New Deep Learning and GPU Programming Courses

[Weinberg, Volker]

Dear users of LRZ,



We are happy to announce that LRZ has further extended its programme of Deep Learning and accelerated computing courses offered in collaboration with NVIDIA Deep Learning Institute (DLI).

The workshop series offers hands-on training for developers, data scientists, and researchers looking to solve challenging problems with deep learning and accelerated computing. The program is designed to help you get started with training, optimizing, and deploying neural networks to solve real-world problems across diverse topics such as self-driving cars, healthcare, online services, and robotics.



NEW: Fundamentals of Accelerated Computing with OpenACC @ LRZ

Date: Thursday, March 14, 2019, 9:00-17:00
Location: LRZ
Lecturer: Dr. Volker Weinberg  (LRZ)

Summary: In this workshop you learn the basics of OpenACC, a high-level programming language for programming on GPUs. Discover how to accelerate the performance of your applications beyond the limits of CPU-only programming with simple pragmas. Upon completion, you'll be ready to use OpenACC to GPU accelerate CPU-only applications.

Further information: https://www.lrz.de/services/compute/courses/2019-03-14_hacc1w18/



Fundamentals of Deep Learning for Multiple Data Types @ LRZ

Date: Friday, March 15, 2019, 9:00-17:30
Location: LRZ
Lecturer: Dr. Yu Wang (LRZ)

Summary: In this full-day workshop, you'll learn how to train a network using TensorFlow and the MSCOCO dataset to generate captions from images and videos. Upon completion, you'll be able to solve deep learning problems that require multiple types of data inputs.

Further information: https://www.lrz.de/services/compute/courses/2019-03-15_hdlw3w18/



NEW: Deep Learning and GPU programming using OpenACC @ VSC Vienna

Date: Wednesday, March 27 - Friday, March 29, 2019, 9:00-17:00
Location: TU Wien, Austria
Lecturers: Dr. Yu Wang (LRZ), Dr. Volker Weinberg (LRZ), Georg Zitzlsberger (IT4Innovations)

Summary: The 3-days workshop combines lectures about fundamentals of Deep Learning for Computer Vision and Multiple Data Types with a lecture about Accelerated Computing with OpenACC.

Further information: http://vsc.ac.at/training/2019/DL



NEW PRACE Course: Deep Learning and GPU programming workshop @ LRZ

Date: Monday, June 3 - Thursday, June 6, 2019, 9:00-17:00
Location: LRZ
Lecturers: Dr. Momme Allalen, Dr. Juan Durillo Barrionuevo, Dr. Yu Wang, Dr. Volker Weinberg (LRZ)

Summary: This new 4-days PRACE workshop offered for the first time at LRZ combines lectures about fundamentals of Deep Learning for Multiple Data Types and Multi-GPUs with lectures about Accelerated Computing with CUDA C/C++ and OpenACC.

Further information: https://events.prace-ri.eu/event/860/



NEW: Deep Learning and GPU programming using OpenACC @ HLRS Stuttgart

Date: Monday, July 15 - Wednesday, July 17, 2019, 9:00-17:00
Location: HLRS, University of Stuttgart, Nobelstr. 19, D-70569 Stuttgart, Germany
Lecturers: Dr. Yu Wang (LRZ), Dr. Volker Weinberg (LRZ), Dr. Momme Allalen (LRZ)

Summary: The workshop combines lectures about fundamentals of Deep Learning for Computer Vision and Multiple Data Types with a lecture about Accelerated Computing with OpenACC.

Further information: http://www.hlrs.de/training/2019/DL1



All lectures are interleaved with many hands-on sessions using Jupyter Notebooks. The exercises will be done on a fully configured GPU-accelerated workstation in the cloud.

All involved instructors are NVIDIA certified University Ambassadors.



Information on further HPC courses:



·         by LRZ: http://www.lrz.de/services/compute/courses/

·         by the Gauss Centre of Supercomputing (GCS): http://www.gauss-centre.eu/training

·         by German Centres (collected by the Gauß-Allianz): https://hpc-calendar.gauss-allianz.de/

·         by the Partnership for Advanced Computing in Europe (PRACE): http://www.training.prace-ri.eu/

Please also pass this course announcement to other interested colleagues.



Kind regards,

Volker Weinberg



--

Dr. Volker Weinberg

Leibniz Supercomputing Centre of the Bavarian Academy of Sciences and Humanities

- HPC Systems and Services -



email:   weinberg at lrz.de<mailto:weinberg at lrz.de>

address: Boltzmannstr. 1 - D-85748 Garching bei Muenchen

room:    E.1.016

phone:   +49 (89) 35831-8863




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