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Basic intro to GPU programming with CUDA, including kernels, the different memory spaces, and how to get high performance.

This is a solution to the classic CPU vs GPU technical interview question. Preparing for a technical interview? Checkout ...

... in Python first and then translates it to CUDA, highlighting the significant performance gains achievable with GPU programming.

High-performance computing is now dominated by general-purpose graphics processing unit (GPGPU) oriented computations.

The webinar AMD GPU architecture and application porting took place on 22 May 2020.

Part of the Nvidia HPC SDK Training, Jan 12-13, 2022. Slides and more details are available at ...

Part of the Nvidia HPC SDK Training, Jan 12-13, 2022. Slides and more details are available at ...

Multi-Core Computer Architecture https://onlinecourses.nptel.ac.in/noc23_cs113/preview Dr. John Jose Department of Computer ...

An introduction to GPU programming using a simple SAXPY (Single-precision A*X + Y) as an example. This video is the first part ...

A video analyzing the architectural makeup of an Nvidia Volta Tensor Core. References: Pu, J., et. al. "FPMax: a 106GFLOPS/W at ...

And I'm going to talk about the debugging on GPU. So maybe I'm a civilian that underestimating the number of threads here, but I ...

Start with an analogy. Then delve into CUDA with some pytorch code to demonstrate why we use GPUs instead of just CPUs.

From the NERSC NVIDIA RAPIDS Workshop on April 14, 2020. Please see ...

The OpenMP 4.0 standard introduced support for accelerator and GPU programming and there are many introductory tutorials ...

by Troels Henriksen At: FOSDEM 2017 We present the pure functional array language, Futhark, along with itsoptimising ...

Part of the Using Perlmutter Training, Jan 5-7, 2022. Slides and more details are available at ...

Graphics Processing Units (GPUs) offer significant performance advantages over traditional CPUs for many types of scientific ...

Nowadays, GPU programming plays an important role in software development. The massive parallel hardware enables us to ...

Don't miss out! Join us at our next Flagship Conference: KubeCon + CloudNativeCon Europe in London from April 1 - 4, 2025.

WebGPU is a new Javascript API bringing more featureful access to the GPU while being more idiomatic to JavaScript. WebGPU ...