How Nvidia’s CUDA Monopoly In Machine Learning Is Breaking – OpenAI Triton And PyTorch 2.0
How Nvidia’s CUDA Monopoly In Machine Learning Is Breaking – OpenAI Triton And PyTorch 2.0 Over the last decade, the landscape of machine learning software development has undergone significant changes. Many frameworks have come and gone, but most have relied heavily on leveraging Nvidia’s CUDA and performed best on Nvidia GPUs. However, with the arrival of PyTorch 2.0 and OpenAI’s Triton, Nvidia’
Making Deep Learning go Brrrr From First Principles
Making Deep Learning Go Brrrr From First Principles So, you want to improve the performance of your deep learning model. How might you approach such a task? Often, folk fall back to a grab-bag of tricks that might've worked before or saw on a tweet. "Use in-place operations! Set gradients to None! Install PyTorch 1.10.0 but not 1.10.1!" It's understandable why users often take such an ad-hoc appro
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Hydra: Pixar's Real-Time Render Engine for Feature Film Assets and Workflows / GPU Technology Conference 2015
