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CUDA 10 Programming

Track :

Programming

Lessons no : 7

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What will you learn in this course?
  • Optimize GPU performance using CUDA 10 for NVIDIA Turing architecture and Streaming Multiprocessors
  • Develop high-performance parallel applications leveraging CUDA 10 and GPU computing techniques
  • Implement efficient memory management and data transfer strategies in CUDA 10 programming
  • Utilize CUDA 10 tools and libraries to accelerate scientific computing and machine learning workloads
  • Debug and profile CUDA 10 applications to enhance performance and troubleshoot GPU-related issues
  • Apply best practices for writing scalable, portable, and efficient CUDA 10 code for modern GPUs

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Lessons | 7


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CUDA 10 is the first version of CUDA to support the new NVIDIA Turing architecture. Turing's new Streaming Multiprocessor (SM) builds on the Volta GV100 architecture and achieves 50% improvement in delivered performance per CUDA Core compared to the previous Pascal generation .