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Kurzy pro ČR

PLASMA and MAGMA software libraries for numerical linear algebra

Abstract

PLASMA (Parallel Linear Algebra Software for Multicore Architectures) and MAGMA (Matrix Algebra on GPU and Multicore Architectures) are

Tutor: 
Piotr Luszczek (University of Tennessee, USA), Jakub Šístek (The University of Manchester, UK; Institute of Mathematics of the CAS, Czech Republic)
Date: 
Mon, 09/10/2018 - 9:30am to Tue, 09/11/2018 - 3:30pm
Registration deadline: 
Thu, 09/06/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
all levels
Language: 
English

HyperLoom: A Platform for Executing Scientific Pipelines in Distributed Environments

Annotation

Real-world applications often encompass end-to-end data processing pipelines composed of a large number (millions) of interconnected computational tasks of various granularity. We introduce HyperLoom as a platform for defining and executing such pipelines in distributed environments using a Python API.

Tutor: 
Vojtěch Cima, Stanislav Böhm (IT4Innovations)
Date: 
Mon, 06/04/2018 - 9:30am
Registration deadline: 
Fri, 06/01/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
beginners-intermediate
Language: 
English

PETSc Basic & Advanced Tutorial (PRACE Training Course)

Abstract

The Portable Extensible Toolkit for Scientific computing (PETSc) is a modular library for scalable numerical solution of complex problems in science and engineering. It is designed primarily for typical computations connected with PDE solution, but is already successfully used also e.g. in data science. It covers large sparse matrices, linear algebra, non-linear solvers, time integrators, optimization, discretization and more.

Tutor: 
Václav Hapla (ETH Zürich, Switzerland)
Date: 
Thu, 05/10/2018 - 9:30am to Fri, 05/11/2018 - 4:00pm
Registration deadline: 
Fri, 05/04/2018 - 11:00pm
Venue: 
VŠB - Technical University of Ostrava, IT4Innovations building, room 207
Level: 
basic-advanced
Language: 
English

Aktuální trendy v programování GPU

Anotace

Kurz pokračuje v tradici tutoriálů z oblasti GPGPU, tj. výpočtů na grafických kartách, které lektor vede na IT4Innovations od začátku roku 2014.

Tutor: 
Ivan Šimeček (GPU Education Center při FIT ČVUT)
Date: 
Thu, 04/19/2018 - 9:30am
Registration deadline: 
Mon, 04/16/2018 - 11:45pm
Venue: 
VŠB - Technická univerzita Ostrava, budova IT4Innovations, místnost 207
Level: 
střední
Language: 
česky

VI-HPS Tuning Workshop (PATC course, LRZ, Germany)

VI-HPS Tuning Workshop

This workshop,  organized jointly by VI-HPS, LRZ and IT4Innovations at the Leibniz Supercomputing Centre (LRZ) in Garching, continues the series of recognized VI-HPS Tuning Workshops of the Virtual Institute – High Productivity Supercomputing (VI-HPS).

Tutor: 
developers of the VI-HPS tools
Date: 
Mon, 04/23/2018 - 9:00am to Fri, 04/27/2018 - 6:00pm
Registration deadline: 
Mon, 04/09/2018 - 11:00pm
Venue: 
Leibniz Supercomputing Centre, Garching, Germany
Level: 
all levels
Language: 
English

Parallel I/O & Libraries (PRACE training course)

Summary and benefits for the attendees

Numerical simulations conducted on current high-performance computing (HPC) systems face an ever growing need for scalability. Larger HPC platforms provide opportunities to push the limitations on size and properties of what can be accurately simulated. Serial approaches on handling I/O in a parallel application will dominate the performance on massively parallel systems. Heterogeneity of platforms can impose a high level of maintenance, when different data representations are needed.

Tutor: 
Nicole Audiffren (CINES, France), Sebastian Lührs (JSC, Germany)
Date: 
Thu, 03/22/2018 - 9:30am to Fri, 03/23/2018 - 5:00pm
Registration deadline: 
Mon, 03/19/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
beginners-intermediate
Language: 
English

Intel Xeon Phi programming (PTC course)

Abstract

The course focuses on optimization oriented programming for the latest Intel Architectures for HPC. It covers state of the art Intel Architecture features, changes among the recent generations and trends to support HPC software developers and researchers in designing their applications. During the two day course also software development and analysis tools are covered as needed for C/C++ & Fortran development with the focus on performance, vectorization and energy efficiency.

Tutor: 
Georg Zitzlsberger, Martin Golasowski, Michal Merta (IT4Innovations)
Date: 
Thu, 03/01/2018 - 9:30am to Fri, 03/02/2018 - 4:30pm
Registration deadline: 
Mon, 02/26/2018 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
intermediate
Language: 
English

High Performance Distributed Deep Learning

Annotation

The current wave of advances in Deep Learning (DL) has led to many exciting challenges and opportunities for Computer Science and Artificial Intelligence researchers alike. Modern DL frameworks like Caffe/Caffe2, TensorFlow, Cognitive Toolkit, Torch, and several others have emerged that offer ease of use and flexibility to describe, train, and deploy various types of Deep Neural Networks (DNNs) including deep convolutional networks.

Tutor: 
Dhabaleswar K. Panda, Hari Subramoni, Ammar Ahmad Awan (The Ohio State University)
Date: 
Wed, 01/24/2018 - 9:00am
Registration deadline: 
Mon, 01/15/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
all levels
Language: 
English

InfiniBand, Omni-Path, and High-Speed Ethernet: Advanced Features, Challenges in Designing, HEC Systems and Usage

Annotation

As InfiniBand (IB), Omni-Path, and High-Speed Ethernet (HSE) technologies mature, they are being used to design and deploy various High-End Computing (HEC) systems: HPC clusters with GPGPUs and Xeon Phis supporting MPI, Storage and Parallel File Systems, Cloud Computing systems with SR-IOV Virtualization, Grid Computing systems, and Deep Learning systems. These systems are bringing new challenges in terms of performance, scalability, portability, reliability and network congestion.

Tutor: 
Dhabaleswar K. Panda, Hari Subramoni (The Ohio State University)
Date: 
Tue, 01/23/2018 - 1:30pm
Registration deadline: 
Sun, 01/21/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
intermediate-advanced
Language: 
English
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