00f3w spalania, dynamiki p\u0142yn\u00f3w oraz in\u017cynierii materia\u0142owej. Program szkolenia:<br \/>\u2022 kr\u00f3tki wst\u0119p na temat rozwi\u0105zywanych r\u00f3wna\u0144 i metody obj\u0119to\u015bci sko\u0144czonych<br \/>\u2022 co to jest OpenFOAM i do czego s\u0142u\u017cy<br \/>\u2022 typowy przebieg pracy przy wykorzystaniu OpenFOAM<br \/>\u2022 struktura plik\u00f3w w OpenFOAM<br \/>\u2022 wst\u0119p do aplikacji i bibliotek w OpenFOAM<br \/>\u2022 przyk\u0142ad implementacji r\u00f3wna\u0144 fizycznych w OpenFOAM.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5efe52a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5efe52a\" data-element_type=\"section\" data-e-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-8bf590a\" data-id=\"8bf590a\" data-element_type=\"column\" data-e-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-bbe89e3 elementor-widget elementor-widget-heading\" data-id=\"bbe89e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/S7ruNmb22hM\" target=\"_blank\">OBEJRZYJ NAGRANIE<\/a><\/h2>\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-518740d\" data-id=\"518740d\" data-element_type=\"column\" data-e-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-b8520eb elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b8520eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{fill:#AA8523;}<\/style><g>\t<path class=\"st0\" d=\"M33.37,16.69c0-2.91-0.76-5.79-2.22-8.3c-0.19-0.32-0.59-0.43-0.91-0.24C29.92,8.33,29.81,8.73,30,9.05  c1.33,2.31,2.03,4.96,2.03,7.64c0,2.22-0.48,4.33-1.34,6.24c0-0.39,0.01-0.78,0-1.17c-0.01-0.53-0.32-0.97-0.8-1.26  c-0.28-0.17-0.38-0.37-0.43-0.67c-0.41-2.18-2.43-3.78-4.79-3.8c-1.68-0.02-3.36-0.02-5.04,0c-2.43,0.02-4.42,1.64-4.84,3.87  c-0.04,0.2-0.19,0.41-0.36,0.54c-0.58,0.43-0.88,0.96-0.88,1.64c0,0.44,0,0.88,0,1.32v2.16h0.93v-0.56c0-0.96-0.01-1.93,0.01-2.89  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v0.59c0.9,0,1.75-0.01,2.6,0c1.96,0.01,3.91,0.04,5.87,0.05C16.19,13.83,16.19,13.82,16.09,13.18 M15.58,11.51  c0.17,0,0.34-0.02,0.53-0.03v-0.67h-0.69c-2.39,0-4.78,0-7.18,0c-0.3,0-0.6-0.01-0.88,0.05c-0.13,0.03-0.27,0.2-0.3,0.32  c-0.02,0.07,0.17,0.24,0.3,0.27c0.21,0.06,0.45,0.05,0.68,0.05C10.56,11.51,13.07,11.51,15.58,11.51 M13.5,15.48H7.07v0.6h6.43  V15.48z M17.92,10.92c0,2.19,1.84,3.92,4.19,3.94c2.33,0.02,4.23-1.72,4.24-3.89C26.36,8.78,24.5,7.01,22.18,7  C19.81,6.99,17.92,8.72,17.92,10.92\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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\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-top-section elementor-element elementor-element-4acef9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4acef9e\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-5ce8362\" data-id=\"5ce8362\" data-element_type=\"column\" data-e-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-220bfd2 elementor-widget elementor-widget-heading\" data-id=\"220bfd2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Warsztaty z transfer learningu w NLP <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f69526f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f69526f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79975e2 elementor-widget elementor-widget-text-editor\" data-id=\"79975e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>TEMAT:<\/strong> Warsztaty z transfer learningu w NLP <br><strong>PRELEGENT:<\/strong> dr Pawe\u0142 Przew\u0142ocki, Narodowe Centrum Bada\u0144 J\u0105drowych <br><strong>STRESZCZENIE:<\/strong> Warsztaty z wykorzystania modeli typu BERT i biblioteki Huggingface do przetwarzania j\u0119zyka naturalnego. Pokazane jest, jak w \u0142atwy spos\u00f3b wykorzystywa\u0107 gotowe modele oraz doucza\u0107 je na swoich zbiorach danych, a tak\u017ce jak:<br>\u2013 korzysta\u0107 z modeli biblioteki Huggingface,<br>\u2013 przygotowywa\u0107 zbiory danych (korpusy tekst\u00f3w) do uczenia,<br>\u2013 doucza\u0107 modele w celu m.in. klasyfikacji tekst\u00f3w,<br>\u2013 interpretowa\u0107 wyniki.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0844da3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0844da3\" data-element_type=\"section\" data-e-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-7f78301\" data-id=\"7f78301\" data-element_type=\"column\" data-e-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-59ec497 elementor-widget elementor-widget-heading\" data-id=\"59ec497\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/events.ncbj.gov.pl\/event\/82\/\" target=\"_blank\">POBIERZ MATERIA\u0141Y<\/a><\/h2>\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-d6c46df\" data-id=\"d6c46df\" data-element_type=\"column\" data-e-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-35047ab elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"35047ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Warstwa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 33.4 33.4\" style=\"enable-background:new 0 0 33.4 33.4;\" xml:space=\"preserve\"><style type=\"text\/css\">\t.st0{clip-path:url(#SVGID_00000126299621623133418160000017033235787332680324_);fill:#AA8523;}<\/style><g>\t<defs>\t\t<rect id=\"SVGID_1_\" x=\"0.02\" y=\"0.02\" width=\"33.35\" height=\"33.34\"><\/rect>\t<\/defs>\t<clipPath id=\"SVGID_00000171708283512180625980000014715946712744437890_\">\t\t<use xlink:href=\"#SVGID_1_\" style=\"overflow:visible;\"><\/use>\t<\/clipPath>\t<path style=\"clip-path:url(#SVGID_00000171708283512180625980000014715946712744437890_);fill:#AA8523;\" d=\"M33.37,16.69  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data-e-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-f54416a elementor-widget elementor-widget-heading\" data-id=\"f54416a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Materia\u0142y ze szkole\u0144 organizowanych przez Narodowe Centra Kompetencji HPC z innych kraj\u00f3w europejskich, bior\u0105cych udzia\u0142 w projekcie EuroCC  <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d48d810 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d48d810\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span 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programowania r\u00f3wnoleg\u0142ego: MPIPRELEGENT: Maciej Szpindler, Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW STRESZCZENIE: Drugie szkolenie dotycz\u0105ce element\u00f3w programowania r\u00f3wnoleg\u0142ego i infrastruktury projektu LUMI. W tej cz\u0119\u015bci uczestnicy zapoznaj\u0105 si\u0119 z modelem programowania w architekturze pami\u0119ci rozproszonej z wykorzystaniem interfejsu MPI (Message Passing Interface). 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