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  1. Concepts to GPUsGPUs are designed for graphics – Highly parallel tasks • GPUs process independent vertices & fragments – Temporary registers are zeroed – No shared or static data – No read-modify-write buffers • Data-parallel processing – GPUs architecture is ALU-heavy

  2. Students will analyze the open-source OpenCL compiler tool kit (in the framework of LLVM) and understand. the techniques implemented in such a tool kit. how such techniques are designed to exploit GPU hardware. alternative ways to write CUDA programs and how they may impact on the performance.

  3. Ease of use: Using libraries enables GPU acceleration without in-depth knowledge of GPU programming “Drop-in”: Many GPU-accelerated libraries follow standard APIs, thus enabling acceleration with minimal code changes Quality: Libraries offer high-quality implementations of functions encountered in a broad range of applications

  4. Understand the design of contemporary programmable accelerators (i.e. GPUs) and how the programming model relates to the design. Program a GPU using CUDA to perform data parallel tasks and perform performance optimizations on their code, leveraging knowledge of the architectures design.

  5. Learn how to program heterogeneous parallel computing systems and achieve. High performance and energy-efficiency. Functionality and maintainability. Scalability across future generations. Portability across vendor devices. Technical subjects. Parallel programming API, tools and techniques.

  6. This tutorial is an introduction for writing your first CUDA C program and offload computation to a GPU. We will use CUDA runtime API throughout this tutorial. CUDA is a platform and programming model for CUDA-enabled GPUs. The platform exposes GPUs for general purpose computing.

  7. 25 kwi 2017 · CS 240: Programming in C. Prerequisite: CS 18000 (Problem Solving and Object-Oriented Programming) Detailed Syllabus. UNIX command environment, the basic C development cycle

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