{"id":10344,"date":"2024-01-21T12:43:16","date_gmt":"2024-01-21T12:43:16","guid":{"rendered":"https:\/\/cc.eurohpc.pl\/?page_id=10344"},"modified":"2026-03-11T10:26:10","modified_gmt":"2026-03-11T10:26:10","slug":"trainings-in-poland","status":"publish","type":"page","link":"https:\/\/cc.eurohpc.pl\/index.php\/en\/trainings-in-poland\/","title":{"rendered":"Trainings in Poland"},"content":{"rendered":"\t\t
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Here you will find offers of Polish supercomputing centres’ HPC training courses for users of different levels of expertise. From beginner courses to experts.<\/strong><\/p>\t\t\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

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Introduction to GPU computing with Pytorch<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Training – Introduction to GPU computing with PyTorch<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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SM – 09\/03\/2026


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We invite you to the training „Introduction to GPU computing with PyTorch” organized by the Academic Computer Centre Cyfronet AGH and the National Centre for Nuclear Research as part of the EuroCC2 project.<\/h4>

Date: <\/b>March 27, 2026, 10:00 AM \u2013 4:00 PM
Format: <\/b>Online (Zoom platform)
Language: <\/b>English<\/p>

Event Description:<\/b> This training provides a practical introduction to General-Purpose computing on Graphics Processing Units (GPGPU), with a specific focus on the PyTorch library. In an era of rapid AI development, the ability to offload computations from the CPU to the GPU is a crucial step in accelerating innovation. Participants will learn how to design, implement, and profile GPU-supported operations, enabling a significant reduction in data processing time for both scientific and business projects.<\/p>

Program:<\/b><\/p>

\u2666 Introduction to GPU Multiprocessing
\u2666 Introduction to PyTorch
\u2666 GPU acceleration using PyTorch
\u2666 Custom GPU Kernels with Triton<\/p>

Why you should participate:<\/b> You will gain practical skills necessary to optimize numerical algorithms and linear algebra operations. You will learn how to identify bottlenecks in your programs and how to write your own custom solutions to increase computational efficiency. This is an excellent opportunity to master the tools that form the foundation of modern machine learning and HPC simulations.<\/p>

Prerequisites:<\/b> Basic proficiency in Python programming (loops, functions, modules). Undergraduate-level knowledge of mathematics, particularly calculus and linear algebra (vectors, matrices, eigenvalues).<\/p>

Registration Deadline:<\/b> March 23, 2026 (or until seats are filled) .<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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HPC: from fundamentals to resource scaling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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SM – 03\/02\/2026


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ACK Cyfronet AGH<\/span><\/span> invites you to a series of free online training sessions dedicated to efficient scientific computing using the Polish HPC infrastructure. The program is designed for individuals beginning their journey with supercomputers – participants progress from absolute basics to independently running computational jobs.<\/p>

Training Schedule<\/strong>
\u2666 24 February<\/strong> \u2013 Absolute Basics of Linux
\u2666 25 February<\/strong> \u2013 First Time on a Supercomputer
\u2666 2 March<\/strong> \u2013 Running Calculations the HPC Way
\u2666 5 March<\/strong> \u2013 Different Workloads on HPC
\u2666 6 March<\/strong> \u2013 Scalability \u2013 Smart Use of HPC Resources<\/p>

All sessions are conducted in English, held online, and free of charge. Participants will receive a certificate of completion.<\/p>

Registration<\/strong>
Registration is open until 17 February<\/strong>.
An additional preparatory session (Dry-run) will be held on 23 February<\/strong> for new users.<\/p>

Why join?<\/strong>
Participants will learn how to:
\u2666 work in a Linux environment,
\u2666 run and monitor jobs on supercomputers,
\u2666 choose appropriate resources for different types of computations,
\u2666 scale experiments and use HPC infrastructure efficiently.<\/p>

We invite you to register.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Accelerating your applications with AMD GPUs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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SM – 30\/10\/2025


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Join the training \u201cAccelerating your applications with AMD GPUs\u201d organized by AMD and NCC Poland within the EuroCC2 project.<\/strong>
Date:<\/strong> December 2-4, 2025 (13:00-17:00 CET)
Format:<\/strong> Online (Zoom + Slack)
Language:<\/strong> English<\/p>

