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Technologies / Programming

Advanced GPU Programming with NVIDIA

Advanced GPU programming training with NVIDIA CUDA. Learn advanced optimization techniques, multi-GPU programming, and professional development practices.

Issues

  • Advanced optimization

  • Multi-GPU

  • Unified memory

  • Library integration

  • Profiling

  • Debugging

  • Scaling

  • Architecture tuning

  • Production code

  • Best practices

Benefits

  • Advanced CUDA skills
  • Multi-GPU expertise
  • Performance mastery
  • Professional development

Who is this training for?

CUDA developers
HPC engineers
Performance specialists
Research scientists

Prerequisites

  • CUDA experience
  • GPU programming basics
  • Performance concepts

Training program

01

Memory coalescing

  • Bank conflicts
  • Instruction optimization
  • Occupancy tuning
02

Multi-GPU

  • Multi-device programming
03

Peer-to-peer

  • Scaling strategies
  • Load balancing
  • Unified memory
  • Managed memory
  • Migration hints
  • Performance implications
04

Use cases

  • Libraries integration
05

cuBLAS

  • cuDNN
06

Thrust

  • Custom integration

Delivery Methods

Online

  • Convenience of participating from anywhere
  • Interactive live sessions with trainer
  • Materials available for 30 days
  • No travel costs

On-site

  • Direct contact with trainer and group
  • Intensive hands-on workshops
  • Networking with other participants
  • Full focus on learning

Your Learning Path

Advanced GPU Programming with NVIDIACurrent training

Frequently asked questions

What are the prerequisites for this training?

For Advanced GPU Programming with NVIDIA we recommend: CUDA experience; GPU programming basics; Performance concepts.

What is the format and duration of this training?

The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: CUDA developers; HPC engineers; Performance specialists.

Patrycja Petkowska
Patrycja Petkowska Opiekun szkolenia

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Funding Options

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Up to 80%

Development Services Database

Up to 80% funding for SMEs from EU funds

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Up to 100%

National Training Fund

Up to 100% funding for employers

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