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In this lightning talks Alex shares his experiences attempting to configure GPU hardware acceleration for tensorflow and H264 ...

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

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

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

Jason Furmanek, Principal Software Engineer, AMD - Triton on AMD GPUs PyTorch ATX Meetup, April 30, 2025.

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

But today the resources we have to work with are the Cori GPU nodes. And so I'm going to give you a really high level overview of ...

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

GPU Computing and CUDA: Intro to GPUs Topics: GPU Computing and Architecture Slides: ...

NVidias CUTLASS libraries and how matrix multiplication can be optimized for GPUs.

This video is part of the virtual useR! 2020 conference. Find supplementary material on our website https://user2020.r-project.org/.

In this video I show how to measure and visualize the GPU power usage with a single Python program in real time. You can find ...

En este vídeo presento un guía sencilla para ayudaros con el laberinto de dependencias cada vez que se debe utilizar Pytorch.

An introduction to CUDA programming with JULIA using a simple SAXPY (Single-precision A*X + Y) as an example. This video is ...

Get 20% OFF Empromptu using code `THECODINGGOPHER`: https://builder.empromptu.ai/ ❤️ Get 40% OFF CodeCrafters: ...

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

Jonathan Madsen of LBNL presents a talk on Profiling/debugging for GPUs. Recorded live via Zoom at GPUs for Science 2020.

... bypassing all complexities of GPU programming. These speedups significantly enhanced the flexibility of our compartmental ...

In this video, we dive into the fascinating world of GPU programming, focusing on a practical application: counting colored pixels.

Part of the NERSC N-Ways to GPU Programming Bootcamp, April 5-6, 2023. Please see ...