Event description:<\/strong>
Three-day, intensive online program designed for scientists, engineers, and HPC developers who want to efficiently leverage AMD architectures in their projects.
Participants will learn how to port, optimize, and profile code on AMD CPUs and GPUs, as well as how to accelerate AI and HPC workloads within the open ROCm ecosystem.<\/p>

The training will be led by AMD experts – Robert Robey and Giacomo Capodaglio<\/strong>, sharing practical knowledge and experience with modern computational tools.<\/p>

Program highlights:<\/strong>
\u2666 System Administration, ML\/AI on AMD GPUs, AI Workflows, AI Programming Assistant
\u2666 Python for GPU, HIP & ROCm, OpenMP Offloading, GPU-aware MPI
\u2666 Optimization & Profiling, PyTorch Optimization (LLMs), Neural Operators, AI Surrogates
\u2666 Hands-on exercises in every module with access to the AMD Accelerator Cloud<\/p>

Why join:<\/b>
\u2666 Gain practical skills directly from AMD specialists.
\u2666 Learn how to optimize code performance for HPC and AI workloads.
\u2666 Get hands-on experience with the open ROCm ecosystem and AMD tools.<\/p>

Prerequisites:<\/strong>
Basic knowledge of HPC and\/or GPU programming (C, C++, Fortran, Python).<\/p>

Registration deadline:<\/strong> November 24, 2025
Maximum participants:<\/strong> 100<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Odra Quantum Computing Summer School<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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13\/06\/2025<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Join the Odra Quantum Computing Summer School, organized within the EuroCC2 project.<\/strong><\/p>

Date:<\/strong> September 15\u201319, 2025
Format:<\/strong> On-site (Wroc\u0142aw University of Science and Technology)
Language:<\/strong> English<\/p>

About the event:<\/strong>
Quantum computing is one of the most exciting and fast-evolving fields in modern science and technology. It promises revolutionary breakthroughs in optimization, cryptography, machine learning, materials science, and beyond. However, entering this domain requires a solid foundation in quantum theory, familiarity with emerging hardware platforms, and experience with quantum programming and hybrid algorithms.<\/p>

Odra Quantum Computing Summer School is a five-day intensive program designed to guide participants through the theoretical fundamentals and practical applications of quantum computation. From foundational mathematics and physical models, through quantum gate operations and hardware architectures, to optimization algorithms and quantum-enhanced machine learning.<\/p>

Highlights of the Program<\/strong>
\u2666 Lectures by leading scientists and professionals from academia and quantum industry.
\u2666 Hands-on laboratory sessions with real quantum software and cloud-accessible hardware.
\u2666 Live sessions from top companies: IQM and NVIDIA.
\u2666 Lectures on quantum optimization and quantum-enhanced machine learning.
\u2666 Collaborative Quantum Hackathon – test your skills and creativity in a team-based challenge.
\u2666 A blend of mathematics, physics, computer science and engineering.<\/p>

Prerequisites<\/strong>: Basic knowledge of linear algebra, quantum physics, and programming fundamentals.<\/p>

Registration<\/strong> deadline<\/strong>: July 30, 2025
Seats are limited!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\"Profiling AI Software\" Bootcamp<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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11\/06\/2025<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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We welcome you to participate in a training course organized as part of the EuroCC2 and EuroCC4SEE projects.<\/p>

Date:<\/strong> 10 July 2025
Format:<\/strong> Online (Zoom + Slack)
Language:<\/strong> English<\/p>

Course Description:<\/strong><\/p>

Together with NVIDIA and our European HPC partners, we are organising an intensive one-day bootcamp focused on profiling and optimising AI applications on high-performance computing (HPC) systems. The course is aimed at participants from academia, industry, and public administration in EU Member States and Horizon 2020 Associated Countries.<\/p>

The course will cover:<\/strong><\/p>

\u2666 Introduction to NVIDIA Nsight Systems
\u2666 Performance analysis of AI applications in HPC environments
\u2666 Identifying and resolving bottlenecks
\u2666 Understanding multi-GPU and multi-node architectures
\u2666 Hands-on sessions on a real GPU supercomputer
\u2666 Live Q&A sessions with the instructor<\/p>

Prerequisites:<\/strong><\/p>

Basic experience in Python programming<\/strong> and familiarity with PyTorch distributed training<\/strong>. The course is designed for intermediate-level participants.<\/p>

Instructor:<\/strong> Tosin Adesuyi, NVIDIA
Moderators:<\/strong> Experts from European HPC centers.<\/p>

Application deadline:<\/strong> 16 June 2025
Notification of acceptance:<\/strong> 1 July 2025<\/p>

Limited number of spots available!<\/strong><\/p>

We warmly invite you to join this hands-on training event!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Multi-GPU Programming Bootcamp<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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12\/05\/2025<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Date:<\/span><\/strong> June <\/span>17\u2013<\/span>18, <\/span>2025<\/span>
Format:<\/span><\/strong> Online (<\/span>Zoom + <\/span>Slack)<\/span>
Language:<\/span><\/strong> English<\/span><\/p>

Training <\/span>description:<\/span><\/strong>
In <\/span>cooperation <\/span>with <\/span>NVIDIA <\/span>and <\/span>the <\/span>Academic <\/span>Computer <\/span>Centre <\/span>CYFRONET <\/span>AGH, <\/span>we <\/span>are <\/span>organizing <\/span>an <\/span>intensive <\/span>two-<\/span>day <\/span>course <\/span>focused <\/span>on <\/span>multi-<\/span>GPU <\/span>programming. <\/span>The <\/span>bootcamp <\/span>is <\/span>intended <\/span>for <\/span>participants <\/span>from <\/span>academia, <\/span>industry, <\/span>and <\/span>the <\/span>public <\/span>sector <\/span>in <\/span>EU <\/span>Member <\/span>States <\/span>and <\/span>Horizon <\/span>2020 <\/span>associated <\/span>countries.<\/span><\/p>

During <\/span>the <\/span>training, <\/span>participants <\/span>will <\/span>learn <\/span>the <\/span>basics <\/span>of <\/span>working <\/span>with <\/span>multiple <\/span>GPUs <\/span>as <\/span>well <\/span>as <\/span>best <\/span>practices <\/span>for <\/span>optimizing <\/span>applications <\/span>in <\/span>HPC <\/span>environments. <\/span>The <\/span>course <\/span>will <\/span>be <\/span>delivered <\/span>by <\/span>an <\/span>NVIDIA <\/span>expert <\/span>and <\/span>includes <\/span>hands-<\/span>on <\/span>exercises <\/span>using <\/span>real <\/span>hardware \u2013 <\/span>A100 <\/span>accelerators \u2013 <\/span>available <\/span>on <\/span>CYFRONET\u2019s <\/span>supercomputer.<\/span><\/p>

The <\/span>training <\/span>program <\/span>includes:<\/span><\/strong><\/p>

– Multi-GPU programming (N-Ways model)
– Step-by-step performance optimization
– Profiling analysis and bottleneck elimination
– Remote hands-on work on real GPU hardware (A100)
– Live Q&A sessions with the instructoreurocc@cyfronet.pl<\/p>

Prerequisites:<\/span><\/strong>
Basic <\/span>knowledge <\/span>of <\/span>parallel <\/span>programming. <\/span>The <\/span>training <\/span>is <\/span>designed <\/span>for <\/span>participants <\/span>at <\/span>the <\/span>beginner <\/span>level.<\/span><\/p>

Instructor:<\/span><\/strong> Paul <\/span>Graham, <\/span>NVIDIA<\/span>
Moderators:<\/span><\/strong> Marta <\/span>Maj <\/span>and <\/span>Klemens <\/span>Noga, <\/span>ACK <\/span>CYFRONET <\/span>AGH & <\/span>EuroCC <\/span>Poland<\/span><\/p>

Registration <\/span>deadline: <\/span><\/strong>May <\/span>19, <\/span>2025<\/span><\/strong>
Notification <\/span>of <\/span>acceptance: <\/span><\/strong>June <\/span>2, <\/span>2025<\/span><\/p>

Limited <\/span>number <\/span>of <\/span>places <\/span>available!<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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On-site training \u201eBuilding RAG Agents with LLMs\u201d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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07\/03\/2025<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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\u00a0Join the NVIDIA Deep Learning Institute Workshop!<\/strong><\/p>

Date:<\/strong> March 17, 2025, 8:30 AM – 4:30 PM
Location:<\/strong> Krak\u00f3w, Manggha Museum of Japanese Art and Technology
Format:<\/strong> In-person
Language:<\/strong> English<\/p>

Are you eager to explore the power of RAG agents and Large Language Models?
Looking for hands-on knowledge on building intelligent systems using LLMs? This workshop is for you!<\/p>

During this full-day session, you will:<\/strong>
– Learn advanced LLM orchestration techniques and dialogue management
– Discover how to effectively use LangChain, Gradio, and LangServe
– Implement information retrieval and semantic similarity
– Earn an NVIDIA Deep Learning Institute<\/strong> certificate<\/p>

Technical requirements:<\/strong>
Intermediate Python skills and basic knowledge of deep learning. Participants should bring their own laptops. The course is accessed via a web browser, with no need for local software installation.<\/p>

Instructor:<\/strong> Szymon Mazurek, Cyfronet
This is an in-person event only. <\/strong>Please register only if you can attend in Cracow.<\/p>

We look forward to seeing you there!\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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LLM for private data\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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We invite you to attend the training LLM for private data which will take place on
28 November 2024.<\/h4>

This training focuses on the possibilities of utilizing large language models (LLMs) for interacting with private data. It introduces tools that harness the generative power of artificial intelligence in scenarios where data cannot leave the private environment at any point. The training covers the architecture and data requirements for creating a private ChatGPT, leveraging an understanding of the semantics of defined problems while maintaining control over private data.<\/p>

Register here.<\/span><\/strong><\/h4>\t\t\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
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LUMI workshop 2024<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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On June 3, 2024, from 10:00 a.m. to 4:00 p.m. in Warsaw, we are organizing a workshop <\/strong>„Accelerating your computing with the LUMI European supercomputer”.<\/strong><\/p>

LUMI is one of the largest European supercomputers and flagship EuroHPC systems. More information on Polish activities under LUMI can be found here<\/a><\/span>. Polish scientists have access to LUMI via national PLGrid Infrastructure<\/span><\/a>.<\/p>

The program includes:
\u25cf Using machine learning frameworks on LUMI
\u25cf Working with large language models using Megatron-DeepSpeed on LUMI.<\/p>

The event will be held in Warsaw, at the Centrum Szkoleniowe Wsp\u00f3lna, 56 Wsp\u00f3lna st.<\/p>

Details, and registration link can be found HERE.<\/strong> <\/span><\/a><\/p>\t\t\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

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Poland N-Ways to GPU Programming Bootcamp<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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We would like to invite you to the „N-Ways to GPU Programming” workshop organized on June 5-7, 2024 by the Academic Computer Centre Cyfronet AGH in cooperation with PLGrid Infrastructure, Polish National Competence Centre in HPC, and NVIDIA.<\/strong><\/p>

The bootcamp covers the basics of GPU programming and provides an overview of different methods for porting scientific applications to GPUs using NVIDIA\u00ae CUDA\u00ae, OpenACC, standard languages, OpenMP offloading. Throughout the bootcamp, attendees with learn how to analyze GPU-enabled applications using NVIDIA Nsight\u2122 Systems and participate in hands-on activities to apply these learned skills to real-world problems.<\/p>

A detailed programme for the event and an application form (deadline 15 May 2024) can be found here.<\/span><\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\nPoland End to End LLM Bootcamp\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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We would like to invite you to the Poland End to End LLM Bootcamp organised from 5-7 March 2024 by the Academic Computer Centre Cyfronet AGH in cooperation with PLGrid Infrastructure, Polish National Competence Centre in HPC, and NVIDIA company.<\/strong><\/p>

This bootcamp is designed to give NLP researchers an end-to-end overview on the fundamentals of NVIDIA NeMo framework, complete solution for building large language models. It will also have hands-on exercises complimented by tutorials, code snippets, and presentations to help researchers kick-start with NeMo LLM Service and Guardrails.<\/p>

A detailed programme for the event and an application form (deadline 14 February 2024) can be found here.<\/span><\/strong><\/a><\/p>\t\t\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

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Training from resources of Cyfronet <\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Trainings on the use of resources of supercomputers was organised by Cyfronet in December 2023.<\/strong>
The workshop provided insight into the basics of using the supercomputers and facilitated their effective use in scientific work. The programme included three workshops. For a detailed programme, just click on the topic:<\/p>